WO2000058728A1 - Means of early examination of malignant tumor - Google Patents

Means of early examination of malignant tumor Download PDF

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Publication number
WO2000058728A1
WO2000058728A1 PCT/JP2000/001775 JP0001775W WO0058728A1 WO 2000058728 A1 WO2000058728 A1 WO 2000058728A1 JP 0001775 W JP0001775 W JP 0001775W WO 0058728 A1 WO0058728 A1 WO 0058728A1
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Prior art keywords
test
value
early
malignant tumors
comprehensive
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PCT/JP2000/001775
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French (fr)
Japanese (ja)
Inventor
Katsuaki Uno
George Hosokawa
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Uno, Akitane
Sasaki, Hiroshi
Immuni-X Incorporation
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Application filed by Uno, Akitane, Sasaki, Hiroshi, Immuni-X Incorporation filed Critical Uno, Akitane
Priority to AU33260/00A priority Critical patent/AU3326000A/en
Publication of WO2000058728A1 publication Critical patent/WO2000058728A1/en

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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N33/00Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
    • G01N33/48Biological material, e.g. blood, urine; Haemocytometers
    • G01N33/50Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing
    • G01N33/53Immunoassay; Biospecific binding assay; Materials therefor
    • G01N33/574Immunoassay; Biospecific binding assay; Materials therefor for cancer

Definitions

  • the present invention relates to provision of a means for early detection and examination of malignant tumors in a comprehensive disease examination means.
  • a comprehensive disease testing tool called a medical checkup, is recognized as a useful system for early detection of various diseases, and is widely used today. However, testing of immune function has not been regarded as important in these conventional comprehensive disease testing methods.
  • cancer markers tumor markers
  • An object of the present invention is to provide a means capable of predicting and / or detecting the occurrence of cancer that could not be detected by the conventional method at an earlier stage.
  • the present invention compares the information obtained by the test means relating to the immune function with a normal value, a reference value, or a cut-off value for each of the markers, and 1775
  • the present invention provides an early examination means for malignant tumors, which comprises predicting malignant tumor expression and / or detecting malignant tumors at an early stage by recognizing a significant change. Further, the present invention can analyze and obtain information obtained by a test means relating to a malignant tumor and information obtained by a test means relating to an immune function using blood or urine of a sample, and list and examine the information. By adjusting to the specifications, it is possible to predict the occurrence of malignant tumors and to detect them early by recognizing substantial changes in immune function by making them comparable to the normal value, reference value, or cut-off value for each marker. Provide a possible, comprehensive means of early detection of malignant tumors.
  • the comprehensive malignant tumor early examination means of the present invention executes malignant tumor examination means and immune function examination means as comprehensive disease examination items, and obtains information obtained by at least these two examination means.
  • the comprehensive early inspection means for malignant tumors of the present invention includes: means for recognizing information obtained by the examination means for malignant tumor and the examination means for immune function; and a normal value, a reference value, or a power off by each examination means in advance. It is characterized by comprising means for storing or recognizing numerical values specified as values, and means for recognizing a significant difference between these numerical values.
  • the tests for immune function can be a natural killer (NK) cell activity test and a helper T cell system test (test for cytokines in helper T cells), Judgment can be made based on the fact that this test value is significantly different from the normal value, reference value or cut-off value.
  • NK natural killer
  • helper T cell system test test for cytokines in helper T cells
  • tests for immune function include natural killer (NK) cell activity test, helper T cell test (helper T cell cytokine test), and killer T cell test.
  • NK natural killer
  • helper T cell test helper T cell cytokine test
  • killer T cell test The test value can deviate from the normal value, reference value, or cut-off value with a significant difference. Can be determined by
  • a test for immune function is performed in addition to a natural killer (NK) cell activity test and a helper T cell line test (helper—intracellular cytokine test).
  • Site force-in test may include ferrona (IFN-a), tumor necrosis factor (TNF-), interleukin 12 (IL-12), and inuichi leukin 18 (IL-18). It can be judged based on the fact that this test value is significantly different from the normal value, reference value or cut-off value.
  • tests for immune function include natural killer (NK) cell activity test, helper T cell line test (helper T cell cytokine test) and killer test.
  • NK natural killer
  • helper T cell line test helper T cell cytokine test
  • killer test In addition to T cell line testing, interferon (IFN-A), tumor necrosis factor (TNF-), in Yuichi Leukin 12 (IL-12), in Yuichi Leukin 18 (IL- It can be judged from the fact that this test value deviates from the normal value, reference value or cut-off value with a significant difference.
  • IFN-A interferon
  • TNF- tumor necrosis factor
  • IL-12 in Yuichi Leukin 12
  • IL-18 in Yuichi Leukin 18
  • an immunological function test is performed in addition to a natural killer (NK) cell activity test and a helper T cell system test (test for cytokines in helper T cells).
  • Cytokine testing and immunosuppressive acid containing Yuichi Feron-a (IFN-a), tumor necrosis factor (TNF-hi), interleukin-12 (IL-12), and interleukin-18 (IL-18) It can be a test for immunosuppressive substances containing protein (IAP), and it can be judged from the fact that this test value deviates from the normal value, the reference value, or the cut-off value with a significant difference.
  • tests for immune function include natural killer (NK) cell activity test, helper T cell system test (helper -Intra-T cell cytokine test) and killer T cell line test, plus interferon y (IFN-a), tumor necrosis factor (TNF-), interleukin 12 (IL-12), It can be a cytokine test containing leukin-18 (IL-18) and an immunosuppressive substance test containing immunosuppressive acidic protein (IAP), and this test value is significantly different from the normal value, standard value or cut-off value. Judgment can be made based on the fact that there is a difference.
  • the test for immune function is performed by using interleukin 12 (IL-12), interferona (IFN-y), and inuichi leukin 18 (IL-18). It may be a sitekine test that includes at least one of them, and it can be determined based on the fact that this test value deviates from the normal value, the reference value, or the cutoff value with a significant difference.
  • IL-12 interleukin 12
  • IFN-y interferona
  • IL-18 inuichi leukin 18
  • the examination judgment on the immune function may be performed by obtaining the discriminant function coefficient for each immune marker using discriminant analysis.
  • the test decision on immune function is based on at least the cancer incidence rate (prevalence) adjusted for age and gender, and the risk of cancer is estimated, and the discrimination score obtained by the discriminant is divided into several groups. It may be performed by the following.
  • the examination means for malignant tumors is performed by calculating the sensitivity and specificity at each cut-off value of each tumor marker and / or various immune markers. Is also good.
  • the means of examination for malignant tumors is to estimate the risk of cancer based on the known or general cancer incidence or cancer prevalence, and set each cut-off value in several groups. May be done by
  • the malignant tumor early test means of the present invention described above is characterized in that the cut-off value calculated by the malignant tumor test means is not fixed but variable in each group based on the discrimination score determined by the immune function test judgment.
  • the means for early inspection of malignant tumor of the present invention can also display the risk as a single score.
  • the means may be a measuring method.
  • the means can be a reagent necessary for measurement.
  • the means may be a measurement result sheet.
  • the means can be a computer-readable recording medium.
  • Figure 1 It is an explanatory diagram showing the ROC curve (A), curve coordinates (B), and distribution graph (C) of the Th1 test.
  • Fig. 2 1 ⁇ 1 (10 for cell activity test. It is an explanatory diagram showing the curve (A), the coordinates of the curve (B), and the distribution graph (C).
  • FIG. 4 is an explanatory diagram showing a curve (A), coordinates (B) of the curve, and a distribution graph (C).
  • Fig. 4 It is an explanatory diagram showing 10 (curve (A), curve coordinates (B), and distribution graph (C) of the Ding 12 inspection.
  • Figure 5 Illustrated diagram showing the ROC curve of the IL-12 test, the coordinates of the curve ( ⁇ ), and the distribution graph (C).
  • Figure 6 An explanatory diagram showing the R ⁇ C curve (A), the coordinates of the curve (B), and the distribution graph (C) of the IFN-key test.
  • FIG. 7 The ROC curve (A) and the coordinates (B) of the Th1 / Th2 test are shown. T / 01775
  • FIG. 1 A first figure.
  • the present invention provides, in an earlier stage, the information obtained by the conventional malignant tumor examination means in order to achieve a state where the occurrence of the malignant tumor is predicted and / or detectable.
  • the most important feature is that the information obtained by the means for examining immune function is introduced into comprehensive disease examination means.
  • the present inventor has named the whole or immunological test of this means as Cancer Immune Dock TM (ImmunoDec TM ) or Cancer Immune Judgment TM (ImmunoDec TM ).
  • the term TM means a trademark.
  • As the information obtained by the examination means for malignant tumors conventionally known information can be widely used, but is not limited thereto.
  • immunosuppressive acidic protein ⁇ ferritin, TPA, FP, PI VKA-2, DUPAN-2, eras 1, CA 19-9, CEA, SPan-1, NCC-ST 439, CA 15-3, B CA 225, SLX, PSA, sm, PAP, CA125, CA72-4, STN, SCC, SYFRA, Pro GRP.
  • a plurality of these inspection items can be selected and used as desired, and can be added as needed.
  • cytokines immune physiologically active substance
  • major histocompatibility antigen test ⁇ La Kydon acid (prostaglandin E 2, etc.) tests
  • Guru Information obtained through evening thione inspections, etc. is mentioned.
  • substances that serve as indicators of immune function that have been identified with the advancement of immunology in the future as test items.
  • tests for immune cells include the helper T (Th) cell test (helper — T-cell site force-in test; CD 4/1 FN—IL / IL—4: Thr eec o 1 or analysis), killer T (Tk) cell test (HL A-DR / CD 8: Two co 1 or analysis), and natural killer (NK) cell activity test.
  • Th helper T
  • Th T-cell site force-in test
  • CD 4/1 FN—IL / IL—4 Thr eec o 1 or analysis
  • killer T (Tk) cell test HL A-DR / CD 8: Two co 1 or analysis
  • NK natural killer
  • immunological function test means can be used in an appropriate combination, but are preferably NK cell activity test and Th cell test, more preferably both Tk cell test and / or cytokine test, more preferably It is desirable to conduct immunosuppressive substance tests including IAP in addition to these. Alternatively, only the cytokine test may be selected as the immune function test.
  • Site-in (immunophysiologically active substance) tests include IL-12, IFN-, TNF-, IL-4, IL-6, IL-12, IL-18, etc. Is exemplified.
  • test methods can be used by applying clinical and biochemical tests known per se. Each test method is listed in Table 1, Table 2-1 and Table 2-2.
  • EIA Electro Idani luminescence immunoassay
  • ELISA Enzyme Linked Immunosorbent Assay
  • LPIA Latex Photometric Immunoassay
  • RIA Radio I tuno uno Assay
  • SRID Single Radial Immunodiffusion
  • TIA Teurbidimetric Immunoassay
  • Two-Co1 or analysis (CD4 / CD45RA, CD4 / CD29, CDllb / CD8, CD4 / HLADR, HLADR / CD8, CD57 / CD16, CD57 / CD8, CD16 / CD56, CD3 / HLADR, CD25 / CD3, CD25 / CD4, CD25 / CD8, CD4 / CD8, TCRd / CD3, CD1 / CD3, CD5 / CD20, CD23 / CD20, B5 / CD20), Erythrocyte surface marker test (CD55, CD59) C 2) Gene-related test (test for cancer-related genes, etc.)
  • a state-of-the-art study in the field of cancer immunity such as a test for the oxidation / reduction state of macrophages, a test for glucanthione in macrophages, a test for immunosuppressive growth factor (TGF-), Oxidation test (lipid peroxide, superoxide dismutase (SOD) activity, 8-OHdG), erythrocyte surface carbohydrate antigen-related test, natural killer T (NKT) cell test, 3 high An index such as a droxiproline test can be added as a judgment index.
  • TGF- immunosuppressive growth factor
  • Oxidation test lipid peroxide, superoxide dismutase (SOD) activity, 8-OHdG
  • SOD superoxide dismutase
  • 8-OHdG lipid peroxide, superoxide dismutase activity, 8-OHdG
  • erythrocyte surface carbohydrate antigen-related test erythrocyte surface carbohydrate
  • the malignant tumor early examination means of the present invention executes the above malignant tumor examination means and the immune function examination means, lists information and data obtained as a result, adjusts them to specifications that can be examined, and
  • the marker can be compared with the normal or reference value or force, and the soot-off value of the marker, and by recognizing substantial changes in immune function, it becomes possible to predict the occurrence of malignant tumors and to detect them at an early stage.
  • the normal value, reference value, or cut-off value for each marker refers to a scientifically and statistically established value in healthy subjects, and is a normal value for tumor markers and many immune function tests. Alternatively, the reference value or cutoff value is known per se. In addition, for immunological function tests and tumor marker tests, there are cases where normal values are not used as the criteria for test judgment, and the present inventor's own cut-off value is set from the accumulated data of the tests performed. is there.
  • the deviation from the normal value, reference value, or cut-off value If at least one test item deviates from the normal value or reference value or cut-off value for each test item, and more specifically three or more test items, it is a substantial change in immune function.
  • the percentage of deviation is considered to be a significant deviation when the value exceeds the normal value, the reference value, or the cut-off value, but may change due to the accumulation of data over time.
  • T h Single-site T helper (T h) cell line T hreeco 1 or low element values in analytical tests (IFN-a / 1 L-4 / CD4, Thl site force in / Th2 site cytokine ratio ), Low levels of inferior ferrona, low levels of TNF-IL, low levels of IL-112 as cytokine tests, and high levels of IAP (immunosuppressive acidic protein) as immunosuppressant tests. The earliest cancer was found in histological examinations that were later performed for further work-up.
  • Predicting the development of malignant tumors refers to detecting the occurrence of malignant tumors at the very early stage with at least the significant change in immune function as described above, and predicting the tendency of developing constitutional malignant tumors This means obtaining guidance on the treatment policy for malignant tumors and predicting the progress of malignant tumors.
  • the preparation or analysis of blood or urine as a sample is achieved by means known per se, automatically or manually.
  • the data obtained by analysis and inspection is adjusted automatically or manually to specifications that can be reviewed and examined.
  • the specifications that can be reviewed by listing information and data mean that doctors and nurses are adjusted to be able to view information and data at a necessary time. It may be a (measurement result sheet) or a list by a computer system or a computer-readable magnetic medium.
  • the timing of the inspection is not particularly significant if they are substantially at the same time. More preferably, the inspection is performed simultaneously or consecutively.
  • generalization is disclosed as a means for early examination of malignant tumors and / or as a means for predicting expression based on measured values of markers related to malignant tumors and immune functions obtained by the above means. I do.
  • multivariate analysis is performed on the value of each marker obtained by the test means relating to the immune function based on known data collected at the start of the present invention (Reference: Multivariate Analysis Handbook, First edition, second print 1 98 8 Published on March 20, 1996, Hyundai Mathematics Co., Ltd.), performed discriminant analysis (literature), obtained the discriminant function coefficient (literature), and obtained the results.
  • a linear discriminant (same in the literature) or a nonlinear discriminant (same in the literature) is derived, and the discriminant score of each individual or the Mahalanobis distance (same in the literature) is obtained from this equation.
  • the test decision for malignant tumor may be made based on the risk of cancer occurrence estimated from the above-mentioned test for immune function.
  • the determination may be made by adding the obtained information.
  • the sensitivity and specificity of each tumor marker at each cut-off value are calculated, and divided into several groups in the same manner as above based on the estimated risk of cancer incidence.
  • the present invention also provides a means for early examination of malignant tumors and a means for predicting the occurrence of malignant tumors, which select and use an appropriate cutoff value variably (variably) according to the risk of cancer. According to this method, it is possible to obtain an inspection judgment result with higher accuracy than a conventional inspection.
  • the measured value of IL-12 for a certain 56-year-old man is 7.8 (unit: pg / ml).
  • the discriminant formula Ax VIL — 12 + K (A: Discriminant analysis is performed on the basic test data group collected in advance, and the obtained canonical discriminant function coefficient, V IL - 12 : IL - 12 measured value, K: the discriminant is established Necessary constants All these values can be changed by adding new inspection data to the basic inspection data group. 14
  • the following table shows the relationship between the discrimination score of patients judged to be cancer by several detailed tests and the values of various immune markers.
  • Age 7 types 2 types 1 type ⁇ cells IFN-r IL-12 TNF-a Th2 Th1 Th1 / T 2 Risk classification Post-examination diagnosis Female 55-0.64723-0.64120-0.56660 11 2.4 7.8 1000 3.5 11.3 3.2 4 Hepatocytes Cancer Male 71-0.37551-0.48200-0.56660 18 22.3 7.8 1240 2.8 11.5 4.1 5 Hepatocellular carcinoma it Male 45-0.72408-0.60680-0.56660 56 6.7 7.8 280 1.1 11.5 10.5 4 Malignant lymphoma Female 66-0.19770-0.11980-0.02640 11 5.6 15.2 3820 3.7 11.7 3.2 3 Ovarian cancer Male 76 ⁇ 0.47509-0.20630-0.22350 40 17.4 12.5 2220 3.8 11.7 3.1 4 Pharyngeal cancer
  • ROC curves were determined to determine the usefulness of each immune marker in clinical laboratory tests for cancer.
  • the OC curve (Recommended clinical test method 31st edition: Kanehara Publishing Co., Ltd.) is an evaluation method suitable for the purpose of comprehensively evaluating the sensitivity and specificity of the test method.
  • Sensitivity as used herein refers to the true positive rate (a / (a) when the test results are classified into true positive (a), false negative (b), false positive (c), and true negative (d). + b)), and the specificity means the true negative rate (d / (c + d)).
  • a test method that satisfies both sensitivity and specificity is an excellent test method.
  • the usefulness of the test is that the ROC curve obtained is on a diagonal line from the lower left corner to the upper right corner.
  • An inspection that cannot be performed, or an inspection that shows a curve that is closer to the upper left corner, is a highly capable inspection, and the usefulness of that inspection can be judged.
  • Fig. 1 shows Thl
  • Fig. 2 shows NK cell activity
  • Fig. 3 shows TNF-hi
  • Fig. 4 shows Th2
  • Fig. 5 shows IL-12
  • Fig. 6 shows IFN- ⁇
  • Fig. 7 shows Thl / Th2. 3 shows the test results.
  • the test in which IL-12 or IFN- was set as a parameter was considered to be a test with a high ability to detect cancer because the ROC curve was close to the upper left corner.
  • IL-12 is useful as a parameter for measuring the risk of cancer, and as shown in Table 5 in Example 5, there is a significant difference between the value in healthy subjects and the value in cancer patients. Admitted.
  • the car showed abnormal values, but no cancer was detected by various detailed inspections, and there were some subjects whose cancer risk was judged to be high in the future.
  • Administration of a substance with an IL-12 increasing effect to this subject for the purpose of preventing cancer development resulted in an increase in IL-12 levels and the return of tumor markers to normal levels.
  • Laboratory findings indicate that the risk of cancer has been reduced. That is, the examination means of the present invention can not only detect malignant tumors early but also predict their occurrence.
  • the effect of increasing site-related proteins related to the risk of cancer such as IL-12, IFN-, TNF-, etc., especially IL-12, and these, especially IL-12, is increased.
  • Substance and Z or a composition containing the substance are useful for preventing cancer development, and if the risk of cancer in the future is determined to be high by the testing means of the present invention, Ingestion of these substances for cancer prevention may reduce the risk of cancer.
  • the present invention can also process each of the above information as a computer system (a magnetic medium readable by a computer). It is a means for recognizing and accumulating at least the information obtained by the above-mentioned test means for the immune function, preferably a test means for the malignant tumor and a test means for the immune function, and a normal value, a reference value or a cut-off value by each test means in advance.
  • Biochemistry (blood) tests Total protein, albumin, BUN, Cr, GOT, GPT, ALP, LDH, G-GTP, T-Bil, D-Bil, ChE, CPK, AMY, Na, No abnormalities were observed for K, Cl, CRP, Fe, TG, T-Coll, and BS.
  • Helper T cell line Thr eeco 1 by flow cytometry or low values of elements in analytical tests (IFN-y / IL-4 / CD4, Thl site force in / Th2 Site force-in ratio) (Low, 3.5)
  • IAP immunosuppressive acidic protein
  • NCC-ST-439 (within normal range, 5.5)
  • Chest A tumor of about 7 mm in diameter was found in the lower lobe of the right lung.
  • a precision spiral CT scan showed a 7 mm diameter tumor in the lower lobe of the right lung, so the dog was considered to have a possibility of lung cancer, and he was ordered to undergo medical treatment in accordance with the health insurance system.
  • a sputum cytology later confirmed a definitive diagnosis of squamous cell carcinoma, and surgery was performed for an early lung cancer patient to remove the tumor. This is an example in which a very early stage of lung cancer that cannot be normally detected is found by the cancer immunodock TM system according to the present invention.
  • Biochemistry (blood) test total protein, albumin, BUN, Cr, ALP, LDH, T-Bil, D-Bil, ChE, CPK, AMY, Na, K, Cl, C
  • Chest X-ray No abnormal shadows.
  • Helper T (Th) cell line Threeco 1 or low element value in analysis test (IFN-y / IL-4 / CD4, Thl cytokine / Th2 cytokine ratio) (low value, 2.7) twenty two
  • IAP immunosuppressive acidic protein
  • NCC-ST-439 (within normal range, 5.0)
  • the cut-off value for the tumor is reduced because it falls into the group with significantly higher risk of cancer than the estimated risk of cancer.
  • DUPAN 2 entered the area of caution at 30 or more, and SLX also entered the area of caution at 25 or more. .
  • the subject determined that there was a risk of cancer and, upon a detailed examination, found gastric cancer.
  • the subject determined that there was a risk of cancer and, upon a detailed examination, found gastric cancer.
  • Fig. 1 shows Thl
  • Fig. 2 shows NK cell activity
  • Fig. 3 shows TNF-H
  • Fig. 4 shows Th2
  • Fig. 5 shows IL-12
  • Fig. 6 shows IFN-
  • FIG. 7 shows Thl / Th2.
  • the vertical axis indicates sensitivity
  • the horizontal axis indicates 1-specificity.
  • the curve coordinates indicate the sensitivity and the specificity corresponding to the test value of each marker, and the provisional cut-off value for each marker was calculated. The reason for this provisional is that if the number of known test results to be examined is added, the cutoff value may fluctuate.
  • the horizontal axis indicates the stage of cancer or the classification of healthy subjects
  • the vertical axis indicates the power of each force.
  • the Thl test showed an ROC curve (a contrast curve between sensitivity and 1-specificity) that was close to the diagonal line connecting the lower left corner and the upper right corner, and it was concluded that this test alone was a test with low cancer detection ability. Based on the coordinates of the curve, it was determined that the provisional cut-off value was 25.45, the sensitivity was 63%, and the specificity was 60%. From the distribution graph, it is difficult to recognize a clear difference between healthy people and cancer patients. However, when the Mann-Whitney test, one of the nonparametric tests, is performed (literature), a significant difference of 1% or less is obtained. Admitted. The unit of Th1 is%, which is the ratio of observed lymphocytes producing Th1 cytokines contained in CD4 + lymphocytes.
  • the NK cell activity test showed an ROC curve (a contrast curve between sensitivity and 1-specificity) close to the diagonal line connecting the lower left corner and the upper right corner, and it was concluded that this test alone had a low cancer detection ability. . From the coordinates of the curve, a provisional cut-off value of 36.5, a sensitivity of 57%, and a specificity of 55% were determined. From the distribution graph, no clear difference could be obtained between healthy people and cancer patients (N.S .; Not Significant). The unit of NK cell activity is the percentage (%) considered to have damaged the target cells when the NK cells were cultured with the target cells.
  • the TNF-HI test shows an ROC curve (a contrast curve between sensitivity and 1-specificity) that is close to the diagonal line connecting the lower left and upper right corners.
  • the distribution graph shows a clear difference between healthy subjects and cancer patients, and a significant difference of 1% or less was obtained when the Mann-Whitney test, one of the nonparametric tests, was performed.
  • TNF The unit is pg / ml.
  • the Th2 test showed an ROC curve close to the diagonal line between the lower left corner and the upper right corner (sensitivity versus 1-specificity curve), and it was concluded that this test alone was a test with low cancer detection ability. Based on the coordinates of the curve, it was determined that the provisional cutoff value was 2.45, the sensitivity was 65%, and the specificity was 65%. The distribution graph did not show a clear difference between healthy and cancer patients.
  • the unit of Th2 is%, which is the ratio of observed lymphocytes producing Th2 cytokines contained in CD4 + lymphocytes.
  • the IL-12 test shows an R ⁇ C curve (sensitivity versus 1-specificity curve) near the upper left corner, far away from the diagonal of the lower left and upper right corners, indicating the ability to detect cancer alone.
  • the test was judged to be extremely high. Based on the coordinates of the curve, the provisional cutoff value was determined to be 7.85, sensitivity 74%, and specificity 91%.
  • the distribution graph showed a clear difference between healthy subjects and cancer patients, and a Mann-Whitney test, one of the nonparametric tests, showed a significant difference of 1% or less in the risk factor.
  • the unit of I L-12 is pg / ml.
  • the IFN-a test shows an R ⁇ C curve (a contrast curve between sensitivity and 1-specificity) that is close to the upper left corner, far away from the diagonal of the lower left and upper right corners, and is extremely capable of detecting cancer by itself. It was judged to be a high test. Based on the coordinates of the curve, the provisional cut-off value was determined to be 20, sensitivity 77%, and specificity 77%. The distribution graph showed a significant difference between healthy individuals and cancer patients, and when the Mann-Whitney test, one of the nonparametric tests, was performed, a significant difference of 1% or less was found.
  • the unit of IFN-I is IU / ml. 27
  • Thl / Th2 test shows an ROC curve (a contrast curve between sensitivity and 1-specificity) that is close to the diagonal line connecting the lower left corner and the upper right corner, and it is judged that this test alone has low cancer detection ability. did. From the coordinates of the curve, it was determined that the provisional cut-off value was 10.13942, the sensitivity was 61%, and the specificity was 61%.
  • Thl / Th2 is the ratio of the proportion of lymphocytes producing Th1 cytokines to the proportion of lymphocytes producing Th2 cytokines contained in CD4 + lymphocytes.
  • the discrimination value between cancer patients and healthy subjects was specified, and the value of each immune marker was measured.
  • the results are shown in Table 3.
  • the seven types of discrimination are defined as: (AXV IL - 12 ), which is the immune marker for IL-12, IFN- ⁇ , TNF-HI, Thl, Th2, Thl / Th2 ratio, and NK cell activity.
  • Discriminant AxV IL — 12 + BxV IFN — 7 + K (similar to the note)
  • One kind of discriminant is the discriminant of Ax V IL _ 12 + K (similar to the note)
  • Units of disease parameters one coater is, NK cells activity and Thl, Th2 is%, I FN- ⁇ the IU / ml, IL one 12 and TNF- flight are pg / ml.
  • IFN-a and IL-12 clearly showed a significant difference between the values in healthy subjects and those in cancer patients.
  • IFN- ⁇ the association with cancer was suggested at 1 IU / ml or less, more specifically at 16 IU / ml or less, and for IL-12, 20 pg / ml or less, more specifically at 1 IU / ml.
  • the IFN-A was 18 IU / ml or more and the IL_12 was 20 pg / m1 or more, it was determined that the group had a low cancer prevalence. Conversely, it is also judged to be a high-health group with a low risk of cancer.
  • Cytokine examination showed a decrease of IL-12: 7.8, indicating an abnormal value of BFP: 7.9, which is the best tumor. No cancer was detected by various detailed tests, and the risk of cancer was determined to be high in the future.
  • the means of the present invention provides means for early detection of malignant tumors, and makes a great contribution in the field of preventive medicine. Further, the means of the present invention enables the prediction of the transition of a malignant tumor, provides a report on the predisposition to the occurrence of a malignant tumor, enables advance prediction of the onset of a malignant tumor, and allows the recurrence of a malignant tumor to occur. And / or unprecedented means of testing that can predict the risk of metastasis.

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Abstract

A means of early examination and prevention of a malignant tumor characterized by comprising comparing data obtained by a means of examining a malignant tumor and data obtained by a means of examining immunological functions with normal values, standards or cutoff values for each marker, and thus predicting or detecting the expression or presence of the malignant tumor on the basis of substantial changes in the immunological functions.

Description

CT/JP00/01775  CT / JP00 / 01775
1 1
明細  Statement
悪性腫瘍の早期検査手段 技術分野 Techniques for early detection of malignant tumors
本発明は、 総合的な疾患検査手段における、 悪性腫瘍の早期発見検査手段の提 供に関するものである。 背景技術  The present invention relates to provision of a means for early detection and examination of malignant tumors in a comprehensive disease examination means. Background art
総合的な疾患検査手段は、 人間ドックと呼ばれ、 各種疾患を早期に発見するた めに有用なシステムであることが認識され、 今日広く利用されている。 しかし、 従来のこれら総合的な疾患検査手段にあっては、 免疫機能の検査は重要視されて いなかった。  A comprehensive disease testing tool, called a medical checkup, is recognized as a useful system for early detection of various diseases, and is widely used today. However, testing of immune function has not been regarded as important in these conventional comprehensive disease testing methods.
特に、 悪性腫瘍の検査においては、 がんの検出に必ずしも特化していない一般 的な検査 (血液、 尿、 画像診断など) や、 いわゆるがんマーカ一 (腫瘍マ一力一) と呼ばれるものを疾患の指標として、 検査を行っていた。 一般的な検査や腫瘍マ —力一を用いた従前の検査方法で発見されるがんは、 ある程度進行した段階のが んであることが多く、 また発見されるがんの部位も限られていた。 そのため、 一 般的な検査や腫瘍マーカーで検知できないがんにあっては、 全く早期発見の手段 が存在しない状態であった。 発明の開示  In particular, in the examination of malignant tumors, general examinations (blood, urine, diagnostic imaging, etc.) that are not necessarily specialized in detecting cancer, and so-called cancer markers (tumor markers) Testing was being performed as an indicator of disease. Cancers found by conventional examinations and conventional examination methods using tumors were often cancers at an advanced stage, and cancer sites found were limited. . As a result, there was no means for early detection of cancer that could not be detected by general tests or tumor markers. Disclosure of the invention
本発明は、 従来の方法では検出不可能であつたがんを、 より早期の段階で、 発 現予測する及び/又は検出することのできる手段を提供することである。  An object of the present invention is to provide a means capable of predicting and / or detecting the occurrence of cancer that could not be detected by the conventional method at an earlier stage.
すなわち本発明は、 免疫機能に関する検査手段によって得られる情報を、 各マ —力一についての正常値又は基準値又はカツトオフ値と比較し、 免疫機能の実質 1775 That is, the present invention compares the information obtained by the test means relating to the immune function with a normal value, a reference value, or a cut-off value for each of the markers, and 1775
2 Two
的な変化を認識することで、 悪性腫瘍の発現予測及び/又は早期発見を行うこと からなる、 悪性腫瘍の早期検査手段を提供する。 また本発明は、 悪性腫瘍に関する検査手段によって得られる情報と、 免疫機能 に関する検査手段によって得られる情報とを、 検体の血液又は尿を用いて分析 · 入手し、 該情報を一覧して検討可能な仕様に調整することからなる、 各マーカ一 についての正常値又は基準値又はカツ トオフ値と比較可能として免疫機能の実質 的な変化を認識することで悪性腫瘍の発現予測及び早期発見を行うことを可能と しうる、 総合的な悪性腫瘍の早期検査手段を提供する。 The present invention provides an early examination means for malignant tumors, which comprises predicting malignant tumor expression and / or detecting malignant tumors at an early stage by recognizing a significant change. Further, the present invention can analyze and obtain information obtained by a test means relating to a malignant tumor and information obtained by a test means relating to an immune function using blood or urine of a sample, and list and examine the information. By adjusting to the specifications, it is possible to predict the occurrence of malignant tumors and to detect them early by recognizing substantial changes in immune function by making them comparable to the normal value, reference value, or cut-off value for each marker. Provide a possible, comprehensive means of early detection of malignant tumors.
本発明の総合的な悪性腫瘍の早期検査手段は、 総合的な疾患検査項目として、 悪性腫瘍に関する検査手段と免疫機能に関する検査手段とを実行し、 少なくとも これら 2つの検査手段によって得られる情報を入手 ·分析することを特徴とする。 また本発明の総合的な悪性腫瘍の早期検査手段は、 悪性腫瘍に関する検査手段 と免疫機能に関する検査手段とによって得られる情報を認識する手段と、 予め各 検査手段による正常値又は基準値又は力ットオフ値として特定された数値を記憶 又は認識する手段と、 これらの数値における有意差を認識しうる手段とを備える ことを特徴とする。 本発明の総合的な悪性腫瘍の早期検査手段において、 免疫機能に関する検査が ナチュラルキラ一 (N K ) 細胞活性検査とヘルパー T細胞系検査 (ヘルパー T細 胞内サイ トカイン検査) であることができ、 この検査数値が正常値又は基準値又 はカツトオフ値と有意差をもって乖離していることをもって判断をすることがで きる。  The comprehensive malignant tumor early examination means of the present invention executes malignant tumor examination means and immune function examination means as comprehensive disease examination items, and obtains information obtained by at least these two examination means. · Characterized by analyzing. In addition, the comprehensive early inspection means for malignant tumors of the present invention includes: means for recognizing information obtained by the examination means for malignant tumor and the examination means for immune function; and a normal value, a reference value, or a power off by each examination means in advance. It is characterized by comprising means for storing or recognizing numerical values specified as values, and means for recognizing a significant difference between these numerical values. In the comprehensive means for early examination of malignant tumors of the present invention, the tests for immune function can be a natural killer (NK) cell activity test and a helper T cell system test (test for cytokines in helper T cells), Judgment can be made based on the fact that this test value is significantly different from the normal value, reference value or cut-off value.
また本発明の総合的な悪性腫瘍の早期検査手段において、 免疫機能に関する検 査がナチュラルキラー (N K ) 細胞活性検査、 ヘルパー T細胞系検査 (ヘルパー T細胞内サイ トカイン検査) 及びキラ一 T細胞系検査であることができ、 この検 査数値が正常値又は基準値又はカツ トオフ値と有意差をもって乖離していること をもって判断することができる。 Further, in the comprehensive means for early examination of malignant tumors of the present invention, tests for immune function include natural killer (NK) cell activity test, helper T cell test (helper T cell cytokine test), and killer T cell test. The test value can deviate from the normal value, reference value, or cut-off value with a significant difference. Can be determined by
さらに本発明の総合的な悪性腫瘍の早期検査手段において、 免疫機能に関する 検査がナチュラルキラー (NK) 細胞活性検査、 ヘルパー T細胞系検査 (ヘルパ —T細胞内サイ トカイン検査) に加えてイン夕一フエロンァ (I FN—ァ)、腫瘍 壊死因子ひ (TNF—ひ)、 インタ一ロイキン 12 (I L— 12)、 イン夕一ロイ キン 18 ( I L— 18) を含むサイ ト力イン検査であることができ、 この検査数 値が正常値又は基準値又はカツトオフ値と有意差をもって乖離していることをも つて判断することができる。  Furthermore, in the comprehensive means for early examination of malignant tumors of the present invention, a test for immune function is performed in addition to a natural killer (NK) cell activity test and a helper T cell line test (helper—intracellular cytokine test). Site force-in test may include ferrona (IFN-a), tumor necrosis factor (TNF-), interleukin 12 (IL-12), and inuichi leukin 18 (IL-18). It can be judged based on the fact that this test value is significantly different from the normal value, reference value or cut-off value.
さらにまた本発明の総合的な悪性腫瘍の早期検査手段において、 免疫機能に関 する検査がナチュラルキラ一 (NK) 細胞活性検査、 ヘルパー T細胞系検査 (へ ルパー T細胞内サイ トカイン検査) 及びキラ一 T細胞系検査に加えてインタ一フ エロンァ (I FN—ァ)、 腫瘍壊死因子ひ (TNF—ひ)、 ィン夕一ロイキン 12 (I L— 12)、 イン夕一ロイキン 18 ( I L- 18)を含むサイ トカイン検査で あることができ、 この検査数値が正常値又は基準値又はカツ トオフ値と有意差を もって乖離していることをもって判断することができる。  Furthermore, in the comprehensive means for early examination of malignant tumors of the present invention, tests for immune function include natural killer (NK) cell activity test, helper T cell line test (helper T cell cytokine test) and killer test. In addition to T cell line testing, interferon (IFN-A), tumor necrosis factor (TNF-), in Yuichi Leukin 12 (IL-12), in Yuichi Leukin 18 (IL- It can be judged from the fact that this test value deviates from the normal value, reference value or cut-off value with a significant difference.
また本発明の総合的な悪性腫瘍の早期検査手段において、 免疫機能に関する検 査がナチュラルキラ一 (NK) 細胞活性検査とヘルパー T細胞系検査 (ヘルパー T細胞内サイ トカイン検査) に加えてィン夕一フエロンァ ( I FN—ァ)、腫瘍壊 死因子ひ (TNF—ひ)、 インタ一ロイキン 12 ( I L— 12)、 インタ一ロイキ ン 18 ( I L— 18 ) を含むサイ トカイン検査及び免疫抑制酸性蛋白 ( I AP ) を含む免疫抑制性物質検査であることができ、 この検査数値が正常値又は基準値 又はカツトオフ値と有意差をもって乖離していることをもって判断することがで きる。  In addition, in the comprehensive means for early examination of malignant tumors of the present invention, an immunological function test is performed in addition to a natural killer (NK) cell activity test and a helper T cell system test (test for cytokines in helper T cells). Cytokine testing and immunosuppressive acid containing Yuichi Feron-a (IFN-a), tumor necrosis factor (TNF-hi), interleukin-12 (IL-12), and interleukin-18 (IL-18) It can be a test for immunosuppressive substances containing protein (IAP), and it can be judged from the fact that this test value deviates from the normal value, the reference value, or the cut-off value with a significant difference.
さらに本発明の総合的な悪性腫瘍の早期検査手段において、 免疫機能に関する 検査がナチュラルキラー (NK) 細胞活性検査、 ヘルパー T細胞系検査 (ヘルパ —T細胞内サイ トカイン検査) およびキラー T細胞系検査に加えてインターフエ ロン y (IFN—ァ)、腫瘍壊死因子ひ (TNF—ひ)、 インターロイキン 12 (I L— 12)、 ィン夕一ロイキン 18 ( I L- 18)を含むサイ トカイン検査及び免 疫抑制酸性蛋白 (IAP) を含む免疫抑制性物質検査であることができ、 この検 査数値が正常値または基準値またはカツトオフ値と有意差をもって乖離している ことをもって判断することができる。 Furthermore, in the comprehensive means for early examination of malignant tumors of the present invention, tests for immune function include natural killer (NK) cell activity test, helper T cell system test (helper -Intra-T cell cytokine test) and killer T cell line test, plus interferon y (IFN-a), tumor necrosis factor (TNF-), interleukin 12 (IL-12), It can be a cytokine test containing leukin-18 (IL-18) and an immunosuppressive substance test containing immunosuppressive acidic protein (IAP), and this test value is significantly different from the normal value, standard value or cut-off value. Judgment can be made based on the fact that there is a difference.
本発明の総合的な悪性腫瘍の早期検査手段において、 免疫機能に関する検査は インタ一ロイキン 12 (IL— 12)、 インタ一フエロンァ (I FN— y)、 イン 夕一ロイキン 18 (I L— 18) のうち少なくとも 1つを含むサイ トカイン検査 であってもよく、 この検査数値が正常値又は基準値又はカッ トオフ値と有意差を もって乖離していることをもって判断することができる。  In the comprehensive means for early examination of malignant tumors of the present invention, the test for immune function is performed by using interleukin 12 (IL-12), interferona (IFN-y), and inuichi leukin 18 (IL-18). It may be a sitekine test that includes at least one of them, and it can be determined based on the fact that this test value deviates from the normal value, the reference value, or the cutoff value with a significant difference.
上記本発明の総合的な悪性腫瘍の早期検査手段において、 免疫機能に関する検 査判断は、 各免疫マ一カーについての判別関数係数を判別分析を用いて求めるこ とにより行われてもよい。また、免疫機能に関する検査判断は、少なくとも年齢 ' 性別に調整したがん罹患率 (有病率) よりがん罹患危険度を推定し、 判別式によ つて得られた判別得点を数群に振り分けることにより行われてもよい。  In the above-mentioned comprehensive early examination of malignant tumors of the present invention, the examination judgment on the immune function may be performed by obtaining the discriminant function coefficient for each immune marker using discriminant analysis. In addition, the test decision on immune function is based on at least the cancer incidence rate (prevalence) adjusted for age and gender, and the risk of cancer is estimated, and the discrimination score obtained by the discriminant is divided into several groups. It may be performed by the following.
本発明の総合的な悪性腫瘍の早期検査手段において、 悪性腫瘍に関する検査手 段は、 各腫瘍マーカー及び/又は各種免疫マーカ一の各カツトオフ値における感 度及び特異度を算定することにより行われてもよい。 また、 悪性腫瘍に関する検 査手段は、 公知もしくは一般的ながん罹患率又はがん有病率をもとにがん罹患危 険度を推定し、 数群にわけて各カツ トオフ値を設定することにより行われてもよ い  In the comprehensive early examination method for malignant tumors of the present invention, the examination means for malignant tumors is performed by calculating the sensitivity and specificity at each cut-off value of each tumor marker and / or various immune markers. Is also good. In addition, the means of examination for malignant tumors is to estimate the risk of cancer based on the known or general cancer incidence or cancer prevalence, and set each cut-off value in several groups. May be done by
上記本発明の悪性腫瘍の早期検査手段は、 免疫機能に関する検査判断により決 定された判別得点に基づく各群において、 悪性腫瘍に関する検査手段により算出 したカッ トオフ値を固定したものでなく可変的に利用することにより、 危険度を T/JP00/01775 The malignant tumor early test means of the present invention described above is characterized in that the cut-off value calculated by the malignant tumor test means is not fixed but variable in each group based on the discrimination score determined by the immune function test judgment. By using, the risk T / JP00 / 01775
5 Five
判定することもできる。 ここで、 本発明の悪性腫瘍の早期検査手段は、 該危険度 をスコア一化して表示することもできる。 本発明の悪性腫瘍の早期検査手段において、 手段は測定方法であることができ る。 本発明の悪性腫瘍の早期検査手段において、 手段は測定に必要な試薬であるこ とができる。 本発明の悪性腫瘍の早期検査手段において、 手段は測定結果シートであること ができる。 It can also be determined. Here, the means for early inspection of malignant tumor of the present invention can also display the risk as a single score. In the means for early detection of a malignant tumor according to the present invention, the means may be a measuring method. In the means for early detection of a malignant tumor according to the present invention, the means can be a reagent necessary for measurement. In the means for early inspection of a malignant tumor according to the present invention, the means may be a measurement result sheet.
本発明の悪性腫瘍の早期検査手段において、 手段はコンピュータ読み取り可能 な記録媒体であることができる。  In the means for early examination of malignant tumor of the present invention, the means can be a computer-readable recording medium.
図面の説明 Description of the drawings
図 1 : Th 1検査の ROC曲線 (A)、 曲線の座標 (B)、 及び分布グラフ (C) を示した説明図である。  Figure 1: It is an explanatory diagram showing the ROC curve (A), curve coordinates (B), and distribution graph (C) of the Th1 test.
図 2 : 1^1(細胞活性検査の1 0。曲線 (A)、 曲線の座標 (B)、 及び分布グラ フ (C) を示した説明図である。 図 3 : TNF—ひ検査のROC曲線 (A)、 曲線の座標 (B)、 及び分布グラフ (C) を示した説明図である。  Fig. 2: 1 ^ 1 (10 for cell activity test. It is an explanatory diagram showing the curve (A), the coordinates of the curve (B), and the distribution graph (C). FIG. 4 is an explanatory diagram showing a curve (A), coordinates (B) of the curve, and a distribution graph (C).
図 4 : 丁1 2検査の1 0 ( 曲線 (A)、 曲線の座標 (B)、 及び分布グラフ (C) を示した説明図である。  Fig. 4: It is an explanatory diagram showing 10 (curve (A), curve coordinates (B), and distribution graph (C) of the Ding 12 inspection.
図 5 : I L- 12検査の ROC曲線、 ) 曲線の座標 (Β)、 及び分布グラフ (C) を示した説明図である。  Figure 5: Illustrated diagram showing the ROC curve of the IL-12 test, the coordinates of the curve (Β), and the distribution graph (C).
図 6 : I FN—ァ検査の R〇 C曲線 (A)、 曲線の座標 (B)、 及び分布グラフ (C) を示した説明図である。  Figure 6: An explanatory diagram showing the R〇C curve (A), the coordinates of the curve (B), and the distribution graph (C) of the IFN-key test.
図 7 : Th 1/Th 2検査の RO C曲線 (A) 及び曲線の座標 (B) を示した T /01775 Figure 7: The ROC curve (A) and the coordinates (B) of the Th1 / Th2 test are shown. T / 01775
6 6
説明図である。 FIG.
発明の実施の最良の形態 本発明は、 より早期の段階で、 悪性腫瘍の発現が予測及び 又は検出可能な状 態を達成するために、 従前の悪性腫瘍に関する検査手段によって得られる情報に 加えて、 免疫機能に関する検査手段によって得られる情報を、 総合的な疾患検査 手段に導入したことを最も主要な特徴とする。 そして、 本発明者は、 本手段の全 体又は免疫検査をがん免疫ドック TM (ィムノ ドヅク TM;)、又はがん免疫判定 TM (ィ ムノチェヅク TM) と命名した。 なお、 以下、 TMという記載は、 商標を意味する。 悪性腫瘍に関する検査手段によって得られる情報とは、 従前から公知のものが 広く利用できるがこれらに限定されるものではない。 例えば、 免疫抑制酸性蛋白 (I AP)ヽ フェリチン、 TPA、 ひ FP、 P I VKA— 2、 DUPAN— 2、 ェ ラス夕一ゼ 1、 CA 1 9— 9、 CEA、 SPan— 1、 NCC—S T— 439、 CA 15— 3、 B CA 225、 SLX、 P SA, ァー s m、 PAP, CA 12 5、 CA72— 4、 S TN、 S CC、 SYFRA、 P r o GRP. NSE、 BFP、 1 CTP、 GAT、 CS LEX、 NM P 22等の腫瘍マ一力一、 がん関連抗原な どが例示される。 これら検査項目は、 所望により、 複数を選択して使用すること が可能であり、 随時追加することも可能である。 BEST MODE FOR CARRYING OUT THE INVENTION The present invention provides, in an earlier stage, the information obtained by the conventional malignant tumor examination means in order to achieve a state where the occurrence of the malignant tumor is predicted and / or detectable. The most important feature is that the information obtained by the means for examining immune function is introduced into comprehensive disease examination means. The present inventor has named the whole or immunological test of this means as Cancer Immune Dock (ImmunoDec ) or Cancer Immune Judgment (ImmunoDec ). Hereinafter, the term TM means a trademark. As the information obtained by the examination means for malignant tumors, conventionally known information can be widely used, but is not limited thereto. For example, immunosuppressive acidic protein (IAP) ヽ ferritin, TPA, FP, PI VKA-2, DUPAN-2, eras 1, CA 19-9, CEA, SPan-1, NCC-ST 439, CA 15-3, B CA 225, SLX, PSA, sm, PAP, CA125, CA72-4, STN, SCC, SYFRA, Pro GRP. NSE, BFP, 1 CTP, GAT , CSLEX, NMP22, etc., and cancer-related antigens. A plurality of these inspection items can be selected and used as desired, and can be added as needed.
免疫機能に関する検査手段によって得られる情報としては、 免疫細胞に関する 検査、 サイ トカイン (免疫生理活性物質) 検査、 主要組織適合性抗原検査、 ァラ キドン酸系 (プロスタグランジン E2等) 検査、 グル夕チオン検査等により得ら れる情報が挙げられる。 しかし、 今後の免疫学の進歩に伴って判明した免疫機能 の指標となる物質を、 さらに検査項目として追加することも可能である。 免疫細胞に関する検査の事例としては、 ヘルパー T (Th) 細胞検査 (ヘルパ — T細胞内サイ ト力イン検査; CD 4/1 FN—ァ /I L— 4 : Thr e e c o 1 o r解析)、 キラ一 T (Tk)細胞検査 (HL A-DR/CD 8: Two c o 1 o r解析)、 ナチュラルキラー (NK)細胞活性検査が例示される。 The information obtained by the inspection means about immune function, tests for immune cells, cytokines (immune physiologically active substance) inspection, major histocompatibility antigen test, § La Kydon acid (prostaglandin E 2, etc.) tests, Guru Information obtained through evening thione inspections, etc., is mentioned. However, it is also possible to add substances that serve as indicators of immune function that have been identified with the advancement of immunology in the future as test items. Examples of tests for immune cells include the helper T (Th) cell test (helper — T-cell site force-in test; CD 4/1 FN—IL / IL—4: Thr eec o 1 or analysis), killer T (Tk) cell test (HL A-DR / CD 8: Two co 1 or analysis), and natural killer (NK) cell activity test.
これら免疫機能に関する検査手段は、 適宜組み合わせて使用が可能であるが、 好ましくは NK細胞活性検査及び T h細胞検査、 より好ましくは両検査に加えて Tk細胞検査及び/又はサイ トカイン検査、 さらに好ましくはこれらに加えて IAPを含む免疫抑制性物質検査を行うことが望ましい。 又は、 免疫機能検査と して、 サイ トカイン検査のみを選択してもよい。  These immunological function test means can be used in an appropriate combination, but are preferably NK cell activity test and Th cell test, more preferably both Tk cell test and / or cytokine test, more preferably It is desirable to conduct immunosuppressive substance tests including IAP in addition to these. Alternatively, only the cytokine test may be selected as the immune function test.
サイ ト力イン (免疫生理活性物質) 検査としては、 IL— 12検査、 IFN— ァ検査、 T N F—ひ検査、 I L— 4検査、 I L— 6検査、 I L一 2検査、 I L一 18検査等が例示される。  Site-in (immunophysiologically active substance) tests include IL-12, IFN-, TNF-, IL-4, IL-6, IL-12, IL-18, etc. Is exemplified.
これら検査手段は、 自体公知の臨床、 生化学的検査を応用して利用できるもの であり、 各検査手段については、 表 1、 表 2— 1及び表 2— 2に一覧表として提 示した。  These test methods can be used by applying clinical and biochemical tests known per se. Each test method is listed in Table 1, Table 2-1 and Table 2-2.
(以下余白)  (Hereinafter the margin)
差替え用紙 (規則 26) 7/1 Replacement form (Rule 26) 7/1
表 1 table 1
Figure imgf000010_0001
Figure imgf000010_0001
差替え用紙 (規貝 IJ26) 表 2 — 1 Replacement paper (Kaikai IJ26) Table 2 — 1
Figure imgf000011_0001
Figure imgf000011_0001
差替え用紙 ( 26 8/1 Replacement paper (26 8/1
表 2— 2 Table 2—2
Figure imgf000012_0001
Figure imgf000012_0001
(以下余白) 差替え用紙 (規則 26) P00/ 1775 (Below margin) Replacement paper (Rule 26) P00 / 1775
ECLIA (Electrochemi luminescence Immunoassay):電気ィ匕学発光免疫測定法 EIA (Enzyme Immunoassay):酵素免疫測定法 ECLIA (Electrochemi luminescence Immunoassay): Electro Idani luminescence immunoassay EIA (Enzyme Immunoassay): Enzyme immunoassay
ELISA (Enzyme Linked Immunosorbent Assay):固相酵素免疫測定法  ELISA (Enzyme Linked Immunosorbent Assay): Enzyme-linked immunosorbent assay
IEMA ( Immunoenzymometric Assay) : ィムノエンザィムメ トリック法  IEMA (Immunoenzymometric Assay)
I MA ( Immunoradiometric Assay) : ィムノラジオメ トリック法  I MA (Immunoradiometric Assay): Immunoradiometric method
LPIA (Latex Photometric Immunoassay) : ラテックス光学的免疫測定法 RIA (Radio I腿 uno Assay):放射免疫測定法  LPIA (Latex Photometric Immunoassay): Latex optical immunoassay RIA (Radio I tuno uno Assay): Radioimmunoassay
RPHA (Reversed Passive Hemagglutination):逆受動血球凝集反応  RPHA (Reversed Passive Hemagglutination): Reverse Hemagglutination
SRID (Single Radial Immunodiffusion):単純放射状免疫拡散法  SRID (Single Radial Immunodiffusion): Simple radial immunodiffusion
TIA (Turbidimetric Immunoassay):免疫!:匕獨法  TIA (Turbidimetric Immunoassay): Immunity! : The dangdo method
各測定方法については自体公知であり、 例えば、 臨床検査法提要、 平成 1 0年 9月 2 0日、 第 3 1版に詳細に記載されている。  Each measurement method is known per se, and is described in detail, for example, in the Proposal of Clinical Laboratory Test, September 20, 1999, Edition 31.
さらに、 下記の検査項目を好ましくは追加することができる。  Further, the following inspection items can be preferably added.
1 ) 免疫機能関連検査  1) Immune function-related tests
イン夕一フエロンひ、 インターフェロン ?、 インターロイキン 1、 イン夕一口 ィキン 5、 イン夕一ロイキン 8、 インタ一ロイキン 1 0、 顆粒球コロニー刺激因 子 (G- CSF)、 顆粒球マクロファージコロニー刺激因子 (GM- CSF)、 可溶性 VCAM- 1、 可溶性 ICAM-1、 T細胞百分率、 B細胞百分率、 フィ 卜へマグルチニン (PHA) に よるリンパ球幼若化検査、 コンカナパリン— A (Con- A) によるリンパ球幼若化検 査ヽ IL-2 産生能試験、 LAK ( lymphokine activated ki l ler cel l ) 活性検査、 モ ノクロ一ナル抗体によるリンパ球表面マ一カー解析 (CD1、 CD2、 CD3、 CD4、 CD5、 CD7、 CD8、 CD10、 CD11、 CD13、 CD14、 CD15、 CD16、 CD 19, CD20、 CD21、 CD22、 CD24、 CD25、 CD30、 CD33、 CD34、 CD38、 CD56、 CD57、 CD71、 TCR-ひ ?、 TCR-ァ 5 (ガン 10 In-Yuichi Feron, Interferon II, Interleukin 1, In-Yuguchi Ikin 5, In-Yuichi Leukin 8, Inter-Ileukin 10, Granulocyte Colony Stimulating Factor (G-CSF), Granulocyte Macrophage Colony-Stimulating Factor ( GM-CSF), soluble VCAM-1, soluble ICAM-1, percentage of T cells, percentage of B cells, lymphocyte transformation by phytohemagglutinin (PHA), lymphocytes by concanapalin-A (Con-A) Immature assay: IL-2 production ability test, LAK (lymphokine activated key cell) activity test, lymphocyte surface marker analysis by monoclonal antibody (CD1, CD2, CD3, CD4, CD5, CD7, CD8, CD10, CD11, CD13, CD14, CD15, CD16, CD19, CD20, CD21, CD22, CD24, CD25, CD30, CD33, CD34, CD38, CD56, CD57, CD71, TCR-H, TCR- A5 (Gun Ten
マ 'デル夕)各検査)、 T w o - C o 1 o r解析によるリンパ球表面マーカ一解析 (CD4/CD45RA, CD4/CD29, CDllb/CD8、 CD4/HLADR, HLADR/CD8, CD57/CD16, CD57/CD8, CD16/CD56, CD3/HLADR, CD25/CD3、 CD25/CD4, CD25/CD8、 CD4/CD8、 TCRァ d /CD3、 CD1/CD3, CD5/CD20, CD23/CD20, B5/CD20),赤血球表面マ一カー検査 (CD55, CD59)C 2 ) 遺伝子関連検査 (がん関連遺伝子等検査) Analysis of lymphocyte surface markers by each test), Two-Co1 or analysis (CD4 / CD45RA, CD4 / CD29, CDllb / CD8, CD4 / HLADR, HLADR / CD8, CD57 / CD16, CD57 / CD8, CD16 / CD56, CD3 / HLADR, CD25 / CD3, CD25 / CD4, CD25 / CD8, CD4 / CD8, TCRd / CD3, CD1 / CD3, CD5 / CD20, CD23 / CD20, B5 / CD20), Erythrocyte surface marker test (CD55, CD59) C 2) Gene-related test (test for cancer-related genes, etc.)
H-rasN N - ras、 K - ras、 c - myc、 N - myc、 erb - B - 2、 K-ras codon、 N-ras codoru p53点突然変異、 p53DNAシーケンス、 テロメラ一ゼ活性。 H-ras N N-ras, K-ras, c-myc, N-myc, erb-B-2, K-ras codon, N-ras codoru p53 point mutation, p53 DNA sequence, telomerase activity.
さらに、 所望により、 好ましくはがん免疫領域での最先端研究であるマクロフ ァ一ジの酸化 ·還元状態の検査や、 マクロファージ内のグル夕チオン検査、 免疫 抑制性増殖因子検査(T G F— )、 酸化系検査(過酸化脂質、 スーパ一ォキシド ジスム夕一ゼ (superoxide dismutase; S O D ) 活性, 8— O H d G )、 赤血球 表面糖鎖抗原関連検査、 ナチュラルキラ一 T ( N K T ) 細胞検査、 3ハイ ドロキ シプロリン検査などを追加して判断指標にすることもできる。  In addition, if desired, it is preferable to conduct a state-of-the-art study in the field of cancer immunity, such as a test for the oxidation / reduction state of macrophages, a test for glucanthione in macrophages, a test for immunosuppressive growth factor (TGF-), Oxidation test (lipid peroxide, superoxide dismutase (SOD) activity, 8-OHdG), erythrocyte surface carbohydrate antigen-related test, natural killer T (NKT) cell test, 3 high An index such as a droxiproline test can be added as a judgment index.
本発明の悪性腫瘍の早期検査手段は、 上記悪性腫瘍に関する検査手段と免疫機 能に関する検査手段とを実行し、 その結果得られる情報及びデータを一覧して検 討可能な仕様に調整し、 各マーカーについての正常値又は基準値又は力、ソ トオフ 値と比較可能とし、 免疫機能の実質的な変化を認識することで、 悪性腫瘍の発現 予測及び早期発見を行うことを可能とする。  The malignant tumor early examination means of the present invention executes the above malignant tumor examination means and the immune function examination means, lists information and data obtained as a result, adjusts them to specifications that can be examined, and The marker can be compared with the normal or reference value or force, and the soot-off value of the marker, and by recognizing substantial changes in immune function, it becomes possible to predict the occurrence of malignant tumors and to detect them at an early stage.
各マ一力一についての正常値又は基準値又はカツトオフ値とは、 健常人におい て、 学術的、 統計的に確立した数値を意味し、 腫瘍マ一カー及び多くの免疫機能 検査についての正常値又は基準値又はカッ トオフ値は自体公知である。 また、 免 疫機能検査及び腫瘍マーカー検査については、 検査判定の基準に正常値を使用せ ず、 実施した検査の蓄積されたデ一夕から本発明者独自のカツトオフ値を設定し ているものもある。  The normal value, reference value, or cut-off value for each marker refers to a scientifically and statistically established value in healthy subjects, and is a normal value for tumor markers and many immune function tests. Alternatively, the reference value or cutoff value is known per se. In addition, for immunological function tests and tumor marker tests, there are cases where normal values are not used as the criteria for test judgment, and the present inventor's own cut-off value is set from the accumulated data of the tests performed. is there.
免疫機能の実質的な変化とは、 上記に掲げた各免疫機能検査における実質的な 11 Substantial changes in immune function are substantial changes in each of the immune function tests listed above. 11
正常値又は基準値又はカツ トオフ値からの乖離状態をいう。 各検査項目について の正常値又は基準値又はカツトオフ値から乖離している検査項目が、 最低でも 1 つ以上、 より明確には 3つ以上あれば、 免疫機能における実質的な変化という。 乖離の割合は、 正常値又は基準値又はカツトオフ値を超える値をもって有意の乖 離としているが、 今後のデ一夕の蓄積により変化があり得る。 The deviation from the normal value, reference value, or cut-off value. If at least one test item deviates from the normal value or reference value or cut-off value for each test item, and more specifically three or more test items, it is a substantial change in immune function. The percentage of deviation is considered to be a significant deviation when the value exceeds the normal value, the reference value, or the cut-off value, but may change due to the accumulation of data over time.
この免疫機能の実質的な変化の具体例として実施例において例示したように、 通常の血液検査項目では全くがんの兆候を見出せなかった検体が、 免疫機能検査 において、 N K細胞活性の低下、 フロ一サイ トメ トリーによるヘルパー T ( T h ) 細胞系統 T h r e e c o 1 o r解析検査における要素の低値 (I F N—ァ / 1 L— 4/ C D 4、 T h lサイ ト力イン/ T h 2サイ トカイン比)、サイ トカイン検 査としてのイン夕一フエロンァの低値、 T N F—ひの低値、 I L一 1 2の低値、 免疫抑制物質検査として I A P (免疫抑制酸性蛋白)の高値の傾向を示す場合は、 極初期のがんが、後に精密検査のために行った組織学的検査において発見された。 悪性腫瘍の発現を予測することとは、 少なくとも上記のような免疫機能の有意 な変化現象をもって、 極初期段階の悪性腫瘍の発現を検出すること、 体質的な悪 性腫瘍の発現傾向を予測すること、 悪性腫瘍の治療方針についての指針を得るこ と、 悪性腫瘍の進展予測を行うこと等を意味する。  As exemplified in the examples as specific examples of the substantial change in the immune function, a sample in which no sign of cancer was found by a normal blood test item was found to have a decreased NK cell activity, Single-site T helper (T h) cell line T hreeco 1 or low element values in analytical tests (IFN-a / 1 L-4 / CD4, Thl site force in / Th2 site cytokine ratio ), Low levels of inferior ferrona, low levels of TNF-IL, low levels of IL-112 as cytokine tests, and high levels of IAP (immunosuppressive acidic protein) as immunosuppressant tests. The earliest cancer was found in histological examinations that were later performed for further work-up. Predicting the development of malignant tumors refers to detecting the occurrence of malignant tumors at the very early stage with at least the significant change in immune function as described above, and predicting the tendency of developing constitutional malignant tumors This means obtaining guidance on the treatment policy for malignant tumors and predicting the progress of malignant tumors.
検体である血液又は尿の調製及び分析処理は、 自体公知の手段が適用され、 自 動又は手工により達成される。  The preparation or analysis of blood or urine as a sample is achieved by means known per se, automatically or manually.
分析 ·検査により得られたデータは、 自動又は手工により、 一覧して検討可能 な仕様に調整される。 この、 情報及びデータを一覧して検討可能な仕様とは、 要 時、 医師 ·看護婦が情報及びデ一夕を一覧することができる状態に調整されてい ることを意味し、 一般的な表 (測定結果シート) 又はコンピュータシステムによ る一覧表又はコンピュータ読み取り可能な磁気媒体でありうる。  The data obtained by analysis and inspection is adjusted automatically or manually to specifications that can be reviewed and examined. The specifications that can be reviewed by listing information and data mean that doctors and nurses are adjusted to be able to view information and data at a necessary time. It may be a (measurement result sheet) or a list by a computer system or a computer-readable magnetic medium.
本発明からなる手段及びシステムは、 総合的な疾患検査システムとして導入さ 12 The means and system according to the present invention have been introduced as a comprehensive disease testing system. 12
れ利用される。 これら、 悪性腫瘍に関する検査手段と免疫機能に関する検査手段 は、 少なくとも免疫機能に関する検査が行われ、 所望によりこの 2つの検査が行 われ、 関連する情報が得られれば十分である。 その検査の時期は、 実質的に同時 期であれば格別の誤差とはならない。 より好ましくは同時に又は連続して検査を 行うことである。 Used. It is sufficient that at least these tests for malignant tumors and those for immune function should be performed at least on immune function, and if desired, these two tests should be performed to obtain relevant information. The timing of the inspection is not particularly significant if they are substantially at the same time. More preferably, the inspection is performed simultaneously or consecutively.
本発明においては、 上記の手段で得られた悪性腫瘍及び免疫機能に関するマ一 カーについての測定値をもとに、 悪性腫瘍の早期検査手段及び/又は発現予測手 段としての、 一般化を開示する。  In the present invention, generalization is disclosed as a means for early examination of malignant tumors and / or as a means for predicting expression based on measured values of markers related to malignant tumors and immune functions obtained by the above means. I do.
つまり、 本発明では免疫機能に関する検査手段で得られた各マーカ一の値につ いて、 本発明を開始するにあたり収集した既知のデータをもとに多変量解析 (文 献:多変量解析ハンドブック、 初版第 2刷 1 9 8 8年 3月 2 0日発行、 株式会社 現代数学社) の一つ、 判別分析 (文献同) を行い、 判別関数係数 (文献同) を求 め、 この結果をもとに線形判別式 (文献同) 又は非線形判別式 (文献同) を導き だし、 この式から各個体の判別得点又はマハラノビスの距離 (文献同) を得る。 これに、 公知の年齢調整別有病率又は罹患率と臨床における経験とをもとに、 年齢及び性別別に、 より好ましくは人種別、 既往疾患別、 家族歴別、 前回の検査 結果別の因子を加えてがん罹患危険度を推定し、 この情報を加えることでより適 切なカツ トオフ値を設定し判別を行う。 これらの方法から推定された危険度の程 度により 「ほとんどがんの危険性なし」 から 「がんの危険性著しい」 までの数群 ( 3〜1 0群、 好ましくは 4 ~ 8群、 より好ましくは 5群) に振り分ける。 5群 に分ける場合は、 例えば次のようになる。 これらの群は推定有病率 (罹患率) と して表される。 群の名称は全く同一でなくてもよく、 同様の意義を認識しうる類 似語を用いた群分けでもよい。また、危険度はスコア一として表示されてもよい。 13 That is, in the present invention, multivariate analysis is performed on the value of each marker obtained by the test means relating to the immune function based on known data collected at the start of the present invention (Reference: Multivariate Analysis Handbook, First edition, second print 1 98 8 Published on March 20, 1996, Hyundai Mathematics Co., Ltd.), performed discriminant analysis (literature), obtained the discriminant function coefficient (literature), and obtained the results. A linear discriminant (same in the literature) or a nonlinear discriminant (same in the literature) is derived, and the discriminant score of each individual or the Mahalanobis distance (same in the literature) is obtained from this equation. Based on known prevalence or morbidity by age adjustment and clinical experience, factors by age and gender, more preferably by race, past disease, family history, and previous test results To estimate the risk of cancer, and by adding this information, a more appropriate cut-off value is set and discrimination is performed. Depending on the degree of risk estimated from these methods, several groups ranging from `` almost no cancer risk '' to `` significant cancer risk '' (groups 3 to 10, preferably groups 4 to 8, more (Preferably 5 groups). For example, when dividing into five groups, These groups are expressed as estimated prevalence (morbidity). The names of the groups may not be exactly the same, and may be grouped using similar words that can recognize the same meaning. Further, the degree of risk may be displayed as the score 1. 13
表 3 ほとんどがんの危険性なし 1 Table 3 Almost no cancer risk 1
軽度にがんの危険性あり 2  Mild cancer risk 2
中等度にがんの危険性あり 3  Moderate cancer risk 3
高度にがんの危険性あり 4  High risk of cancer 4
がんの危険性著しい 5 本発明において、 悪性腫瘍の検査判断は、 上記免疫機能に関する検査から推定 されるがん罹患危険度に基づいて行われてもよいが、 さらに悪性腫瘍に関する検 査手段から得られる情報を加えて判断してもよい。  Cancer risk is remarkable5 In the present invention, the test decision for malignant tumor may be made based on the risk of cancer occurrence estimated from the above-mentioned test for immune function. The determination may be made by adding the obtained information.
悪性腫瘍に関する検査手段においては、 各腫瘍マ一カーの各カツトオフ値にお ける感度及び特異度を算定し、 上記推定されたがん罹患危険度に基づいて、 上記 と同様に数群に分け、 変動 (可変) 的に適正なカットオフ値を設定する。 免疫機 能に関する検査判断と推定されるがん罹患危険度とを基に、 適切と思われる群の 腫瘍マ一力一及び適切なそのカッ トオフ値を選択して、 検査判断に用いる。 すな わち本発明は、 がんの罹患危険度に応じて適正なカットオフ値を変動 (可変) 的 に選択して利用する悪性腫瘍の早期検査手段、 発現予測手段も提供する。 この手 段によれば、 従来の検査と比較して、 確度が高い検査判断結果を得ることができ る。  In the examination means for malignant tumors, the sensitivity and specificity of each tumor marker at each cut-off value are calculated, and divided into several groups in the same manner as above based on the estimated risk of cancer incidence. Set a cutoff value that is variable (variable). Based on the immunological function test judgment and the estimated risk of cancer, select the tumor group that is deemed appropriate and the appropriate cutoff value to use in the test judgment. In other words, the present invention also provides a means for early examination of malignant tumors and a means for predicting the occurrence of malignant tumors, which select and use an appropriate cutoff value variably (variably) according to the risk of cancer. According to this method, it is possible to obtain an inspection judgment result with higher accuracy than a conventional inspection.
例えば某 5 6歳男性の I L— 1 2測定値は、 7. 8 (単位: p g/ml) であ り、 I L一 12の 1種のみで判別を行う場合、 判別式 =Ax VI L12+K (A : 事前に収集した基礎検査データ群に対して判別分析を行い、 得られた正準判別関 数係数、 VI L12 : I L— 1 2測定値、 K :判別式の成立に必要な定数。 これら すべての数値は基礎検査デ一夕群に新たな検査デ一夕が加わることにより可変で 14 For example, the measured value of IL-12 for a certain 56-year-old man is 7.8 (unit: pg / ml). When discriminating only one type of IL-12, the discriminant formula = Ax VIL12 + K (A: Discriminant analysis is performed on the basic test data group collected in advance, and the obtained canonical discriminant function coefficient, V IL - 12 : IL - 12 measured value, K: the discriminant is established Necessary constants All these values can be changed by adding new inspection data to the basic inspection data group. 14
ある) に代入することにより判別得点は一 0 . 5 7と算出される。 この算出され た得点を上記年齢及び性別別に推定されたがん罹患危険度より導き出された推定 危険度群に割り当てると 「がんの危険性著しい」 群となる。 この場合この群に相 当する各種腫瘍マーカ一検査のカツ トオフ値は基準値として設定されている数値 より低下することが十分にあり得る。 ) Is calculated as 0.57. If this calculated score is assigned to the estimated risk group derived from the cancer risk estimated based on the above age and gender, the group will be “significant cancer risk”. In this case, the cut-off value of each test for various tumor markers corresponding to this group can sufficiently fall below the value set as the reference value.
数例の精密検査でがんと判断された患者の判別得点と各種免疫マーカ一値との 関係を次表に示した。  The following table shows the relationship between the discrimination score of patients judged to be cancer by several detailed tests and the values of various immune markers.
(以下、 余白) (Hereinafter, margin)
年齢 7種類判別 2種類判別 1種類判別 ΝΚ細胞 IFN - r IL-12 TNF - a Th2 Th1 Th1/T 2 危険分類 精査後診断 女性 55 - 0.64723 - 0.64120 - 0.56660 11 2.4 7.8 1000 3.5 11.3 3.2 4 肝細胞癌 男性 71 - 0.37551 - 0.48200 - 0.56660 18 22.3 7.8 1240 2.8 11.5 4.1 5 肝細胞癌 it 男性 45 - 0.72408 - 0.60680 - 0.56660 56 6.7 7.8 280 1.1 11.5 10.5 4 悪性リンパ腫 女性 66 - 0.19770 - 0.11980 - 0.02640 11 5.6 15.2 3820 3.7 11.7 3.2 3 卵巣癌 男性 76 ― 0.47509 - 0.20630 一 0.22350 40 17.4 12.5 2220 3.8 11.7 3.1 4 咽頭癌Age 7 types 2 types 1 type ΝΚ cells IFN-r IL-12 TNF-a Th2 Th1 Th1 / T 2 Risk classification Post-examination diagnosis Female 55-0.64723-0.64120-0.56660 11 2.4 7.8 1000 3.5 11.3 3.2 4 Hepatocytes Cancer Male 71-0.37551-0.48200-0.56660 18 22.3 7.8 1240 2.8 11.5 4.1 5 Hepatocellular carcinoma it Male 45-0.72408-0.60680-0.56660 56 6.7 7.8 280 1.1 11.5 10.5 4 Malignant lymphoma Female 66-0.19770-0.11980-0.02640 11 5.6 15.2 3820 3.7 11.7 3.2 3 Ovarian cancer Male 76 ― 0.47509-0.20630-0.22350 40 17.4 12.5 2220 3.8 11.7 3.1 4 Pharyngeal cancer
0\ 0 \
16 各免疫マーカーのがんの臨床検査における有用性を判断するために、 ROC曲 線を求めた。 : OC曲線 (臨床検査法提要第 31版:金原出版株式会社) とは、 検査法の感度と特異度を総合的に評価する目的に適した評価手法である。 ここで いう感度とは、検査において、検査結果を真陽性(a)、偽陰性(b)、偽陽性(c)、 真陰性 (d) に分類した場合の、 真陽性率 (a/ (a + b))を意味し、 特異度と は、 真陰性率 (d/ (c + d)) を意味する。 また、 1—特異度は偽陽性率、 すな わち陽性の結果は得られたが疾病を有していない検査対象を表す。 感度と特異度 の両方が満足された検査法が優れた検査法である。 すなわち、 感度 (縦軸) と 1 一特異度 (横軸) から ROC曲線を求めて図表化すると、 求めた ROC曲線が、 左下角より右上角に向かう対角線上にのる検査を有用性が認められない検査、 左 上角により近い曲線を示す検査が能力の高い検査として、 その検査の有用性を判 断できる。 実施例の、 図 1は Thl、 図 2は NK細胞活性、 図 3は TNF—ひ、 図 4は Th2、 図 5は IL— 12、 図 6は IFN—ァ、 図 7は Thl/Th2、 についての検査結果を示す。 この中で、 特に I L一 12又は I FN—ァをパラメ —夕一とした検査は、 ROC曲線が左上角に近く、 がんを検出する能力が高い検 査であると判断した。 ROC curves were determined to determine the usefulness of each immune marker in clinical laboratory tests for cancer. : The OC curve (Recommended clinical test method 31st edition: Kanehara Publishing Co., Ltd.) is an evaluation method suitable for the purpose of comprehensively evaluating the sensitivity and specificity of the test method. Sensitivity as used herein refers to the true positive rate (a / (a) when the test results are classified into true positive (a), false negative (b), false positive (c), and true negative (d). + b)), and the specificity means the true negative rate (d / (c + d)). 1—specificity is the false positive rate, that is, a positive result indicates a test subject that has been obtained but has no disease. A test method that satisfies both sensitivity and specificity is an excellent test method. In other words, when the ROC curve is calculated from the sensitivity (vertical axis) and the specificity (horizontal axis) and plotted, the usefulness of the test is that the ROC curve obtained is on a diagonal line from the lower left corner to the upper right corner. An inspection that cannot be performed, or an inspection that shows a curve that is closer to the upper left corner, is a highly capable inspection, and the usefulness of that inspection can be judged. Fig. 1 shows Thl, Fig. 2 shows NK cell activity, Fig. 3 shows TNF-hi, Fig. 4 shows Th2, Fig. 5 shows IL-12, Fig. 6 shows IFN-α, and Fig. 7 shows Thl / Th2. 3 shows the test results. Among them, the test in which IL-12 or IFN- was set as a parameter was considered to be a test with a high ability to detect cancer because the ROC curve was close to the upper left corner.
上記の検査評価法により、 I L— 12又は I FN—ァをパラメ一夕一とした検 査における検査値の低下は各々単独でも、 がんとの極めて密接な関連性を示すこ とを見出し、 I L— 12又は I FN—ァは悪性腫瘍を検出するためのマーカ一で ありうると認識した。 特に、 I L— 12はがん罹患危険度を測定するパラメ一夕 —として有用であり、 下記実施例 5の表 5に示すように健常人における数値とが ん患者における数値に有意差のある差異を認めた。  According to the test evaluation method described above, it was found that a decrease in the test value in a test in which IL-12 or IFN-α was a parameter all at once showed a very close association with cancer, It was recognized that IL-12 or IFN- could be a marker for detecting malignant tumors. In particular, IL-12 is useful as a parameter for measuring the risk of cancer, and as shown in Table 5 in Example 5, there is a significant difference between the value in healthy subjects and the value in cancer patients. Admitted.
上述したように、 本発明の検査手段により、 悪性腫瘍の早期発見が可能である ことは明白である。 また、 サイ ト力イン検査にて I L— 12値が低下し、 腫瘍マ 00/01775 As described above, it is clear that malignant tumors can be detected early by the examination means of the present invention. In addition, the IL-12 level was reduced by a 00/01775
17 17
—カーが異常値を示したが、 諸種精密検査にてがんを認めず、 将来的ながん焭生 危険率が高いと判断される検査対象が認められた。 この対象に、 がん発生予防を 目的として、 I L— 1 2増加作用のある物質を投与した結果、 I L— 1 2値が上 昇し、 腫瘍マーカーが正常値に復帰した。 検査所見を見る限り、 がん罹患に対す る危険度が低下したものと判断できる。 すなわち、 本発明の検査手段は、 悪性腫 瘍の早期発見のみでなく、 その発現予測も可能である。 また、 I L一 1 2、 I F N—ァ、 T N F—ひ等のがん罹患危険度に関連するサイ ト力イン類、 特に I L— 1 2、 並びにこれらを、 特に I L— 1 2を、 増加させる作用のある物質及び Z又 はその物質を含む組成物は、 がん発生を予防するために有用であり、 本発明の検 査手段により将来的ながん発生危険率が髙いと判断された場合、 これらの物質を がん発生予防を目的に摂取することにより、 がん罹患危険度が低下する可能性が ある。 また、 本発明は、 上記各情報をコンピュータシステム (コンビユー夕読み取り 可能な磁気媒体) として処理することも可能である。 それは少なくとも上記免疫 機能に関する検査手段、 好ましくは悪性腫瘍に関する検査手段と免疫機能に関す る検査手段によって得られる情報を認識 ·蓄積する手段と、 予め各検査手段によ る正常値又は基準値又はカツ トオフ値として特定された数値を蓄積 ·認識する手 段と、 これら数値における有意差を認識 ·蓄積しうる手段を少なくとも備えるこ とからなる総合的な悪性腫瘍の早期検査手段である。 この早期検査手段に、 該有 意差と疾患の予測に関する情報を認識'蓄積する手段を加えることも可能である。 さらにまた、 所望により、 検体に関する個人情報を認識 ·蓄積する手段、 得られ た予測に関する情報を表示し及び印字として出力する手段を加えることもできる。 例えば、 本発明のコンビユー夕システムに、 免疫機能検査で得られた個人のデー 夕を情報として入力すれば、 各個人の判別得点が自動的に計算されて得られ、 該 コンピュータシステム中に保存されているがん罹患危険度表に基づいて、 各個人 18 —The car showed abnormal values, but no cancer was detected by various detailed inspections, and there were some subjects whose cancer risk was judged to be high in the future. Administration of a substance with an IL-12 increasing effect to this subject for the purpose of preventing cancer development resulted in an increase in IL-12 levels and the return of tumor markers to normal levels. Laboratory findings indicate that the risk of cancer has been reduced. That is, the examination means of the present invention can not only detect malignant tumors early but also predict their occurrence. In addition, the effect of increasing site-related proteins related to the risk of cancer such as IL-12, IFN-, TNF-, etc., especially IL-12, and these, especially IL-12, is increased. Substance and Z or a composition containing the substance are useful for preventing cancer development, and if the risk of cancer in the future is determined to be high by the testing means of the present invention, Ingestion of these substances for cancer prevention may reduce the risk of cancer. Further, the present invention can also process each of the above information as a computer system (a magnetic medium readable by a computer). It is a means for recognizing and accumulating at least the information obtained by the above-mentioned test means for the immune function, preferably a test means for the malignant tumor and a test means for the immune function, and a normal value, a reference value or a cut-off value by each test means in advance. This is a comprehensive malignant tumor early examination means that includes means for accumulating and recognizing numerical values specified as toe-off values and means for recognizing and accumulating significant differences in these numerical values. It is also possible to add a means for recognizing and accumulating information relating to the significance and the prediction of the disease to the early inspection means. Furthermore, if desired, a means for recognizing and accumulating personal information relating to the specimen and a means for displaying the information relating to the obtained prediction and outputting it as a printout can be added. For example, if the data of an individual obtained by an immune function test is input as information to the combination system of the present invention, the discrimination score of each individual is automatically calculated and obtained, and stored in the computer system. Each individual based on the cancer risk table 18
のがん罹患危険度が判定されうる。 さらに、 悪性腫瘍に関する検査で得られた腫 瘍マ一カーの個人データを入力すれば、 免疫機能検査で得られた各個人のがん罹 患危険度に基づいて、 該コンピュータシステム中に保存されているがん罹患危険 度別の腫瘍マ一カーのカツ トオフ値のデ一夕から、 各個人に適合するカヅトオフ 値が自動的に選択され、 これに基づいて、 検査判断結果が自動的に得られる。 実施例 Can be determined. Furthermore, by inputting the personal data of the tumor marker obtained by the test for malignant tumor, the data is stored in the computer system based on the cancer risk of each individual obtained by the immune function test. A cut-off value suitable for each individual is automatically selected from the list of cut-off values for tumor markers for each cancer risk level, and test results are automatically obtained based on this. Can be Example
以下に本発明の実施例を挙げて本発明をさらに詳しく説明するが、 本発明はこ れら実施例のみに限定されるものではない。  Hereinafter, the present invention will be described in more detail with reference to Examples of the present invention, but the present invention is not limited to only these Examples.
実施例 1 Example 1
(がん免疫ドック TM検査例 1) (Cancer immunity dock TM inspection Example 1)
0 女性 昭和 21年生まれ  0 Female Born in Showa 21
a) —般人間ドック検査項目 a) —Dental inspection items
( 1 ) 血算一式:赤血球、 白血球、 血色素量、 へマトクリッ ト、 血小板数すベて 異常を認めず。  (1) Complete blood count: No abnormalities in red blood cells, white blood cells, hemoglobin, hematocrit, or platelet count.
(2)生化学 (血液) 検査:総蛋白、 アルブミン、 BUN、 Cr、 GOT, GP T、 ALP, LDH、 ァ— GTP、 T一 Bi l、 D - B i l、 ChE、 CPK、 AMY, Na、 K、 Cl、 CRP、 Fe、 TG、 T— Cho l、 BSすべて異常 を認めず。  (2) Biochemistry (blood) tests: Total protein, albumin, BUN, Cr, GOT, GPT, ALP, LDH, G-GTP, T-Bil, D-Bil, ChE, CPK, AMY, Na, No abnormalities were observed for K, Cl, CRP, Fe, TG, T-Coll, and BS.
(3)血沈検査:正常範囲内  (3) Blood sedimentation test: within normal range
(4)尿検査:全項目に異常を認めず。  (4) Urinalysis: No abnormalities were observed in all items.
( 5 ) 心電図:異常を認めず。  (5) ECG: No abnormalities were observed.
(6) 眼底検査:異常を認めず。  (6) Fundus examination: No abnormalities were observed.
(7)聴力検査:異常を認めず。  (7) Hearing test: No abnormality was observed.
(8)肺機能検査:異常を認めず。 19 (8) Pulmonary function test: No abnormality was found. 19
( 9 ) 腹部超音波検査:異常を認めず。  (9) Abdominal ultrasonography: No abnormalities were observed.
( 1 0) 胃透視検査:異常を認めず。  (10) Gastroscopy: No abnormalities were observed.
( 1 1) 胸部単純レントゲン検査:異常な陰影を認めず。  (1 1) Chest X-ray: No abnormal shadow was found.
b) がん免疫ドック TMによる一般的免疫検査項目 b) general immunity test items by cancer immunotherapy dock TM
( 1 ) 免疫細胞検査  (1) Immune cell test
1) NK細胞活性検査 (7%) …低下  1) NK cell activity test (7%)… decrease
2) フローサイ トメトリ一によるへルパ一 T (T h) 細胞系統 Thr e e c o 1 o r解析検査における要素の低値 (I FN— y/I L— 4/CD 4、 Th lサ イ ト力イン/ Th 2サイト力イン比) (低値、 3. 5)  2) Helper T (T h) cell line Thr eeco 1 by flow cytometry or low values of elements in analytical tests (IFN-y / IL-4 / CD4, Thl site force in / Th2 Site force-in ratio) (Low, 3.5)
(2) サイ トカイン検査  (2) Sitekine inspection
1) インターフェロンァ (低値、 3. 6)  1) Interferona (low, 3.6)
2) T N F—ひ (低値、 30 1)  2) T N F—Hi (Low, 30 1)
3) I L- 1 2 (低値、 7. 8以下)  3) I L- 1 2 (low value, 7.8 or less)
( 3 ) 免疫抑制性物質検査  (3) Testing for immunosuppressive substances
1) IAP (免疫抑制酸性蛋白) (高値、 970) 1) IAP (immunosuppressive acidic protein) (high, 970)
(4) がん関連抗原等検査 (腫瘍マーカー検査含む)  (4) Testing for cancer-related antigens (including tumor marker testing)
1 ) CE A (高値、 20 )  1) CE A (high, 20)
2) TPA (高値、 1 30)  2) TPA (high, 1 30)
3) BFP (正常範囲内、 45)  3) BFP (within normal range, 45)
4) S C C (高値、 1 1 ) 4) S C C (high, 1 1)
5) NSE (正常範囲内、 1 0)  5) NSE (within normal range, 10)
6) ひ FP (正常範囲内、 5. 2)  6) FP (within normal range, 5.2)
7) P I VKA2 (正常範囲内、 2 5)  7) P I VKA2 (within normal range, 25)
8) CA 1 9 - 9 (正常範囲内、 6以下)  8) CA 19-9 (within normal range, 6 or less)
9 ) CA50 (正常範囲内、 30) 20 9) CA50 (within normal range, 30) 20
10) S P an- 1 (正常範囲内、 30)  10) SPan-1 (within normal range, 30)
11) S YFRA (高値、 29)  11) S YFRA (high, 29)
12) DUPAN2 (正常範囲内、 101)  12) DUPAN2 (within normal range, 101)
13) エラス夕ーゼ 1 (正常範囲内、 280)  13) Eras evening 1 (within normal range, 280)
14) CA 125 (正常範囲内、 27) 14) CA 125 (within normal range, 27)
15) CA72 -4 (正常範囲内、 2. 5)  15) CA72 -4 (within normal range, 2.5)
16) NCC-ST-439 (正常範囲内、 5. 5)  16) NCC-ST-439 (within normal range, 5.5)
(5) らせん CT検査 (精密 lmmスキャン)  (5) Spiral CT inspection (precise lmm scan)
1 ) 胸部:右肺下葉に直径約 7 mmの腫瘍を認めた。  1) Chest: A tumor of about 7 mm in diameter was found in the lower lobe of the right lung.
2) 腹部:異常を認めず。 2) Abdomen: No abnormalities were observed.
c )検査判定 c) Inspection judgment
一般人間ドック検査項目においては全く異常を認めず、 通常の判定では正常と 判定されるケースであつたが、 がん免疫ドック TM検査として免疫学的検査を実施 したことで複数の項目の検査に異常を認めたため、 従来行われている人間ドック 検査実施項目としての一般的な検査では発見ができない大きさのがんが存在する ことが強く疑われた。 Completely revealed no abnormalities in general checkup inspection items, but in a normal decision been made on a case that is determined to be normal, abnormal immunological examination in the examination of a plurality of items by was performed as cancer immunity dock TM test Therefore, there was a strong suspicion that there was cancer of a size that could not be detected by conventional examinations, which were commonly performed as a medical checkup.
精密らせん C T検査において右肺の下葉に直径 7 mm大の腫瘤が認められたた め肺がんの可能性犬と判断し、 健康保険制度に則した診療受診を指示した。 後日 に喀痰細胞診で扁平上皮がんとの確定診断を得たため、 早期肺がん症例として手 術を施行し腫瘍を摘出した。 通常では見つけることのあり得ない非常に早期の肺 がんを、 本発明からなるがん免疫ドック TMシステムによりがんを発見した一例で ある。 A precision spiral CT scan showed a 7 mm diameter tumor in the lower lobe of the right lung, so the dog was considered to have a possibility of lung cancer, and he was ordered to undergo medical treatment in accordance with the health insurance system. A sputum cytology later confirmed a definitive diagnosis of squamous cell carcinoma, and surgery was performed for an early lung cancer patient to remove the tumor. This is an example in which a very early stage of lung cancer that cannot be normally detected is found by the cancer immunodock system according to the present invention.
実施例 2 Example 2
(がん免疫ドック TM検査例 2) (Cancer immunity dock TM inspection Example 2)
H 男子 昭和 27年生まれ 21 H Boy Born in 1952 twenty one
a) —般人間ドック検査項目 a) —Dental inspection items
( 1 ) 血算一式:赤血球、 白血球、 血色素量、 へマトクリット、 血小板数すベ て異常を認めず。  (1) Complete blood count: No abnormalities in red blood cells, white blood cells, hemoglobin, hematocrit, or platelet count.
(2) 生化学 (血液)検査:総蛋白、 アルブミン、 BUN、 Cr、 ALP, L DH、 T一 B i l、 D - B i l、 ChE、 CPK、 AMY, Na、 K、 Cl、 C (2) Biochemistry (blood) test: total protein, albumin, BUN, Cr, ALP, LDH, T-Bil, D-Bil, ChE, CPK, AMY, Na, K, Cl, C
RP、 Fe、 T一 Cho l、 B Sにおいて異常を認めず。 GOT (47)、 GPT (56)、 ァ— GTP (80)、 TG ( 235) と高値を示す (一日約 2合の飲酒 常習者であり、 この時点では一般的医学判断ではアルコール性脂肪肝が最も疑わ れた)。 No abnormalities were observed in RP, Fe, T-Chol and BS. GOT (47), GPT (56), GTP (80), TG (235) High values (approximately 2 go a day addicts, at this point in general medical judgment alcoholic fatty liver Was most suspected).
(3) 血沈検査:正常範囲内  (3) Blood sedimentation test: within normal range
(4) 尿検査:全項目に異常を認めず。  (4) Urinalysis: No abnormalities were observed in all items.
(5) 心電図:異常を認めず。  (5) ECG: No abnormalities were observed.
( 6 ) 眼底検査:異常を認めず。  (6) Fundus examination: No abnormality was found.
(7) 聴力検査:異常を認めず。  (7) Hearing test: No abnormalities were observed.
(8) 肺機能検査:異常を認めず。  (8) Lung function test: No abnormalities were observed.
( 9 ) 腹部超音波検査:肝実質の輝度高く、 脂肪肝に典型的な所見を認めた。 腫瘤は認めず。  (9) Abdominal ultrasonography: The brightness of the liver parenchyma was high, and typical findings were found in fatty liver. No mass was observed.
(10) 胃透視検査:異常を認めず。  (10) Gastroscopy: No abnormalities were observed.
胸部単純レントゲン検査:異常な陰影を認めず。 Chest X-ray: No abnormal shadows.
b) がん免疫ドック TM検査項目 (免疫学的検査) b) Cancer ImmunodockTM Test Items (Immunological Test)
( 1 ) 免疫細胞検査  (1) Immune cell test
1) NK細胞活性検査 (4%) …低下  1) NK cell activity test (4%)… decrease
2) ヘルパー T (Th) 細胞系統 Thr e e c o 1 o r解析検査における要素 の低値 (IFN— y/IL— 4/CD4、 Thlサイ トカイン /Th2サイトカ ィン比) (低値、 2. 7) 22 2) Helper T (Th) cell line Threeco 1 or low element value in analysis test (IFN-y / IL-4 / CD4, Thl cytokine / Th2 cytokine ratio) (low value, 2.7) twenty two
(2) サイト力イン検査  (2) Site strength inspection
1) イン夕一フエロンァ (低値、 0. 9)  1) Inn Yuichi Ferrona (Low, 0.9)
2) TNF-α (低値、 387)  2) TNF-α (low, 387)
3) I L- 12 (低値、 7. 8以下)  3) I L-12 (low value, 7.8 or less)
(3)免疫抑制性物質検査  (3) Immunosuppressive substance test
1) IAP (免疫抑制酸性蛋白) (高値、 1120) 1) IAP (immunosuppressive acidic protein) (high, 1120)
(4) がん関連抗原等検査 (腫瘍マーカ一検査含む)(4) Testing for cancer-related antigens (including testing for tumor markers)
1) CEA (正常範囲内、 2. 5以下) 1) CEA (within normal range, 2.5 or less)
2) TP A (高値、 220)  2) TP A (high, 220)
3) BFP (高値、 130) 3) BFP (high, 130)
4) S C C (正常範囲内、 1. 5以下)  4) S C C (within normal range, 1.5 or less)
5) NSE (正常範囲内、 10以下)  5) NSE (within normal range, 10 or less)
6) ひ FP (正常範囲内、 18)  6) FP (within normal range, 18)
7) P I VKA2 (正常範囲内、 32)  7) P I VKA2 (within normal range, 32)
8) CA 19 - 9 (正常範囲内、 6以下) 8) CA 19-9 (within normal range, 6 or less)
9) CA - 50 (正常範囲内、 24)  9) CA-50 (within normal range, 24)
10) SP an- 1 (正常範囲内、 30)  10) SP an-1 (within normal range, 30)
11 ) S YFRA (正常範囲内、 3. 5以下) 11) S YFRA (within normal range, 3.5 or less)
12) DUP AN 2 (高値、 330) 12) DUP AN 2 (High, 330)
13) エラスターゼ 1 (正常範囲内、 122)13) Elastase 1 (within normal range, 122)
14) CA 125 (正常範囲内、 31 ) 14) CA 125 (within normal range, 31)
15) CA72-4 (正常範囲内、 4. 0)  15) CA72-4 (within normal range, 4.0)
16) NCC-ST- 439 (正常範囲内、 5. 0) 16) NCC-ST-439 (within normal range, 5.0)
(5) らせん CT検査 (精密 lmmスキャン) 1)胸部:異常を認めず。 23 (5) Spiral CT examination (precise lmm scan) 1) Chest: No abnormalities were observed. twenty three
2 )腹部:肝区域 S 6に直径 1 c m以下の低濃度域を軽度疑わせる所見を認めた。 c ) 検査判定  2) Abdomen: In the liver area S6, there was a finding that a low concentration area with a diameter of 1 cm or less was slightly suspected. c) Inspection judgment
一般人間ドック検査項目においては生化学検査で軽度肝機能障害を認めるも連 日の飲酒歴による脂肪肝であろうと判断された。 同時にそれを裏付けるように腹 部超音波検査で脂肪肝の所見を認めたが、 腫瘤は認めることができなかった。 通 常の判定ではアルコール性脂肪肝の疑いと判定され食事指導等が実施される程度 の判定ケースであった。  Regarding general laboratory tests, mild hepatic dysfunction was detected by biochemical examination, but fatty liver was determined to be due to daily drinking history. At the same time, abdominal ultrasonography showed fatty liver findings to confirm this, but no mass was found. In the normal case, the case was judged to be suspected of alcoholic fatty liver and dietary guidance was given.
しかしがん免疫ドック T M検査として免疫学的検査を実施したことで複数項目 の検査に異常を認め一般人間ドック検査実施項目では発見ができないがんの存在 が強く疑われた。 同時に精密らせん C T検査において肝臓の区域 S 6に直径 1 0 mm弱の軽度低吸収域様所見を認めた。 通常この程度の単発の軽度低吸収域様所 見のみでは血管、 胆管などの肝臓構造物や他の肝疾患と区別がつきにくく経過観 察にとどめるところであるが免疫学的検査の結果を重視し、 保険診療制度下にお ける精密検査受診を勧めた。 But the presence of cancer that can not be found in the general medical checkup inspection carried items found abnormalities in the inspection of a plurality of items by carrying out the immunological examination as cancer immunotherapy dock T M inspection was strongly suspected. At the same time, a fine spiral CT scan revealed a mildly low absorption area-like finding with a diameter of less than 10 mm in section S6 of the liver. Normally, such a single, mild low-absorption area-like finding is difficult to distinguish from liver structures such as blood vessels and bile ducts and other liver diseases. He recommended a detailed examination under the insurance medical treatment system.
その結果、 腹部血管造影検査、 肝生検などにより早期の肝細胞がんとの診断を 得た。 その後速やかに入院となり手術施行、 直径約 1 . 2 c mの早期肝細胞がん と確定診断された。 現在は退院し経過は良好である。 この例でも通常の一般人間 ドック検査では精密検査指示の実施は望みが薄く (食事指導などで経過観察とな るケースがほとんどである)、 本発明からなるがん免疫ドック T Mを実施したこと により非常に早期の肝臓がんを発見することができた。 As a result, early diagnosis of hepatocellular carcinoma was obtained by abdominal angiography, liver biopsy, and the like. The patient was immediately hospitalized, and surgery was performed. The patient was diagnosed with early stage hepatocellular carcinoma with a diameter of about 1.2 cm. She has been discharged and is in good condition. Common general human dock embodiment workup instructions inspection hope is thinner in this example (dietary advice is mostly observation and Do that case, etc.), by the cancer immunity dock TM consisting of the present invention was performed I was able to find liver cancer very early.
実施例 3 Example 3
( I L - 1 2低値とがんとの関係)  (Relationship between low IL-12 levels and cancer)
6 1歳 男子の、 I L— 1 2が 7 . 8 (単位: p g/m l ) の低値を示した被検 者について、 多変量解析の一つである判別分析より求めた線形判別式に、 各免疫 マ一カーの検査結果を入れこみ、 判別得点を— 0 . 5 7と算出した。 この数値は、 24 6 For a 1-year-old male subject with a low IL-12 of 7.8 (unit: pg / ml), the linear discriminant obtained by discriminant analysis, one of the multivariate analyses, The test result of each immune marker was incorporated, and the discrimination score was calculated to be -0.57. This number is twenty four
推定されたがん罹患危険度より著しくがんの危険性が高い群に入ることから、 腫 瘍マ一力一におけるカットオフ値は低下する。 腫瘍マ一力一の測定値は、 IAP = 179、 1 CTP=3. 3、 CEA=0. 5、 DUPAN 2 = 43^ S LX = 28であり、 通常は全て正常値と判断されるが、 本発明の免疫マ一カーの測定手 段導入による、 カットオフ値の変動判断の結果、 DUPAN 2は 30以上で要注 意領域に入ることを見出し、 さらに SLXも 25以上で要注意領域に入る。 The cut-off value for the tumor is reduced because it falls into the group with significantly higher risk of cancer than the estimated risk of cancer. The measured values of the tumor parameters were IAP = 179, 1 CTP = 3.3, CEA = 0.5, DUPAN 2 = 43 ^ S LX = 28. As a result of judging the change of the cut-off value by introducing the measurement method of the immunomarker of the present invention, it was found that DUPAN 2 entered the area of caution at 30 or more, and SLX also entered the area of caution at 25 or more. .
この結果、 本件被検者は、 がんの危険性ありと判断し、 精密検査を実施したと ころ胃がんを発見した。  As a result, the subject determined that there was a risk of cancer and, upon a detailed examination, found gastric cancer.
実施例 4 Example 4
(I L一 12低値とがんとの関係)  (Relationship between low IL-12 and cancer)
64歳 男子の、 I L— 12が 7. 8 (単位: p g/ml)の低値を示した被検 者について、 多変量解析の一つである判別分析より求めた線形判別式に、 各免疫 マーカーの検査結果を入れこみ、 判別得点を一 0. 57と算出した。 この数値は、 推定されたがん罹患危険度より著しくがんの危険性が高い群に入ることから、 腫 瘍マ一力一におけるカットオフ値が低下する。 腫瘍マ一カーの測定値は、 IAP = 208、 1 CTP = 2. 9、 CEA=0. 6、 STN=34、 CA15— 3 = 8. 6、 SLX= 31であり、 通常は全て正常値と判断されるが、 本発明の免疫 マ一カーの測定手段導入による、 カッ トオフ値の変動判断の結果、 3 は25 以上で要注意領域に入る。  In a 64-year-old male subject with a low IL-12 value of 7.8 (unit: pg / ml), a linear discriminant determined by discriminant analysis, one of the multivariate analyses, showed that each immune The marker test results were incorporated and the discrimination score was calculated to be 0.57. This value falls into the group with a higher risk of cancer than the estimated risk of cancer, thus lowering the cut-off value for the tumor. Tumor marker measurements were IAP = 208, 1 CTP = 2.9, CEA = 0.6, STN = 34, CA15-3 = 8.6, SLX = 31. As a result, as a result of the judgment of the change of the cut-off value by introducing the measuring means of the immunomarker of the present invention, 3 is in the area of caution when 25 or more.
この結果、 本件被検者は、 がんの危険性ありと判断し、 精密検査を実施したと ころ胃がんを発見した。  As a result, the subject determined that there was a risk of cancer and, upon a detailed examination, found gastric cancer.
実施例 5 Example 5
(R〇C曲線と暫定カツ トオフ値)  (R〇C curve and provisional cut-off value)
各免疫マーカ一について、 RO C曲線図と分布グラフを作成し、 これらより暫 定カットオフ値に基づく判別率 (がん患者と健常人の判別) を求めた。 免疫マー 25 For each immune marker, an ROC curve diagram and a distribution graph were created, and the discrimination rate (discrimination between cancer patients and healthy subjects) based on the provisional cutoff value was determined from these. Immunomer twenty five
力一としては、 図 1は Th l、 第 2図は NK細胞活性、 第 3図は TNF—ひ、 第 4図は Th2、 第 5図は I L— 12、 第 6図は I F N—ァ、 第 7図は Thl/T h2を示す。 各図 Aの R〇C曲線図において、 縦軸は感度、 横軸は 1—特異度を 示す。 曲線座標は、 各マーカ一の検査値に対応する感度、 1一特異度を示し、 各 マ一力一についての暫定カツトオフ値を求めた。 暫定としたわけは、 検討を行う 既知の検査結果例数が追加された場合そのカツトオフ値変動があり得るためであ る。 各図 Cの分布グラフは、 横軸にがんの病期又は健常人の区分を示し、 縦軸に 各マ一力一値を示した。 Fig. 1 shows Thl, Fig. 2 shows NK cell activity, Fig. 3 shows TNF-H, Fig. 4 shows Th2, Fig. 5 shows IL-12, Fig. 6 shows IFN- FIG. 7 shows Thl / Th2. In the R〇C curve diagram of each figure A, the vertical axis indicates sensitivity, and the horizontal axis indicates 1-specificity. The curve coordinates indicate the sensitivity and the specificity corresponding to the test value of each marker, and the provisional cut-off value for each marker was calculated. The reason for this provisional is that if the number of known test results to be examined is added, the cutoff value may fluctuate. In the distribution graph in each figure C, the horizontal axis indicates the stage of cancer or the classification of healthy subjects, and the vertical axis indicates the power of each force.
Thl検査は、 左下角と右上角を結ぶ対角線に近い ROC曲線 (感度と 1ー特 異度との対比曲線) を示し、 この検査単独ではがんの検出能力が低い検査である と判断した。 曲線の座標から、 暫定カツ トオフ値 25. 45、 感度 63%、 特異 度 60%と判断した。 分布グラフからは健常人とがん患者で明瞭な差異を認めが たいが、ノンパラメ トリック検定の一つである Mann— Wh i t n e y検定(文 献同)を実施すると危険率 1%以下の有意差を認めた。 Th 1の単位は%であり、 観察された CD 4 +リンパ球に含まれる Th 1サイ トカインを産生するリンパ球 の比率である。  The Thl test showed an ROC curve (a contrast curve between sensitivity and 1-specificity) that was close to the diagonal line connecting the lower left corner and the upper right corner, and it was concluded that this test alone was a test with low cancer detection ability. Based on the coordinates of the curve, it was determined that the provisional cut-off value was 25.45, the sensitivity was 63%, and the specificity was 60%. From the distribution graph, it is difficult to recognize a clear difference between healthy people and cancer patients. However, when the Mann-Whitney test, one of the nonparametric tests, is performed (literature), a significant difference of 1% or less is obtained. Admitted. The unit of Th1 is%, which is the ratio of observed lymphocytes producing Th1 cytokines contained in CD4 + lymphocytes.
NK細胞活性検査は、 左下角と右上角を結ぶ対角線に近い ROC曲線 (感度と 1—特異度との対比曲線) を示し、 この検査単独ではがんの検出能力が低い検査 であると判断した。 曲線の座標から、 暫定カツトオフ値 36. 5、 感度 57%、 特異度 55%と判断した。 分布グラフからは、 健常人とがん患者との間に明瞭な 差異を得られなかった (N. S .; N o t S i gn i f i c an t )。 NK細胞 活性の単位は、 標的細胞を加えて NK細胞を培養した際に標的細胞に障害を与え たと考えられる比率 (%) である。  The NK cell activity test showed an ROC curve (a contrast curve between sensitivity and 1-specificity) close to the diagonal line connecting the lower left corner and the upper right corner, and it was concluded that this test alone had a low cancer detection ability. . From the coordinates of the curve, a provisional cut-off value of 36.5, a sensitivity of 57%, and a specificity of 55% were determined. From the distribution graph, no clear difference could be obtained between healthy people and cancer patients (N.S .; Not Significant). The unit of NK cell activity is the percentage (%) considered to have damaged the target cells when the NK cells were cultured with the target cells.
TNF—ひ検査は、 左下角と右上角を結ぶ対角線に近い ROC曲線 (感度と 1 一特異度との対比曲線) を示し、 この検査単独ではがんの検出能力が低い検査で 26 The TNF-HI test shows an ROC curve (a contrast curve between sensitivity and 1-specificity) that is close to the diagonal line connecting the lower left and upper right corners. 26
あると判断した。 曲線の座標から、 暫定カツトオフ値 2170、 感度 65%、 特 異度 65%と判断した。 分布グラフは、 健常人とがん患者との間に明瞭な差異を 示し、 ノンパラメ トリヅク検定の一つである Mann— Wh i t ne y検定を実 施すると危険率 1%以下の有意差が得られた。 TNF—ひの単位は、 pg/ml である。 It was determined that there was. From the coordinates of the curve, it was determined that the provisional cut-off value was 2170, the sensitivity was 65%, and the specificity was 65%. The distribution graph shows a clear difference between healthy subjects and cancer patients, and a significant difference of 1% or less was obtained when the Mann-Whitney test, one of the nonparametric tests, was performed. Was. TNF—The unit is pg / ml.
Th2検査は、 左下角と右上角を結ぶ対角線に近い ROC曲線 (感度と 1—特 異度との対比曲線) を示し、 この検査単独ではがんの検出能力が低い検査である と判断した。 曲線の座標から、 暫定カッ トオフ値 2. 45、 感度 65%、 特異度 65%と判断した。 分布グラフは、 健常人とがん患者との間に明瞭な差異を示さ なかった。 Th2の単位は%であり、 観察された CD 4 +リンパ球に含まれる T h2サイ トカインを産生するリンパ球の比率である。  The Th2 test showed an ROC curve close to the diagonal line between the lower left corner and the upper right corner (sensitivity versus 1-specificity curve), and it was concluded that this test alone was a test with low cancer detection ability. Based on the coordinates of the curve, it was determined that the provisional cutoff value was 2.45, the sensitivity was 65%, and the specificity was 65%. The distribution graph did not show a clear difference between healthy and cancer patients. The unit of Th2 is%, which is the ratio of observed lymphocytes producing Th2 cytokines contained in CD4 + lymphocytes.
I L- 12検査は、 左下角と右上角の対角線から遠く離れた左上角に近い R〇 C曲線 (感度と 1—特異度との対比曲線) を示し、 単独でもがんを検出する能力 が極めて高い検査であると判断した。 曲線の座標から、 暫定カットオフ値を 7. 85、 感度 74%、 特異度 91%と判断した。 分布グラフは、 健常人とがん患者 との間に明瞭な差異を示しノンパラメ トリヅク検定の一つである Mann— Wh i t ne y検定を実施すると危険率 1 %以下の有意差を認めた。 I L— 12の単 位は、 p g/mlである。  The IL-12 test shows an R〇C curve (sensitivity versus 1-specificity curve) near the upper left corner, far away from the diagonal of the lower left and upper right corners, indicating the ability to detect cancer alone. The test was judged to be extremely high. Based on the coordinates of the curve, the provisional cutoff value was determined to be 7.85, sensitivity 74%, and specificity 91%. The distribution graph showed a clear difference between healthy subjects and cancer patients, and a Mann-Whitney test, one of the nonparametric tests, showed a significant difference of 1% or less in the risk factor. The unit of I L-12 is pg / ml.
I F N—ァ検査は、 左下角と右上角の対角線から遠く離れた左上角に近い R〇 C曲線 (感度と 1—特異度との対比曲線) を示し、 単独でもがんを検出する能力 が極めて高い検査であると判断した。曲線の座標から、暫定カツ トオフ値を 20、 感度 77%、 特異度 77%と判断した。 分布グラフは、 健常人とがん患者との間 に有意な差異を示しノンパラメ トリック検定の一つである Mann— Wh i t n e y検定を実施すると危険率 1 %以下の有意差を認めた。 I FN—ァの単位は、 IU/mlである。 27 The IFN-a test shows an R〇C curve (a contrast curve between sensitivity and 1-specificity) that is close to the upper left corner, far away from the diagonal of the lower left and upper right corners, and is extremely capable of detecting cancer by itself. It was judged to be a high test. Based on the coordinates of the curve, the provisional cut-off value was determined to be 20, sensitivity 77%, and specificity 77%. The distribution graph showed a significant difference between healthy individuals and cancer patients, and when the Mann-Whitney test, one of the nonparametric tests, was performed, a significant difference of 1% or less was found. The unit of IFN-I is IU / ml. 27
Thl/Th2検査は、 左下角と右上角を結ぶ対角線に近い ROC曲線 (感度 と 1—特異度との対比曲線) を示し、 この検査単独ではがんの検出能力が低い検 査であると判断した。 曲線の座標から、 暫定カツ トオフ値 10. 13942、 感 度 61%、 特異度 61%と判断した。 Thl/Th2は、 CD 4 +リンパ球に含 まれる、 Th2サイ トカインを産生するリンパ球の割合に対する Th 1サイ トカ ィンを産生するリンパ球の割合の比である。  The Thl / Th2 test shows an ROC curve (a contrast curve between sensitivity and 1-specificity) that is close to the diagonal line connecting the lower left corner and the upper right corner, and it is judged that this test alone has low cancer detection ability. did. From the coordinates of the curve, it was determined that the provisional cut-off value was 10.13942, the sensitivity was 61%, and the specificity was 61%. Thl / Th2 is the ratio of the proportion of lymphocytes producing Th1 cytokines to the proportion of lymphocytes producing Th2 cytokines contained in CD4 + lymphocytes.
実施例 6 Example 6
(判別値)  (Discrimination value)
がん疾患患者と健常人の判別値の特定と各免疫マ一カーの値を測定した。 結果 は、 表 3に示した。 7種類判別とは、 免疫マ一カーとして I L— 12、 I FN- ァ、 TNF—ひ、 Thl、 Th2、 Thl/Th2比、 NK細胞活性を対象とし て、 判別式 = (AXVIL12) + (BXVI FN—ァ)) + (CXVTNK_J + (D X VThl) + (E xVTh2) + (FxVThl/Th2) + (GXVNK纏活性) +K (Aか ら G:事前に収集した基礎検査データ群に対して判別分析を行い、 得られたそれ それの検査項目における正準判別関数係数、 V:それそれの免疫マーカーの測定 値、 K:判別式の成立に必要な定数。 これらすベての数値は基礎検査デ一夕群に 新たな検査データが加わることで可変である) の式に代入して求めた。 2種類判 別値は、 I FN—ァと I L— 12を対象として、 判別式 = AxVIL12 + BxV IFN7 + K (注釈同様) の式で求めた。 1種類判別値は、 IL—12を対象とし て、 判別式二 Ax VIL_12 + K (注釈同様) の式で求めた。 各免疫パラメ一ター の単位は、 NK細胞活性と Thl、 Th2は%、 I FN—ァは IU/ml、 I L 一 12と TNF—ひは p g/mlである。
Figure imgf000032_0001
The discrimination value between cancer patients and healthy subjects was specified, and the value of each immune marker was measured. The results are shown in Table 3. The seven types of discrimination are defined as: (AXV IL - 12 ), which is the immune marker for IL-12, IFN-α, TNF-HI, Thl, Th2, Thl / Th2 ratio, and NK cell activity. + (BXV I FN —a)) + (CXV TNK _J + (DXV Thl ) + (ExV Th2 ) + (FxV Thl / Th2 ) + (GXV NK activity) + K (A to G: Collect in advance Discriminant analysis was performed on the basic test data group obtained, and the canonical discriminant function coefficient for each test item obtained, V: the measured value of each immune marker, K: the constant required to establish the discriminant. All of these values are variable by adding new test data to the basic test data group.) The two types of discriminant values are obtained by IFN- and IL-. Discriminant = AxV IL12 + BxV IFN7 + K (similar to the note) One kind of discriminant is the discriminant of Ax V IL _ 12 + K (similar to the note) Units of disease parameters one coater is, NK cells activity and Thl, Th2 is%, I FN- § the IU / ml, IL one 12 and TNF- flight are pg / ml.
Figure imgf000032_0001
s辇 s 辇
SZ./.I0/00df/X3d 8^8S/00 OAV 29 この結果、 IFN—ァと IL— 12については明瞭に、 健常人における数値と がん患者における数値に有意差のある差異を認めた。 I FN—ァについては、 1 IU/ml以下、 より明確には 16 IU/ml以下において、 がんとの関連性が 示唆され、 IL— 12については、 20pg/ml以下、 より明確には 1 Op g /ml以下、 さらに明確には 9 pg/ml以下において、 がんとの関連性が示唆 された。 SZ./.I0/00df/X3d 8 ^ 8S / 00 OAV 29 As a result, IFN-a and IL-12 clearly showed a significant difference between the values in healthy subjects and those in cancer patients. For IFN- ァ, the association with cancer was suggested at 1 IU / ml or less, more specifically at 16 IU / ml or less, and for IL-12, 20 pg / ml or less, more specifically at 1 IU / ml. Opg / ml or less, more specifically 9 pg / ml or less, suggested a link to cancer.
一方、 I FN—ァの 18 I U/ml以上、 I L _ 12の 20 p g/m 1以上に おいてはがん有病率が低い群と判断された。 逆にがんになる危険度の低い健康度 の高い群とも判断される。  On the other hand, if the IFN-A was 18 IU / ml or more and the IL_12 was 20 pg / m1 or more, it was determined that the group had a low cancer prevalence. Conversely, it is also judged to be a high-health group with a low risk of cancer.
実施例 7 Example 7
51歳 男性  51 year old male
サイ トカイン検査にて I L— 12 : 7. 8と低下を認め、 腫瘍マ一力一である BFP: 7. 9と異常値を示した。 諸種精密検査にてがんを認めず、 将来的なが ん発生危険率が高いと判断した。 がん発生予防を目的として、 AHCC (Active Hemi Cellulose Compound) という I L一 12増加作用のある物質を投与した結果、 I L- 12 : 24. 2に上昇し、 同時に BFPも 60と正常値に復帰した。 検査 所見を見る限りがん罹患に対する危険度が低下したものと判断できた。 Cytokine examination showed a decrease of IL-12: 7.8, indicating an abnormal value of BFP: 7.9, which is the best tumor. No cancer was detected by various detailed tests, and the risk of cancer was determined to be high in the future. Administration of AHCC (Active Hemi Cellulose Compound), a substance with an IL-12-increasing effect, for the prevention of cancer development, resulted in an increase of IL-12: 24.2, and at the same time, BFP returned to a normal value of 60. did. From the laboratory findings, it was concluded that the risk for cancer had been reduced.
CT/JP00/01775 CT / JP00 / 01775
30 30
産業上の利用の可能性 Industrial applicability
本発明の手段は、 悪性腫瘍の早期発見手段を提供するものであり、 予防医学の 分野において、 多大なる貢献をなすものである。 さらに、 本発明の手段は、 悪性 腫瘍の推移予測を可能とするものであり、 悪性腫瘍の発生しやすい体質に関する 倩報を提供する、 悪性腫瘍発現の事前予知を可能とする、 悪性腫瘍の再発及び/ 又は転移の危険性を未然に予測可能とする、 従前にない検査手段である。  The means of the present invention provides means for early detection of malignant tumors, and makes a great contribution in the field of preventive medicine. Further, the means of the present invention enables the prediction of the transition of a malignant tumor, provides a report on the predisposition to the occurrence of a malignant tumor, enables advance prediction of the onset of a malignant tumor, and allows the recurrence of a malignant tumor to occur. And / or unprecedented means of testing that can predict the risk of metastasis.

Claims

31 請求の範囲 31 Claims
1 . 免疫機能に関する検査手段によって得られる情報を、 各マーカ一について の正常値又は基準値又はカツトオフ値と比較し、 免疫機能の実質的な変化を認識 することで、 悪性腫瘍の発現予測及び早期発見を行うことからなる、 悪性腫瘍の 早期検査手段。  1. Comparing the information obtained by the testing means for immune function with the normal value, reference value or cut-off value for each marker, and recognizing substantial changes in immune function, predicting the onset of malignant tumors and early An early means of testing for malignant tumors, which involves making a discovery
2 . 悪性腫瘍に関する検査手段によって得られる情報と、 免疫機能に関する検 査手段によって得られる情報とを、 検体の血液又は尿を用いて分析 ·入手し、 該 情報を一覧して検討可能な仕様に調整することからなる、 各マ一力一についての 正常値又は基準値又はカツトオフ値と比較可能とし、 免疫機能の実質的な変化を 認識することで、 悪性腫瘍の発現予測及び早期発見を行うことを可能としうる、 総合的な悪性腫瘍の早期検査手段。  2. Analyze and obtain the information obtained by the test means for malignant tumors and the information obtained by the test means for immune function using the blood or urine of the sample, and list the information to make specifications that can be reviewed. To make a comparison with the normal value, reference value, or cut-off value for each device, and to recognize substantial changes in immune function to predict the occurrence of malignant tumors and detect them early. An early means of comprehensive malignancy testing that can enable
3 . 総合的な疾患検査項目として、 悪性腫瘍に関する検査手段と免疫機能に関 する検査手段とを実行し、 少なくともこれら 2つの検査手段によって得られる情 報を入手 ·分析することを特徴とする総合的な悪性腫瘍の早期検査手段。  3. As a comprehensive disease test item, a test method for malignant tumors and a test method for immune function are executed, and at least the information obtained by these two test methods is obtained and analyzed. For early examination of typical malignant tumors.
4 . 悪性腫瘍に関する検査手段と免疫機能に関する検査手段によって得られる 情報を認識する手段と、 予め各検査手段による正常値又は基準値又はカツ トオフ 値として特定された数値を記憶又は認識する手段と、 これらの数値における有意 差を認識しうる手段とを備えることを特徴とする総合的な悪性腫瘍の早期検査手 段。  4. Means for recognizing the information obtained by the test means for malignant tumors and the test means for immune function, and means for storing or recognizing numerical values previously specified as normal values, reference values, or cut-off values by each test means, Means for recognizing a significant difference in these numerical values, a comprehensive malignant tumor early inspection means.
5 . 免疫機能に関する検査がナチュラルキラー (N K ) 細胞活性検査とヘルパ —T細胞系検査 (ヘルパー T細胞内サイ トカイン検査) であり、 この検査数値が 正常値又は基準値又はカツトオフ値と有意差をもって乖離していることをもって 判断する、 請求の範囲第 1項〜第 4項のいずれか 1項に記載の総合的な悪性腫瘍 の早期検査手段。 32 5. The tests for immune function are the natural killer (NK) cell activity test and the helper-T cell system test (helper T cell cytokine test), and this test value is significantly different from the normal value, the reference value, or the cut-off value. The comprehensive early examination method for malignant tumors according to any one of claims 1 to 4, which is determined based on a deviation. 32
6. 免疫機能に関する検査がナチュラルキラー (NK) 細胞活性検査、 ヘルパ —T細胞系検査 (ヘルパ一T細胞内サイ トカイン検査) 及びキラ一 T細胞系検査 であり、 この検査数値が正常値又は基準値又はカツトオフ値と有意差をもって乖 離していることをもって判断する、 請求の範囲第 1項〜第 4項のいずれか 1項に 記載の総合的な悪性腫瘍の早期検査手段。  6. The tests for immune function are natural killer (NK) cell activity test, helper-T cell system test (helper-one T-cell cytokine test) and killer T-cell system test. 5. The comprehensive early examination method for malignant tumors according to any one of claims 1 to 4, wherein the means is determined based on a significant difference from the value or cutoff value.
7. 免疫機能に関する検査がナチュラルキラ一 (NK) 細胞活性検査、 ヘルパ —T細胞系検査 (ヘルパー T細胞内サイ トカイン検査) に加えてインタ一フエ口 ンァ (I FN—ァ)、 腫瘍壊死因子ひ (TNF—ひ)、 インターロイキン 12 ( I L一 12)、 イン夕一ロイキン 18 ( I L- 18)を含むサイ トカイン検査であり、 この検査数値が正常値又は基準値又はカツトオフ値と有意差をもって乖離してい ることをもって判断する、 請求の範囲第 1項〜第 4項のいずれか 1項に記載の総 合的な悪性腫瘍の早期検査手段。  7. Testing of immune function includes natural killer (NK) cell activity test, helper-T cell system test (helper T-cell cytokine test), interfacial protein (IFN-a), tumor necrosis factor (TNF-hi), interleukin-12 (IL-12), in situ-leukin-18 (IL-18), and the value of this test is significantly different from the normal value, standard value, or cut-off value. The comprehensive malignant tumor early inspection means according to any one of claims 1 to 4, which is determined based on the fact that the deviation has occurred.
8. 免疫機能に関する検査がナチュラルキラー (NK) 細胞活性検査、 ヘルパ —T細胞系検査 (ヘルパー T細胞内サイ トカイン検査) 及びキラ一 T細胞系検査 に加えてインターフェロンァ (I FN—ァ)、 腫瘍壊死因子ひ (TNF—ひ)、 ィ ン夕一ロイキン 12 (I L— 12)、 ィン夕ーロイキン 18 ( I L- 18) を含む サイ トカイン検査であり、 この検査数値が正常値又は基準値又はカツ トオフ値と 有意差をもって乖離していることをもって判断する、 請求の範囲第 1項〜第 4項 のいずれか 1項に記載の総合的な悪性腫瘍の早期検査手段。  8. Testing for immune function includes natural killer (NK) cell activity test, helper-T cell system test (helper T cell cytokine test), and killer T cell system test, plus interferona (IFN-a). This is a cytokine test containing tumor necrosis factor T (TNF), INY-LEUKIN 12 (IL-12), and INY-leukin 18 (IL-18). The comprehensive early stage malignant tumor inspection method according to any one of claims 1 to 4, wherein the determination is made based on a deviation from the cut-off value with a significant difference.
9. 免疫機能に関する検査がナチュラルキラ一 (NK) 細胞活性検査とヘルパ 一 T細胞系検査 (ヘルパー T細胞内サイ トカイン検査) に加えてイン夕一フエ口 ンァ (I FN—ァ)、 腫瘍壊死因子ひ (TNF—ひ)、 イン夕一ロイキン 12 ( I L— 12)、 ィン夕一ロイキン 18 ( I L— 18)を含むサイ トカイン検査及び免 疫抑制酸性蛋白 (IAP) を含む免疫抑制性物質検査であり、 この検査数値が正 常値又は基準値又はカツトオフ値と有意差をもって乖離していることをもって判 33 9. Immunological function tests include natural killer cell (NK) cell activity test and helper T cell line test (helper T cell cytokine test), as well as IFN-a and tumor necrosis. Cytokine testing including factor T (HIF), Inuichi Leukin 12 (IL-12), and Inuichi Leukin 18 (IL-18) and immunosuppressive substances including immunosuppressive acidic protein (IAP) This is a test based on the fact that this test value deviates from the normal value, reference value, or cut-off value with a significant difference. 33
断する、 請求の範囲第 1項〜第 4項のいずれか 1項に記載の総合的な悪性腫瘍の 早期検査手段。 The comprehensive malignant tumor early inspection means according to any one of claims 1 to 4, wherein the means for early inspection of malignant tumors is used.
10. 免疫機能に関する検査がナチュラルキラー (NK) 細胞活性検査、 ヘル パー T細胞系検査 (ヘルパー T細胞内サイ トカイン検査) 及びキラー T細胞系検 査に加えてインタ一フエロンァ (IFN—ァ)、 腫瘍壊死因子ひ (TNF—ひ)、 イン夕一ロイキン 12 (I L— 12)、 インターロイキン 18 (IL— 18)を含 むサイ ト力イン検査及び免疫抑制酸性蛋白 (IAP) を含む免疫抑制性物質検査 であり、 この検査数値が正常値又は基準値又はカツ トオフ値と有意差をもって乖 離していることをもって判断する、 請求の範囲第 1項〜第 4項のいずれか 1項に 記載の総合的な悪性腫瘍の早期検査手段。  10. Testing for immune function includes natural killer (NK) cell activity testing, helper T-cell testing (helper T-cell cytokine testing), and killer T-cell testing, as well as IFN-A, Site-in test containing tumor necrosis factor (TNF-), interleukin-12 (IL-12), interleukin-18 (IL-18) and immunosuppressive containing immunosuppressive acidic protein (IAP) A comprehensive inspection according to any one of claims 1 to 4, which is a substance inspection and is judged based on the fact that the inspection value is significantly different from a normal value, a reference value, or a cut-off value. For early examination of typical malignant tumors.
11. 免疫機能に関する検査がィン夕一ロイキン 12 (I L— 12)、 インター フエロンァ (IFN—ァ)、 イン夕一ロイキン 18 (IL— 18)のうち少なくと も 1つを含むサイ トカイン検査であり、 この検査数値が正常値又は基準値又は力 ッ トオフ値と有意差をもって乖離していることをもって判断する、 請求の範囲第 1項〜第 4項のいずれか 1項に記載の総合的な悪性腫瘍の早期検査手段。  11. A test for immune function was performed by a cytokine test that included at least one of Inuichi Leukin 12 (IL-12), Interferona (IFN-a), and Inuichi Leukin 18 (IL-18). The comprehensive value according to any one of claims 1 to 4, which is determined based on the fact that this test value is significantly different from the normal value, the reference value, or the power-off value. An early means of testing for malignant tumors.
12. 免疫機能に関する検査判断が、 各免疫マ一カーについての判別関数係数 を判別分析を用いて求めて行われることを特徴とする請求の範囲第 1項〜第 1 1 項のいずれか 1項に記載の総合的な悪性腫瘍の早期検査手段。  12. The method according to any one of claims 1 to 11, wherein the test judgment regarding the immune function is performed by determining a discriminant function coefficient for each immune marker using discriminant analysis. Means for early examination of a comprehensive malignancy.
13. 免疫機能に関する検査判断が、少なくとも年齢'性別調整がん罹患率(有 病率) よりがん罹患危険度を推定し、 判別式によって得られた判別得点を数群に 振り分けることにより行われる請求の範囲第 1項〜第 12項のいずれか 1項に記 載の総合的な悪性腫瘍の早期検査手段。  13. Test decisions on immune function are made by estimating the risk of cancer from at least age and gender-adjusted cancer incidence (prevalence) and assigning the discriminant score obtained by the discriminant formula to several groups. 13. The comprehensive early examination method for malignant tumors according to any one of claims 1 to 12.
14. 悪性腫瘍に関する検査手段が、 各腫瘍マーカー及び Z又は各種免疫マー カーの各力ットオフ値における感度及び特異度を算定することにより行われる請 求の範囲第 2項〜第 13項のいずれか 1項に記載の総合的な悪性腫瘍の早期検査 34 14. The scope of the request made by the examination means for malignant tumors by calculating the sensitivity and specificity of each tumor marker and Z or various immunomarkers at each power cut-off value. Early examination of comprehensive malignant tumors described in paragraph 1 34
手段。 means.
1 5 . 悪性腫瘍に関する検査手段が、 公知又は一般的ながん罹患率又はがん有 病率をもとにがん罹患危険度を推定し、 数群にわけて各カツトオフ値を設定する ことからなる請求の範囲第 2項〜第 1 4項のいずれか 1項に記載の総合的な悪性 腫瘍の早期検査手段。  15 5. Measuring means for malignant tumors should estimate the risk of cancer based on the known or general cancer incidence or cancer prevalence and set each cut-off value in several groups. The comprehensive early examination means for malignant tumors according to any one of claims 2 to 14, comprising:
1 6 . 免疫機能に関する検査判断により決定された判別得点に基づく各群にお いて、 悪性腫瘍に関する検査手段により算出したカツトオフ値を固定したもので なく可変的に利用することにより、 危険度を判定する請求の範囲第 2項〜第 1 5 項のいずれか 1項に記載の総合的な悪性腫瘍の早期検査手段。  16. In each group based on the discrimination score determined by the immunological function test judgment, the risk is determined by using the cut-off value calculated by the test means for malignant tumors not fixed but variable. The comprehensive early examination means for malignant tumors according to any one of claims 2 to 15, wherein
1 7 . 危険度をスコア一化して表示する請求の範囲第 1 6項のいずれか 1項に 記載の総合的な悪性腫瘍の早期検査手段。  17. The comprehensive malignant tumor early inspection means according to any one of claims 16 to 17, wherein the risk is integrated into a score and displayed.
1 8 . 手段が、 測定方法である請求の範囲第 1項〜第 1 7項のいずれか 1項に記 載の総合的な悪性腫瘍の早期検査手段。  18. The comprehensive early examination means for malignant tumors according to any one of claims 1 to 17, wherein the means is a measuring method.
1 9 . 手段が、 測定に必要な試薬を構成するキットである、 請求の範囲第 1項〜 第 1 7項のいずれか 1項に記載の総合的な悪性腫瘍の早期検査手段。  19. The comprehensive early stage examination of malignant tumors according to any one of claims 1 to 17, wherein the means is a kit comprising reagents necessary for measurement.
2 0 . 手段が、 測定結果シートである請求の範囲第 1項〜第 1 7項のいずれか 1 項に記載の総合的な悪性腫瘍の早期検査手段。  20. The comprehensive early examination means for malignant tumors according to any one of claims 1 to 17, wherein the means is a measurement result sheet.
2 1 . 手段が、 コンピュータ読み取り可能な記録媒体である、 請求の範囲第 1項 〜第 1 7項のいずれか 1項に記載の総合的な悪性腫瘍の早期検査手段。  21. The comprehensive early examination of malignant tumors according to any one of claims 1 to 17, wherein the means is a computer-readable recording medium.
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