WO2020218322A1 - Method for predicting therapeutic effect of immune checkpoint inhibitor using blood chemokine - Google Patents

Method for predicting therapeutic effect of immune checkpoint inhibitor using blood chemokine Download PDF

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WO2020218322A1
WO2020218322A1 PCT/JP2020/017287 JP2020017287W WO2020218322A1 WO 2020218322 A1 WO2020218322 A1 WO 2020218322A1 JP 2020017287 W JP2020017287 W JP 2020017287W WO 2020218322 A1 WO2020218322 A1 WO 2020218322A1
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antibody
cxcl5
antigen
binding fragment
subject
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French (fr)
Japanese (ja)
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卓 藤村
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国立大学法人東北大学
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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 a method, a biomarker, a diagnostic agent, and a kit for predicting the therapeutic effect of an anti-PD-1 antibody or an antigen-binding fragment thereof.
  • Immune checkpoint inhibitors are drugs that activate immune cells whose activity has been reduced by cancer cells and attack them.
  • the immune checkpoint inhibitor include anti-PD-1 antibody and anti-CTLA4 antibody.
  • the anti-PD-1 antibodies nivolumab and pembrolizumab are known to be useful in the treatment of malignant melanoma, and their therapeutic effects on non-small cell lung cancer and renal cell carcinoma have also been reported (Patent Document 1). , Non-Patent Document 1).
  • Non-Patent Documents 2 and 3 Non-Patent Documents 2 and 3
  • another drug that enhances the antitumor immune response in malignant melanoma is required. It is suggested that.
  • Ipilimumab is a fully human IgG1 monoclonal antibody that blocks cellular T lymphocyte antigens (CTLA4) and is one of the promising agents that enhances the antitumor immune response of patients with advanced malignant melanoma in combination with nivolumab. It is one.
  • CTLA4 cellular T lymphocyte antigens
  • the efficacy of the combination therapy of nivolumab and ipilimumab in advanced-stage melanoma has been reported to be 57.8%, and in addition to the simultaneous administration of nivolumab and ipilimumab, continuous administration of nivolumab and ipilimumab by planned switching is also advanced.
  • Non-Patent Documents Non-Patent Documents. 4).
  • Non-Patent Document 1 the appearance of autoimmune-related side effects caused by the administration of immune checkpoint inhibitors is higher than that of conventional drugs.
  • Patent Document 2 addresses the above-mentioned problems, and is collected from a subject to which at least one antibody drug selected from an anti-PD-1 antibody, an anti-PD-L1 antibody, an anti-CTLA4 antibody and an antigen-binding fragment thereof has been administered. Disclosed is a method for predicting the onset of side effects due to administration of the antibody drug by measuring the level of at least one marker selected from CD163 and CXCL5.
  • Patent Document 2 data before (0 weeks) and after (6 weeks) administration of anti-PD-1 antibody are measured, and side effects are obtained based on changes in serum CXCL5 concentration before and after administration of anti-PD-1 antibody. Predicts the possibility of developing.
  • An object of the present invention is to provide a method capable of accurately predicting the therapeutic effect of an anti-PD-1 antibody in a subject before administration of the anti-PD-1 antibody.
  • the present inventors diligently studied the relationship between various chemokines in a target biological sample and the therapeutic effect of an anti-PD-1 antibody, and found that the therapeutic effect of an anti-PD-1 antibody was obtained in a subject having a high level of CXCL5. We found that it was expensive and came to complete the present invention.
  • the present invention includes, for example, the following embodiments.
  • Item 1 A method for predicting the therapeutic effect of an anti-PD-1 antibody or an antigen-binding fragment thereof in a subject.
  • a method comprising measuring the level of CXCL5 in a biological sample taken from a subject.
  • Item 2 If the level of CXCL5 in a biological sample taken from a subject is higher than a preset cutoff value, it involves predicting that the anti-PD-1 antibody is likely to be effective in treating the disease in the subject. Item 1. The method according to Item 1.
  • Item 3 A biomarker for predicting the therapeutic effect of an anti-PD-1 antibody or an antigen-binding fragment thereof, including CXCL5.
  • Item 4 A diagnostic agent for predicting the therapeutic effect of an anti-PD-1 antibody or an antigen-binding fragment thereof, which comprises an anti-CXCL5 antibody or an antibody-binding fragment thereof.
  • Item 5 A kit for predicting the therapeutic effect of an anti-PD-1 antibody or an antigen-binding fragment thereof, which comprises an anti-CXCL5 antibody or an antigen-binding fragment thereof.
  • the prediction method of the present invention can predict a cancer patient who is significantly sensitive to an anti-PD-1 antibody or an antigen-binding fragment thereof based on the level of CXCL5. As a result, it is possible to select an appropriate drug for a subject in disease treatment or avoid unnecessary medication, and it is possible to formulate an appropriate administration plan and change to an appropriate administration plan.
  • the graph which shows the ROC curve (A) and the mean serum level (B) of CXCL10 in malignant melanoma. n. s. Indicates that there is no statistically significant difference.
  • the graph which shows the ROC curve (A) and the mean serum level (B) of CCL22 in malignant melanoma. n. s. Indicates that there is no statistically significant difference.
  • the present invention is a method for predicting the therapeutic effect of an anti-PD-1 antibody or an antigen-binding fragment thereof in a subject, and includes measuring the level of CXCL5 in a biological sample collected from the subject.
  • a method is provided.
  • An antibody drug that is an anti-PD-1 antibody or an antigen-binding fragment thereof may be simply referred to as an antibody drug.
  • the therapeutic effect of an antibody drug consisting of an anti-PD-1 antibody or an antigen-binding fragment thereof in a subject can be predicted based on the level of CXCL5.
  • CXCL5 is a chemokine capable of recruiting not only neutrophils but also CXCR2 + bone marrow-derived immunosuppressive cells (MDSC) and CXCR2 + monocytes which can be progenitor cells of tumor-related macrophages (TAM).
  • CXCL5 may include variants, isoforms, and species homologues of CXCL5.
  • CXCL5 may also be referred to as LIX or GCP-2.
  • the level of CXCL5 is, for example, the concentration or amount of CXCL5 in the biological sample, and preferably the concentration of CXCL5 in the biological sample.
  • concentration of CXCL5 to be measured include a concentration in the range of 10 pg / mL to 10000 pg / mL, 10 pg / mL to 5000 pg / mL.
  • an "antibody” is a full-length antibody comprising a glycoprotein containing at least two heavy chains (H) and two light chains (L) linked by disulfide bonds.
  • Each heavy chain is composed of a heavy chain variable region (hereinafter, may be abbreviated as V H ) and a heavy chain constant region.
  • the heavy chain constant region is composed of three domains C H1 , C H 2 and C H 3 .
  • Each light chain is composed of a light chain variable region (hereinafter, may be abbreviated as VL ) and a light chain constant region.
  • the light chain constant region is comprised of one domain C L.
  • V H and VL regions are further subdivided into highly mutagenic regions called complementarity determining regions (CDRs), which are referred to as framework regions (FRs) and are more conserved regions. Are scattered.
  • CDRs complementarity determining regions
  • FRs framework regions
  • variable regions of the heavy and light chains contain binding domains that interact with the antigen.
  • antibodies examples include monoclonal antibodies, polyclonal antibodies, bispecific antibodies, low molecular weight antibodies, domain antibodies, synthetic antibodies, chimeric antibodies, humanized antibodies, human antibodies, antibody complexes, and single-stranded antibodies. , Antibody derivatives, antibody analogs, and their respective antigen-binding fragments.
  • an "antigen-binding fragment” (or simply referred to as an “antibody fragment”) of an antibody is one or more antibodies that retain the ability to specifically bind to an antigen (eg, PD-1). It shows a fragment.
  • binding fragments contained in the "antigen binding fragment” of an antibody include (i) Fab fragment, which is a monovalent fragment composed of VL , V H , CL and C H1 domains, and (ii) in the hinge region.
  • F (ab') 2 fragments which are divalent fragments containing 2 Fab fragments bonded by disulfide bridges, Fd fragments composed of (iii) V H and C H1 domains, and (iv) single arm of antibody.
  • Examples thereof include an Fv fragment composed of VL and V H domains, a dAb fragment composed of (v) V H domains, or (vi) isolated complementarity determining regions (CDRs).
  • the two domains of the Fv fragment, VL and VH are encoded by separate genes, which can be linked by synthetic linkers that can be made into single protein chains using recombination techniques. Within this chain, the VL and VH regions can be paired to form a monovalent molecule (single chain Fv (scFv)).
  • scFv single chain Fv
  • Such single-stranded antibodies are also included in the "antigen-binding fragment" of the antibody.
  • PD-1 is an immune receptor that mediates a signal for regulating the immune response, and is a type I membrane protein belonging to the CD28 / CTLA-4 family.
  • PD-1 in the present invention is used interchangeably with "ProgrammedDeath1", “ProgrammedCellDeath1”, “Protein PD-1”, “PD1”, “PDCD1”, and “hPD-1” to modify PD-1. It may include the body, isoforms, species homologues, and analogs that have at least one common epitope with PD-1.
  • the "anti-PD-1 antibody” is not particularly limited as long as it does not interfere with the effects of the present invention, and may be any antibody that specifically binds to PD-1.
  • Such an antibody may be an antibody that specifically recognizes a part of the structure of the amino acid sequence, or may be an antibody that specifically recognizes the entire structure.
  • the antibody is not particularly limited, and examples thereof include nivolumab, pembrolizumab, and lambbrolizumab, and nivolumab or pembrolizumab is preferable.
  • the subject also referred to as a test subject
  • a mammal such as a rodent, a dog, a cat, a cow, a primate, etc., preferably a human, and more preferably an anti-PD-1 antibody.
  • treatment includes not only treating an established pathological condition but also preventing a pathological condition that may be established in the future.
  • the subject is preferably a subject who has never been administered an anti-PD-1 antibody or an antigen-binding fragment thereof.
  • cancer sarcoma
  • malignant mesoderma include malignant melanoma (eg, metastatic malignant melanoma, unresectable malignant melanoma), cutaneous spinous cell carcinoma, and extramammary Paget's disease.
  • skin cancers such as Merkel cell carcinoma; renal cancers (eg, renal cell carcinomas, clear cell melanomas); prostate cancers (eg, hormone-refractory prostatic adenocalcinoma); breast cancers; colon cancers; lung cancers (eg, non-small cells) Lung cancer); Bone cancer; Pancreatic cancer; Head and neck cancer; Skin or intraorbital malignant melanoma; Uterine cancer; Ovarian cancer; Rectal cancer; Anal cancer; Gastric cancer; Testis cancer; Uterine cancer; Ovical carcinoma; Endometrial carcinoma; Cervical melanoma; Vaginal melanoma; genital melanoma; esophageal cancer; small intestine cancer; colon cancer; endocrine cancer; thyroid cancer; ad thyroid cancer; adrenal cancer; soft tissue sarcoma; multiple myeloma; urinary tract cancer; penis cancer; chronic Or acute leukemia (eg, acute myeloid leukemia, chronic myeloid
  • biological sample examples include all body fluids such as serum, plasma, blood, lymph, tissue fluid, body cavity fluid, digestive juice, urine and the like, and serum is preferable.
  • the method for administering the anti-PD-1 antibody or the antigen-binding fragment thereof is not particularly limited, but intravenous administration is preferable.
  • the time for collecting the biological sample is before administration of the anti-PD-1 antibody or its antigen-binding fragment to the subject.
  • the measurement of the CXCL5 level is not particularly limited as long as the CXCL5 level can be measured quantitatively or semi-quantitatively, and any known method can be adopted.
  • an immunoassay method an electrophoresis method, a Western blotting method, a mass spectrometry method and the like can be mentioned, and an immunoassay method is preferable.
  • immunoassays include immunoturbidimetric methods, enzyme immunoassays, and the like.
  • the immunoassay is an immunoassay that measures a protein or the like as an antigen, and an anti-CXCL5 antibody or an antigen-binding fragment thereof can be used, preferably a polyclonal antibody or a monoclonal antibody thereof.
  • the anti-CXCL5 antibody or an antigen-binding fragment thereof can be a commercially available antibody, or can be produced by a well-known method.
  • CXCL5 in a biological sample is reacted with an anti-CXCL5 antibody or an antigen-binding fragment thereof to cause an antigen-antibody reaction, and as a result, the level of CXCL5 is measured from the degree of turbidity generated. If so, it is not particularly limited. Examples of such a method include the TIA method, the latex immunoturbidimetric method, and the neferometry method.
  • the TIA method is a method for measuring the degree of turbidity at a specific absorbance in an immunoturbidimetric measurement method.
  • the latex immunoturbidimetric method is a method for measuring an immunoturbidimetric method using an anti-CXCL5 antibody or an antigen-binding fragment thereof bound to latex particles as an antibody.
  • the neferometry method is a method in which the degree of turbidity is measured as scattered light by collecting light scattered to a size of a certain angle or more in the immunoturbidimetric measurement method.
  • the enzyme immunoassay method examples include an EIA method such as an ELISA method using a plate as a support.
  • EIA method such as an ELISA method using a plate as a support.
  • the anti-CXCL5 antibody or its antigen-binding fragment is directly or indirectly bound to the solid phase as a primary antibody.
  • an enzyme immunoassay for example, a biological sample for measuring CXCL5 is added to a primary antibody bound to a solid phase and reacted. After reacting for a certain period of time, the solid phase is washed and a secondary labeled antibody is added for a secondary reaction. The solid phase is washed again and the labeled portion bound to the solid phase is measured.
  • an enzyme such as horseradish peroxidase (HRP) or alkaline phosphatase can be used as the labeling substance.
  • HRP horseradish peroxidase
  • the labeling substances include not only enzymes such as HRP, but also labeling metals such as gold colloid and europium, and various chemical and biological fluorescent substances such as FITC, rhodamine, Texas Red, Alexa, and GFP, 32 P, 51. All labelable substances such as radioactive substances such as Cr can be mentioned.
  • an avidin-biotin system or a streptavidin-biotin system can also be used.
  • streptavidin or avidin labeled with an enzyme such as HRP can be used together with the secondary labeled antibody labeled with biotin.
  • chemiluminescence immunoassay using a luciferase-labeled antibody fluorescence immunoassay using a fluorescent dye-labeled antibody, flow cytometry method and the like can be mentioned.
  • the SDS-PAGE method As the electrophoresis method, generally, the SDS-PAGE method can be mentioned. In addition, there are those using cellulose acetate as a support. Protein staining includes Coomassie Brilliant Blue, Ponso S staining, amide black staining, and a method using direct enzyme activity.
  • the electrophoresed gel is transferred to a nitrocellulose membrane, PVDF membrane, etc., and then reacted with an anti-CXCL5 antibody, which is a primary antibody, or an antigen-binding fragment thereof, and an HRP-labeled anti-IgG, which is a secondary labeled antibody. Then, the color is developed with the HRP coloring reagent, and CXCL5 can be measured by the degree of color development of the band corresponding to CXCL5.
  • mass spectrometry method for example, an analysis method using a mass spectrometer can be mentioned.
  • surface enhanced laser desorption ionization Surface Enhanced Laser Deposition / Ionization
  • time-of-flight mass analyzer SELDI-TOF MS method
  • matrix-assisted laser ionization Matrix-Assisted Laser Deposition / Ionization
  • MALDI-TOF MS method electrospray Ionization
  • the SELDI-TOF MS method is preferable because impurities are removed while the target substance is uniformly captured by the functional groups on the chip surface and ionized by laser light, so that a reproducible ion spectrum with a high S / N ratio can be obtained. ..
  • the therapeutic effect of the anti-PD-1 antibody or its antigen-binding fragment in the subject can be predicted.
  • an anti-PD-1 antibody or an antigen-binding fragment thereof may be effective for treating a disease in the subject. Predicting that the sex is high can be mentioned. Alternatively, if the level of CXCL5 in a biological sample taken from a subject is less than or equal to a preset cutoff value, it is unlikely that the anti-PD-1 antibody or antigen-binding fragment thereof is effective in treating the disease in the subject. Is to be predicted.
  • the cutoff value is a value that distinguishes between those who responded to the drug and those who did not, but since it varies depending on various conditions such as the measurement target and the type of measurement method, it is set in advance according to the conditions. There is a need to. Since the cutoff value varies depending on the measurement target (number of patients, age, gender, body weight, health condition, disease condition), measurement conditions (for example, type and sensitivity of antibody to be measured), statistical method, etc., the present invention. Broadly includes inventions using arbitrary cutoff values that may vary depending on these conditions, and is not limited to a specific value.
  • the cutoff value is the average or median level of CXCL5 in the subject to which the anti-PD-1 antibody or the antigen-binding fragment thereof was administered; the subject to which the anti-PD-1 antibody or the antigen-binding fragment thereof was administered.
  • ROC Receiveiver Operating Characteristic
  • the cutoff value may be one, or a plurality of cutoff values may be set according to the type of therapeutic effect, the type of antibody drug to be administered, the condition of the subject to which the antibody drug is administered, or a combination thereof.
  • the level of CXCL5 in the biological sample collected from the subject is higher than the preset cutoff value, and it is predicted that the anti-PD-1 antibody is likely to be effective for the treatment of the disease in the subject. If so, it may be decided to administer the anti-PD-1 antibody to such subjects.
  • the effective amount of the anti-PD-1 antibody is not particularly limited, and depends on the type, purity, degree of side effects, target type, properties, gender, age, symptoms, presence / absence of concomitant drug, prior treatment history, etc. Determined appropriately by the vendor.
  • an effective amount may be 0.1 to 20 mg / kg body weight / day, preferably 1.0 to 20 mg / kg body weight / day once or several times.
  • the treatment with the above-mentioned antibody drug may or may not have surgery to remove the tumor during or before or after the implementation period. Even if the treatment is not accompanied by removal of the tumor mainly for the purpose of prolonging the life, the tumor that has become smaller may be removed after the treatment with the above antibody drug, or the tumor for the purpose of suppressing recurrence / metastasis. After the removal of the tumor, treatment with the above antibody drug may be performed prophylactically.
  • therapeutic effect can be used interchangeably with “effectiveness”, and can be evaluated by tumor shrinkage effect, recurrence / metastasis suppression effect, life extension effect, and the like.
  • Anti-PD-1 antibody is effective in treating a disease in a subject means that the therapeutic effect in a patient whose CXCL5 level exceeds the cutoff value is the therapeutic effect in a patient whose CXCL5 level is below the cutoff value. It means that it is remarkably superior with a statistically significant difference in comparison.
  • the level of CXCL5 in the biological sample collected from the subject is equal to or less than the preset cutoff value, it can be decided not to administer the anti-PD-1 antibody to the subject.
  • another drug such as an anti-CTLA4 antibody may be administered.
  • the level of CXCL5 in patients is measured before administration of anti-PD-1 antibody, and it is predicted that anti-PD-1 antibody is likely to be effective.
  • Anti-PD-1 antibody nivolumab or pembrolizumab
  • ipilimumab antibody drugs other than anti-PD-1 antibody
  • Risk can be reduced.
  • the anti-PD-1 antibody or its antigen in the subject is based on the level of CXCL5.
  • the therapeutic effect of the bound fragment can be predicted, an appropriate drug can be selected for each subject in the treatment of the disease, and the occurrence of side effects due to unnecessary medication can be avoided. Therefore, it is possible to formulate an appropriate administration plan and change to an appropriate administration plan.
  • the object of the first aspect of the present invention can also be seen as an auxiliary method for selecting a therapeutic agent in the treatment of a disease.
  • a biomarker for predicting the therapeutic effect of an anti-PD-1 antibody or an antigen-binding fragment thereof, including CXCL5, is provided.
  • a diagnostic agent for predicting the therapeutic effect of an anti-PD-1 antibody or an antigen-binding fragment thereof, which comprises an anti-CXCL5 antibody or an antibody-binding fragment thereof, is provided.
  • the above diagnostic agent can be used for measuring the level of CXCL5, various measuring methods described above can be performed.
  • the above-mentioned measuring method include an immunoassay method, an electrophoresis method, a Western blotting method, a mass spectrometry method and the like, and an immunoassay method is preferable.
  • the aspect of the diagnostic agent can be carried out according to the description regarding the method for predicting the therapeutic effect of the first aspect.
  • kits for predicting the therapeutic effect of an anti-PD-1 antibody or an antigen-binding fragment thereof, which comprises an anti-CXCL5 antibody or an antigen-binding fragment thereof, is provided.
  • Such a kit is suitably used for carrying out the prediction method of the first aspect of the present invention.
  • the anti-CXCL5 antibody or its antigen-binding fragment can measure the level of CXCL5 protein in a biological sample collected from a subject.
  • the kit may further contain a secondary antibody against the primary antibody in addition to the primary antibody consisting of the anti-CXCL5 antibody or an antigen-binding fragment thereof.
  • the secondary antibody is preferably labeled with a luciferase label, a radioactive label, a fluorescent label, an enzyme label or the like.
  • the kit may further include an instruction manual that describes a procedure for carrying out the prediction method of the first embodiment of the present invention.
  • the anti-PD-1 antibody or the anti-PD-1 antibody or an antigen-binding fragment thereof is predicted to be effective for a subject predicted to be effective by the prediction method of the first aspect.
  • a method of treatment of a subject comprising administering the antigen-binding fragment is provided.
  • Subjects are mammals such as rodents, dogs, cats, cows, primates, etc., preferably humans, and more preferably can be treated by administration of an anti-PD-1 antibody or antigen-binding fragment thereof.
  • the present invention can also adopt the following configurations. ⁇ 1> A method for predicting the therapeutic effect of an anti-PD-1 antibody or an antigen-binding fragment thereof in a subject.
  • a method comprising measuring the level of CXCL5 in a biological sample taken from a subject.
  • the method according to ⁇ 1> which includes the above.
  • ⁇ 3> A method for identifying a target having a high therapeutic effect on an anti-PD-1 antibody or an antigen-binding fragment thereof. If the level of CXCL5 in a biological sample taken from a subject is measured and the level of CXCL5 in a biological sample taken from a subject is higher than a preset cutoff value, the subject is an anti-PD-1 antibody.
  • a method comprising predicting that the therapeutic effect of the antigen-binding fragment thereof is high.
  • the subject is a subject suffering from cancer, sarcoma, or malignant mesothelioma.
  • sarcoma which comprises administering the anti-PD-1 antibody or its antigen-binding fragment to a subject predicted to have a high therapeutic effect on the anti-PD-1 antibody or its antigen-binding fragment.
  • a method of treating a subject suffering from malignant mesothelioma is predicting that the therapeutic effect of the antigen-binding fragment thereof is high.
  • ⁇ 6> A method for treating a subject suffering from cancer, sarcoma, or malignant mesothelioma.
  • the subject When the level of CXCL5 in the biological sample collected from the subject is higher than the preset cutoff value, the subject is predicted to have a high therapeutic effect on the anti-PD-1 antibody or its antigen-binding fragment, and A method comprising administering an anti-PD-1 antibody or an antigen-binding fragment thereof to a subject predicted to have a high therapeutic effect on the anti-PD-1 antibody or the antigen-binding fragment thereof.
  • the treatment method according to any one of ⁇ 1> to ⁇ 6>, wherein the subject is a mammal.
  • the cutoff value is the average or median level of CXCL5 in a subject to which the anti-PD-1 antibody or an antigen-binding fragment thereof has been administered; a subject to which the anti-PD-1 antibody or an antigen-binding fragment thereof has been administered.
  • ROC Receiveivable Operating Chemical
  • the value obtained based on the chi-square test (of which the P value is the minimum in the log rank test, or the P value is below a certain level (for example, the P value is 0.05 or less).
  • Example 1 1. Esix Statement in Human Experiments This human research protocol was approved by the Ethics Committee of the graduate School of Medicine, Tohoku University in Sendai, Japan (permission number: 2017-1-064). All methods were carried out in accordance with relevant guidelines and regulations. All patients provided written informed consent. 2. Patients Forty-six patients with advanced-stage melanoma were included. Patients had unresectable stage III malignant melanoma or stage IV malignant melanoma with distant metastases to the skin, subcutaneous tissue, and lymph nodes. Stage classification (staging) was performed according to AJCC 7th Edition, 2011.
  • nivolumab Patients 1-46 were given 2 mg / kg of nivolumab for a 3-week rest period, or 3 mg / kg for a 2-week rest period. Blood was drawn from the patient prior to administration of nivolumab to obtain serum. Both are administration schedules approved in Japan. The response of nivolumab was assessed according to the response criteria (RECIST) in solid tumors.
  • ROC curve was used to calculate the cutoff values for serum levels of CXCL5, CXCL10 and CCL22 and the area under the concentration curve (AUC). The cutoff value was determined using the Youden's index (sensitivity + specificity -1), and the point at which the index was maximized was determined. ROC curves were created to evaluate serum levels of CXCL5, CXCL10 and CCL22 in patients receiving nivolumab. The Mann-Whitney U-test was used to compare the two groups. The significance level was set to p ⁇ 0.05. All statistical analyzes were performed using JMP version 14.1 software (SAS Institute, Tokyo, Japan).
  • Results Table 1 shows the data collected from patients with malignant melanoma who received nivolumab. The average age of the patients was 67 years (range 33-93 years). Of the patients with malignant melanoma, 58.7% were male and 41.3% were female.
  • the baseline CXCL5 threshold (cutoff value) for distinguishing successful and non-successful individuals was 497.5 pg / ml.
  • High baseline serum levels of CXCL5 correlated with an objective response to nivolumab in patients with advanced-stage malignant melanoma (Fig. 1B).
  • the baseline CXCL10 and CCL22 thresholds that distinguish between successful and non-successful individuals were 336.8 and 619.5 pg / ml, respectively. There was no significant difference in serum CXCL10 and CCL22 levels between patients with objective response and those without response (FIGS. 2B and 3B).
  • baseline serum concentration of CXCL5 was significantly higher in the responding group for malignant melanoma than in the non-responding group.
  • no significant difference in baseline serum levels of CXCL10 and CCL22 was found between the responding and non-responding groups.
  • the above experimental results suggest that baseline serum levels of CXCL5 are useful as biomarkers for identifying patients with malignant melanoma who can most benefit from immunotherapy for malignant melanoma.
  • Example 2 As a second cohort, serum samples from 19 new patients were analyzed and the CXCL5 concentration in the serum was measured (Table 2).
  • the reaction evaluation criteria for PR, SD, and PD are the same as the reaction evaluation criteria for Example 1.
  • PD and SD were hit below the cutoff, PR was above the cutoff, and the hit rate (distinguishing between successful and non-successful) at the cutoff value of 497.5 pg / ml for CXCL5 in Example 1 was 19 cases. It was a good result with 16 cases (84.2%).

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Abstract

This method for predicting the therapeutic effect of anti-PD-1 antibody or antigen-bound fragment thereof in a subject comprises determining the level of CXCL5 in a biological sample collected from the subject.

Description

血中ケモカインを用いた免疫チェックポイント阻害薬の治療効果予測Prediction of therapeutic effects of immune checkpoint inhibitors using blood chemokines
 本発明は、抗PD-1抗体又はその抗原結合断片の治療効果を予測する方法、バイオマーカー、診断薬、及びキットに関する。 The present invention relates to a method, a biomarker, a diagnostic agent, and a kit for predicting the therapeutic effect of an anti-PD-1 antibody or an antigen-binding fragment thereof.
 がん細胞は、がん細胞を攻撃する免疫細胞の活性を下げることにより、免疫細胞の攻撃を阻止している。この仕組みは「免疫チェックポイント」と呼ばれている。したがって、この「免疫チェックポイント」を阻害することにより、免疫細胞の働きを再び活発にしてがん細胞を攻撃することができる。免疫チェックポイント阻害薬は、がん細胞により活性の下げられた免疫細胞を活性化させ、がん細胞を攻撃させる薬である。 Cancer cells block the attack of immune cells by reducing the activity of the immune cells that attack the cancer cells. This mechanism is called an "immune checkpoint". Therefore, by inhibiting this "immune checkpoint", the function of immune cells can be activated again to attack cancer cells. Immune checkpoint inhibitors are drugs that activate immune cells whose activity has been reduced by cancer cells and attack them.
 免疫チェックポイント阻害薬として具体的には、抗PD-1抗体、抗CTLA4抗体等が挙げられる。抗PD-1抗体であるニボルマブ及びペムブロリズマブは、悪性黒色腫の治療に有用であることが知られており、また、非小細胞肺癌や腎細胞癌に対する治療効果も報告されている(特許文献1、非特許文献1)。 Specific examples of the immune checkpoint inhibitor include anti-PD-1 antibody and anti-CTLA4 antibody. The anti-PD-1 antibodies nivolumab and pembrolizumab are known to be useful in the treatment of malignant melanoma, and their therapeutic effects on non-small cell lung cancer and renal cell carcinoma have also been reported (Patent Document 1). , Non-Patent Document 1).
 ニボルマブやペムブロリズマブ等の抗PD-1抗体は非常に高額であるため、抗PD-1抗体療法の有効性を評価するためのバイオマーカーが必要とされている。日本におけるニボルマブ及びペムブロリズマブの有効性はそれぞれ34.1%及び24.1%と報告されており(非特許文献2,3)、悪性黒色腫における抗腫瘍免疫応答を高める別の薬剤が必要であることが示唆されている。 Since anti-PD-1 antibodies such as nivolumab and pembrolizumab are very expensive, biomarkers are needed to evaluate the effectiveness of anti-PD-1 antibody therapy. The efficacy of nivolumab and pembrolizumab in Japan has been reported to be 34.1% and 24.1%, respectively (Non-Patent Documents 2 and 3), and another drug that enhances the antitumor immune response in malignant melanoma is required. It is suggested that.
 そこで、抗PD-1抗体の治療効果の高い患者を事前に選別して、該抗体を投与できれば有益である。 Therefore, it would be beneficial if patients with high therapeutic effects of anti-PD-1 antibody could be selected in advance and the antibody could be administered.
 また、イピリムマブは、細胞性Tリンパ球抗原(CTLA4)をブロックする完全ヒト型IgG1モノクローナル抗体であり、ニボルマブと併用される進行期悪性黒色腫の患者の抗腫瘍免疫応答を高める有望な薬剤の一つである。進行期悪性黒色腫におけるニボルマブとイピリムマブの併用療法の有効性は57.8%と報告されており、ニボルマブとイピリムマブの同時投与に加えて、ニボルマブとイピリムマブの計画的に切り替えによる連続投与も、進行期悪性黒色腫の治療における有効性が高いとされている。しかし、このようなニボルマブとイピリムマブの同時投与及び連続投与は、進行期悪性黒色腫において肝炎、大腸炎、多発性神経障害等の重度の免疫関連副作用(irAE)を高い頻度で引き起こす(非特許文献4)。 Ipilimumab is a fully human IgG1 monoclonal antibody that blocks cellular T lymphocyte antigens (CTLA4) and is one of the promising agents that enhances the antitumor immune response of patients with advanced malignant melanoma in combination with nivolumab. It is one. The efficacy of the combination therapy of nivolumab and ipilimumab in advanced-stage melanoma has been reported to be 57.8%, and in addition to the simultaneous administration of nivolumab and ipilimumab, continuous administration of nivolumab and ipilimumab by planned switching is also advanced. It is said to be highly effective in the treatment of stage malignant melanoma. However, such simultaneous and continuous administration of nivolumab and ipilimumab frequently causes severe immune-related side effects (irAE) such as hepatitis, colitis, and polyneuropathy in advanced malignant melanoma (Non-Patent Documents). 4).
 免疫チェックポイント阻害薬の投与に起因する自己免疫関連の副作用の出現は従来の薬剤に比して多いことが知られている。例えば、抗PD-1抗体(ニボルマブ)又は抗CTLA4抗体(イピリムマブ)を根治切除不能悪性黒色腫の患者に投与した場合のグレード3以上の有害事象の発生率が、ニボルマブ単独では16.3%、イピリムマブ単独では27.3%、ニボルマブとイピリムマブとの併用では55.0%であることが報告されている(非特許文献1)。 It is known that the appearance of autoimmune-related side effects caused by the administration of immune checkpoint inhibitors is higher than that of conventional drugs. For example, the incidence of grade 3 or higher adverse events when anti-PD-1 antibody (nivolumab) or anti-CTLA4 antibody (ipilimumab) is administered to patients with unresectable malignant melanoma is 16.3% with nivolumab alone. It has been reported that ipilimumab alone accounts for 27.3%, and nivolumab in combination with ipilimumab accounts for 55.0% (Non-Patent Document 1).
 よって、免疫チェックポイント阻害薬の投与に起因する副作用の可能性を、副作用の発症前に予測できることが好ましい。 Therefore, it is preferable to be able to predict the possibility of side effects caused by the administration of immune checkpoint inhibitors before the onset of side effects.
 特許文献2は上記課題に取り組んだものであり、抗PD-1抗体、抗PD-L1抗体、抗CTLA4抗体及びそれらの抗原結合断片から選択される少なくとも一つの抗体医薬を投与した対象から採取されたCD163及びCXCL5から選択される少なくとも一つのマーカーのレベルを測定することにより、該抗体医薬の投与に起因する副作用の発症を予測する方法を開示している。 Patent Document 2 addresses the above-mentioned problems, and is collected from a subject to which at least one antibody drug selected from an anti-PD-1 antibody, an anti-PD-L1 antibody, an anti-CTLA4 antibody and an antigen-binding fragment thereof has been administered. Disclosed is a method for predicting the onset of side effects due to administration of the antibody drug by measuring the level of at least one marker selected from CD163 and CXCL5.
特開2016-064989号公報Japanese Unexamined Patent Publication No. 2016-064989 国際公開第2018/003995号International Publication No. 2018/003995
 特許文献2では、抗PD-1抗体の投与前(0週)と投与後(6週)のデータを測定し、抗PD-1抗体の投与前後における血清中のCXCL5濃度の変化に基づいて副作用の発症の可能性を予測している。 In Patent Document 2, data before (0 weeks) and after (6 weeks) administration of anti-PD-1 antibody are measured, and side effects are obtained based on changes in serum CXCL5 concentration before and after administration of anti-PD-1 antibody. Predicts the possibility of developing.
 しかしながら、抗PD-1抗体の投与前のデータのみに基づいて、抗PD-1抗体の治療効果の可能性を評価できていない。 However, the possibility of therapeutic effect of anti-PD-1 antibody cannot be evaluated based only on the data before administration of anti-PD-1 antibody.
 抗PD-1抗体の投与前の患者のデータに基づいて治療効果の高い患者を事前に選別できれば、適切な薬剤の選択の点で有益である。さらに、抗PD-1抗体の投与前に、抗PD-1抗体の治療効果を予測できれば、抗PD-1抗体の投与による副作用のリスクを未然に防ぐことができる点でも有用である。 It would be beneficial in selecting an appropriate drug if patients with high therapeutic effects could be selected in advance based on the data of patients before administration of anti-PD-1 antibody. Furthermore, if the therapeutic effect of the anti-PD-1 antibody can be predicted before the administration of the anti-PD-1 antibody, it is also useful in that the risk of side effects due to the administration of the anti-PD-1 antibody can be prevented.
 本発明は、抗PD-1抗体の投与前に、対象における抗PD-1抗体の治療効果を精度よく予測できる方法を提供することを目的とする。 An object of the present invention is to provide a method capable of accurately predicting the therapeutic effect of an anti-PD-1 antibody in a subject before administration of the anti-PD-1 antibody.
 本発明者らは、対象の生体試料中の種々のケモカインと抗PD-1抗体の治療効果との関係を鋭意研究したところ、CXCL5のレベルが高い対象において、抗PD-1抗体の治療効果が高いことを見いだし、本発明を完成するに至った。 The present inventors diligently studied the relationship between various chemokines in a target biological sample and the therapeutic effect of an anti-PD-1 antibody, and found that the therapeutic effect of an anti-PD-1 antibody was obtained in a subject having a high level of CXCL5. We found that it was expensive and came to complete the present invention.
 すなわち本発明は、例えば以下の実施形態を包含する。 That is, the present invention includes, for example, the following embodiments.
 項1.対象における抗PD-1抗体又はその抗原結合断片の治療効果を予測する方法であって、
 対象から採取された生体試料におけるCXCL5のレベルを測定することを含む方法。
Item 1. A method for predicting the therapeutic effect of an anti-PD-1 antibody or an antigen-binding fragment thereof in a subject.
A method comprising measuring the level of CXCL5 in a biological sample taken from a subject.
 項2.対象から採取された生体試料におけるCXCL5のレベルが予め設定されたカットオフ値よりも高い場合、前記対象における疾患の治療に抗PD-1抗体が有効である可能性が高いと予測することを含む項1に記載の方法。 Item 2. If the level of CXCL5 in a biological sample taken from a subject is higher than a preset cutoff value, it involves predicting that the anti-PD-1 antibody is likely to be effective in treating the disease in the subject. Item 1. The method according to Item 1.
 項3.CXCL5を含む、抗PD-1抗体又はその抗原結合断片の治療効果を予測するためのバイオマーカー。 Item 3. A biomarker for predicting the therapeutic effect of an anti-PD-1 antibody or an antigen-binding fragment thereof, including CXCL5.
 項4.抗CXCL5抗体又はその抗体結合断片を含む、抗PD-1抗体又はその抗原結合断片の治療効果を予測するための診断薬。 Item 4. A diagnostic agent for predicting the therapeutic effect of an anti-PD-1 antibody or an antigen-binding fragment thereof, which comprises an anti-CXCL5 antibody or an antibody-binding fragment thereof.
 項5.抗CXCL5抗体又はその抗原結合断片を含む、抗PD-1抗体又はその抗原結合断片の治療効果の予測用キット。 Item 5. A kit for predicting the therapeutic effect of an anti-PD-1 antibody or an antigen-binding fragment thereof, which comprises an anti-CXCL5 antibody or an antigen-binding fragment thereof.
 本発明によれば、対象における抗PD-1抗体又はその抗原結合断片の治療効果の新たな予測方法が提供される。すなわち、本発明の予測方法は、CXCL5のレベルに基づいて、抗PD-1抗体又はその抗原結合断片に対して顕著に感受性を示すがん患者を予測することができる。これにより、疾患治療における対象への適切な薬剤の選択ができ、又は無用な投薬を回避することができ、適切な投与計画の立案や適切な投与計画への変更が可能となる。 According to the present invention, a new method for predicting the therapeutic effect of an anti-PD-1 antibody or an antigen-binding fragment thereof in a subject is provided. That is, the prediction method of the present invention can predict a cancer patient who is significantly sensitive to an anti-PD-1 antibody or an antigen-binding fragment thereof based on the level of CXCL5. As a result, it is possible to select an appropriate drug for a subject in disease treatment or avoid unnecessary medication, and it is possible to formulate an appropriate administration plan and change to an appropriate administration plan.
悪性黒色腫におけるROC曲線(A)とCXCL5の平均血清レベル(B)を示すグラフ。*はp<0.05を示す。The graph which shows the ROC curve (A) and the mean serum level (B) of CXCL5 in malignant melanoma. * Indicates p <0.05. 悪性黒色腫におけるROC曲線(A)とCXCL10の平均血清レベル(B)を示すグラフ。n.s.は統計学的有意差がないことを示す。The graph which shows the ROC curve (A) and the mean serum level (B) of CXCL10 in malignant melanoma. n. s. Indicates that there is no statistically significant difference. 悪性黒色腫におけるROC曲線(A)とCCL22の平均血清レベル(B)を示すグラフ。n.s.は統計学的有意差がないことを示す。The graph which shows the ROC curve (A) and the mean serum level (B) of CCL22 in malignant melanoma. n. s. Indicates that there is no statistically significant difference.
 本発明の第一態様によれば、対象における抗PD-1抗体又はその抗原結合断片の治療効果を予測する方法であって、対象から採取された生体試料におけるCXCL5のレベルを測定することを含む方法が提供される。なお、抗PD-1抗体又はその抗原結合断片である抗体医薬を、以下、単に抗体医薬と称する場合がある。 According to the first aspect of the present invention, it is a method for predicting the therapeutic effect of an anti-PD-1 antibody or an antigen-binding fragment thereof in a subject, and includes measuring the level of CXCL5 in a biological sample collected from the subject. A method is provided. An antibody drug that is an anti-PD-1 antibody or an antigen-binding fragment thereof may be simply referred to as an antibody drug.
 かかる方法によれば、CXCL5のレベルに基づいて、対象における抗PD-1抗体又はその抗原結合断片からなる抗体医薬の治療効果を予測することができる。 According to such a method, the therapeutic effect of an antibody drug consisting of an anti-PD-1 antibody or an antigen-binding fragment thereof in a subject can be predicted based on the level of CXCL5.
 本明細書において、「CXCL5」は、好中球のみならず、腫瘍関連マクロファージ(TAM)の前駆細胞となり得るCXCR2+骨髄由来免疫抑制細胞(MDSC)及びCXCR2+単球をリクルートできるケモカインである。CXCL5は、CXCL5の改変体、アイソフォーム、及び種ホモログを含んでよい。CXCL5は、LIX又はGCP-2と称される場合もある。 As used herein, "CXCL5" is a chemokine capable of recruiting not only neutrophils but also CXCR2 + bone marrow-derived immunosuppressive cells (MDSC) and CXCR2 + monocytes which can be progenitor cells of tumor-related macrophages (TAM). CXCL5 may include variants, isoforms, and species homologues of CXCL5. CXCL5 may also be referred to as LIX or GCP-2.
 CXCL5のレベルとは、例えば、生体試料におけるCXCL5の濃度又は量であり、好ましくは、生体試料におけるCXCL5の濃度である。測定するCXCL5の濃度としては、例えば、10pg/mL~10000pg/mL、10pg/mL~5000pg/mLの範囲の濃度が挙げられる。 The level of CXCL5 is, for example, the concentration or amount of CXCL5 in the biological sample, and preferably the concentration of CXCL5 in the biological sample. Examples of the concentration of CXCL5 to be measured include a concentration in the range of 10 pg / mL to 10000 pg / mL, 10 pg / mL to 5000 pg / mL.
 本明細書において、「抗体」は、全長抗体であって、ジスルフィド結合で連結された少なくとも2個の重鎖(H)と2個の軽鎖(L)を含む糖タンパク質を含む。各重鎖は、重鎖可変領域(以下、VHと略すこともある。)と重鎖定常領域とから構成されている。重鎖定常領域は、3個のドメインCH1、C H2及びCH3から構成されている。各軽鎖は、軽鎖可変領域(以下、VLと略すこともある。)と軽鎖定常領域から構成されている。軽鎖定常領域は、1個のドメインCLで構成されている。VH及びVL領域はさらに、相補性決定領域(CDR)と称される変異性の高い領域に小分割され、それらには、フレームワーク領域(FR)と称され、より保存性の高い領域が散在している。上記重鎖及び軽鎖の可変領域は、抗原と相互作用する結合ドメインを含んでいる。 As used herein, an "antibody" is a full-length antibody comprising a glycoprotein containing at least two heavy chains (H) and two light chains (L) linked by disulfide bonds. Each heavy chain is composed of a heavy chain variable region (hereinafter, may be abbreviated as V H ) and a heavy chain constant region. The heavy chain constant region is composed of three domains C H1 , C H 2 and C H 3 . Each light chain is composed of a light chain variable region (hereinafter, may be abbreviated as VL ) and a light chain constant region. The light chain constant region is comprised of one domain C L. The V H and VL regions are further subdivided into highly mutagenic regions called complementarity determining regions (CDRs), which are referred to as framework regions (FRs) and are more conserved regions. Are scattered. The variable regions of the heavy and light chains contain binding domains that interact with the antigen.
 かかる「抗体」としては、例えば、モノクローナル抗体、ポリクローナル抗体、二重特異性抗体、低分子化抗体、ドメイン抗体、合成抗体、キメラ抗体、ヒト化抗体、ヒト抗体、抗体複合体、一本鎖抗体、抗体誘導体、抗体類似体、及びそのそれぞれの抗原結合断片が挙げられる。 Examples of such "antibodies" include monoclonal antibodies, polyclonal antibodies, bispecific antibodies, low molecular weight antibodies, domain antibodies, synthetic antibodies, chimeric antibodies, humanized antibodies, human antibodies, antibody complexes, and single-stranded antibodies. , Antibody derivatives, antibody analogs, and their respective antigen-binding fragments.
 本明細書において、抗体の「抗原結合断片」(又は、単に「抗体断片」ともいう)とは、特異的に抗原(例えば、PD-1)に結合する能力を保持する抗体の1個以上の断片を示すものである。抗体の「抗原結合断片」に含まれる結合断片の例として、(i)VL、VH、CL及びCH1ドメインから構成される1価の断片であるFab断片、(ii)ヒンジ領域中ジスルフィド架橋で結合した2個のFab断片を含む2価の断片であるF(ab´)2断片、(iii)VH及びCH1ドメインから構成されるFd断片、(iv)抗体のシングルアームのVL及びVHドメインで構成されるFv断片、(v)VHドメインから構成されるdAb断片、又は(vi)単離相補性決定領域(CDR)が挙げられる。さらに、Fv断片の2個のドメインであるVL及びVHは別々の遺伝子によりコードされているが、それらは、組み換え技術を用いてそれらを単一タンパク質鎖として作製できる合成リンカーにより連結でき、この鎖中では、VL及びVH領域が対となって1価の分子を形成できる(単一鎖のFv(scFv))。このような単一鎖の抗体も、抗体の「抗原結合断片」に含まれる。 As used herein, an "antigen-binding fragment" (or simply referred to as an "antibody fragment") of an antibody is one or more antibodies that retain the ability to specifically bind to an antigen (eg, PD-1). It shows a fragment. Examples of binding fragments contained in the "antigen binding fragment" of an antibody include (i) Fab fragment, which is a monovalent fragment composed of VL , V H , CL and C H1 domains, and (ii) in the hinge region. F (ab') 2 fragments, which are divalent fragments containing 2 Fab fragments bonded by disulfide bridges, Fd fragments composed of (iii) V H and C H1 domains, and (iv) single arm of antibody. Examples thereof include an Fv fragment composed of VL and V H domains, a dAb fragment composed of (v) V H domains, or (vi) isolated complementarity determining regions (CDRs). In addition, the two domains of the Fv fragment, VL and VH, are encoded by separate genes, which can be linked by synthetic linkers that can be made into single protein chains using recombination techniques. Within this chain, the VL and VH regions can be paired to form a monovalent molecule (single chain Fv (scFv)). Such single-stranded antibodies are also included in the "antigen-binding fragment" of the antibody.
 本明細書において、「PD-1」は、免疫応答調節のシグナルを介する免疫レセプターであって、CD28/CTLA-4ファミリーに属するI型膜タンパク質である。本発明における「PD-1」は、「ProgrammedDeath1」、「ProgrammedCellDeath1」、「タンパク質PD-1」、「PD1」、「PDCD1」、及び「hPD-1」と相互に使用され、PD-1の改変体、アイソフォーム、種ホモログ、及びPD-1と少なくとも1個の共通エピトープを有するアナログを含んでよい。 In the present specification, "PD-1" is an immune receptor that mediates a signal for regulating the immune response, and is a type I membrane protein belonging to the CD28 / CTLA-4 family. "PD-1" in the present invention is used interchangeably with "ProgrammedDeath1", "ProgrammedCellDeath1", "Protein PD-1", "PD1", "PDCD1", and "hPD-1" to modify PD-1. It may include the body, isoforms, species homologues, and analogs that have at least one common epitope with PD-1.
 本明細書において、「抗PD-1抗体」は、本発明の効果を妨げない限り、特に限定されず、PD-1に特異的に結合する任意の抗体であってよい。かかる抗体は、アミノ酸配列の構造の一部を特異的に認識する抗体でもあってもよく、全体構造を特異的に認識する抗体でもよい。また、上記抗体としては、特に限定されるものではないが、ニボルマブ、ペムブロリズマブ、又はラムブロリズマブが挙げられ、好ましくはニボルマブ又はペムブロリズマブである。 In the present specification, the "anti-PD-1 antibody" is not particularly limited as long as it does not interfere with the effects of the present invention, and may be any antibody that specifically binds to PD-1. Such an antibody may be an antibody that specifically recognizes a part of the structure of the amino acid sequence, or may be an antibody that specifically recognizes the entire structure. The antibody is not particularly limited, and examples thereof include nivolumab, pembrolizumab, and lambbrolizumab, and nivolumab or pembrolizumab is preferable.
 本明細書において、対象(被験対象とも称する)は、哺乳動物、例えば、げっ歯類、イヌ、ネコ、ウシ、霊長類などであり、好ましくはヒトであり、より好ましくは、抗PD-1抗体の投与により治療されうる疾患に罹患しているか、又は該疾患に罹患する可能性のあるヒトであり、さらにより好ましくは、癌、肉腫、又は悪性中皮腫に罹患したヒトである。ここで「治療」には、確立された病態を治療することだけでなく、将来確立される可能性のある病態を予防することをも含む。対象は、好ましくは、抗PD-1抗体又はその抗原結合断片の投与経験がない対象である。 In the present specification, the subject (also referred to as a test subject) is a mammal such as a rodent, a dog, a cat, a cow, a primate, etc., preferably a human, and more preferably an anti-PD-1 antibody. A person who has or may have a disease that can be treated by administration of, and even more preferably a person who has cancer, sarcoma, or malignant mesothelioma. Here, "treatment" includes not only treating an established pathological condition but also preventing a pathological condition that may be established in the future. The subject is preferably a subject who has never been administered an anti-PD-1 antibody or an antigen-binding fragment thereof.
 癌、肉腫、又は悪性中皮腫としては、具体的には、悪性黒色腫(メラノーマ)(例えば、転移性悪性黒色腫、根治切除不能悪性黒色腫)、皮膚有棘細胞癌、乳房外パジェット病、又はメルケル細胞癌等の皮膚癌;腎癌(例えば、腎細胞癌、透明細胞カルシノーマ);前立腺癌(例えば、ホルモン難治性前立腺アデノカルシノーマ);乳癌;結腸癌;肺癌(例えば、非小細胞肺癌);骨癌;膵癌;頭頚部癌;皮膚若しくは眼窩内悪性メラノーマ;子宮癌;卵巣癌;直腸癌;肛門部癌;胃癌;精巣癌;子宮癌;卵管のカルシノーマ;子宮内膜カルシノーマ;子宮頚部カルシノーマ;膣カルシノーマ;外陰部カルシノーマ;食道癌;小腸癌;大腸癌;内分泌系癌;甲状腺癌;副甲状腺癌;副腎癌;柔組織肉腫;多発性骨髄腫;尿道癌;陰茎癌;慢性若しくは急性白血病(例えば、急性骨髄性白血病、慢性骨髄性白血病、急性リンパ芽球性白血病、慢性リンパ球性白血病);小児固形癌;進行性固形癌;膀胱癌;腎臓若しくは尿管の癌;腎盂カルシノーマ;尿路上皮癌;中枢神経系(CNS)腫瘍;リンパ腫(例えば、リンパ球性リンパ腫、原発性CNSリンパ腫、非ホジキンリンパ腫、ホジキンリンパ腫(ホジキン病)、T細胞リンパ腫);胸膜悪性中皮腫;心膜悪性中皮腫;腹膜悪性中皮腫;腫瘍新脈管形成;脊椎腫瘍;脳幹グリオーム;下垂体アデノーマ;カポシ肉腫;扁平上皮癌;扁平細胞癌;アスベスト誘発癌を含む環境誘発癌;又はそれらの組み合わせが挙げられ、好ましくは、皮膚癌、より好ましくは、悪性黒色腫、皮膚有棘細胞癌、乳房外パジェット病、又はメルケル細胞癌である。 Specific examples of cancer, sarcoma, or malignant mesoderma include malignant melanoma (eg, metastatic malignant melanoma, unresectable malignant melanoma), cutaneous spinous cell carcinoma, and extramammary Paget's disease. , Or skin cancers such as Merkel cell carcinoma; renal cancers (eg, renal cell carcinomas, clear cell melanomas); prostate cancers (eg, hormone-refractory prostatic adenocalcinoma); breast cancers; colon cancers; lung cancers (eg, non-small cells) Lung cancer); Bone cancer; Pancreatic cancer; Head and neck cancer; Skin or intraorbital malignant melanoma; Uterine cancer; Ovarian cancer; Rectal cancer; Anal cancer; Gastric cancer; Testis cancer; Uterine cancer; Ovical carcinoma; Endometrial carcinoma; Cervical melanoma; Vaginal melanoma; genital melanoma; esophageal cancer; small intestine cancer; colon cancer; endocrine cancer; thyroid cancer; ad thyroid cancer; adrenal cancer; soft tissue sarcoma; multiple myeloma; urinary tract cancer; penis cancer; chronic Or acute leukemia (eg, acute myeloid leukemia, chronic myeloid leukemia, acute lymphoblastic leukemia, chronic lymphocytic leukemia); pediatric solid tumor; advanced solid cancer; bladder cancer; kidney or urinary tract cancer; renal pelvis Melanoma; Urinary tract epithelial cancer; Central nervous system (CNS) tumor; Lymphoma (eg, lymphocytic lymphoma, primary CNS lymphoma, non-Hodgkin lymphoma, Hodgkin lymphoma (Hodgkin's disease), T-cell lymphoma); pleural malignancies Pericardial malignant melanoma; Peritoneal malignant melanoma; Tumor neovascularization; Spinal tumor; Brain stem gliome; Hydrangea adenoma; Caposhi sarcoma; Squamous epithelial cancer; Squamous cell carcinoma; Environment-induced cancer including asbestos-induced cancer; Or a combination thereof, preferably skin cancer, more preferably malignant melanoma, cutaneous spinous cell cancer, extramammary Paget's disease, or Merkel cell cancer.
 生体試料としては、あらゆる体液、例えば、血清、血漿、血液、リンパ液、組織液、体腔液、消化液又は尿等が挙げられ、好ましくは血清である。
抗PD-1抗体又はその抗原結合断片の投与方法としては、特に限定されるものではないが、静脈投与が好ましい。
Examples of the biological sample include all body fluids such as serum, plasma, blood, lymph, tissue fluid, body cavity fluid, digestive juice, urine and the like, and serum is preferable.
The method for administering the anti-PD-1 antibody or the antigen-binding fragment thereof is not particularly limited, but intravenous administration is preferable.
 生体試料の採取時期は、対象への抗PD-1抗体又はその抗原結合断片の投与前が挙げられる。 The time for collecting the biological sample is before administration of the anti-PD-1 antibody or its antigen-binding fragment to the subject.
 CXCL5のレベルの測定は、CXCL5レベルを定量的又は半定量的に測定できるものであれば特に制限はなく、公知のあらゆる方法を採用することができる。例えば、免疫測定法、電気泳動法、ウエスタンブロッティング法、質量分析法等が挙げられ、好ましくは免疫測定法である。 The measurement of the CXCL5 level is not particularly limited as long as the CXCL5 level can be measured quantitatively or semi-quantitatively, and any known method can be adopted. For example, an immunoassay method, an electrophoresis method, a Western blotting method, a mass spectrometry method and the like can be mentioned, and an immunoassay method is preferable.
 免疫測定法としては、例えば、免疫比濁測定法、酵素免疫測定法等が挙げられる。免疫測定法は、タンパク質等を抗原として測定する免疫測定法であって、抗CXCL5抗体又はその抗原結合断片を用いることができ、好ましくはそのポリクローナル抗体やモノクローナル抗体を用いることができる。抗CXCL5抗体又はその抗原結合断片は、市販品の抗体であることもできるし、また、周知の方法により製造することもできる。 Examples of immunoassays include immunoturbidimetric methods, enzyme immunoassays, and the like. The immunoassay is an immunoassay that measures a protein or the like as an antigen, and an anti-CXCL5 antibody or an antigen-binding fragment thereof can be used, preferably a polyclonal antibody or a monoclonal antibody thereof. The anti-CXCL5 antibody or an antigen-binding fragment thereof can be a commercially available antibody, or can be produced by a well-known method.
 免疫比濁測定法としては、生物学的試料におけるCXCL5と、抗CXCL5抗体又はその抗原結合断片とを反応させて抗原抗体反応させ、その結果、発生する濁りの度合いからCXCL5のレベルを測定するものであれば、とくに限定されない。そのような方法として、TIA法、ラテックス免疫比濁法、ネフェロメトリー法を例示することができる。TIA法は、免疫比濁測定法において濁りの度合いを特定の吸光度において測定する方法である。また、ラテックス免疫比濁法は、免疫比濁測定法において、抗体として抗CXCL5抗体又はその抗原結合断片をラテックス粒子に結合させたものを用いて測定する方法である。さらに、ネフェロメトリー法は、免疫比濁測定法において濁りの度合いを、一定角度以上の大きさに散乱した光を集めて散乱光として測定する方法である。 As an immunoturbidimetric measurement method, CXCL5 in a biological sample is reacted with an anti-CXCL5 antibody or an antigen-binding fragment thereof to cause an antigen-antibody reaction, and as a result, the level of CXCL5 is measured from the degree of turbidity generated. If so, it is not particularly limited. Examples of such a method include the TIA method, the latex immunoturbidimetric method, and the neferometry method. The TIA method is a method for measuring the degree of turbidity at a specific absorbance in an immunoturbidimetric measurement method. Further, the latex immunoturbidimetric method is a method for measuring an immunoturbidimetric method using an anti-CXCL5 antibody or an antigen-binding fragment thereof bound to latex particles as an antibody. Further, the neferometry method is a method in which the degree of turbidity is measured as scattered light by collecting light scattered to a size of a certain angle or more in the immunoturbidimetric measurement method.
 酵素免疫測定法としては、プレートを支持体とした、ELISA法等のEIA法を挙げることが出来る。はじめに固相に直接又は間接的に抗CXCL5抗体又はその抗原結合断片を一次抗体として結合させる。CXCL5を酵素免疫測定法で測定する場合には、例えば、固相に結合した一次抗体に、CXCL5を測定するための生物学的試料を加えて反応させる。一定時間反応させた後、固相を洗浄し二次標識抗体を加えて二次反応させる。固相を再度洗浄し、固相に結合した標識部分を測定する。 Examples of the enzyme immunoassay method include an EIA method such as an ELISA method using a plate as a support. First, the anti-CXCL5 antibody or its antigen-binding fragment is directly or indirectly bound to the solid phase as a primary antibody. When CXCL5 is measured by an enzyme immunoassay, for example, a biological sample for measuring CXCL5 is added to a primary antibody bound to a solid phase and reacted. After reacting for a certain period of time, the solid phase is washed and a secondary labeled antibody is added for a secondary reaction. The solid phase is washed again and the labeled portion bound to the solid phase is measured.
 上記二次標識抗体を用いる免疫測定法において、標識物質としては西洋ワサビペルオキシダーゼ(HRP)、アルカリホスファターゼ等の酵素を用いることができる。例えば、HRP標識抗体を利用した場合には基質に既知のDAB、TMB、OPD等を用いることができる。また、標識物質には、HRPのような酵素だけではなく、金コロイド、ユーロピウム等の標識金属やFITC、ローダミン、Texas Red、Alexa、GFP等の化学的、生物的各種蛍光物質、 32P、 51Cr等の放射性物質等標識可能なあらゆる物質が挙げられる。また、本発明で標識物質を用いる場合、アビジン-ビオチン系又はストレプトアビジン-ビオチン系を用いることもできる。その場合には、例えば、ビオチンで標識された二次標識抗体とともに、HRP等の酵素で標識されたストレプトアビジン又はアビジンを用いることができる。また、ルシフェラーゼ標識抗体による化学発光イムノアッセイ、蛍光色素標識抗体による蛍光イムノアッセイ、フローサイトメトリー法等を挙げることができる。 In the immunoassay method using the above-mentioned secondary labeled antibody, an enzyme such as horseradish peroxidase (HRP) or alkaline phosphatase can be used as the labeling substance. For example, when an HRP-labeled antibody is used, known DAB, TMB, OPD and the like can be used as the substrate. In addition, the labeling substances include not only enzymes such as HRP, but also labeling metals such as gold colloid and europium, and various chemical and biological fluorescent substances such as FITC, rhodamine, Texas Red, Alexa, and GFP, 32 P, 51. All labelable substances such as radioactive substances such as Cr can be mentioned. When a labeling substance is used in the present invention, an avidin-biotin system or a streptavidin-biotin system can also be used. In that case, for example, streptavidin or avidin labeled with an enzyme such as HRP can be used together with the secondary labeled antibody labeled with biotin. In addition, chemiluminescence immunoassay using a luciferase-labeled antibody, fluorescence immunoassay using a fluorescent dye-labeled antibody, flow cytometry method and the like can be mentioned.
 電気泳動法としては、一般的にはSDS-PAGE法を挙げることができる。そのほかにもセルロース・アセテートを支持体としたもの等がある。タンパク質の染色にはクマシー・ブリリアント・ブルー、ポンソーS染色、アミドブラック染色、直接酵素活性を利用する方法等がある。 As the electrophoresis method, generally, the SDS-PAGE method can be mentioned. In addition, there are those using cellulose acetate as a support. Protein staining includes Coomassie Brilliant Blue, Ponso S staining, amide black staining, and a method using direct enzyme activity.
 また、ウエスタンブロッティング法による検出も有効である。すなわち、電気泳動をしたゲルをニトロセルロース膜やPVDF膜等に転写し、次いで、一次抗体である抗CXCL5抗体又はその抗原結合断片、さらに、二次標識抗体であるHRP標識抗IgG等を反応させ、次いで、HRP発色試薬で発色させ、CXCL5に相当するバンドの発色度合いによりCXCL5を測定することができる。 In addition, detection by Western blotting is also effective. That is, the electrophoresed gel is transferred to a nitrocellulose membrane, PVDF membrane, etc., and then reacted with an anti-CXCL5 antibody, which is a primary antibody, or an antigen-binding fragment thereof, and an HRP-labeled anti-IgG, which is a secondary labeled antibody. Then, the color is developed with the HRP coloring reagent, and CXCL5 can be measured by the degree of color development of the band corresponding to CXCL5.
 質量分析法としては、例えば、質量分析器を使用した分析方法を挙げることができる。例えば、表面増強レーザー脱離イオン化(Surface Enhanced Laser Desorption/Ionization)飛行時間型質量分析計(SELDI-TOF MS法)、マトリックス支援レーザーイオン化(Matrix-Assisted Laser Desorption/Ionization)飛行時間型質量分析計(MALDI-TOF MS法)、ESI法(Electrospray Ionization)を用いる方法を例示できる。SELDI-TOF MS法は、チップ表面の官能基に目的物質を均一に捕捉したまま不純物を除去し、レーザー光でイオン化するため、再現性のあるS/N比の高いイオンスペクトルが得られるので好ましい。 As a mass spectrometry method, for example, an analysis method using a mass spectrometer can be mentioned. For example, surface enhanced laser desorption ionization (Surface Enhanced Laser Deposition / Ionization) time-of-flight mass analyzer (SELDI-TOF MS method), matrix-assisted laser ionization (Matrix-Assisted Laser Deposition / Ionization) time-of-flight mass analyzer Examples of methods using the MALDI-TOF MS method) and the ESI method (Electrospray Ionization) can be exemplified. The SELDI-TOF MS method is preferable because impurities are removed while the target substance is uniformly captured by the functional groups on the chip surface and ionized by laser light, so that a reproducible ion spectrum with a high S / N ratio can be obtained. ..
 上述の測定により得られたCXCL5のレベルのデータを用いて、対象における抗PD-1抗体又はその抗原結合断片の治療効果を予測することができる。 Using the CXCL5 level data obtained from the above measurements, the therapeutic effect of the anti-PD-1 antibody or its antigen-binding fragment in the subject can be predicted.
 かかる予測としては、対象から採取された生体試料におけるCXCL5のレベルが予め設定されたカットオフ値よりも高い場合、対象における疾患の治療に抗PD-1抗体又はその抗原結合断片が有効である可能性が高いと予測することが挙げられる。或いは、対象から採取された生体試料におけるCXCL5のレベルが予め設定されたカットオフ値以下である場合、対象における疾患の治療に抗PD-1抗体又はその抗原結合断片が有効である可能性が低いと予測することが挙げられる。 As such a prediction, when the level of CXCL5 in a biological sample collected from a subject is higher than a preset cutoff value, an anti-PD-1 antibody or an antigen-binding fragment thereof may be effective for treating a disease in the subject. Predicting that the sex is high can be mentioned. Alternatively, if the level of CXCL5 in a biological sample taken from a subject is less than or equal to a preset cutoff value, it is unlikely that the anti-PD-1 antibody or antigen-binding fragment thereof is effective in treating the disease in the subject. Is to be predicted.
 カットオフ値(閾値)は、薬物に対する奏功者と非奏功者とを区別する値であるが、測定対象や測定方法の種類などの諸条件により変動するものであるため、条件に合わせて予め設定する必要がある。カットオフ値は、測定対象(患者の数、年齢、性別、体重、健康状態、疾患の状態)や測定条件(例えば測定する抗体の種類及び感度)、統計的手法などにより変動するため、本発明は、これらの諸条件により変動し得る任意のカットオフ値を用いた発明を広く包含し、特定の値に限定されない。 The cutoff value (threshold value) is a value that distinguishes between those who responded to the drug and those who did not, but since it varies depending on various conditions such as the measurement target and the type of measurement method, it is set in advance according to the conditions. There is a need to. Since the cutoff value varies depending on the measurement target (number of patients, age, gender, body weight, health condition, disease condition), measurement conditions (for example, type and sensitivity of antibody to be measured), statistical method, etc., the present invention. Broadly includes inventions using arbitrary cutoff values that may vary depending on these conditions, and is not limited to a specific value.
 当業者はカットオフ値を、予め測定しておいたCXCL5のレベルから種々の統計解析手法により求めることができる。例えば、カットオフ値としては、抗PD-1抗体又はその抗原結合断片を投与された対象におけるCXCL5のレベルの平均値又は中央値;抗PD-1抗体又はその抗原結合断片を投与された対象のCXCL5のレベルと、抗PD-1抗体又はその抗原結合断片の治療効果(腫瘍縮小効果、生存期間延長効果など)との関係から感度と特異度の和が最大となるようROC(Receiver  Operating  Characteristic)分析に基づき求められる値;抗PD-1抗体又はその抗原結合断片を投与された対象におけるCXCL5のレベルと、抗PD-1抗体又はその抗原結合断片の治療効果(腫瘍縮小効果、生存期間延長効果など)との関係から、カイ二乗検定に基づき求められる値(このうちログランク検定でP値が最小となる値、P値がある水準以下になる値(例えばP値が0.05以下になる値、P値が0.01以下になる値)など));が挙げられる。 Those skilled in the art can obtain the cutoff value from the level of CXCL5 measured in advance by various statistical analysis methods. For example, the cutoff value is the average or median level of CXCL5 in the subject to which the anti-PD-1 antibody or the antigen-binding fragment thereof was administered; the subject to which the anti-PD-1 antibody or the antigen-binding fragment thereof was administered. ROC (Receiver Operating Characteristic) so that the sum of sensitivity and specificity is maximized from the relationship between the level of CXCL5 and the therapeutic effect of anti-PD-1 antibody or its antigen-binding fragment (tumor shrinkage effect, survival time prolonging effect, etc.) Values obtained based on analysis; CXCL5 levels in subjects administered with anti-PD-1 antibody or antigen-binding fragment thereof, and therapeutic effect of anti-PD-1 antibody or antigen-binding fragment thereof (tumor shrinkage effect, survival time prolonging effect) The value obtained based on the chi-square test (of which the P value is the minimum in the log rank test, and the P value is below a certain level (for example, the P value is 0.05 or less) from the relationship with the value. Value, P value is 0.01 or less), etc.));
 カットオフ値は1つであってもよいし、治療効果の種類、投与する抗体医薬の種類、抗体医薬を投与する対象の状態、又はそれらの組合せに応じて複数設定することもできる。 The cutoff value may be one, or a plurality of cutoff values may be set according to the type of therapeutic effect, the type of antibody drug to be administered, the condition of the subject to which the antibody drug is administered, or a combination thereof.
 上記予測工程により、対象から採取された生体試料におけるCXCL5のレベルが予め設定されたカットオフ値よりも高く、対象における疾患の治療に抗PD-1抗体が有効である可能性が高いと予測された場合、かかる対象には抗PD-1抗体を投与するよう決定し得る。 According to the above prediction step, the level of CXCL5 in the biological sample collected from the subject is higher than the preset cutoff value, and it is predicted that the anti-PD-1 antibody is likely to be effective for the treatment of the disease in the subject. If so, it may be decided to administer the anti-PD-1 antibody to such subjects.
 抗PD-1抗体の有効量は、特に限定されず、薬剤の種類、純度、副作用の程度、対象の種類、性質、性別、年齢、症状、併用薬剤の有無、前治療歴等に応じて当業者によって、適宜決定される。例えば、かかる有効量としては、0.1~20mg/体重kg/日、好ましくは1.0~20mg/体重kg/日を1回又は数回等が挙げられる。 The effective amount of the anti-PD-1 antibody is not particularly limited, and depends on the type, purity, degree of side effects, target type, properties, gender, age, symptoms, presence / absence of concomitant drug, prior treatment history, etc. Determined appropriately by the vendor. For example, such an effective amount may be 0.1 to 20 mg / kg body weight / day, preferably 1.0 to 20 mg / kg body weight / day once or several times.
 なお、上記抗体医薬による治療は、その実施期間中、又は実施期間の前後に腫瘍を切除する手術の有無を問わない。主に延命効果を目的とした腫瘍の摘出を伴わない治療であっても、上記抗体医薬による治療の後に小さくなった腫瘍の摘出を行ってもよいし、再発・転移抑制効果を目的とした腫瘍の摘出の後に予防的に上記抗体医薬による治療を行ってもよい。 The treatment with the above-mentioned antibody drug may or may not have surgery to remove the tumor during or before or after the implementation period. Even if the treatment is not accompanied by removal of the tumor mainly for the purpose of prolonging the life, the tumor that has become smaller may be removed after the treatment with the above antibody drug, or the tumor for the purpose of suppressing recurrence / metastasis. After the removal of the tumor, treatment with the above antibody drug may be performed prophylactically.
 本明細書において「治療効果」は「有効性」と互換的に使用することができ、腫瘍縮小効果、再発・転移抑制効果、延命効果などにより評価することができる。「対象における疾患の治療に抗PD-1抗体が有効である」とは、CXCL5のレベルがカットオフ値を超える患者における治療効果が、CXCL5のレベルがカットオフ値以下である患者における治療効果と比較して統計上有意な程度の差をもって顕著に優れていることをいう。 In the present specification, "therapeutic effect" can be used interchangeably with "effectiveness", and can be evaluated by tumor shrinkage effect, recurrence / metastasis suppression effect, life extension effect, and the like. "Anti-PD-1 antibody is effective in treating a disease in a subject" means that the therapeutic effect in a patient whose CXCL5 level exceeds the cutoff value is the therapeutic effect in a patient whose CXCL5 level is below the cutoff value. It means that it is remarkably superior with a statistically significant difference in comparison.
 上記予測工程により、対象から採取された生体試料におけるCXCL5のレベルが予め設定されたカットオフ値以下である場合、かかる対象へは抗PD-1抗体を投与しないよう決定し得る。この場合、抗PD-1抗体の代わりに、抗CTLA4抗体等の別の薬剤を投与し得る。 According to the above prediction step, when the level of CXCL5 in the biological sample collected from the subject is equal to or less than the preset cutoff value, it can be decided not to administer the anti-PD-1 antibody to the subject. In this case, instead of the anti-PD-1 antibody, another drug such as an anti-CTLA4 antibody may be administered.
 例えば、根治切除不能悪性黒色腫の患者の治療の場合、抗PD-1抗体を投与する前に、患者のCXCL5のレベルを測定し、抗PD-1抗体が有効である可能性が高いと予測された患者には抗PD-1抗体(ニボルマブ、又はペムブロリズマブ)を投与し、否定判定の患者にはイピリムマブ等の抗PD-1抗体以外の抗体医薬を投与すれば、抗PD-1抗体による副作用のリスクを低減することができる。 For example, in the case of treatment of patients with unresectable malignant melanoma, the level of CXCL5 in patients is measured before administration of anti-PD-1 antibody, and it is predicted that anti-PD-1 antibody is likely to be effective. Anti-PD-1 antibody (nivolumab or pembrolizumab) is administered to patients who have been treated, and antibody drugs other than anti-PD-1 antibody such as ipilimumab are administered to patients with negative judgment. Risk can be reduced.
 このように、本発明の第一態様の対象における抗PD-1抗体又はその抗原結合断片の治療効果を予測する方法によれば、CXCL5のレベルに基づいて対象における抗PD-1抗体又はその抗原結合断片の治療効果を予測することができ、疾患治療における対象ごとの適切な薬剤の選択ができ、無用な投薬による副作用の発生等を未然に回避することができる。このため、適切な投与計画の立案や適切な投与計画への変更が可能となる。 Thus, according to the method of predicting the therapeutic effect of the anti-PD-1 antibody or its antigen-binding fragment in the subject of the first aspect of the present invention, the anti-PD-1 antibody or its antigen in the subject is based on the level of CXCL5. The therapeutic effect of the bound fragment can be predicted, an appropriate drug can be selected for each subject in the treatment of the disease, and the occurrence of side effects due to unnecessary medication can be avoided. Therefore, it is possible to formulate an appropriate administration plan and change to an appropriate administration plan.
 本発明の第一態様の対象は、疾患の治療における治療薬選択のための補助方法と見ることもできる。 The object of the first aspect of the present invention can also be seen as an auxiliary method for selecting a therapeutic agent in the treatment of a disease.
 本発明の第二態様によれば、CXCL5を含む、抗PD-1抗体又はその抗原結合断片の治療効果を予測するためのバイオマーカーが提供される。 According to the second aspect of the present invention, a biomarker for predicting the therapeutic effect of an anti-PD-1 antibody or an antigen-binding fragment thereof, including CXCL5, is provided.
 本発明の第三態様によれば、抗CXCL5抗体又はその抗体結合断片を含む、抗PD-1抗体又はその抗原結合断片の治療効果を予測するための診断薬が提供される。 According to the third aspect of the present invention, a diagnostic agent for predicting the therapeutic effect of an anti-PD-1 antibody or an antigen-binding fragment thereof, which comprises an anti-CXCL5 antibody or an antibody-binding fragment thereof, is provided.
 上記診断薬はCXCL5のレベルの測定に使用することができるため、上記に説明した各種の測定方法を行うことができる。上記測定方法としては、例えば、免疫測定法、電気泳動法、ウエスタンブロッティング法、質量分析法等が挙げられ、好ましくは免疫測定法である。 Since the above diagnostic agent can be used for measuring the level of CXCL5, various measuring methods described above can be performed. Examples of the above-mentioned measuring method include an immunoassay method, an electrophoresis method, a Western blotting method, a mass spectrometry method and the like, and an immunoassay method is preferable.
 かかる診断薬の態様は、第一態様の治療効果を予測する方法に関する記載に準じて実施することができる。 The aspect of the diagnostic agent can be carried out according to the description regarding the method for predicting the therapeutic effect of the first aspect.
 本発明の第四態様によれば、抗CXCL5抗体又はその抗原結合断片を含む、抗PD-1抗体又はその抗原結合断片の治療効果の予測用キットが提供される。 According to the fourth aspect of the present invention, a kit for predicting the therapeutic effect of an anti-PD-1 antibody or an antigen-binding fragment thereof, which comprises an anti-CXCL5 antibody or an antigen-binding fragment thereof, is provided.
 かかるキットは、本発明の第一態様の予測方法を実施するために好適に用いられる。 Such a kit is suitably used for carrying out the prediction method of the first aspect of the present invention.
 抗CXCL5抗体又はその抗原結合断片は、対象から採取された生体試料におけるCXCL5タンパク質のレベルを測定することができる。 The anti-CXCL5 antibody or its antigen-binding fragment can measure the level of CXCL5 protein in a biological sample collected from a subject.
 上記キットは、上記抗CXCL5抗体又はその抗原結合断片からなる一次抗体以外に、当該一次抗体に対する二次抗体をさらに含んでもよい。二次抗体は、ルシフェラーゼ標識、放射性標識、蛍光標識、酵素標識などによって標識されていることが好ましい。 The kit may further contain a secondary antibody against the primary antibody in addition to the primary antibody consisting of the anti-CXCL5 antibody or an antigen-binding fragment thereof. The secondary antibody is preferably labeled with a luciferase label, a radioactive label, a fluorescent label, an enzyme label or the like.
 上記キットは、本発明の第一実施形態の予測方法を実施するための手順などを記載した取扱説明書をさらに含んでよい。 The kit may further include an instruction manual that describes a procedure for carrying out the prediction method of the first embodiment of the present invention.
 本発明の第五態様によれば、上記第一態様の予測方法により抗PD-1抗体又はその抗原結合断片が有効である可能性が高いと予測された対象に、該抗PD-1抗体又はその抗原結合断片を投与することを含む対象の治療方法が提供される。 According to the fifth aspect of the present invention, the anti-PD-1 antibody or the anti-PD-1 antibody or an antigen-binding fragment thereof is predicted to be effective for a subject predicted to be effective by the prediction method of the first aspect. A method of treatment of a subject comprising administering the antigen-binding fragment is provided.
 対象は、哺乳動物、例えば、げっ歯類、イヌ、ネコ、ウシ、霊長類などであり、好ましくはヒトであり、より好ましくは、抗PD-1抗体又はその抗原結合断片の投与により治療されうる疾患に罹患しているか、又は該疾患に罹患する可能性のあるヒトであり、さらにより好ましくは、癌、肉腫、又は悪性中皮腫に罹患したヒトである。疾患の例、抗PD-1抗体又はその抗原結合断片の投与量及び投薬形式については第一実施形態について説明した通りである。
 また、本発明は以下の構成を採用することもできる。
<1> 対象における抗PD-1抗体又はその抗原結合断片の治療効果を予測する方法であって、
 対象から採取された生体試料におけるCXCL5のレベルを測定することを含む方法。
<2>対象から採取された生体試料におけるCXCL5のレベルが予め設定されたカットオフ値よりも高い場合、前記対象における疾患の治療に抗PD-1抗体が有効である可能性が高いと予測することを含む<1>に記載の方法。
<3>抗PD-1抗体又はその抗原結合断片の治療効果の高い対象を同定する方法であって、
 対象から採取された生体試料におけるCXCL5のレベルを測定すること、及び
 対象から採取された生体試料におけるCXCL5のレベルが予め設定されたカットオフ値よりも高い場合、前記対象は、抗PD-1抗体又はその抗原結合断片の治療効果が高いと予測すること
を含む方法。
<4>前記対象が癌、肉腫、又は悪性中皮腫に罹患した対象である<1>~<3>のいずれか一項に記載の方法。
<5><3>において前記抗PD-1抗体又はその抗原結合断片の治療効果が高いと予測された対象に、抗PD-1抗体又はその抗原結合断片を投与することを含む、癌、肉腫、又は悪性中皮腫に罹患した対象の治療方法。
<6>癌、肉腫、又は悪性中皮腫に罹患した対象の治療方法であって、
 対象から採取された生体試料におけるCXCL5のレベルが予め設定されたカットオフ値よりも高い場合に、前記対象は、抗PD-1抗体又はその抗原結合断片の治療効果が高いと予測すること、及び前記抗PD-1抗体又はその抗原結合断片の治療効果が高いと予測された対象に、抗PD-1抗体又はその抗原結合断片を投与すること
を含む方法。
<7>前記対象は哺乳動物である<1>~<6>のいずれか一項に記載の治療方法。
<8>前記対象はヒトである<1>~<7>のいずれか一項に記載の治療方法。
<9>前記カットオフ値が、抗PD-1抗体又はその抗原結合断片を投与された対象におけるCXCL5のレベルの平均値又は中央値;抗PD-1抗体又はその抗原結合断片を投与された対象のCXCL5のレベルと、抗PD-1抗体又はその抗原結合断片の治療効果(腫瘍縮小効果、生存期間延長効果など)との関係から感度と特異度の和が最大となるようROC(Receiver  Operating  Characteristic)分析に基づき求められる値;若しくは抗PD-1抗体又はその抗原結合断片を投与された対象におけるCXCL5のレベルと、抗PD-1抗体又はその抗原結合断片の治療効果(腫瘍縮小効果又は生存期間延長効果)との関係から、カイ二乗検定に基づき求められる値(このうちログランク検定でP値が最小となる値、又はP値がある水準以下になる値(例えばP値が0.05以下になる値、P値が0.01以下になる値))である<1>~<8>のいずれか一項に記載の方法。
<10>CXCL5を含む、抗PD-1抗体又はその抗原結合断片の治療効果を予測するためのバイオマーカー。
<11>抗CXCL5抗体又はその抗体結合断片を含む、抗PD-1抗体又はその抗原結合断片の治療効果を予測するための診断薬。
<12>抗CXCL5抗体又はその抗原結合断片を含む、抗PD-1抗体又はその抗原結合断片の治療効果の予測用キット。
Subjects are mammals such as rodents, dogs, cats, cows, primates, etc., preferably humans, and more preferably can be treated by administration of an anti-PD-1 antibody or antigen-binding fragment thereof. A person who has or may have a disease, and even more preferably a person who has cancer, sarcoma, or malignant mesothelioma. Examples of the disease, the dose and the dosage form of the anti-PD-1 antibody or the antigen-binding fragment thereof are as described in the first embodiment.
The present invention can also adopt the following configurations.
<1> A method for predicting the therapeutic effect of an anti-PD-1 antibody or an antigen-binding fragment thereof in a subject.
A method comprising measuring the level of CXCL5 in a biological sample taken from a subject.
<2> When the level of CXCL5 in the biological sample collected from the subject is higher than the preset cutoff value, it is predicted that the anti-PD-1 antibody is likely to be effective for the treatment of the disease in the subject. The method according to <1>, which includes the above.
<3> A method for identifying a target having a high therapeutic effect on an anti-PD-1 antibody or an antigen-binding fragment thereof.
If the level of CXCL5 in a biological sample taken from a subject is measured and the level of CXCL5 in a biological sample taken from a subject is higher than a preset cutoff value, the subject is an anti-PD-1 antibody. Or a method comprising predicting that the therapeutic effect of the antigen-binding fragment thereof is high.
<4> The method according to any one of <1> to <3>, wherein the subject is a subject suffering from cancer, sarcoma, or malignant mesothelioma.
<5><3> Cancer, sarcoma, which comprises administering the anti-PD-1 antibody or its antigen-binding fragment to a subject predicted to have a high therapeutic effect on the anti-PD-1 antibody or its antigen-binding fragment. , Or a method of treating a subject suffering from malignant mesothelioma.
<6> A method for treating a subject suffering from cancer, sarcoma, or malignant mesothelioma.
When the level of CXCL5 in the biological sample collected from the subject is higher than the preset cutoff value, the subject is predicted to have a high therapeutic effect on the anti-PD-1 antibody or its antigen-binding fragment, and A method comprising administering an anti-PD-1 antibody or an antigen-binding fragment thereof to a subject predicted to have a high therapeutic effect on the anti-PD-1 antibody or the antigen-binding fragment thereof.
<7> The treatment method according to any one of <1> to <6>, wherein the subject is a mammal.
<8> The treatment method according to any one of <1> to <7>, wherein the subject is a human.
<9> The cutoff value is the average or median level of CXCL5 in a subject to which the anti-PD-1 antibody or an antigen-binding fragment thereof has been administered; a subject to which the anti-PD-1 antibody or an antigen-binding fragment thereof has been administered. ROC (Receivable Operating Chemical) so that the sum of sensitivity and specificity is maximized from the relationship between the level of CXCL5 and the therapeutic effect of anti-PD-1 antibody or its antigen-binding fragment (tumor shrinkage effect, survival time prolonging effect, etc.) ) Values determined based on analysis; or the level of CXCL5 in the subject to whom the anti-PD-1 antibody or antigen-binding fragment thereof was administered, and the therapeutic effect (tumor shrinkage effect or survival time) of the anti-PD-1 antibody or antigen-binding fragment thereof. From the relationship with the prolongation effect), the value obtained based on the chi-square test (of which the P value is the minimum in the log rank test, or the P value is below a certain level (for example, the P value is 0.05 or less). The method according to any one of <1> to <8>, wherein the value becomes 0.01 and the P value is 0.01 or less).
<10> A biomarker for predicting the therapeutic effect of an anti-PD-1 antibody or an antigen-binding fragment thereof, which comprises CXCL5.
<11> A diagnostic agent for predicting the therapeutic effect of an anti-PD-1 antibody or an antigen-binding fragment thereof, which comprises an anti-CXCL5 antibody or an antibody-binding fragment thereof.
<12> A kit for predicting the therapeutic effect of an anti-PD-1 antibody or an antigen-binding fragment thereof, which comprises an anti-CXCL5 antibody or an antigen-binding fragment thereof.
 以下、本発明を実施例に基づきより詳細に説明するが、本発明がこれら実施例に限定されないことはいうまでもない。 Hereinafter, the present invention will be described in more detail based on Examples, but it goes without saying that the present invention is not limited to these Examples.
実施例1
1.ヒト実験におけるエシクスステートメント
 このヒトにおける研究のプロトコルは、日本の仙台市にある東北大学大学院医学系研究科倫理委員会によって承認された(許可番号:2017-1-064)。すべての方法は関連する指針および規制に従って行われた。全患者が書面によるインフォームドコンセントを提供した。
2.患者
 進行期黒色腫患者46名を対象とした。患者は根治切除不能なステージIII悪性黒色腫、又は皮膚、皮下組織、リンパ節への遠隔転移を認めるステージIV悪性黒色腫に該当した。病期分類(ステージング)はAJCC第7版、2011に従って行った。
Example 1
1. 1. Esix Statement in Human Experiments This human research protocol was approved by the Ethics Committee of the Graduate School of Medicine, Tohoku University in Sendai, Japan (permission number: 2017-1-064). All methods were carried out in accordance with relevant guidelines and regulations. All patients provided written informed consent.
2. Patients Forty-six patients with advanced-stage melanoma were included. Patients had unresectable stage III malignant melanoma or stage IV malignant melanoma with distant metastases to the skin, subcutaneous tissue, and lymph nodes. Stage classification (staging) was performed according to AJCC 7th Edition, 2011.
 患者1~46に、ニボルマブを2mg/kg投与して3週間の休息期間をおくか、又は3mg/kg投与して2週間の休息期間をおいた。ニボルマブの投与前に患者から採血し、血清を得た。いずれも日本で承認された投与スケジュールである。ニボルマブの奏功は、固形腫瘍における反応評価基準(RECIST)に従って評価した。 Patients 1-46 were given 2 mg / kg of nivolumab for a 3-week rest period, or 3 mg / kg for a 2-week rest period. Blood was drawn from the patient prior to administration of nivolumab to obtain serum. Both are administration schedules approved in Japan. The response of nivolumab was assessed according to the response criteria (RECIST) in solid tumors.
3.3種のケモカインのベースライン血清レベル
 ニボルマブの投与前に、患者から得た血清中のCXCL5、CXCL10及びCCL22の濃度を製造業者(R&Dシステムズ、ミネソタ州ミネアポリス)のプロトコルに従ってELISAにより分析した。
3.3 Baseline serum levels of three chemokines Prior to administration of nivolumab, serum concentrations of CXCL5, CXCL10 and CCL22 obtained from patients were analyzed by ELISA according to the protocol of the manufacturer (R & D Systems, Minneapolis, Minnesota).
4.統計方法
 ROC曲線を使用して、CXCL5、CXCL10及びCCL22の血清レベルのカットオフ値及び濃度曲線下面積(AUC)を計算した。カットオフ値は、Youden's index (感度 + 特異度-1) を用いて決定し、該indexが最大となる点を求めた。ROC曲線を作成し、ニボルマブを投与した患者におけるCXCL5、CXCL10及びCCL22の血清レベルを評価した。2群の比較にはMann-Whitney U-testを使用した。有意水準をp<0.05に設定した。すべての統計分析はJMPバージョン14.1ソフトウェア(SAS Institute、Tokyo、Japan)を用いて行った。
4. Statistical Methods The ROC curve was used to calculate the cutoff values for serum levels of CXCL5, CXCL10 and CCL22 and the area under the concentration curve (AUC). The cutoff value was determined using the Youden's index (sensitivity + specificity -1), and the point at which the index was maximized was determined. ROC curves were created to evaluate serum levels of CXCL5, CXCL10 and CCL22 in patients receiving nivolumab. The Mann-Whitney U-test was used to compare the two groups. The significance level was set to p <0.05. All statistical analyzes were performed using JMP version 14.1 software (SAS Institute, Tokyo, Japan).
5.結果
 表1にニボルマブを投与した悪性黒色腫患者から収集したデータを示す。患者の平均年齢は67歳であった(33~93歳の範囲)。悪性黒色腫の患者のうち、58.7%は男性、41.3%は女性であった。
5. Results Table 1 shows the data collected from patients with malignant melanoma who received nivolumab. The average age of the patients was 67 years (range 33-93 years). Of the patients with malignant melanoma, 58.7% were male and 41.3% were female.
 進行期悪性黒色腫患者において、完全奏功(CR)は3名の患者(6.5%、95%信頼区間(CI)、0-13.0%)で見られ、部分奏功(PR)は11名の患者(23.9%、95%CI、0-47.8%)で見られ、疾患の安定 (SD)は13名の患者(28.3%、95%CI、0-56.6%)で見られ、疾患の進行(PD)は25名の患者(41.3%、95%CI、0-82.6%)で見られた。最初の投与の3ヶ月後の客観的奏功率は30.4%(95%CI、0-60.8%)であった。各人の応答を表1に示す。副作用の発生率は41.3%であった。 In patients with advanced-stage malignant melanoma, complete response (CR) was seen in 3 patients (6.5%, 95% confidence interval (CI), 0-13.0%) and partial response (PR) was 11. It was found in 1 patient (23.9%, 95% CI, 0-47.8%) and disease stability (SD) was found in 13 patients (28.3%, 95% CI, 0-56.6). %), And disease progression (PD) was seen in 25 patients (41.3%, 95% CI, 0-82.6%). The objective response rate 3 months after the first dose was 30.4% (95% CI, 0-60.8%). The response of each person is shown in Table 1. The incidence of side effects was 41.3%.
 CXCL5、CXCL10及びCCL22のベースライン血清濃度がニボルマブで治療した悪性黒色腫患者の初期応答に関連性があるかどうかを決定するために、ニボルマブを投与した進行期悪性黒色腫に罹患している46名の患者におけるそれらのレベルを評価した。各患者のニボルマブの最初の投与から3ヶ月後のベースライン血清CXCL5及び有効性の増大を表1に示す。 46 suffering from advanced malignant melanoma treated with nivolumab to determine if baseline serum levels of CXCL5, CXCL10 and CCL22 are associated with the initial response of patients with malignant melanoma treated with nivolumab46 Their levels were evaluated in the first patients. Table 1 shows the baseline serum CXCL5 and increased efficacy 3 months after the first dose of nivolumab in each patient.
 奏功者と非奏功者を区別するベースラインのCXCL5の閾値(カットオフ値)は497.5pg/mlであった。進行期悪性黒色腫のベースライン血清CXCL5の感度及び特異性は、それぞれ70.6%及び69.0%であった(AUC=0.732、閾値(カットオフ値)497.5、p=0.0016、図1A)。CXCL5の高いベースライン血清濃度は、進行期悪性黒色腫の患者のニボルマブに対する客観的奏功と相関していた(図1B)。 The baseline CXCL5 threshold (cutoff value) for distinguishing successful and non-successful individuals was 497.5 pg / ml. The sensitivity and specificity of baseline serum CXCL5 for advanced malignant melanoma were 70.6% and 69.0%, respectively (AUC = 0.732, threshold (cutoff value) 497.5, p = 0, respectively. .0016, FIG. 1A). High baseline serum levels of CXCL5 correlated with an objective response to nivolumab in patients with advanced-stage malignant melanoma (Fig. 1B).
 他方、進行期悪性黒色腫患者のCXCL10(図2A)及びCCL22(図3A)の血清濃度と、進行期悪性黒色腫患者のニボルマブに対する客観的奏功との間に有意な関係は認められなかった(CXCL10:感度 28.4%、特異性 93.1%、AUC=0.523、閾値(カットオフ値) 336.8、p=0.674、CCL22: 感度 64.7%、特異性 62.1%、 AUC=0.582、閾値 619.5、p=0.360)。 On the other hand, no significant relationship was found between the serum levels of CXCL10 (Fig. 2A) and CCL22 (Fig. 3A) in patients with advanced malignant melanoma and the objective response to nivolumab in patients with advanced malignant melanoma (Fig. 3A). CXCL10: Sensitivity 28.4%, Specificity 93.1%, AUC = 0.523, Threshold (cutoff value) 336.8, p = 0.674, CCL22: Sensitivity 64.7%, Specificity 62.1 %, AUC = 0.582, threshold 619.5, p = 0.360).
 奏功者と非奏功者を区別するベースラインのCXCL10及びCCL22の閾値は、それぞれ336.8及び619.5pg/mlであった。客観的奏功のあった患者と非奏功の患者の血清CXCL10及びCCL22レベルに有意差はなかった((図2B,3B)。 The baseline CXCL10 and CCL22 thresholds that distinguish between successful and non-successful individuals were 336.8 and 619.5 pg / ml, respectively. There was no significant difference in serum CXCL10 and CCL22 levels between patients with objective response and those without response (FIGS. 2B and 3B).
 各患者におけるCXCL5、CXCL10及びCCL22のベースライン血清レベルを表1に示す。ニボルマブを投与した患者のCXCL5の血中濃度(p=0.0703)、CXCL10の血中濃度(p=0.1748)、CCL22の血中濃度(p=0.2207)及びirAEの間に有意な関係は認められなかった。 Table 1 shows the baseline serum levels of CXCL5, CXCL10 and CCL22 in each patient. Significantly between the blood levels of CXCL5 (p = 0.0703), CXCL10 (p = 0.1748), CCL22 (p = 0.2207) and irAE in patients who received nivolumab. No relationship was found.
 以上のように、CXCL5のベースライン血清濃度は、悪性黒色腫の奏功群では、非奏功群よりも有意に高かった。対照的に、CXCL10及びCCL22のベースライン血清濃度の有意差は奏功群及び非奏功群間で見出されなかった。上記実験結果は、CXCL5のベースライン血清濃度は、悪性黒色腫の免疫療法から恩恵を最も受けることができる悪性黒色腫患者を同定するためのバイオマーカーとして有用であることを示唆している。 As described above, the baseline serum concentration of CXCL5 was significantly higher in the responding group for malignant melanoma than in the non-responding group. In contrast, no significant difference in baseline serum levels of CXCL10 and CCL22 was found between the responding and non-responding groups. The above experimental results suggest that baseline serum levels of CXCL5 are useful as biomarkers for identifying patients with malignant melanoma who can most benefit from immunotherapy for malignant melanoma.
Figure JPOXMLDOC01-appb-T000001
Figure JPOXMLDOC01-appb-T000001
実施例2
 セカンドコホートとして新規に19例の患者の血清サンプルを解析し、血清中のCXCL5濃度を測定した(表2)。PR、SD、PDの反応評価基準は実施例1の反応評価基準と同じである。PD,SDはカットオフ以下、PRはカットオフ以上にある症例を的中とし、実施例1のCXCL5のカットオフ値497.5pg/mlにおける的中率(奏功/非奏功の区別)は19例中16例(84.2%)と良好な結果であった。
Example 2
As a second cohort, serum samples from 19 new patients were analyzed and the CXCL5 concentration in the serum was measured (Table 2). The reaction evaluation criteria for PR, SD, and PD are the same as the reaction evaluation criteria for Example 1. PD and SD were hit below the cutoff, PR was above the cutoff, and the hit rate (distinguishing between successful and non-successful) at the cutoff value of 497.5 pg / ml for CXCL5 in Example 1 was 19 cases. It was a good result with 16 cases (84.2%).
Figure JPOXMLDOC01-appb-T000002
Figure JPOXMLDOC01-appb-T000002

Claims (5)

  1.  対象における抗PD-1抗体又はその抗原結合断片の治療効果を予測する方法であって、
     対象から採取された生体試料におけるCXCL5のレベルを測定することを含む方法。
    A method for predicting the therapeutic effect of an anti-PD-1 antibody or an antigen-binding fragment thereof in a subject.
    A method comprising measuring the level of CXCL5 in a biological sample taken from a subject.
  2.  対象から採取された生体試料におけるCXCL5のレベルが予め設定されたカットオフ値よりも高い場合、前記対象における疾患の治療に抗PD-1抗体が有効である可能性が高いと予測すること
    を含む請求項1に記載の方法。
    If the level of CXCL5 in a biological sample taken from a subject is higher than a preset cutoff value, it includes predicting that the anti-PD-1 antibody is likely to be effective in treating the disease in the subject. The method according to claim 1.
  3.  CXCL5を含む、抗PD-1抗体又はその抗原結合断片の治療効果を予測するためのバイオマーカー。 A biomarker for predicting the therapeutic effect of an anti-PD-1 antibody or an antigen-binding fragment thereof, including CXCL5.
  4.  抗CXCL5抗体又はその抗体結合断片を含む、抗PD-1抗体又はその抗原結合断片の治療効果を予測するための診断薬。 A diagnostic agent for predicting the therapeutic effect of an anti-PD-1 antibody or an antigen-binding fragment thereof, which comprises an anti-CXCL5 antibody or an antibody-binding fragment thereof.
  5.  抗CXCL5抗体又はその抗原結合断片を含む、抗PD-1抗体又はその抗原結合断片の治療効果の予測用キット。 A kit for predicting the therapeutic effect of an anti-PD-1 antibody or an antigen-binding fragment thereof, which comprises an anti-CXCL5 antibody or an antigen-binding fragment thereof.
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