CN117604110A - Biomarker for breast cancer diagnosis and prognosis and application thereof - Google Patents

Biomarker for breast cancer diagnosis and prognosis and application thereof Download PDF

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CN117604110A
CN117604110A CN202410089751.9A CN202410089751A CN117604110A CN 117604110 A CN117604110 A CN 117604110A CN 202410089751 A CN202410089751 A CN 202410089751A CN 117604110 A CN117604110 A CN 117604110A
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breast cancer
shcbp1
sample
expression
her2
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CN117604110B (en
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张开山
吴乐中
田华
董兴雨
于磊
马宁
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HANGZHOU WATSON BIOTECH Inc
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    • C12QMEASURING OR TESTING PROCESSES INVOLVING ENZYMES, NUCLEIC ACIDS OR MICROORGANISMS; COMPOSITIONS OR TEST PAPERS THEREFOR; PROCESSES OF PREPARING SUCH COMPOSITIONS; CONDITION-RESPONSIVE CONTROL IN MICROBIOLOGICAL OR ENZYMOLOGICAL PROCESSES
    • C12Q1/00Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions
    • C12Q1/68Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions involving nucleic acids
    • C12Q1/6876Nucleic acid products used in the analysis of nucleic acids, e.g. primers or probes
    • C12Q1/6883Nucleic acid products used in the analysis of nucleic acids, e.g. primers or probes for diseases caused by alterations of genetic material
    • C12Q1/6886Nucleic acid products used in the analysis of nucleic acids, e.g. primers or probes for diseases caused by alterations of genetic material for cancer
    • 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
    • G01N33/57407Specifically defined cancers
    • G01N33/57415Specifically defined cancers of breast
    • 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
    • G01N33/57484Immunoassay; Biospecific binding assay; Materials therefor for cancer involving compounds serving as markers for tumor, cancer, neoplasia, e.g. cellular determinants, receptors, heat shock/stress proteins, A-protein, oligosaccharides, metabolites
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    • C12Q2600/00Oligonucleotides characterized by their use
    • C12Q2600/118Prognosis of disease development
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    • C12Q2600/00Oligonucleotides characterized by their use
    • C12Q2600/158Expression markers
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N2333/00Assays involving biological materials from specific organisms or of a specific nature
    • G01N2333/435Assays involving biological materials from specific organisms or of a specific nature from animals; from humans
    • G01N2333/46Assays involving biological materials from specific organisms or of a specific nature from animals; from humans from vertebrates
    • G01N2333/47Assays involving proteins of known structure or function as defined in the subgroups

Abstract

The invention relates to the technical field of biological medicines, in particular to a biomarker for diagnosing and prognosis judging breast cancer and application thereof. More specifically, the present invention relates to a biomarker for diagnosis and prognosis of breast cancer, in particular HER2low expressing breast cancer, said biomarker being SHCBP1. The inventors have found that SHCBP1 is expressed at significantly higher levels in breast cancer patients than in healthy humans. More particularly, the inventors have found that high level expression of SHCBP1 is dependent on HER2 expression in breast cancer patients, even low level expressed HER2 may cause high level expression of SHCBP1. Thus high level expression of SHCBP1 can be used as a marker of HER2 expression for diagnosis of HER2low expressing breast cancer.

Description

Biomarker for breast cancer diagnosis and prognosis and application thereof
Technical Field
The invention relates to the technical field of biological medicines, in particular to a biomarker for diagnosing and prognosis judging breast cancer and application thereof.
Background
Improving the accuracy and the high efficiency of breast cancer treatment has become the medical target of the new era. HER2 is an important target for accurate treatment of breast cancer, and recently, with rapid development of targeted drugs and novel Antibody Drug Conjugates (ADCs), HER2low expression and heterogeneity are hot spot problems of current interest.
The expression of HER2 in breast cancer is divided into HER2 negative (HER 2-) and HER2 positive (her2+), with hr+her2-breast cancer being the most common breast cancer subtype, by using Immunohistochemistry (IHC) and Fluorescence In Situ Hybridization (FISH). IHC results from HER2 detection were classified into IHC 0, IHC1+, IHC2+ and IHC3+ according to the 2018 ASCO/CAP guidelines, based on staining intensity and percentage of intact cell membrane staining number; wherein IHC 0 represents an incomplete cell membrane staining without staining or weakly staining and the stained tumor cells are 10% or less; ihc1+ represents weak stained incomplete cell membrane staining and stained tumor cells are greater than 10%; IHC2+ represents weak to moderate intact cell membrane staining, and stained tumor cells are greater than 10%; ihc3+ represents highly intact cell membrane staining, and stained tumor cells are greater than 10%. HER2 positive includes ihc2+ and fish+ and ihc3+, HER2 negative includes IHC 0 or ihc1+ or ihc2+ and FISH negative. Whereas HER2 negative can be further divided into HER2low and HER2-0 based on IHC and FISH detection results. HER2low is defined as: IHC1+ or IHC2+ and FISH negative; HER2-0 is defined as: IHC 0.
Breast cancer HER2 positivity accounts for approximately 15-20% of all breast cancer cases. However, as the intensive research studies have found that HER2 expression levels are a continuous process, even in HER2 ihc3+ patients, the mRNA levels may be quite different. Thus, HER2 alone is positive or negative and does not meet clinical treatment requirements. With the rapid development of ADC drugs, the definition of HER2low expression is proposed, i.e. HER2 ihc1+ or 2+ and no HER2 amplification. If the breast cancers are proportioned, the breast cancers of HER2 are not really detected, and about 30-40% of the total breast cancers are left, and about 45-55% of the breast cancers are left, which is called 'HER 2low expression breast cancers'.
The american pathologist association (CAP) uses a tissue chip tableting method to statistically analyze the results of HER2 expression compartment interstitial control in 2019-2020, which shows that the HER2 positive or negative determination consistency is as high as 90% or more, but the consistency between 0 and 1+ is less than 70%. Subsequently, 18 pathologists with more than 5 years of working experience performed HER2 expression interpretation on 170 scan slices, with 0 and 1+ being only 26% identical, far less than 2+ and 3+58% identical. The results of the study demonstrate that pathologists still have identifying deficiencies in HER2low expression, especially the accurate differentiation of 1+ from 0.
Therefore, although ADC drugs have made significant progress in the field of breast cancer treatment targeting HER2, there is still a worrying hidden danger behind it, and in-study patients, HER2 detection follows a dichotomy of HER2 expression, and no specific detection mode and standard are proposed for HER2low expression. Thus, when the detection method does not exactly match a potentially benefited patient, it may result in some of the patients who would benefit losing medication opportunities (false negatives) or in poor benefited patients taking medication (false positives).
Thus, there is an urgent need in the art for methods and methods for HER2low expression detection that are effective in improving the consistency of HER2low expression interpretation.
Circulating tumor cells are a subset of tumor cells that shed from a primary tumor or metastatic tumor and are released into the blood circulation. Recent studies have found that, on the one hand, circulating tumor cells may appear in the peripheral blood of patients very early in tumorigenesis, which aids in early diagnosis of cancer. On the other hand, these circulating tumor cells can also be used to predict prognosis in cancer patients, and the discovery of circulating tumor cells often predicts recurrence or metastasis of a tumor, which also suggests poor prognosis in patients. How to use circulating tumor cells for diagnosis or prognosis of cancer, especially specific cancers such as breast cancer, is also an important direction in our future in the search of circulating tumor cell lines. A great benefit of using circulating tumor cells for diagnosis or prognosis is that it can effectively replace tumor biopsies, which is a good surrogate indicator for those patients who cannot take a pathological tissue biopsy, and can help clinicians to dynamically monitor and determine the biological characteristics of cancer in real time. However, due to the scarcity of circulating tumor cells, the use thereof as a means of diagnosing cancer, particularly specific cancers such as breast cancer, presents challenges, and not all cancer-related markers can be detected in circulating tumor cells.
Therefore, it is of great clinical value to find biomarkers suitable for diagnosis by means of circulating tumor cells.
Disclosure of Invention
To solve the above problems, the present inventors have found that the expression level of SHCBP1 in breast cancer patients is significantly higher than in healthy people. More particularly, the inventors have found that high level expression of SHCBP1 is dependent on HER2 expression in breast cancer patients, even low level expressed HER2 may cause high level expression of SHCBP1. Thus high level expression of SHCBP1 can be used as a marker of HER2 expression for diagnosis of HER2low expressing breast cancer.
Accordingly, the present invention provides a biomarker for breast cancer diagnosis, wherein the breast cancer is HER2low expressing breast cancer and the biomarker is SHCBP1.
In other aspects, the invention also provides a biomarker for prognosis of breast cancer, wherein the breast cancer is HER2low expressing breast cancer and the biomarker is SHCBP1.
In other aspects, the invention also provides the use of an agent that detects SHCBP1 expression in the manufacture of a tool for diagnosis of breast cancer, wherein the breast cancer is HER2low expressing breast cancer.
In other aspects, the invention also provides the use of an agent that detects SHCBP1 expression in the manufacture of a tool for prognosis determination of breast cancer, wherein the breast cancer is HER2low expressing breast cancer.
Further, the diagnosis of breast cancer comprises the steps of:
(1) Collecting a sample of a test subject, and collecting a control sample;
(2) Detecting and comparing the expression level of SHCBP1 in the sample of the test subject and the control sample;
(3) Detecting the expression level of HER2 in a sample of a test subject by In Situ Hybridization (ISH);
if step (3) ISH detection is negative and the expression level of SHCBP1 in the sample of the test subject is increased compared to the expression level of SHCBP1 in the control sample, diagnosing that the test subject has HER2low expressing breast cancer.
Further, the control sample is derived from healthy tissue of a healthy population or test subject.
Further, the prognosis of breast cancer comprises the following steps:
(1) Collecting samples of a pre-breast cancer patient as a group to be tested, and taking the samples of the pre-breast cancer patient as a control group;
(2) Detecting and comparing the expression level of SHCBP1 in the samples of the test group and the control group;
and if the expression level of SHCBP1 in the sample of the test group is lower than that of SHCBP1 in the sample of the control group, judging that the prognosis of the test group is good.
As used herein, the subject includes a mammal, preferably a primate mammal, more preferably a human.
As used herein, a sample of the test subject includes a clinical biological sample of the subject, including, but not limited to, one or more of serum, plasma, whole blood, secretions, cotton swabs, pus, body fluids, tissues, organs, paraffin sections, tumor tissue, biopsy samples, circulating tumor cells, circulating tumor DNA, or urine shed cells. In a preferred embodiment, the sample of the test subject comprises breast tissue of the test subject, such as a breast biopsy sample, and the control sample is derived from breast tissue of a healthy subject, such as a breast biopsy sample, or healthy tissue of the test subject, such as a paracancerous tissue. In a preferred embodiment, the sample of the test subject is a circulating tumor cell.
As used herein, the samples of the prognostic and pre-breast cancer patients include clinical biological samples of the subject, including, but not limited to, one or more of serum, plasma, whole blood, secretions, cotton swabs, pus, body fluids, tissues, organs, paraffin sections, tumor tissue, biopsy samples, circulating tumor cells, circulating tumor DNA, or urine shed cells. In a preferred embodiment, the sample of the prognostic and pre-breast cancer patient comprises breast tissue of the subject to be tested, such as a breast biopsy sample. In a preferred embodiment, the sample of the prognostic and pre-breast cancer patient is circulating tumor cells.
As used herein, the reagent for detecting the expression of SHCBP1 in a sample of a test subject is not particularly limited, and is a reagent for detecting the expression of SHCBP1 at the mRNA or protein level in a sample of a subject, which is well known and readily available to those skilled in the art. For example, reagents for detecting the expression of SHCBP1 in a subject sample may include corresponding reagents for real-time fluorescent quantitative PCR, enzyme-linked immunosorbent assay (ELISA), protein/peptide fragment chip detection, chemiluminescence, immunoblotting, microbead immunodetection, microfluidic immunodetection.
The beneficial effects of the invention are that
The invention perfectly solves the problem of poor judgment consistency rate of HER2 IHC 0 and 1+ in the prior art by selecting SHCBP1 as a diagnosis and prognosis marker of HER2 low-expression breast cancer. The inventors have found that there is a certain correlation between the increase in SHCBP1 expression level and HER2 expression, and from the results of example 2 of the present invention, it is clear that even in the case where HER2 expression level is low, the expression level of SHCBP1 is significantly increased, and thus the expression level of SHCBP1 is very suitable as a measure of low HER2 expression level. Thus, the present inventors have found that it is possible to determine that a subject is HER 2-low-expressing breast cancer, as long as an increase in SHCBP1 expression level is detected and the ISH detection result of HER2 is negative, which has not been found by the previous studies. In addition, the present invention also finds that diagnosis and prognosis of breast cancer can be performed by harvesting circulating tumor cells from a subject and detecting the expression level of SHCBP1 therein.
Drawings
Fig. 1 shows high expression of SHCBP1 in HER 2-low expressing breast cancer and HER 2-positive breast cancer tissue samples (part a in fig. 1 is at the mRNA level and part B in fig. 1 is at the protein level).
Fig. 2 shows high expression of SHCBP1 in circulating tumor cells of HER 2-low expressing breast cancer and HER 2-positive breast cancer patients.
Figure 3 shows the verification of HER2 expression levels in T47D cells, ZR-75-1 cells and BT474 cells and changes in HER2 expression levels after HER2 knockout.
FIG. 4 shows the change in the expression level of SHCBP1 in T47D cells, ZR-75-1 cells and BT474 cells before and after HER2 knockout.
FIG. 5 shows the results of a test of the expression of SHCBP1 in relation to tumor size.
Fig. 6 shows the test results of the relationship between SHCBP1 high expression and HER2low expression breast cancer patient pathology grading.
Fig. 7 shows the test results of the relationship between SHCBP1 high expression and HER2low expression breast cancer metastasis.
Fig. 8 shows the test results of the relationship between the level of SHCBP1 expression and the overall survival of HER 2-low expressing breast cancer patients.
Detailed Description
The present invention is further illustrated below with reference to specific examples, which are not intended to limit the invention in any way. Unless specifically stated otherwise, the reagents, methods and apparatus employed in the present invention are those conventional in the art.
Example 1: SHCBP1 is highly expressed in breast cancer
Clinical 138 breast cancer tissue samples and 24 paracancestral normal tissue samples are collected, tissue chips are made, HER2 expression levels in the breast cancer tissue samples are detected through In Situ Hybridization (ISH), and typing is carried out according to the HER2 expression levels, so that 50 HER2 IHC0+ breast cancer tissue samples, 58 HER2 IHC1+ or IHC2+ and ISH negative breast cancer tissue samples (namely, so-called HER2 low-expression breast cancer) and 30 HER2 positive (namely, IHC2+ and ISH positive and IHC3+) breast cancer tissue samples are obtained.
mRNA and protein levels of SHCBP1 were detected by RT-qPCR and Western Blot methods, respectively, using TRIzol (15596018, invitrogen) to extract mRNA and protein from the above-described breast cancer tissue sample and paracancerous normal tissue sample, respectively. The results are shown in fig. 1, which shows that the expression level of SHCBP1 is significantly increased in both HER2 ihc1+, 2+ and 3+ breast cancer tissue samples, whereas the increase is not significant in HER2 ihc0+ breast cancer tissue samples, suggesting that the expression level of SHCBP1 can be used to distinguish HER2 negative breast cancer from HER2low expressing breast cancer.
Example 2: detection of SHCBP1 expression levels in circulating tumor cells of breast cancer patients
1) Respectively extracting 10mL of venous blood of HER2 IHC0+ breast cancer, HER2 IHC1+ or IHC2+ breast cancer with ISH negative (namely, so-called HER2 low-expression breast cancer) and HER2 positive (namely, IHC2+ breast cancer with ISH positive and IHC3+) breast cancer patients in an ACD anticoagulation tube, and conventionally centrifuging and separating plasma for later use;
2) Enrichment and separation of CTC cells in plasma comprises the following specific steps: extracting single cell layer from blood plasma by adding sample density separating liquid (Cytelligen), and removing CD45 in the extracted single cell layer by adding immunocyte to remove magnetic bead + Immune cells are removed, and CTC in a single cell layer is concentrated and enriched through differential enrichment;
3) The enriched CTC cells were harvested by centrifugation and 1ml of RNA lysate was added to the enzyme-free EP tube; 200ul of chloroform is added into an EP tube, vigorously oscillated for 15 seconds, and kept still at room temperature for 3 minutes, and repeated for 3 times; centrifuging at 12000 Xg and 4 ℃ for 15min; adding the upper water phase into a new enzyme-free EP pipe, adding equal volume of isopropanol into the EP pipe, reversing, mixing uniformly, and standing for 10min; centrifuging at 12000 Xg and 4 ℃ for 15min; the EP tube liquid was discarded, 1ml of 75% ethanol was added, and the EP tube was shaken; centrifuging at 12000 Xg and 4 ℃ for 5min; discarding the supernatant, and standing at room temperature for drying; adding a proper amount of DEPC water to dissolve RNA; the purity and concentration of RNA was measured and the expression of SHCBP1 in CTC cells was measured by RT-qPCR and compared to the expression of SHCBP1 in cells harvested from normal pancreatic tissue, as shown in fig. 2, which demonstrates that abnormally high expression levels of SHCBP1 can be detected in CTC cells of HER2 ihc1+, 2+ and 3+ breast cancer patients.
Example 3: high expression of SHCBP1 in breast cancer is dependent on HER expression
RNA was extracted using T47D cells (HER 2 negative breast cancer cells), ZR-75-1 cells (HER 2 low-expressing breast cancer cells) and BT474 cells (HER 2 positive breast cancer cells), and the amount of HER2 expression was verified by RT-qPCR and the SHCBP1 expression level was detected. The results are shown in FIG. 3, which shows that SHCBP1 expression levels in both BT474 cells and ZR-75-1 cells were increased compared to T47D cells.
The HER2 gene (hHer 2 gRNA_F: CACCGCGGCACAGACAGTGCGCGTC; hHer2 gRNA_R: AAACGACGCGCACTGT CTGTGCCGC) in BT474 cells and ZR-75-1 cells was knocked out by CRISPR editing technique, RNA was extracted, HER2 expression amount was verified by RT-qPCR, and SHCBP1 expression level was detected. The results are shown in fig. 4, which shows that the expression level of SHCBP1 is no longer elevated after HER2 knockout, indicating that high expression of SHCBP1 in breast cancer is dependent on HER expression, and thus the expression level of SHCBP1 can reflect the HER expression level and thus can be used to diagnose HER low-expression breast cancer.
As can be seen from comparison of the results of fig. 3 and fig. 4, the expression level of SHCBP1 is significantly increased even in the case where the expression level of HER2 is low, and thus the expression level of SHCBP1 is very suitable as a measure of the low HER2 expression level.
Example 4: relationship of SHCBP1 to clinical prognosis of breast cancer
Based on the SHCBP1 expression level measured in example 1, the relationship of the SHCBP1 to tumor size, pathological grading and metastasis of patients with HER2 low-expression breast cancer was statistically analyzed, and the results are shown in fig. 5 and 6.
FIG. 5 shows the results of the test of the relationship between the expression of SHCBP1 and the tumor size, and FIG. 6 shows the results of the test of the relationship between the high expression of SHCBP1 and the pathological grading of patients with HER2low expression breast cancer, wherein the higher the expression of SHCBP1, the larger the tumor of the patients; it was also found that: in cases of grade I, grade II and grade III of HER 2-underexpressing breast cancer patients, SHCBP1 expression showed an increasing trend in the corresponding breast cancer patients as grade I, grade II and grade III progression increases, indicating that: SHCBP1 and breast cancer patient tumor size and pathological grading appear to be positively correlated.
The inventors performed statistical analysis based on the presence or absence of metastasis and the number of lymph node metastases in the obtained HER 2-low-expression breast cancer patients, and the results are shown in fig. 7: it can be seen that 78.2% of patients with HER2low expression breast cancer that developed metastasis exhibited high SHCBP1 expression, and 52.4% of patients with HER2low expression breast cancer that did not develop metastasis exhibited high SHCBP1 expression, indicating that SHCBP1 high expression and HER2low expression breast cancer metastasis may exhibit high positive correlation.
Finally, the inventors analyzed the relationship between the level of SHCBP1 expression and the overall survival of patients with HER2 low-expressing breast cancer. As shown in fig. 8, it can be seen that in the group of HER2 Low-expression breast cancer patients with High SHCBP1 expression (SHCBP 1 High), the overall survival rate was significantly lower for five years than that of the group of breast cancer patients with Low SHCBP1 expression (SHCBP 1 Low). This illustrates: high SHCBP1 expression results in poor prognosis for HER2low expressing breast cancer patients.
It should be noted that the description of the present invention and the accompanying drawings illustrate preferred embodiments of the present invention, but the present invention may be embodied in many different forms and should not be construed as limited to the embodiments set forth herein, which are not to be construed as additional limitations of the invention, but are provided for a more thorough understanding of the present invention. The above-described features are further combined with each other to form various embodiments not listed above, and are considered to be the scope of the present invention described in the specification; further, modifications and variations of the present invention may be apparent to those skilled in the art in light of the foregoing teachings, and all such modifications and variations are intended to be included within the scope of this invention as defined in the appended claims.

Claims (8)

1. A biomarker for breast cancer diagnosis, wherein the breast cancer is HER2low expressing breast cancer and the biomarker is SHCBP1.
2. A biomarker for prognosis of breast cancer, wherein the breast cancer is HER 2-low expressing breast cancer and the biomarker is SHCBP1.
3. Use of an agent that detects SHCBP1 expression in the manufacture of a tool for diagnosis of breast cancer, characterized in that the breast cancer is HER2low expressing breast cancer.
4. Use of an agent that detects SHCBP1 expression in the manufacture of a tool for prognosis of breast cancer, characterized in that the breast cancer is HER2low expressing breast cancer.
5. The use according to claim 3, wherein the diagnosis of breast cancer comprises the steps of:
(1) Collecting a sample of a test subject, and collecting a control sample;
(2) Detecting and comparing the expression level of SHCBP1 in the sample of the test subject and the control sample;
(3) Detecting the expression level of HER2 in a sample of a test subject by In Situ Hybridization (ISH);
if step (3) ISH detection is negative and the expression level of SHCBP1 in the sample of the test subject is increased compared to the expression level of SHCBP1 in the control sample, diagnosing that the test subject has HER2low expressing breast cancer.
6. The use according to claim 5, wherein the control sample is derived from healthy tissue of a healthy population or a subject to be tested,
the sample of the subject to be tested is one or more of serum, plasma, whole blood, secretion, cotton swab, pus, body fluid, tissue, organ, paraffin section, tumor tissue, biopsy sample, circulating tumor cells, circulating tumor DNA or urine shed cells.
7. The use according to claim 4, wherein the prognosis of breast cancer comprises the steps of:
(1) Collecting samples of a pre-breast cancer patient as a group to be tested, and taking the samples of the pre-breast cancer patient as a control group;
(2) Detecting and comparing the expression level of SHCBP1 in the samples of the test group and the control group;
and if the expression level of SHCBP1 in the sample of the test group is lower than that of SHCBP1 in the sample of the control group, judging that the prognosis of the test group is good.
8. The use according to claim 7, wherein the sample of the patient with prognosis and pre-breast cancer is one or more of serum, plasma, whole blood, secretions, cotton swabs, pus, body fluids, tissues, organs, paraffin sections, tumor tissue, biopsy samples, circulating tumor cells, circulating tumor DNA or urine shed cells.
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