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1.
Nat Immunol ; 21(11): 1346-1358, 2020 11.
Article in English | MEDLINE | ID: mdl-32868929

ABSTRACT

Immune checkpoint blockade has provided a paradigm shift in cancer therapy, but the success of this approach is very variable; therefore, biomarkers predictive of clinical efficacy are urgently required. Here, we show that the frequency of PD-1+CD8+ T cells relative to that of PD-1+ regulatory T (Treg) cells in the tumor microenvironment can predict the clinical efficacy of programmed cell death protein 1 (PD-1) blockade therapies and is superior to other predictors, including PD ligand 1 (PD-L1) expression or tumor mutational burden. PD-1 expression by CD8+ T cells and Treg cells negatively impacts effector and immunosuppressive functions, respectively. PD-1 blockade induces both recovery of dysfunctional PD-1+CD8+ T cells and enhanced PD-1+ Treg cell-mediated immunosuppression. A profound reactivation of effector PD-1+CD8+ T cells rather than PD-1+ Treg cells by PD-1 blockade is necessary for tumor regression. These findings provide a promising predictive biomarker for PD-1 blockade therapies.


Subject(s)
Gene Expression Regulation/drug effects , Immune Checkpoint Inhibitors/pharmacology , Programmed Cell Death 1 Receptor/antagonists & inhibitors , Programmed Cell Death 1 Receptor/genetics , T-Lymphocytes, Regulatory/immunology , T-Lymphocytes, Regulatory/metabolism , Antigens/chemistry , Antigens/immunology , Biomarkers, Tumor , CD28 Antigens/metabolism , CD8-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/metabolism , Humans , Immune Checkpoint Inhibitors/therapeutic use , Immunomodulation , Lymphocyte Activation/immunology , Lymphocytes, Tumor-Infiltrating/immunology , Lymphocytes, Tumor-Infiltrating/metabolism , Molecular Targeted Therapy , Neoplasm Metastasis , Neoplasm Staging , Neoplasms/drug therapy , Neoplasms/etiology , Neoplasms/metabolism , Neoplasms/mortality , Peptides/chemistry , Peptides/immunology , Prognosis , Programmed Cell Death 1 Receptor/metabolism , Reactive Oxygen Species/metabolism , Receptors, Antigen, T-Cell/metabolism , Signal Transduction , T-Lymphocytes, Regulatory/drug effects , Treatment Outcome , Tumor Microenvironment/immunology
2.
Immunity ; 53(1): 187-203.e8, 2020 07 14.
Article in English | MEDLINE | ID: mdl-32640259

ABSTRACT

Only a small percentage of patients afflicted with gastric cancer (GC) respond to immune checkpoint blockade (ICB). To study the mechanisms underlying this resistance, we examined the immune landscape of GC. A subset of these tumors was characterized by high frequencies of regulatory T (Treg) cells and low numbers of effector T cells. Genomic analyses revealed that these tumors bore mutations in RHOA that are known to drive tumor progression. RHOA mutations in cancer cells activated the PI3K-AKT-mTOR signaling pathway, increasing production of free fatty acids that are more effectively consumed by Treg cells than effector T cells. RHOA mutant tumors were resistant to PD-1 blockade but responded to combination of PD-1 blockade with inhibitors of the PI3K pathway or therapies targeting Treg cells. We propose that the metabolic advantage conferred by RHOA mutations enables Treg cell accumulation within GC tumors, generating an immunosuppressive TME that underlies resistance to ICB.


Subject(s)
CD8-Positive T-Lymphocytes/immunology , Immune Checkpoint Inhibitors/pharmacology , Stomach Neoplasms/genetics , T-Lymphocytes, Regulatory/metabolism , rhoA GTP-Binding Protein/genetics , Animals , CD4 Lymphocyte Count , CD8-Positive T-Lymphocytes/metabolism , Cell Line, Tumor , Chemokine CXCL10/biosynthesis , Chemokine CXCL11/biosynthesis , Fatty Acids, Nonesterified/biosynthesis , Humans , Mice , Mice, Inbred BALB C , Mice, Inbred C57BL , Mice, Nude , Phosphatidylinositol 3-Kinases/metabolism , Phosphoinositide-3 Kinase Inhibitors/pharmacology , Programmed Cell Death 1 Receptor/metabolism , Proto-Oncogene Proteins c-akt/metabolism , Signal Transduction/immunology , Stomach Neoplasms/immunology , Stomach Neoplasms/pathology , T-Lymphocytes, Regulatory/immunology , TOR Serine-Threonine Kinases/metabolism , Tumor Microenvironment/immunology
3.
Mod Pathol ; 37(1): 100359, 2024 Jan.
Article in English | MEDLINE | ID: mdl-37871654

ABSTRACT

Inflammatory rhabdomyoblastic tumors (IRMTs) are newly recognized skeletal muscle tumors with uncertain malignant potential. We investigated 13 IRMTs using clinicopathologic, genetic, and epigenetic methods. The cohort included 7 men and 6 women, aged 23 to 80 years (median, 50 years), of whom 2 had neurofibromatosis type 1. Most tumors occurred in the deep soft tissues of the lower limbs, head/neck, trunk wall, and retroperitoneum/pelvis. Two tumors involved the hypopharyngeal submucosa as polypoid masses. Eight tumors showed conventional histology of predominantly spindled cells with nuclear atypia, low mitotic activity, and massive inflammatory infiltrates. Three tumors showed atypical histology, including uniform epithelioid or plump cells and mitotically active histiocytes. The remaining 2 tumors demonstrated malignant progression to rhabdomyosarcoma; one had additional IRMT histology and the other was a pure sarcoma. All 11 IRMTs without malignant progression exhibited indolent behavior at a median follow-up of 43 months. One of the 2 patients with IRMTs with malignant progression died of lung metastases. All IRMTs were positive for desmin and PAX7, whereas myogenin and MyoD1 were expressed in a subset of cases. Targeted next-generation sequencing identified pathogenic mutations in NF1 (5/8) and TP53 (4/8). All TP53 mutations co-occurred with NF1 mutations. TP53 variant allele frequency was much lower than that of NF1 in 2 cases. These tumors showed geographic (subclonal) strong p53 immunoreactivity, suggesting the secondary emergence of a TP53-mutant clone. DNA methylation-based copy number analysis conducted in 11 tumors revealed characteristic flat patterns with relative gains, including chromosomes 5, 18, 20, 21, and/or 22 in most cases. Widespread loss of heterozygosity with retained biparental copies of these chromosomes was confirmed in 4 tumors analyzed via allele-specific profiling. Based on unsupervised DNA methylation analysis, none of the 11 tumors tested clustered with existing reference entities but formed a coherent group, although its specificity warrants further study.


Subject(s)
Muscle Neoplasms , Neurofibromatosis 1 , Rhabdomyosarcoma , Sarcoma , Soft Tissue Neoplasms , Male , Humans , Female , Biomarkers, Tumor/genetics , Biomarkers, Tumor/analysis , Rhabdomyosarcoma/genetics , Rhabdomyosarcoma/pathology , Sarcoma/pathology , Soft Tissue Neoplasms/genetics
4.
J Neurooncol ; 167(1): 75-88, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38363490

ABSTRACT

PURPOSE: Various molecular profiles are needed to classify malignant brain tumors, including gliomas, based on the latest classification criteria of the World Health Organization, and their poor prognosis necessitates new therapeutic targets. The Todai OncoPanel 2 RNA Panel (TOP2-RNA) is a custom-target RNA-sequencing (RNA-seq) using the junction capture method to maximize the sensitivity of detecting 455 fusion gene transcripts and analyze the expression profiles of 1,390 genes. This study aimed to classify gliomas and identify their molecular targets using TOP2-RNA. METHODS: A total of 124 frozen samples of malignant gliomas were subjected to TOP2-RNA for classification based on their molecular profiles and the identification of molecular targets. RESULTS: Among 55 glioblastoma cases, gene fusions were detected in 11 cases (20%), including novel MET fusions. Seven tyrosine kinase genes were found to be overexpressed in 15 cases (27.3%). In contrast to isocitrate dehydrogenase (IDH) wild-type glioblastoma, IDH-mutant tumors, including astrocytomas and oligodendrogliomas, barely harbor fusion genes or gene overexpression. Of the 34 overexpressed tyrosine kinase genes, MDM2 and CDK4 in glioblastoma, 22 copy number amplifications (64.7%) were observed. When comparing astrocytomas and oligodendrogliomas in gene set enrichment analysis, the gene sets related to 1p36 and 19q were highly enriched in astrocytomas, suggesting that regional genomic DNA copy number alterations can be evaluated by gene expression analysis. CONCLUSIONS: TOP2-RNA is a highly sensitive assay for detecting fusion genes, exon skipping, and aberrant gene expression. Alterations in targetable driver genes were identified in more than 50% of glioblastoma. Molecular profiling by TOP2-RNA provides ample predictive, prognostic, and diagnostic biomarkers that may not be identified by conventional assays and, therefore, is expected to increase treatment options for individual patients with glioma.


Subject(s)
Astrocytoma , Brain Neoplasms , Glioblastoma , Glioma , Oligodendroglioma , Humans , Glioblastoma/diagnosis , Glioblastoma/genetics , Glioblastoma/pathology , Oligodendroglioma/pathology , Mutation , Glioma/diagnosis , Glioma/genetics , Glioma/pathology , Brain Neoplasms/diagnosis , Brain Neoplasms/genetics , Brain Neoplasms/pathology , Astrocytoma/pathology , Protein-Tyrosine Kinases/genetics , Biomarkers , Isocitrate Dehydrogenase/genetics
5.
Respirology ; 2024 Apr 23.
Article in English | MEDLINE | ID: mdl-38654512

ABSTRACT

BACKGROUND AND OBJECTIVE: Lymphangioleiomyomatosis (LAM) is a rare neoplastic disease associated with the functional tumour suppressor genes TSC1 and TSC2 and causes structural destruction in the lungs, which could potentially increase the risk of lung cancer. However, this relationship remains unclear because of the rarity of the disease. METHODS: We investigated the relative risk of developing lung cancer among patients diagnosed with LAM between 2001 and 2022 at a single high-volume centre in Japan, using data from the Japanese Cancer Registry as the reference population. Next-generation sequencing (NGS) was performed in cases where tumour samples were available. RESULTS: Among 642 patients diagnosed with LAM (sporadic LAM, n = 557; tuberous sclerosis complex-LAM, n = 80; unclassified, n = 5), 13 (2.2%) were diagnosed with lung cancer during a median follow-up period of 5.13 years. All patients were female, 61.5% were never smokers, and the median age at lung cancer diagnosis was 53 years. Eight patients developed lung cancer after LAM diagnosis. The estimated incidence of lung cancer was 301.4 cases per 100,000 person-years, and the standardized incidence ratio was 13.6 (95% confidence interval, 6.2-21.0; p = 0.0008). Actionable genetic alterations were identified in 38.5% of the patients (EGFR: 3, ALK: 1 and ERBB2: 1). No findings suggested loss of TSC gene function in the two patients analysed by NGS. CONCLUSION: Our study revealed that patients diagnosed with LAM had a significantly increased risk of lung cancer. Further research is warranted to clarify the carcinogenesis of lung cancer in patients with LAM.

6.
Lab Invest ; 103(10): 100213, 2023 10.
Article in English | MEDLINE | ID: mdl-37479138

ABSTRACT

Hyalinizing clear cell carcinoma (HCCC) is a rare indolent malignant tumor of minor salivary gland origin with EWSR1::ATF1 rearrangement. Pathologically, the tumor cells possess a clear cytoplasm in a background of hyalinized stroma. Generally, the tumor cells are positive for p63 and p40 and negative for s100 and α-smooth muscle actin, suggesting that they differentiate into squamous epithelium and not into myoepithelium. In this study, we performed a detailed histopathological and genomic analysis of 6 cases of HCCC, including 2 atypical subtypes-a case of "high-grade transformation" and 1 "possessing a novel partner gene for EWSR1." We performed a sequential analysis of the primary and recurrent tumor by whole-exome sequencing, RNA sequencing, Sanger sequencing, and fluorescence in situ hybridization to investigate the effect of genomic changes on histopathology and clinical prognosis. A fusion gene involving the EWSR1 gene was detected in all cases. Five cases, including the "high-grade transformation," harbored a known EWSR1::ATF1 fusion gene; however, 1 case harbored a novel EWSR1::LARP4 fusion gene. This novel EWSR1::LARP4-fused HCCC has a SOX10-positive staining, which is different from the EWSR1::ATF1-fused HCCC. According to whole-exome sequencing and fluorescence in situ hybridization analysis, the "whole-genome doubling" and focal deletion involving CDKN2A, CDKN2B, and PTEN were detected in HCCC with "high-grade transformation." Conclusively, we identified a novel partner gene for EWSR1, LARP4, in indolent HCCC. Importantly, "high-grade transformation" and poor prognosis were caused by whole-genome doubling and subsequent genomic aberrations.


Subject(s)
Adenocarcinoma, Clear Cell , Carcinoma , Salivary Gland Neoplasms , Humans , In Situ Hybridization, Fluorescence , RNA-Binding Protein EWS/genetics , Salivary Glands/pathology , Base Sequence , Genes, cdc , Oncogene Proteins, Fusion/genetics , Salivary Gland Neoplasms/genetics , Salivary Gland Neoplasms/pathology , Adenocarcinoma, Clear Cell/genetics , Adenocarcinoma, Clear Cell/pathology , SOXE Transcription Factors/genetics
7.
Cancer Sci ; 114(3): 885-895, 2023 Mar.
Article in English | MEDLINE | ID: mdl-36404139

ABSTRACT

The cellular origins of cervical cancer and the histological differentiation of human papillomavirus (HPV)-infected cells remain unexplained. To gain new insights into the carcinogenesis and histological differentiation of HPV-associated cervical cancer, we focused on cervical cancer with mixed histological types. We conducted genomic and transcriptomic analyses of cervical cancers with mixed histological types. The commonality of the cellular origins of these cancers was inferred using phylogenetic analysis and by assessing the HPV integration sites. Carcinogenesis was estimated by analyzing human gene expression profiles in different histological types. Among 42 cervical cancers with known HPV types, mixed histological types were detected in four cases, and three of them were HPV18-positive. Phylogenetic analysis of these three cases revealed that the different histological types had a common cell of origin. Moreover, the HPV-derived transcriptome and HPV integration sites were common among different histological types, suggesting that HPV integration could occur before differentiation into each histological type. Human gene expression profiles indicated that HPV18-positive cancer retained immunologically cold components with stem cell properties. Mixed cervical cancer has a common cellular origin among different histological types, and progenitor cells with stem-like properties may be associated with the development of HPV18-positive cervical cancer.


Subject(s)
Papillomavirus Infections , Uterine Cervical Neoplasms , Female , Humans , Uterine Cervical Neoplasms/pathology , Human papillomavirus 18/genetics , Phylogeny , Papillomaviridae/genetics , DNA, Viral/genetics
8.
Br J Cancer ; 128(6): 1166-1175, 2023 04.
Article in English | MEDLINE | ID: mdl-36732592

ABSTRACT

BACKGROUND: Identifying biomarkers to predict immune checkpoint inhibitor (ICI) efficacy is warranted. Considering that somatic mutation-derived neoantigens induce strong immune responses, patients with a high tumour mutational burden reportedly tend to respond to ICIs. However, there are several conflicting data. Therefore, we focused on the original function of neoantigenic mutations and their impact on the tumour microenvironment (TME). METHODS: We evaluated 88 high-frequency microsatellite instability (MSI-H) colorectal cancers and analysed the function of the identified neoantigenic mutations and their influence on programmed cell death 1 (PD-1) blockade efficacy. The results were validated using The Cancer Genome Atlas (TCGA) datasets. RESULTS: We identified frameshift mutations in RNF43 as a common neoantigenic gene mutation in MSI-H tumours. However, loss-of-function RNF43 mutations induced noninflamed TME by activating the WNT/ß-catenin signalling pathway. In addition, loss of RNF43 function induced resistance to PD-1 blockade even in neoantigen-rich tumours. TCGA dataset analyses demonstrated that passenger rather than driver gene mutations were related to the inflamed TME in diverse cancer types. CONCLUSIONS: We propose a novel concept of "paradoxical neoantigenic mutations" that can induce noninflamed TME through their original gene functions, despite deriving neoantigens, suggesting the significance of qualities as well as quantities in neoantigenic mutations.


Subject(s)
Colorectal Neoplasms , Neoplasms , Humans , Programmed Cell Death 1 Receptor , Tumor Microenvironment , Neoplasms/genetics , Mutation , Microsatellite Instability , Colorectal Neoplasms/pathology
9.
Br J Cancer ; 129(7): 1105-1118, 2023 10.
Article in English | MEDLINE | ID: mdl-37596408

ABSTRACT

BACKGROUND: Intratumor heterogeneity (ITH) in microsatellite instability-high (MSI-H) colorectal cancer (CRC) has been poorly studied. We aimed to clarify how the ITH of MSI-H CRCs is generated in cancer evolution and how immune selective pressure affects ITH. METHODS: We reanalyzed public whole-exome sequencing data on 246 MSI-H CRCs. In addition, we performed a multi-region analysis from 6 MSI-H CRCs. To verify the process of subclonal immune escape accumulation, a novel computational model of cancer evolution under immune pressure was developed. RESULTS: Our analysis presented the enrichment of functional genomic alterations in antigen-presentation machinery (APM). Associative analysis of neoantigens indicated the generation of immune escape mechanisms via HLA alterations. Multiregion analysis revealed the clonal acquisition of driver mutations and subclonal accumulation of APM defects in MSI-H CRCs. Examination of variant allele frequencies demonstrated that subclonal mutations tend to be subjected to selective sweep. Computational simulations of tumour progression with the interaction of immune cells successfully verified the subclonal accumulation of immune escape mutations and suggested the efficacy of early initiation of an immune checkpoint inhibitor (ICI) -based treatment. CONCLUSIONS: Our results demonstrate the heterogeneous acquisition of immune escape mechanisms in MSI-H CRCs by Darwinian selection, providing novel insights into ICI-based treatment strategies.


Subject(s)
Colonic Neoplasms , Colorectal Neoplasms , Humans , Microsatellite Instability , Colorectal Neoplasms/pathology , Colonic Neoplasms/genetics , Mutation , Antigen Presentation , Microsatellite Repeats/genetics
10.
Gastroenterology ; 162(3): 799-812, 2022 03.
Article in English | MEDLINE | ID: mdl-34687740

ABSTRACT

BACKGROUND & AIMS: A detailed understanding of antitumor immunity is essential for optimal cancer immune therapy. Although defective mutations in the B2M and HLA-ABC genes, which encode molecules essential for antigen presentation, have been reported in several studies, the effects of these defects on tumor immunity have not been quantitatively evaluated. METHODS: Mutations in HLA-ABC genes were analyzed in 114 microsatellite instability-high colorectal cancers using a long-read sequencer. The data were further analyzed in combination with whole-exome sequencing, transcriptome sequencing, DNA methylation array, and immunohistochemistry data. RESULTS: We detected 101 truncating mutations in 57 tumors (50%) and loss of 61 alleles in 21 tumors (18%). Based on the integrated analysis that enabled the immunologic subclassification of microsatellite instability-high colorectal cancers, we identified a subtype of tumors in which lymphocyte infiltration was reduced, partly due to reduced expression of HLA-ABC genes in the absence of apparent genetic alterations. Survival time of patients with such tumors was shorter than in patients with other tumor types. Paradoxically, tumor mutation burden was highest in the subtype, suggesting that the immunogenic effect of accumulating mutations was counterbalanced by mutations that weakened immunoreactivity. Various genetic and epigenetic alterations, including frameshift mutations in RFX5 and promoter methylation of PSMB8 and HLA-A, converged on reduced expression of HLA-ABC genes. CONCLUSIONS: Our detailed immunogenomic analysis provides information that will facilitate the improvement and development of cancer immunotherapy.


Subject(s)
Colorectal Neoplasms/genetics , Colorectal Neoplasms/immunology , Genes, MHC Class I/genetics , Tumor Escape/genetics , Tumor Escape/immunology , beta 2-Microglobulin/genetics , Alleles , Colorectal Neoplasms/metabolism , Colorectal Neoplasms/pathology , DNA Methylation , Epigenesis, Genetic , Gene Expression , HLA-A Antigens/genetics , HLA-A Antigens/metabolism , Humans , Immunogenetics , Lymphocytes, Tumor-Infiltrating , Microsatellite Instability , Proteasome Endopeptidase Complex/genetics , Regulatory Factor X Transcription Factors/genetics , Survival Rate , beta 2-Microglobulin/metabolism
11.
Cancer Sci ; 113(10): 3282-3290, 2022 Oct.
Article in English | MEDLINE | ID: mdl-35906844

ABSTRACT

Advances in cancer genome care over the past few years have included the development of gene panel testing for various biomarkers. This article summarizes issues and provides recommendations related to analytical performance evaluations for new oncology gene panels. The scope of these recommendations includes comprehensive genomic profiling assays related to gene panel testing that uses histological or serum specimens to detect gene mutations. As a research project of the Japan Agency for Medical Research and Development Research on Regulatory Science of Pharmaceuticals and Medical Devices, we convened the working group committee that consisted of more than 30 experts from academia, industry, and government. We have discussed the points that should be considered to allow maximal simplification of assessments using clinical specimens in evaluating accuracy and limit of detection in equivalence and analytical performance for 3 years. We provide recommendations specific to each type of gene mutation as well as to reference standards or specimens used for evaluations. In addition, in order to facilitate the discussion on the analytical performance of gene panel tests by multidisciplinary tumor boards of hospitals, the present recommendations also describe the items that companies are expected to provide information on in their packaging inserts and reports, and the items that are expected to be discussed by multidisciplinary tumor boards. Our working group document will be important for participants in multidisciplinary tumor boards, including medical oncologists and genome scientists, and developers of gene panels not only in Japan but also in other countries.


Subject(s)
Neoplasms , Humans , Japan , Mutation , Neoplasms/genetics , Neoplasms/pathology , Pharmaceutical Preparations
12.
Jpn J Clin Oncol ; 52(8): 925-929, 2022 08 05.
Article in English | MEDLINE | ID: mdl-35482395

ABSTRACT

BACKGROUND: Tumors with a high number of mutations in the genome, or tumor mutational burden, are presumed to be more likely to respond to immune checkpoint inhibitors. However, the optimal method to calculate tumor mutational burden using comprehensive genomic profiling assays is unknown. METHODS: Todai OncoPanel is a dual panel of a deoxyribonucleic acid panel and a ribonucleic acid panel. Todai OncoPanel deoxyribonucleic acid panel version 6 is an improvement over version 3 with increased number of targeted genes and limited targeting of intronic regions. We calculated tumor mutational burden measured by Todai OncoPanel deoxyribonucleic acid panel versions 3 and 6 using three different calculation methods: all mutations within the targeted region (target tumor mutational burden), all mutations within the coding region (all coding tumor mutational burden) and non-synonymous mutations (non-synonymous coding tumor mutational burden). We then compared them with whole exosome sequencing tumor mutational burden. In addition, 16 lung cancer patients whose samples were analyzed using Todai OncoPanel deoxyribonucleic acid version 3 were treated with anti-PD-1 or PD-L1 antibody monotherapy. RESULTS: When compared with whole exosome sequencing tumor mutational burden as the standard, tumor mutational burden measured by Todai OncoPanel deoxyribonucleic acid version 3 resulted in accuracy of 71% for all three calculation methods. In version 6, accuracy was 96% for target tumor mutational burden and all coding tumor mutational burden and 91% for non-synonymous coding tumor mutational burden. Patients with either partial response or stable disease had higher non-synonymous coding tumor mutational burden (6.7/Mb vs. 1.6/Mb, P = 0.02) and higher PD-L1 expression (40% vs. 3%, P = 0.01) and a trend toward higher target tumor mutational burden (9.2/Mb vs. 2.4/Mb, P = 0.09) compared with patients with progressive disease. CONCLUSIONS: Increase in targeted gene number and limiting intronic regions improved tumor mutational burden measurement by Todai OncoPanel when compared with whole exosome sequencing tumor mutational burden. Target tumor mutational burden may be the method of choice to measure tumor mutational burden.


Subject(s)
B7-H1 Antigen , Lung Neoplasms , B7-H1 Antigen/genetics , Biomarkers, Tumor/genetics , DNA , Genomics , Humans , Lung Neoplasms/genetics , Mutation , Tumor Burden
13.
Cancer Sci ; 112(5): 2006-2019, 2021 May.
Article in English | MEDLINE | ID: mdl-33484069

ABSTRACT

Liquid biopsy analyzes the current status of primary tumors and their metastatic regions. We aimed to develop an optimized protocol for single-cell sequencing of floating tumor cells (FTCs) in pleural effusion as a laboratory test. FTCs were enriched using a negative selection of white blood cells by a magnetic-activated cell sorting system, and CD45-negative and cytokeratin-positive selection using a microfluidic cell separation system with a dielectrophoretic array. The enriched tumor cells were subjected to whole-genome amplification (WGA) followed by genome sequencing. The FTC analysis detected an EGFR exon 19 deletion in Case 1 (12/19 cells, 63.2%), and EML4-ALK fusion (17/20 cells, 85%) with an alectinib-resistant mutation of ALK (p.G1202R) in Case 2. To eliminate WGA-associated errors and increase the uniformity of the WGA product, the protocol was revised to sequence multiple single FTCs individually. An analytical pipeline, accurate single-cell mutation detector (ASMD), was developed to identify somatic mutations of FTCs. The large numbers of WGA-associated errors were cleaned up, and the somatic mutations detected in FTCs by ASMD were concordant with those found in tissue specimens. This protocol is applicable to circulating tumor cells analysis of peripheral blood and expands the possibility of utilizing molecular profiling of cancers.


Subject(s)
Gene Expression Profiling/methods , High-Throughput Nucleotide Sequencing/methods , Liquid Biopsy/methods , Pleural Effusion, Malignant/genetics , Pleural Effusion, Malignant/pathology , Adenocarcinoma/drug therapy , Adenocarcinoma/pathology , Adult , Aged , Aged, 80 and over , Anaplastic Lymphoma Kinase/genetics , Antineoplastic Agents/therapeutic use , Carbazoles/pharmacology , Cell Separation/methods , Crizotinib/therapeutic use , DNA/isolation & purification , Drug Resistance, Neoplasm/genetics , Exons/genetics , Female , Gene Amplification , Gene Deletion , Genes, erbB-1 , Humans , Immunomagnetic Separation/methods , Keratins , Leukocyte Common Antigens , Lung Neoplasms/drug therapy , Lung Neoplasms/pathology , Male , Middle Aged , Mutation , Neoplastic Cells, Circulating , Oncogene Proteins, Fusion/genetics , Piperidines/pharmacology , Protein Kinase Inhibitors/pharmacology
14.
Cancer Sci ; 112(10): 4393-4403, 2021 Oct.
Article in English | MEDLINE | ID: mdl-34310819

ABSTRACT

ALK, ROS1, and RET kinase fusions are important predictive biomarkers of tyrosine kinase inhibitors (TKIs) in non-small-cell lung cancer (NSCLC). Analysis of cell-free DNA (cfDNA) provides a noninvasive method to identify gene changes in tumor cells. The present study sought to use cfRNA and cfDNA for identifying fusion genes. A reliable protocol was established to detect fusion genes using cfRNA and assessed the analytical validity and clinical usefulness in 30 samples from 20 cases of fusion-positive NSCLC. The results of cfRNA-based assays were compared with tissue biopsy and cfDNA-based liquid biopsy (Guardant360 plasma next-generation sequencing [NGS] assay). The overall sensitivity of the cfRNA-based assay was 26.7% (8/30) and that of cfDNA-based assay was 16.7% (3/18). When analysis was limited to the samples collected at chemo-naïve or progressive disease status and available for both assays, the sensitivity of the cfRNA-based assay was 77.8% (7/9) and that of cfDNA-based assay was 33.3% (3/9). Fusion gene identification in cfRNA was correlated with treatment response. These results suggest that the proposed cfRNA assay is a useful diagnostic test for patients with insufficient tissues to facilitate effective administration of first-line treatment and is a useful tool to monitor the progression of NSCLC for consideration of second-line treatments.


Subject(s)
Anaplastic Lymphoma Kinase/genetics , Carcinoma, Non-Small-Cell Lung/genetics , Cell-Free Nucleic Acids , Gene Fusion , Lung Neoplasms/genetics , Protein-Tyrosine Kinases/genetics , Proto-Oncogene Proteins c-ret/genetics , Proto-Oncogene Proteins/genetics , Adult , Aged , Aged, 80 and over , Biomarkers, Tumor/genetics , Biopsy , Carbazoles/therapeutic use , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/pathology , Cell-Free Nucleic Acids/isolation & purification , Crizotinib/therapeutic use , Cytoskeletal Proteins/genetics , Disease Progression , Drug Resistance, Neoplasm/genetics , Female , Glyceraldehyde-3-Phosphate Dehydrogenase (Phosphorylating)/genetics , High-Throughput Nucleotide Sequencing/methods , Humans , Liquid Biopsy/methods , Lung/pathology , Lung Neoplasms/drug therapy , Lung Neoplasms/pathology , Male , Middle Aged , Oncogene Proteins, Fusion/genetics , Oncogene Proteins, Fusion/isolation & purification , Piperidines/therapeutic use , Protein Kinase Inhibitors/therapeutic use , RNA, Messenger/isolation & purification , Sensitivity and Specificity
15.
Histopathology ; 78(2): 240-251, 2021 Jan.
Article in English | MEDLINE | ID: mdl-32654197

ABSTRACT

AIMS: This study was performed to elucidate the clinicopathological characteristics, genetic alterations and therapeutic targets of primary malignant melanoma of the oesophagus (PMME). METHODS AND RESULTS: The clinicopathology and molecular pathology of 13 PMME cases and 10 skin malignant melanoma (SKMM) cases were analysed with next-generation sequencing (NGS) and immunohistochemistry. The 3-year overall survival rate and the median survival time for PMME patients were 23.1% and 11.9 months, respectively. Three (23.1%) and eight (61.5%) PMME cases showed a papillary structure and lymph node metastasis, respectively. DNA and RNA hybridization capture-based NGS analysis revealed that NF1 was the most frequently mutated gene (30%) in 10 of the PMME cases. Other mutations detected in PMME included SF3B1 (20%), KRAS (10%), BRCA2 (10%), KIT (10%) and TP53 (10%) mutations. Commonly detected BRAF mutations in SKMM were not detected in PMME. Immunohistochemistry and mutation status were concordant between p53/c-Kit and TP53/KIT, respectively. Focal expression of programmed death-ligand 1 was observed in one PMME sample. The tumour mutation burden in PMME was significantly lower than that in SKMM (P = 0.030). No PMME case showed high microsatellite instability. RNA sequencing revealed a distinctive pattern with respect to RNA expression. T-cell co-stimulation differed between PMME and SKMM. CONCLUSIONS: The RAS-mitogen-activated protein kinase pathway is one of the main pathways involved in PMME. The genetic profile of PMME was similar to that of mucosal/acral melanoma, but differed from the SKMM profile. A subset of PMMEs may contain actionable mutations. Immunotherapy seemed to be less effective for most PMMEs in this series.


Subject(s)
Esophageal Neoplasms , Melanoma , Oncogenes/genetics , Skin Neoplasms , Aged , Biomarkers, Tumor , Esophageal Neoplasms/genetics , Esophageal Neoplasms/pathology , Esophagus/pathology , Female , High-Throughput Nucleotide Sequencing , Humans , Immunohistochemistry , Male , Melanoma/genetics , Melanoma/pathology , Middle Aged , Mutation , Neurofibromin 1/genetics , Prognosis , Skin Neoplasms/genetics , Skin Neoplasms/pathology , Melanoma, Cutaneous Malignant
16.
Clin Orthop Relat Res ; 479(4): 838-852, 2021 Apr 01.
Article in English | MEDLINE | ID: mdl-33196586

ABSTRACT

BACKGROUND: Soft tissue sarcomas are a heterogeneous group of rare malignant tumors. Advanced soft tissue sarcomas have a poor prognosis, and effective systemic therapies have not been established. Tyrosine kinases are increasingly being used as therapeutic targets for a variety of cancers and soft tissue sarcomas. Although complex karyotype sarcomas typically tend to carry more potentially actionable genetic alterations than do translocation-associated sarcomas (fusion gene sarcomas), based on our database review, we found that leiomyosarcoma and malignant peripheral nerve sheath tumors have lower frequencies of potential targets than other nontranslocation soft tissue sarcomas. We theorized that both leiomyosarcoma and malignant peripheral nerve sheath tumors might be included in any unique translocations. Furthermore, if tyrosine kinase imbalances, especially fusion genes, occur in patients with leiomyosarcomas and malignant peripheral nerve sheath tumors, tyrosine kinase inhibitors might be a drug development target for this sarcoma. In this study, we used a tyrosine kinase screening system that could detect an imbalance in mRNA between 5'- and 3'-sides in tyrosine kinase genes to identify potential novel therapeutic tyrosine kinase targets for soft tissue sarcomas. QUESTIONS/PURPOSES: (1) Are there novel therapeutic tyrosine kinase targets in tumors from patients with soft tissue sarcomas that are detectable using mRNA screening focusing on imbalance expressions between the 5' and 3' end of the kinase domain? (2) Can potential targets be verified by RNA sequencing and reverse transcription PCR (RT-PCR)? (3) Will potential fusion gene(s) transform cells in in vitro assays? (4) Will tumors in mice that have an identified fusion gene respond to treatment with a therapeutic drug directed at that target? METHODS: We used mRNA screening to look for novel tyrosine kinase targets that might be of therapeutic potential. Using functional assays, we verified whether the identified fusion genes would be good therapeutic candidates for soft tissue sarcomas. Additionally, using in vivo assays, we assessed whether suppressing the fusion's kinase activity has therapeutic potential. Study eligibility was based on a patient having high-grade spindle cell and nontranslocation sarcomas, including leiomyosarcoma, malignant peripheral nerve sheath tumor, and high-grade myxofibrosarcoma. Between 2015 and 2019, of the 172 patients with soft tissue sarcomas treated with surgical resection at Juntendo University Hospital, 72 patients had high-grade nontranslocation sarcomas. The analysis was primarily for leiomyosarcoma and malignant peripheral nerve sheath tumors, and there was a limitation of analysis size (reagent limitations) totaling 24 samples at the start of the study. We collected additional samples from a sample bank at the Tokyo Medical and Dental University to increase the number of sarcomas to study. Therefore, in this study, a total of 15 leiomyosarcoma samples, five malignant peripheral nerve sheath tumors samples, and four high-grade myxofibrosarcoma samples were collected to achieve the sample size of 24 patients. To identify tyrosine kinase fusion genes, we designed a NanoString-based assay (NanoString Technologies Inc, Seattle, WA, USA) to query the expression balances regarding transcripts of 90 tyrosine kinases at two points: the 5' end of the kinase domain and within the kinase domain or 3' end of the kinase domain. The tumor's RNA was hybridized to the NanoString probes and analyzed for the expression ratios of outliers from the 3' to 5' end of the kinase domain. Presumed novel fusion events in these positive tumors that were defined by NanoString-based assays were confirmed tyrosine kinase fusion genes by RNA sequencing and confirmatory RT-PCR. Functional analyses consisting of in vitro and in vivo assays were also performed to elucidate whether the identified tyrosine kinase gene fusions were associated with oncogenic abilities and drug responses. RESULTS: We identified aberrant expression ratios regarding the 3' to 5' end of the kinase domain ratios in ROS1 transcripts in a leiomyosarcoma in a 90-year-old woman. A novel MAN1A1-ROS1 fusion gene was identified from her thigh tumor through RNA sequencing, which was confirmed with real-time PCR. In functional assays, MAN1A1-ROS1 rearrangement revealed strong transforming potential in 3T3 cells. Moreover, in an in vivo assay, crizotinib, a ROS1 inhibitor, markedly inhibited the growth of MAN1A1-ROS1 rearrangement-induced transformed cells in a dose-dependent manner. CONCLUSION: We conducted tyrosine kinase screening to identify new therapeutic targets in soft tissue sarcomas. We found a novel MAN1A1-ROS1 fusion gene that may be a therapeutic target in patients with leiomyosarcoma. This study demonstrates that the mRNA screening system may aid in the development of useful therapeutic options for soft tissue sarcomas. CLINICAL RELEVANCE: If novel tyrosine fusions such as MAN1A1-ROS1 fusion can be found in sarcomas from other patients, they could offer avenues for new molecular target therapies for sarcomas that currently do not have effective chemotherapeutic options. Therefore, the establishment of a screening system that includes both genomic and transcript analyses in the clinical setting is needed to verify our discoveries and take the developmental process of treatment to the next step.


Subject(s)
Biomarkers, Tumor/genetics , Gene Fusion , Leiomyosarcoma/genetics , Mannosidases/genetics , Protein-Tyrosine Kinases/genetics , Proto-Oncogene Proteins/genetics , Soft Tissue Neoplasms/genetics , 3T3 Cells , Adult , Aged , Aged, 80 and over , Animals , Antineoplastic Agents/pharmacology , Crizotinib/pharmacology , Female , Gene Expression Profiling , Humans , Leiomyosarcoma/drug therapy , Leiomyosarcoma/enzymology , Leiomyosarcoma/pathology , Male , Mice , Mice, Inbred BALB C , Mice, Nude , Middle Aged , Protein Kinase Inhibitors/pharmacology , RNA, Messenger/genetics , Reverse Transcriptase Polymerase Chain Reaction , Sequence Analysis, RNA , Soft Tissue Neoplasms/drug therapy , Soft Tissue Neoplasms/enzymology , Soft Tissue Neoplasms/pathology , Tumor Burden
17.
Blood ; 131(14): 1576-1586, 2018 04 05.
Article in English | MEDLINE | ID: mdl-29437595

ABSTRACT

Juvenile myelomonocytic leukemia (JMML), a rare and aggressive myelodysplastic/myeloproliferative neoplasm that occurs in infants and during early childhood, is characterized by excessive myelomonocytic cell proliferation. More than 80% of patients harbor germ line and somatic mutations in RAS pathway genes (eg, PTPN11, NF1, NRAS, KRAS, and CBL), and previous studies have identified several biomarkers associated with poor prognosis. However, the molecular pathogenesis of 10% to 20% of patients and the relationships among these biomarkers have not been well defined. To address these issues, we performed an integrated molecular analysis of samples from 150 JMML patients. RNA-sequencing identified ALK/ROS1 tyrosine kinase fusions (DCTN1-ALK, RANBP2-ALK, and TBL1XR1-ROS1) in 3 of 16 patients (18%) who lacked canonical RAS pathway mutations. Crizotinib, an ALK/ROS1 inhibitor, markedly suppressed ALK/ROS1 fusion-positive JMML cell proliferation in vitro. Therefore, we administered crizotinib to a chemotherapy-resistant patient with the RANBP2-ALK fusion who subsequently achieved complete molecular remission. In addition, crizotinib also suppressed proliferation of JMML cells with canonical RAS pathway mutations. Genome-wide methylation analysis identified a hypermethylation profile resembling that of acute myeloid leukemia (AML), which correlated significantly with genetic markers with poor outcomes such as PTPN11/NF1 gene mutations, 2 or more genetic mutations, an AML-type expression profile, and LIN28B expression. In summary, we identified recurrent activated ALK/ROS1 fusions in JMML patients without canonical RAS pathway gene mutations and revealed the relationships among biomarkers for JMML. Crizotinib is a promising candidate drug for the treatment of JMML, particularly in patients with ALK/ROS1 fusions.


Subject(s)
Cell Proliferation , Crizotinib/pharmacology , Gene Expression Profiling , Leukemia, Myelomonocytic, Juvenile/genetics , Leukemia, Myelomonocytic, Juvenile/metabolism , Mutation , Oncogene Proteins, Fusion , Protein Kinase Inhibitors/pharmacology , Adolescent , Cell Proliferation/drug effects , Cell Proliferation/genetics , Child , Child, Preschool , DNA Methylation/drug effects , DNA Methylation/genetics , DNA, Neoplasm/genetics , DNA, Neoplasm/metabolism , Female , Genome-Wide Association Study , Humans , Infant , Leukemia, Myelomonocytic, Juvenile/drug therapy , Male , Oncogene Proteins, Fusion/biosynthesis , Oncogene Proteins, Fusion/genetics
18.
Clin Orthop Relat Res ; 478(11): 2461-2476, 2020 11.
Article in English | MEDLINE | ID: mdl-32567826

ABSTRACT

BACKGROUND: Soft-tissue sarcomas are a rare group of malignant tumors that usually are treated with surgical excision and radiation therapy, but recently, pazopanib, an oral tyrosine kinase inhibitor, has been used in patients with metastases who do not respond to standard chemotherapy regimens. Based on patients with advanced soft-tissue sarcomas who had received prior chemotherapy, several clinical studies have reported the survival and sensitivity (approximately 5% to 10% sensitive) of patients with soft-tissue sarcomas treated with pazopanib. Recently, next-generation sequencing (NGS) technologies have been used to provide a wide genetic information and to develop personalized medicine in cancer treatment. However, there are few reports and no genetic analyses of patients with soft-tissue sarcomas who had a complete response (CR) to pazopanib. QUESTIONS/PURPOSES: We described the clinicopathologic features of a patient with a rare, advanced soft-tissue sarcoma who achieved a CR to pazopanib treatment. Furthermore, integrative analyses using NGS and arrays were performed to elucidate characteristic alterations, including gene mutations, copy number changes, and protein expression that were associated with response to pazopanib. Additionally, functional analyses consisting of in vitro and in vivo assays were also performed to elucidate whether the identified alterations were associated with oncogenic abilities and drug responses. METHODS: In a sample from a 70-year-old woman with an advanced soft-tissue sarcoma treated for 1 month with 800 mg of oral pazopanib daily, CT scans demonstrated a CR to treatment. To our knowledge, there have been no patients with soft-tissue sarcomas among several clinical trials of pazopanib that have achieved a CR and therefore, our patient is considered to be extremely rare. We performed an integrative analysis including whole-exome sequencing, transcriptome sequencing, and phosphorylation profiling of receptor tyrosine kinases (RTK) using tumor samples from a patient with a CR matched to normal samples. From here on we will refer to this patient as having a CR, although a short term high-grade partial response may be more accurate. These analyses were performed using NGS and the phosphoreceptor tyrosine kinase (phospho-RTK) array. As a validation study, we also performed target sequencing using three samples from patients with long-term stable disease and two samples from patients with progressive disease who responded to pazopanib treatment. In addition, characteristic gene alterations that were identified according to the response to pazopanib in one patient with a CR, in three patients with long-term stable disease, and in 27 patients with high-grade soft-tissue sarcomas with different histologic subtypes and different responses to pazopanib were verified by quantitative real-time polymerase chain reaction. We conducted a focus formation assay to evaluate the transforming activities of these genomic alterations. RESULTS: In the patient with a CR to pazopanib, we identified several somatic mutations including Fms related receptor tyrosine kinase 1 (FLT1) p.G38S, platelet-derived growth factor receptor alpha (PDGFRA) p.T83S, and platelet-derived growth factor receptor beta (PDGFRB) exon 13 skipping. Amplification at chromosome 12q13-14 encompassing GLI family zinc finger 1 (GLI1) and cyclin-dependent kinase-4 (CDK4) was also detected. Furthermore, an elevated PDGFRB phosphorylation level was observed in the tumor. In target sequencing analyses in five patients, one of three patients with long-term stable disease had 12q13-14 amplification. The mRNA expression of GLI1, CDK4, and pazopanib targets including PDGFRA, PDGFRB, vascular endothelial growth factor receptor (VEGFR)1-3, and stem cell factor receptor (KIT) in samples from the patient with a CR, and 27 patients with high-grade soft-tissue sarcomas was verified. The expression of GLI1 was characteristically increased in the patient with a CR and in those with long-term stable disease relative to other patients with soft-tissue sarcomas. Overexpression of GLI1 showed strong transforming potential in 3T3 cells. Moreover, the overexpression of GLI1 upregulated the expression of the PDGFRB protein and promoted phosphorylation, which was dose-dependently inhibited by pazopanib. However, inhibition of GLI1-induced transformation by pazopanib was limited in the focus formation assay; therefore, mechanisms other than PDGFRB activation may contribute to transformation. CONCLUSIONS: We identified several gene alterations that might be associated with a CR and long-term stable disease in patients who received pazopanib for advanced soft-tissue sarcomas. We therefore believe that this distinct molecular profile warrants further investigation to identify predictive biomarkers of the response to pazopanib. CLINICAL RELEVANCE: Our findings identify molecular mechanisms that possibly explain the high sensitivity of soft-tissue sarcomas to pazopanib and may lead to the development of predictive biomarkers and novel therapies in patients with this and other types of soft-tissue sarcomas.


Subject(s)
Indazoles/therapeutic use , Pyrimidines/therapeutic use , Sarcoma/drug therapy , Sulfonamides/therapeutic use , Adult , Aged , Angiogenesis Inhibitors/therapeutic use , Biomarkers/metabolism , Female , Humans , Male , Middle Aged , Sarcoma/genetics , Exome Sequencing
19.
PLoS Genet ; 13(6): e1006853, 2017 Jun.
Article in English | MEDLINE | ID: mdl-28636652

ABSTRACT

Triple-negative breast cancer (TNBC) cells do not express estrogen receptors, progesterone receptors, or human epidermal growth factor receptor 2. Currently, apart from poly ADP-ribose polymerase inhibitors, there are few effective therapeutic options for this type of cancer. Here, we present comprehensive characterization of the genetic alterations in TNBC performed by high coverage whole genome sequencing together with transcriptome and whole exome sequencing. Silencing of the BRCA1 gene impaired the homologous recombination pathway in a subset of TNBCs, which exhibited similar phenotypes to tumors with BRCA1 mutations; they harbored many structural variations (SVs) with relative enrichment for tandem duplication. Clonal analysis suggested that TP53 mutations and methylation of CpG dinucleotides in the BRCA1 promoter were early events of carcinogenesis. SVs were associated with driver oncogenic events such as amplification of MYC, NOTCH2, or NOTCH3 and affected tumor suppressor genes including RB1, PTEN, and KMT2C. Furthermore, we identified putative TGFA enhancer regions. Recurrent SVs that affected the TGFA enhancer region led to enhanced expression of the TGFA oncogene that encodes one of the high affinity ligands for epidermal growth factor receptor. We also identified a variety of oncogenes that could transform 3T3 mouse fibroblasts, suggesting that individual TNBC tumors may undergo a unique driver event that can be targetable. Thus, we revealed several features of TNBC with clinically important implications.


Subject(s)
BRCA1 Protein/genetics , Transcriptome/genetics , Triple Negative Breast Neoplasms/genetics , Tumor Suppressor Protein p53/genetics , 3T3 Cells , Animals , DNA Methylation/genetics , Exome/genetics , Female , Gene Amplification , Genome, Human , High-Throughput Nucleotide Sequencing , Homologous Recombination/genetics , Humans , Mice , Mutation , Neoplasm Proteins/genetics , Promoter Regions, Genetic , Triple Negative Breast Neoplasms/pathology
20.
Cancer Sci ; 110(8): 2643-2651, 2019 Aug.
Article in English | MEDLINE | ID: mdl-31222839

ABSTRACT

Scirrhous-type gastric cancer (SGC) is one of the most intractable cancer subtypes in humans, and its therapeutic targets have been rarely identified to date. Exploration of somatic mutations in the SGC genome with the next-generation sequencers has been hampered by markedly increased fibrous tissues. Thus, SGC cell lines may be useful resources for searching for novel oncogenes. Here we have conducted whole exome sequencing and RNA sequencing on 2 SGC cell lines, OCUM-8 and OCUM-9. Interestingly, most of the mutations thus identified have not been reported. In OCUM-8 cells, a novel CD44-IGF1R fusion gene is discovered, the protein product of which ligates the amino-terminus of CD44 to the transmembrane and tyrosine-kinase domains of IGF1R. Furthermore, both CD44 and IGF1R are markedly amplified in the OCUM-8 genome and abundantly expressed. CD44-IGF1R has a transforming ability, and the suppression of its kinase activity leads to rapid cell death of OCUM-8. To the best of our knowledge, this is the first report describing the transforming activity of IGF1R fusion genes. However, OCUM-9 seems to possess multiple oncogenic events in its genome. In particular, a novel BORCS5-ETV6 fusion gene is identified in the OCUM-9 genome. BORCS5-ETV6 possesses oncogenic activity, and suppression of its message partially inhibits cell growth. Prevalence of these novel fusion genes among SGC awaits further investigation, but we validate the significance of cell lines as appropriate reagents for detailed genomic analyses of SGC.


Subject(s)
Adenocarcinoma, Scirrhous/genetics , Oncogenes/genetics , Stomach Neoplasms/genetics , 3T3 Cells , Adenocarcinoma, Scirrhous/pathology , Animals , Cell Line , Cell Line, Tumor , Cell Proliferation/genetics , HEK293 Cells , Humans , Hyaluronan Receptors/genetics , Membrane Proteins/genetics , Mice , Mutation/genetics , Receptor, IGF Type 1/genetics , Stomach/pathology , Stomach Neoplasms/pathology
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