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Liu Y, Chen Y, Wu H, Zhang X, Wang Y, Yi X, Liang Z, Wang J. scMSI: Accurately inferring the sub-clonal Micro-Satellite status by an integrated deconvolution model on length spectrum. PLoS Comput Biol 2024; 20:e1012608. [PMID: 39621788 PMCID: PMC11637434 DOI: 10.1371/journal.pcbi.1012608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Revised: 12/12/2024] [Accepted: 11/02/2024] [Indexed: 12/14/2024] Open
Abstract
Microsatellite instability (MSI) is an important genomic biomarker for cancer diagnosis and treatment, and sequencing-based approaches are often applied to identify MSI because of its fastness and efficiency. These approaches, however, may fail to identify MSI on one or more sub-clones for certain cancers with a high degree of heterogeneity, leading to erroneous diagnoses and unsuitable treatments. Besides, the computational cost of identifying sub-clonal MSI can be exponentially increased when multiple sub-clones with different length distributions share MSI status. Herein, this paper proposes "scMSI", an accurate and efficient estimation of sub-clonal MSI to identify the microsatellite status. scMSI is an integrative Bayesian method to deconvolute the mixed-length distribution of sub-clones by a novel alternating iterative optimization procedure based on a subtle generative model. During the process of deconvolution, the optimized division of each sub-clone is attained by a heuristic algorithm, aligning with clone proportions that adhere optimally to the sample's clonal structure. To evaluate the performance, 16 patients diagnosed with endometrial cancer, exhibiting positive responses to the treatment despite having negative MSI status based on sequencing-based approaches, were considered. Excitingly, scMSI reported MSI on sub-clones successfully, and the findings matched the conclusions on immunohistochemistry. In addition, testing results on a series of experiments with simulation datasets concerning a variety of impact factors demonstrated the effectiveness and superiority of scMSI in detecting MSI on sub-clones over existing approaches. scMSI provides a new way of detecting MSI for cancers with a high degree of heterogeneity.
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Affiliation(s)
- Yuqian Liu
- School of Computer Science and Technology, Xi’an Jiaotong University, Xi’an, China
| | - Yan Chen
- School of Computer Science and Technology, Xi’an Jiaotong University, Xi’an, China
| | - Huanwen Wu
- Department of Pathology, State Key Laboratory of Complex Severe and Rare Disease, Molecular Pathology Research Center, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xuanping Zhang
- School of Computer Science and Technology, Xi’an Jiaotong University, Xi’an, China
| | - Yuqi Wang
- School of Computer Science and Technology, Xi’an Jiaotong University, Xi’an, China
- Geneplus Beijing Institute, Beijing, China
| | - Xin Yi
- Geneplus Beijing Institute, Beijing, China
| | - Zhiyong Liang
- Department of Pathology, State Key Laboratory of Complex Severe and Rare Disease, Molecular Pathology Research Center, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jiayin Wang
- School of Computer Science and Technology, Xi’an Jiaotong University, Xi’an, China
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Hashimoto T, Nakamura Y, Komatsu Y, Yuki S, Takahashi N, Okano N, Hirano H, Ohtsubo K, Ohta T, Oki E, Nishina T, Yasui H, Kawakami H, Esaki T, Machida N, Doi A, Boku S, Kudo T, Yamamoto Y, Kanazawa A, Denda T, Goto M, Iida N, Ozaki H, Shibuki T, Imai M, Fujisawa T, Bando H, Naito Y, Yoshino T. Different efficacy of tyrosine kinase inhibitors by KIT and PGFRA mutations identified in circulating tumor DNA for the treatment of refractory gastrointestinal stromal tumors. BJC REPORTS 2024; 2:54. [PMID: 39516322 PMCID: PMC11523999 DOI: 10.1038/s44276-024-00073-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Revised: 05/30/2024] [Accepted: 06/09/2024] [Indexed: 11/16/2024]
Abstract
BACKGROUND While advanced gastrointestinal stromal tumors (GISTs) are primarily treated with tyrosine kinase inhibitors (TKIs), acquired resistance from specific mutations in KIT or PDGFRA frequently occurs. We aimed to assess the utility of circulating tumor DNA (ctDNA) as a modality of therapeutic decision-making in advanced GIST. METHODS We conducted a pooled analysis of SCRUM-Japan studies for advanced GIST patients. We compared patient characteristics analyzed with tissue and blood samples, assessed gene alteration profiles, and evaluated prognostic implications from ctDNA status. RESULTS In 133 patients, tissue and blood samples were analyzed for 89 and 44 patients, respectively. ctDNA was detected in 72.7% of cases; no prior treatment or progressive disease was significantly associated with ctDNA-positivity. ctDNA-positive patients had significantly shorter progression-free survival compared with ctDNA-negative patients (hazard ratio = 3.92; P = 0.007). ctDNA genotyping revealed a complex landscape of gene alterations, characterized by multi-exonic mutations in KIT, compared with tissue-based analysis. Patients who received TKIs matched to the identified KIT mutation in ctDNA demonstrated significantly longer PFS than those with unmatched treatment (median, 8.23 vs. 2.43 months; P < 0.001). CONCLUSIONS ctDNA-based analysis facilitates assessment of disease status and genomic profiles, thus potentially assisting in identifying optimal therapeutic strategies for advanced GIST patients.
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Affiliation(s)
- Tadayoshi Hashimoto
- Translational Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Yoshiaki Nakamura
- Translational Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan.
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan.
| | - Yoshito Komatsu
- Department of Cancer Center, Hokkaido University Hospital, Sapporo, Japan
| | - Satoshi Yuki
- Department of Gastroenterology and Hepatology, Hokkaido University Hospital, Sapporo, Japan
| | - Naoki Takahashi
- Department of Gastroenterology, Saitama Cancer Center, Saitama, Japan
| | - Naohiro Okano
- Department of Medical Oncology, Kyorin University Faculty of Medicine, Tokyo, Japan
| | - Hidekazu Hirano
- Department of Gastrointestinal Medical Oncology, National Cancer Center Hospital, Tsukiji, Japan
| | - Koushiro Ohtsubo
- Department of Medical Oncology, Cancer Research Institute, Kanazawa University, Kanazawa, Japan
| | - Takashi Ohta
- Department of Clinical Oncology, Kansai Rosai Hospital, Hyogo, Japan
| | - Eiji Oki
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Tomohiro Nishina
- Department of Gastrointestinal Medical Oncology, National Hospital Organization Shikoku Cancer Center, Matsuyama, Japan
| | - Hisateru Yasui
- Department of Medical Oncology, Kobe City Medical Center General Hospital, Hyogo, Japan
| | - Hisato Kawakami
- Department of Medical Oncology, Kindai University Hospital, Osaka, Japan
| | - Taito Esaki
- Department of Gastrointestinal and Medical oncology, National Hospital Organization Kyushu Cancer Center, Fukuoka, Japan
| | - Nozomu Machida
- Department of Gastroenterology, Kanagawa Cancer Center, Yokohama, Japan
| | - Ayako Doi
- Department of Clinical Oncology, St. Marianna University School of Medicine, Kanagawa, Japan
| | - Shogen Boku
- Cancer Treatment Center, Kansai Medical University, Osaka, Japan
| | - Toshihiro Kudo
- Department of Medical Oncology, Osaka International Cancer Institute Osaka Prefectural Hospital Organization, Osaka, Japan
| | - Yoshiyuki Yamamoto
- Department of Gastroenterology, University of Tsukuba Hospital, Ibaraki, Japan
| | - Akiyoshi Kanazawa
- Department of Surgery Shimane Prefectural Central Hospital, Shimane, Japan
| | - Tadamichi Denda
- Division of Gastroenterology, Chiba Cancer Center, Chiba, Japan
| | - Masahiro Goto
- Cancer Chemotherapy Center, Osaka Medical and Pharmaceutical University Hospital, Takatsuki, Japan
| | - Naoko Iida
- Translational Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan
| | - Hiroshi Ozaki
- Translational Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan
| | - Taro Shibuki
- Translational Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan
| | - Mitsuho Imai
- Translational Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan
| | - Takao Fujisawa
- Translational Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan
- Department of Head and Neck Medical Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Hideaki Bando
- Translational Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Yoichi Naito
- Department of Medical Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Takayuki Yoshino
- Translational Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
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Osumi H, Shinozaki E, Nakamura Y, Esaki T, Yasui H, Taniguchi H, Satake H, Sunakawa Y, Komatsu Y, Kagawa Y, Denda T, Shiozawa M, Satoh T, Nishina T, Goto M, Takahashi N, Kato T, Bando H, Yamaguchi K, Yoshino T. Clinical features associated with NeoRAS wild-type metastatic colorectal cancer A SCRUM-Japan GOZILA substudy. Nat Commun 2024; 15:5885. [PMID: 39003289 PMCID: PMC11246505 DOI: 10.1038/s41467-024-50026-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Accepted: 06/11/2024] [Indexed: 07/15/2024] Open
Abstract
"NeoRAS WT" refers to the loss of RAS mutations (MTs) following first-line treatment in metastatic colorectal cancer (mCRC). We evaluate the incidence and clinicopathological characteristics of NeoRAS WT mCRC using next-generation sequencing of plasma circulating tumor DNA. Patients with mCRC enrolled in the GOZILA study initially diagnosed with tissue RAS MT mCRC and received subsequent systemic therapy are eligible. NeoRAS WT is defined as the absence of detectable RAS MT in plasma and assessed in all eligible patients (Group A) and in a subgroup with at least one somatic alteration detected in plasma (Group B). Overall, 478 patients are included. NeoRAS WT prevalence is 19.0% (91/478) in Group A and 9.8% (42/429) in Group B. Absence of liver or lymph node metastasis and tissue RAS MTs other than KRAS exon 2 MTs are significantly associated with NeoRAS WT emergence. Overall, 1/6 and 2/6 patients with NeoRAS WT treated with anti-EGFR monoclonal antibodies (mAbs) show partial response and stable disease for ≥6 months, respectively. NeoRAS WT mCRC is observed at a meaningful prevalence, and anti-EGFR mAb-based therapy may be effective.
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Affiliation(s)
- Hiroki Osumi
- Department of Gastroenterological Chemotherapy, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Eiji Shinozaki
- Department of Gastroenterological Chemotherapy, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan.
| | - Yoshiaki Nakamura
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Taito Esaki
- Department of Gastrointestinal and Medical Oncology, National Hospital Organization Kyushu Cancer Center, Fukuoka, Japan
| | - Hisateru Yasui
- Department of Medical Oncology, Kobe City Medical Center General Hospital, Kobe, Japan
| | - Hiroya Taniguchi
- Department of Clinical Oncology, Aichi Cancer Center Hospital, Nagoya, Japan
| | - Hironaga Satake
- Department of Medical Oncology, Kochi Medical School, Kochi, Japan
| | - Yu Sunakawa
- Department of Clinical Oncology, St. Marianna University School of Medicine, Kawasaki, Japan
| | - Yoshito Komatsu
- Department of Gastroenterology and Hepatology, Hokkaido University Hospital, Sapporo, Japan
| | - Yoshinori Kagawa
- Department of Gastroenterological Surgery, Osaka General Medical Center, Osaka, Japan
| | - Tadamichi Denda
- Division of Gastroenterology, Chiba Cancer Center, Chiba, Japan
| | - Manabu Shiozawa
- Department of Gastroenterological Surgery, Kanagawa Cancer Center, Yokohama, Japan
| | - Taroh Satoh
- Palliative and Supportive Care Center, Osaka University Hospital, Suita, Japan
| | - Tomohiro Nishina
- Department of Gastrointestinal Medical Oncology, National Hospital Organization Shikoku Cancer Center, Ehime, Japan
| | - Masahiro Goto
- Department of Cancer Chemotherapy Center, Osaka Medical and Pharmaceutical University Hospital, Osaka, Japan
| | - Naoki Takahashi
- Department of Gastroenterology, Saitama Cancer Center, Saitama, Japan
| | - Takeshi Kato
- Department of Surgery, National Hospital Organization Osaka National Hospital, Osaka, Japan
| | - Hideaki Bando
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Kensei Yamaguchi
- Department of Gastroenterological Chemotherapy, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Takayuki Yoshino
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan.
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Yamamoto H, Watanabe Y, Arai H, Umemoto K, Tateishi K, Sunakawa Y. Microsatellite instability: A 2024 update. Cancer Sci 2024; 115:1738-1748. [PMID: 38528657 PMCID: PMC11145116 DOI: 10.1111/cas.16160] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Revised: 02/27/2024] [Accepted: 03/08/2024] [Indexed: 03/27/2024] Open
Abstract
Deficient mismatch repair (dMMR) results in microsatellite instability (MSI), a pronounced mutator phenotype. High-frequency MSI (MSI-H)/dMMR is gaining increasing interest as a biomarker for advanced cancer patients to determine their eligibility for immune checkpoint inhibitors (ICIs). Various methods based on next-generation sequencing (NGS) have been developed to assess the MSI status. Comprehensive genomic profiling (CGP) testing can precisely ascertain the MSI status as well as genomic alterations in a single NGS test. The MSI status can be also ascertained through the liquid biopsy-based CGP assays. MSI-H has thus been identified in various classes of tumors, resulting in a greater adoption of immunotherapy, which is hypothesized to be effective against malignancies that possess a substantial number of mutations and/or neoantigens. NGS-based studies have also characterized MSI-driven carcinogenesis, including significant rates of fusion kinases in colorectal cancers (CRCs) with MSI-H that are targets for therapeutic kinase inhibitors, particularly in MLH1-methylated CRCs with wild-type KRAS/BRAF. NTRK fusion is linked to the colorectal serrated neoplasia pathway. Recent advances in investigations of MSI-H malignancies have resulted in the development of novel diagnostic or therapeutic techniques, such as a synthetic lethal therapy that targets the Werner gene. DNA sensing in cancer cells is required for antitumor immunity induced by dMMR, opening up novel avenues and biomarkers for immunotherapy. Therefore, clinical relevance exists for analyses of MSI and MSI-H-associated genomic alterations in malignancy. In this article, we provide an update on MSI-driven carcinogenesis, with an emphasis on unique landscapes of diagnostic and immunotherapeutic strategies.
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Affiliation(s)
- Hiroyuki Yamamoto
- Department of BioinformaticsSt. Marianna University Graduate School of MedicineKawasakiJapan
- Department of GastroenterologySt. Marianna University School of MedicineKawasakiJapan
| | - Yoshiyuki Watanabe
- Department of GastroenterologySt. Marianna University School of MedicineKawasakiJapan
- Department of Internal MedicineKawasaki Rinko General HospitalKawasakiJapan
| | - Hiroyuki Arai
- Department of Clinical OncologySt. Marianna University School of MedicineKawasakiJapan
| | - Kumiko Umemoto
- Department of Clinical OncologySt. Marianna University School of MedicineKawasakiJapan
| | - Keisuke Tateishi
- Department of GastroenterologySt. Marianna University School of MedicineKawasakiJapan
| | - Yu Sunakawa
- Department of Clinical OncologySt. Marianna University School of MedicineKawasakiJapan
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Taieb J, Bennouna J, Penault-Llorca F, Basile D, Samalin E, Zaanan A. Treatment of gastric adenocarcinoma: A rapidly evolving landscape. Eur J Cancer 2023; 195:113370. [PMID: 37948843 DOI: 10.1016/j.ejca.2023.113370] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Revised: 09/11/2023] [Accepted: 09/26/2023] [Indexed: 11/12/2023]
Abstract
Gastric adenocarcinoma (GC) and gastroesophageal junction adenocarcinoma represent frequent and severe diseases whose management has radically changed over the last 10 years. With the advent of second- and third-line standard therapies for metastatic GC patients in the 2010s, the molecular dismemberment of the disease and positive trials with immunotherapy and targeted agents will mark the 2020s. New treatment options have emerged in the neoadjuvant, adjuvant, and metastatic setting. In addition to improved multimodal treatment in operable patients, new subgroups have emerged depending on molecular alterations (HER2, Microsatellite instability) or expression of specific proteins in the tumour (PDL1, Claudin 18.2) making immunohistochemistry central in profiling the tumour for an optimal individualised management. The aim of this review is to describe the current standards of management of early and late stage GC and the molecular markers needed today to optimally manage our patients together with future perspectives on this disease.
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Affiliation(s)
- Julien Taieb
- Department of Gastroenterology and Digestive Oncology, Hôpital Européen Georges Pompidou, AP-HP, Paris, France; Institut du Cancer Paris CARPEM, Université Paris Cité, Paris, Hôpital Européen Georges Pompidou, Department of Tumor and Cancer Genomic Medicine, Paris, France.
| | - Jaafar Bennouna
- Department of Medical Oncology, Hopital Foch, Suresnes, France
| | | | - Debora Basile
- Department of Medical Oncology, San Giovanni di Dio Hospital, Crotone, Italy
| | - Emmanuelle Samalin
- Department of Medical Oncology, Institut du Cancer de Montpellier, Univ. Montpellier (ICM), Montpellier, France
| | - Aziz Zaanan
- Department of Gastroenterology and Digestive Oncology, Hôpital Européen Georges Pompidou, AP-HP, Paris, France; Institut du Cancer Paris CARPEM, Université Paris Cité, Paris, Hôpital Européen Georges Pompidou, Department of Tumor and Cancer Genomic Medicine, Paris, France
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Caughey BA, Umemoto K, Green MF, Ikeda M, Lowe ME, Ueno M, Niedzwiecki D, Taniguchi H, Walden DJ, Komatsu Y, D’Anna R, Esaki T, Denda T, Datto MB, Bando H, Bekaii-Saab T, Yoshino T, Strickler JH, Nakamura Y. Identification of an optimal mutant allele frequency to detect activating KRAS, NRAS, and BRAF mutations in a commercial cell-free DNA next-generation sequencing assay in colorectal and pancreatic adenocarcinomas. J Gastrointest Oncol 2023; 14:2083-2096. [PMID: 37969845 PMCID: PMC10643595 DOI: 10.21037/jgo-23-114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Accepted: 08/07/2023] [Indexed: 11/17/2023] Open
Abstract
Background Evaluation for activating mutations in KRAS, NRAS, and BRAF in colorectal cancer (CRC) and in KRAS in pancreatic ductal adenocarcinoma (PDAC) is essential for clinical care. Plasma cell-free DNA (cfDNA) next-generation sequencing (NGS) allows convenient assessment of a tumor's molecular profile, however low tumor DNA shedding limits sensitivity. We investigated mutant allele frequency (MAF) of other oncogenic dominant genes to identify a threshold for accurate detection of KRAS, NRAS, and BRAF (RAS/RAF) mutations in cfDNA. Methods Molecular and clinical data were obtained from the Duke Molecular Registry of Tumors and the SCRUM-Japan GOZILA study. Patients with CRC or PDAC and a KRAS, NRAS, or BRAF activating single nucleotide variant (SNV) present on tissue NGS and with available cfDNA assays were included. Recursive partitioning and Wilcoxon-rank statistics methods identified potential cut-points for discriminative MAF values. Results One hundred and thirty-five CRC and 30 PDAC cases with 198 total cfDNA assays met criteria. Greatest non-RAS/RAF dominant gene MAF of 0.34% provided maximum discrimination for predicting RAS/RAF SNV detection. Sensitivity for RAS/RAF SNVs increased with dominant gene MAF, with MAF ≥1% predicting sensitivity >98%, MAF between 0.34 and 1% predicting sensitivity of 84.0%, and MAF £0.34% predicting sensitivity of 50%. For 43 cfDNA assays that did not detect RAS/RAF SNVs, 18 assays detected 34 other oncogenic variants, of which 80.6% were not also detected on tissue. Conclusions Non-RAS/RAF dominant oncogenic mutation MAF ≥1% on cfDNA NGS predicts high sensitivity to detect RAS/RAF oncogenic SNVs in CRC and PDAC. MAF £0.34% indicates an assay may not reliably detect RAS/RAF SNVs, despite detection on tissue testing. Most variants from assays that did not detect RAS/RAF had MAF <1% and were not detected on tissue, suggesting potential confounding. These data suggest a practical approach to determining cfDNA assay adequacy, with implications for guiding clinical decisions in CRC and PDAC.
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Affiliation(s)
- Bennett A. Caughey
- Division of Medical Oncology, Department of Medicine, Duke University Medical Center, Durham, NC, USA
| | - Kumiko Umemoto
- Department of Clinical Oncology, St. Marianna University School of Medicine, Kawasaki, Japan
| | - Michelle F. Green
- Department of Pathology, Duke University Medical Center, Durham, NC, USA
| | - Masafumi Ikeda
- Department of Hepatobiliary and Pancreatic Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Melissa E. Lowe
- Duke Cancer Institute-Biostatistics Shared Resource, Durham, NC, USA
| | - Makoto Ueno
- Department of Gastroenterology, Hepatobiliary and Pancreatic Medical Oncology, Kanagawa Cancer Center, Yokohama, Japan
| | - Donna Niedzwiecki
- Duke Cancer Institute-Biostatistics Shared Resource, Durham, NC, USA
| | - Hiroya Taniguchi
- Department of Clinical Oncology, Aichi Cancer Center Hospital, Nagoya, Japan
| | - Daniel J. Walden
- Division of Hematology and Oncology, Mayo Clinic, Phoenix, Arizona, USA
| | - Yoshito Komatsu
- Department of Cancer Center, Hokkaido University Hospital, Sapporo, Japan
| | - Rachel D’Anna
- Duke Cancer Institute-Biostatistics Shared Resource and Department of Biostatistics and Bioinformatics, Duke University, Durham, NC, USA
| | - Taito Esaki
- Department of Gastrointestinal and Medical Oncology, National Hospital Organization Kyushu Cancer Center, Fukuoka, Japan
| | - Tadamichi Denda
- Division of Gastroenterology, Chiba Cancer Center, Chiba, Japan
| | - Michael B. Datto
- Department of Pathology, Duke University Medical Center, Durham, NC, USA
| | - Hideaki Bando
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | | | - Takayuki Yoshino
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - John H. Strickler
- Division of Medical Oncology, Department of Medicine, Duke University Medical Center, Durham, NC, USA
| | - Yoshiaki Nakamura
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
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7
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Kasi PM, Bucheit LA, Liao J, Starr J, Barata P, Klempner SJ, Gandara D, Shergill A, Madeira da Silva L, Weipert C, Zhang N, Pretz C, Hardin A, Kiedrowski LA, Odegaard JI. Pan-Cancer Prevalence of Microsatellite Instability-High (MSI-H) Identified by Circulating Tumor DNA and Associated Real-World Clinical Outcomes. JCO Precis Oncol 2023; 7:e2300118. [PMID: 37769226 DOI: 10.1200/po.23.00118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 07/19/2023] [Accepted: 08/07/2023] [Indexed: 09/30/2023] Open
Abstract
PURPOSE Immune checkpoint inhibitors are approved for advanced solid tumors with microsatellite instability-high (MSI-H). Although several technologies can assess MSI-H status, detection and outcomes with circulating tumor DNA (ctDNA)-detected MSI-H are lacking. As such, we examined pan-cancer MSI-H prevalence across 21 cancers and outcomes after ctDNA-detected MSI-H. METHODS Patients with advanced cancer who had ctDNA testing (Guardant360) from October 1, 2018, to June 30, 2022, were retrospectively assessed for prevalence. GuardantINFORM, which includes anonymized genomic and structured payer claims data, was queried to assess outcomes. Patients who initiated new treatment within 90 days of MSI-H detection were sorted into immunotherapy included in treatment (IO) or no immunotherapy included (non-IO) groups. Real-world time to treatment discontinuation (rwTTD) and real-world time to next treatment (rwTTNT) were assessed in months as proxies of progression-free survival (PFS); real-world overall survival (rwOS) was assessed in months. Cox regression tests analyzed differences. Colorectal cancer, non-small-cell lung cancer (NSCLC), prostate cancer, gastroesophageal cancer, and uterine cancer (UC) were assessed independently; all other cancers were grouped. RESULTS In total, 1.4% of 171,881 patients had MSI-H detected. Of 770 patients with outcomes available, rwTTD and rwTTNT were significantly longer for patients who received IO compared with non-IO for all cancers (P ≤ .05; hazard ratio [HR] range, 0.31-0.52 and 0.25-0.54, respectively) except NSCLC. rwOS had limited follow-up for all cohorts except UC (IO 39 v non-IO 23 months; HR, 0.18; P = .004); however, there was a consistent trend toward prolonged OS in IO-treated patients. CONCLUSION These data support use of a well-validated ctDNA assay to detect MSI-H across solid tumors and suggest prolonged PFS in patients treated with IO-containing regimens after detection. Tumor-agnostic, ctDNA-based MSI testing may be reliable for rapid decision making.
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Affiliation(s)
| | | | | | | | - Pedro Barata
- Case Western Reserve University/University Hospitals, Cleveland, OH
| | | | - David Gandara
- UC Davis Comprehensive Cancer Center, Sacramento, CA
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8
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Aoki Y, Nakamura Y, Denda T, Ohta T, Esaki T, Shiozawa M, Yamaguchi K, Yamazaki K, Sunakawa Y, Kato T, Okano N, Taniguchi H, Sato T, Oki E, Nishina T, Komatsu Y, Matsuhashi N, Goto M, Yasui H, Ohtsubo K, Moriwaki T, Takahashi N, Horita Y, Boku S, Wakabayashi M, Ikeno T, Mitani R, Yuasa M, Yoshino T. Clinical Validation of Plasma-Based Genotyping for RAS and BRAF V600E Mutation in Metastatic Colorectal Cancer: SCRUM-Japan GOZILA Substudy. JCO Precis Oncol 2023; 7:e2200688. [PMID: 37343204 PMCID: PMC10309506 DOI: 10.1200/po.22.00688] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 03/03/2023] [Accepted: 04/19/2023] [Indexed: 06/23/2023] Open
Abstract
PURPOSE Circulating tumor DNA (ctDNA) genotyping on the basis of next-generation sequencing (NGS) may guide targeted therapy for metastatic colorectal cancer (mCRC). However, the validity of NGS-based ctDNA genotyping for RAS/BRAF V600E mutation assessment and the efficacy of anti-EGFR and BRAF-targeted therapies on the basis of ctDNA results remains unclear. PATIENTS AND METHODS The performance of NGS-based ctDNA genotyping for RAS/BRAF V600E mutation assessment was compared with that of a validated polymerase chain reaction-based tissue testing in patients with mCRC enrolled in the GOZILA study, a nationwide plasma genotyping study. The primary end points were concordance rate, sensitivity, and specificity. The efficacy of anti-EGFR and BRAF-targeted therapies on the basis of ctDNA were also evaluated. RESULTS In 212 eligible patients, the concordance rate, sensitivity, and specificity were 92.9% (95% CI, 88.6 to 96.0), 88.7% (95% CI, 81.1 to 94.0), and 97.2% (95% CI, 92.0 to 99.4) for RAS and 96.2% (95% CI, 92.7 to 98.4), 88.0% (95% CI, 68.8 to 97.5), and 97.3% (95% CI, 93.9 to 99.1) for BRAF V600E, respectively. In patients with a ctDNA fraction of ≥1.0%, sensitivity rose to 97.5% (95% CI, 91.2 to 99.7) and 100% (95% CI, 80.5 to 100.0) for RAS and BRAF V600E mutations, respectively. In addition to a low ctDNA fraction, previous chemotherapy, lung and peritoneal metastases, and interval between dates of tissue and blood collection were associated with discordance. The progression-free survival of anti-EGFR therapy and BRAF-targeted treatment was 12.9 months (95% CI, 8.1 to 18.5) and 3.7 (95% CI, 1.3 to not evaluated) months, respectively, for matched patients with RAS/BRAF V600E results by ctDNA. CONCLUSION ctDNA genotyping effectively detected RAS/BRAF mutations, especially with sufficient ctDNA shedding. Clinical outcomes support ctDNA genotyping for determining the use of anti-EGFR and BRAF-targeted therapies in patients with mCRC.
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Affiliation(s)
- Yu Aoki
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
- Division of Gastroenterology and Hepatology of Internal Medicine, Keio University School of Medicine, Tokyo, Japan
| | - Yoshiaki Nakamura
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
- Translational Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan
- International Research Promotion Office, National Cancer Center Hospital East, Kashiwa, Japan
| | - Tadamichi Denda
- Divisioin of Gastroenterology, Chiba Cancer Center, Chiba, Japan
| | - Takashi Ohta
- Department of Clinical Oncology, Kansai Rosai Hospital, Amagasaki, Japan
| | - Taito Esaki
- Department of Gastrointestinal and Medical Oncology, National Hospital Organization Kyushu Cancer Center, Fukuoka, Japan
| | - Manabu Shiozawa
- Department of Gastrointestinal Surgery, Kanagawa Cancer Center, Yokohama, Japan
| | - Kensei Yamaguchi
- Gastroenterological Chemotherapy Department, The Cancer Institute Hospital of JFCR, Tokyo, Japan
| | - Kentaro Yamazaki
- Division of Gastrointestinal Oncology, Shizuoka Cancer Center, Nagaizuma, Japan
| | - Yu Sunakawa
- Department of Clinical Oncology, St. Marianna University School of Medicine, Kawasaki, Japan
| | - Takeshi Kato
- Department of Surgery, National Hospital Organization Osaka National Hospital, Osaka, Japan
| | - Naohiro Okano
- Department of Medical Oncology, Kyorin University Faculty of Medicine, Tokyo, Japan
| | - Hiroya Taniguchi
- Department of Clinical Oncology, Aichi Cancer Center Hospital, Nagoya, Japan
| | - Taro Sato
- Palliative and Supportive Care Center, Osaka University Hospital, Suita, Japan
| | - Eiji Oki
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Tomohiro Nishina
- Gastrointestinal Medical Oncology, National Hospital Organization Shikoku Cancer Center, Matsuyama, Japan
| | - Yoshito Komatsu
- Department of Cancer Center, Hokkaido University Hospital, Sapporo, Japan
| | - Nobuhisa Matsuhashi
- Department of Gastroenterological Surgery and Pediatric Surgery, Gifu University Graduate School of Medicine, Gifu, Japan
| | - Masahiro Goto
- Cancer Chemotherapy Center, Osaka Medical and Pharmaceutical University, Takatsuki, Japan
| | - Hisateru Yasui
- Department of Medical Oncology, Kobe City Medical Center General Hospital, Kobe, Japan
| | - Koushiro Ohtsubo
- Division of Medical Oncology, Cancer Research Institute, Kanazawa University, Kanazawa, Japan
| | - Toshikazu Moriwaki
- Department of Gastroenterology, University of Tsukuba Hospital, Tsukuba, Japan
| | - Naoki Takahashi
- Department of Gastroenterology, Saitama Cancer Center, Ina, Japan
| | - Yosuke Horita
- Department of Medical Oncology, Saitama Medical University International Medical Center, Hidaka, Japan
| | - Shogen Boku
- Cancer Treatment Center, Kansai Medical University Hospital, Hirakata, Japan
| | - Masashi Wakabayashi
- Biostatistics Division, Center for Research Administration and Support, National Cancer Center Hospital East, Kashiwa, Japan
| | - Takashi Ikeno
- Clinical Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan
| | - Ryuta Mitani
- Translational Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan
| | - Mihoko Yuasa
- Translational Research Support Office, National Cancer Center Hospital East, Kashiwa, Japan
| | - Takayuki Yoshino
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
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Shimozaki K, Nakayama I, Hirota T, Yamaguchi K. Current Strategy to Treat Immunogenic Gastrointestinal Cancers: Perspectives for a New Era. Cells 2023; 12:1049. [PMID: 37048122 PMCID: PMC10093684 DOI: 10.3390/cells12071049] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Revised: 03/15/2023] [Accepted: 03/29/2023] [Indexed: 04/14/2023] Open
Abstract
Since pembrolizumab, an anti-programmed death-1 (PD-1) antibody, showed a dramatic response to immunogenic cancers with microsatellite instability-high (MSI-H) and/or deficient mismatch repair (dMMR) in the pilot clinical trial KEYNOTE-016, subsequent studies have confirmed durable responses of anti-PD-1 inhibitors for MSI-H/dMMR solid tumors. As immunotherapy is described as a "game changer," the therapeutic landscape for MSI-H/dMMR solid tumors including gastrointestinal cancers has changed considerably in the last decade. An MSI/MMR status has been established as the predictive biomarker for immune checkpoint blockades, playing an indispensable role in the clinical practice of patients with MSI-H/dMMR tumors. Immunotherapy is also now investigated for locally advanced MSI-H/dMMR gastrointestinal cancers. Despite this great success, a few populations with MSI-H/dMMR gastrointestinal cancers do not respond to immunotherapy, possibly due to the existence of intrinsic or acquired resistance mechanisms. Clarifying the underlying mechanisms of resistance remains a future task, whereas attempts to overcome resistance and improve the efficacy of immunotherapy are currently ongoing. Herein, we review recent clinical trials with special attention to MSI-H/dMMR gastrointestinal cancers together with basic/translational findings, which provide their rationale, and discuss perspectives for the further therapeutic development of treatment in this field.
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Affiliation(s)
- Keitaro Shimozaki
- Department of Gastrointestinal Oncology, Cancer Institute Hospital of the Japanese Foundation for Cancer Research, Tokyo 135-0063, Japan
- Department of Gastroenterology and Hepatology, Division of Internal Medicine, Keio University School of Medicine, Tokyo 160-8582, Japan
| | - Izuma Nakayama
- Department of Gastrointestinal Oncology, Cancer Institute Hospital of the Japanese Foundation for Cancer Research, Tokyo 135-0063, Japan
| | - Toru Hirota
- Department of Experimental Pathology, Cancer Institute of the Japanese Foundation for Cancer Research, Tokyo 135-8550, Japan
| | - Kensei Yamaguchi
- Department of Gastrointestinal Oncology, Cancer Institute Hospital of the Japanese Foundation for Cancer Research, Tokyo 135-0063, Japan
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10
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Lam RCT, Johnson D, Lam G, Li MLY, Wong JWL, Lam WKJ, Chan KCA, Ma B. Clinical applications of circulating tumor-derived DNA in the management of gastrointestinal cancers - current evidence and future directions. Front Oncol 2022; 12:970242. [PMID: 36248993 PMCID: PMC9556664 DOI: 10.3389/fonc.2022.970242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Accepted: 09/15/2022] [Indexed: 11/13/2022] Open
Abstract
Advances in Next Generation Sequencing (NGS) technologies have enabled the accurate detection and quantification of circulating tumor-derived (ct)DNA in most gastrointestinal (GI) cancers. The prognostic and predictive utility of ctDNA in patiets with different stages of colorectal (CRC), gastro-esophageal (GEC) and pancreaticobiliary cancers (PBC) are currently under active investigation. The most mature clinical data to date are derived from studies in the prognostic utility of personalized ctDNA-based NGS assays in the detection of minimal residual disease (MRD) and early recurrence after surgery in CRC and other GI cancers. These findings are being validated in several prospective studies which are designed to test if ctDNA could outperform conventional approaches in guiding adjuvant chemotherapy, and in post-operative surveillance in some GI cancers. Several adaptive studies using ctDNA as a screening platform are also being used to identify patients with actionable genomic alterations for clinical trials of targeted therapies. In the palliative setting, ctDNA monitoring during treatment has shown promise in the detection and tracking of clonal variants associated with acquired resistance to targeted therapies and immune-checkpoint inhibitors (ICI). Moreover, ctDNA may help to guide the therapeutic re-challenge of targeted therapies in patients who have prior exposure to such treatment. This review will examine the most updated research findings on ctDNA as a biomarker in CRC, GEC and PBCs. It aims to provide insights into how the unique strengths of this biomarker could be optimally leveraged in improving the management of these GI cancers.
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Affiliation(s)
- Rachel C. T. Lam
- Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - David Johnson
- Department of Clinical Oncology, State Key Laboratory of Translational Oncology, Sir Y. K Pao Centre for Cancer, Hong Kong Cancer Institute, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Gigi Lam
- Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Michelle L. Y. Li
- Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Joyce W. L. Wong
- Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - W. K. Jacky Lam
- Department of Chemical Pathology, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - K. C. Allen Chan
- Department of Chemical Pathology, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Brigette Ma
- Department of Clinical Oncology, State Key Laboratory of Translational Oncology, Sir Y. K Pao Centre for Cancer, Hong Kong Cancer Institute, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
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11
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Imai M, Nakamura Y, Sunami K, Kage H, Komine K, Koyama T, Amano T, Ennishi D, Kanai M, Kenmotsu H, Maeda T, Morita S, Sakai D, Bando H, Makiyama A, Suzuki T, Hirata M, Kohsaka S, Tsuchihara K, Naito Y, Yoshino T. Expert Panel Consensus Recommendations on the Use of Circulating Tumor DNA Assays for Patients with Advanced Solid Tumors. Cancer Sci 2022; 113:3646-3656. [PMID: 35876224 PMCID: PMC9633310 DOI: 10.1111/cas.15504] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Revised: 07/12/2022] [Accepted: 07/16/2022] [Indexed: 12/01/2022] Open
Abstract
Comprehensive genomic profiling is increasingly used to facilitate precision oncology based on molecular stratification. In addition to conventional tissue comprehensive genomic profiling, comprehensive genomic profiling of circulating tumor DNA has become widely utilized in cancer care owing on its advantages, including less invasiveness, rapid turnaround time, and capturing heterogeneity. However, circulating tumor DNA comprehensive genomic profiling has some limitations, mainly false negatives due to low levels of plasma circulating tumor deoxyribonucleic acid and false positives caused by clonal hematopoiesis. Nevertheless, no guidelines and recommendations fully address these issues. Here, an expert panel committee involving representatives from 12 Designated Core Hospitals for Cancer Genomic Medicine in Japan was organized to develop expert consensus recommendations for the use of circulating tumor deoxyribonucleic acid‐based comprehensive genomic profiling. The aim was to generate guidelines for clinicians and allied healthcare professionals on the optimal use of the circulating tumor DNA assays in advanced solid tumors and to aid the design of future clinical trials that utilize and develop circulating tumor DNA assays to refine precision oncology. Fourteen clinical questions regarding circulating tumor deoxyribonucleic acid comprehensive genomic profiling including the timing of testing and considerations for interpreting results were established by searching and curating associated literatures, and corresponding recommendations were prepared based on the literature for each clinical question. Final consensus recommendations were developed by voting to determine the level of each recommendation by the Committee members.
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Affiliation(s)
- Mitsuho Imai
- Translational Research Support Section, National Cancer Center Hospital East.,Genomics Unit, Keio University School of Medicine
| | - Yoshiaki Nakamura
- Translational Research Support Section, National Cancer Center Hospital East.,Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East
| | - Kuniko Sunami
- Department of Laboratory Medicine, National Cancer Center Hospital
| | - Hidenori Kage
- Department of Next-Generation Precision Medicine Development Laboratory, Graduate School of Medicine, The University of Tokyo
| | - Keigo Komine
- Department of Medical Oncology, Tohoku University Hospital
| | - Takafumi Koyama
- Department of Experimental Therapeutics, National Cancer Center Hospital
| | - Toraji Amano
- Clinical Research and Medical Innovation Center, Hokkaido University Hospital
| | - Daisuke Ennishi
- Center for Comprehensive Genomic Medicine, Okayama University Hospital
| | - Masashi Kanai
- Department of Therapeutic Oncology, Graduate School of Medicine, Kyoto University
| | | | - Takahiro Maeda
- Division of Precision Medicine, Kyushu University Graduate School of Medical Sciences
| | - Sachi Morita
- Department of Clinical Oncology and Chemotherapy, Nagoya University Hospital
| | - Daisuke Sakai
- Center for Cancer Genomics and Personalized Medicine, Osaka University Hospital
| | - Hideaki Bando
- Translational Research Support Section, National Cancer Center Hospital East.,Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East
| | | | - Tatsuya Suzuki
- Department of Hematology, National Cancer Center Hospital
| | - Makoto Hirata
- Department of Genetic Medicine and Services, National Cancer Center Hospital
| | - Shinji Kohsaka
- Division of Cellular Signaling, National Cancer Center Research Institute
| | - Katsuya Tsuchihara
- Division of Translational Informatics, Exploratory Oncology Research and Clinical Trial Center, National Cancer Center, Japan
| | - Yoichi Naito
- Department of General Internal medicine/Experimental Therapeutics/Medical Oncology, National Cancer Center Hospital East
| | - Takayuki Yoshino
- Translational Research Support Section, National Cancer Center Hospital East.,Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East
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