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Corallo S, Lasagna A, Filippi B, Alaimo D, Tortorella A, Serra F, Vanoli A, Pedrazzoli P. Unlocking the Potential: Epstein-Barr Virus (EBV) in Gastric Cancer and Future Treatment Prospects, a Literature Review. Pathogens 2024; 13:728. [PMID: 39338919 PMCID: PMC11435077 DOI: 10.3390/pathogens13090728] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2024] [Revised: 08/21/2024] [Accepted: 08/23/2024] [Indexed: 09/30/2024] Open
Abstract
Gastric cancer (GC) is a complex disease with various etiologies. While Helicobacter pylori infection is still one of the leading risk factors for GC, increasing evidence suggests a link between GC and other infective agents such as Epstein Bar Virus (EBV). EBV-associated gastric cancer (EBVaGC) is now recognized as a distinct subgroup of GC, and the complex interactions between the virus and gastric mucosa may influence its development. A recent integrative analysis of the genome and proteome of GC tissues by The Cancer Genome Atlas project has identified EBVaGC as a specific subtype characterized by PIK3CA and ARID1A mutations, extensive DNA hyper-methylation, and activation of immune signaling pathways. These molecular characteristics are markers of the unique molecular profile of this subset of GC and are potential targets for therapy. This review aims to provide an overview of the current knowledge on EBVaGC. It will focus on the epidemiology, clinic-pathological features, and genetic characteristics of EBVaGC. Additionally, it will discuss recent data indicating the potential use of EBV infection as a predictive biomarker of response to chemotherapy and immune checkpoint inhibitors. The review also delves into potential therapeutic approaches for EBVaGC, including targeted therapies and adoptive immunotherapy, highlighting the promising potential of EBV as a therapeutic target.
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Affiliation(s)
- Salvatore Corallo
- Department of Internal Medicine and Medical Therapy, University of Pavia, 27100 Pavia, Italy
- Department of Oncology, Fondazione IRCCS Policlinico San Matteo, 27100 Pavia, Italy
| | - Angioletta Lasagna
- Department of Oncology, Fondazione IRCCS Policlinico San Matteo, 27100 Pavia, Italy
| | - Beatrice Filippi
- Department of Internal Medicine and Medical Therapy, University of Pavia, 27100 Pavia, Italy
- Department of Oncology, Fondazione IRCCS Policlinico San Matteo, 27100 Pavia, Italy
| | - Domiziana Alaimo
- Department of Internal Medicine and Medical Therapy, University of Pavia, 27100 Pavia, Italy
- Department of Oncology, Fondazione IRCCS Policlinico San Matteo, 27100 Pavia, Italy
| | - Anna Tortorella
- Department of Internal Medicine and Medical Therapy, University of Pavia, 27100 Pavia, Italy
- Department of Oncology, Fondazione IRCCS Policlinico San Matteo, 27100 Pavia, Italy
| | - Francesco Serra
- Department of Internal Medicine and Medical Therapy, University of Pavia, 27100 Pavia, Italy
- Department of Oncology, Fondazione IRCCS Policlinico San Matteo, 27100 Pavia, Italy
| | - Alessandro Vanoli
- Department of Molecular Medicine, University of Pavia, 27100 Pavia, Italy
- Anatomic Pathology Unit, Fondazione IRCCS Policlinico San Matteo, 27100 Pavia, Italy
| | - Paolo Pedrazzoli
- Department of Internal Medicine and Medical Therapy, University of Pavia, 27100 Pavia, Italy
- Department of Oncology, Fondazione IRCCS Policlinico San Matteo, 27100 Pavia, Italy
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Wang X, Gao X, Yu J, Zhang X, Nie Y. Emerging trends in early-onset gastric cancer. Chin Med J (Engl) 2024:00029330-990000000-01179. [PMID: 39148190 PMCID: PMC11407816 DOI: 10.1097/cm9.0000000000003259] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Indexed: 08/17/2024] Open
Abstract
ABSTRACT The incidence of early-onset gastric cancer (EOGC) is consistently increasing, and its etiology is notably complex. This increase may be attributed to distinctive factors that differ from those associated with late-onset gastric cancer (LOGC), including genetic predispositions, dietary factors, gastric microbiota dysbiosis, and screening of high-risk cases. These factors collectively contribute to the onset of cancer. EOGC significantly differs from LOGC in terms of clinicopathological and molecular characteristics. Moreover, multiple differences in prognosis and clinical management also exist. This study aimed to systematically review the latest research advancements in the epidemiological characteristics, etiological factors, clinicopathological and molecular features, prognosis, and treatment modalities of EOGC.
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Affiliation(s)
- Xinlin Wang
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers, Xi'an, Shaanxi 710032, China
- National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, Shaanxi 710032, China
| | - Xianchun Gao
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers, Xi'an, Shaanxi 710032, China
- National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, Shaanxi 710032, China
| | - Jun Yu
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers, Xi'an, Shaanxi 710032, China
- National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, Shaanxi 710032, China
| | - Xiaotian Zhang
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers, Xi'an, Shaanxi 710032, China
- Beijing Key Laboratory of Carcinogenesis and Translational Research, Department of Gastrointestinal Oncology, Peking University Cancer Hospital & Institute, Beijing 100142, China
| | - Yongzhan Nie
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers, Xi'an, Shaanxi 710032, China
- National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, Shaanxi 710032, China
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Fridland S, Kim HS, Chae YK. Differential impact of intratumor heterogeneity (ITH) on survival outcomes in early-stage lung squamous and adenocarcinoma based on tumor mutational burden (TMB). Transl Lung Cancer Res 2024; 13:1481-1494. [PMID: 39118891 PMCID: PMC11304137 DOI: 10.21037/tlcr-24-226] [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: 03/20/2024] [Accepted: 06/06/2024] [Indexed: 08/10/2024]
Abstract
Background Molecular biomarkers are reshaping patient stratification and treatment decisions, yet their precise use and best implementation remain uncertain. Intratumor heterogeneity (ITH), an area of increasing research interest with prognostic value across various conditions, lacks defined clinical relevance in certain non-small cell lung cancer (NSCLC) subtypes. Exploring the relationship between ITH and tumor mutational burden (TMB) is crucial, as their interplay might reveal distinct patient subgroups. This study evaluates how the ITH-TMB dynamic affects prognosis across the two main histological subtypes of NSCLC, squamous cell and adenocarcinoma, with a specific focus on early-stage cases to address their highly unmet clinical needs. Methods We stratify a cohort of 741 early-stage NSCLC patients from The Cancer Genome Atlas (TCGA) based on ITH and TMB and evaluate differences in clinical outcomes. Additionally, we compare driver mutations and the tumor microenvironment (TME) between high and low ITH groups. Results In lung squamous cell carcinoma (LUSC), high ITH predicts an extended progression-free survival (PFS) (median: 21 vs. 14 months, P=0.01), while in lung adenocarcinoma (LUAD), high ITH predicts a reduced PFS (median: 15 vs. 20 months, P=0.04). This relationship is driven by the low TMB subset of patients. Additionally, we found that CD8 T cells were enriched in better-performing subgroups, regardless of histologic subtype or ITH status. Conclusions There are significant differences in clinical outcomes, driver mutations, and the TME between high and low ITH groups among early-stage NSCLC patients. These differences may have treatment implications, necessitating further validation in other NSCLC datasets.
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Affiliation(s)
- Stanislav Fridland
- Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Hye Sung Kim
- Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Young Kwang Chae
- Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
- Department of Medicine, Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Chicago, IL, USA
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Zhou KI, Hanks BA, Strickler JH. Management of Microsatellite Instability High (MSI-H) Gastroesophageal Adenocarcinoma. J Gastrointest Cancer 2024; 55:483-496. [PMID: 38133871 PMCID: PMC11186732 DOI: 10.1007/s12029-023-01003-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/17/2023] [Indexed: 12/23/2023]
Abstract
BACKGROUND Gastroesophageal cancer is a major cause of cancer-related mortality worldwide. Treatment of both early stage and advanced disease remains highly reliant on cytotoxic chemotherapy. About 4-24% of gastroesophageal cancers are microsatellite instability high (MSI-H). The MSI-H subtype is associated with favorable prognosis, resistance to cytotoxic chemotherapy, and sensitivity to immune checkpoint inhibitors (ICI). Recent studies have demonstrated promising activity of ICIs in the MSI-H subtype, resulting in fundamental changes in the management of MSI-H gastroesophageal adenocarcinoma. PURPOSE In this review, we discuss the prevalence, characteristics, prognosis, and management of MSI-H gastroesophageal adenocarcinoma, with a focus on recent and ongoing studies that have changed the landscape of treatment for the MSI-H subtype. We also discuss current challenges in the management of resectable and advanced MSI-H gastroesophageal cancer, including the need for more accurate biomarkers of response to ICI therapy.
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Affiliation(s)
- Katherine I Zhou
- Division of Medical Oncology, Department of Medicine, Duke University, Durham, NC, USA
| | - Brent A Hanks
- Division of Medical Oncology, Department of Medicine, Duke University, Durham, NC, USA
- Department of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA
| | - John H Strickler
- Division of Medical Oncology, Department of Medicine, Duke University, Durham, NC, USA.
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Sánchez-Ramón S, Fuentes-Antrás J, Rider NL, Pérez-Segura P, de la Fuente-Muñoz E, Fernández-Arquero M, Neves E, Pérez de Diego R, Ocaña A, Guevara-Hoyer K. Exploring gastric cancer genetics: A turning point in common variable immunodeficiency. THE JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY. GLOBAL 2024; 3:100203. [PMID: 38283086 PMCID: PMC10818086 DOI: 10.1016/j.jacig.2023.100203] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Revised: 10/11/2023] [Accepted: 10/31/2023] [Indexed: 01/30/2024]
Abstract
Background Gastric cancer (GC) stands as a prominent cause of cancer-related mortality and ranks second among the most frequently diagnosed malignancies in individuals with common variable immunodeficiency (CVID). Objective We sought to conduct a comprehensive, large-scale genetic analysis to explore the CVID-associated germline variant landscape within gastric adenocarcinoma samples and to seek to delineate the transcriptomic similarities between GC and CVID. Methods We investigated the presence of CVID-associated germline variants in 1591 GC samples and assessed their impact on tumor mutational load. The progression of GC was evaluated in patients with and without these variants. Transcriptomic similarities were explored by matching differentially expressed genes in GC to healthy gastric tissue with a CVID transcriptomic signature. Results CVID-associated germline variants were found in 60% of GC samples. Our analysis revealed a significant association between the presence of CVID-related genetic variants and higher tumor mutational load in GC (P < .0001); high GC mutational load seems to be linked to immunotherapy response and worse prognosis. Transcriptomic similarities unveiled key genes and pathways implicated in innate immune responses and tumorigenesis. We identified upregulated genes related to oncogene drivers, inflammation, tumor suppression, DNA repair, and downregulated immunomodulatory genes shared between GC and CVID. Conclusions Our findings contribute to a deeper understanding of potential molecular modulators of GC and shed light on the intricate interplay between immunodeficiency and cancer. This study underscores the clinical relevance of CVID-related variants in influencing GC progression and opens avenues for further exploration into novel therapeutic approaches.
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Affiliation(s)
- Silvia Sánchez-Ramón
- Cancer Immunomonitoring and Immune-Mediated Diseases Research Unit, San Carlos Health Research Institute (IdSSC), Department of Clinical Immunology, San Carlos University Hospital, Madrid, Spain
- Department of Clinical Immunology, Instituto de médicina de laboratorio (IML) and IdSSC, San Carlos University Hospital, Madrid, Spain
- Department of Immunology, Ophthalmology and ENT, School of Medicine, Universidad Complutense, Madrid, Spain
| | - Jesús Fuentes-Antrás
- Department of Medical Oncology, IdSSC, San Carlos University Hospital, Madrid, Spain
- Experimental Therapeutics and Translational Oncology Unit, Department of Medical Oncology, IdSSC, San Carlos University Hospital, and CIBERONC, Madrid, Spain
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada
| | - Nicholas L. Rider
- Division of Clinical Informatics, Pediatrics, Allergy and Immunology, Liberty University College of Osteopathic Medicine and Collaborative Health Partners, Lynchburg, Va
| | - Pedro Pérez-Segura
- Department of Medical Oncology, IdSSC, San Carlos University Hospital, Madrid, Spain
| | - Eduardo de la Fuente-Muñoz
- Cancer Immunomonitoring and Immune-Mediated Diseases Research Unit, San Carlos Health Research Institute (IdSSC), Department of Clinical Immunology, San Carlos University Hospital, Madrid, Spain
- Department of Clinical Immunology, Instituto de médicina de laboratorio (IML) and IdSSC, San Carlos University Hospital, Madrid, Spain
- Department of Immunology, Ophthalmology and ENT, School of Medicine, Universidad Complutense, Madrid, Spain
| | - Miguel Fernández-Arquero
- Cancer Immunomonitoring and Immune-Mediated Diseases Research Unit, San Carlos Health Research Institute (IdSSC), Department of Clinical Immunology, San Carlos University Hospital, Madrid, Spain
- Department of Clinical Immunology, Instituto de médicina de laboratorio (IML) and IdSSC, San Carlos University Hospital, Madrid, Spain
- Department of Immunology, Ophthalmology and ENT, School of Medicine, Universidad Complutense, Madrid, Spain
| | - Esmeralda Neves
- Department of Immunology, Centro Hospitalar e Universitário de Santo António, Porto, Portugal
| | - Rebeca Pérez de Diego
- Department of Immunology, Ophthalmology and ENT, School of Medicine, Universidad Complutense, Madrid, Spain
- Laboratory of Immunogenetics of Human Diseases, IdiPAZ Institute for Health Research, Madrid, Spain
| | - Alberto Ocaña
- Department of Medical Oncology, IdSSC, San Carlos University Hospital, Madrid, Spain
- Experimental Therapeutics and Translational Oncology Unit, Department of Medical Oncology, IdSSC, San Carlos University Hospital, and CIBERONC, Madrid, Spain
| | - Kissy Guevara-Hoyer
- Cancer Immunomonitoring and Immune-Mediated Diseases Research Unit, San Carlos Health Research Institute (IdSSC), Department of Clinical Immunology, San Carlos University Hospital, Madrid, Spain
- Department of Clinical Immunology, Instituto de médicina de laboratorio (IML) and IdSSC, San Carlos University Hospital, Madrid, Spain
- Department of Immunology, Ophthalmology and ENT, School of Medicine, Universidad Complutense, Madrid, Spain
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Ye L, Chu X, Ni J, Chu L, Yang X, Zhu Z. NGS-based Tissue-Blood TMB Comparison and Blood-TMB Monitoring in Stage-III Non-Small Cell Lung Cancer Treated with Concurrent Chemoradiotherapy. Cancer Invest 2024; 42:165-175. [PMID: 38390854 DOI: 10.1080/07357907.2024.2316297] [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: 01/30/2022] [Accepted: 02/05/2024] [Indexed: 02/24/2024]
Abstract
In this study, we analyzed the blood-based TMB (b-TMB) and its dynamic changes in patients with locally advanced non-small cell lung cancer (LA-NSCLC) who received concurrent chemoradiotherapy. Baseline tissue and blood TMB from 15 patients showed a strong positive correlation (Pearson correlation = 0.937), and nearly all mutations were markedly reduced in the later course of treatment, indicating a treatment-related response. This study suggests that in patients with LA-NSCLC, b-TMB is a reliable biomarker, and its dynamic monitoring can help distinguish patients who might benefit most from the consolidated immunotherapy.
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Affiliation(s)
- Luxi Ye
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Xiao Chu
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Jianjiao Ni
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Li Chu
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Xi Yang
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Zhengfei Zhu
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- Institute of Thoracic Oncology, Fudan University, Shanghai, China
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Ma C, Teng Q, Shang L, Du F, Li L. Tumor mutation load better predicts the prognosis of patients treated with immune checkpoint inhibitors in upper gastrointestinal cancers: A systematic review and meta-analysis. Cancer Rep (Hoboken) 2024; 7:e1959. [PMID: 38204354 PMCID: PMC10849990 DOI: 10.1002/cnr2.1959] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Revised: 11/21/2023] [Accepted: 12/04/2023] [Indexed: 01/12/2024] Open
Abstract
BACKGROUND Tumor mutational load (TML) has emerged as a potential biomarker for multiple solid tumors. However, data on its prognostic impact on upper gastrointestinal (UGI) cancer are limited. Therefore, the aim of this systematic review and meta-analysis was to assess the prognostic value of TML for the survival of patients with UGI cancer. METHOD A comprehensive search of the PubMed, Embase, Cochrane Library, and Web of Science databases was conducted up to February 13, 2023. Eleven studies met our inclusion criteria. Hazard ratios (HRs) for progression-free survival and overall survival and their 95% confidence intervals (CIs) were calculated. Subsequently, the combined HR and its 95% CI were calculated for UGI tract cancers in the high and low TML groups. I2 statistics and p-values were used to evaluate heterogeneity. Publication bias, sensitivity, and subgroup analyses were performed to determine sources of heterogeneity. RESULTS In total, 932 patients with UGI tract cancer from 11 publications were included. The high TML group treated with immunotherapy showed significantly improved overall survival (HR = 0.68; 95% CI: 0.53, 0.86; p = .001) and progression-free survival (HR = 0.74; 95% CI: 0.58, 0.95; p = .020) compared with the low TML group. CONCLUSION Our study demonstrated that patients with UGI tumors and higher TML have a better prognosis with immunotherapy, suggesting that TML is a promising predictive biomarker for immunotherapy. REGISTRATION The study protocol was registered with the International Prospective Register of Systematic Reviews (PROSPERO Registration No: CRD42023405596).
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Affiliation(s)
- Chenghao Ma
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital, Cheeloo College of MedicineShandong UniversityJinanChina
| | - Qiong Teng
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital, Cheeloo College of MedicineShandong UniversityJinanChina
| | - Liang Shang
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital, Cheeloo College of MedicineShandong UniversityJinanChina
- Department of Gastrointestinal SurgeryShandong Provincial Hospital Affiliated to Shandong First Medical UniversityJinanChina
| | - Fengying Du
- Department of Gastrointestinal SurgeryShandong Provincial Hospital Affiliated to Shandong First Medical UniversityJinanChina
| | - Leping Li
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital, Cheeloo College of MedicineShandong UniversityJinanChina
- Department of Gastrointestinal SurgeryShandong Provincial Hospital Affiliated to Shandong First Medical UniversityJinanChina
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Chung Y, Nam SK, Chang HE, Lee C, Kang GH, Lee HS, Park KU. Evaluation of an eight marker-panel including long mononucleotide repeat markers to detect microsatellite instability in colorectal, gastric, and endometrial cancers. BMC Cancer 2023; 23:1100. [PMID: 37953261 PMCID: PMC10641958 DOI: 10.1186/s12885-023-11607-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Accepted: 11/02/2023] [Indexed: 11/14/2023] Open
Abstract
BACKGROUND Accurate determination of microsatellite instability (MSI) status is critical for optimal treatment in cancer patients. Conventional MSI markers can sometimes display subtle shifts that are difficult to interpret, especially in non-colorectal cases. We evaluated an experimental eight marker-panel including long mononucleotide repeat (LMR) markers for detection of MSI. METHODS The eight marker-panel was comprised of five conventional markers (BAT-25, BAT-26, NR-21, NR-24, and NR-27) and three LMR markers (BAT-52, BAT-59 and BAT-62). MSI testing was performed against 300 specimens of colorectal, gastric, and endometrial cancers through PCR followed by capillary electrophoresis length analysis. RESULTS The MSI testing with eight marker-panel showed 99.3% (295/297) concordance with IHC analysis excluding 3 MMR-focal deficient cases. The sensitivity of BAT-59 and BAT-62 was higher than or comparable to that of conventional markers in gastric and endometrial cancer. The mean shift size was larger in LMR markers compared to conventional markers for gastric and endometrial cancers. CONCLUSIONS The MSI testing with eight maker-panel showed comparable performance with IHC analysis. The LMR markers, especially BAT-59 and BAT-62, showed high sensitivity and large shifts which can contribute to increased confidence in MSI classification, especially in gastric and endometrial cancers. Further study is needed with large number of samples for the validation of these LMR markers.
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Affiliation(s)
- Yousun Chung
- Department of Laboratory Medicine, Kangdong Sacred Heart Hospital, Seoul, Republic of Korea
| | - Soo Kyung Nam
- Department of Interdisciplinary Program in Cancer Biology, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Ho Eun Chang
- Department of Laboratory Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Cheol Lee
- Department of Pathology, Seoul National University College of Medicine, Seoul, Republic of Korea
- Department of Pathology, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea
| | - Gyeong Hoon Kang
- Department of Pathology, Seoul National University College of Medicine, Seoul, Republic of Korea
- Department of Pathology, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea
| | - Hye Seung Lee
- Department of Pathology, Seoul National University College of Medicine, Seoul, Republic of Korea.
- Department of Pathology, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea.
| | - Kyoung Un Park
- Department of Laboratory Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea.
- Department of Laboratory Medicine, Seoul National University Bundang Hospital, 82 Gumi-ro 173, Bundang-gu, Seongnam, 13620, Republic of Korea.
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Ke L, Li S, Huang D. The predictive value of tumor mutation burden on survival of gastric cancer patients treated with immune checkpoint inhibitors: A systematic review and meta-analysis. Int Immunopharmacol 2023; 124:110986. [PMID: 37748223 DOI: 10.1016/j.intimp.2023.110986] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Revised: 09/20/2023] [Accepted: 09/21/2023] [Indexed: 09/27/2023]
Abstract
BACKGROUND Tumor mutation burden (TMB) is a complement to traditional biomarkers related to the efficacy of immune checkpoint inhibitors (ICIs). The relationship between TMB and the efficacy of ICIs in gastric cancer was controversial. The systematic review and meta-analysis were conducted to investigate the predictive value of TMB on survival of gastric cancer patients treated with ICIs. METHODS We searched the databases PubMed, Embase, and Web of Science for articles, then screened eligible articles according to inclusion criteria. The effective data were extracted to calculate the pooled effects of hazard ratio (HR) for overall survival (OS) and progression-free survival (PFS), then perform publication bias, sensitivity analysis, and subgroup analysis by STATA 16.0. RESULTS The high TMB patients showed significantly longer survival than the low TMB patients (OS: HR 0.65,95% CI 0.55, 0.77, p < 0.001; PFS: HR 0.51, 95% CI 0.33, 0.77, p = 0.001). In the Asian subgroup, patients with high TMB exhibited better prognosis compared to low TMB (OS: HR 0.56, 95% CI 0.43, 0.72, p < 0.001; PFS: HR 0.45, 95% CI 0.28, 0.72, p = 0.001). In the non-Asian subgroup, the survival benefit was observed to be skewed toward patients with high TMB, but it was not statistically significant (OS:HR 0.61, 95% CI 0.32, 1.16, p = 0.133; PFS:HR 0.68, 95% CI 0.31, 1.48, p = 0.322). CONCLUSIONS This meta-analysis demonstrated that gastric cancer patients with high TMB showed significant benefits from ICIs compared to those with low TMB patients, particularly in Asian populations.
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Affiliation(s)
- Liyuan Ke
- Department of Pharmacy, Cancer Hospital of China Medical University, Liaoning Cancer Hospital and Institute, Shenyang, China.
| | - Su Li
- Department of Pharmacy, Cancer Hospital of China Medical University, Liaoning Cancer Hospital and Institute, Shenyang, China
| | - Danxue Huang
- Department of Pharmacy, Cancer Hospital of China Medical University, Liaoning Cancer Hospital and Institute, Shenyang, China
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Zhang B, Wang C, Wu H, Wang F, Chai Y, Hu Y, Wang B, Yu Z, Xia R, Xu R, Cao X. MFSD2A potentiates gastric cancer response to anti-PD-1 immunotherapy by reprogramming the tumor microenvironment to activate T cell response. Cancer Commun (Lond) 2023; 43:1097-1116. [PMID: 37539769 PMCID: PMC10565382 DOI: 10.1002/cac2.12476] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2023] [Revised: 06/12/2023] [Accepted: 07/25/2023] [Indexed: 08/05/2023] Open
Abstract
BACKGROUND The efficacy of anti-programmed cell death protein 1 (PD-1) immunotherapy in various cancers, including gastric cancer (GC), needs to be potentiated by more effective targeting to enhance therapeutic efficacy or identifying accurate biomarkers to predict clinical responses. Here, we attempted to identify molecules predicting or/and promoting anti-PD-1 therapeutic response in advanced GC (AGC). METHODS The transcriptome of AGC tissues from patients with different clinical responses to anti-PD-1 immunotherapy and GC cells was analyzed by RNA sequencing. The protein and mRNA levels of the major facilitator superfamily domain containing 2A (MFSD2A) in GC cells were assessed via quantitative real-time polymerase chain reaction, Western blotting, and immunohistochemistry. Additionally, the regulation of anti-PD-1 response by MFSD2A was studied in tumor-bearing mice. Cytometry by Time-of-Flight, multiple immunohistochemistry, and flow cytometry assays were used to explore immunological responses. The effects of MFSD2A on lipid metabolism in mice cancer tissue and GC cells was detected by metabolomics. RESULTS Higher expression of MFSD2A in tumor tissues of AGC patients was associated with better response to anti-PD-1 immunotherapy. Moreover, MFSD2A expression was lower in GC tissues compared to adjacent normal tissues, and its expression was inversely correlated with GC stage. The overexpression of MFSD2A in GC cells enhanced the efficacy of anti-PD-1 immunotherapy in vivo by reprogramming the tumor microenvironment (TME), characterized by increased CD8+ T cell activation and reduced its exhaustion. MFSD2A inhibited transforming growth factor β1 (TGFβ1) release from GC cells by suppressing cyclooxygenase 2 (COX2)-prostaglandin synthesis, which consequently reprogrammed TME to promote anti-tumor T cell activation. CONCLUSIONS MFSD2A potentially serves as a predictive biomarker for anti-PD-1 immunotherapy response in AGC patients. MFSD2A may be a promising therapeutic target to potentiate the efficacy of anti-PD-1 immunotherapy by reprogramming the TME to promote T cells activation.
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Affiliation(s)
- Bin Zhang
- National Key Laboratory of Immunity and InflammationSuzhou Institute of Systems Medicine, Chinese Academy of Medical Sciences & Peking Union Medical CollegeSuzhouJiangsuP. R. China
| | - Chun‐Mei Wang
- National Key Laboratory of Immunity and InflammationSuzhou Institute of Systems Medicine, Chinese Academy of Medical Sciences & Peking Union Medical CollegeSuzhouJiangsuP. R. China
- Department of ImmunologyCenter for ImmunotherapyInstitute of Basic Medical SciencesChinese Academy of Medical Sciences & Peking Union Medical CollegeBeijingP. R. China
| | - Hao‐Xiang Wu
- Sun Yat‐sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer MedicineGuangzhouGuangdongP. R. China
| | - Feng Wang
- Sun Yat‐sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer MedicineGuangzhouGuangdongP. R. China
| | - Yang‐Yang Chai
- Department of ImmunologyCenter for ImmunotherapyInstitute of Basic Medical SciencesChinese Academy of Medical Sciences & Peking Union Medical CollegeBeijingP. R. China
| | - Ye Hu
- Institute of Immunology, College of Life Sciences, Nankai UniversityTianjinP. R. China
| | - Bing‐Jing Wang
- Department of ImmunologyCenter for ImmunotherapyInstitute of Basic Medical SciencesChinese Academy of Medical Sciences & Peking Union Medical CollegeBeijingP. R. China
| | - Zhou Yu
- National Key Laboratory of Immunity and InflammationSuzhou Institute of Systems Medicine, Chinese Academy of Medical Sciences & Peking Union Medical CollegeSuzhouJiangsuP. R. China
| | - Rong‐Hua Xia
- National Key Laboratory of Immunity and InflammationSuzhou Institute of Systems Medicine, Chinese Academy of Medical Sciences & Peking Union Medical CollegeSuzhouJiangsuP. R. China
| | - Rui‐Hua Xu
- Sun Yat‐sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer MedicineGuangzhouGuangdongP. R. China
| | - Xue‐Tao Cao
- National Key Laboratory of Immunity and InflammationSuzhou Institute of Systems Medicine, Chinese Academy of Medical Sciences & Peking Union Medical CollegeSuzhouJiangsuP. R. China
- Department of ImmunologyCenter for ImmunotherapyInstitute of Basic Medical SciencesChinese Academy of Medical Sciences & Peking Union Medical CollegeBeijingP. R. China
- Institute of Immunology, College of Life Sciences, Nankai UniversityTianjinP. R. China
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11
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Scobie MR, Zhou KI, Ahmed S, Kelley MJ. Utility of Tumor Mutational Burden as a Biomarker for Response to Immune Checkpoint Inhibition in the VA Population. JCO Precis Oncol 2023; 7:e2300176. [PMID: 38039430 DOI: 10.1200/po.23.00176] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 07/26/2023] [Accepted: 08/24/2023] [Indexed: 12/03/2023] Open
Abstract
PURPOSE Immune checkpoint inhibitors (ICIs) are used for an increasing number of indications across various tumor types, as well as several tumor-agnostic indications in patients with advanced cancer. Although many patients benefit from ICI therapy, others do not, highlighting a need for better predictive biomarkers. Tumor mutational burden (TMB) reflects the global number of mutations within a tumor and has been widely explored as a predictive biomarker of ICI response. The current tumor type-agnostic US Food and Drug Administration approval of pembrolizumab for metastatic solid tumors defines high TMB (TMB-H) as ≥10 mut/Mb as measured by FoundationOne CDx. This fixed cutoff may not be the ideal value across all solid tumors. METHODS We performed a retrospective analysis of the association of survival outcomes with TMB in patients treated with ICI for five major cancer types, using real-world data from the VA. Survival was measured from initiation of ICI, and Kaplan-Meier survival curves were compared by log-rank test. RESULTS Overall survival (OS) was significantly longer for patients with TMB-H versus TMB low tumors in non-small-cell lung cancer (NSCLC; n = 1,593), head and neck (H&N) cancer (n = 222), and urothelial cancer (n = 332). OS was not significantly different based on TMB status in melanoma (n = 207) or esophageal/gastric cancer (n = 248). CONCLUSION Consistent with previous studies, a predictive value of TMB ≥10 mut/Mb for ICI response was found in NSCLC and H&N, but not in esophageal/gastric cancer. Although inconclusive in the literature, significant association was found in urothelial cancer. The predictive value of TMB in melanoma was inconclusive. Our analysis does not support the use of a fixed threshold for TMB as a standalone predictive biomarker for ICI across all solid tumors.
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Affiliation(s)
- Micaela R Scobie
- Department of Veterans Affairs, National Oncology Program, Washington, DC
- Division of Hematology-Oncology, Durham VA Medical Center, Durham, NC
| | - Katherine I Zhou
- Division of Hematology-Oncology, Durham VA Medical Center, Durham, NC
- Division of Medical Oncology, Department of Medicine, Duke University, Durham, NC
| | - Sara Ahmed
- Department of Veterans Affairs, National Oncology Program, Washington, DC
| | - Michael J Kelley
- Department of Veterans Affairs, National Oncology Program, Washington, DC
- Division of Hematology-Oncology, Durham VA Medical Center, Durham, NC
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12
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Shin M, Ahn S, Jung J, Hyung S, Kim K, Kim ST, Kang WK, Lee J. Impact of programmed death-ligand 1 (PD-L1) positivity on clinical and molecular features of patients with metastatic gastric cancer. Cancer Med 2023; 12:18633-18642. [PMID: 37654198 PMCID: PMC10557860 DOI: 10.1002/cam4.6472] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Revised: 07/13/2023] [Accepted: 08/11/2023] [Indexed: 09/02/2023] Open
Abstract
BACKGROUND Programmed death-ligand 1 (PD-L1) is an important screening biomarker to select patients with gastric cancer (GC) for optimized treatment, including immune checkpoint inhibitors (ICI). METHODS In this single-institution retrospective cohort study, patients with metastatic GC with available PD-L1 results between October 2019 and September 2021 were identified by reviewing their electronic medical records. Genomic data were obtained from the Samsung Medical Center Clinical Sequencing Platform. RESULTS Among the 399 patients, 276 (69%) had a PD-L1 combined positive score (CPS) ≥1, 155 (39%) had a CPS between 1 and 5, and 121 (30%) had a CPS ≥5. Of the 121 patients with CPS ≥5, 28 (23%) had a known etiology for "inflamed tumor," with Epstein-Barr virus (EBV) positivity (N = 11) or high tumor mutational burden (TMB) (N = 17), which included microsatellite instability (MSI) (N = 9). PD-L1 CPS ≥5 was observed in 11/11 (100%) patients with EBV positivity, 9/12 (75%) patients with MSI, and 17/33 (52%) patients with high TMB. For the 108 patients who received ICI therapy, CPS ≥5 was the only predictor significantly associated with survival in multivariable analyses, including TMB, MSI, or EBV. Objective response rate (ORR) was 49% in patients with CPS ≥5, 30% in patients with 1 ≤ CPS <5, and 19% in patients with CPS <1. Among the 31 responders to ICI therapy, 27 (87%) had a CPS of ≥1. Mutations in TET2, IRS2, DOT1L, PTPRT, and LRP1B were associated with a higher ORR (63%-100%), whereas MDC1 mutations were associated with a low ORR (22%). CONCLUSIONS PD-L1 expression is an independent and sensitive biomarker for ICI therapy. Considering its significant association with several gene alterations, including PIK3CA mutations and MET amplification, combining ICI therapy with other targeted agents may be a promising therapeutic strategy for GC.
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Affiliation(s)
- Minkyue Shin
- Division of Hematology‐Oncology, Department of MedicineSungkyunkwan University School of Medicine, Samsung Medical CenterSeoulSouth Korea
| | - Soomin Ahn
- Department of Pathology and Translational GenomicsSungkyunkwan University School of Medicine, Samsung Medical CenterSeoulSouth Korea
| | - Jaeyun Jung
- Innovative Institute for Precision Medicine, Samsung Medical CenterSeoulSouth Korea
| | - Sujin Hyung
- Innovative Institute for Precision Medicine, Samsung Medical CenterSeoulSouth Korea
| | - Kyoung‐Mee Kim
- Department of Pathology and Translational GenomicsSungkyunkwan University School of Medicine, Samsung Medical CenterSeoulSouth Korea
| | - Seung Tae Kim
- Division of Hematology‐Oncology, Department of MedicineSungkyunkwan University School of Medicine, Samsung Medical CenterSeoulSouth Korea
| | - Won Ki Kang
- Division of Hematology‐Oncology, Department of MedicineSungkyunkwan University School of Medicine, Samsung Medical CenterSeoulSouth Korea
| | - Jeeyun Lee
- Division of Hematology‐Oncology, Department of MedicineSungkyunkwan University School of Medicine, Samsung Medical CenterSeoulSouth Korea
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13
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Kim M, Jeong JY, Seo AN. Biomarkers for Predicting Response to Personalized Immunotherapy in Gastric Cancer. Diagnostics (Basel) 2023; 13:2782. [PMID: 37685320 PMCID: PMC10487043 DOI: 10.3390/diagnostics13172782] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 08/21/2023] [Accepted: 08/27/2023] [Indexed: 09/10/2023] Open
Abstract
Despite advances in diagnostic imaging, surgical techniques, and systemic therapy, gastric cancer (GC) is the third leading cause of cancer-related death worldwide. Unfortunately, molecular heterogeneity and, consequently, acquired resistance in GC are the major causes of failure in the development of biomarker-guided targeted therapies. However, by showing promising survival benefits in some studies, the recent emergence of immunotherapy in GC has had a significant impact on treatment-selectable procedures. Immune checkpoint inhibitors (ICIs), widely indicated in the treatment of several malignancies, target inhibitory receptors on T lymphocytes, including the programmed cell death protein (PD-1)/programmed death-ligand 1 (PD-L1) axis and cytotoxic T-lymphocyte-associated protein 4 (CTLA4), and release effector T-cells from negative feedback signals. In this article, we review currently available predictive biomarkers (including PD-L1, microsatellite instability, Epstein-Barr virus, and tumor mutational burden) that affect the ICI treatment response, focusing on PD-L1 expression. We further briefly describe other potential biomarkers or mechanisms for predicting the response to ICIs in GC. This review may facilitate the expansion of the understanding of biomarkers for predicting the response to ICIs and help select the appropriate therapeutic approaches for patients with GC.
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Affiliation(s)
- Moonsik Kim
- Department of Pathology, School of Medicine, Kyungpook National University, 136-gil 90, Chilgokjungang-daero, Buk-gu, Daegu 41405, Republic of Korea; (M.K.); (J.Y.J.)
- Department of Pathology, Kyungpook National University Chilgok Hospital, 807 Hogukno, Buk-gu, Daegu 41404, Republic of Korea
| | - Ji Yun Jeong
- Department of Pathology, School of Medicine, Kyungpook National University, 136-gil 90, Chilgokjungang-daero, Buk-gu, Daegu 41405, Republic of Korea; (M.K.); (J.Y.J.)
- Department of Pathology, Kyungpook National University Chilgok Hospital, 807 Hogukno, Buk-gu, Daegu 41404, Republic of Korea
| | - An Na Seo
- Department of Pathology, School of Medicine, Kyungpook National University, 136-gil 90, Chilgokjungang-daero, Buk-gu, Daegu 41405, Republic of Korea; (M.K.); (J.Y.J.)
- Department of Pathology, Kyungpook National University Chilgok Hospital, 807 Hogukno, Buk-gu, Daegu 41404, Republic of Korea
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14
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Nie Y, Zhao W, Lu L, Zhou F. Predictive biomarkers and new developments of immunotherapy in gastric cancer: a 2023 update. Am J Cancer Res 2023; 13:3169-3184. [PMID: 37559976 PMCID: PMC10408463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Accepted: 06/29/2023] [Indexed: 08/11/2023] Open
Abstract
Gastric cancer is an extremely common digestive tract tumor. The promotion and application of standardized therapy, treatment scheme optimization, and development of new targeted drugs and immunotherapies have improved gastric cancer survival somewhat. However, gastric cancer prognosis generally remains non-optimistic. Immune checkpoint inhibitors (ICI) have gradually become a new choice for gastric cancer treatment and can prolong the survival of some patients. Among them, high-microsatellite instability, Epstein-Barr virus-positive status, or high-tumor mutational burden patients with gastric cancer may be the potential population to benefit from immunotherapy. Nevertheless, there remains a lack of unified and effective predictive markers. Accordingly, this review mainly focused on the possible predictive biomarkers of anti-PD-1/PD-L1 in gastric cancer treatment. Furthermore, the application of anti-PD-1/PD-L1 therapy-related clinical trials on gastric cancer is discussed. The current findings suggest that immunotherapy is a promising application in gastric cancer treatment. Therefore, combining immunotherapy and other therapies may be the trend in the future. Nevertheless, exploring biomarkers to predict ICI response remains a major challenge.
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Affiliation(s)
- Yanli Nie
- Department of Gastrointestinal Medical Oncology, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and TechnologyWuhan 430079, Hubei, China
| | - Wei Zhao
- PLA Rocket Force Characteristic Medical CenterBeijing 100088, China
| | - Li Lu
- Department of Gastrointestinal Surgical Oncology, Hubei Cancer Hospital, Tongji Medical College, Huazhong University of Science and TechnologyWuhan 430079, Hubei, China
| | - Fuxiang Zhou
- Department of Radiation Oncology and Medical Oncology, Zhongnan Hospital of Wuhan UniversityWuhan 430071, Hubei, China
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15
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Pihlak R, Fong C, Starling N. Targeted Therapies and Developing Precision Medicine in Gastric Cancer. Cancers (Basel) 2023; 15:3248. [PMID: 37370858 PMCID: PMC10296575 DOI: 10.3390/cancers15123248] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2023] [Revised: 05/26/2023] [Accepted: 05/29/2023] [Indexed: 06/29/2023] Open
Abstract
Gastric cancer is an aggressive disease with survival remaining poor in the advanced setting. More than a decade after the first targeted treatment was approved, still only HER2, MSI and PDL-1 status have reached everyday practice in terms of guiding treatment options for these patients. However, various new targets and novel treatments have recently been investigated and have shown promise in improving survival outcomes. In this review, we will summarise previous and currently ongoing studies on predictive biomarkers, possible new targeted treatments, potential reasons for conflicting trial results and hope for the future of precision medicine in gastric cancer.
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Affiliation(s)
| | | | - Naureen Starling
- Gastrointestinal/Lymphoma Unit, The Royal Marsden NHS Foundation Trust, London SW3 6JJ, UK; (R.P.); (C.F.)
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16
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Puhr HC, Reiter TJ, Preusser M, Prager GW, Ilhan-Mutlu A. Recent Advances in the Systemic Treatment of Localized Gastroesophageal Cancer. Cancers (Basel) 2023; 15:1900. [PMID: 36980786 PMCID: PMC10047169 DOI: 10.3390/cancers15061900] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Revised: 01/30/2023] [Accepted: 03/20/2023] [Indexed: 03/30/2023] Open
Abstract
The overall survival expectancy of localized gastroesophageal cancer patients still remains under 5 years despite advances in neoadjuvant and adjuvant treatment strategies in recent years. For almost a decade, immunotherapy has been successfully implemented as a first-line treatment for various oncological diseases in advanced stages. In the case of advanced gastroesophageal cancer, 2021 witnessed several approvals of immune checkpoint inhibitor therapies by different authorities. Although it is still a debate whether this treatment should be restricted to a certain subgroup of patients based on biomarker selection, immunotherapy agents are making remarkable steps in resectable settings as well. The Checkmate-577 study demonstrated significant benefits of nivolumab as an adjuvant treatment for resectable esophageal and gastroesophageal junction tumors and thereby obtained approvals both from U.S. American and European authorities. First results of further potential practice-changing clinical trials are expected in 2023, which might change the treatment armamentarium for resectable gastroesophageal cancers significantly. This review aims to demonstrate the advances of immunotherapy and targeted therapies in treatment of localized gastric, gastroesophageal junction and esophageal tumors and gives a short summary on promising ongoing clinical trials.
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Affiliation(s)
| | | | | | | | - Aysegül Ilhan-Mutlu
- Division of Oncology, Department of Medicine I, Medical University of Vienna, Waehringer Guertel 18-20, 1090 Vienna, Austria
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17
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Alfaro A, Zanabria D, Aguilar A, Jimenez-Solano SA, Zevallos A, Fajardo W. Gastric adenocarcinoma with high‑level microsatellite instability: A case report. Mol Clin Oncol 2023; 18:16. [PMID: 36798468 PMCID: PMC9926044 DOI: 10.3892/mco.2023.2612] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Accepted: 11/16/2022] [Indexed: 01/28/2023] Open
Abstract
Gastric cancer (GC) ranks fifth on the list of the most common malignancies worldwide. In Peru, gastric neoplasms are considered the second leading cause of mortality among males. Among the molecular subgroups of GC, microsatellite instability presents a favorable prognosis due to its hypermutated phenotype, which activates immunosurveillance. The present study describes the case of a 75-year-old patient, who was admitted in the hospital with a history of upper gastrointestinal bleeding and recurrent hospital admission, due to severe anemia. The patient presented with pale skin, normal vital functions, slight swelling of the lower extremities, and abdominal distention and bloating upon a physical examination. An endoscopic examination revealed an infiltrating circular ulcerated lesion. The histopathological analysis identified a moderately differentiated intestinal-type adenocarcinoma with pathological stage T3N0M0. Tumor genomic profiling demonstrated alterations in 15 different genes with a tumor mutational burden of 28 mutations/Mb. Finally, the patient underwent a partial gastrectomy without pre-operative chemotherapy. After 4 days, the patient presented with post-operative complications for which he was re-operated on. The patient did not survive. To the best of our knowledge, in the present case, pernicious anemia was an early sign of GC and a gastroscopy had to be performed. Furthermore, MutS homolog 3 alterations probably conditioned the presence of multiple frame-shift mutations.
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Affiliation(s)
- Alejandro Alfaro
- Department of Pathology, Hospital Nacional Dos de Mayo, Lima 15003, Peru
| | | | - Alfredo Aguilar
- Basic and Translational Research Unit, Oncosalud-AUNA, Lima 15036, Peru
| | - Sergio A. Jimenez-Solano
- Faculty of Natural Sciences and Mathematics, Universidad Nacional Federico Villarreal, Lima 15007, Peru
| | - Alejandra Zevallos
- School of Medicine, Universidad Privada San Juan Bautista, Lima 15067, Peru,Correspondence to: Professor Alejandra Zevallos, School of Medicine, Universidad Privada San Juan Bautista, Avenue José Antonio Lavalle N˚ 302-304 (Ex Hacienda Villa), Chorrillos, Lima 15067, Peru
| | - Williams Fajardo
- Department of Pathology, Hospital Nacional Dos de Mayo, Lima 15003, Peru,School of Medicine, Universidad Privada San Juan Bautista, Lima 15067, Peru
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18
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Zhao Z, Li C, Peng Y, Liu R, Li Q. Construction of an original anoikis-related prognostic model closely related to immune infiltration in gastric cancer. Front Genet 2023; 13:1087201. [PMID: 36685842 PMCID: PMC9845267 DOI: 10.3389/fgene.2022.1087201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Accepted: 12/02/2022] [Indexed: 01/05/2023] Open
Abstract
Background: Anoikis is considered as a particular type of programmed cell death, the weakness or resistance of which contributes greatly to the development and progression of most malignant solid tumors. However, the latent impact of anoikis-related genes (ARGs) on gastric cancer (GC) is still ambiguous. Based on these, this study established an anoikis-related prognostic model of GC to identify the prognosis of patients and provide more effective treatment in clinical practice. Methods: First, we extracted four public datasets containing the gene expression and clinicopathological information of GC, which were worked as the training and validating sets, separately. Then, an anoikis-related survival-predicted model of GC was developed via Lasso and COX regression analyses and verified by using the Kaplan-Meier (KM) curve and receiver operating characteristic (ROC) curve analyses. Next, we assigned GC patients to two groups characterized by the risk score calculated and analyzed somatic mutation, functional pathways, and immune infiltration between the different two groups. Finally, a unique nomogram was offered to clinicians to forecast the personal survival probability of GC patients. Results: Based on seven anoikis-related markers screened and identified, a carcinogenic model of risk score was produced. Patients placed in the high-score group suffered significantly worse overall survival (OS) in four cohorts. Additionally, the model revealed a high sensitivity and specificity to prognosticate the prognoses of GC patients [area under the ROC curve (AUC) at 5-year = 0.713; GSE84437, AUC at 5-year = 0.639; GSE15459, AUC at 5-year = 0.672; GSE62254, AUC at 5-year = 0.616]. Apart from the excellent predictive performance, the model was also identified as an independent prediction factor from other clinicopathological characteristics. Combining anoikis-related prognostic model with GC clinical features, we built a more comprehensive nomogram to foresee the likelihood of survival of GC patients in a given year, showing a well-accurate prediction performance. Conclusion: In summary, this study created a new anoikis-related signature for GC, which has potentially provided new critical insights into survival prediction and individualized therapy development.
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19
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Chen X, Mao D, Li D, Li W, Wei H, Deng C, Chen H, Zhang C. Identification and validation of a PD-L1-related signature from mass spectrometry in gastric cancer. J Cancer Res Clin Oncol 2023:10.1007/s00432-022-04529-6. [PMID: 36592213 PMCID: PMC10356661 DOI: 10.1007/s00432-022-04529-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Accepted: 12/12/2022] [Indexed: 01/03/2023]
Abstract
BACKGROUND According to the guidelines, PD-L1 expression is a critical indicator for guiding immunotherapy application. According to certain studies, regardless of PD-L1 expression, immunotherapy could be advantageous for individuals with gastric cancer. Therefore, new scoring systems or biomarkers are required to enhance treatment strategies. METHODS Mass spectrometry and machine learning were used to search for strongly related PD-L1 genes, and the NMF approach was then used to separate gastric cancer patients into two categories. Differentially expressed genes (DEGs) between the two subtypes identified in this investigation were utilized to develop the UBscore predictive model, which was verified by the Gene Expression Omnibus (GEO) database. Coimmunoprecipitation, protein expression, and natural killing (NK) cell coculture experiments were conducted to validate the findings. RESULTS A total of 123 proteins were identified as PD-L1 interactors that are substantially enriched in the proteasome complex at the mRNA level. Using random forest, 30 UPS genes were discovered in the GSE66229 cohort, and ANAPC7 was experimentally verified as one of 123 PD-L1 interactors. Depending on the expression of PD-L1 and ANAPC7, patients were separated into two subgroups with vastly distinct immune infiltration. Low UBscore was related to increased tumor mutation burden (TMB) and microsatellite instability-high (MSI-H). In addition, chemotherapy medications were more effective in individuals with a low UBscore. Finally, we discovered that ANAPC7 might lead to the incidence of immunological escape when cocultured with NK-92 cells. CONCLUSION According to our analysis of the PD-L1-related signature in GC, the UBscore played a crucial role in prognosis and had a strong relationship with TMB, MSI, and chemotherapeutic drug sensitivity. This research lays the groundwork for improving GC patient prognosis and treatment response.
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Affiliation(s)
- Xiancong Chen
- Digestive Diseases Center, The Seventh Affiliated Hospital of Sun Yat-Sen University, Shenzhen, China
- Guangdong Provincial Key Laboratory of Digestive Cancer Research, The Seventh Affiliated Hospital of Sun Yat-Sen University, Shenzhen, China
| | - Deli Mao
- Digestive Diseases Center, The Seventh Affiliated Hospital of Sun Yat-Sen University, Shenzhen, China
- Guangdong Provincial Key Laboratory of Digestive Cancer Research, The Seventh Affiliated Hospital of Sun Yat-Sen University, Shenzhen, China
| | - Dongsheng Li
- Digestive Diseases Center, The Seventh Affiliated Hospital of Sun Yat-Sen University, Shenzhen, China
- Guangdong Provincial Key Laboratory of Digestive Cancer Research, The Seventh Affiliated Hospital of Sun Yat-Sen University, Shenzhen, China
| | - Wenchao Li
- Digestive Diseases Center, The Seventh Affiliated Hospital of Sun Yat-Sen University, Shenzhen, China
- Guangdong Provincial Key Laboratory of Digestive Cancer Research, The Seventh Affiliated Hospital of Sun Yat-Sen University, Shenzhen, China
| | - Hongfa Wei
- Digestive Diseases Center, The Seventh Affiliated Hospital of Sun Yat-Sen University, Shenzhen, China
- Guangdong Provincial Key Laboratory of Digestive Cancer Research, The Seventh Affiliated Hospital of Sun Yat-Sen University, Shenzhen, China
| | - Cuncan Deng
- Digestive Diseases Center, The Seventh Affiliated Hospital of Sun Yat-Sen University, Shenzhen, China
- Guangdong Provincial Key Laboratory of Digestive Cancer Research, The Seventh Affiliated Hospital of Sun Yat-Sen University, Shenzhen, China
| | - Hengxing Chen
- Digestive Diseases Center, The Seventh Affiliated Hospital of Sun Yat-Sen University, Shenzhen, China.
- Guangdong Provincial Key Laboratory of Digestive Cancer Research, The Seventh Affiliated Hospital of Sun Yat-Sen University, Shenzhen, China.
| | - Changhua Zhang
- Digestive Diseases Center, The Seventh Affiliated Hospital of Sun Yat-Sen University, Shenzhen, China.
- Guangdong Provincial Key Laboratory of Digestive Cancer Research, The Seventh Affiliated Hospital of Sun Yat-Sen University, Shenzhen, China.
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20
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Pan J, Gu X, Luo J, Qian X, Gao Q, Li T, Ye L, Li C. Characteristics of Adenosine-to-Inosine RNA editing-based subtypes and novel risk score for the prognosis and drug sensitivity in stomach adenocarcinoma. Front Cell Dev Biol 2022; 10:1073688. [DOI: 10.3389/fcell.2022.1073688] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Accepted: 11/22/2022] [Indexed: 12/04/2022] Open
Abstract
Stomach adenocarcinoma (STAD) is always characterized by high mortality and poor prognosis with drug resistance and recrudescence due to individual genetic heterogeneity. Adenosine-to-Inosine RNA editing (ATIRE) has been reported associated with multiple tumors but the potential connection between ATIRE-related signatures and STAD remains unclear. In this study, we comprehensively elevated the genetic characteristics of ATIRE in STAD patients and first screened five vital survival-related ATIRE sites to identify a novel ATIRE-Risk score. Based on the risk scores, we further divided the patients into two different subtypes with diverse clinical characteristics and immune landscapes including immune cell infiltration (ICI), tumor microenvironment (TME), and immune checkpoint expression analysis. The low-risk subgroups, associated with better survival prognosis, were characterized by activated immune-cells, higher immune scores in TME, and down-expression of immunotherapy checkpoints. Moreover, different expressional genes (DEGs) between the above subtypes were further identified and the activation of immune-related pathways were found in low-risk patients. The stratified survival analysis further indicated patients with low-risk and high-tumor mutation burden (TMB) exhibited the best prognosis outcomes, implying the role of TMB and ATIRE-Risk scores was synergistic for the prognosis of STAD. Interestingly, anti-tumor chemotherapeutic drugs all exhibited lower IC50 values in low-risk subgroups, suggesting these patients might obtain a better curative response from the combined chemotherapy of STAD. Finally, combined with classical clinical features and ATIRE-Risk scores, we successfully established a promising nomogram system to accurately predict the 1/3/5-years survival ratio of STAD and this model was also estimated with high diagnostic efficiency and stable C-index with calibration curves. These significant ATIRE sites are promising to be further explored and might serve as a novel therapeutic target for STAD treatment.
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21
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Lee KS, Seo J, Lee CK, Shin S, Choi Z, Min S, Yang JH, Kwon WS, Yun W, Park MR, Choi JR, Chung HC, Lee ST, Rha SY. Analytical and Clinical Validation of Cell-Free Circulating Tumor DNA Assay for the Estimation of Tumor Mutational Burden. Clin Chem 2022; 68:1519-1528. [DOI: 10.1093/clinchem/hvac146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Accepted: 07/21/2022] [Indexed: 11/12/2022]
Abstract
Abstract
Background
Ultra-deep sequencing to detect low-frequency mutations in circulating tumor-derived DNA (ctDNA) increases the diagnostic value of liquid biopsy. The demand for large ctDNA panels for comprehensive genomic profiling and tumor mutational burden (TMB) estimation is increasing; however, few ctDNA panels for TMB have been validated. Here, we designed a ctDNA panel with 531 genes, named TMB500, along with a technical and clinical validation.
Methods
Synthetic reference cell-free DNA materials with predefined allele frequencies were sequenced in a total of 92 tests in 6 batches to evaluate the precision, linearity, and limit of detection of the assay. We used clinical samples from 50 patients with various cancers, 11 healthy individuals, and paired tissue samples. Molecular barcoding and data analysis were performed using customized pipelines.
Results
The assay showed high precision and linearity (coefficient of determination, r2 = 0.87) for all single nucleotide variants, with a limit of detection of 0.24%. In clinical samples, the TMB500 ctDNA assay detected most variants present and absent in tissues, showing that ctDNA could assess tumor heterogeneity in different tissues and metastasis sites. The estimated TMBs correlated well between tissue and blood, except in 4 cases with extreme heterogeneity that showed very high blood TMBs compared to tissue TMBs. A pilot evaluation showed that the TMB500 assay could be used for disease monitoring.
Conclusions
The TMB500 assay is an accurate and reliable ctDNA assay for many clinical purposes. It may be useful for guiding the treatment of cancers with diverse genomic profiles, estimating TMB in immune therapy, and disease monitoring.
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Affiliation(s)
- Kwang Seob Lee
- Department of Laboratory Medicine, Yonsei University College of Medicine , Seoul , Republic of Korea
| | - Jieun Seo
- Department of Laboratory Medicine, Yonsei University College of Medicine , Seoul , Republic of Korea
| | - Choong-Kun Lee
- Division of Medical Oncology, Department of Internal Medicine, Yonsei University College of Medicine , Seoul , Republic of Korea
- Song-dang Institute for Cancer Research, Yonsei University College of Medicine , Seoul , Republic of Korea
| | - Saeam Shin
- Department of Laboratory Medicine, Yonsei University College of Medicine , Seoul , Republic of Korea
| | | | | | | | - Woo Sun Kwon
- Song-dang Institute for Cancer Research, Yonsei University College of Medicine , Seoul , Republic of Korea
| | - Woobin Yun
- Department of Laboratory Medicine, Graduate School of Medical Science, Brain Korea 21 Project, Yonsei University College of Medicine , Seoul , Republic of Korea
| | - Mi Ri Park
- Department of Laboratory Medicine, Yonsei University College of Medicine , Seoul , Republic of Korea
| | - Jong Rak Choi
- Department of Laboratory Medicine, Yonsei University College of Medicine , Seoul , Republic of Korea
- Dxome , Seoul , Republic of Korea
| | - Hyun Cheol Chung
- Division of Medical Oncology, Department of Internal Medicine, Yonsei University College of Medicine , Seoul , Republic of Korea
- Song-dang Institute for Cancer Research, Yonsei University College of Medicine , Seoul , Republic of Korea
- Brain Korea 21 PLUS Project for Medical Science, Yonsei University College of Medicine , Seoul , Republic of Korea
| | - Seung-Tae Lee
- Department of Laboratory Medicine, Yonsei University College of Medicine , Seoul , Republic of Korea
- Dxome , Seoul , Republic of Korea
| | - Sun Young Rha
- Division of Medical Oncology, Department of Internal Medicine, Yonsei University College of Medicine , Seoul , Republic of Korea
- Song-dang Institute for Cancer Research, Yonsei University College of Medicine , Seoul , Republic of Korea
- Brain Korea 21 PLUS Project for Medical Science, Yonsei University College of Medicine , Seoul , Republic of Korea
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22
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Hu X, Wu L, Yao Y, Ma J, Li X, Shen H, Liu L, Dai H, Wang W, Chu X, Sheng C, Yang M, Zheng H, Song F, Chen K, Liu B. The integrated landscape of eRNA in gastric cancer reveals distinct immune subtypes with prognostic and therapeutic relevance. iScience 2022; 25:105075. [PMID: 36157578 PMCID: PMC9490034 DOI: 10.1016/j.isci.2022.105075] [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: 01/18/2022] [Revised: 06/09/2022] [Accepted: 08/31/2022] [Indexed: 12/24/2022] Open
Abstract
The comprehensive regulation effect of eRNA on tumor immune cell infiltration and the outcome remains obscure. We comprehensively identify the eRNA-mediated immune infiltration patterns of gastric cancer (GC) samples. We creatively proposed a random forest machine-learning (ML) algorithm to map eRNA to mRNA expression patterns. The eRNA score was constructed using principal component analysis algorithms and validated in an independent cohort. Three subtypes with distinct eRNA expression patterns were determined in GC. There were significant differences between the three subtypes in the overall survival rate, immune cell infiltration characteristics, and immunotherapy response indicators. The patients in the high eRNA score group have a higher overall survival rate and might benefit from immunotherapy. This work revealed that eRNA regulation might be a new prognostic index and might offer a potential biomarker in the response of immunotherapy. Evaluating the eRNA regulation manner of GC will contribute to guiding more effective immunotherapy strategies.
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Affiliation(s)
- Xin Hu
- Department of Epidemiology and Biostatistics, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Molecular Cancer Epidemiology, Tianjin 300060, China
| | - Liuxing Wu
- Department of Epidemiology and Biostatistics, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Molecular Cancer Epidemiology, Tianjin 300060, China
| | - Yanxin Yao
- Department of Epidemiology and Biostatistics, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Molecular Cancer Epidemiology, Tianjin 300060, China
| | - Junfu Ma
- Department of Epidemiology and Biostatistics, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Molecular Cancer Epidemiology, Tianjin 300060, China
| | - Xiangchun Li
- Tianjin Cancer Institute, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin's Clinical Research Center for Cancer, Tianjin Medical University, Tianjin, China
| | - Hongru Shen
- Tianjin Cancer Institute, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin's Clinical Research Center for Cancer, Tianjin Medical University, Tianjin, China
| | - Luyang Liu
- Department of Epidemiology and Biostatistics, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Molecular Cancer Epidemiology, Tianjin 300060, China
| | - Hongji Dai
- Department of Epidemiology and Biostatistics, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Molecular Cancer Epidemiology, Tianjin 300060, China
| | - Wei Wang
- Department of Epidemiology and Biostatistics, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Molecular Cancer Epidemiology, Tianjin 300060, China
| | - Xinlei Chu
- Department of Epidemiology and Biostatistics, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Molecular Cancer Epidemiology, Tianjin 300060, China
| | - Chao Sheng
- Department of Epidemiology and Biostatistics, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Molecular Cancer Epidemiology, Tianjin 300060, China
| | - Meng Yang
- Tianjin Cancer Institute, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin's Clinical Research Center for Cancer, Tianjin Medical University, Tianjin, China
| | - Hong Zheng
- Department of Epidemiology and Biostatistics, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Molecular Cancer Epidemiology, Tianjin 300060, China
| | - Fengju Song
- Department of Epidemiology and Biostatistics, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Molecular Cancer Epidemiology, Tianjin 300060, China
| | - Kexin Chen
- Department of Epidemiology and Biostatistics, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Molecular Cancer Epidemiology, Tianjin 300060, China
| | - Ben Liu
- Department of Epidemiology and Biostatistics, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Molecular Cancer Epidemiology, Tianjin 300060, China
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23
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Kim H, Park S, Kang SY, Ahn S, Kim KM. Peritoneal Seeding Is More Common in Gastric Cancer Patients with FGFR2 Amplification or High Tumor Mutation Burden. Diagnostics (Basel) 2022; 12:diagnostics12102355. [PMID: 36292044 PMCID: PMC9601213 DOI: 10.3390/diagnostics12102355] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Revised: 08/30/2022] [Accepted: 09/26/2022] [Indexed: 12/02/2022] Open
Abstract
Fibroblast growth factor receptor-2 (FGFR2) gene alterations have been identified in solid tumors. FGFR2 amplification is found in 2−9% of gastric carcinomas. We hypothesized that FGFR2 could be associated with peritoneal seeding and studied 360 advanced gastric carcinoma patients; 222 (61.7%) were male, 246 (73.7%) had poorly differentiated histology, and 175 (48.6%) presented with peritoneal seeding. High tumor mutation burden (TMB) was observed in 44 (12.2%) patients, high microsatellite instability (MSI) was observed in 12 (3.33%) patients, ERBB2 amplification was observed in 44 (12.2%) patients, EBV positivity was observed in 10 (10/278; 3.6%) patients, and PD-L1 positivity was observed in 186 (186/264; 70.5%) cases. We found FGFR2 amplification in 26 (7.2%) patients, of which 12 (46.2%) were female and 22 (84.6%) had poorly differentiated histology. In these 26 cases, the copy number of FGFR2 amplification ranged from 3.7 to 274. Eighteen of them showed seeding, and this association was statistically significant (18/26, 69.2%; 157/334, 47%; p = 0.023). In addition, high TMB was significantly associated with seeding (p = 0.028; OR = 1.83). Poorly differentiated histology was significantly associated with seeding (p = 0.04) but not with FGFR2 amplification (p > 0.1). Seeding was frequent in gastric carcinoma patients with FGFR2 amplification, in patients with high TMB, or in those who were female. The subgroup of patients with FGFR2 amplification could be potential candidates for targeted therapeutic agents.
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Affiliation(s)
- Hyunjin Kim
- Department of Pathology and Translational Genomics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Korea
- Pathology Center, Seegene Medical Foundation, Seoul 06351, Korea
| | - Sujin Park
- Department of Pathology and Translational Genomics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Korea
| | - So Young Kang
- Department of Pathology and Translational Genomics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Korea
| | - Soomin Ahn
- Department of Pathology and Translational Genomics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Korea
- Center of Companion Diagnostics, Samsung Medical Center, Seoul 06351, Korea
| | - Kyoung-Mee Kim
- Department of Pathology and Translational Genomics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Korea
- Center of Companion Diagnostics, Samsung Medical Center, Seoul 06351, Korea
- Correspondence: ; Tel.: +82-2-3410-2807; Fax: +82-2-3410-6396
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24
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Cerrato-Izaguirre D, Chirino YI, Prada D, Quezada-Maldonado EM, Herrera LA, Hernández-Guerrero A, Alonso-Larraga JO, Herrera-Goepfert R, Oñate-Ocaña LF, Cantú-de-León D, Meneses-García A, Basurto-Lozada P, Robles-Espinoza CD, Camacho J, García-Cuellar CM, Sánchez-Pérez Y. Somatic Mutational Landscape in Mexican Patients: CDH1 Mutations and chr20q13.33 Amplifications Are Associated with Diffuse-Type Gastric Adenocarcinoma. Int J Mol Sci 2022; 23:11116. [PMID: 36232418 PMCID: PMC9570354 DOI: 10.3390/ijms231911116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Revised: 09/15/2022] [Accepted: 09/19/2022] [Indexed: 12/04/2022] Open
Abstract
The Hispanic population, compared with other ethnic groups, presents a more aggressive gastric cancer phenotype with higher frequency of diffuse-type gastric adenocarcinoma (GA); this could be related to the mutational landscape of GA in these patients. Using whole-exome sequencing, we sought to present the mutational landscape of GA from 50 Mexican patients who were treated at The Instituto Nacional de Cancerología from 2019 to 2020. We performed a comprehensive statistical analysis to explore the relationship of the genomic variants and clinical data such as tumor histology and presence of signet-ring cell, H. pylori, and EBV. We describe a potentially different mutational landscape between diffuse and intestinal GA in Mexican patients. Patients with intestinal-type GA tended to present a higher frequency of NOTCH1 mutations, copy number gains in cytobands 13.14, 10q23.33, and 12q25.1, and copy number losses in cytobands 7p12, 14q24.2, and 11q13.1; whereas patients with diffuse-type GA tended to present a high frequency of CDH1 mutations and CNV gains in cytobands 20q13.33 and 22q11.21. This is the first description of a mutational landscape of GA in Mexican patients to better understand tumorigenesis in Hispanic patients and lay the groundwork for discovering potential biomarkers and therapeutic targets.
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Affiliation(s)
- Dennis Cerrato-Izaguirre
- Departamento de Farmacología, Centro de Investigación y de Estudios Avanzados del I.P.N. (CINVESTAV), Avenida Instituto Politécnico Nacional No. 2508, Ciudad de México CP. 07360, Mexico
- Subdirección de Investigación Básica, Instituto Nacional de Cancerología (INCan), San Fernando No. 22, Tlalpan, Ciudad de México CP. 14080, Mexico
| | - Yolanda I. Chirino
- Unidad de Biomedicina, Facultad de Estudios Superiores Iztacala, Universidad Nacional Autónoma de México, Los Reyes Iztacala, Tlalnepantla de Baz, Estado de México CP. 54090, Mexico
| | - Diddier Prada
- Subdirección de Investigación Básica, Instituto Nacional de Cancerología (INCan), San Fernando No. 22, Tlalpan, Ciudad de México CP. 14080, Mexico
| | - Ericka Marel Quezada-Maldonado
- Subdirección de Investigación Básica, Instituto Nacional de Cancerología (INCan), San Fernando No. 22, Tlalpan, Ciudad de México CP. 14080, Mexico
| | - Luis A Herrera
- Instituto Nacional de Medicina Genómica (INMEGEN), Periférico Sur No. 4809, Arenal Tepepan, Tlalpan, Ciudad de México CP. 14610, Mexico
| | - Angélica Hernández-Guerrero
- Servicio de Endoscopía, Instituto Nacional de Cancerología (INCan), San Fernando No. 22, Tlalpan, Ciudad de México CP. 14080, Mexico
| | - Juan Octavio Alonso-Larraga
- Servicio de Endoscopía, Instituto Nacional de Cancerología (INCan), San Fernando No. 22, Tlalpan, Ciudad de México CP. 14080, Mexico
| | - Roberto Herrera-Goepfert
- Departamento de Patología, Instituto Nacional de Cancerología (INCan), San Fernando No. 22, Tlalpan, Ciudad de México CP. 14080, Mexico
| | - Luis F. Oñate-Ocaña
- Subdirección de Investigación Clínica, Instituto Nacional de Cancerología (INCan), San Fernando No. 22, Tlalpan, Ciudad de México CP. 14080, Mexico
| | - David Cantú-de-León
- Dirección de Investigación, Instituto Nacional de Cancerología (INCan), San Fernando No. 22, Tlalpan, Ciudad de México CP. 14080, Mexico
| | - Abelardo Meneses-García
- Dirección General, Instituto Nacional de Cancerología (INCan), San Fernando No. 22, Tlalpan, Ciudad de México CP. 14080, Mexico
| | - Patricia Basurto-Lozada
- Laboratorio Internacional de Investigación Sobre el Genoma Humano, Universidad Nacional Autónoma de México, Santiago de Querétaro CP. 76010, Mexico
| | - Carla Daniela Robles-Espinoza
- Laboratorio Internacional de Investigación Sobre el Genoma Humano, Universidad Nacional Autónoma de México, Santiago de Querétaro CP. 76010, Mexico
- Wellcome Sanger Institute, Hinxton, Cambridgeshire CB10 1SA, UK
| | - Javier Camacho
- Departamento de Farmacología, Centro de Investigación y de Estudios Avanzados del I.P.N. (CINVESTAV), Avenida Instituto Politécnico Nacional No. 2508, Ciudad de México CP. 07360, Mexico
| | - Claudia M. García-Cuellar
- Subdirección de Investigación Básica, Instituto Nacional de Cancerología (INCan), San Fernando No. 22, Tlalpan, Ciudad de México CP. 14080, Mexico
| | - Yesennia Sánchez-Pérez
- Subdirección de Investigación Básica, Instituto Nacional de Cancerología (INCan), San Fernando No. 22, Tlalpan, Ciudad de México CP. 14080, Mexico
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25
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Parmar K, Subramanyam S, Attwood K, Appiah D, Fountzilas C, Mukherjee S. Anti PD-1/Anti PDL-1 Inhibitors in Advanced Gastroesophageal Cancers: A Systematic Review and Meta-Analysis of Phase 2/3 Randomized Controlled Trials. Pharmaceutics 2022; 14:1953. [PMID: 36145703 PMCID: PMC9501109 DOI: 10.3390/pharmaceutics14091953] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Revised: 08/17/2022] [Accepted: 09/08/2022] [Indexed: 11/17/2022] Open
Abstract
Importance: Immune checkpoint inhibitors (ICI) have revolutionized the treatment for gastroesophageal cancers (GEC). It is important to investigate the factors that influence the response to anti-PD-1/PD-L1 ICIs. Objective: To assess the benefits of PD-1/PD-L1 ICIs in advanced GEC and perform subgroup analysis to identify patient populations who would benefit from ICI. Data sources: PubMed, Embase, Scopus, and the Cochrane Library databases were systematically searched from database inception to September 2021 for all relevant articles. We also reviewed abstracts and presentations from all major conference proceedings including relevant meetings of the American Society of Clinical Oncology (ASCO), and the European Society for Medical Oncology (ESMO) during the last four years (2018 to 2021) and reviewed citation lists. Study selection, data extraction, and synthesis: Full articles and presentations were further assessed if the information suggested that the study was a phase 2/3 randomized controlled trial (RCT) comparing PD-1/PD-L1 inhibitor either alone, or in combination with standard therapy vs. standard therapy in advanced GEC. The full text of the resulting studies/presentations and extracted data were reviewed independently according to PRISMA guidelines. Main outcomes and measures: The main outcomes were OS, PFS, and treatment-related adverse events (TRAEs). Results: A total of 168 studies were assessed for eligibility, and 17 RCTs with 12,312 patients met the inclusion criteria. There was an OS benefit in the overall population with ICIs (HR 0.78; 95% CI 0.73−0.83 p < 0.001). Immunotherapy showed better OS benefit in males (HR 0.77 95% CI 0.72−0.83; p < 0.001) than females (HR 0.89; 95% CI 0.80−0.99 p < 0.03), esophageal primary tumors (HR 0.70 95% CI 0.64−0.76 p < 0.001) vs. gastric cancer (HR 0.84 95% CI 0.74−0.94 p 0.002) or GEJ cancer (HR 0.84 95% CI 0.72−0.98 p 0.024) and in squamous cell carcinoma (HR 0.71 95% CI 0.66−0.77 p < 0.001) vs. adenocarcinoma (HR 0.85 95% CI 0.78−0.93 p < 0.001). PD-L1 positive patients seemed to benefit more (HR 0.74 95% CI 0.67−0.82 p < 0.001) compared to PD-L1 negative patients (HR 0.86 95% CI 0.74−1.00 p < 0.043), and Asians showed OS benefit (HR 0.76 95% CI 0.67−0.87 p < 0.001) compared to their White counterparts (HR 0.92 95% CI 0.74−1.14; p 0.424). Conclusions and relevance: ICIs improve survival in advanced GEC without significantly increasing the side effects. However, certain subgroups of patients such as males, Asians, and those with esophageal primary, PD-L1 positive tumors and squamous cell carcinoma benefit more from such treatments. Further translational research is needed to understand the mechanistic links and develop new biomarkers.
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Affiliation(s)
- Kanak Parmar
- Department of Internal Medicine, Texas Tech University Health Sciences Center, Lubbock, TX 79430, USA
| | - Sai Subramanyam
- Department of Internal Medicine, Appalachian Regional Healthcare, Harlan, KY 40831, USA
| | - Kristopher Attwood
- Department of Epidemiology, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA
| | - Duke Appiah
- Department of Public Health, Texas Tech University Health Sciences Center, Lubbock, TX 79430, USA
| | - Christos Fountzilas
- Department of Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA
| | - Sarbajit Mukherjee
- Department of Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA
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26
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Graf RP, Fisher V, Creeden J, Schrock AB, Ross JS, Nimeiri H, Oxnard GR, Klempner SJ. Real-world Validation of TMB and Microsatellite Instability as Predictive Biomarkers of Immune Checkpoint Inhibitor Effectiveness in Advanced Gastroesophageal Cancer. CANCER RESEARCH COMMUNICATIONS 2022; 2:1037-1048. [PMID: 36922935 PMCID: PMC10010289 DOI: 10.1158/2767-9764.crc-22-0161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Revised: 06/27/2022] [Accepted: 08/15/2022] [Indexed: 11/16/2022]
Abstract
Patients with advanced gastroesophageal cancer (mEG) and tumor mutational burden ≥10 mut/Mb (TMB ≥ 10) have more favorable outcomes on immune checkpoint inhibitor (ICPI) monotherapy compared with chemotherapy in subgroup analyses of randomized controlled trials. We sought to evaluate the robustness of these associations in real-world settings where patients and practices are more diverse. A total of 362 2 L and 692 1 L patients, respectively received ICPI (n = 99, 33) or chemotherapy (n = 263, 659) across approximately 280 U.S. academic or community-based cancer clinics March 2014-July 2021. Deidentified data were captured into a real-world clinico-genomic database. All patients underwent Foundation Medicine testing. Time to next treatment (TTNT) and overall survival (OS) comparing ICPI versus chemotherapy were adjusted for treatment assignment imbalances using propensity scores. 2L: TMB ≥ 10 had more favorable TTNT [median 24 vs. 4.1 months; HR: 0.19; 95% confidence interval (CI): 0.09-0.44; P = 0.0001] and OS (median 43.1 vs. 6.2 months; HR: 0.24; 95% CI: 0.011-0.54; P = 0.0005), TMB < 10 did not (P > 0.05). 1L: TMB ≥ 10 had more favorable TTNT (not reached vs. median 4.1 months; HR: 0.13; 95% CI: 0.03-0.48; P = 0.0024) and OS (not reached vs. median 17.1 months; HR: 0.30; 95% CI: 0.08-1.14; P = 0.078), TMB < 10 had less favorable TTNT (median 2.8 vs. 6.5 months; HR: 2.36; 95% CI: 1.25-4.45; P = 0.008) and OS (median 4.5 vs. 13.1 months; HR: 1.82, 95% CI: 0.87-3.81; P = 0.11). TMB ≥ 10 robustly identifies patients with mEG with more favorable outcomes on 2 L ICPI monotherapy versus chemotherapy. 1 L data are more limited, but effects are consistent with 2L. Significance Using real-world data, we sought to evaluate robustness of these clinical associations using the same assay platform and biomarker cut-off point used in both clinical trials and pan-tumor CDx approvals for later treatment lines. TMB ≥ 10 robustly identified patients with mEG with more favorable outcomes on ICPI monotherapy versus chemotherapy and suggests this subset of patients could be targeted for further trial development.
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Affiliation(s)
- Ryon P Graf
- Foundation Medicine, Cambridge, Massachusetts
| | | | | | | | - Jeffrey S Ross
- Foundation Medicine, Cambridge, Massachusetts.,Upstate Medical University, Syracuse, New York
| | | | | | - Samuel J Klempner
- Department of Medicine, Division of Hematology-Oncology, Massachusetts General Hospital, Boston, Massachusetts
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27
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Xia Y, Zhang R, Wang M, Li J, Dong J, He K, Guo T, Ju X, Ru J, Zhang S, Sun Y. Development and validation of a necroptosis-related gene prognostic score to predict prognosis and efficiency of immunotherapy in gastric cancer. Front Immunol 2022; 13:977338. [PMID: 36159818 PMCID: PMC9504871 DOI: 10.3389/fimmu.2022.977338] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Accepted: 08/09/2022] [Indexed: 01/17/2023] Open
Abstract
Necroptosis is a novel type of regulated cell death that is intimately associated with a variety of tumors. However, how necroptosis affects the identification of gastric cancer (GC) remains unclear. Here we seek to find new potential necroptosis-related biomarkers to predict GC prognosis and immunotherapy effect. We used Cox analysis to obtain shared prognostic markers related to necroptosis from five datasets (TCGA and four GEO datasets). Then, a necroptosis-related gene prognostic score (NRGPS) system was constructed using LASSO Cox regression, NRGPS consisting of three necroptosis-related mRNAs (AXL, RAI14, and NOX4) was identified, 31 pairs of GC and adjacent normal tissues from the Second Hospital of Harbin Medical University were collected and Real-Time Quantitative PCR (RT-qPCR) was used to detect the relative expression levels of the three necroptosis-related mRNAs, and external validation was performed on four GEO datasets (GSE84437, GSE26901, GSE62254 and GSE15459). In this study, Overall survival (OS) in the high-NRGPS group was significantly lower than in the low-NRGPS group. Cox regression analyses showed that NRGPS was an independent prognostic variable. Tumor-mutation-burden (TMB), tumor microenvironment (TME), microsatellite instability (MSI), and Tumor Immune Dysfunction and Exclusion (TIDE) scoring were used as predictors of the immunotherapy response. A cancer-friendly immune microenvironment, a high TIDE score, a low TMB, and a low MSI were all characteristics of the high-NRGPS group, and they all consistently showed that the issues seen there are related to immune escape in GC. The combination of three candidate genes may be an effective method for diagnostic assessment of GC prognosis and immunotherapy efficacy.
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Affiliation(s)
- Yan Xia
- Department of Clinical Laboratory, Harbin Medical University Cancer Hospital, Harbin, China
| | - Rongzheng Zhang
- Scientific Research Center, the Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Mingzhu Wang
- Department of Clinical Laboratory, Harbin Medical University Cancer Hospital, Harbin, China
| | - Jiaqi Li
- Scientific Research Center, the Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Jianming Dong
- Scientific Research Center, the Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Kaitong He
- Department of Clinical Laboratory, Harbin Medical University Cancer Hospital, Harbin, China
| | - Ting Guo
- Department of Clinical Laboratory, Harbin Medical University Cancer Hospital, Harbin, China
| | - Xiaomei Ju
- Scientific Research Center, the Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Jiaqiu Ru
- Scientific Research Center, the Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Shuyun Zhang
- Scientific Research Center, the Second Affiliated Hospital of Harbin Medical University, Harbin, China
- *Correspondence: Yihua Sun, ; Shuyun Zhang,
| | - Yihua Sun
- Department of Clinical Laboratory, Harbin Medical University Cancer Hospital, Harbin, China
- *Correspondence: Yihua Sun, ; Shuyun Zhang,
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28
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Wu H, Wang H, Chen Y. Pan-cancer analysis of tumor mutation burden sensitive tumors reveals tumor-specific subtypes and hub genes related to immune infiltration. J Cancer Res Clin Oncol 2022:10.1007/s00432-022-04139-2. [PMID: 35780251 DOI: 10.1007/s00432-022-04139-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Accepted: 06/13/2022] [Indexed: 11/29/2022]
Abstract
BACKGROUND High tumor mutation burden (TMB) failed to serve as a favorable prognostic biomarker for immunotherapy across all tumors. This study aimed to explore TMB-sensitive tumors on a pan-cancer level and construct their immune infiltration phenotypes in TMB-high groups. METHODS Pan-cancer patients were separated into TMB-high and TMB-low groups based on the median TMB values per tumor. TMB-related genes were identified using differently expressed genes (DEGs) and differently mutated genes (DMGs) between the above two TMB groups. CIBERSORT algorithm was used to estimate the abundance of 22 tumor immune infiltrating cells (TIICs). Consensus clustering analysis was applied to predict molecular subtypes. Cox regression analysis was performed to evaluate the correlations between hub genes and TIICs and immunomodulator genes. RESULTS Nine TMB-sensitive tumors were identified by high-frequency of TMB-related genes. A total of 126 tumor-specific hub genes (1 in BLCA, 19 in BRCA, 4 in COAD, 4 in HNSC, 25 in LUAD, 2 in LUSC, 27 in SKCM, 37 in STAD, and 7 UCEC) were identified. In five out of nine TMB-sensitive tumors, the molecular subtypes based on hub gene expression were characterized by TMB values, prognostic values and tumor-specific TIICs levels. In TMB-high groups, hub genes associated immune infiltration phenotypes were constructed with key TIICs and immunomodulators spanning TMB-sensitive tumors. CONCLUSIONS Our tumor-specific analysis revealed hub genes associated immune infiltration features may serve as potential therapeutic targets and prognostic markers of immunotherapy, providing the potential underlying mechanism of immune infiltration in TMB-high groups across TMB-sensitive tumors.
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Affiliation(s)
- Huan Wu
- Department of Medical Laboratory, The Second Clinical Medical College, Jinan University (Shenzhen People's Hospital), Shenzhen, 518020, China.,Integrated Chinese and Western Medicine Postdoctoral Research Station, Jinan University, Guangzhou, 510632, China
| | - Hanchu Wang
- The Second Clinical Medical College, Jinan University, Shenzhen, 518020, China
| | - Yue Chen
- Department of Medical Laboratory, The Second Clinical Medical College, Jinan University (Shenzhen People's Hospital), Shenzhen, 518020, China.
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Gao J, Huo S, Zhang Y, Zhao Z, Pan H, Liu X. Construction of ovarian metastasis-related immune signature predicting prognosis of gastric cancer patients. Cancer Med 2022; 12:913-929. [PMID: 35621244 PMCID: PMC9844635 DOI: 10.1002/cam4.4857] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Revised: 05/07/2022] [Accepted: 05/15/2022] [Indexed: 01/26/2023] Open
Abstract
BACKGROUND Ovarian metastasis (OM) results in poor survival of gastric cancer (GC) patients. While immunotherapy has emerged as a promising approach for late-stage GC, validated immune-related prognostic signatures still remain in need. In this study, we constructed an ovarian metastasis- and immune-related prognostic signature (OMIRPS), characterized the molecular and immune features of OMIRPS-categorized subgroups and predicted their potential response to immunotherapy. METHODS Three individual cohorts were used to construct and evaluate OMIRPS: RNA-seq of matched primary GC and OM from Fudan University Shanghai Cancer Center (FUSCC) (discovery cohort, n = 4), The Cancer Genome Atlas (TCGA) (training cohort, n = 544) and GSE84437 (validation cohort, n = 433). Differentially expressed genes (DEGs) identified between primary GC and OM and immune-related genes (IRGs) from the ImmPort and InnateDB databases were used to identify immune-related prognostic hub genes, which were further used to construct OMIRPS by using LASSO regression analysis. Prognosis, molecular characteristics, immune features, and differential immunotherapy efficacy between different OMIRPS subgroups were analyzed. RESULTS Functional analyses of DEGs revealed the significance of immune-related signatures and pathways in the OM. Immune-related prognostic hub genes including TNFRSF18, CARD11, BCL11B, NRP1, BNIP3L, and ATF3 were utilized to construct OMIRPS, which was identified as an independent prognostic factor. Comprehensive analyses unveiled the distinctive molecular and immune characteristics of OMIRPS-high and -low subgroup in regard to enriched pathways, mutation rate, tumor mutation burden, microsatellite instability status, infiltrated immune cell, immune exclusion score, and the prediction of immunotherapy efficacy. Additionally, OMIRPS was associated with Immune Subtypes with borderline significance. CONCLUSIONS RNA-seq of paired primary and ovarian metastatic tumors unveiled the significance of immune-related pathways and tumor immune microenvironment in OM. OMIRPS served as a promising biomarker to predict the prognosis of GC patients and distinguish the molecular features, immune characteristics, and efficacy of immunotherapy between different subgroups.
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Affiliation(s)
- Jianpeng Gao
- Department of Gastric SurgeryFudan University Shanghai Cancer CenterShanghaiChina,Department of OncologyShanghai Medical College, Fudan UniversityShanghaiChina
| | - Shiying Huo
- Department of Gastric SurgeryFudan University Shanghai Cancer CenterShanghaiChina,Department of OncologyShanghai Medical College, Fudan UniversityShanghaiChina
| | - Yu Zhang
- Department of Gastric SurgeryFudan University Shanghai Cancer CenterShanghaiChina,Department of OncologyShanghai Medical College, Fudan UniversityShanghaiChina
| | - Zhenxiong Zhao
- Department of Gastric SurgeryFudan University Shanghai Cancer CenterShanghaiChina,Department of OncologyShanghai Medical College, Fudan UniversityShanghaiChina
| | - Hongda Pan
- Department of Gastric SurgeryFudan University Shanghai Cancer CenterShanghaiChina,Department of OncologyShanghai Medical College, Fudan UniversityShanghaiChina
| | - Xiaowen Liu
- Department of Gastric SurgeryFudan University Shanghai Cancer CenterShanghaiChina,Department of OncologyShanghai Medical College, Fudan UniversityShanghaiChina
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Cao J, Yang X, Chen S, Wang J, Fan X, Fu S, Yang L. The predictive efficacy of tumor mutation burden in immunotherapy across multiple cancer types: A meta-analysis and bioinformatics analysis. Transl Oncol 2022; 20:101375. [PMID: 35339028 PMCID: PMC8956924 DOI: 10.1016/j.tranon.2022.101375] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2022] [Accepted: 02/14/2022] [Indexed: 12/17/2022] Open
Abstract
The FDA has approved pembrolizumab in all cancers with TMB > 10Mut/Mb based on the findings from the phase 2 KEYNOTE-158 study. However, predictive efficacy of TMB is greeted with many skepticisms. Cancer patients with high TMB have a better prognosis. Notably, there is no evidence shown whether the good prognosis is caused by the tumor itself or by immunotherapy. We compared the meta subgroup analysis by tumor types with non-ICIs from TCGA database and found that immunotherapy can increase, not reduce, cancer patients’ OS with high TMB. TMB is a promising therapeutic and prognostic biomarker for immunotherapy, which indicates a better ORR, DCB, OS and PFS.
Purpose To explore the predictive efficacy of tumor mutation burden (TMB) as a potential biomarker for cancer patients treated with Immune checkpoint inhibitors (ICIs). Methods We systematically searched PubMed, Cochrane Library, Embase and Web of Science for clinical studies (published between Jan 1, 2014 and Aug 30, 2021) comparing immunotherapy patients with high TMB to patients with low TMB. Our main endpoints were objective response rate (ORR), durable clinical benefit (DCB), overall survival (OS) and progress-free Survival (PFS). Moreover, we downloaded simple nucleotide variation (SNV) data of 33 major cancer types from the TCGA database as non-ICIs group, and compared the high TMB patients’ OS between the non-ICIs group and meta-analysis results. Results Of 10,450 identified studies, 41 were eligible and were included in our analysis (7713 participants). Compared with low TMB patients receiving ICIs, high TMB yielded a better ORR (RR = 2.73; 95% CI: 2.31–3.22; P = 0.043) and DCB (RR = 1.93; 95% CI: 1.64–2.28; P = 0.356), and a significantly increased OS (HR =0.24; 95% CI: 0.21–0.28; P < 0.001) and PFS (HR = 0.38; 95% CI: 0.34–0.42; P < 0.001). Furthermore, compared with non-ICIs group from the TCGA database, immunotherapy can improve OS in some cancer types with high TMB and better prognosis, including colorectal cancer, gastric cancer, lung cancer, melanoma and pan-cancer. Conclusion TMB is a promising therapeutic and prognostic biomarker for immunotherapy, which indicates a better ORR, DCB, OS and PFS. If there is a standard for TMB assessment and cut-off, it could improve the management of different cancers.
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Affiliation(s)
- Jinlong Cao
- Department of Urology, The Second Hospital of Lanzhou University, No.82 Cuiyingmen, Lanzhou, Gansu 730000, China; Key Laboratory of Urological Diseases of Gansu Provincial, Lanzhou 730000, China.
| | - Xin Yang
- Reproductive Medicine Center, The Second Hospital of Lanzhou University, Lanzhou 730000, China
| | - Siyu Chen
- Department of Urology, The Second Hospital of Lanzhou University, No.82 Cuiyingmen, Lanzhou, Gansu 730000, China; Key Laboratory of Urological Diseases of Gansu Provincial, Lanzhou 730000, China
| | - Jirong Wang
- Department of Urology, The Second Hospital of Lanzhou University, No.82 Cuiyingmen, Lanzhou, Gansu 730000, China; Key Laboratory of Urological Diseases of Gansu Provincial, Lanzhou 730000, China
| | - Xinpeng Fan
- Department of Urology, The Second Hospital of Lanzhou University, No.82 Cuiyingmen, Lanzhou, Gansu 730000, China; Key Laboratory of Urological Diseases of Gansu Provincial, Lanzhou 730000, China
| | - Shengjun Fu
- Department of Urology, The Second Hospital of Lanzhou University, No.82 Cuiyingmen, Lanzhou, Gansu 730000, China; Key Laboratory of Urological Diseases of Gansu Provincial, Lanzhou 730000, China
| | - Li Yang
- Department of Urology, The Second Hospital of Lanzhou University, No.82 Cuiyingmen, Lanzhou, Gansu 730000, China; Key Laboratory of Urological Diseases of Gansu Provincial, Lanzhou 730000, China.
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Fu M, Huang Y, Peng X, Li X, Luo N, Zhu W, Yang F, Chen Z, Ma S, Zhang Y, Li Q, Hu G. Development of Tumor Mutation Burden-Related Prognostic Model and Novel Biomarker Identification in Stomach Adenocarcinoma. Front Cell Dev Biol 2022; 10:790920. [PMID: 35399509 PMCID: PMC8983817 DOI: 10.3389/fcell.2022.790920] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Accepted: 02/21/2022] [Indexed: 12/21/2022] Open
Abstract
Background: Stomach adenocarcinoma (STAD) is one of the most common tumors. Tumor mutation burden (TMB) has been linked to immunotherapy response. We wanted to see if there was any link between TMB and cancer prognosis. Methods: The Cancer Genome Atlas (TCGA) and the Gene Expression Omnibus (GEO) databases were used to obtain mutation data, gene expression profiles, and clinical data. We looked at the differences in gene expression and immune markers between low and high TMB groups, built an immune prognostic model, and created a dynamic nomograph App that may be used in the clinic. Simultaneously, We ran the immunotherapy prediction and model comparison at the same time. Finally, model gene mutation and copy number variation (CNV) were displayed. The cellular functional experiments were used to investigate the potential role of GLP2R in gastric cancer. Results: Firstly, basic mutation information and differences in immune infiltration in STAD are revealed. Secondly, the prognostic model developed by us has good accuracy, and the corresponding dynamic nomograph Apps online and immunotherapy prediction facilitate clinical transformation. Furthermore, GLP2R knockdown significantly inhibited the proliferation, migration of gastric cancer cells in vitro. Conclusion: Our findings imply that TMB plays a significant role in the prognosis of STAD patients from a biological perspective. GLP2R may serve as a potential target for gastric cancer.
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Affiliation(s)
- Min Fu
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yongbiao Huang
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xiaohong Peng
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xiaoyu Li
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Na Luo
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Wenjun Zhu
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Feng Yang
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ziqi Chen
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Shengling Ma
- Department of Medical Oncology, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Yuanyuan Zhang
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- *Correspondence: Yuanyuan Zhang, ; Qianxia Li, ; Guangyuan Hu,
| | - Qianxia Li
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- *Correspondence: Yuanyuan Zhang, ; Qianxia Li, ; Guangyuan Hu,
| | - Guangyuan Hu
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- *Correspondence: Yuanyuan Zhang, ; Qianxia Li, ; Guangyuan Hu,
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Xie R, Yuan M, Jiang Y. The Pan-Cancer Crosstalk Between the EFNA Family and Tumor Microenvironment for Prognosis and Immunotherapy of Gastric Cancer. Front Cell Dev Biol 2022; 10:790947. [PMID: 35309935 PMCID: PMC8924469 DOI: 10.3389/fcell.2022.790947] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Accepted: 02/08/2022] [Indexed: 12/24/2022] Open
Abstract
Background: EFNA1-5 have important physiological functions in regulating tumorigenesis and metastasis. However, correlating EFNA genes in the tumor immune microenvironment (TIME), and the prognosis of patients with gastric cancer remains to be determined. Methods: Using public databases, the expression of EFNA1-5 in pan-cancer and gastric cancer was comprehensively analyzed using UCSC Xena, the Oncomine dataset and UALCAN. We further completed survival analysis by Kaplan-Meier plotter to evaluate the prognosis of the high and low expression groups of the EFNAs gene in patients with gastric cancer. The TIMER tool was used to reveal the correlation between immune cell infiltration and genes of interest. Spearman correlation was used to find an association between the EFNA genes and tumor stem cells, TIME, microsatellite instability (MSI) or tumor mutational burden (TMB). We also used cBioportal, GeneMANIA and STRINGS to explore the types of changes in these genes and the protein interactions. Finally, we described the TIME based on QUANTISEQ algorithm, predicted the relationship between the EFNA genes and half-maximal inhibitory concentration (IC50), and analyzed the relationship between the EFNA family genes and immune checkpoints. Results: The expression of EFNA1, EFNA3, EFNA4, and EFNA5 was elevated in pan-cancer. Compared with normal adjacent tissues, EFNA1, EFNA3, and EFNA4 were up-regulated in gastric cancer. In terms of the influence on the survival of patients, the expression of EFNA3 and EFNA4 were related to overall survival (OS) and disease-free survival (DFS) for patients with gastric cancer. High expression of EFNA5 often predicted poor OS and DFS. In gastric cancer, the expression of EFNA3 and EFNA4 showed a significant negative correlation with B cells. The higher the expression of EFNA5, the higher the abundance of B cells, CD4+T cells and macrophages. CD8+T cells, dendritic cells infiltration and EFNA1-4 expression were negatively correlated. The infiltration of CD4+T cells, macrophages and neutrophils was negatively correlated with the expression of EFNA1, EFNA3, and EFNA4. TMB and MSI were positively correlated with EFNA3/EFNA4 expression. In the tumor microenvironment and drug sensitivity, EFNA3/4/5 also showed a significant correlation. In addition, we explored the relationship between the EFNA family genes and the immune microenvironment (B cells, M2 macrophages, monocytes, CD8+ T cells, regulatory T cells, myeloid dendritic cells, natural killer cells, non-regulatory CD4+ T cells), immune checkpoint (PDCD1, PDCD1LG2, CD274, CTLA4), and IC50 of common chemotherapeutic drugs for gastric cancer (5-fluorouracil, cisplatin, docetaxel and gemcitabine). Conclusions: Our study provides new ideas for tumor treatment and prognosis from the perspective of TIME, and nominates EFNA1-5 to become potential therapeutic targets for gastric cancer.
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Affiliation(s)
- Rongrong Xie
- Department of Radiotherapy, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Mengping Yuan
- Department of Gastroenterology, The Second Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Yiyan Jiang
- Department of Medical Oncology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
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Li C, Pan J, Jiang Y, Yu Y, Jin Z, Chen X. Characteristics of the Immune Cell Infiltration Landscape in Gastric Cancer to Assistant Immunotherapy. Front Genet 2022; 12:793628. [PMID: 35069691 PMCID: PMC8770548 DOI: 10.3389/fgene.2021.793628] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Accepted: 12/08/2021] [Indexed: 12/24/2022] Open
Abstract
Background: Gastric cancer (GC) was usually associated with poor prognosis and invalid therapeutical response to immunotherapy due to biological heterogeneity. It is urgent to screen reliable indices especially immunotherapy-associated parameters that can predict the therapeutic responses to immunotherapy of GC patients. Methods: Gene expression profile of 854 GC patients were collected from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) datasets (GSE84433) with their corresponding clinical and somatic mutation data. Based on immune cell infiltration (ICI) levels, molecular clustering classification was performed to identify subtypes and ICI scores in GC patients. After functional enrichment analysis of subtypes, we further explored the correlation between ICI scores and Tumor Mutation Burden (TMB) and the significance in clinical immunotherapy response. Results: Three subtypes were identified based on ICI scores with distinct immunological and prognostic characteristics. The ICI-cluster C, associated with better outcomes, was characterized by significantly higher stromal and immune scores, T lymphocytes infiltration and up-regulation of PD-L1. ICI scores were identified through using principal component analysis (PCA) and the low ICI scores were consistent with the increased TMB and the immune-activating signaling pathways. Contrarily, the high-ICI score cluster was involved in the immunosuppressive pathways, such as TGF-beta, MAPK and WNT signaling pathways, which might be responsible for poor prognosis of GC. External immunotherapy and chemotherapy cohorts validated the patients with lower ICI scores exhibited significant therapeutic responses and clinical benefits. Conclusion: This study elucidated that ICI score could sever as an effective prognostic and predictive indicator for immunotherapy in GC. These findings indicated that the systematic assessment of tumor ICI landscapes and identification of ICI scores have crucial clinical implications and facilitate tailoring optimal immunotherapeutic strategies.
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Affiliation(s)
- Chenlu Li
- Department of Gastroenterology, Affiliated Yueqing Hospital, Wenzhou Medical University, Wenzhou, China
| | - Jingjing Pan
- Department of Laboratory Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Yinyan Jiang
- Department of Hematopathology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Yan Yu
- Wenzhou Medical University, Wenzhou, China
| | - Zhenlin Jin
- Department of Hematopathology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Xupeng Chen
- Department of Gastroenterology, Affiliated Yueqing Hospital, Wenzhou Medical University, Wenzhou, China
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Baxter MA, Marinho J, Soto-Perez-de-Celis E, Rodriquenz MG, Arora SP, Lok WCW, Shih YY, Liposits G, O'Hanlon S, Petty RD. Gastroesophageal adenocarcinoma in older adults: A comprehensive narrative review of management by the Young International Society of Geriatric Oncology. J Geriatr Oncol 2022; 13:7-19. [PMID: 34548259 DOI: 10.1016/j.jgo.2021.09.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 08/26/2021] [Accepted: 09/07/2021] [Indexed: 12/24/2022]
Abstract
Gastroesophageal adenocarcinoma is a disease of older adults with very poor survival rates. Its incidence has risen dramatically across the world in recent decades. Current treatment approaches for older adults are based largely on extrapolated evidence from clinical trials conducted in younger and fitter participants than those more commonly encountered in clinical practice. Understanding how to apply available evidence to our patients in the clinic setting is essential given the high morbidity of both curative and palliative treatment. This review aims to use available data to inform the management of an older adult with gastroesophageal adenocarcinoma.
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Affiliation(s)
- Mark A Baxter
- Division of Molecular and Clinical Medicine, University of Dundee, Dundee, UK; Tayside Cancer Centre, Ninewells Hospital, Dundee, UK.
| | - Joana Marinho
- Department of Medical Oncology, Centro Hospitalar Vila Nova de Gaia/Espinho, Vila Nova de Gaia, Portugal; Associação de Investigação de Cuidados de Suporte em Oncologia (AICSO), Espinho, Portugal
| | - Enrique Soto-Perez-de-Celis
- Department of Geriatrics, Instituto Nacional de Ciencias Medicas y Nutricion Salvador Zubiran, Mexico City, Mexico
| | - Maria Grazia Rodriquenz
- Oncology Unit, Foundation IRCCS, Casa Sollievo della Sofferenza, San Giovanni Rotondo, Italy
| | - Sukeshi Patel Arora
- Mays Cancer Center, University of Texas Health San Antonio, Leader in Gastrointestinal Malignancies, 7979 Wurzbach Rd, 78229 San Antonio, TX, USA
| | - Wendy Chan Wing Lok
- Department of Clinical Oncology, LKS Faculty of Medicine, University of Hong Kong, China
| | - Yung-Yu Shih
- Department of Hematology and Oncology, Kaiser Franz Josef Hospital-Clinic Favoriten, Vienna, Austria
| | - Gabor Liposits
- Department of Oncology, Odense University Hospital, Odense, Denmark; Department of Clinical Research, University of Southern Denmark, Odense, Denmark; Academy of Geriatric Cancer Research (AgeCare), Odense, Denmark
| | - Shane O'Hanlon
- Department of Geriatric Medicine, St Vincent's University Hospital, Dublin, Ireland; University College, Dublin, Ireland
| | - Russell D Petty
- Division of Molecular and Clinical Medicine, University of Dundee, Dundee, UK; Tayside Cancer Centre, Ninewells Hospital, Dundee, UK
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Kim HD, Ryu MH, Park YS, Lee SY, Moon M, Kang YK. Insertion-deletion rate is a qualitative aspect of the tumor mutation burden associated with the clinical outcomes of gastric cancer patients treated with nivolumab. Gastric Cancer 2022; 25:226-234. [PMID: 34468871 DOI: 10.1007/s10120-021-01233-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Accepted: 08/11/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND We aimed to investigate the clinical implications of the tumor mutation burden (TMB) and insertion-deletion (indel) rate in gastric cancer patients treated with nivolumab. METHODS A total of 105 patients with advanced gastric cancer who were treated with nivolumab as third or later line of therapy were included as the study population. The indel rate was defined as the proportion of indels making up the TMB. RESULTS The median age was 58 (32-78 years), and 65 (61.9%) were men. Patients with TMB > 18.03/Mb showed superior progression-free survival (PFS) and overall survival (OS) compared to those with TMB ≤ 18.03/Mb. Patients with a high indel rate (> 40%) had a favorable PFS and OS compared to those with a lower indel rate (≤ 40%) (P = 0.009 and P = 0.007, respectively). The association between a high indel rate and favorable PFS and OS was prominent in a subgroup with TMB > 18.03/Mb (P < 0.001 and P = 0.007 for PFS and OS, respectively), but not in that with TMB ≤ 18.03/Mb. All five patients with deficient-MMR fell into the category of 'TMB > 18.03/Mb with an indel rate of > 40%. TMB ≥ 18.03/Mb with an indel rate of > 40% was independently associated with a favorable PFS (hazard ratio [HR] 0.07, P = 0.012) and OS (HR 0.09, P = 0.023). CONCLUSION TMB and indel rate should be jointly considered to better predict survival outcomes of gastric cancer patients treated with nivolumab. Our findings deserve further investigation and validation in future studies.
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Affiliation(s)
- Hyung-Don Kim
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, 88, Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, Republic of Korea
| | - Min-Hee Ryu
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, 88, Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, Republic of Korea
| | - Young Soo Park
- Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Sun Young Lee
- Asan Medical Center, Asan Institute for Life Science, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Meesun Moon
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, 88, Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, Republic of Korea
| | - Yoon-Koo Kang
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, 88, Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, Republic of Korea.
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Huang T, Liang Y, Zhang H, Chen X, Wei H, Sun W, Wang Y. CSMD1 Mutations Are Associated with Increased Mutational Burden, Favorable Prognosis, and Anti-Tumor Immunity in Gastric Cancer. Genes (Basel) 2021; 12:genes12111715. [PMID: 34828321 PMCID: PMC8623648 DOI: 10.3390/genes12111715] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Revised: 10/24/2021] [Accepted: 10/26/2021] [Indexed: 12/24/2022] Open
Abstract
Tumor mutational burden (TMB) is considered a potential biomarker for predicting the response and effect of immune checkpoint inhibitors (ICIs). To find specific gene mutations related to TMB and the prognosis of patients, the frequently mutated genes in gastric cancer patients from TCGA and ICGC were obtained and the correlation between gene mutation, TMB, and prognosis was analyzed. Furthermore, to clarify whether specific gene mutations can be used as predictive biomarkers of ICIs, a gene set enrichment analysis (GSEA) for immune pathways and an immune infiltration analysis were conducted. The results showed that CUB and Sushi multiple domains 1 (CSMD1) mutation (CSMD1-mut) were associated with higher TMB and better prognosis in patients. The genetic map showed that, compared with wild-type samples, the loss of chromosomes 4q, 5q, 8p, and 9p decreased and the status of microsatellite instability increased in the CSMD1-mut samples. The GSEA analysis showed that immune-related pathways were enriched in the CSMD1-mut samples. The immune infiltration analysis showed that the anti-tumor immune cells were upregulated and that the tumor-promoting immune cells were downregulated in the CSMD1-mut samples. The gene co-expression analysis showed that PD-L1 expression was higher in the CSMD1-mut samples. In summary, CSMD1-mut in gastric cancer was associated with increased TMB and favorable survival and may have potential significance in predicting the efficacy of anti-PD-L1.
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Affiliation(s)
- Taobi Huang
- The First Clinical Medical College, Lanzhou University, Lanzhou 730000, China; (T.H.); (Y.L.); (H.Z.); (X.C.); (H.W.)
- Department of Gastroenterology, The First Hospital of Lanzhou University, Lanzhou 730000, China
- Key Laboratory for Gastrointestinal Diseases of Gansu Province, The First Hospital of Lanzhou University, Lanzhou 730000, China
| | - Yuan Liang
- The First Clinical Medical College, Lanzhou University, Lanzhou 730000, China; (T.H.); (Y.L.); (H.Z.); (X.C.); (H.W.)
- Department of Gastroenterology, The First Hospital of Lanzhou University, Lanzhou 730000, China
- Key Laboratory for Gastrointestinal Diseases of Gansu Province, The First Hospital of Lanzhou University, Lanzhou 730000, China
| | - Huiyun Zhang
- The First Clinical Medical College, Lanzhou University, Lanzhou 730000, China; (T.H.); (Y.L.); (H.Z.); (X.C.); (H.W.)
- Department of Gastroenterology, The First Hospital of Lanzhou University, Lanzhou 730000, China
- Key Laboratory for Gastrointestinal Diseases of Gansu Province, The First Hospital of Lanzhou University, Lanzhou 730000, China
| | - Xia Chen
- The First Clinical Medical College, Lanzhou University, Lanzhou 730000, China; (T.H.); (Y.L.); (H.Z.); (X.C.); (H.W.)
- Department of Gastroenterology, The First Hospital of Lanzhou University, Lanzhou 730000, China
- Key Laboratory for Gastrointestinal Diseases of Gansu Province, The First Hospital of Lanzhou University, Lanzhou 730000, China
| | - Hui Wei
- The First Clinical Medical College, Lanzhou University, Lanzhou 730000, China; (T.H.); (Y.L.); (H.Z.); (X.C.); (H.W.)
- Department of Gastroenterology, The First Hospital of Lanzhou University, Lanzhou 730000, China
- Key Laboratory for Gastrointestinal Diseases of Gansu Province, The First Hospital of Lanzhou University, Lanzhou 730000, China
| | - Weiming Sun
- Department of Endocrinology, The First Hospital of Lanzhou University, Lanzhou 730000, China;
| | - Yuping Wang
- Department of Gastroenterology, The First Hospital of Lanzhou University, Lanzhou 730000, China
- Key Laboratory for Gastrointestinal Diseases of Gansu Province, The First Hospital of Lanzhou University, Lanzhou 730000, China
- Correspondence: ; Tel.: +86-931-8356012
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Ruiz Hispán E, Pedregal M, Cristobal I, García-Foncillas J, Caramés C. Immunotherapy for Peritoneal Metastases from Gastric Cancer: Rationale, Current Practice and Ongoing Trials. J Clin Med 2021; 10:4649. [PMID: 34682772 PMCID: PMC8539177 DOI: 10.3390/jcm10204649] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 10/07/2021] [Accepted: 10/08/2021] [Indexed: 02/07/2023] Open
Abstract
Peritoneal metastases from gastric cancer play a key role in the fatal prognosis of the disease. The lack of efficacy of actual therapeutic approaches together with the outcomes achieved with checkpoint inhibitors in gastric cancer compel us to address the current state-of-the-art immunotherapy treatment of peritoneal dissemination. The immunogenicity of the peritoneum has been described to be particularly active at omentum and peritoneal lymph nodes. Also, both innate and acquired immunity seems to be involved at different molecular levels. Recent works show PDL1 expression being less present at the peritoneal level; however, some clinical trials have begun to yield results. For example, the ATTRACTION-2 trial has demonstrated the activity of Nivolumab in heavily pretreated patients even though peritoneal metastases were diagnosed in a 30% of them. Despite positive results in the metastatic setting, peritoneal responses to systemic checkpoint inhibitors remains unclear, therefore, new strategies for intraperitoneal immunotherapy are being proposed for different ongoing clinical trials.
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Affiliation(s)
- Eva Ruiz Hispán
- Department of Oncology, Fundación Jiménez Díaz University Hospital, IIS-Fundación Jiménez Díaz, 28040 Madrid, Spain; (E.R.H.); (M.P.)
| | - Manuel Pedregal
- Department of Oncology, Fundación Jiménez Díaz University Hospital, IIS-Fundación Jiménez Díaz, 28040 Madrid, Spain; (E.R.H.); (M.P.)
| | - Ion Cristobal
- Cancer Unit for Research on Novel Therapeutic Targets, Oncohealth Institute, IIS-Fundación Jiménez Díaz-UAM Madrid, 28040 Madrid, Spain;
| | - Jesús García-Foncillas
- Department of Oncology, Fundación Jiménez Díaz University Hospital, IIS-Fundación Jiménez Díaz, 28040 Madrid, Spain; (E.R.H.); (M.P.)
| | - Cristina Caramés
- Department of Oncology, Fundación Jiménez Díaz University Hospital, IIS-Fundación Jiménez Díaz, 28040 Madrid, Spain; (E.R.H.); (M.P.)
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Varnier R, Garrivier T, Hafliger E, Favre A, Coutzac C, Spire C, Rochefort P, Sarabi M, Desseigne F, Guibert P, Cattey-Javouhey A, Funk-Debleds P, Mastier C, Buisson A, Pérol D, Trédan O, Blay JY, Phelip JM, de la Fouchardiere C. Hyperprogressive Disease After Combined Anti-PD-L1 and Anti-CTLA-4 Immunotherapy for MSI-H/dMMR Gastric Cancer: A Case Report. Front Oncol 2021; 11:756365. [PMID: 34631593 PMCID: PMC8499695 DOI: 10.3389/fonc.2021.756365] [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: 08/10/2021] [Accepted: 09/08/2021] [Indexed: 12/30/2022] Open
Abstract
Immune checkpoint inhibitors (ICI) have been developed in gastric adenocarcinomas and approved in first-line metastatic setting (in combination with chemotherapy) as well as in pretreated patients. Microsatellite instability-high (MSI-H) tumors are predicted to derive high benefit from ICI but data in gastric locations are limited. Here, we describe the case of a 68-year old patient with stage IV MSI-H gastric adenocarcinoma, referred to our center to receive immunotherapy after failure of standard of care (surgery with perioperative platin-based chemotherapy and paclitaxel plus ramucirumab at disease progression). The patient received one injection of durvalumab and tremelimumab and was hospitalized eighteen days after because of occlusive syndrome. The CT scan showed hyperprogression of the lymph nodes and hepatic lesions, compressing the gastric stump. He died few days later. Molecular analyses did not explain this outcome. To our knowledge, this is one of the first reported cases of hyperprogressive disease after combined ICI for a patient with MSI-H tumor. We review the potential causes and discuss the emerging literature regarding predictive factors of hyperprogression in the particular subset of MSI-H patients. If some data were available in retrospective studies, validation of strong predictive factors is needed to avoid such dramatic evolutions.
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Affiliation(s)
- Romain Varnier
- Department of Medical Oncology, Centre Léon Bérard, Lyon, France
| | | | - Emilie Hafliger
- Department of Medical Oncology, Centre Léon Bérard, Lyon, France
| | - Aymeric Favre
- Department of Medical Oncology, Centre Léon Bérard, Lyon, France
| | - Clélia Coutzac
- Department of Medical Oncology, Centre Léon Bérard, Lyon, France
| | - Clément Spire
- Department of Medical Oncology, Centre Léon Bérard, Lyon, France
| | | | - Matthieu Sarabi
- Department of Medical Oncology, Centre Léon Bérard, Lyon, France
| | | | - Pierre Guibert
- Department of Medical Oncology, Centre Léon Bérard, Lyon, France
| | | | | | | | - Adrien Buisson
- Department of Biopathology, Centre Léon Bérard, Lyon, France
| | - David Pérol
- Department of Clinical Research, Centre Léon Bérard, Lyon, France
| | - Oliver Trédan
- Department of Medical Oncology, Centre Léon Bérard, Lyon, France
| | - Jean-Yves Blay
- Department of Medical Oncology, Centre Léon Bérard, Lyon, France
| | - Jean-Marc Phelip
- Department of Hepato-Gastroenterology and Digestive Oncology, St Etienne University Hospital, St Etienne, France
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39
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Sun J, Jiang Q, Chen H, Zhang Q, Zhao J, Li H, Wang X, Fang Y, Ruan Y, Sun Y. Genomic instability-associated lncRNA signature predicts prognosis and distinct immune landscape in gastric cancer. ANNALS OF TRANSLATIONAL MEDICINE 2021; 9:1326. [PMID: 34532463 PMCID: PMC8422092 DOI: 10.21037/atm-21-3569] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Accepted: 08/05/2021] [Indexed: 01/27/2023]
Abstract
Background Characterized by multiple features, genomic stability-related markers, such as microsatellite instability (MSI), were regulated as an important predictor of chemotherapy and immunity responses in cancer treatment. The aim of our study was to identify a genomic instability-associated long non-coding RNA (lncRNA) signature to help predict the survival and therapy response of gastric cancers (GCs). Methods We used RNA sequencing and single nucleotide variant (SNV) data from The Cancer Genome Atlas-stomach adenocarcinoma (TCGA-STAD) datasets to explore genomic instability-associated lncRNAs. Hierarchical cluster analyses of 197 differentially expressed genomic instability-associated lncRNAs were performed to separate GC patients into two groups, namely, the genomically unstable (GU)-like group and the genomically stable (GS)-like group. Results Cox regression analysis was conducted to finally identify six lncRNAs (LINC02678, HOXA10-AS, RHOXF1-AS1, AC010789.1, LINC01150, and TGFB2-AS1) with independent prognostic value to establish the genomic instability-associated lncRNA signature (GILncSig). Based on the SNV analysis, GILncSig was correlated with accumulation of gene mutation counts. Further comparisons between different risk score groups were performed to assess chemotherapy drug sensitivity and immune landscape variations. Conclusions Our study not only revealed the genomic instability-associated lncRNAs in GCs, but provided a key method and resource for further studies of the role of these lncRNAs play, and introduced a potential new way to identify genomic instability-associated cancer biomarkers.
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Affiliation(s)
- Jie Sun
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Quan Jiang
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China.,Human Phenome Institute, Fudan University, Shanghai, China
| | - Hao Chen
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Qi Zhang
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Junjie Zhao
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Haojie Li
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Xuefei Wang
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yong Fang
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yuanyuan Ruan
- Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences, Fudan University, Shanghai, China
| | - Yihong Sun
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
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40
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Huang T, Chen X, Zhang H, Liang Y, Li L, Wei H, Sun W, Wang Y. Prognostic Role of Tumor Mutational Burden in Cancer Patients Treated With Immune Checkpoint Inhibitors: A Systematic Review and Meta-Analysis. Front Oncol 2021; 11:706652. [PMID: 34395281 PMCID: PMC8358612 DOI: 10.3389/fonc.2021.706652] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Accepted: 07/12/2021] [Indexed: 01/10/2023] Open
Abstract
Purpose Immunotherapy is regarded as the most promising treatment for cancer. However, immune checkpoint inhibitors (ICIs) are not effective for all patients. Herein, we conducted a systematic review and meta-analysis to explore whether tumor mutational burden (TMB) can be used as a potential prognostic biomarker for cancer patients treated with ICIs. Methods We systematically retrieved relevant literature published in the PubMed, Embase, Web of Science, and Cochrane databases up to December 28, 2020. All cohort studies and clinical trials that reported hazard ratios (HRs) for overall (OS) and progression-free survival (PFS), as well as the corresponding 95% confidence intervals (CIs) of high and low TMB patients, were included. All statistical analyses were performed using the R software. Results Pooled results from a total of 32 studies with 6,131 participants showed significantly increased OS (HR: 0.61, 95% CI: 0.53–0.71; P <0.01) and PFS (HR: 0.51, 95% CI: 0.44–0.60; P <0.01) for the high TMB group receiving ICIs as compared to the low TMB group. Particularly, results were found to be more significant in studies with larger sample sizes (≥30), Western patients, higher TMB cutoff values (≥20 mut/Mb), anti–PD-1 therapy, and when the sample source was tissue and tumor type was either melanoma, small cell lung cancer, or gastric cancer. Conclusion TMB is a promising independent prognostic biomarker for cancer patients receiving ICIs, which could provide a new potential therapeutic strategy for high TMB patients who have failed traditional therapy. Furthermore, consistency in the key aspects of TMB assessment is expected in the future. Systematic Review Registration [https://www.crd.york.ac.uk/PROSPERO], Prospective Register of Systematic Reviews (PROSPERO), identifier: CRD42021229016.
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Affiliation(s)
- Taobi Huang
- Department of Gastroenterology, The First Clinical Medical College, Lanzhou University, Lanzhou, China.,Department of Gastroenterology, The First Hospital of Lanzhou University, Lanzhou, China.,Key Laboratory for Gastrointestinal Diseases of Gansu Province, The First Hospital of Lanzhou University, Lanzhou, China
| | - Xia Chen
- Department of Gastroenterology, The First Clinical Medical College, Lanzhou University, Lanzhou, China.,Department of Gastroenterology, The First Hospital of Lanzhou University, Lanzhou, China.,Key Laboratory for Gastrointestinal Diseases of Gansu Province, The First Hospital of Lanzhou University, Lanzhou, China
| | - Huiyun Zhang
- Department of Gastroenterology, The First Clinical Medical College, Lanzhou University, Lanzhou, China.,Department of Gastroenterology, The First Hospital of Lanzhou University, Lanzhou, China.,Key Laboratory for Gastrointestinal Diseases of Gansu Province, The First Hospital of Lanzhou University, Lanzhou, China
| | - Yuan Liang
- Department of Gastroenterology, The First Clinical Medical College, Lanzhou University, Lanzhou, China.,Department of Gastroenterology, The First Hospital of Lanzhou University, Lanzhou, China.,Key Laboratory for Gastrointestinal Diseases of Gansu Province, The First Hospital of Lanzhou University, Lanzhou, China
| | - Longquan Li
- Department of Gastroenterology, The First Clinical Medical College, Lanzhou University, Lanzhou, China.,Department of Gastroenterology, The First Hospital of Lanzhou University, Lanzhou, China.,Key Laboratory for Gastrointestinal Diseases of Gansu Province, The First Hospital of Lanzhou University, Lanzhou, China
| | - Hui Wei
- Department of Gastroenterology, The First Clinical Medical College, Lanzhou University, Lanzhou, China.,Department of Gastroenterology, The First Hospital of Lanzhou University, Lanzhou, China.,Key Laboratory for Gastrointestinal Diseases of Gansu Province, The First Hospital of Lanzhou University, Lanzhou, China
| | - Weiming Sun
- Department of Endocrinology, The First Hospital of Lanzhou University, Lanzhou, China
| | - Yuping Wang
- Department of Gastroenterology, The First Hospital of Lanzhou University, Lanzhou, China.,Key Laboratory for Gastrointestinal Diseases of Gansu Province, The First Hospital of Lanzhou University, Lanzhou, China
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Kumamoto T, Tomita T, Hojo Y, Nakamura T, Kurahashi Y, Ishida Y, Miwa H, Hirota S, Shinohara H. Pathological Complete Response and Successful Conversion Surgery After Nivolumab Therapy for Stage IV Oesophagogastric Junction Cancer. In Vivo 2021; 35:2247-2251. [PMID: 34182503 DOI: 10.21873/invivo.12497] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Revised: 05/25/2021] [Accepted: 05/27/2021] [Indexed: 12/14/2022]
Abstract
BACKGROUND Multimodality treatment including immune check point inhibitors is required for stage IV oesophagogastric junction cancer (OGJC). CASE REPORT A 69-year-old man, was diagnosed with advanced OGJC and para-aortic lymph node metastasis (T3N+M1, stage IV), which upon biopsy, was shown to be an adenocarcinoma. After eight courses of nivolumab as third-line chemotherapy, the primary tumour and enlarged regional and para-aortic lymph nodes shrunk markedly, while tumour markers decreased within normal ranges. We performed a minimally invasive Ivor-Lewis oesophagectomy with completion of an abdominal D2 and transhiatal lower mediastinal lymph node dissection. Pathological findings revealed a complete response for the primary tumour and a regional lymph node metastasis. A biopsy of the previous sample revealed microsatellite instability-negativity, Epstein-Barr virus-negativity, and programmed cell death-1-ligand combined positive score of 2. He was followed up for 3 months without recurrence. CONCLUSION Nivolumab may induce pathological complete response for stage IV OGJC even in cases negative for microsatellite instability and Epstein-Barr virus, besides the programmed cell death-1-ligand combined positive score of <5.
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Affiliation(s)
- Tsutomu Kumamoto
- Department of Gastroenterological Surgery, Hyogo College of Medicine, Hyogo, Japan
| | - Toshihiko Tomita
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Hyogo College of Medicine, Hyogo, Japan
| | - Yudai Hojo
- Department of Gastroenterological Surgery, Hyogo College of Medicine, Hyogo, Japan
| | - Tatsuro Nakamura
- Department of Gastroenterological Surgery, Hyogo College of Medicine, Hyogo, Japan
| | - Yasunori Kurahashi
- Department of Gastroenterological Surgery, Hyogo College of Medicine, Hyogo, Japan
| | - Yoshinori Ishida
- Department of Gastroenterological Surgery, Hyogo College of Medicine, Hyogo, Japan
| | - Hiroto Miwa
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Hyogo College of Medicine, Hyogo, Japan
| | - Seiichi Hirota
- Department of Surgical Pathology, Hyogo College of Medicine, Hyogo, Japan
| | - Hisashi Shinohara
- Department of Gastroenterological Surgery, Hyogo College of Medicine, Hyogo, Japan;
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Wei XL, Liu QW, Liu FR, Yuan SS, Li XF, Li JN, Yang AL, Ling YH. The clinicopathological significance and predictive value for immunotherapy of programmed death ligand-1 expression in Epstein-Barr virus-associated gastric cancer. Oncoimmunology 2021; 10:1938381. [PMID: 34235004 PMCID: PMC8216206 DOI: 10.1080/2162402x.2021.1938381] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
The effect of anti-programmed cell death 1 (PD-1) antibody in Epstein-Barr virus-associated gastric cancer (EBVaGC) was debatable, and no predictive biomarkers for efficacy have been reported. Public reports on anti-PD-1 antibody monotherapy-treated EBVaGC with available programmed death ligand-1 (PD-L1) expression status were summarized and analyzed. Relevance with clinicopathologic characteristics of PD-L1 expression by immunohistochemistry was analyzed in 159 patients diagnosed with EBVaGC. Relevance with genomic transcriptome and mutation profile of PD-L1 status in EBVaGC was assessed with three datasets, the cancer genome atlas (TCGA), Gene Expression Omnibus (GEO) GSE51575, and GSE62254. Based on the data from 8 reports, patients with positive PD-L1 expression (n = 30) had significantly superior objective response rate (ORR) than patients with negative PD-L1 expression (n = 9) (63.3% vs. 0%, P = .001) in EBVaGC receiving anti-PD-1 antibody monotherapy. PD-L1 positivity was associated with less aggressive clinicopathological characteristics and was an independent predictor for a longer disease-free survival (hazard ratio [HR] and 95% CI: 0.45 [0.22–0.92], P = .03) and overall survival (HR and 95% CI: 0.17 [0.06–0.43], P < .001). Analysis of public EBVaGC transcriptome and mutation datasets revealed enhanced immune-related signal pathways in PD-L1high EBVaGC and distinct mutation patterns in PD-L1low EBVaGC. PD-L1 positivity indicates a subtype of EBVaGC with ‘hot’ immune microenvironment, lower aggressiveness, better prognosis, and higher sensitivity to anti-PD-1 immunotherapy.
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Affiliation(s)
- Xiao-Li Wei
- Department of Medical Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Qian-Wen Liu
- Department of Clinical Research, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Fu-Rong Liu
- Department of Clinical Research, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Sha-Sha Yuan
- Department of Pathology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Xiao-Fen Li
- Department of Abdominal Oncology, West China Hospital of Medicine, Sichuan University, Chengdu, Sichuan, China
| | - Jia-Ning Li
- Department of Clinical Research, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - An-Li Yang
- Department of Breast Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Yi-Hong Ling
- Department of Pathology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
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Chen Y, Zhang C, Peng Z, Qi C, Gong J, Zhang X, Li J, Shen L. Association of Lymphocyte-to-Monocyte Ratio With Survival in Advanced Gastric Cancer Patients Treated With Immune Checkpoint Inhibitor. Front Oncol 2021; 11:589022. [PMID: 34141607 PMCID: PMC8203902 DOI: 10.3389/fonc.2021.589022] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Accepted: 04/06/2021] [Indexed: 12/26/2022] Open
Abstract
Background Optimal prognostic biomarkers for patients with gastric cancer who received immune checkpoint inhibitor (ICI) are lacking. Inflammatory markers including lymphocyte-to-monocyte ratio (LMR), platelet-to-lymphocyte ratio (PLR), and systemic inflammation index (SII) are easily available. However, its correlation with ICI is unknown in gastric cancer. Here, we evaluated the potential association between LMR, PLR, and SII with clinical outcomes in gastric cancer patients undergoing ICI therapy. Methods We examined LMR, PLR, SII at baseline, and 6 (± 2) weeks later in 139 patients received ICI therapy between August 2015 and April 2019 at Peking University Cancer Hospital (Beijing, China). Landmark analysis at 6 weeks was conducted to explore the prognostic value of LMR, PLR, and SII on progress-free survival (PFS), and overall survival (OS). A Cox proportional hazards model was used to compute mortality hazard ratios (HRs) for LMR, adjusting for potential confounders including age, sex, ECOG, tumor location, tumor differentiation, tumor stage, line of therapy, and type of anti-PD-1/PD-L1 therapy. Results Among 139 patients, 103 (74.1%) were male, median age was 60 years. Median duration of therapy was 6 cycles. We observed that both LMR at baseline and week 6 were independent prognostic factors. Patients with a higher LMR (≥ 3.5) at baseline or week 6 had superior PFS [baseline: HR 0.58, 95% confidence interval (CI): 0.38–0.91; week 6: HR 0.48, 95% CI: 0.29–0.78] and OS (baseline: HR 0.38, 95% CI: 0.24–0.62; week 6: HR 0.52, 95% CI: 0.31–0.88) compared with patients with a lower LMR (< 3.5). Furthermore, for patients with both LMR ≥ 3.5 at baseline and LMR ≥ 3.5 at week 6 were estimated to have much better PFS (HR 0.41, 95% CI: 0.23–0.72) and OS (HR 0.34, 95% CI: 0.18–0.64) than patients with both LMR < 3.5 at baseline and LMR < 3.5 at week 6. Conclusions Baseline and early changes in LMR were strongly associated with survival in gastric cancer patients who received ICI therapy, and may serve to identify patients most likely to benefit from ICI.
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Affiliation(s)
- Yang Chen
- Department of Gastrointestinal Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Peking University Cancer Hospital & Institute, Beijing, China
| | - Cheng Zhang
- Department of Gastrointestinal Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Peking University Cancer Hospital & Institute, Beijing, China
| | - Zhi Peng
- Department of Gastrointestinal Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Peking University Cancer Hospital & Institute, Beijing, China
| | - Changsong Qi
- Department of Gastrointestinal Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Peking University Cancer Hospital & Institute, Beijing, China
| | - Jifang Gong
- Department of Gastrointestinal Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Peking University Cancer Hospital & Institute, Beijing, China
| | - Xiaotian Zhang
- Department of Gastrointestinal Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Peking University Cancer Hospital & Institute, Beijing, China
| | - Jian Li
- Department of Gastrointestinal Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Peking University Cancer Hospital & Institute, Beijing, China
| | - Lin Shen
- Department of Gastrointestinal Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Peking University Cancer Hospital & Institute, Beijing, China
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Lengyel CG, Hussain S, Trapani D, El Bairi K, Altuna SC, Seeber A, Odhiambo A, Habeeb BS, Seid F. The Emerging Role of Liquid Biopsy in Gastric Cancer. J Clin Med 2021; 10:2108. [PMID: 34068319 PMCID: PMC8153353 DOI: 10.3390/jcm10102108] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2021] [Revised: 05/07/2021] [Accepted: 05/10/2021] [Indexed: 02/06/2023] Open
Abstract
(1) Background: Liquid biopsy (LB) is a novel diagnostic method with the potential of revolutionizing the prevention, diagnosis, and treatment of several solid tumors. The present paper aims to summarize the current knowledge and explore future possibilities of LB in the management of metastatic gastric cancer. (2) Methods: This narrative review examined the most recent literature on the use of LB-based techniques in metastatic gastric cancer and the current LB-related clinical trial landscape. (3) Results: In gastric cancer, the detection of circulating cancer cells (CTCs) has been recognized to have a prognostic role in all the disease stages. In the setting of localized disease, cell-free DNA (cfDNA) and circulating tumor DNA (ctDNA) qualitative and quantitative detection have the potential to inform on the risk of cancer recurrence and metastatic dissemination. In addition, gastric cancer-released exosomes may play an essential part in metastasis formation. In the metastatic setting, the levels of cfDNA show a positive correlation with tumor burden. There is evidence that circulating tumor microemboli (CTM) in the blood of metastatic patients is an independent prognostic factor for shorter overall survival. Gastric cancer-derived exosomal microRNAs or clonal mutations and copy number variations detectable in ctDNA may contribute resistance to chemotherapy or targeted therapies, respectively. There is conflicting and limited data on CTC-based PD-L1 verification and cfDNA-based Epstein-Barr virus detection to predict or monitor immunotherapy responses. (4) Conclusions: Although preliminary studies analyzing LBs in patients with advanced gastric cancer appear promising, more research is required to obtain better insights into the molecular mechanisms underlying resistance to systemic therapies. Moreover, validation and standardization of LB methods are crucial before introducing them in clinical practice. The feasibility of repeatable, minimally invasive sampling opens up the possibility of selecting or dynamically changing therapies based on prognostic risk or predictive biomarkers, such as resistance markers. Research is warranted to exploit a possible transforming area of cancer care.
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Affiliation(s)
| | - Sadaqat Hussain
- North West Cancer Center, Altnagelvin Hospital, Londonderry BT47 6SB, UK;
| | - Dario Trapani
- European Institute of Oncology, IRCCS, 20141 Milan, Italy;
| | | | | | - Andreas Seeber
- Department of Hematology and Oncology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, 6020 Innsbruck, Austria;
| | - Andrew Odhiambo
- Unit of Medical Oncology, Department of Clinical Medicine, University of Nairobi, Nairobi 30197, Kenya;
| | - Baker Shalal Habeeb
- Department of Medical Oncology, Shaqlawa Teaching Hospital, Shaqlawa, Erbil 44005, Iraq;
| | - Fahmi Seid
- School of Medicine and Health Sciences, Hawassa University, Hawassa 1560, Ethiopia;
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Chen C, Liu S, Jiang X, Huang L, Chen F, Wei X, Guo H, Shao Y, Li Y, Li W. Tumor mutation burden estimated by a 69-gene-panel is associated with overall survival in patients with diffuse large B-cell lymphoma. Exp Hematol Oncol 2021; 10:20. [PMID: 33722306 PMCID: PMC7962318 DOI: 10.1186/s40164-021-00215-4] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2021] [Accepted: 03/08/2021] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND Tumor mutation burden (TMB) as estimated by cancer gene panels (CGPs) has been confirmed to be associated with prognosis and is effective in predicting clinical benefit from immune checkpoint blockade (ICB) in solid tumors. However, whether the TMB calculated by CGPs is associated with overall survival (OS) for patients with diffuse large B-cell lymphoma (DLBCL) is worth exploring. METHODS The prognostic value of panel-TMB, calculated by a panel of 69 genes (GP69), for 87 DLBCL patients in our clinical center (GDPH dataset) was explored. The results were further validated using 37 DLBCL patients from the Cancer Genome Atlas (TCGA) database (TCGA dataset). RESULTS Spearman correlation analysis suggested that panel-TMB is positively correlated with the TMB calculated by whole-exome sequencing (wTMB) in the TCGA dataset (R = 0.76, P < 0.0001). Both GDPH and TCGA results demonstrated that higher panel-TMB is significantly associated with a poor OS for DLBCL patients (P < 0.05) where a panel of 13 genes was associated with poor OS, and another panel of 26 genes was correlated with a favorable OS for DLBCL patients. Further subgroup analysis indicated that higher panel-TMB had shorter OS in DLBCL patients with younger than 60 years, elevated LDH, greater than one extranodal involvement, stage III/IV, an IPI score of 3-5, or HBsAg, anti-HBc, or HBV-DNA negativity (P < 0.05). Interestingly, the nomogram model constructed by panel-TMB, stage, and IPI could individually and visually predict the 1-, 2- and 3-year OS rates of DLBCL patients. CONCLUSIONS We established GP69 for the evaluation of OS for Chinese DLBCL patients. panel-TMB might be a potential predictor for prognostic stratification of DLBCL patients.
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Affiliation(s)
- Cunte Chen
- Institute of Hematology, School of Medicine, Key Laboratory for Regenerative Medicine of Ministry of Education, Jinan University, Guangzhou, China
| | - Sichu Liu
- Department of Lymphoma, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, School of Medicine, South China University of Technology, Guangzhou, China
| | - Xinmiao Jiang
- Department of Lymphoma, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, School of Medicine, South China University of Technology, Guangzhou, China
| | - Ling Huang
- Department of Lymphoma, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, School of Medicine, South China University of Technology, Guangzhou, China
| | - Feili Chen
- Department of Lymphoma, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, School of Medicine, South China University of Technology, Guangzhou, China
| | - Xiaojun Wei
- Department of Lymphoma, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, School of Medicine, South China University of Technology, Guangzhou, China
| | - Hanguo Guo
- Department of Lymphoma, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, School of Medicine, South China University of Technology, Guangzhou, China
| | - Yang Shao
- Nanjing Geneseq Technology Inc, Nanjing, Jiangsu, China
- School of Public Health, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Yangqiu Li
- Institute of Hematology, School of Medicine, Key Laboratory for Regenerative Medicine of Ministry of Education, Jinan University, Guangzhou, China.
| | - Wenyu Li
- Department of Lymphoma, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, School of Medicine, South China University of Technology, Guangzhou, China.
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Zhao DY, Sun XZ, Yao SK. Mining The Cancer Genome Atlas database for tumor mutation burden and its clinical implications in gastric cancer. World J Gastrointest Oncol 2021; 13:37-57. [PMID: 33510848 PMCID: PMC7805270 DOI: 10.4251/wjgo.v13.i1.37] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Revised: 11/08/2020] [Accepted: 11/29/2020] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Tumor mutational burden (TMB) is an important independent biomarker for the response to immunotherapy in multiple cancers. However, the clinical implications of TMB in gastric cancer (GC) have not been fully elucidated.
AIM To explore the landscape of mutation profiles and determine the correlation between TMB and microRNA (miRNA) expression in GC.
METHODS Genomic, transcriptomic, and clinical data from The Cancer Genome Atlas were used to obtain mutational profiles and investigate the statistical correlation between mutational burden and the overall survival of GC patients. The difference in immune infiltration between high- and low-TMB subgroups was evaluated by Wilcoxon rank-sum test. Furthermore, miRNAs differentially expressed between the high- and low-TMB subgroups were identified and the least absolute shrinkage and selection operator method was employed to construct a miRNA-based signature for TMB prediction. The biological functions of the predictive miRNAs were identified with DIANA-miRPath v3.0.
RESULTS C>T single nucleotide mutations exhibited the highest mutation incidence, and the top three mutated genes were TTN, TP53, and MUC16 in GC. High TMB values (top 20%) were markedly correlated with better survival outcome, and multivariable regression analysis indicated that TMB remained prognostic independent of TNM stage, histological grade, age, and gender. Different TMB levels exhibited different immune infiltration patterns. Significant differences between the high- and low-TMB subgroups were observed in the infiltration of CD8+ T cells, M1 macrophages, regulatory T cells, and CD4+ T cells. In addition, we developed a miRNA-based signature using 23 differentially expressed miRNAs to predict TMB values of GC patients. The predictive performance of the signature was confirmed in the testing and the whole set. Receiver operating characteristic curve analysis demonstrated the optimal performance of the signature. Finally, enrichment analysis demonstrated that the set of miRNAs was significantly enriched in many key cancer and immune-related pathways.
CONCLUSION TMB
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Affiliation(s)
- Dong-Yan Zhao
- Department of Gastroenterology, China-Japan Friendship Hospital, Beijing 100029, China
- Graduate school, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing 100730, China
| | - Xi-Zhen Sun
- Department of Gastroenterology, China-Japan Friendship Hospital, Beijing 100029, China
- Graduate school, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing 100730, China
| | - Shu-Kun Yao
- Department of Gastroenterology, China-Japan Friendship Hospital, Beijing 100029, China
- Graduate school, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing 100730, China
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Attia H, Smyth E. Evolving therapies in advanced oesophago-gastric cancers and the increasing role of immunotherapy. Expert Rev Anticancer Ther 2021; 21:535-546. [PMID: 33349073 DOI: 10.1080/14737140.2021.1866548] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
INTRODUCTION Esophagogastric cancers remain a considerable health burden and among the top causes of global cancer-related deaths. Chemotherapy remains the cornerstone of treatment for patients with advanced disease. Doublet platinum/fluoropyrimidine therapy is established as first-line treatment with the option of adding a taxane in selected patients. Irinotecan, taxanes, and ramucirumab are approved as second-line treatments. Results from the trials KEYNOTE-059, ATTRACTION-2, and TAGS have established the use of immune checkpoint inhibitors and trifluridine/tipiracil as a third-line treatment. High PD-L1 expression, microsatellite instability, tumor mutational burden, and Epstein-Barr virus status may also be used to enrich for responses to immunotherapy. AREAS COVERED In this review, we discuss the outcome of recent trials in the later lines of therapy for esophagogastric cancer and place these in the context of current treatment paradigms. We also discuss the biology of esophagogastric cancers and how this might inform the development of new treatments. Finally, we comment on promising new drugs in development. EXPERT OPINION Recent advances in the treatment of chemo-refractory esophagogastric cancer add to the improving survival of patients with this disease. Further research is needed to improve patient selection to therapies and the earlier incorporation of these agents in the treatment journey.
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Affiliation(s)
- Hossameldin Attia
- Cambridge University Hospitals NHS Foundation Trust, Addenbrooke's Hospital, Cambridge, UK
| | - Elizabeth Smyth
- Cambridge University Hospitals NHS Foundation Trust, Addenbrooke's Hospital, Cambridge, UK
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PD-L1 expression in paired biopsies and surgical specimens in gastric adenocarcinoma: A digital image analysis study. Pathol Res Pract 2021; 218:153338. [PMID: 33440275 DOI: 10.1016/j.prp.2020.153338] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2020] [Revised: 12/26/2020] [Accepted: 12/30/2020] [Indexed: 01/13/2023]
Abstract
Programmed death-ligand 1 (PD-L1) expression in biopsies of gastric carcinoma may predict the results in corresponding surgical specimens. We compared PD-L1 immunohistochemistry (IHC) 22C3 pharmDx expression in paired biopsy and resection specimens. We also characterized the validity of a new PD-L1 assay using digital image analysis. PD-L1 IHC with 22C3 pharmDx and clone 73-10 was performed in 224 gastric cancer tissues (112 biopsies and paired surgical tissues) and the specimens were analyzed with the Leica Aperio Imagescope. For statistical analyses, the area under the receiver operating characteristic curve and R package were used. With 22C3 pharmDx, a PD-L1 combined positive score of ≥1 was found in 36 biopsied (32.14 %) and 53 surgical (47.32 %) samples. PD-L1 expression results were concordant in 71 cases (63.4 %) and discordant in 41 (36.6 %). The overall discordance rate was 36.61 % (95 % confidence interval 2.101-8.983) and the κ value was 0.254 with fair agreement. The sensitivity and specificity of biopsy PD-L1 to predict the results of the surgical specimen was 62 % and 73 %, respectively. The correlation of 22C3 pharmDx and clone 73-10 was high (correlation coefficient = 0.88). When only tumor cell staining was compared, this correlation was increased (correlation coefficient = 0.95). Our results indicated moderate association of PD-L1 expression between gastric biopsies and corresponding resected tumors. Results of PD-L1 assay with 73-10 are comparable to 22C3 pharmDx results.
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Zhang C, Chen Z, Chong X, Chen Y, Wang Z, Yu R, Sun T, Chen X, Shao Y, Zhang X, Gao J, Shen L. Clinical implications of plasma ctDNA features and dynamics in gastric cancer treated with HER2-targeted therapies. Clin Transl Med 2020; 10:e254. [PMID: 33377634 PMCID: PMC7737756 DOI: 10.1002/ctm2.254] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2020] [Revised: 11/25/2020] [Accepted: 11/29/2020] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Gastric cancer (GC) is confronted with limited options for precision medicine. Human epidermal growth factor receptor 2 (HER2) is the principal druggable target of GC, yet proper biomarkers for response/resistance prediction remain unveiled. METHODS From 40 GC patients received HER2-targeted therapy, a total of 327 peripheral blood plasma specimens was collected including baseline and treatment time points. Circulating tumor DNA (ctDNA) was extracted and sequenced with a target panel of 425 genes. Experimental validation of resistant mutations was carried out in NIH-3T3 cell line. RESULTS Genomic features, including ERBB2 copy number variation (CNV), total copy number load, and tumor mutation burdens (TMBs), dynamically changed along with the treatment process and correlated with disease progression. Plasma ctDNA-based diagnosis was more sensitive than conventional computed tomography scanning in 40% of investigated patients, gaining additional time for clinical management. Compared to baseline, new gene alterations were emerged in 12 patients who developed drug resistance during treatment. ERBB2 mutations potentially related to Pyrotinib resistance were identified in plasma ctDNA of one patient and functional analysis of their downstream signaling pathways was carried out in NIH-3T3 cell line. TMB exhibited more power than ERBB2 CNV in predicting treatment responses and prognosis for HER2-targeted therapy in GC patients. Interestingly, survival analysis indicated that patients harboring both HER2 (ERBB2) positivity and high TMB might gain more therapeutic benefits from immune checkpoint inhibitors instead of HER2-targeted regimens that required further studies and validations CONCLUSIONS: Our work showed that the dynamic surveillance of plasma ctDNA genomic features provided instructive information for the precision medication of GC patients.
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Affiliation(s)
- Cheng Zhang
- Department of Gastrointestinal OncologyKey laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing)Peking University Cancer Hospital & InstituteBeijingChina
| | - Zuhua Chen
- Department of OncologyTongji HospitalTongji Medical CollegeHuazhong University of Science and TechnologyWuhanChina
| | - Xiaoyi Chong
- Department of Gastrointestinal OncologyKey laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing)Peking University Cancer Hospital & InstituteBeijingChina
| | - Yang Chen
- Department of Gastrointestinal OncologyKey laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing)Peking University Cancer Hospital & InstituteBeijingChina
| | - Zhenghang Wang
- Department of Gastrointestinal OncologyKey laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing)Peking University Cancer Hospital & InstituteBeijingChina
| | - Ruoying Yu
- Translational Medicine Research InstituteGeneseeq Technology IncTorontoOntarioCanada
| | | | - Xiaoxi Chen
- Translational Medicine Research InstituteGeneseeq Technology IncTorontoOntarioCanada
| | - Yang Shao
- Nanjing Geneseeq Technology IncNanjingChina
| | - Xiaotian Zhang
- Department of Gastrointestinal OncologyKey laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing)Peking University Cancer Hospital & InstituteBeijingChina
| | - Jing Gao
- National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeShenzhenChina
| | - Lin Shen
- Department of Gastrointestinal OncologyKey laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing)Peking University Cancer Hospital & InstituteBeijingChina
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Kim B, Kang SY, Kim KM. DNA-protein biomarkers for immunotherapy in the era of precision oncology. J Pathol Transl Med 2020; 55:26-32. [PMID: 33153244 PMCID: PMC7829578 DOI: 10.4132/jptm.2020.09.23] [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: 06/12/2020] [Accepted: 09/23/2020] [Indexed: 12/02/2022] Open
Abstract
The use of biomarkers to guide patient and therapy selection has gained much attention to increase the scope and complexity of targeted therapy options and immunotherapy. Clinical trials provide a basis for discovery of biomarkers, which can then aid in development of new drugs. To that end, samples from cancer patients, including DNA, RNA, protein, and the metabolome isolated from cancer tissues and blood or urine, are analyzed in various ways to identify relevant biomarkers. In conjunction with nucleotide-based, high-throughput, next-generation sequencing techniques, therapy-guided biomarker assays relying on protein-based immunohistochemistry play a pivotal role in cancer care. In this review, we discuss the current knowledge regarding DNA and protein biomarkers for cancer immunotherapy.
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Affiliation(s)
- Binnari Kim
- Department of Pathology and Translational Genomics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea.,Department of Pathology, Ulsan University Hospital, Ulsan, Korea
| | - So Young Kang
- Department of Pathology and Translational Genomics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Kyoung-Mee Kim
- Department of Pathology and Translational Genomics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea.,Center of Clinical Genomics, Samsung Medical Center, Seoul, Korea
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