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Badiola I. What we need in colorectal cancer research, and why? ADVANCES IN GENETICS 2024; 112:1-29. [PMID: 39396835 DOI: 10.1016/bs.adgen.2024.08.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/15/2024]
Abstract
Cancer is a complex disease that includes tumour and healthy cells surrounding and infiltrating the tumour. During cancer development, tumour cells release many extracellular signals in an autocrine and paracrine way, producing deep phenotypic changes in the surrounding cells, becoming protumoral actors. The entire entity composed of tumour cells and the recruited elements is known as the tumour microenvironment. Immune cells, fibroblasts and endothelial cells, mainly with the extracellular matrix, are the most common elements in different cancer types and coexist in a complex balance of protumoral and antitumoral factors. In this context, the spatial disposition of the tumour microenvironment elements is crucial to knowing the role of each one in the disease development, and the multiplex spatial technology is the way to map the tumours. The combination of spatial study with transcriptomic, proteomic, and epigenomic studies is the most modern tool in the hands of cancer researchers, and it has opened a new era in the study of cancer biology.
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Affiliation(s)
- Iker Badiola
- Department of Cell Biology and Histology, Faculty of Medicine and Nursing, University of the Basque Country (UPV/EHU), Leioa, Spain.
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2
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Martin S, Katainen R, Taira A, Välimäki N, Ristimäki A, Seppälä T, Renkonen-Sinisalo L, Lepistö A, Tahkola K, Mattila A, Koskensalo S, Mecklin JP, Rajamäki K, Palin K, Aaltonen LA. Lynch syndrome-associated and sporadic microsatellite unstable colorectal cancers: different patterns of clonal evolution yield highly similar tumours. Hum Mol Genet 2024:ddae124. [PMID: 39180486 DOI: 10.1093/hmg/ddae124] [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: 04/08/2024] [Revised: 07/22/2024] [Accepted: 08/13/2024] [Indexed: 08/26/2024] Open
Abstract
Microsatellite unstable colorectal cancer (MSI-CRC) can arise through germline mutations in mismatch repair (MMR) genes in individuals with Lynch syndrome (LS), or sporadically through promoter methylation of the MMR gene MLH1. Despite the different origins of hereditary and sporadic MSI tumours, their genomic features have not been extensively compared. A prominent feature of MMR-deficient genomes is the occurrence of many indels in short repeat sequences, an understudied mutation type due to the technical challenges of variant calling in these regions. In this study, we performed whole genome sequencing and RNA-sequencing on 29 sporadic and 14 hereditary MSI-CRCs. We compared the tumour groups by analysing genome-wide mutation densities, microsatellite repeat indels, recurrent protein-coding variants, signatures of single base, doublet base, and indel mutations, and changes in gene expression. We show that the mutational landscapes of hereditary and sporadic MSI-CRCs, including mutational signatures and mutation densities genome-wide and in microsatellites, are highly similar. Only a low number of differentially expressed genes were found, enriched to interferon-γ regulated immune response pathways. Analysis of the variance in allelic fractions of somatic variants in each tumour group revealed higher clonal heterogeneity in sporadic MSI-CRCs. Our results suggest that the differing molecular origins of MMR deficiency in hereditary and sporadic MSI-CRCs do not result in substantial differences in the mutational landscapes of these tumours. The divergent patterns of clonal evolution between the tumour groups may have clinical implications, as high clonal heterogeneity has been associated with decreased tumour immunosurveillance and reduced responsiveness to immunotherapy.
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Affiliation(s)
- Samantha Martin
- Medicum/Department of Medical and Clinical Genetics, University of Helsinki, Haartmaninkatu 8, 00014 Helsinki, Finland
- Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Haartmaninkatu 8, 00014 Helsinki, Finland
| | - Riku Katainen
- Medicum/Department of Medical and Clinical Genetics, University of Helsinki, Haartmaninkatu 8, 00014 Helsinki, Finland
- Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Haartmaninkatu 8, 00014 Helsinki, Finland
| | - Aurora Taira
- Medicum/Department of Medical and Clinical Genetics, University of Helsinki, Haartmaninkatu 8, 00014 Helsinki, Finland
- Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Haartmaninkatu 8, 00014 Helsinki, Finland
| | - Niko Välimäki
- Medicum/Department of Medical and Clinical Genetics, University of Helsinki, Haartmaninkatu 8, 00014 Helsinki, Finland
- Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Haartmaninkatu 8, 00014 Helsinki, Finland
| | - Ari Ristimäki
- Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Haartmaninkatu 8, 00014 Helsinki, Finland
- Department of Pathology, HUSLAB, HUS Diagnostic Center, University of Helsinki and Helsinki University Hospital, Haartmaninkatu 3, 00290 Helsinki, Finland
| | - Toni Seppälä
- Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Haartmaninkatu 8, 00014 Helsinki, Finland
- Department of Surgery, Helsinki University Central Hospital, Hospital District of Helsinki and Uusimaa, Haartmaninkatu 4, 00290 Helsinki, Finland
- Department of Gastroenterology and Alimentary Tract Surgery, Tampere University Hospital and TAYS Cancer Centre, Kuntokatu 2, 33520 Tampere, Finland
- Faculty of Medicine and Health Technology, Tampere University, Kalevantie 4, 33100 Tampere, Finland
- iCAN Digital Precision Cancer Medicine Flagship, University of Helsinki, Haartmaninkatu 8, 00014 Helsinki, Finland
| | - Laura Renkonen-Sinisalo
- Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Haartmaninkatu 8, 00014 Helsinki, Finland
- Department of Surgery, Helsinki University Central Hospital, Hospital District of Helsinki and Uusimaa, Haartmaninkatu 4, 00290 Helsinki, Finland
| | - Anna Lepistö
- Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Haartmaninkatu 8, 00014 Helsinki, Finland
- Department of Surgery, Helsinki University Central Hospital, Hospital District of Helsinki and Uusimaa, Haartmaninkatu 4, 00290 Helsinki, Finland
| | - Kyösti Tahkola
- Faculty of Medicine and Health Technology, Tampere University, Kalevantie 4, 33100 Tampere, Finland
- Department of Surgery, Central Finland Health Care District, Keskussairaalantie 19, 40620 Jyväskylä, Finland
| | - Anne Mattila
- Department of Surgery, Central Finland Health Care District, Keskussairaalantie 19, 40620 Jyväskylä, Finland
| | - Selja Koskensalo
- The HUCH Gastrointestinal Clinic, Helsinki University Central Hospital, Stenbäckinkatu 9A, 00029 Helsinki, Finland
| | - Jukka-Pekka Mecklin
- Department of Education and Research, The Wellbeing Services of Central Finland, Hoitajatie 1, 40620 Jyväskylä, Finland
- Department of Sport and Health Sciences, University of Jyväskylä, Seminaarinkatu 15, 40014 Jyväskylä, Finland
| | - Kristiina Rajamäki
- Medicum/Department of Medical and Clinical Genetics, University of Helsinki, Haartmaninkatu 8, 00014 Helsinki, Finland
- Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Haartmaninkatu 8, 00014 Helsinki, Finland
| | - Kimmo Palin
- Medicum/Department of Medical and Clinical Genetics, University of Helsinki, Haartmaninkatu 8, 00014 Helsinki, Finland
- Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Haartmaninkatu 8, 00014 Helsinki, Finland
- iCAN Digital Precision Cancer Medicine Flagship, University of Helsinki, Haartmaninkatu 8, 00014 Helsinki, Finland
| | - Lauri A Aaltonen
- Medicum/Department of Medical and Clinical Genetics, University of Helsinki, Haartmaninkatu 8, 00014 Helsinki, Finland
- Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Haartmaninkatu 8, 00014 Helsinki, Finland
- iCAN Digital Precision Cancer Medicine Flagship, University of Helsinki, Haartmaninkatu 8, 00014 Helsinki, Finland
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Zou H, Liu C, Ruan Y, Fang L, Wu T, Han S, Dang T, Meng H, Zhang Y. Colorectal medullary carcinoma: a pathological subtype with intense immune response and potential to benefit from immune checkpoint inhibitors. Expert Rev Clin Immunol 2024; 20:997-1008. [PMID: 38459764 DOI: 10.1080/1744666x.2024.2328746] [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: 12/03/2023] [Accepted: 03/06/2024] [Indexed: 03/10/2024]
Abstract
INTRODUCTION Different pathological types of colorectal cancer have distinguished immune landscape, and the efficacy of immunotherapy will be completely different. Colorectal medullary carcinoma, accounting for 2.2-3.2%, is characterized by massive lymphocyte infiltration. However, the attention to the immune characteristics of colorectal medullary carcinoma is insufficient. AREA COVERED We searched the literature about colorectal medullary carcinoma on PubMed through November 2023to investigate the hallmarks of colorectal medullary carcinoma's immune landscape, compare medullary carcinoma originating from different organs and provide theoretical evidence for precise treatment, including applying immunotherapy and BRAF inhibitors. EXPERT OPINION Colorectal medullary carcinoma is a pathological subtype with intense immune response, with six immune characteristics and has the potential to benefit from immunotherapy. Mismatch repair deficiency, ARID1A missing and BRAF V600E mutation often occurs. IFN-γ pathway is activated and PD-L1 expression is increased. Abundant lymphocyte infiltration performs tumor killing function. In addition, BRAF mutation plays an important role in the occurrence and development, and we can consider the combination of BRAF inhibitors and immunotherapy in patients with BRAF mutant. The exploration of colorectal medullary carcinoma will arouse researchers' attention to the correlation between pathological subtypes and immune response, and promote the process of precise immunotherapy.
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Affiliation(s)
- Haoyi Zou
- Department of Gastrointestinal Medical Oncology, Harbin Medical University Cancer Hospital, Harbin, China
| | - Chao Liu
- Department of Gastrointestinal Medical Oncology, Harbin Medical University Cancer Hospital, Harbin, China
- Key Laboratory of Tumor Immunology in Heilongjiang, Harbin Medical University Cancer Hospital, Harbin, China
| | - Yuli Ruan
- Department of Gastrointestinal Medical Oncology, Harbin Medical University Cancer Hospital, Harbin, China
- Key Laboratory of Tumor Immunology in Heilongjiang, Harbin Medical University Cancer Hospital, Harbin, China
| | - Lin Fang
- Phase I Clinical Research Center, The Affiliated Hospital of Qingdao University in Shandong, Qingdao, China
| | - Tong Wu
- Department of Gastrointestinal Medical Oncology, Harbin Medical University Cancer Hospital, Harbin, China
| | - Shuling Han
- Department of Gastrointestinal Medical Oncology, Harbin Medical University Cancer Hospital, Harbin, China
| | - Tianjiao Dang
- Department of Gastrointestinal Medical Oncology, Harbin Medical University Cancer Hospital, Harbin, China
| | - Hongxue Meng
- Department of Pathology, Harbin Medical University Cancer Hospital, Harbin, China
| | - Yanqiao Zhang
- Department of Gastrointestinal Medical Oncology, Harbin Medical University Cancer Hospital, Harbin, China
- Key Laboratory of Tumor Immunology in Heilongjiang, Harbin Medical University Cancer Hospital, Harbin, China
- Clinical Research Center for Colorectal Cancer in Heilongjiang, Harbin Medical University Cancer Hospital, Harbin, China
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Peng K, Liu Y, Liu S, Wang Z, Zhang H, He W, Jin Y, Wang L, Xia X, Xia L. Targeting MEK/COX-2 axis improve immunotherapy efficacy in dMMR colorectal cancer with PIK3CA overexpression. Cell Oncol (Dordr) 2024; 47:1043-1058. [PMID: 38315285 DOI: 10.1007/s13402-024-00916-y] [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: 01/07/2024] [Indexed: 02/07/2024] Open
Abstract
PURPOSE PIK3CA mutation or overexpression is associated with immunotherapy resistance in multiple cancer types, but is also paradoxically associated with benefit of COX-2 inhibition on patient survival of colorectal cancer (CRC) with mismatch repair deficiency (dMMR). This study examined whether and how PIK3CA status affected COX-2-mediated tumor inflammation and immunotherapy response of dMMR CRC. METHODS Murine colon cancer cells MC38, CT26, and CT26-Mlh1-KO were used to construct PIK3CA knockdown and overexpression models to mimic dMMR CRC with PIK3CA dysregulation, and xenograft models were used to evaluate how PIK3CA regulate COX-2 expression, CD8+ T cells infiltration, tumor growth, and therapy response to anti-PD-L1 treatment using immunocompetent mice. Western blot was carried out to delineate the signaling pathways in human and mouse cancer cells, and immunohistochemical analysis together with bioinformatics analysis using human patient samples. RESULTS PIK3CA upregulates COX-2 expression through MEK/ERK signaling pathway independent of AKT signaling to promote tumor inflammation and immunosuppression. PIK3CA knockdown profoundly reduced CT26 tumor growth in a CD8+ T cell-dependent manner, while PIK3CA overexpression significantly inhibited CD8+ T cells infiltration and promoted tumor growth. Furthermore, MEK or COX-2 inhibition augmented the anti-tumor activity of anti-PD-L1 immunotherapy on dMMR CRC mouse models, accompanied with increased CD8+ T cells infiltration and activated tumor microenvironment. CONCLUSION Our results identified that the PIK3CA hyperactivation in dMMR CRC upregulated COX-2 through MEK signaling, which inhibited CD8+ T cells infiltration and promoted tumor growth, together led to immunotherapy resistance. COX-2 or MEK inhibition may relieve therapy resistance and promote therapy efficacy of anti-PD-1/PD-L1 immunotherapy for treating dMMR CRC with PIK3CA overexpression or activating mutation.
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Affiliation(s)
- Kunwei Peng
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou, Guangdong, 510060, China
- VIP Region, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
- Department of Medical Oncology, The Second Affiliated Hospital of Guangzhou Medical University, No. 250 Changgang East Road, Guangzhou, China
| | - Yongxiang Liu
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou, Guangdong, 510060, China
| | - Shousheng Liu
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou, Guangdong, 510060, China
- VIP Region, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Zining Wang
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou, Guangdong, 510060, China
| | - Huanling Zhang
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou, Guangdong, 510060, China
| | - Wenzhuo He
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou, Guangdong, 510060, China
- VIP Region, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Yanan Jin
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou, Guangdong, 510060, China
- VIP Region, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Lei Wang
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou, Guangdong, 510060, China
- VIP Region, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Xiaojun Xia
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou, Guangdong, 510060, China.
| | - Liangping Xia
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou, Guangdong, 510060, China.
- VIP Region, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China.
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Wirta EV, Szeto S, Koppatz H, Nordin A, Mäkisalo H, Arola J, Sirén J, Ahtiainen M, Böhm J, Mecklin JP, Sallinen V, Seppälä TT. High immune cell infiltration predicts improved survival in cholangiocarcinoma. Front Oncol 2024; 14:1333926. [PMID: 38751812 PMCID: PMC11094285 DOI: 10.3389/fonc.2024.1333926] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Accepted: 04/19/2024] [Indexed: 05/18/2024] Open
Abstract
Background Antitumoral immune response has a crucial role in constraining cancer. However, previous studies on cholangiocarcinoma (CCA), a rare and aggressive cancer, have reported contradictory findings on the prognostic impact of tumor-infiltrating T-lymphocytes. We aimed to clarify the effect of tumor-infiltrating CD3+ and CD8+ lymphocytes and PD-1/PD-L1 expression on CCA prognosis. Methods CD3+, CD8+, and PD-1+ lymphocyte densities, as well as PD-L1 expression rate were analyzed from stained tissue microarray samples from the tumor center and invasive margin of 47 cholangiocarcinomas. The association of CD3+ and CD8+ based Immune cell score (ICS) and its components with overall survival was evaluated, adjusting for age, sex, TNM stage, radicality of surgery, tumor location, and PD-L1 expression on immune cells. Results Low ICS was a strong independent prognostic factor for worse overall survival (Hazard ratio 9.27, 95% confidence interval 2.72-31.64, P<0.001). Among the ICS components, high CD8+ lymphocyte infiltration at the tumor center had the most evident impact on patient outcome. PD-1 and PD-L1 expression on immune cells did not have a significant impact on overall survival alone; however, PD-L1 positivity seemed to impair survival for ICSlow subgroup. Conclusion Identifying patient subgroups that could benefit from immunotherapy with PD-1/PD-L1 pathway blockade may help improve treatment strategies for this aggressive cancer. Our findings highlight the importance of evaluating the immune contexture in cholangiocarcinoma, as ICS serves as a strong independent prognostic and selective factor for patients who might benefit from immunotherapy.
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Affiliation(s)
- Erkki-Ville Wirta
- Department of Gastroenterology and Alimentary Tract Surgery, Tampere University Hospital, Tampere, Finland
- Faculty of Medicine and Health Technology, Tampere University and Tays Cancer Centre, Tampere University Hospital, Tampere, Finland
| | - Säde Szeto
- Applied Tumor Genomics Research Program, Research Program Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Hanna Koppatz
- Department of Abdominal Surgery, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Arno Nordin
- Department of Abdominal Surgery, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
- Transplantation and Liver Surgery, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Heikki Mäkisalo
- Department of Abdominal Surgery, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
- Transplantation and Liver Surgery, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Johanna Arola
- Department of Pathology, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Jukka Sirén
- Department of Abdominal Surgery, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Maarit Ahtiainen
- Department of Molecular Pathology, Central Finland Hospital Nova, Well Being Services County of Central Finland, Jyväskylä, Finland
| | - Jan Böhm
- Department of Molecular Pathology, Central Finland Hospital Nova, Well Being Services County of Central Finland, Jyväskylä, Finland
| | - Jukka-Pekka Mecklin
- Department of Education and Science, Central Finland Hospital Nova, Well Being Services County of Central Finland, Jyväskylä, Finland
- Faculty of Sports and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
| | - Ville Sallinen
- Department of Abdominal Surgery, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
- Transplantation and Liver Surgery, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Toni T. Seppälä
- Department of Gastroenterology and Alimentary Tract Surgery, Tampere University Hospital, Tampere, Finland
- Faculty of Medicine and Health Technology, Tampere University and Tays Cancer Centre, Tampere University Hospital, Tampere, Finland
- Applied Tumor Genomics Research Program, Research Program Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland
- Department of Abdominal Surgery, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
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Elomaa H, Härkönen J, Väyrynen SA, Ahtiainen M, Ogino S, Nowak JA, Lau MC, Helminen O, Wirta EV, Seppälä TT, Böhm J, Mecklin JP, Kuopio T, Väyrynen JP. Quantitative Multiplexed Analysis of Indoleamine 2,3-Dioxygenase (IDO) and Arginase-1 (ARG1) Expression and Myeloid Cell Infiltration in Colorectal Cancer. Mod Pathol 2024; 37:100450. [PMID: 38369188 DOI: 10.1016/j.modpat.2024.100450] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Revised: 01/12/2024] [Accepted: 02/04/2024] [Indexed: 02/20/2024]
Abstract
Indoleamine 2,3-dioxygenase (IDO) and arginase-1 (ARG1) are amino acid-metabolizing enzymes, frequently highly expressed in cancer. Their expression may deplete essential amino acids, lead to immunosuppression, and promote cancer growth. Still, their expression patterns, prognostic significance, and spatial localization in the colorectal cancer microenvironment are incompletely understood. Using a custom 10-plex immunohistochemistry assay and supervised machine learning-based digital image analysis, we characterized IDO and ARG1 expression in monocytic cells, granulocytes, mast cells, and tumor cells in 833 colorectal cancer patients. We evaluated the prognostic value and spatial arrangement of IDO- and ARG1-expressing myeloid and tumor cells. IDO was mainly expressed not only by monocytic cells but also by some tumor cells, whereas ARG1 was predominantly expressed by granulocytes. Higher density of IDO+ monocytic cells was an independent prognostic factor for improved cancer-specific survival both in the tumor center (Ptrend = .0002; hazard ratio [HR] for the highest ordinal category Q4 [vs Q1], 0.51; 95% CI, 0.33-0.79) and the invasive margin (Ptrend = .0015). Higher density of granulocytes was associated with prolonged cancer-specific survival in univariable models, and higher FCGR3+ARG1+ neutrophil density in the tumor center also in multivariable analysis (Ptrend = .0020). Granulocytes were, on average, located closer to tumor cells than monocytic cells. Furthermore, IDO+ monocytic cells and ARG1- granulocytes were closer than IDO- monocytic cells and ARG1+ granulocytes, respectively. The mRNA expression of the IDO1 gene was assessed in myeloid and tumor cells using publicly available single-cell RNA sequencing data for 62 colorectal cancers. IDO1 was mainly expressed in monocytes and dendritic cells, and high IDO1 activity in monocytes was associated with enriched immunostimulatory pathways. Our findings provided in-depth information about the infiltration patterns and prognostic value of cells expressing IDO and/or ARG1 in the colorectal cancer microenvironment, highlighting the significance of host immune response in tumor progression.
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Affiliation(s)
- Hanna Elomaa
- Department of Biological and Environmental Science, University of Jyväskylä, Jyväskylä, Finland; Department of Education and Research, Hospital Nova of Central Finland, Well Being Services County of Central Finland, Jyväskylä, Finland
| | - Jouni Härkönen
- Department of Pathology, Hospital Nova of Central Finland, Well Being Services County of Central Finland, Jyväskylä, Finland; Faculty of Health Sciences, A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland
| | - Sara A Väyrynen
- Department of Internal Medicine, Oulu University Hospital, Oulu, Finland
| | - Maarit Ahtiainen
- Department of Pathology, Hospital Nova of Central Finland, Well Being Services County of Central Finland, Jyväskylä, Finland
| | - Shuji Ogino
- Program in Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts; Broad Institute of MIT and Harvard, Cambridge, Massachusetts; Cancer Immunology and Cancer Epidemiology Programs, Dana-Farber Harvard Cancer Center, Boston, Massachusetts
| | - Jonathan A Nowak
- Program in Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Mai Chan Lau
- Bioinformatics Institute (BII), Agency of Science, Technology and Research (A∗STAR), Singapore, Singapore; Singapore Immunology Network (SIgN), Agency of Science, Technology and Research (A∗STAR), Singapore, Singapore
| | - Olli Helminen
- Translational Medicine Research Unit, Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Erkki-Ville Wirta
- Department of Gastroenterology and Alimentary Tract Surgery, Tampere University Hospital, Tampere, Finland; Faculty of Medicine and Health Technology, Tampere University and Tays Cancer Center, Tampere University Hospital, Tampere, Finland
| | - Toni T Seppälä
- Faculty of Medicine and Health Technology, Tampere University and Tays Cancer Center, Tampere University Hospital, Tampere, Finland; Department of Gastrointestinal Surgery, Helsinki University Central Hospital, University of Helsinki, Helsinki, Finland; Applied Tumor Genomics, Research Program Unit, University of Helsinki, Helsinki, Finland; Abdominal Center, Helsinki University Hospital, Helsinki, Finland
| | - Jan Böhm
- Department of Pathology, Hospital Nova of Central Finland, Well Being Services County of Central Finland, Jyväskylä, Finland
| | - Jukka-Pekka Mecklin
- Department of Education and Research, Hospital Nova of Central Finland, Well Being Services County of Central Finland, Jyväskylä, Finland; Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
| | - Teijo Kuopio
- Department of Biological and Environmental Science, University of Jyväskylä, Jyväskylä, Finland; Department of Pathology, Hospital Nova of Central Finland, Well Being Services County of Central Finland, Jyväskylä, Finland
| | - Juha P Väyrynen
- Translational Medicine Research Unit, Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Oulu, Finland.
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Edin S, Gylling B, Li X, Stenberg Å, Löfgren-Burström A, Zingmark C, van Guelpen B, Ljuslinder I, Ling A, Palmqvist R. Opposing roles by KRAS and BRAF mutation on immune cell infiltration in colorectal cancer - possible implications for immunotherapy. Br J Cancer 2024; 130:143-150. [PMID: 38040818 PMCID: PMC10781968 DOI: 10.1038/s41416-023-02483-9] [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: 05/24/2023] [Revised: 10/20/2023] [Accepted: 10/25/2023] [Indexed: 12/03/2023] Open
Abstract
BACKGROUND The immune response has important clinical value in colorectal cancer (CRC) in both prognosis and response to immunotherapy. This study aims to explore tumour immune cell infiltration in relation to clinically well-established molecular markers of CRC. METHODS Multiplex immunohistochemistry and multispectral imaging was used to evaluate tumour infiltration of cytotoxic T cells (CD8+), Th1 cells (T-bet+), T regulatory cells (FoxP3+), B cells (CD20+), and macrophages (CD68+) in a cohort of 257 CRC patients. RESULTS We found the expected association between higher immune-cell infiltration and microsatellite instability. Also, whereas BRAF-mutated tumours displayed increased immune-cell infiltration compared to BRAF wild-type tumours, the opposite was seen for KRAS-mutated tumours, differences that were most prominent for cytotoxic T cells and Th1 cells. The opposing relationships of BRAF and KRAS mutations with tumour infiltration of cytotoxic T cells was validated in an independent cohort of 608 CRC patients. A positive prognostic importance of cytotoxic T cells was found in wild-type as well as KRAS and BRAF-mutated CRCs in both cohorts. CONCLUSION A combined evaluation of MSI status, KRAS and BRAF mutational status, and immune infiltration (cytotoxic T cells) may provide important insights to prognosis and response to immunotherapy in CRC.
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Affiliation(s)
- Sofia Edin
- Department of Medical Biosciences, Pathology, Umeå University, Umeå, Sweden
| | - Björn Gylling
- Department of Medical Biosciences, Pathology, Umeå University, Umeå, Sweden
| | - Xingru Li
- Department of Medical Biosciences, Pathology, Umeå University, Umeå, Sweden
| | - Åsa Stenberg
- Department of Medical Biosciences, Pathology, Umeå University, Umeå, Sweden
| | | | - Carl Zingmark
- Department of Medical Biosciences, Pathology, Umeå University, Umeå, Sweden
| | - Bethany van Guelpen
- Department of Radiation Sciences, Oncology, Umeå University, Umeå, Sweden
- Wallenberg Centre for Molecular Medicine, Umeå University, Umeå, Sweden
| | - Ingrid Ljuslinder
- Department of Radiation Sciences, Oncology, Umeå University, Umeå, Sweden
| | - Agnes Ling
- Department of Medical Biosciences, Pathology, Umeå University, Umeå, Sweden.
| | - Richard Palmqvist
- Department of Medical Biosciences, Pathology, Umeå University, Umeå, Sweden
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8
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Yang LQ, Qin Z, Fu L, Xu WD. Relationship between CD274 gene polymorphism and systemic lupus erythematosus risk in a Chinese Han population. Int J Rheum Dis 2024; 27:e15026. [PMID: 38287556 DOI: 10.1111/1756-185x.15026] [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: 06/07/2023] [Revised: 11/29/2023] [Accepted: 12/21/2023] [Indexed: 01/31/2024]
Abstract
OBJECTIVE Relationship between surface antigen differentiation cluster 274 (CD274) gene polymorphism and systemic lupus erythematosus (SLE) risk is limited. This study aims to discuss whether in a Chinese Han population, CD274 gene polymorphisms may relate to SLE susceptibility. METHODS Three hundred and ten SLE patients and 390 healthy controls were included in this case-control study. Using the Kompetitive Allele-Specific PCR (KASP) approach, five single nucleotide polymorphisms (SNPs), including rs2890658, rs4143815, rs822339, rs2282055, and rs2297137, were genotyped for CD274 gene polymorphisms. Correlation between the polymorphisms and clinical, laboratory features in SLE patients were discussed. RESULTS Frequency of C allele was substantially lower in SLE patients than in healthy controls (p = .015), and CC genotype was significantly negatively related to developing SLE at locus rs4143815 (p = .013). At locus rs822339, frequency of GA genotype was higher than that of the healthy controls (p = .006). At locus rs2282055, frequency of GG genotype was lower than that of healthy controls (p = .024). According to subgroup analysis, the CD274 gene polymorphisms rs2890658, rs4143815, rs822339, rs2282055, and rs2297137 were partly linked to some clinical symptoms of SLE patients, such as Complement 4 (C4), C-reactive protein (CRP), and erythrocyte sedimentation rate (ESR). CONCLUSION CD274 gene polymorphisms may be susceptible to SLE in the Chinese Han people.
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Affiliation(s)
- Lu-Qi Yang
- Department of Evidence-Based Medicine, Southwest Medical University, Luzhou, Sichuan, China
| | - Zhen Qin
- Department of Rheumatology and Immunology, Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan, China
| | - Lu Fu
- Laboratory Animal Center, Southwest Medical University, Luzhou, Sichuan, China
| | - Wang-Dong Xu
- Department of Evidence-Based Medicine, Southwest Medical University, Luzhou, Sichuan, China
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9
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Lea D, Zaharia C, Søreide K. Programmed death ligand-1 (PD-L1) clone 22C3 expression in resected colorectal cancer as companion diagnostics for immune checkpoint inhibitor therapy: A comparison study and inter-rater agreement evaluation across proposed cut-offs and predictive (TPS, CPS and IC) scores. Cancer Treat Res Commun 2023; 38:100788. [PMID: 38150845 DOI: 10.1016/j.ctarc.2023.100788] [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: 11/06/2023] [Revised: 12/18/2023] [Accepted: 12/21/2023] [Indexed: 12/29/2023]
Abstract
BACKGROUND Expression of programmed death ligand-1 (PD-L1) guides the use of immune checkpoint inhibitors (ICI) in several cancers. In colorectal cancer (CRC), ICI are only approved for metastatic CRC, while several studies suggest high efficacy even in operable CRC. The aim of this study was to investigate the inter-rater agreement of PD-L1 as a companion diagnostic marker. METHODS Specimens from resected stage I-III CRC (n = 166 tumors) were stained with PD-L1 22C3 clone. PD-L1 expression was scored by two pathologists as tumor proportion score (TPS), combined positive score (CPS) and immune cell score (IC). Inter-rater agreement was tested using three different agreement coefficients. RESULTS Raw scores of the two pathologists had 'good' to 'excellent' correlation. Spearman's rho for TPS=0.917 (95 %CI 0.839-0.995), for CPS=0.776 (95 %CI 0.726-0.826) and IC=0.818 (95 %CI 0.761-0.875). For TPS, kappa (κ)-agreements for both the ≥1 % and ≥10 % cutoffs had excellent correlation. For CPS the ≥1 % and ≥10 % cutoffs demonstrated κ=0.32 (95 %CI 0.12-0.51) and κ=0.36 (95 %CI 0.25-0.48) respectively. Cutoffs for IC showed κ=0.53 (95 %CI 0.18-0.79) for the ≥1 % cutoff, and κ=0.61 (95 %CI 0.48-0.73) for the ≥10 % cutoff. Gwet's agreement coefficient (AC1) showed higher agreement coefficients than κ-values for most, but not all cut-offs. CONCLUSION Agreement for PD-L1 was good to excellent for raw scores. Agreement variation across several criteria and cut-offs suggests the need for more robust criteria for PD-L1 as a companion diagnostic marker.
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Affiliation(s)
- Dordi Lea
- Department of Pathology, Stavanger University Hospital, Stavanger, Norway; Gastrointestinal Translational Research Group, Laboratory for Molecular Medicine, Stavanger University Hospital, Stavanger, Norway
| | - Claudia Zaharia
- Department of Pathology, Stavanger University Hospital, Stavanger, Norway; Gastrointestinal Translational Research Group, Laboratory for Molecular Medicine, Stavanger University Hospital, Stavanger, Norway
| | - Kjetil Søreide
- Gastrointestinal Translational Research Group, Laboratory for Molecular Medicine, Stavanger University Hospital, Stavanger, Norway; Department of Gastrointestinal Surgery, Stavanger University Hospital, Stavanger, Norway; Department of Clinical Medicine, University of Bergen, Bergen, Norway.
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10
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Guil-Luna S, Rivas-Crespo A, Navarrete-Sirvent C, Mantrana A, Pera A, Mena-Osuna R, Toledano-Fonseca M, García-Ortíz MV, Villar C, Sánchez-Montero MT, Krueger J, Medina-Fernández FJ, De La Haba-Rodríguez J, Gómez-España A, Aranda E, Rudd CE, Rodríguez-Ariza A. Clinical significance of glycogen synthase kinase 3 (GSK-3) expression and tumor budding grade in colorectal cancer: Implications for targeted therapy. Biomed Pharmacother 2023; 167:115592. [PMID: 37778272 DOI: 10.1016/j.biopha.2023.115592] [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: 08/04/2023] [Revised: 09/14/2023] [Accepted: 09/25/2023] [Indexed: 10/03/2023] Open
Abstract
INTRODUCTION Glycogen synthase kinase 3 (GSK-3) has been proposed as a novel cancer target due to its regulating role in both tumor and immune cells. However, the connection between GSK-3 and immunoevasive contexture, including tumor budding (TB) has not been previously examined. METHODS we investigated the expression levels of total GSK-3 as well as its isoforms (GSK-3β and GSK-3α) and examined their potential correlation with TB grade and the programmed cell death-ligand 1 (PD-L1) in colorectal cancer (CRC) tumor samples. Additionally, we compared the efficacy of GSK-3-inhibition with PD-1/PD-L1 blockade in humanized patient-derived (PDXs) xenografts models of high-grade TB CRC. RESULTS we show that high-grade (BD3) TB CRC is associated with elevated expression levels of total GSK-3, specifically the GSK-3β isoform, along with increased expression of PD-L1 in tumor cells. Moreover, we define an improved risk stratification of CRC patients based on the presence of GSK-3+/PD-L1+/BD3 tumors, which are associated with a worse prognosis. Significantly, in contrast to the PD-L1/PD-1 blockade approach, the inhibition GSK-3 demonstrated a remarkable enhancement in the antitumor response. This was achieved through the reduction of tumor buds via necrosis and apoptosis pathways, along with a notable increase of activated tumor-infiltrating CD8+ T cells, NK cells, and CD4- CD8- T cells. CONCLUSIONS our study provides compelling evidence for the clinical significance of GSK-3 expression and TB grade in risk stratification of CRC patients. Moreover, our findings strongly support GSK-3 inhibition as an effective therapy specifically targeting high-grade TB in CRC.
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Affiliation(s)
- Silvia Guil-Luna
- Maimonides Biomedical Research Institute of Córdoba (IMIBIC), Córdoba, Spain; Cancer Network Biomedical Research Centre (CIBERONC), Madrid, Spain; Andalusia-ROCHE Network Mixed Alliance in Precision Medical Oncology, Spain; Department of Comparative Pathology, Faculty of Veterinary Medicine, University of Córdoba, Córdoba, Spain..
| | - Aurora Rivas-Crespo
- Maimonides Biomedical Research Institute of Córdoba (IMIBIC), Córdoba, Spain; Cancer Network Biomedical Research Centre (CIBERONC), Madrid, Spain; Andalusia-ROCHE Network Mixed Alliance in Precision Medical Oncology, Spain.
| | - Carmen Navarrete-Sirvent
- Maimonides Biomedical Research Institute of Córdoba (IMIBIC), Córdoba, Spain; Cancer Network Biomedical Research Centre (CIBERONC), Madrid, Spain; Andalusia-ROCHE Network Mixed Alliance in Precision Medical Oncology, Spain.
| | - Ana Mantrana
- Maimonides Biomedical Research Institute of Córdoba (IMIBIC), Córdoba, Spain; Cancer Network Biomedical Research Centre (CIBERONC), Madrid, Spain; Andalusia-ROCHE Network Mixed Alliance in Precision Medical Oncology, Spain.
| | - Alejandra Pera
- Maimonides Biomedical Research Institute of Córdoba (IMIBIC), Córdoba, Spain; Department of Cell Biology, Physiology and Immunology, University of Córdoba, Spain.
| | - Rafael Mena-Osuna
- Maimonides Biomedical Research Institute of Córdoba (IMIBIC), Córdoba, Spain; Cancer Network Biomedical Research Centre (CIBERONC), Madrid, Spain; Andalusia-ROCHE Network Mixed Alliance in Precision Medical Oncology, Spain.
| | - Marta Toledano-Fonseca
- Maimonides Biomedical Research Institute of Córdoba (IMIBIC), Córdoba, Spain; Cancer Network Biomedical Research Centre (CIBERONC), Madrid, Spain; Andalusia-ROCHE Network Mixed Alliance in Precision Medical Oncology, Spain.
| | - María Victoria García-Ortíz
- Maimonides Biomedical Research Institute of Córdoba (IMIBIC), Córdoba, Spain; Cancer Network Biomedical Research Centre (CIBERONC), Madrid, Spain; Andalusia-ROCHE Network Mixed Alliance in Precision Medical Oncology, Spain.
| | - Carlos Villar
- Pathological Anatomy Department, Reina Sofía University Hospital, Córdoba, Spain.
| | - Maria Teresa Sánchez-Montero
- Maimonides Biomedical Research Institute of Córdoba (IMIBIC), Córdoba, Spain; Cancer Network Biomedical Research Centre (CIBERONC), Madrid, Spain; Andalusia-ROCHE Network Mixed Alliance in Precision Medical Oncology, Spain.
| | - Janna Krueger
- Division of Immunology-Oncology Research Center, Maisonneuve-Rosemont Hospital, Montreal, QC, Canada.
| | | | - Juan De La Haba-Rodríguez
- Maimonides Biomedical Research Institute of Córdoba (IMIBIC), Córdoba, Spain; Cancer Network Biomedical Research Centre (CIBERONC), Madrid, Spain; Andalusia-ROCHE Network Mixed Alliance in Precision Medical Oncology, Spain; Department of Medicine, Faculty of Medicine, University of Córdoba, Córdoba, Spain; Medical Oncology Department, Reina Sofía University Hospital, Córdoba, Spain.
| | - Auxiliadora Gómez-España
- Maimonides Biomedical Research Institute of Córdoba (IMIBIC), Córdoba, Spain; Andalusia-ROCHE Network Mixed Alliance in Precision Medical Oncology, Spain; Department of Medicine, Faculty of Medicine, University of Córdoba, Córdoba, Spain; Medical Oncology Department, Reina Sofía University Hospital, Córdoba, Spain.
| | - Enrique Aranda
- Maimonides Biomedical Research Institute of Córdoba (IMIBIC), Córdoba, Spain; Cancer Network Biomedical Research Centre (CIBERONC), Madrid, Spain; Andalusia-ROCHE Network Mixed Alliance in Precision Medical Oncology, Spain; Department of Medicine, Faculty of Medicine, University of Córdoba, Córdoba, Spain; Medical Oncology Department, Reina Sofía University Hospital, Córdoba, Spain.
| | - Christopher E Rudd
- General and Digestive Surgery Department, Reina Sofía University Hospital, Córdoba, Spain; Faculty of Medicine, Universite de Montreal, Montreal, Canada.
| | - Antonio Rodríguez-Ariza
- Maimonides Biomedical Research Institute of Córdoba (IMIBIC), Córdoba, Spain; Cancer Network Biomedical Research Centre (CIBERONC), Madrid, Spain; Andalusia-ROCHE Network Mixed Alliance in Precision Medical Oncology, Spain; Medical Oncology Department, Reina Sofía University Hospital, Córdoba, Spain.
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11
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Ugai T, Shimizu T, Kawamura H, Ugai S, Takashima Y, Usui G, Väyrynen JP, Okadome K, Haruki K, Akimoto N, Masugi Y, da Silva A, Mima K, Zhang X, Chan AT, Wang M, Garrett WS, Freeman GJ, Meyerhardt JA, Nowak JA, Song M, Giannakis M, Ogino S. Inverse relationship between Fusobacterium nucleatum amount and tumor CD274 (PD-L1) expression in colorectal carcinoma. Clin Transl Immunology 2023; 12:e1453. [PMID: 37538192 PMCID: PMC10394676 DOI: 10.1002/cti2.1453] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Revised: 05/19/2023] [Accepted: 05/25/2023] [Indexed: 08/05/2023] Open
Abstract
Objectives The CD274 (programmed cell death 1 ligand 1, PD-L1)/PDCD1 (programmed cell death 1, PD-1) immune checkpoint axis is known to regulate the antitumor immune response. Evidence also supports an immunosuppressive effect of Fusobacterium nucleatum. We hypothesised that tumor CD274 overexpression might be inversely associated with abundance of F. nucleatum in colorectal carcinoma. Methods We assessed tumor CD274 expression by immunohistochemistry and F. nucleatum DNA within tumor tissue by quantitative PCR in 812 cases among 4465 incident rectal and colon cancer cases that had occurred in two prospective cohort studies. Multivariable logistic regression analyses with inverse probability weighting were used to adjust for selection bias because of tissue data availability and potential confounders including microsatellite instability status, CpG island methylator phenotype, LINE-1 methylation level and KRAS, BRAF and PIK3CA mutations. Results Fusobacterium nucleatum DNA was detected in tumor tissue in 109 (13%) cases. Tumor CD274 expression level was inversely associated with the amount of F. nucleatum in colorectal cancer tissue (P = 0.0077). For one category-unit increase in three ordinal F. nucleatum categories (negative vs. low vs. high), multivariable-adjusted odds ratios (with 95% confidence interval) of the low, intermediate and high CD274 categories (vs. negative) were 0.78 (0.41-1.51), 0.64 (0.32-1.28) and 0.50 (0.25-0.99), respectively (P trend = 0.032). Conclusions Tumor CD274 expression level was inversely associated with the amount of F. nucleatum in colorectal cancer tissue, suggesting that different immunosuppressive mechanisms (i.e. PDCD1 immune checkpoint activation and tumor F. nucleatum enrichment) tend to be used by different tumor subgroups.
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Affiliation(s)
- Tomotaka Ugai
- Program in MPE Molecular Pathological Epidemiology, Department of PathologyBrigham and Women's Hospital and Harvard Medical SchoolBostonMAUSA
- Department of EpidemiologyHarvard T.H. Chan School of Public HealthBostonMAUSA
| | - Takashi Shimizu
- Program in MPE Molecular Pathological Epidemiology, Department of PathologyBrigham and Women's Hospital and Harvard Medical SchoolBostonMAUSA
| | - Hidetaka Kawamura
- Program in MPE Molecular Pathological Epidemiology, Department of PathologyBrigham and Women's Hospital and Harvard Medical SchoolBostonMAUSA
| | - Satoko Ugai
- Department of EpidemiologyHarvard T.H. Chan School of Public HealthBostonMAUSA
| | - Yasutoshi Takashima
- Program in MPE Molecular Pathological Epidemiology, Department of PathologyBrigham and Women's Hospital and Harvard Medical SchoolBostonMAUSA
| | - Genki Usui
- Program in MPE Molecular Pathological Epidemiology, Department of PathologyBrigham and Women's Hospital and Harvard Medical SchoolBostonMAUSA
| | - Juha P Väyrynen
- Program in MPE Molecular Pathological Epidemiology, Department of PathologyBrigham and Women's Hospital and Harvard Medical SchoolBostonMAUSA
- Department of Medical OncologyDana‐Farber Cancer Institute and Harvard Medical SchoolBostonMAUSA
- Cancer and Translational Medicine Research Unit, Medical Research Center OuluOulu University Hospital and University of OuluOuluFinland
| | - Kazuo Okadome
- Program in MPE Molecular Pathological Epidemiology, Department of PathologyBrigham and Women's Hospital and Harvard Medical SchoolBostonMAUSA
| | - Koichiro Haruki
- Program in MPE Molecular Pathological Epidemiology, Department of PathologyBrigham and Women's Hospital and Harvard Medical SchoolBostonMAUSA
| | - Naohiko Akimoto
- Program in MPE Molecular Pathological Epidemiology, Department of PathologyBrigham and Women's Hospital and Harvard Medical SchoolBostonMAUSA
| | - Yohei Masugi
- Program in MPE Molecular Pathological Epidemiology, Department of PathologyBrigham and Women's Hospital and Harvard Medical SchoolBostonMAUSA
| | | | - Kosuke Mima
- Department of Gastroenterological Surgery, Graduate School of Medical SciencesKumamoto UniversityKumamotoJapan
| | - Xuehong Zhang
- Channing Division of Network Medicine, Department of MedicineBrigham and Women's Hospital and Harvard Medical SchoolBostonMAUSA
- Department of NutritionHarvard T.H. Chan School of Public HealthBostonMAUSA
| | - Andrew T Chan
- Channing Division of Network Medicine, Department of MedicineBrigham and Women's Hospital and Harvard Medical SchoolBostonMAUSA
- Clinical and Translational Epidemiology UnitMassachusetts General Hospital and Harvard Medical SchoolBostonMAUSA
- Division of GastroenterologyMassachusetts General HospitalBostonMAUSA
- Department of Immunology and Infectious DiseasesHarvard T.H. Chan School of Public HealthBostonMAUSA
| | - Molin Wang
- Department of EpidemiologyHarvard T.H. Chan School of Public HealthBostonMAUSA
- Channing Division of Network Medicine, Department of MedicineBrigham and Women's Hospital and Harvard Medical SchoolBostonMAUSA
- Department of BiostatisticsHarvard T.H. Chan School of Public HealthBostonMAUSA
| | - Wendy S Garrett
- Department of Medical OncologyDana‐Farber Cancer Institute and Harvard Medical SchoolBostonMAUSA
- Department of Immunology and Infectious DiseasesHarvard T.H. Chan School of Public HealthBostonMAUSA
- Department of Molecular MetabolismHarvard T.H. Chan School of Public HealthBostonMAUSA
- Harvard T.H. Chan Microbiome in Public Health CenterBostonMAUSA
- Broad Institute of MIT and HarvardCambridgeMAUSA
- Department of MedicineBrigham and Women's Hospital and Harvard Medical SchoolBostonMAUSA
| | - Gordon J Freeman
- Department of Medical OncologyDana‐Farber Cancer Institute and Harvard Medical SchoolBostonMAUSA
| | - Jeffrey A Meyerhardt
- Department of Medical OncologyDana‐Farber Cancer Institute and Harvard Medical SchoolBostonMAUSA
| | - Jonathan A Nowak
- Program in MPE Molecular Pathological Epidemiology, Department of PathologyBrigham and Women's Hospital and Harvard Medical SchoolBostonMAUSA
| | - Mingyang Song
- Department of NutritionHarvard T.H. Chan School of Public HealthBostonMAUSA
- Clinical and Translational Epidemiology UnitMassachusetts General Hospital and Harvard Medical SchoolBostonMAUSA
- Division of GastroenterologyMassachusetts General HospitalBostonMAUSA
| | - Marios Giannakis
- Department of Medical OncologyDana‐Farber Cancer Institute and Harvard Medical SchoolBostonMAUSA
- Broad Institute of MIT and HarvardCambridgeMAUSA
- Department of MedicineBrigham and Women's Hospital and Harvard Medical SchoolBostonMAUSA
| | - Shuji Ogino
- Program in MPE Molecular Pathological Epidemiology, Department of PathologyBrigham and Women's Hospital and Harvard Medical SchoolBostonMAUSA
- Department of EpidemiologyHarvard T.H. Chan School of Public HealthBostonMAUSA
- Broad Institute of MIT and HarvardCambridgeMAUSA
- Cancer Immunology and Cancer Epidemiology ProgramsDana‐Farber Harvard Cancer CenterBostonMAUSA
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12
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Ahadova A, Witt J, Haupt S, Gallon R, Hüneburg R, Nattermann J, Ten Broeke S, Bohaumilitzky L, Hernandez-Sanchez A, Santibanez-Koref M, Jackson MS, Ahtiainen M, Pylvänäinen K, Andini K, Grolmusz VK, Möslein G, Dominguez-Valentin M, Møller P, Fürst D, Sijmons R, Borthwick GM, Burn J, Mecklin JP, Heuveline V, von Knebel Doeberitz M, Seppälä T, Kloor M. Is HLA type a possible cancer risk modifier in Lynch syndrome? Int J Cancer 2023; 152:2024-2031. [PMID: 36214792 DOI: 10.1002/ijc.34312] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2022] [Revised: 09/02/2022] [Accepted: 09/16/2022] [Indexed: 11/05/2022]
Abstract
Lynch syndrome (LS) is the most common inherited cancer syndrome. It is inherited via a monoallelic germline variant in one of the DNA mismatch repair (MMR) genes. LS carriers have a broad 30% to 80% risk of developing various malignancies, and more precise, individual risk estimations would be of high clinical value, allowing tailored cancer prevention and surveillance. Due to MMR deficiency, LS cancers are characterized by the accumulation of frameshift mutations leading to highly immunogenic frameshift peptides (FSPs). Thus, immune surveillance is proposed to inhibit the outgrowth of MMR-deficient cell clones. Recent studies have shown that immunoediting during the evolution of MMR-deficient cancers leads to a counter-selection of highly immunogenic antigens. The immunogenicity of FSPs is dependent on the antigen presentation. One crucial factor determining antigen presentation is the HLA genotype. Hence, a LS carrier's HLA genotype plays an important role in the presentation of FSP antigens to the immune system, and may influence the likelihood of progression from precancerous lesions to cancer. To address the challenge of clarifying this possibility including diverse populations with different HLA types, we have established the INDICATE initiative (Individual cancer risk by HLA type, http://indicate-lynch.org/), an international network aiming at a systematic evaluation of the HLA genotype as a possible cancer risk modifier in LS. Here we summarize the current knowledge on the role of HLA type in cancer risk and outline future research directions to delineate possible association in the scenario of LS with genetically defined risk population and highly immunogenic tumors.
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Affiliation(s)
- Aysel Ahadova
- Department of Applied Tumor Biology, Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany.,Cooperation Unit Applied Tumor Biology, German Cancer Research Centre (DKFZ), Heidelberg, Germany
| | - Johannes Witt
- Department of Applied Tumor Biology, Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany.,Cooperation Unit Applied Tumor Biology, German Cancer Research Centre (DKFZ), Heidelberg, Germany
| | - Saskia Haupt
- Engineering Mathematics and Computing Lab (EMCL), Interdisciplinary Center for Scientific Computing (IWR), Heidelberg University, Heidelberg, Germany.,Data Mining and Uncertainty Quantification (DMQ), Heidelberg Institute for Theoretical Studies (HITS), Heidelberg, Germany
| | - Richard Gallon
- Translational and Clinical Research Institute, Newcastle University, International Centre for Life, Newcastle upon Tyne, UK
| | - Robert Hüneburg
- Department of Internal Medicine I, University Hospital Bonn, Bonn, Germany.,National Center for Hereditary Tumor Syndromes, University Hospital Bonn, Bonn, Germany
| | - Jacob Nattermann
- Department of Internal Medicine I, University Hospital Bonn, Bonn, Germany.,National Center for Hereditary Tumor Syndromes, University Hospital Bonn, Bonn, Germany
| | - Sanne Ten Broeke
- Department of Genetics, University Medical Center Groningen, Groningen, The Netherlands
| | - Lena Bohaumilitzky
- Department of Applied Tumor Biology, Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany.,Cooperation Unit Applied Tumor Biology, German Cancer Research Centre (DKFZ), Heidelberg, Germany
| | - Alejandro Hernandez-Sanchez
- Department of Applied Tumor Biology, Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany.,Cooperation Unit Applied Tumor Biology, German Cancer Research Centre (DKFZ), Heidelberg, Germany
| | - Mauro Santibanez-Koref
- Translational and Clinical Research Institute, Newcastle University, International Centre for Life, Newcastle upon Tyne, UK
| | - Michael S Jackson
- Translational and Clinical Research Institute, Newcastle University, International Centre for Life, Newcastle upon Tyne, UK
| | | | - Kirsi Pylvänäinen
- Department of Education and science, Nova Hospital, Jyväskylä, Finland
| | - Katarina Andini
- Department of Genetics, University Medical Center Groningen, Groningen, The Netherlands
| | - Vince Kornel Grolmusz
- Department of Molecular Genetics, National Institute of Oncology, Budapest, Hungary.,Hereditary Cancers Research Group, Hungarian Academy of Sciences-Semmelweis University, Budapest, Hungary
| | - Gabriela Möslein
- Department of Surgery, Ev. Krankenhaus Bethesda Hospital, Duisburg, Germany
| | - Mev Dominguez-Valentin
- Department of Tumor Biology, Institute of Cancer Research, The Norwegian Radium Hospital, Oslo, Norway
| | - Pål Møller
- Department of Tumor Biology, Institute of Cancer Research, The Norwegian Radium Hospital, Oslo, Norway
| | - Daniel Fürst
- Institute of Clinical Transfusion Medicine and Immunogenetics Ulm, German Red Cross Blood Transfusion Service, Baden Wuerttemberg-Hessen, University Hospital Ulm, Ulm, Germany.,Institute of Transfusion Medicine, University of Ulm, Ulm, Germany
| | - Rolf Sijmons
- Department of Genetics, University Medical Center Groningen, Groningen, The Netherlands
| | - Gillian M Borthwick
- Translational and Clinical Research Institute, Newcastle University, International Centre for Life, Newcastle upon Tyne, UK
| | - John Burn
- Translational and Clinical Research Institute, Newcastle University, International Centre for Life, Newcastle upon Tyne, UK
| | - Jukka-Pekka Mecklin
- Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland.,Department of Surgery, Nova Hospital, Jyväskylä, Finland
| | - Vincent Heuveline
- Engineering Mathematics and Computing Lab (EMCL), Interdisciplinary Center for Scientific Computing (IWR), Heidelberg University, Heidelberg, Germany.,Data Mining and Uncertainty Quantification (DMQ), Heidelberg Institute for Theoretical Studies (HITS), Heidelberg, Germany
| | - Magnus von Knebel Doeberitz
- Department of Applied Tumor Biology, Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany.,Cooperation Unit Applied Tumor Biology, German Cancer Research Centre (DKFZ), Heidelberg, Germany
| | - Toni Seppälä
- Faculty of Medicine and Health Technology, Tampere University and Tays Cancer Center, Tampere University Hospital, Tampere, Finland.,Department of Gastrointestinal Surgery, Helsinki University Central Hospital, Helsinki, Finland.,Applied Tumor Genomics Research Program, University of Helsinki, Helsinki, Finland
| | - Matthias Kloor
- Department of Applied Tumor Biology, Institute of Pathology, University Hospital Heidelberg, Heidelberg, Germany.,Cooperation Unit Applied Tumor Biology, German Cancer Research Centre (DKFZ), Heidelberg, Germany
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13
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Elomaa H, Ahtiainen M, Väyrynen SA, Ogino S, Nowak JA, Lau MC, Helminen O, Wirta EV, Seppälä TT, Böhm J, Mecklin JP, Kuopio T, Väyrynen JP. Spatially resolved multimarker evaluation of CD274 (PD-L1)/PDCD1 (PD-1) immune checkpoint expression and macrophage polarisation in colorectal cancer. Br J Cancer 2023; 128:2104-2115. [DOI: 10.1038/s41416-023-02238-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Revised: 03/14/2023] [Accepted: 03/15/2023] [Indexed: 04/03/2023] Open
Abstract
Abstract
Background
The CD274 (PD-L1)/PDCD1 (PD-1) immune checkpoint interaction may promote cancer progression, but the expression patterns and prognostic significance of PD-L1 and PD-1 in the colorectal cancer microenvironment are inadequately characterised.
Methods
We used a custom 9-plex immunohistochemistry assay to quantify the expression patterns of PD-L1 and PD-1 in macrophages, T cells, and tumour cells in 910 colorectal cancer patients. We evaluated cancer-specific mortality according to immune cell subset densities using multivariable Cox regression models.
Results
Compared to PD-L1– macrophages, PD-L1+ macrophages were more likely M1-polarised than M2-polarised and located closer to tumour cells. PD-L1+ macrophage density in the invasive margin associated with longer cancer-specific survival [Ptrend = 0.0004, HR for the highest vs. lowest quartile, 0.52; 95% CI: 0.34–0.78]. T cell densities associated with longer cancer-specific survival regardless of PD-1 expression (Ptrend < 0.005 for both PD-1+ and PD-1– subsets). Higher densities of PD-1+ T cell/PD-L1+ macrophage clusters associated with longer cancer-specific survival (Ptrend < 0.005).
Conclusions
PD-L1+ macrophages show distinct polarisation profiles (more M1-like), spatial features (greater co-localisation with tumour cells and PD-1+ T cells), and associations with favourable clinical outcome. Our comprehensive multimarker assessment could enhance the understanding of immune checkpoints in the tumour microenvironment and promote the development of improved immunotherapies.
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14
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Liu Z, Georgakopoulos-Soares I, Ahituv N, Wong KC. Risk scoring based on DNA methylation-driven related DEGs for colorectal cancer prognosis with systematic insights. Life Sci 2023; 316:121413. [PMID: 36682524 DOI: 10.1016/j.lfs.2023.121413] [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: 11/07/2022] [Revised: 01/13/2023] [Accepted: 01/16/2023] [Indexed: 01/22/2023]
Abstract
Colorectal cancer is a common malignant tumor of the digestive tract. Despite advances in diagnostic techniques and medications. Its prognosis remains challenging. DNA methylation-driven related circulating tumor cells have attracted enormous interest in diagnosing owing to their non-invasive nature and early recognition properties. However, the mechanism through which risk biomarkers act remains elusive. Here, we designed a risk model based on differentially expressed genes, DNA methylation, robust, and survival-related factors in the framework of Cox regression. The model has satisfactory performance and is independently verified by an external and isolated dataset in terms of C-index value, ROC, and tROC. The model was applied to Colorectal cancer patients who were subsequently divided into high- and low-risk groups. Functional annotations, genomic alterations, tumor immune environment, and drug sensitivity were analyzed. We observed that up-regulated genes are associated with epithelial cell differentiation and MAPK signaling pathways. The down-regulated genes are related to IL-7 signaling and apoptosis-induced DNA fragmentation. Interestingly, the immune system was inhibited in high-risk groups. High-frequency mutation genes tend to co-occur. High-risk score patients are related to copy number amplification events. To address the challenges, we suggested eleven and twenty-one drugs that are sensitive to low- and high-risk patients. Finally, an artificial neural network was provided to evaluate the immunotherapeutic efficiency. Taken together, the findings demonstrated that our risk score model is robust and reliable for evaluating the prognosis with novel diagnostic and treatment targets. It also yields benefits for the treatment and provides unique insights into developing therapeutic strategies.
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Affiliation(s)
- Zhe Liu
- Department of Computer Science, City University of Hong Kong, Hong Kong, China
| | - Ilias Georgakopoulos-Soares
- Institute for Personalized Medicine, Department of Biochemistry and Molecular Biology, The Pennsylvania State University College of Medicine, Hershey, PA, USA; Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA, USA; Institute for Human Genetics, University of California San Francisco, San Francisco, CA, USA
| | - Nadav Ahituv
- Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA, USA; Institute for Human Genetics, University of California San Francisco, San Francisco, CA, USA
| | - Ka-Chun Wong
- Department of Computer Science, City University of Hong Kong, Hong Kong, China.
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15
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Spolverato G, Fassan M, Capelli G, Scarpa M, Negro S, Chiminazzo V, Kotsafti A, Angriman I, Campi M, De Simoni O, Ruffolo C, Astghik S, Vignotto C, Scognamiglio F, Becherucci G, Rivella G, Marchegiani F, Facci L, Bergamo F, Brignola S, Businello G, Guzzardo V, Dal Santo L, Salmaso R, Massani M, Pozza A, Cataldo I, Stecca T, Dei Tos AP, Zagonel V, Pilati P, Franzato B, Scapinello A, Pirozzolo G, Recordare A, Merenda R, Bordignon G, Guerriero S, Romiti C, Portale G, Cipollari C, Zizzo M, Porzionato A, Agostini M, Cavallin F, Di Camillo B, Bardini R, Maretto I, Castagliuolo I, Pucciarelli S, Scarpa M. IMMUNOREACT 5: female patients with rectal cancer have better immune editing mechanisms than male patients – a cohort study. Int J Surg 2023; 109:323-332. [PMID: 37093072 PMCID: PMC10389582 DOI: 10.1097/js9.0000000000000214] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Accepted: 01/05/2023] [Indexed: 04/08/2023]
Abstract
BACKGROUND Studies evaluating sex differences in colorectal cancer (CRC) tumor microenvironment are limited, and no previous study has focused on rectal cancer patients' constitutive immune surveillance mechanisms. The authors aimed to assess gender-related differences in the immune microenvironment of rectal cancer patients. METHODS A systematic review and meta-analysis were conducted up to 31 May 2021, including studies focusing on gender-related differences in the CRC tumor microenvironment. Data on the mutational profile of rectal cancer were extracted from the Cancer Genome Atlas (TCGA). A subanalysis of the two IMMUNOREACT trials (NCT04915326 and NCT04917263) was performed, aiming to detect gender-related differences in the immune microenvironment of the healthy mucosa in patients with early (IMMUNOREACT 1 cohort) and locally advanced rectal cancer following neoadjuvant therapy (IMMUNOREACT 2 cohort). In the retrospective IMMUNOREACT 1 cohort (therapy naive), the authors enrolled 442 patients (177 female and 265 male), while in the retrospective IMMUNOREACT 2 cohort (patients who had neoadjuvant therapy), we enrolled 264 patients (80 female and 184 male). In the prospective IMMUNOREACT 1 cohort (therapy naive), the authors enrolled 72 patients (26 female and 46 male), while in the prospective IMMUNOREACT 2 cohort (patients who had neoadjuvant therapy), the authors enrolled 105 patients (42 female and 63 male). RESULTS Seven studies reported PD-L1 expression in the CRC microenvironment, but no significant difference could be identified between the sexes. In the TGCA series, mutations of SYNE1 and RYR2 were significantly more frequent in male patients with rectal cancer. In the IMMUNOREACT 1 cohort, male patients had a higher expression of epithelial cells expressing HLA class I, while female patients had a higher number of activated CD4+Th1 cells. Female patients in the IMMUNOREACT 2 cohort showed a higher infiltration of epithelial cells expressing CD86 and activated cytotoxic T cells (P=0.01). CONCLUSIONS Male patients have more frequent oncogene mutations associated with a lower expression of T-cell activation genes. In the healthy mucosa of female patients, more Th1 cells and cytotoxic T cells suggest a potentially better immune response to the tumor. Sex should be considered when defining the treatment strategy for rectal cancer patients or designing prognostic scores.
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16
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Akiyoshi T, Wang Z, Kaneyasu T, Gotoh O, Tanaka N, Amino S, Yamamoto N, Kawachi H, Mukai T, Hiyoshi Y, Nagasaki T, Yamaguchi T, Konishi T, Fukunaga Y, Noda T, Mori S. Transcriptomic Analyses of Pretreatment Tumor Biopsy Samples, Response to Neoadjuvant Chemoradiotherapy, and Survival in Patients With Advanced Rectal Cancer. JAMA Netw Open 2023; 6:e2252140. [PMID: 36662520 PMCID: PMC9860531 DOI: 10.1001/jamanetworkopen.2022.52140] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Accepted: 11/03/2022] [Indexed: 01/21/2023] Open
Abstract
Importance Neoadjuvant chemoradiotherapy (CRT) is the standard of care for advanced rectal cancer. Yet, estimating response to CRT remains an unmet clinical challenge. Objective To investigate and better understand the transcriptomic factors associated with response to neoadjuvant CRT and survival in patients with advanced rectal cancer. Design, Setting, and Participants A single-center, retrospective, case series was conducted at a comprehensive cancer center. Pretreatment biopsies from 298 patients with rectal cancer who were later treated with neoadjuvant CRT between April 1, 2004, and September 30, 2020, were analyzed by RNA sequencing. Data analysis was performed from July 1, 2021, to May 31, 2022. Exposures Chemoradiotherapy followed by total mesorectal excision or watch-and-wait management. Main Outcomes and Measures Transcriptional subtyping was performed by consensus molecular subtype (CMS) classification. Immune cell infiltration was assessed using microenvironment cell populations-counter (MCP-counter) scores and single-sample gene set enrichment analysis (ssGSEA). Patients with surgical specimens of tumor regression grade 3 to 4 or whose care was managed by the watch-and-wait approach for more than 3 years were defined as good responders. Results Of the 298 patients in the study, 205 patients (68.8%) were men, and the median age was 61 (IQR, 52-67) years. Patients classified as CMS1 (6.4%) had a significantly higher rate of good response, albeit survival was comparable among the 4 subtypes. Good responders exhibited an enrichment in various immune-related pathways, as determined by ssGSEA. Microenvironment cell populations-counter scores for cytotoxic lymphocytes were significantly higher for good responders than nonresponders (median, 0.76 [IQR, 0.53-1.01] vs 0.58 [IQR, 0.43-0.83]; P < .001). Cytotoxic lymphocyte MCP-counter score was independently associated with response to CRT, as determined in the multivariable analysis (odds ratio, 3.81; 95% CI, 1.82-7.97; P < .001). Multivariable Cox proportional hazards regression analysis, including postoperative pathologic factors, revealed the cytotoxic lymphocyte MCP-counter score to be independently associated with recurrence-free survival (hazard ratio [HR], 0.38; 95% CI, 0.16-0.92; P = .03) and overall survival (HR, 0.16; 95% CI, 0.03-0.83; P = .03). Conclusions and Relevance In this case series of patients with rectal cancer treated with neoadjuvant CRT, the cytotoxic lymphocyte score in pretreatment biopsy samples, as computed by RNA sequencing, was associated with response to CRT and survival. This finding suggests that the cytotoxic lymphocyte score might serve as a biomarker in personalized multimodal rectal cancer treatment.
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Affiliation(s)
- Takashi Akiyoshi
- Department of Gastroenterological Surgery, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Zhe Wang
- Project for Development of Innovative Research on Cancer Therapeutics, Cancer Precision Medicine Center, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Tomoko Kaneyasu
- Project for Development of Innovative Research on Cancer Therapeutics, Cancer Precision Medicine Center, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Osamu Gotoh
- Project for Development of Innovative Research on Cancer Therapeutics, Cancer Precision Medicine Center, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Norio Tanaka
- Project for Development of Innovative Research on Cancer Therapeutics, Cancer Precision Medicine Center, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Sayuri Amino
- Project for Development of Genomics-Based Cancer Medicine, Cancer Precision Medicine Center, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Noriko Yamamoto
- Division of Pathology, Cancer Institute, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Hiroshi Kawachi
- Division of Pathology, Cancer Institute, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Toshiki Mukai
- Department of Gastroenterological Surgery, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Yukiharu Hiyoshi
- Department of Gastroenterological Surgery, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Toshiya Nagasaki
- Department of Gastroenterological Surgery, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Tomohiro Yamaguchi
- Department of Gastroenterological Surgery, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Tsuyoshi Konishi
- Department of Colon and Rectal Surgery, The University of Texas MD Anderson Cancer Center, Houston
| | - Yosuke Fukunaga
- Department of Gastroenterological Surgery, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Tetsuo Noda
- Cancer Institute, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Seiichi Mori
- Project for Development of Innovative Research on Cancer Therapeutics, Cancer Precision Medicine Center, Japanese Foundation for Cancer Research, Tokyo, Japan
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17
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Mokhtari Z, Rezaei M, Sanei MH, Dehghanian A, Faghih Z, Heidari Z, Tavana S. Tim3 and PD-1 as a therapeutic and prognostic targets in colorectal cancer: Relationship with sidedness, clinicopathological parameters, and survival. Front Oncol 2023; 13:1069696. [PMID: 37035199 PMCID: PMC10076872 DOI: 10.3389/fonc.2023.1069696] [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: 10/14/2022] [Accepted: 03/08/2023] [Indexed: 04/11/2023] Open
Abstract
Background Colorectal cancer (CRC) is a heterogeneous disease that complicates predicting patients' prognosis and their response to treatment. CRC prognosis is influenced by the tumor microenvironment (TME). The immune system is a critical component of the TME. Programmed cell death receptor 1 (PD-1) and T-cell immunoglobulin and mucin-domain containing-3 (Tim3) are inhibitory immune checkpoints that regulate immune response and may provide prognostic power. However, the effect of their expressions and co-expressions on the CRC prognosis remains unclear. Accordingly, this study aimed to investigate the prognostic value of the CD8, CD3, PD-1, Tim3 expression, and PD-1/Tim3 co-expression in patients with CRC. Materials and Methods One hundred and thirty six patients with CRC who underwent curative surgery were enrolled in the study. Immunohistochemical staining was performed for PD-1, Tim3, CD8, and CD3, and the expression of each marker was evaluated in the center of the tumor (CT), invasive margin (IM), and adjacent normal-like tissue. Result Our results indicated that high expression of PD-1 in IM was significantly associated with lower TNM stage, T-stage, M-stage, lack of metastasis, the presence of tertiary lymphoid structure (TLS), lack of recurrence (in the left-sided tumors), and larger tumor size (in right-sided tumors) (P<0.05). High expression of PD-1 in IM was also associated with improved overall survival (OS) in a subgroup of patients with high CD8 expression. High Tim3 expression in CT was associated with higher M-stage (M1) (in left-sided CRCs) (P<0.05). It was also associated with decreased OS in total cohort and left-sided CRCs and represented an independent prognostic factor for CRC patients in multivariate analysis. PD-1 and Tim3 co-expression had no synergistic effects on predicting OS. Conclusion Our findings suggest that the clinicopathological and prognostic significance of immune system-related markers such as CD8, PD-1, and Tim3 depends on the primary tumor sides. We also showed that Tim3 could act as a prognostic factor and therapeutic target in CRC. This marker is probably a more preferred target for immunotherapy than PD-1, especially in left-sided CRCs.
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Affiliation(s)
- Zahra Mokhtari
- Department of Immunology, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Marzieh Rezaei
- Department of Immunology, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
- *Correspondence: Marzieh Rezaei,
| | - Mohammad Hossein Sanei
- Department of Pathology, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Amirreza Dehghanian
- Department of Pathology, School of Medicine, Shiraz University of Medical Science, Shiraz, Iran
| | - Zahra Faghih
- Institute for Cancer Research (ICR), School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Zahra Heidari
- Department of Biostatistics & Epidemiologyt, School of Public Health, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Shirin Tavana
- Department of Immunology, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
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18
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Prognostic significance of spatial and density analysis of T lymphocytes in colorectal cancer. Br J Cancer 2022; 127:514-523. [PMID: 35449453 PMCID: PMC9345858 DOI: 10.1038/s41416-022-01822-6] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Revised: 03/31/2022] [Accepted: 04/04/2022] [Indexed: 12/03/2022] Open
Abstract
BACKGROUND Although high T cell density is a strong favourable prognostic factor in colorectal cancer, the significance of the spatial distribution of T cells is incompletely understood. We aimed to evaluate the prognostic significance of tumour cell-T cell co-localisation and T cell densities. METHODS We analysed CD3 and CD8 immunohistochemistry in a study cohort of 983 colorectal cancer patients and a validation cohort (N = 246). Individual immune and tumour cells were identified to calculate T cell densities (to derive T cell density score) and G-cross function values, estimating the likelihood of tumour cells being co-located with T cells within 20 µm radius (to derive T cell proximity score). RESULTS High T cell proximity score associated with longer cancer-specific survival in both the study cohort [adjusted HR for high (vs. low) 0.33, 95% CI 0.20-0.52, Ptrend < 0.0001] and the validation cohort [adjusted HR for high (vs. low) 0.15, 95% CI 0.05-0.45, Ptrend < 0.0001] and its prognostic value was independent of T cell density score. CONCLUSIONS The spatial point pattern analysis of tumour cell-T cell co-localisation could provide detailed information on colorectal cancer prognosis, supporting the value of spatial measurement of T cell infiltrates as a novel, robust tumour-immune biomarker.
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19
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Wozniakova M, Skarda J, Raska M. The Role of Tumor Microenvironment and Immune Response in Colorectal Cancer Development and Prognosis. Pathol Oncol Res 2022; 28:1610502. [PMID: 35936516 PMCID: PMC9350736 DOI: 10.3389/pore.2022.1610502] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Accepted: 06/28/2022] [Indexed: 11/13/2022]
Abstract
Colorectal cancer (CRC) is one of the most common cancers worldwide. The patient’s prognosis largely depends on the tumor stage at diagnosis. The pathological TNM Classification of Malignant Tumors (pTNM) staging of surgically resected cancers represents the main prognostic factor and guidance for decision-making in CRC patients. However, this approach alone is insufficient as a prognostic predictor because clinical outcomes in patients at the same histological tumor stage can still differ. Recently, significant progress in the treatment of CRC has been made due to improvements in both chemotherapy and surgical management. Immunotherapy-based approaches are one of the most rapidly developing areas of tumor therapy. This review summarizes the current knowledge about the tumor microenvironment (TME), immune response and its interactions with CRC development, immunotherapy and prognosis.
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Affiliation(s)
- Maria Wozniakova
- Institute of Pathology and Molecular Genetics, University Hospital Ostrava, Ostrava, Czechia
- Department of Clinical and Molecular Pathology, Faculty of Medicine and Dentistry, Palacký University Olomouc, Olomouc, Czechia
- *Correspondence: Maria Wozniakova,
| | - Jozef Skarda
- Institute of Pathology and Molecular Genetics, University Hospital Ostrava, Ostrava, Czechia
- Department of Clinical and Molecular Pathology, Faculty of Medicine and Dentistry, Palacký University Olomouc, Olomouc, Czechia
| | - Milan Raska
- Department of Immunology, Faculty of Medicine and Dentistry, Palacký University Olomouc, Olomouc, Czechia
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20
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Yu ZL, Zhu ZM. Construction of an N6-methyladenosine lncRNA- and immune cell infiltration-related prognostic model in colorectal cancer. PROTOPLASMA 2022; 259:1029-1045. [PMID: 34734333 DOI: 10.1007/s00709-021-01718-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Accepted: 10/18/2021] [Indexed: 06/13/2023]
Abstract
The present paper aims to shed light on the influence of N6-methyladenosine (m6A) long non-coding RNAs (lncRNAs) and immune cell infiltration on colorectal cancer (CRC). We downloaded workflow-type data and xml-format clinical data on CRC from The Cancer Genome Atlas project. The relationship between lncRNA and m6A was identified by using Perl and R software. Kyoto Encyclopedia of Genes and Genomes enrichment analysis was performed. Lasso regression was utilized to construct a prognostic model. Survival analysis was used to explore the relationship between clusters of m6A lncRNAs and clinical survival data. Differential analysis of the tumor microenvironment and an immune correlation analysis were used to determine immune cell infiltration levels in different clusters and their correlation with clinical prognosis. The expression of lncRNA was tightly associated with m6A. The univariate Cox regression analysis showed that lncRNA was a risk factor for the prognosis. Differential expression analysis demonstrated that m6A lncRNAs were partially highly expressed in tumor tissue. m6A lncRNA-related prognostic model could predict the prognosis of CRC independently. "ECM_RECEPTOR_INTERACTION" was the most significantly enriched gene set. PARP8 was overexpressed in tumor tissue and high-risk cluster. CD4 memory T cells, activated resting NK cells, and memory B cells were highly clustered in the high-risk cluster. All of the scores were higher in the low-risk group. m6A lncRNA is closely related to the occurrence and progression of CRC. The corresponding prognostic model can be utilized to evaluate the prognosis of CRC. m6A lncRNA and related immune cell infiltration in the tumor microenvironment can provide novel therapeutic targets for further research.
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Affiliation(s)
- Zhong Lin Yu
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital of Nanchang University, 1 Minde Road, Nanchang, 330006, Jiangxi, China
| | - Zheng Ming Zhu
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital of Nanchang University, 1 Minde Road, Nanchang, 330006, Jiangxi, China.
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21
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Pakkanen E, Kalfert D, Ahtiainen M, Ludvíková M, Kuopio T, Kholová I. PD-L1 and PD-1 expression in thyroid follicular epithelial dysplasia: Hashimoto thyroiditis related atypia and potential papillary carcinoma precursor. APMIS 2022; 130:276-283. [PMID: 35238073 PMCID: PMC9311209 DOI: 10.1111/apm.13218] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Accepted: 01/03/2022] [Indexed: 12/16/2022]
Abstract
Programmed cell death ligand (PD‐L1)/PD‐1 expression has been studied in a variety of cancers and blockage of PD‐L1/PD‐1 pathway is a cornerstone of immunotherapy. We studied PD‐L1/PD‐1 immunohistochemical expression in 47 thyroid gland specimens in groups of (1) Hashimoto thyroiditis (HT) only; (2) HT and follicular epithelial dysplasia (FED); and (3) HT, FED, and papillary thyroid carcinoma (PTC). PD‐1 positivity was found in immune cells, namely in lymphocytes, macrophages, and plasma cells with mean values for lymphocytes and macrophages 9% in HT group, 4% in FED group, and 4% in PTC group. PD‐L1 positivity was identified in both immune cells and in the normal epithelial cells. In the HT group, mean PD‐L1 staining on immune cells was 6%, in FED group 5%, and in PTC group 7%. The mean PD‐L1 staining on the epithelial cells in the inflammatory parenchyma was 11.7% in HT, 13.4% in FED, and 8.3% in PTC group. The mean PD‐L1 staining of FED foci was 47.2% in FED group and 33.6% in PTC group. The mean tumor proportion score (TPS) was 10.4%, and the mean combined positive score (CPS) was 15.5. At the moment, PTC is not a target of immunotherapy. However, understanding the complex issue of concurrent inflammation and autoimmunity can importantly influence the cancer treatment in future.
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Affiliation(s)
- Emma Pakkanen
- Pathology, Fimlab Laboratories, Tampere, Finland.,Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - David Kalfert
- Department of Otorhinolaryngology and Head and Neck Surgery, First Faculty of Medicine, University Hospital Motol, Charles University, Prague 5, Czech Republic
| | - Maarit Ahtiainen
- Department of Education and Research, Hospital Nova of Central Finland, Jyväskylä, Finland
| | - Marie Ludvíková
- Department of Biology, Faculty of Medicine in Pilsen, Charles University, Plzen, Czech Republic
| | - Teijo Kuopio
- Department of Biological and Environmental Science, University of Jyväskylä, Jyväskylä, Finland.,Department of Pathology, Central Finland Health Care District, Jyväskylä, Finland
| | - Ivana Kholová
- Pathology, Fimlab Laboratories, Tampere, Finland.,Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
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22
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Kitagawa Y, Akiyoshi T, Yamamoto N, Mukai T, Hiyoshi Y, Yamaguchi T, Nagasaki T, Fukunaga Y, Hirota T, Noda T, Kawachi H. Tumor-infiltrating PD-1+ immune cell density is associated with response to neoadjuvant chemoradiotherapy in rectal cancer. Clin Colorectal Cancer 2022; 21:e1-e11. [DOI: 10.1016/j.clcc.2022.01.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Revised: 12/23/2021] [Accepted: 01/04/2022] [Indexed: 01/04/2023]
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23
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Immunoprofiles and DNA Methylation of Inflammatory Marker Genes in Ulcerative Colitis-Associated Colorectal Tumorigenesis. Biomolecules 2021; 11:biom11101440. [PMID: 34680073 PMCID: PMC8533626 DOI: 10.3390/biom11101440] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2021] [Revised: 09/23/2021] [Accepted: 09/27/2021] [Indexed: 11/16/2022] Open
Abstract
Immunological and epigenetic changes are interconnected and contribute to tumorigenesis. We determined the immunoprofiles and promoter methylation of inflammation-related genes for colitis-associated colorectal carcinomas (CA-CRC). The results were compared with Lynch syndrome (LS)-associated colorectal tumors, which are characterized by an active immune environment through inherited mismatch repair defects. CA-CRCs (n = 31) were immunohistochemically evaluated for immune cell scores (ICSs) and PDCD1 and CD274 expression. Seven inflammation-associated genes (CD274, NTSR1, PPARG, PTGS2, PYCARD, SOCS1, and SOCS2), the repair gene MGMT, and eight standard marker genes for the CpG Island Methylator Phenotype (CIMP) were investigated for promoter methylation in CA-CRCs, LS tumors (n = 29), and paired normal mucosae by multiplex ligation-dependent probe amplification. All but one CA-CRCs were microsatellite-stable and all LS tumors were microsatellite-unstable. Most CA-CRCs had a high ICS (55%) and a positive CD274 expression in immune cells (52%). NTSR1 revealed frequent tumor-specific hypermethylation in CA-CRC and LS. When compared to LS mucosae, normal mucosae from patients with CA-CRC showed significantly higher methylation of NTSR1 and most CIMP markers. In conclusion, CA-CRCs share a frequent ICShigh/CD274pos expression pattern with LS tumors. Elevated methylation in normal mucosa may indicate field cancerization as a feature of CA-CRC-associated tumorigenesis.
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24
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Rajamäki K, Taira A, Katainen R, Välimäki N, Kuosmanen A, Plaketti RM, Seppälä TT, Ahtiainen M, Wirta EV, Vartiainen E, Sulo P, Ravantti J, Lehtipuro S, Granberg KJ, Nykter M, Tanskanen T, Ristimäki A, Koskensalo S, Renkonen-Sinisalo L, Lepistö A, Böhm J, Taipale J, Mecklin JP, Aavikko M, Palin K, Aaltonen LA. Genetic and Epigenetic Characteristics of Inflammatory Bowel Disease-Associated Colorectal Cancer. Gastroenterology 2021; 161:592-607. [PMID: 33930428 DOI: 10.1053/j.gastro.2021.04.042] [Citation(s) in RCA: 85] [Impact Index Per Article: 28.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Revised: 04/16/2021] [Accepted: 04/16/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS Inflammatory bowel disease (IBD) is a chronic, relapsing inflammatory disorder associated with an elevated risk of colorectal cancer (CRC). IBD-associated CRC (IBD-CRC) may represent a distinct pathway of tumorigenesis compared to sporadic CRC (sCRC). Our aim was to comprehensively characterize IBD-associated tumorigenesis integrating multiple high-throughput approaches, and to compare the results with in-house data sets from sCRCs. METHODS Whole-genome sequencing, single nucleotide polymorphism arrays, RNA sequencing, genome-wide methylation analysis, and immunohistochemistry were performed using fresh-frozen and formalin-fixed tissue samples of tumor and corresponding normal tissues from 31 patients with IBD-CRC. RESULTS Transcriptome-based tumor subtyping revealed the complete absence of canonical epithelial tumor subtype associated with WNT signaling in IBD-CRCs, dominated instead by mesenchymal stroma-rich subtype. Negative WNT regulators AXIN2 and RNF43 were strongly down-regulated in IBD-CRCs and chromosomal gains at HNF4A, a negative regulator of WNT-induced epithelial-mesenchymal transition (EMT), were less frequent compared to sCRCs. Enrichment of hypomethylation at HNF4α binding sites was detected solely in sCRC genomes. PIGR and OSMR involved in mucosal immunity were dysregulated via epigenetic modifications in IBD-CRCs. Genome-wide analysis showed significant enrichment of noncoding mutations to 5'untranslated region of TP53 in IBD-CRCs. As reported previously, somatic mutations in APC and KRAS were less frequent in IBD-CRCs compared to sCRCs. CONCLUSIONS Distinct mechanisms of WNT pathway dysregulation skew IBD-CRCs toward mesenchymal tumor subtype, which may affect prognosis and treatment options. Increased OSMR signaling may favor the establishment of mesenchymal tumors in patients with IBD.
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Affiliation(s)
- Kristiina Rajamäki
- Department of Medical and Clinical Genetics, University of Helsinki, Helsinki, Finland; Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Helsinki, Finland.
| | - Aurora Taira
- Department of Medical and Clinical Genetics, University of Helsinki, Helsinki, Finland; Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Helsinki, Finland
| | - Riku Katainen
- Department of Medical and Clinical Genetics, University of Helsinki, Helsinki, Finland; Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Helsinki, Finland
| | - Niko Välimäki
- Department of Medical and Clinical Genetics, University of Helsinki, Helsinki, Finland; Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Helsinki, Finland
| | - Anna Kuosmanen
- Department of Medical and Clinical Genetics, University of Helsinki, Helsinki, Finland; Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Helsinki, Finland
| | - Roosa-Maria Plaketti
- Department of Medical and Clinical Genetics, University of Helsinki, Helsinki, Finland; Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Helsinki, Finland
| | - Toni T Seppälä
- Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Helsinki, Finland; Department of Surgery, Helsinki University Central Hospital and University of Helsinki, Helsinki, Finland; Department of Surgical Oncology, Johns Hopkins University, Baltimore, Maryland
| | - Maarit Ahtiainen
- Department of Pathology, Central Finland Health Care District, Jyväskylä, Finland
| | - Erkki-Ville Wirta
- Department of Gastroenterology and Alimentary Tract Surgery, Tampere University Hospital, Tampere, Finland
| | - Emilia Vartiainen
- Department of Medical and Clinical Genetics, University of Helsinki, Helsinki, Finland; Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Helsinki, Finland
| | - Päivi Sulo
- Department of Medical and Clinical Genetics, University of Helsinki, Helsinki, Finland; Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Helsinki, Finland
| | - Janne Ravantti
- Department of Medical and Clinical Genetics, University of Helsinki, Helsinki, Finland; Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Helsinki, Finland
| | - Suvi Lehtipuro
- Prostate Cancer Research Center, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland; Tays Cancer Center, Tampere University Hospital, Tampere, Finland
| | - Kirsi J Granberg
- Prostate Cancer Research Center, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland; Tays Cancer Center, Tampere University Hospital, Tampere, Finland
| | - Matti Nykter
- Prostate Cancer Research Center, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland; Tays Cancer Center, Tampere University Hospital, Tampere, Finland
| | - Tomas Tanskanen
- Finnish Cancer Registry, Institute for Statistical and Epidemiological Cancer Research, Helsinki, Finland
| | - Ari Ristimäki
- Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Helsinki, Finland; Department of Pathology, HUSLAB, HUS Diagnostic Center, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Selja Koskensalo
- Department of Gastrointestinal Surgery, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Laura Renkonen-Sinisalo
- Department of Gastrointestinal Surgery, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Anna Lepistö
- Department of Gastrointestinal Surgery, Helsinki University Hospital and University of Helsinki, Helsinki, Finland
| | - Jan Böhm
- Department of Pathology, Central Finland Health Care District, Jyväskylä, Finland
| | - Jussi Taipale
- Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Helsinki, Finland; Division of Functional Genomics and Systems Biology, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, Stockholm, Sweden; Department of Biochemistry, University of Cambridge, Cambridge, UK
| | - Jukka-Pekka Mecklin
- Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland; Department of Education and Research, Central Finland Central Hospital, Jyväskylä, Finland
| | - Mervi Aavikko
- Department of Medical and Clinical Genetics, University of Helsinki, Helsinki, Finland; Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Helsinki, Finland; Institute for Molecular Medicine Finland, HiLIFE, University of Helsinki, Helsinki, Finland
| | - Kimmo Palin
- Department of Medical and Clinical Genetics, University of Helsinki, Helsinki, Finland; Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Helsinki, Finland
| | - Lauri A Aaltonen
- Department of Medical and Clinical Genetics, University of Helsinki, Helsinki, Finland; Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Helsinki, Finland.
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Immune Contexture of MMR-Proficient Primary Colorectal Cancer and Matched Liver and Lung Metastases. Cancers (Basel) 2021; 13:cancers13071530. [PMID: 33810354 PMCID: PMC8037224 DOI: 10.3390/cancers13071530] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2021] [Revised: 03/12/2021] [Accepted: 03/24/2021] [Indexed: 12/24/2022] Open
Abstract
Simple Summary Metastasis is the main cause for cancer mortality. The most common metastatic sites of colorectal cancer (CRC) are the liver and lungs. Tumour-infiltrating lymphocytes are recognized as beneficial prognostic factors both in primary and metastatic CRC, but less is known about their reciprocal differences. The aim of our study was to evaluate immune microenvironment and its prognostic value in a series of mismatch proficient (pMMR) CRC with matched liver and lung metastases. The proportion of tumours with high immune cell infiltration together with PD-L1-positivity almost doubled in metastases compared to primary tumours. Our study confirmed the prognostic value of high ICS in least immune-infiltrated metastases in pMMR CRC patients. Major differences observed in immune contexture between primary tumours and metastases may have significance for treatment strategies for patients with advanced CRC. Abstract Purpose: To evaluate immune cell infiltration, the programmed death-1/programmed death ligand-1 (PD-1/PD-L1) expression and their prognostic value in a series of mismatch proficient (pMMR) CRC with matched liver and lung metastases. Methods: Formalin-fixed paraffin-embedded tissue sections stained for CD3, CD8, PD-L1 and PD-1 from 113 primary CRC tumours with 105 liver and 59 lung metastases were analyzed. The amount of CD3 and CD8 positive lymphocytes were combined as immune cell score (ICS). Comparative analyses on immune contexture were performed both between the primary tumour and matched metastases and between the metastatic sites. Results: In liver metastases, immune cell infiltration was increased in general compared to primary tumours but did not correlate case by case. On the contrary, ICS between lung metastases and primary tumours correlated well, but the expression of PD-1/PD-L1 was increased in lung metastases. The proportion of tumours with high ICS together with PD-L1-positivity almost doubled in metastases (39%) compared to primary tumours (20%). High ICS (compared to lowest) in patient’s least immune-infiltrated metastasis was an independent prognostic marker for disease-specific (HR 9.14, 95%CI 2.81–29.68) and overall survival (HR 6.95, 95%CI 2.30–21.00). Conclusions: Our study confirms the prognostic value of high ICS in least immune-infiltrated metastases in pMMR CRC patients. Major differences observed in immune contexture between primary tumours and metastases may have significance for treatment strategies for patients with advanced CRC.
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Zhu T, Ma Z, Wang H, Wei D, Wang B, Zhang C, Fu L, Li Z, Yu G. Immune-Related Long Non-coding RNA Signature and Clinical Nomogram to Evaluate Survival of Patients Suffering Esophageal Squamous Cell Carcinoma. Front Cell Dev Biol 2021; 9:641960. [PMID: 33748133 PMCID: PMC7969885 DOI: 10.3389/fcell.2021.641960] [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] [Received: 12/15/2020] [Accepted: 01/26/2021] [Indexed: 12/13/2022] Open
Abstract
Esophageal squamous cell carcinoma (ESCC) turns out to be one of the most prevalent cancer types, leading to a relatively high mortality among worldwide sufferers. In this study, gene microarray data of ESCC patients were obtained from the GEO database, with the samples involved divided into a training set and a validation set. Based on the immune-related differential long non-coding RNAs (lncRNAs) we identified, a prognostic eight-lncRNA-based risk signature was constructed following regression analyses. Then, the predictive capacity of the model was evaluated in the training set and validation set using survival curves and receiver operation characteristic curves. In addition, univariate and multivariate regression analyses based on clinical information and the model-based risk score also demonstrated the ability of the risk score in independently determining the prognosis of patients. Besides, based on the CIBERSORT tool, the abundance of immune infiltrates in tumor samples was scored, and a significant difference was presented between the high- and low- risk groups. Correlation analysis with immune checkpoints (PD1, PDL1, and CTLA4) indicated that the eight-lncRNA signature–based risk score was negatively correlated with PD1 expression, suggesting that the eight-lncRNA signature may have an effect in immunotherapy for ESCC. Finally, GO annotation was performed for the differential mRNAs that were co-expressed with the eight lncRNAs, and it was uncovered that they were remarkably enriched in immune-related biological functions. These results suggested that the eight-lncRNA signature–based risk model could be employed as an independent biomarker for ESCC prognosis and might play a part in evaluating the response of ESCC to immunotherapy with immune checkpoint blockade.
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Affiliation(s)
- Ting Zhu
- Department of Thoracic Surgery, Shaoxing People's Hospital, Shaoxing, China
| | - Zhifeng Ma
- Department of Thoracic Surgery, Shaoxing People's Hospital, Shaoxing, China
| | - Haiyong Wang
- Department of Thoracic Surgery, Shaoxing People's Hospital, Shaoxing, China
| | - Desheng Wei
- Department of Thoracic Surgery, Shaoxing People's Hospital, Shaoxing, China
| | - Bin Wang
- Department of Thoracic Surgery, Shaoxing People's Hospital, Shaoxing, China
| | - Chu Zhang
- Department of Thoracic Surgery, Shaoxing People's Hospital, Shaoxing, China
| | - Linhai Fu
- Department of Thoracic Surgery, Shaoxing People's Hospital, Shaoxing, China
| | - Zhupeng Li
- Department of Thoracic Surgery, Shaoxing People's Hospital, Shaoxing, China
| | - Guangmao Yu
- Department of Thoracic Surgery, Shaoxing People's Hospital, Shaoxing, China
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27
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Deng Y, Govers C, Ter Beest E, van Dijk AJ, Hettinga K, Wichers HJ. A THP-1 Cell Line-Based Exploration of Immune Responses Toward Heat-Treated BLG. Front Nutr 2021; 7:612397. [PMID: 33521038 PMCID: PMC7838438 DOI: 10.3389/fnut.2020.612397] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Accepted: 12/14/2020] [Indexed: 12/12/2022] Open
Abstract
Allergen recognition and processing by antigen presenting cells is essential for the sensitization step of food allergy. Macrophages and dendritic cells are both phagocytic antigen presenting cells and play important roles in innate immune responses and signaling between the innate and adaptive immune system. To obtain a model system with a homogeneous genetic background, we derived macrophages and dendritic cells from THP-1 monocytes. The difference between macrophages and dendritic cells was clearly shown by differences in their transcription response (microarray) and protein expression levels. Their resemblance to primary cells was analyzed by comparison to properties as described in literature. The uptake of β-lactoglobulin after wet-heating (60°C in solution) by THP-1 derived macrophages was earlier reported to be significantly increased. To analyse the subsequent immune response, we incubated THP-1 derived macrophages and dendritic cells with native and differently processed β-lactoglobulin and determined the transcription and cytokine expression levels of the cells. A stronger transcriptional response was found in macrophages than in dendritic cells, while severely structurally modified β-lactoglobulin induced a more limited transcriptional response, especially when compared to native and limitedly modified β-lactoglobulin. These results show that processing is relevant for the transcriptional response toward β-lactoglobulin of innate immune cells.
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Affiliation(s)
- Ying Deng
- Food and Biobased Research, Wageningen University and Research, Wageningen, Netherlands.,Food Chemistry, Department of Agrotechnology and Food Sciences, Wageningen University and Research, Wageningen, Netherlands
| | - Coen Govers
- Food and Biobased Research, Wageningen University and Research, Wageningen, Netherlands
| | - Ellen Ter Beest
- Food and Biobased Research, Wageningen University and Research, Wageningen, Netherlands.,Food Chemistry, Department of Agrotechnology and Food Sciences, Wageningen University and Research, Wageningen, Netherlands
| | - Aalt-Jan van Dijk
- Bioinformatics Group, Department of Plant Sciences, Wageningen University and Research, Wageningen, Netherlands
| | - Kasper Hettinga
- Food Quality and Design, Department of Agrotechnology and Food Sciences, Wageningen University and Research, Wageningen, Netherlands
| | - Harry J Wichers
- Food and Biobased Research, Wageningen University and Research, Wageningen, Netherlands.,Food Chemistry, Department of Agrotechnology and Food Sciences, Wageningen University and Research, Wageningen, Netherlands
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Wang S, Yuan B, Wang Y, Li M, Liu X, Cao J, Li C, Hu J. Clinicopathological and prognostic significance of PD-L1 expression in colorectal cancer: a meta-analysis. Int J Colorectal Dis 2021; 36:117-130. [PMID: 32910207 PMCID: PMC7782388 DOI: 10.1007/s00384-020-03734-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/26/2020] [Indexed: 02/07/2023]
Abstract
PURPOSE To systematically evaluate the correlation between PD-L1 expression and clinicopathological features and prognosis of colorectal cancer (CRC). METHODS Seven databases (PubMed, Cochrane Library, EMBASE, Web of Science, CBM, Wanfang, and CNKI) were searched through May 2020. Risk of bias and quality of evidence were assessed by using the Newcastle-Ottawa scale (NOS), and meta-analysis was carried out by using the Review Manager 5.3 software on the studies with the quality evaluation scores ≥ 6. Meta-regression analysis was used to determine the independent role of PD-L1 expression on CRC prognosis after adjusting clinicopathological features and treatment methods. RESULTS A total of 8823 CRC patients in 32 eligible studies. PD-L1 expression was correlated with lymphatic metastasis (yes/no; OR = 1.24, 95% CI (1.11, 1.38)), diameter of tumor (≥ 5 cm/< 5 cm; OR = 1.34, 95% CI (1.06, 1.70)), differentiation (high-middle/low; OR = 0.68, 95% CI (0.53, 0.87)), and vascular invasion (yes/no; OR = 0.80, 95% CI (0.69, 0.92)). PD-L1 expression shortened the overall survival (hazard ratio (HR) = 1.93, 95% CI (1.66, 2.25)), disease-free survival (HR = 1.76, 95% CI (1.50, 2.07)), and progression-free survival (HR = 1.93, 95% CI (1.55, 2.41)). Meta-regression showed that PD-L1 expression played a significant role on poor CRC OS (HR = 1.95, 95% CI (1.92, 3.98)) and disease-free survival (HR = 2.14, 95% CI (0.73, 4.52)). CONCLUSION PD-L1 expression independently predicted a poor prognosis of CRC.
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Affiliation(s)
- Shuxia Wang
- Public Health School, Gansu University of Chinese Medicine, Lanzhou, 730000, China
| | - Bo Yuan
- Basic Medical School, Gansu University of Chinese Medicine, Lanzhou, 730000, China
| | - Yun Wang
- Public Health School, Gansu University of Chinese Medicine, Lanzhou, 730000, China
| | - Mingyang Li
- Public Health School, Gansu University of Chinese Medicine, Lanzhou, 730000, China
| | - Xibo Liu
- Public Health School, Gansu University of Chinese Medicine, Lanzhou, 730000, China
| | - Jing Cao
- Public Health School, Gansu University of Chinese Medicine, Lanzhou, 730000, China
| | - Changtian Li
- Basic Medical School, Gansu University of Chinese Medicine, Lanzhou, 730000, China
| | - Jihong Hu
- Center of Research and Experiment, Gansu University of Chinese Medicine, Lanzhou, 730000, China.
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Li X, Ling A, Kellgren TG, Lundholm M, Löfgren-Burström A, Zingmark C, Rutegård M, Ljuslinder I, Palmqvist R, Edin S. A Detailed Flow Cytometric Analysis of Immune Activity Profiles in Molecular Subtypes of Colorectal Cancer. Cancers (Basel) 2020; 12:cancers12113440. [PMID: 33228141 PMCID: PMC7699331 DOI: 10.3390/cancers12113440] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Revised: 11/10/2020] [Accepted: 11/17/2020] [Indexed: 02/07/2023] Open
Abstract
Simple Summary Colorectal cancer is one of the deadliest cancers worldwide, with around 40% of patients dying from distant metastasis. Tumour immune cell infiltration has powerful positive prognostic value in this disease, suggesting immunotherapy as a potential treatment modality. The aim of this explorative study was to assess in detail the local and systemic immune response in different molecular subgroups of colorectal cancer. An improved molecular understanding of the disease may lead to important advances in personalised medicine, identifying prognostic and predictive tools, in addition to new therapeutic targets. Abstract The local anti-tumour immune response has important prognostic value in colorectal cancer (CRC). In the era of immunotherapy, a better understanding of the immune response in molecular subgroups of CRC may lead to significant advances in personalised medicine. On this note, microsatellite instable (MSI) tumours have been characterised by increased immune infiltration, suggesting MSI as a marker for immune inhibitor checkpoint therapy. Here, we used flow cytometry to perform a comprehensive analysis of immune activity profiles in tumour tissues, adjacent non-malignant tissues and blood, from a cohort of 69 CRC patients. We found several signs of immune suppression in tumours compared to adjacent non-malignant tissues, including T cells more often expressing the immune checkpoint molecules programmed cell death protein (PD-1) and cytotoxic T lymphocyte-associated protein 4 (CTLA-4). We further analysed immune cell infiltration in molecular subgroups of CRC. MSI tumours were indeed found to be associated with increased immune infiltration, including increased fractions of PD-1+ T cells. No correlation was, however, found between MSI and the fraction of CTLA-4+ T cells. Interestingly, within the group of patients with microsatellite stable (MSS) tumours, some also presented with increased immune infiltration, including comparably high portions of PD-1+ T cells, but also CTLA-4+ T cells. Furthermore, no correlation was found between PD-1+ and CTLA-4+ T cells, suggesting that different tumours may, to some extent, be regulated by different immune checkpoints. We further evaluated the distribution of immune activity profiles in the consensus molecular subtypes of CRC. In conclusion, our findings suggest that different immune checkpoint inhibitors may be beneficial for selected CRC patients irrespective of MSI status. Improved predictive tools are required to identify these patients.
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Affiliation(s)
- Xingru Li
- Department of Medical Biosciences, Pathology, Umeå University, 90185 Umeå, Sweden; (X.L.); (A.L.); (T.G.K.); (M.L.); (A.L.-B.); (C.Z.); (R.P.)
| | - Agnes Ling
- Department of Medical Biosciences, Pathology, Umeå University, 90185 Umeå, Sweden; (X.L.); (A.L.); (T.G.K.); (M.L.); (A.L.-B.); (C.Z.); (R.P.)
| | - Therese G. Kellgren
- Department of Medical Biosciences, Pathology, Umeå University, 90185 Umeå, Sweden; (X.L.); (A.L.); (T.G.K.); (M.L.); (A.L.-B.); (C.Z.); (R.P.)
| | - Marie Lundholm
- Department of Medical Biosciences, Pathology, Umeå University, 90185 Umeå, Sweden; (X.L.); (A.L.); (T.G.K.); (M.L.); (A.L.-B.); (C.Z.); (R.P.)
| | - Anna Löfgren-Burström
- Department of Medical Biosciences, Pathology, Umeå University, 90185 Umeå, Sweden; (X.L.); (A.L.); (T.G.K.); (M.L.); (A.L.-B.); (C.Z.); (R.P.)
| | - Carl Zingmark
- Department of Medical Biosciences, Pathology, Umeå University, 90185 Umeå, Sweden; (X.L.); (A.L.); (T.G.K.); (M.L.); (A.L.-B.); (C.Z.); (R.P.)
| | - Martin Rutegård
- Department of Surgical and Perioperative Sciences, Surgery, Umeå University, 90185 Umeå, Sweden;
- Wallenberg Centre for Molecular Medicine, Umeå University, 90187 Umeå, Sweden
| | - Ingrid Ljuslinder
- Department of Radiation Sciences, Oncology, Umeå University, 90185 Umeå, Sweden;
| | - Richard Palmqvist
- Department of Medical Biosciences, Pathology, Umeå University, 90185 Umeå, Sweden; (X.L.); (A.L.); (T.G.K.); (M.L.); (A.L.-B.); (C.Z.); (R.P.)
| | - Sofia Edin
- Department of Medical Biosciences, Pathology, Umeå University, 90185 Umeå, Sweden; (X.L.); (A.L.); (T.G.K.); (M.L.); (A.L.-B.); (C.Z.); (R.P.)
- Correspondence: ; Tel.: +46-(0)907854431; Fax: +46-(0)90-121562
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Wang S, Lin Y, Xiong X, Wang L, Guo Y, Chen Y, Chen S, Wang G, Lin P, Chen H, Yeung SCJ, Bremer E, Zhang H. Low-Dose Metformin Reprograms the Tumor Immune Microenvironment in Human Esophageal Cancer: Results of a Phase II Clinical Trial. Clin Cancer Res 2020; 26:4921-4932. [PMID: 32646922 DOI: 10.1158/1078-0432.ccr-20-0113] [Citation(s) in RCA: 92] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2020] [Revised: 06/01/2020] [Accepted: 07/06/2020] [Indexed: 02/05/2023]
Abstract
PURPOSE The tumor immune microenvironment (TIME) has an important impact on response to cancer immunotherapy using immune checkpoint inhibitors. Specifically, an "infiltrated-excluded"/"cold" TIME is predictive of poor response. The antidiabetic agent metformin may influence anticancer immunity in esophageal squamous cell carcinoma (ESCC). EXPERIMENTAL DESIGN We analyzed matched pre- and posttreatment ESCC specimens in a phase II clinical trial of low-dose metformin treatment (250 mg/day) to evaluate direct anti-ESCC activity and TIME reprogramming. Follow-up correlative studies using a carcinogen-induced ESCC mouse model were performed with short-term (1 week) or long-term (12 weeks) low-dose metformin (50 mg/kg/day) treatment. RESULTS In the clinical trial, low-dose metformin did not affect proliferation or apoptosis in ESCC tumors as assayed by Ki67 and cleaved caspase-3 immunostaining. However, metformin reprogrammed the TIME toward "infiltrated-inflamed" and increased the numbers of infiltrated CD8+ cytotoxic T lymphocyte and CD20+ B lymphocyte. Further, an increase in tumor-suppressive (CD11c+) and a decrease in tumor-promoting (CD163+) macrophages were observed. Metformin augmented macrophage-mediated phagocytosis of ESCC cells in vitro. In the ESCC mouse model, short-term metformin treatment reprogrammed the TIME in a similar fashion to humans, whereas long-term treatment further shifted the TIME toward an active state (e.g., reduction in CD4+ FoxP3+ regulatory T cells) and inhibited ESCC growth. In both humans and mice, metformin triggered AMPK activation and STAT3 inactivation, and altered the production of effector cytokines (i.e., TNFα, IFNγ, and IL10) in the immune cells. CONCLUSIONS Low-dose metformin reprograms the TIME to an activated status and may be a suitable immune response modifier for further investigation in patients with ESCC.
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Affiliation(s)
- Shuhong Wang
- Department of General Surgery, The First Affiliated Hospital of Jinan University, and Institute of Precision Cancer Medicine and Pathology, Jinan University Medical College, Guangzhou, Guangdong, China
- Shantou University Medical College, Shantou, Guangdong, China
| | - Yusheng Lin
- Department of General Surgery, The First Affiliated Hospital of Jinan University, and Institute of Precision Cancer Medicine and Pathology, Jinan University Medical College, Guangzhou, Guangdong, China
- Shantou University Medical College, Shantou, Guangdong, China
- Department of Hematology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Xiao Xiong
- Department of General Surgery, The First Affiliated Hospital of Jinan University, and Institute of Precision Cancer Medicine and Pathology, Jinan University Medical College, Guangzhou, Guangdong, China
| | - Lu Wang
- Department of General Surgery, The First Affiliated Hospital of Jinan University, and Institute of Precision Cancer Medicine and Pathology, Jinan University Medical College, Guangzhou, Guangdong, China
| | - Yi Guo
- Endoscopy Center, Affiliated Cancer Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Yuping Chen
- Department of Thoracic Surgery, Affiliated Cancer Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Shaobin Chen
- Department of Thoracic Surgery, Affiliated Cancer Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Geng Wang
- Department of Thoracic Surgery, Affiliated Cancer Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Peng Lin
- Department of General Surgery, The First Affiliated Hospital of Jinan University, and Institute of Precision Cancer Medicine and Pathology, Jinan University Medical College, Guangzhou, Guangdong, China
| | - Hongcai Chen
- Department of Immunotherapy and Gastrointestinal Oncology, Affiliated Cancer Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Sai-Ching Jim Yeung
- Department of Emergency Medicine, University of Texas MD Anderson Cancer Center, Houston, Texas.
- Department of Endocrine Neoplasia and Hormonal Disorders, University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Edwin Bremer
- Department of Hematology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Hao Zhang
- Department of General Surgery, The First Affiliated Hospital of Jinan University, and Institute of Precision Cancer Medicine and Pathology, Jinan University Medical College, Guangzhou, Guangdong, China.
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Wang B, Li F, Guo L, Lu S, Ma J, Ma Y, Meng Y, Wang J, Zhou X, Fu W. Loss of survival advantage for deficient mismatch repair in patients with advanced colorectal cancer may be caused by changes in prognostic value of CD8+T cell. World J Surg Oncol 2020; 18:196. [PMID: 32767974 PMCID: PMC7414758 DOI: 10.1186/s12957-020-01970-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Accepted: 07/24/2020] [Indexed: 12/15/2022] Open
Abstract
Background Patients with stage II deficient mismatch repair (dMMR) show a better prognosis than patients with colorectal cancer (CRC) with proficient mismatch repair (pMMR). However, this beneficial effect is decreased in advanced stages of the disease. This study was conducted to investigate the prognostic value of dMMR in different stage and alterations in the tumor microenvironment. Methods This was a matched retrospective cohort study. Thirty-two patients with stage III&IV dMMR matched with 32 patients with stage I&II dMMR and 64 patients with pMMR were evaluated. Immunohistochemistry analysis was performed for the 64 patients with dMMR to explore the expression and prognostic effect of CD3, CD4, CD8, and PD-L1. Results Patients with stage III–IV dMMR showed no advantage in overall survival (OS) and disease-free survival (DFS) compared to patients with pMMR (P = 0.244, P = 0.667). No expression differences in CD3, CD4, CD8, and PD-L1 at the center of the tumor (CT) or invasive margin (IM) were found between patients with stage I&II and stage III&IV dMMR. High CD3 expression at the CT and high CD3 an CD4 expression at the IM improved both OS and DFS. High CD8 expression showed opposite prognostic value in patients with stage I&II and III&IV dMMR. A similar tendency was observed for PD-L1 expression. Conclusion Patients with stage III–IV dMMR showed no prognostic advantage over patients with pMMR. Expression of CD3, CD4, CD8, and PD-L1 was similar between stage I&II and III&IV dMMR CRC. High CD3 expression at the CT and high CD3 and CD4 expression at the IM can significantly improve patient prognosis. The opposite prognostic tendency of CD8 and PD-L1 for patients with stage I&II and III&IV dMMR may be relevant to CD8+T cell exhaustion and functional changes at inhibitory immune checkpoints.
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Affiliation(s)
- Bingyan Wang
- Department of General Surgery, Peking University Third Hospital, Beijing, China
| | - Fei Li
- Department of General Surgery, Peking University Third Hospital, Beijing, China
| | - Limei Guo
- Department of Pathology, School of Basic Medical Sciences, Third Hospital, Peking University Health Science Center, Beijing, China
| | - Siyi Lu
- Department of General Surgery, Peking University Third Hospital, Beijing, China
| | - Junren Ma
- Department of General Surgery, Peking University Third Hospital, Beijing, China
| | - Yanpeng Ma
- Department of General Surgery, Peking University Third Hospital, Beijing, China
| | - Yan Meng
- Department of General Surgery, Peking University Third Hospital, Beijing, China
| | - Junwei Wang
- Department of General Surgery, Peking University Third Hospital, Beijing, China
| | - Xin Zhou
- Department of General Surgery, Peking University Third Hospital, Beijing, China.
| | - Wei Fu
- Department of General Surgery, Peking University Third Hospital, Beijing, China.
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Peltomäki P, Olkinuora A, Nieminen TT. Updates in the field of hereditary nonpolyposis colorectal cancer. Expert Rev Gastroenterol Hepatol 2020; 14:707-720. [PMID: 32755332 DOI: 10.1080/17474124.2020.1782187] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
INTRODUCTION Up to one third of colorectal cancers show familial clustering and 5% are hereditary single-gene disorders. Hereditary non-polyposis colorectal cancer comprises DNA mismatch repair-deficient and -proficient subsets, represented by Lynch syndrome (LS) and familial colorectal cancer type X (FCCTX), respectively. Accurate knowledge of molecular etiology and genotype-phenotype correlations are critical for tailored cancer prevention and treatment. AREAS COVERED The authors highlight advances in the molecular dissection of hereditary non-polyposis colorectal cancer, based on recent literature retrieved from PubMed. Future possibilities for novel gene discoveries are discussed. EXPERT COMMENTARY LS is molecularly well established, but new information is accumulating of the associated clinical and tumor phenotypes. FCCTX remains poorly defined, but several promising candidate genes have been discovered and share some preferential biological pathways. Multi-level characterization of specimens from large patient cohorts representing multiple populations, combined with proper bioinformatic and functional analyses, will be necessary to resolve the outstanding questions.
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Affiliation(s)
- Paivi Peltomäki
- Department of Medical and Clinical Genetics, University of Helsinki , Helsinki, Finland
| | - Alisa Olkinuora
- Department of Medical and Clinical Genetics, University of Helsinki , Helsinki, Finland
| | - Taina T Nieminen
- Department of Medical and Clinical Genetics, University of Helsinki , Helsinki, Finland
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Prognostic Value of Immune Environment Analysis in Small Bowel Adenocarcinomas with Verified Mutational Landscape and Predisposing Conditions. Cancers (Basel) 2020; 12:cancers12082018. [PMID: 32718028 PMCID: PMC7463640 DOI: 10.3390/cancers12082018] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2020] [Revised: 07/20/2020] [Accepted: 07/22/2020] [Indexed: 12/12/2022] Open
Abstract
Background: Small bowel adenocarcinoma (SBA) is a rare yet insidious cancer with poor survival. The abundance of tumour-infiltrating lymphocytes is associated with improved survival, but the role of the programmed death-1/programmed death ligand-1 (PD-1/PD-L1) pathway in tumour escape is controversial. We evaluated immune cell infiltration, PD1/PD-L1 expression and their prognostic value in a series of SBAs with previously verified predisposing conditions and exome-wide somatic mutation characterization. Methods: Formalin-fixed paraffin-embedded tissue sections stained for CD3, CD8, PD-L1 and PD-1 were analysed from 94 SBAs. An immune cell score (ICS) was formed from the amount of the CD3 and CD8 positive lymphocytes from the tumour centre and invasive margin. The PD-L1 and PD-1 positive immune cells (ICs) and ICS were combined into a variable called Immunoprofile. Results: High ICS, PD-L1IC and PD-1, individually and combined as Immunoprofile, were prognostic for better patient outcome. Sixty-five (69%) SBAs expressed ≥1% positive PD-L1IC. A high tumour mutation burden was common (19%) and associated with immune markers. Immunoprofile, adjusted for TNM stage, mismatch repair status, tumour location, sex and age were independent prognostic markers for disease-specific and overall survival. Conclusions: Analysing tumoral immune contexture provides prognostic information in SBA. Combining ICS, PD-1 and PD-L1IC as Immunoprofile enhanced the prognostic performance.
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Bohaumilitzky L, von Knebel Doeberitz M, Kloor M, Ahadova A. Implications of Hereditary Origin on the Immune Phenotype of Mismatch Repair-Deficient Cancers: Systematic Literature Review. J Clin Med 2020; 9:E1741. [PMID: 32512823 PMCID: PMC7357024 DOI: 10.3390/jcm9061741] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2020] [Revised: 05/28/2020] [Accepted: 05/29/2020] [Indexed: 02/07/2023] Open
Abstract
Microsatellite instability (MSI) represents one of the major types of genomic instability in human cancers and is most common in colorectal cancer (CRC) and endometrial cancer (EC). MSI develops as a consequence of DNA mismatch repair (MMR) deficiency, which can occur sporadically or in the context of Lynch syndrome (LS), the most common inherited tumor syndrome. MMR deficiency triggers the accumulation of high numbers of somatic mutations in the affected cells, mostly indel mutations at microsatellite sequences. MSI tumors are among the most immunogenic human tumors and are often characterized by pronounced local immune responses. However, so far, little is known about immunological differences between sporadic and hereditary MSI tumors. Therefore, a systematic literature search was conducted to comprehensively collect data on the differences in local T cell infiltration and immune evasion mechanisms between sporadic and LS-associated MSI tumors. The vast majority of collected studies were focusing on CRC and EC. Generally, more pronounced T cell infiltration and a higher frequency of B2M mutations were reported for LS-associated compared to sporadic MSI tumors. In addition, phenotypic features associated with enhanced lymphocyte recruitment were reported to be specifically associated with hereditary MSI CRCs. The quantitative and qualitative differences clearly indicate a distinct biology of sporadic and hereditary MSI tumors. Clinically, these findings underline the need for differentiating sporadic and hereditary tumors in basic science studies and clinical trials, including trials evaluating immune checkpoint blockade therapy in MSI tumors.
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Affiliation(s)
- Lena Bohaumilitzky
- Department of Applied Tumor Biology, Institute of Pathology, University Hospital Heidelberg, 69120 Heidelberg, Germany; (L.B.); (M.v.K.D.); (M.K.)
- Clinical Cooperation Unit Applied Tumor Biology, DKFZ, 69120 Heidelberg, Germany
- Molecular Medicine Partnership Unit (MMPU), University Hospital Heidelberg, 69120 Heidelberg, Germany
| | - Magnus von Knebel Doeberitz
- Department of Applied Tumor Biology, Institute of Pathology, University Hospital Heidelberg, 69120 Heidelberg, Germany; (L.B.); (M.v.K.D.); (M.K.)
- Clinical Cooperation Unit Applied Tumor Biology, DKFZ, 69120 Heidelberg, Germany
- Molecular Medicine Partnership Unit (MMPU), University Hospital Heidelberg, 69120 Heidelberg, Germany
| | - Matthias Kloor
- Department of Applied Tumor Biology, Institute of Pathology, University Hospital Heidelberg, 69120 Heidelberg, Germany; (L.B.); (M.v.K.D.); (M.K.)
- Clinical Cooperation Unit Applied Tumor Biology, DKFZ, 69120 Heidelberg, Germany
- Molecular Medicine Partnership Unit (MMPU), University Hospital Heidelberg, 69120 Heidelberg, Germany
| | - Aysel Ahadova
- Department of Applied Tumor Biology, Institute of Pathology, University Hospital Heidelberg, 69120 Heidelberg, Germany; (L.B.); (M.v.K.D.); (M.K.)
- Clinical Cooperation Unit Applied Tumor Biology, DKFZ, 69120 Heidelberg, Germany
- Molecular Medicine Partnership Unit (MMPU), University Hospital Heidelberg, 69120 Heidelberg, Germany
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Chen Y, Wang G, Lin B, Huang J. MicroRNA‐93‐5p expression in tumor tissue and its tumor suppressor function via targeting programmed death ligand‐1 in colorectal cancer. Cell Biol Int 2020; 44:1224-1236. [PMID: 32068322 DOI: 10.1002/cbin.11323] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2019] [Accepted: 02/16/2020] [Indexed: 12/14/2022]
Affiliation(s)
- Yi‐Lin Chen
- Department of General SurgeryThe Second Affiliated Hospital of Fujian Medical University Quanzhou 362000 Fujian China
| | - Gao‐Xiong Wang
- Department of General SurgeryThe Second Affiliated Hospital of Fujian Medical University Quanzhou 362000 Fujian China
| | - Bei‐An Lin
- Department of General SurgeryThe Second Affiliated Hospital of Fujian Medical University Quanzhou 362000 Fujian China
| | - Jing‐Shan Huang
- Department of General SurgeryThe Second Affiliated Hospital of Fujian Medical University Quanzhou 362000 Fujian China
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Lee HJ, Shin DH, Lee YJ, Lee SJ, Hwang CS, Kim A, Park WY, Lee JH, Choi KU, Kim JY, Lee CH, Sol MY, Park SW. PD-L1 expression and infiltration by CD4 + and FoxP3 + T cells are increased in Xp11 translocation renal cell carcinoma and indicate poor prognosis. Histopathology 2020; 76:714-721. [PMID: 31841221 DOI: 10.1111/his.14047] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2019] [Revised: 11/14/2019] [Accepted: 12/16/2019] [Indexed: 12/19/2022]
Abstract
AIMS Interaction between programmed death-1 ligand (PD-L1) and its receptor programmed death 1 (PD-1) on T cells inactivates antitumour immune responses. PD-L1 expression has been associated with poor prognosis in renal cell carcinoma (RCC) and predicts adverse outcome. This study was designed to evaluate the impact of PD-L1 expression and the immune microenvironment on the clinical outcome in Xp11 translocation renal cell carcinoma (TRCC) and, therefore, their potential relevance as prognostic biomarkers. METHODS AND RESULTS The present retrospective analysis investigated expression of PD-L1 and immune cells CD8, CD4, CD3, forkhead box protein 3 (FoxP3) and PD-1 in TRCC compared to other types of RCC. FFPE specimens were collected between 2011 and 2017 from 311 patients who underwent nephrectomy at our institution for RCC. Specimens were immunostained for PD-L1, CD8, CD4, CD3, FoxP3 and PD-1, and an outcome analysis was conducted. PD-L1 expression rate was highest in TRCC (68%, 16 of 25), followed by mucinous tubular and spindle cell RCC and collecting duct carcinoma (33%, one of three), papillary RCC (27%, seven of 26), clear cell RCC (16%, 29 of 233), chromophobe RCC (11%, two of 18) and multilocular cystic RCC (0%, none of three). In TRCC, PD-L1 expression was associated with poor recurrence-free survival (RFS) (P = 0.041). The CD4high and FoxP3high groups showed a significantly shorter RFS (P = 0.05 and P = 0.031, respectively) compared to CD4low and FOXPlow groups. CONCLUSION PD-L1 expression was higher in TRCC than in other types of RCC. High PD-L1 tumour cell expression and tumour infiltration by CD4+ and FoxP3+ immune cells were associated with poor RFS in TRCC.
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Affiliation(s)
- Hyun J Lee
- Department of Pathology, School of Medicine, Pusan National University, Yangsan, Korea.,The Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Yangsan, Korea
| | - Dong H Shin
- Department of Pathology, School of Medicine, Pusan National University, Yangsan, Korea.,The Research Institute for Convergence of Biomedical Science and Technology, Pusan National University Yangsan Hospital, Yangsan, Korea
| | - Yeon J Lee
- Department of Pathology, School of Medicine, Pusan National University, Yangsan, Korea
| | - So J Lee
- Department of Pathology, School of Medicine, Pusan National University, Yangsan, Korea
| | - Chung S Hwang
- Department of Pathology, School of Medicine, Pusan National University, Yangsan, Korea
| | - Ahrong Kim
- Department of Pathology, School of Medicine, Pusan National University, Yangsan, Korea
| | - Won Y Park
- Department of Pathology, School of Medicine, Pusan National University, Yangsan, Korea
| | - Jung H Lee
- Department of Pathology, School of Medicine, Pusan National University, Yangsan, Korea
| | - Kyung U Choi
- Department of Pathology, School of Medicine, Pusan National University, Yangsan, Korea
| | - Jee Y Kim
- Department of Pathology, School of Medicine, Pusan National University, Yangsan, Korea
| | - Chang H Lee
- Department of Pathology, School of Medicine, Pusan National University, Yangsan, Korea
| | - Mee Y Sol
- Department of Pathology, School of Medicine, Pusan National University, Yangsan, Korea
| | - Sung W Park
- Department of Urology, School of Medicine, Pusan National University, Yangsan, Korea
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Yang S, Liu T, Cheng Y, Bai Y, Liang G. Immune cell infiltration as a biomarker for the diagnosis and prognosis of digestive system cancer. Cancer Sci 2019; 110:3639-3649. [PMID: 31605436 PMCID: PMC6890448 DOI: 10.1111/cas.14216] [Citation(s) in RCA: 65] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2019] [Revised: 09/14/2019] [Accepted: 09/19/2019] [Indexed: 12/24/2022] Open
Abstract
The digestive system cancers are aggressive cancers with the highest mortality worldwide. In this study, we undertook a systematic investigation of the tumor immune microenvironment to identify diagnostic and prognostic biomarkers. The fraction of 22 immune cell types of patients were estimated using CIBERSORT. The least absolute shrinkage and selection operator (LASSO) analysis was carried out to identify important immune predictors. By comparing immune cell compositions in 801 tumor samples and 46 normal samples, we constructed the diagnostic immune score (DIS), showing high specificity and sensitivity in the training (area under the receiver operating characteristic curve [AUC] = 0.929), validation (AUC = 0.935), and different cancer type cohorts (AUC > 0.70 for all). We also established the prognostic immune score (PIS), which was an effective prognostic factor for relapse‐free survival in training, validation, and entire cohorts (P < .05). In addition, PIS provided a higher net benefit than TNM stage. A composite nomogram was built based on PIS and patients' clinical information with well‐fitted calibration curves (c‐index = 0.84). We further used other cohorts from Gene Expression Omnibus databases and obtained similar results, confirming the reliability and validity of the DIS and PIS. In addition, the unsupervised clustering analysis using immune cell proportions revealed 6 immune subtypes, suggesting that the immune types defined as having relatively high levels of M0 or/and M1 macrophages were the high‐risk subtypes of relapse. In conclusion, this study comprehensively analyzed the tumor immune microenvironment and identified DIS and PIS for digestive system cancers.
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Affiliation(s)
- Sheng Yang
- School of Public Health, Key Laboratory of Environmental Medicine Engineering, Ministry of Education, Southeast University, Nanjing, China
| | - Tong Liu
- School of Public Health, Key Laboratory of Environmental Medicine Engineering, Ministry of Education, Southeast University, Nanjing, China
| | - Yanping Cheng
- School of Public Health, Key Laboratory of Environmental Medicine Engineering, Ministry of Education, Southeast University, Nanjing, China
| | - Yunfei Bai
- School of Biological Sciences and Medical Engineering, State Key Laboratory of Bioelectronics, Southeast University, Nanjing, China
| | - Geyu Liang
- School of Public Health, Key Laboratory of Environmental Medicine Engineering, Ministry of Education, Southeast University, Nanjing, China
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