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Wang Z, Ma J, Gao Q, Bain C, Imoto S, Liò P, Cai H, Chen H, Song J. Dual-stream multi-dependency graph neural network enables precise cancer survival analysis. Med Image Anal 2024; 97:103252. [PMID: 38963973 DOI: 10.1016/j.media.2024.103252] [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: 08/28/2023] [Revised: 05/24/2024] [Accepted: 06/21/2024] [Indexed: 07/06/2024]
Abstract
Histopathology image-based survival prediction aims to provide a precise assessment of cancer prognosis and can inform personalized treatment decision-making in order to improve patient outcomes. However, existing methods cannot automatically model the complex correlations between numerous morphologically diverse patches in each whole slide image (WSI), thereby preventing them from achieving a more profound understanding and inference of the patient status. To address this, here we propose a novel deep learning framework, termed dual-stream multi-dependency graph neural network (DM-GNN), to enable precise cancer patient survival analysis. Specifically, DM-GNN is structured with the feature updating and global analysis branches to better model each WSI as two graphs based on morphological affinity and global co-activating dependencies. As these two dependencies depict each WSI from distinct but complementary perspectives, the two designed branches of DM-GNN can jointly achieve the multi-view modeling of complex correlations between the patches. Moreover, DM-GNN is also capable of boosting the utilization of dependency information during graph construction by introducing the affinity-guided attention recalibration module as the readout function. This novel module offers increased robustness against feature perturbation, thereby ensuring more reliable and stable predictions. Extensive benchmarking experiments on five TCGA datasets demonstrate that DM-GNN outperforms other state-of-the-art methods and offers interpretable prediction insights based on the morphological depiction of high-attention patches. Overall, DM-GNN represents a powerful and auxiliary tool for personalized cancer prognosis from histopathology images and has great potential to assist clinicians in making personalized treatment decisions and improving patient outcomes.
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Affiliation(s)
- Zhikang Wang
- Xiangya Hospital, Central South University, Changsha, China; Biomedicine Discovery Institute and Department of Biochemistry and Molecular Biology, Monash University, Melbourne, Australia; Wenzhou Medical University-Monash Biomedicine Discovery Institute (BDI) Alliance in Clinical and Experimental Biomedicine, Wenzhou, China
| | - Jiani Ma
- School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, China
| | - Qian Gao
- Xiangya Hospital, Central South University, Changsha, China
| | - Chris Bain
- Faculty of Information Technology, Monash University, Melbourne, Australia
| | - Seiya Imoto
- Human Genome Center, Institute of Medical Science, The University of Tokyo, Tokyo, Japan
| | - Pietro Liò
- Department of Computer Science and Technology, The University of Cambridge, Cambridge, United Kingdom
| | - Hongmin Cai
- School of Computer Science and Engineering, South China University of Technology, Guangzhou, China
| | - Hao Chen
- Department of Computer Science and Engineering and Department of Chemical and Biological Engineering, The Hong Kong University of Science and Technology, Hong Kong, China
| | - Jiangning Song
- Biomedicine Discovery Institute and Department of Biochemistry and Molecular Biology, Monash University, Melbourne, Australia; Wenzhou Medical University-Monash Biomedicine Discovery Institute (BDI) Alliance in Clinical and Experimental Biomedicine, Wenzhou, China.
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Zhao D, Cai F, Liu X, Li T, Zhao E, Wang X, Zheng Z. CEACAM6 expression and function in tumor biology: a comprehensive review. Discov Oncol 2024; 15:186. [PMID: 38796667 PMCID: PMC11127906 DOI: 10.1007/s12672-024-01053-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Accepted: 05/22/2024] [Indexed: 05/28/2024] Open
Abstract
Carcinoembryonic antigen-related cell adhesion molecule 6 (CEACAM6) is an immunoglobulin superfamily protein primarily expressed on epithelial surfaces and myeloid cells. It plays a significant role in cancer progression by inhibiting apoptosis, promoting drug resistance, and facilitating cancer cell invasion and metastasis. Overexpression of CEACAM6 has been observed in various cancers, including lung, breast, colorectal, and hepatocellular cancers, and is associated with poorer overall survival and disease-free survival. Its differential expression on tumor cell surfaces makes it a promising cancer marker. This review aims to provide a comprehensive summary of CEACAM6's role in different cancer types, its involvement in signaling pathways, and recent advancements in CEACAM6-targeted treatments.
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Affiliation(s)
- Dong Zhao
- Department of Oncology, General Hospital of Northern Theater Command, Shenyang, China
| | - Fei Cai
- Department of Oncology, General Hospital of Northern Theater Command, Shenyang, China
- China Medical University, Shenyang, China
| | - Xuefei Liu
- Department of Oncology, General Hospital of Northern Theater Command, Shenyang, China
| | - Tingting Li
- Department of Oncology, General Hospital of Northern Theater Command, Shenyang, China
| | - Ershu Zhao
- Department of Oncology, General Hospital of Northern Theater Command, Shenyang, China
| | - Xinlong Wang
- Department of Oncology, General Hospital of Northern Theater Command, Shenyang, China
| | - Zhendong Zheng
- Department of Oncology, General Hospital of Northern Theater Command, Shenyang, China.
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Pereira MVA, Galvani RG, Gonçalves-Silva T, de Vasconcelo ZFM, Bonomo A. Tissue adaptation of CD4 T lymphocytes in homeostasis and cancer. Front Immunol 2024; 15:1379376. [PMID: 38690280 PMCID: PMC11058666 DOI: 10.3389/fimmu.2024.1379376] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Accepted: 04/01/2024] [Indexed: 05/02/2024] Open
Abstract
The immune system is traditionally classified as a defense system that can discriminate between self and non-self or dangerous and non-dangerous situations, unleashing a tolerogenic reaction or immune response. These activities are mainly coordinated by the interaction between innate and adaptive cells that act together to eliminate harmful stimuli and keep tissue healthy. However, healthy tissue is not always the end point of an immune response. Much evidence has been accumulated over the years, showing that the immune system has complex, diversified, and integrated functions that converge to maintaining tissue homeostasis, even in the absence of aggression, interacting with the tissue cells and allowing the functional maintenance of that tissue. One of the main cells known for their function in helping the immune response through the production of cytokines is CD4+ T lymphocytes. The cytokines produced by the different subtypes act not only on immune cells but also on tissue cells. Considering that tissues have specific mediators in their architecture, it is plausible that the presence and frequency of CD4+ T lymphocytes of specific subtypes (Th1, Th2, Th17, and others) maintain tissue homeostasis. In situations where homeostasis is disrupted, such as infections, allergies, inflammatory processes, and cancer, local CD4+ T lymphocytes respond to this disruption and, as in the healthy tissue, towards the equilibrium of tissue dynamics. CD4+ T lymphocytes can be manipulated by tumor cells to promote tumor development and metastasis, making them a prognostic factor in various types of cancer. Therefore, understanding the function of tissue-specific CD4+ T lymphocytes is essential in developing new strategies for treating tissue-specific diseases, as occurs in cancer. In this context, this article reviews the evidence for this hypothesis regarding the phenotypes and functions of CD4+ T lymphocytes and compares their contribution to maintaining tissue homeostasis in different organs in a steady state and during tumor progression.
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Affiliation(s)
- Marina V. A. Pereira
- Laboratory on Thymus Research, Oswaldo Cruz Institute, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil
- Laboratory of High Complexity, Fernandes Figueira National Institute for The Health of Mother, Child, and Adolescent, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil
| | - Rômulo G. Galvani
- Laboratory on Thymus Research, Oswaldo Cruz Institute, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil
| | - Triciana Gonçalves-Silva
- National Center for Structural Biology and Bioimaging - CENABIO, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Zilton Farias Meira de Vasconcelo
- Laboratory of High Complexity, Fernandes Figueira National Institute for The Health of Mother, Child, and Adolescent, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil
| | - Adriana Bonomo
- Laboratory on Thymus Research, Oswaldo Cruz Institute, Oswaldo Cruz Foundation, Rio de Janeiro, Brazil
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Xiao Y, Wen X, Ying Y, Zhang X, Li L, Wang Z, Su M, Miao S. Correlation between spleen density and prognostic outcomes in patients with colorectal cancer after curative resection. BMC Cancer 2024; 24:425. [PMID: 38582845 PMCID: PMC10999091 DOI: 10.1186/s12885-024-12208-7] [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: 02/22/2024] [Accepted: 03/31/2024] [Indexed: 04/08/2024] Open
Abstract
OBJECTIVE The objective of this study was to investigate the correlation between spleen density and the prognostic outcomes of patients who underwent curative resection for colorectal cancer (CRC). METHODS The clinical data of patients who were diagnosed with CRC and underwent radical resection were retrospectively analyzed. Spleen density was determined using computed tomography. Analysis of spleen density in relation to overall survival (OS) and disease-free survival (DFS) utilizing the Kaplan-Meier method. Univariate and multivariate Cox regression models were used to screen for independent prognostic factors, and a nomogram was constructed to predict OS and DFS. Moreover, internally validated using a bootstrap resamplling method. RESULTS Two hundred twelve patients were included, of whom 23 (10.85%) were defined as having a diffuse reduction of spleen density (DROSD) based on diagnostic cutoff values (spleen density≦37.00HU). Kaplan-Meier analysis indicated that patients with DROSD had worse OS and DFS than those non-DROSD (P < 0.05). Multivariate Cox regression analysis revealed that DROSD, carbohydrate antigen 199 (CA199) > 37 U/mL, tumor node metastasis (TNM) stage III-IV, laparoscopy-assisted operation and American Society of Anesthesiology (ASA) score were independent risk factors for 3-year DFS. DROSD, CA199 > 37 U/mL, TNM stage III-IV, hypoalbuminemia, laparoscopy-assisted operation and ASA score were chosen as predictors of for 3-year OS. Nomograms showed satisfactory accuracy in predicting OS and DFS using calibration curves, decision curve analysis and bootstrap resamplling method. CONCLUSION Patients with DROSD who underwent curative resection have worse 3-year DFS and OS. The nomogram demonstrated good performance, particularly in predicting 3-year DFS with a net clinical benefit superior to well-established risk calculator.
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Affiliation(s)
- Yunzhou Xiao
- Department of Radiology, PingYang People's Hospital, Wenzhou Medical University, Wenzhou, 325400, China
| | - Xiaoting Wen
- Department of Obstetrics, PingYang People's Hospital, Wenzhou Medical University, Wenzhou, 325400, China
| | - Yingying Ying
- Department of Radiology, PingYang People's Hospital, Wenzhou Medical University, Wenzhou, 325400, China
| | - Xiaoyan Zhang
- Department of Radiology, PingYang People's Hospital, Wenzhou Medical University, Wenzhou, 325400, China
| | - Luyao Li
- Department of Radiology, PingYang People's Hospital, Wenzhou Medical University, Wenzhou, 325400, China
| | - Zhongchu Wang
- Department of Radiology, PingYang People's Hospital, Wenzhou Medical University, Wenzhou, 325400, China
| | - Miaoguang Su
- Department of Radiology, PingYang People's Hospital, Wenzhou Medical University, Wenzhou, 325400, China.
| | - Shouliang Miao
- Department of Radiology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, 325000, China.
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Mi J, Luo J, Zeng H, Zhang H, Jamil M, Abdel-Maksoud MA, Zakri AM, Alfuraydi AA, Zhang N, Xiao M. Elucidating cuproptosis-related gene SLC31A1 diagnostic and prognostic values in cancer. Am J Transl Res 2023; 15:6026-6041. [PMID: 37969191 PMCID: PMC10641336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Accepted: 09/28/2023] [Indexed: 11/17/2023]
Abstract
OBJECTIVES Cancer remains a global health challenge, necessitating the identification of novel biomarkers and therapeutic targets. Cuproptosis, a recently recognized form of cell death linked to copper metabolism, presents a promising avenue for anticancer strategies. We investigated the clinical significance of SLC31A1, a key regulator of cuproptosis, in multiple cancer types, aiming to elucidate its potential as a diagnostic biomarker, prognostic, indicator and therapeutic target. METHODS We conducted a pan-cancer analysis through TIMER2.0, evaluating SLC31A1 expression across multiple cancer types. Survival analysis was performed using KM plotter. Expression validation was carried out using UALCAN and Human Protein Atlas (HPA) databases. Methylation analysis was conducted with the help of ULACAN and OncoDB. Mutational analysis was performed using cBioPortal database. Immune infiltration analysis via the TIMER2.0 and gene enrichment analysis via the Metascape were performed to gain insights into the potential mechanisms underlying SLC31A1's role in cancer. Finally, Reverse transcription-quantitative polymerase chain reaction (RT-qPCR) was employed to confirm SLC31A1 expression in clinical samples. RESULTS Out of analyzed cancer, SLC31A1 exhibited significant up-regulation and correlation with worse overall survival (OS) across Breast Cancer (BRCA), Cervical Squamous Cell Carcinoma (CESC), Head and Neck Squamous Cell Carcinoma (HNSC), and Esophageal Carcinoma (ESCA). Mutational and promoter methylation analyses further revealed that hypomethylation is the major cause of SLC31A1 overexpression among BRCA, CESC, HNSC, and ESCA. Immune infiltration analysis showed significant associations between SLC31A1 expression and the presence of CD8+ T cells, CD4+ T cells, and macrophages in the tumor microenvironment. Gene enrichment analysis provided valuable insights into potential molecular pathways in context to BRCA, CESC, HNSC, and ESCA. Furthermore, when SLC31A1 was analyzed using clinical samples through RT-qPCR, this gene showed promising diagnostic potential, reflected by high Area Under the Curve (AUC) values. CONCLUSION Our pan-cancer study highlights the up-regulation of SLC31A1 and its correlation with worse OS in BRCA, CESC, HNSC, and ESCA. In sum, outcomes of this study showed that SLC31A1 could be a potential biomarker and novel therapeutic target of BRCA, CESC, HNSC, and ESCA.
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Affiliation(s)
- Jiaoping Mi
- Department of Otorhinolaryngology Head and Neck Surgery, The First Affiliated Hospital, Sun Yat-sen UniversityGuangzhou 510080, Guangdong, PR China
- Department of Otolaryngology Head and Neck Surgery, The Fifth Affiliated Hospital of Sun Yat-sen UniversityZhuhai 519000, Guangdong, PR China
| | - Juncong Luo
- Department of Oncology, The Fifth Affiliated Hospital of Sun Yat-sen UniversityZhuhai 519000, Guangdong, PR China
| | - Huanwen Zeng
- Department of Oncology, The Fifth Affiliated Hospital of Sun Yat-sen UniversityZhuhai 519000, Guangdong, PR China
| | - Hongyu Zhang
- Department of Oncology, The Fifth Affiliated Hospital of Sun Yat-sen UniversityZhuhai 519000, Guangdong, PR China
| | - Muhammad Jamil
- PARC Arid Zone Research CenterDera Ismail Khan 29050, Pakistan
| | - Mostafa A Abdel-Maksoud
- Department of Botany and Microbiology, College of Science, King Saud UniversityP.O. Box 2455, Riyadh 11451, Saudi Arabia
| | - Adel M Zakri
- Department of Plant Production, College of Food and Agricultural Sciences, King Saud UniversityP.O. Box 2455, Riyadh 11451, Saudi Arabia
| | - Akram A Alfuraydi
- Department of Botany and Microbiology, College of Science, King Saud UniversityP.O. Box 2455, Riyadh 11451, Saudi Arabia
| | - Ning Zhang
- Internal Medicine Oncology, Minhang Brunch Fudan University Shanghai Cancer CenterShanghai 200240, PR China
| | - Mei Xiao
- Department of Oncology, The Fifth Affiliated Hospital of Sun Yat-sen UniversityZhuhai 519000, Guangdong, PR China
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Li Q, Dong X, Jin G, Dong Y, Yu Y, Jin C, Huang X. Identification of Serpin peptidase inhibitor clade A member 1 (SERPINA1) might be a poor prognosis biomarker promoting the progression of papillary thyroid cancer. Life Sci 2023; 329:121938. [PMID: 37487942 DOI: 10.1016/j.lfs.2023.121938] [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: 06/07/2023] [Revised: 07/03/2023] [Accepted: 07/11/2023] [Indexed: 07/26/2023]
Abstract
BACKGROUND Papillary thyroid carcinoma (PTC) is the most prevalent malignancy within the endocrine system, exhibiting a rapid growth rate in recent years. Serpin peptidase inhibitor clade A member 1 (SERPINA1) has been previously proposed as a diagnostic biomarker; however, it's potential molecular relevance and biological function in PTC remains largely unexplored. METHODS Our study utilized multi-omics bioinformatic data from several public databases, supplemented with transcriptional profiles using our local cohort comprising 79 paired PTC samples. RESULTS Using multi-omics profiling of a PTC cohort, we have identified SERPINA1 as a potential oncogene involved in PTC progression. Our clinical analysis revealed a significant association between SERPINA1 expression and mutations in BRAFV600E and RAS. Furthermore, SERPINA1 level was correlated with clinicopathological factors in patients with PTC and with a worse prognosis in early-stage patients. Functionally, we found a strong correlation between SERPINA1 expression and increased infiltration of dendritic cells and regulatory T-cells, suggesting an elevated level of immune infiltration. Moreover, SERPINA1 knockdown reduced the proliferative and migrational ability of PTC cells in vitro. CONCLUSION Our study highlights the high expression of SERPINA1 in PTC and its potential role in shaping the immune microenvironment, thereby promoting disease progression. These findings suggest that SERPINA1 could serve as a promising therapeutic target for intervention in PTC.
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Affiliation(s)
- Quan Li
- Department of Breast Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Xubin Dong
- Department of Breast Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China.
| | - Gebing Jin
- Wenzhou Medical University, Wenzhou, Zhejiang, China.
| | - Youting Dong
- Shanghai Medical College, Fudan University, Shanghai, China.
| | - Yan Yu
- Department of Thyroid Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Cong Jin
- Department of Breast and Thyroid Surgery, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, Zhejiang, China.
| | - Xiaoli Huang
- Department of Thyroid Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China.
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Tang H, He Y, He X, Xu J, Wang Z, Guo D. Gut-associated Lymphoid Tissue/Dome-Type Carcinoma of the Colon: A Rare Case Report With Review of the Literature. Int J Surg Pathol 2023; 31:1132-1138. [PMID: 36803029 DOI: 10.1177/10668969231152582] [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] [Indexed: 02/22/2023]
Abstract
Gut-associated lymphoid tissue (GALT) carcinoma, also termed dome-type carcinoma, is an infrequent distinctive subtype of colorectal adenocarcinoma and only 18 cases have been reported in the English medical literature. These tumors have unique clinicopathological features and are considered to have a low malignant potential with favorable prognosis. Herein, we described a case of a 49-year-old male with intermittent hematochezia for 2 years. Colonoscopy revealed a sessile broad-based polyp of approximately 20 mm × 17 mm in the sigmoid colon 260 mm away from the anus, with a slightly hyperemic surface. Histologically, this lesion showed typical GALT carcinoma. The patient was followed up for one and a half year and he did not experience any discomfort, such as abdominal pain or hematochezia, and no tumor recurrence occurred. Moreover, we reviewed the literature, summarized the clinicopathological features of GALT carcinoma, and highlighted its pathological differential diagnosis to further explore this infrequent type of colorectal adenocarcinoma.
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Affiliation(s)
- Hao Tang
- Department of Pathology, Guiqian International General Hospital, Guiyang, Guizhou Province, China
| | - Yutao He
- Department of Laboratory Medicine, Guiqian International General Hospital, Guiyang, Guizhou Province, China
| | - Xin He
- Department of Pathology, Guiqian International General Hospital, Guiyang, Guizhou Province, China
| | - Juan Xu
- Department of Pathology, Guiqian International General Hospital, Guiyang, Guizhou Province, China
| | - Zhengyong Wang
- Department of Pathology, Guiqian International General Hospital, Guiyang, Guizhou Province, China
| | - Deyu Guo
- Department of Pathology, Guiqian International General Hospital, Guiyang, Guizhou Province, China
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Chen B, Zhou J, Ma Y, Sun Q, Ren J, Wang D. Evaluation of multiple biological indicators for the combined diagnosis of metastases from colorectal cancer-a retrospective study based on 1163 patients. World J Surg Oncol 2023; 21:229. [PMID: 37501060 PMCID: PMC10375667 DOI: 10.1186/s12957-023-03108-4] [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: 06/04/2023] [Accepted: 07/12/2023] [Indexed: 07/29/2023] Open
Abstract
OBJECTIVE This study aimed to investigate the efficacy of inflammatory markers (NLR, PLR) combined with tumor markers (CA50, CA199, CEA) in the diagnosis of colorectal cancer metastasis by a single-center retrospective study. METHODS A total of 1163 CRC patients who received treatments in our hospital from January 2017 to December 2021 were enrolled retrospectively. Patients were grouped according to the absence of metastasis. The separate efficacy of tumor markers, NLR and PLR, was evaluated in the diagnosis of metastasis of colorectal cancer using ROC curve analysis, and their optimal cut-off values for distant metastases from colorectal cancer were determined. The area under the ROC curve (AUC) of the tumor markers combined with NLR and PLR was calculated by binary logistic regression analysis to evaluate the diagnostic efficacy of metastasis of colorectal cancer. In addition, patients were divided into two groups of high and low levels according to the optimal cut-off values, and the effects of NLR, PLR, and tumor markers on distant metastasis of colorectal cancer were evaluated using multiple logistic regression analysis. RESULT The abnormal rate of CA50, CA199, CEA, NLR, and PLR in two subgroupsIt was statistically significant (P < 0.05). After AUC testifying, the diagnostic efficacy of NLR and PLR was equivalent to that of tumor marker (P > 0.05). In assessment of liver metastasis, peritoneal metastasis, and multiple metastasis, AUC of NLR and PLR with CRC-specific tumor markers showed higher predictive efficacy than AUC without combined NLR nor PLR. The CA50, CA199, CEA, PLR, and NLR were proved independently associated with metastasis using multiple logistic regression analysis (P < 0.05). CONCLUSION NLR and PLR are noted tumor markers of colorectal cancer, which are characterized by noninvasive, high diagnostic efficacy, easy availability, and low cost. They can be combined with traditional tumor markers to evaluate and diagnose colorectal cancer metastasis by clinicians.
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Affiliation(s)
- Bangquan Chen
- Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou, 225001, China
- General Surgery Institute of Yangzhou, Yangzhou University, Yangzhou, 225001, China
- Yangzhou Key Laboratory of Basic and Clinical Transformation of Digestive and Metabolic Diseases, Yangzhou, China
| | - Jiajie Zhou
- General Surgery Institute of Yangzhou, Yangzhou University, Yangzhou, 225001, China
- Yangzhou Key Laboratory of Basic and Clinical Transformation of Digestive and Metabolic Diseases, Yangzhou, China
- Northern Jiangsu People's Hospital, Clinical Teaching Hospital of Medical School, Nanjing University, Yangzhou, 225001, China
| | - Yue Ma
- General Surgery Institute of Yangzhou, Yangzhou University, Yangzhou, 225001, China
- Yangzhou Key Laboratory of Basic and Clinical Transformation of Digestive and Metabolic Diseases, Yangzhou, China
- Northern Jiangsu People's Hospital, Clinical Teaching Hospital of Medical School, Nanjing University, Yangzhou, 225001, China
| | - Qiannan Sun
- General Surgery Institute of Yangzhou, Yangzhou University, Yangzhou, 225001, China
- Yangzhou Key Laboratory of Basic and Clinical Transformation of Digestive and Metabolic Diseases, Yangzhou, China
- Medical Research Center of Northern Jiangsu People's Hospital, Yangzhou, China
- Department of Gastrointestinal Surgery, Northern Jiangsu People's Hospital, Yangzhou, 225001, Jiangsu Province, China
| | - Jun Ren
- General Surgery Institute of Yangzhou, Yangzhou University, Yangzhou, 225001, China
- Yangzhou Key Laboratory of Basic and Clinical Transformation of Digestive and Metabolic Diseases, Yangzhou, China
- Department of Gastrointestinal Surgery, Northern Jiangsu People's Hospital, Yangzhou, 225001, Jiangsu Province, China
| | - Daorong Wang
- General Surgery Institute of Yangzhou, Yangzhou University, Yangzhou, 225001, China.
- Yangzhou Key Laboratory of Basic and Clinical Transformation of Digestive and Metabolic Diseases, Yangzhou, China.
- Northern Jiangsu People's Hospital, Clinical Teaching Hospital of Medical School, Nanjing University, Yangzhou, 225001, China.
- Department of Gastrointestinal Surgery, Northern Jiangsu People's Hospital, Yangzhou, 225001, Jiangsu Province, China.
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Koukourakis IM, Platoni K, Tiniakos D, Kouloulias V, Zygogianni A. Immune Response and Immune Checkpoint Molecules in Patients with Rectal Cancer Undergoing Neoadjuvant Chemoradiotherapy: A Review. Curr Issues Mol Biol 2023; 45:4495-4517. [PMID: 37232754 DOI: 10.3390/cimb45050285] [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: 04/21/2023] [Revised: 05/17/2023] [Accepted: 05/18/2023] [Indexed: 05/27/2023] Open
Abstract
It is well-established that tumor antigens and molecules expressed and secreted by cancer cells trigger innate and adaptive immune responses. These two types of anti-tumor immunity lead to the infiltration of the tumor's microenvironment by immune cells with either regulatory or cytotoxic properties. Whether this response is associated with tumor eradication after radiotherapy and chemotherapy or regrowth has been a matter of extensive research through the years, mainly focusing on tumor-infiltrating lymphocytes and monocytes and their subtypes, and the expression of immune checkpoint and other immune-related molecules by both immune and cancer cells in the tumor microenvironment. A literature search has been conducted on studies dealing with the immune response in patients with rectal cancer treated with neoadjuvant radiotherapy or chemoradiotherapy, assessing its impact on locoregional control and survival and underlying the potential role of immunotherapy in the treatment of this cancer subtype. Here, we provide an overview of the interactions between local/systemic anti-tumor immunity, cancer-related immune checkpoint, and other immunological pathways and radiotherapy, and how these affect the prognosis of rectal cancer patients. Chemoradiotherapy induces critical immunological changes in the tumor microenvironment and cancer cells that can be exploited for therapeutic interventions in rectal cancer.
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Affiliation(s)
- Ioannis M Koukourakis
- Radiation Oncology Unit, 1st Department of Radiology, School of Medicine, Aretaieion University Hospital, National and Kapodistrian University of Athens (NKUOA), 11528 Athens, Greece
| | - Kalliopi Platoni
- Medical Physics Unit, 2nd Department of Radiology, School of Medicine, Attikon University Hospital, National and Kapodistrian University of Athens, 12462 Athens, Greece
| | - Dina Tiniakos
- Department of Pathology, School of Medicine, Aretaieion University Hospital, National and Kapodistrian University of Athens, 11528 Athens, Greece
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne NE2 4HH, UK
| | - Vassilis Kouloulias
- Radiotherapy Unit, 2nd Department of Radiology, School of Medicine, National and Kapodistrian University of Athens, 12462 Athens, Greece
| | - Anna Zygogianni
- Radiation Oncology Unit, 1st Department of Radiology, School of Medicine, Aretaieion University Hospital, National and Kapodistrian University of Athens (NKUOA), 11528 Athens, Greece
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10
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Kitakaze M, Uemura M, Hara T, Chijimatsu R, Motooka D, Hirai T, Konno M, Okuzaki D, Sekido Y, Hata T, Ogino T, Takahashi H, Miyoshi N, Ofusa K, Mizushima T, Eguchi H, Doki Y, Ishii H. Cancer-specific tissue-resident memory T-cells express ZNF683 in colorectal cancer. Br J Cancer 2023; 128:1828-1837. [PMID: 36869093 PMCID: PMC10147592 DOI: 10.1038/s41416-023-02202-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Revised: 01/30/2023] [Accepted: 02/06/2023] [Indexed: 03/05/2023] Open
Abstract
BACKGROUND Tissue-resident memory T (Trm) cells are associated with cytotoxicity not only in viral infection and autoimmune disease pathologies but also in many cancers. Tumour-infiltrating CD103+ Trm cells predominantly comprise CD8 T cells that express cytotoxic activation and immune checkpoint molecules called exhausted markers. This study aimed to investigate the role of Trm in colorectal cancer (CRC) and characterise the cancer-specific Trm. METHODS Immunochemical staining with anti-CD8 and anti-CD103 antibodies for resected CRC tissues was used to identify the tumour-infiltrating Trm cells. The Kaplan-Meier estimator was used to evaluate the prognostic significance. Cells immune to CRC were targeted for single-cell RNA-seq analysis to characterise cancer-specific Trm cells in CRC. RESULTS The number of CD103+/CD8+ tumour-infiltrating lymphocytes (TILs) was a favourable prognostic and predictive factor of the overall survival and recurrence-free survival in patients with CRC. Single-cell RNA-seq analysis of 17,257 CRC-infiltrating immune cells revealed a more increased zinc finger protein 683 (ZNF683) expression in cancer Trm cells than in noncancer Trm cells and in high-infiltrating Trm cells than low-infiltrating Trm in cancer, with an upregulated T-cell receptor (TCR)- and interferon-γ (IFN-γ) signalling-related gene expression in ZNF683+ Trm cells. CONCLUSIONS The number of CD103+/CD8+ TILs is a prognostic predictive factor in CRC. In addition, we identified the ZNF683 expression as one of the candidate markers of cancer-specific Trm cells. IFN-γ and TCR signalling and ZNF683 expression are involved in Trm cell activation in tumours and are promising targets for cancer immunity regulation.
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Affiliation(s)
- Masatoshi Kitakaze
- Department of Gastroenterological Surgery, Osaka University Graduate School of Medicine, Suita, Osaka, 565-0871, Japan
| | - Mamoru Uemura
- Department of Gastroenterological Surgery, Osaka University Graduate School of Medicine, Suita, Osaka, 565-0871, Japan
| | - Tomoaki Hara
- Department of Medical Data Science, Center of Medical Innovation and Translational Research, Osaka University Graduate School of Medicine, Suita, Osaka, 565-0871, Japan
| | - Ryota Chijimatsu
- Department of Medical Data Science, Center of Medical Innovation and Translational Research, Osaka University Graduate School of Medicine, Suita, Osaka, 565-0871, Japan
| | - Daisuke Motooka
- Genome Information Research Center, Research Institute for Microbial Diseases, Osaka University, Suita, Osaka, 565-0871, Japan
| | - Toshiro Hirai
- Genome Information Research Center, Research Institute for Microbial Diseases, Osaka University, Suita, Osaka, 565-0871, Japan
| | - Masamitsu Konno
- Department of Medical Data Science, Center of Medical Innovation and Translational Research, Osaka University Graduate School of Medicine, Suita, Osaka, 565-0871, Japan.,National Institute of Advanced Industrial Science and Technology, Koto-ku, Tokyo, 135-0064, Japan
| | - Daisuke Okuzaki
- Genome Information Research Center, Research Institute for Microbial Diseases, Osaka University, Suita, Osaka, 565-0871, Japan
| | - Yuki Sekido
- Department of Gastroenterological Surgery, Osaka University Graduate School of Medicine, Suita, Osaka, 565-0871, Japan
| | - Tsuyoshi Hata
- Department of Gastroenterological Surgery, Osaka University Graduate School of Medicine, Suita, Osaka, 565-0871, Japan
| | - Takayuki Ogino
- Department of Gastroenterological Surgery, Osaka University Graduate School of Medicine, Suita, Osaka, 565-0871, Japan
| | - Hidekazu Takahashi
- Department of Gastroenterological Surgery, Osaka University Graduate School of Medicine, Suita, Osaka, 565-0871, Japan
| | - Norikatsu Miyoshi
- Department of Gastroenterological Surgery, Osaka University Graduate School of Medicine, Suita, Osaka, 565-0871, Japan
| | - Ken Ofusa
- Department of Medical Data Science, Center of Medical Innovation and Translational Research, Osaka University Graduate School of Medicine, Suita, Osaka, 565-0871, Japan.,Prophoenix Division, Food and Life-Science Laboratory, Idea Consultants, Inc., Osaka-city, Osaka, 559-8519, Japan
| | - Tsunekazu Mizushima
- Department of Gastroenterological Surgery, Osaka University Graduate School of Medicine, Suita, Osaka, 565-0871, Japan
| | - Hidetoshi Eguchi
- Department of Gastroenterological Surgery, Osaka University Graduate School of Medicine, Suita, Osaka, 565-0871, Japan
| | - Yuichiro Doki
- Department of Gastroenterological Surgery, Osaka University Graduate School of Medicine, Suita, Osaka, 565-0871, Japan
| | - Hideshi Ishii
- Department of Medical Data Science, Center of Medical Innovation and Translational Research, Osaka University Graduate School of Medicine, Suita, Osaka, 565-0871, Japan.
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11
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Wang W, Zhang Y, Liu J, Jing H, Lu K, Wang L, Zhu T, Xu Y, Bu D, Cheng M, Liu J, Shen W, Yao J, Huang S. Comparison of the prognostic value of stromal tumor-infiltrating lymphocytes and CD3 + T cells between schistosomal and non-schistosomal colorectal cancer. World J Surg Oncol 2023; 21:31. [PMID: 36726115 PMCID: PMC9890788 DOI: 10.1186/s12957-023-02911-3] [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: 08/05/2022] [Accepted: 01/22/2023] [Indexed: 02/03/2023] Open
Abstract
AIM To compare the prognostic value of tumor-infiltrating lymphocytes (TILs) and CD3 + cells and CD20 + cells between schistosomal colorectal cancer (SCRC) and non-schistosomal CRC (NSCRC). BACKGROUND Although schistosomiasis has been basically eliminated, it has not been completely extinction in China, and occasional outbreaks occur in Europe recently. The role of immune cells in the immune microenvironment of SCRC and NSCRC is remaining obscure, and the inflammation-based prognostic systems of SCRC has rarely been reported. METHODS HE-stained sections of 349 colorectal cancer (CRC) tumors, which were completely resected, were evaluated for density of TILs. Meanwhile, we evaluated CD3 + T lymphocytes and CD20 + B lymphocytes by immunochemistry. The relationship of these infiltrating immune cells with clinicopathological features, including schistosomiasis, and clinical outcomes was evaluated, and the prognostic roles of TILs in SCRC and NSCRC were explored. RESULTS Except for age (P < 0.0001), there were no significant differences between NSCRC and SCRC patients in clinicopathological features (P > 0.05). Beside, the positive expression pattern of sTILs, iTILs, CD3, and CD20 between NSCRC and SCRC patients was also similar (P > 0.05). In the whole cohort, sTILs and CD3 were defined as independent prognostic factors (P = 0.031 and P = 0.003, respectively). CD3 was an independent prognostic factor both in the NSCRC and SCRC set (P = 0.026 and P = 0.045, respectively). Higher sTILs, CD3, and CD20 were correlated with less aggressive tumor characteristics in the whole cohort and in subgroups. CONCLUSION Although CD3 was an independent prognostic factor for both NSCRC and SCRC set, there were no significant differences between SCRC and NSCRC patients in sTILs, CD3, CD20, and in other clinicopathological features.
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Affiliation(s)
- Weixia Wang
- grid.8547.e0000 0001 0125 2443Department of Pathology, Qingpu Branch of Zhongshan Hospital, Fudan University, Shanghai, 200032 People’s Republic of China
| | - Yingyi Zhang
- grid.8547.e0000 0001 0125 2443Department of Pathology, Qingpu Branch of Zhongshan Hospital, Fudan University, Shanghai, 200032 People’s Republic of China
| | - Jican Liu
- grid.8547.e0000 0001 0125 2443Department of Pathology, Qingpu Branch of Zhongshan Hospital, Fudan University, Shanghai, 200032 People’s Republic of China
| | - Hongyan Jing
- grid.8547.e0000 0001 0125 2443Department of Pathology, Qingpu Branch of Zhongshan Hospital, Fudan University, Shanghai, 200032 People’s Republic of China
| | - Kui Lu
- grid.8547.e0000 0001 0125 2443Department of Pathology, Qingpu Branch of Zhongshan Hospital, Fudan University, Shanghai, 200032 People’s Republic of China
| | - Limei Wang
- grid.8547.e0000 0001 0125 2443Department of Pathology, Qingpu Branch of Zhongshan Hospital, Fudan University, Shanghai, 200032 People’s Republic of China
| | - Ting Zhu
- grid.8547.e0000 0001 0125 2443Department of Pathology, Qingpu Branch of Zhongshan Hospital, Fudan University, Shanghai, 200032 People’s Republic of China
| | - Yanchao Xu
- grid.8547.e0000 0001 0125 2443Department of Pathology, Qingpu Branch of Zhongshan Hospital, Fudan University, Shanghai, 200032 People’s Republic of China
| | - Dacheng Bu
- grid.8547.e0000 0001 0125 2443Department of Pathology, Qingpu Branch of Zhongshan Hospital, Fudan University, Shanghai, 200032 People’s Republic of China
| | - Meihong Cheng
- grid.8547.e0000 0001 0125 2443Department of Pathology, Qingpu Branch of Zhongshan Hospital, Fudan University, Shanghai, 200032 People’s Republic of China
| | - Jing Liu
- grid.8547.e0000 0001 0125 2443Department of Pathology, Qingpu Branch of Zhongshan Hospital, Fudan University, Shanghai, 200032 People’s Republic of China
| | - Weidong Shen
- grid.8547.e0000 0001 0125 2443Department of Pathology, Qingpu Branch of Zhongshan Hospital, Fudan University, Shanghai, 200032 People’s Republic of China
| | - Junxia Yao
- grid.8547.e0000 0001 0125 2443Department of Pathology, Qingpu Branch of Zhongshan Hospital, Fudan University, Shanghai, 200032 People’s Republic of China
| | - Sinian Huang
- grid.8547.e0000 0001 0125 2443Department of Pathology, Qingpu Branch of Zhongshan Hospital, Fudan University, Shanghai, 200032 People’s Republic of China
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12
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Garcia P, Hartman D, Choudry H, Pai RK. CD8 + T-cell Density Is an Independent Predictor of Survival and Response to Adjuvant Chemotherapy in Stage III Colon Cancer. Appl Immunohistochem Mol Morphol 2023; 31:69-76. [PMID: 36508180 PMCID: PMC11199076 DOI: 10.1097/pai.0000000000001094] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2022] [Accepted: 11/12/2022] [Indexed: 12/14/2022]
Abstract
We assessed CD8 + T-cell density in 351 resected stage II to III colon cancers from 2011 to 2015 and correlated the findings with disease-free survival and survival effect of adjuvant chemotherapy. Most tumors (70%) had high/intermediate CD8 + T-cell density, and this was significantly associated with mismatch repair deficiency compared with tumors with low CD8 + T-cell density (28% vs. 13%, P =0.003). Fewer tumors with high/intermediate CD8 + T-cell density had adverse histologic features compared with tumors with low CD8 + T-cell density including high tumor budding (16% vs. 27%) and venous (22% vs. 35%), lymphatic (54% vs. 65%), and perineural (23% vs. 33%) invasion (all with P <0.05). In the stage III cohort, high/intermediate CD8 + T-cell density was an independent predictor of disease-free survival on multivariate analysis (hazard ratio: 0.39, 0.21 to 0.71 95% CI, P =0.002). For stage III patients with high/intermediate CD8 + T-cell density, adjuvant chemotherapy was significantly associated with improved disease-free survival (hazard ratio: 0.28, 0.11 to 0.74 95% CI, P =0.01) whereas stage III patients with low CD8 + T-cell density did not have improved survival with adjuvant chemotherapy. In conclusion, in stage III colon cancer, CD8 + T-cell density is an independent prognostic biomarker for disease-free survival and may help to identify patients who benefit from adjuvant chemotherapy.
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Affiliation(s)
- Paulo Garcia
- Departments of Pathology, University of Pittsburgh Medical Center, Pittsburgh, PA
| | - Douglas Hartman
- Departments of Pathology, University of Pittsburgh Medical Center, Pittsburgh, PA
| | - Haroon Choudry
- Departments of Surgical Oncology, University of Pittsburgh Medical Center, Pittsburgh, PA
| | - Reetesh K. Pai
- Departments of Pathology, University of Pittsburgh Medical Center, Pittsburgh, PA
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13
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Chen X, Yi G, Zhou Y, Hu W, Xi L, Han W, Wang F. Prognostic Biomarker SLCO4A1 Is Correlated with Tumor Immune Infiltration in Colon Adenocarcinoma. Mediators Inflamm 2023; 2023:4926474. [PMID: 37124063 PMCID: PMC10137198 DOI: 10.1155/2023/4926474] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 12/19/2022] [Accepted: 03/31/2023] [Indexed: 05/02/2023] Open
Abstract
Background Solute carrier organic anion transporter family member 4A1 (SLCO4A1), a member of solute carrier organic anion family, is a key gene regulating bile metabolism, organic anion transport, and ABC transport. However, the association of SLCO4A1 with prognosis and tumor immune infiltration in colon adenocarcinoma (COAD) remains indistinct. Methods Firstly, we explored the expression level of SLCO4A1 in COAD via GEPIA, Oncomine, and UALCAN databases. Secondly, we used the Kaplan-Meier plotter and PrognoScan databases to investigate the effect of SLCO4A1 on prognosis in COAD patients. In addition, the correlation between SLCO4A1 and tumor immune infiltration was studied by using TIMER and TISIDB databases. Results Our results showed that SLCO4A1 was overexpressed in COAD tissues. At the same time, our study showed that high expression of SLCO4A1 was associated with poor overall survival, disease-free survival, and disease-specific survival in COAD patients. The expression level of SLCO4A1 was negatively linked to the infiltrating levels of B cells, CD8+ T cells, and dendritic cells in COAD. Moreover, the expression of SLCO4A1 was significantly correlated with numerous immune markers in COAD. Conclusions These results indicated that SLCO4A1 could be associated with the prognosis of COAD patients and the levels of tumor immune infiltration. Our study suggested that SLCO4A1 could be a valuable biomarker for evaluating prognosis and tumor immune infiltration in COAD patients.
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Affiliation(s)
- Xiaolong Chen
- Department of General Surgery, Xi'an No. 1 Hospital, The First Affiliated Hospital of Northwestern University, Xi'an, Shaanxi Province, China
| | - Gangfeng Yi
- Department of General Surgery, Xi'an No. 1 Hospital, The First Affiliated Hospital of Northwestern University, Xi'an, Shaanxi Province, China
| | - Yu Zhou
- Department of General Surgery, Xi'an No. 1 Hospital, The First Affiliated Hospital of Northwestern University, Xi'an, Shaanxi Province, China
| | - Weijun Hu
- Department of General Surgery, Xi'an No. 1 Hospital, The First Affiliated Hospital of Northwestern University, Xi'an, Shaanxi Province, China
| | - Lingyun Xi
- Department of General Surgery, Xi'an No. 1 Hospital, The First Affiliated Hospital of Northwestern University, Xi'an, Shaanxi Province, China
| | - Weilan Han
- Department of General Surgery, Xi'an No. 1 Hospital, The First Affiliated Hospital of Northwestern University, Xi'an, Shaanxi Province, China
| | - Fei Wang
- Department of General Surgery, Xi'an No. 1 Hospital, The First Affiliated Hospital of Northwestern University, Xi'an, Shaanxi Province, China
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14
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Di Girolamo D, Tajbakhsh S. Pathological features of tissues and cell populations during cancer cachexia. CELL REGENERATION 2022; 11:15. [PMID: 35441960 PMCID: PMC9021355 DOI: 10.1186/s13619-022-00108-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Accepted: 12/28/2021] [Indexed: 11/10/2022]
Abstract
Cancers remain among the most devastating diseases in the human population in spite of considerable advances in limiting their impact on lifespan and healthspan. The multifactorial nature of cancers, as well as the number of tissues and organs that are affected, have exposed a considerable diversity in mechanistic features that are reflected in the wide array of therapeutic strategies that have been adopted. Cachexia is manifested in a number of diseases ranging from cancers to diabetes and ageing. In the context of cancers, a majority of patients experience cachexia and succumb to death due to the indirect effects of tumorigenesis that drain the energy reserves of different organs. Considerable information is available on the pathophysiological features of cancer cachexia, however limited knowledge has been acquired on the resident stem cell populations, and their function in the context of these diseases. Here we review current knowledge on cancer cachexia and focus on how tissues and their resident stem and progenitor cell populations are individually affected.
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15
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Talaat IM, Elemam NM, Zaher S, Saber-Ayad M. Checkpoint molecules on infiltrating immune cells in colorectal tumor microenvironment. Front Med (Lausanne) 2022; 9:955599. [PMID: 36072957 PMCID: PMC9441912 DOI: 10.3389/fmed.2022.955599] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2022] [Accepted: 07/29/2022] [Indexed: 11/19/2022] Open
Abstract
Colorectal cancer (CRC) is one of the most prevalent cancer types worldwide, with a high mortality rate due to metastasis. The tumor microenvironment (TME) contains multiple interactions between the tumor and the host, thus determining CRC initiation and progression. Various immune cells exist within the TME, such as tumor-infiltrating lymphocytes (TILs), tumor-associated macrophages (TAMs), and tumor-associated neutrophils (TANs). The immunotherapy approach provides novel opportunities to treat solid tumors, especially toward immune checkpoints. Despite the advances in the immunotherapy of CRC, there are still obstacles to successful treatment. In this review, we highlighted the role of these immune cells in CRC, with a particular emphasis on immune checkpoint molecules involved in CRC pathogenesis.
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Affiliation(s)
- Iman M. Talaat
- Department of Clinical Sciences, College of Medicine, University of Sharjah, Sharjah, United Arab Emirates
- Sharjah Institute for Medical Research, University of Sharjah, Sharjah, United Arab Emirates
- Pathology Department, Faculty of Medicine, Alexandria University, Alexandria, Egypt
| | - Noha M. Elemam
- Department of Clinical Sciences, College of Medicine, University of Sharjah, Sharjah, United Arab Emirates
- Sharjah Institute for Medical Research, University of Sharjah, Sharjah, United Arab Emirates
- *Correspondence: Noha M. Elemam,
| | - Shroque Zaher
- College of Medicine, Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates
| | - Maha Saber-Ayad
- Department of Clinical Sciences, College of Medicine, University of Sharjah, Sharjah, United Arab Emirates
- Sharjah Institute for Medical Research, University of Sharjah, Sharjah, United Arab Emirates
- Department of Pharmacology, Faculty of Medicine, Cairo University, Cairo, Egypt
- Maha Saber-Ayad,
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16
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Bell PD, Pai RK. Immune Response in Colorectal Carcinoma: A Review of Its Significance as a Predictive and Prognostic Biomarker. Histopathology 2022; 81:696-714. [PMID: 35758208 DOI: 10.1111/his.14713] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Revised: 06/02/2022] [Accepted: 06/06/2022] [Indexed: 11/30/2022]
Abstract
Colorectal carcinoma is a leading cause of cancer-related death worldwide. There is significant prognostic heterogeneity in stage II and III tumours, necessitating the development of new biomarkers to better identify patients at risk of disease progression. Recently, the tumour immune environment, particularly the type and quantity of T lymphocytes, has been shown to be a useful biomarker in predicting prognosis for patients with colorectal carcinoma. In this review, the significance of the immune response in colorectal carcinoma, including its influence on prognosis and response to therapy, will be detailed.
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Affiliation(s)
- Phoenix D Bell
- Department of Pathology, University of Pittsburgh Medical Centre, Pittsburgh, PA, 15213, USA
| | - Reetesh K Pai
- Department of Pathology, University of Pittsburgh Medical Centre, Pittsburgh, PA, 15213, USA
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17
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Khaliq AM, Erdogan C, Kurt Z, Turgut SS, Grunvald MW, Rand T, Khare S, Borgia JA, Hayden DM, Pappas SG, Govekar HR, Kam AE, Reiser J, Turaga K, Radovich M, Zang Y, Qiu Y, Liu Y, Fishel ML, Turk A, Gupta V, Al-Sabti R, Subramanian J, Kuzel TM, Sadanandam A, Waldron L, Hussain A, Saleem M, El-Rayes B, Salahudeen AA, Masood A. Refining colorectal cancer classification and clinical stratification through a single-cell atlas. Genome Biol 2022; 23:113. [PMID: 35538548 PMCID: PMC9092724 DOI: 10.1186/s13059-022-02677-z] [Citation(s) in RCA: 63] [Impact Index Per Article: 31.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Accepted: 04/21/2022] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Colorectal cancer (CRC) consensus molecular subtypes (CMS) have different immunological, stromal cell, and clinicopathological characteristics. Single-cell characterization of CMS subtype tumor microenvironments is required to elucidate mechanisms of tumor and stroma cell contributions to pathogenesis which may advance subtype-specific therapeutic development. We interrogate racially diverse human CRC samples and analyze multiple independent external cohorts for a total of 487,829 single cells enabling high-resolution depiction of the cellular diversity and heterogeneity within the tumor and microenvironmental cells. RESULTS Tumor cells recapitulate individual CMS subgroups yet exhibit significant intratumoral CMS heterogeneity. Both CMS1 microsatellite instability (MSI-H) CRCs and microsatellite stable (MSS) CRC demonstrate similar pathway activations at the tumor epithelial level. However, CD8+ cytotoxic T cell phenotype infiltration in MSI-H CRCs may explain why these tumors respond to immune checkpoint inhibitors. Cellular transcriptomic profiles in CRC exist in a tumor immune stromal continuum in contrast to discrete subtypes proposed by studies utilizing bulk transcriptomics. We note a dichotomy in tumor microenvironments across CMS subgroups exists by which patients with high cancer-associated fibroblasts (CAFs) and C1Q+TAM content exhibit poor outcomes, providing a higher level of personalization and precision than would distinct subtypes. Additionally, we discover CAF subtypes known to be associated with immunotherapy resistance. CONCLUSIONS Distinct CAFs and C1Q+ TAMs are sufficient to explain CMS predictive ability and a simpler signature based on these cellular phenotypes could stratify CRC patient prognosis with greater precision. Therapeutically targeting specific CAF subtypes and C1Q + TAMs may promote immunotherapy responses in CRC patients.
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Affiliation(s)
- Ateeq M Khaliq
- Indiana University School of Medicine, Indianapolis, IN, USA
| | - Cihat Erdogan
- Isparta University of Applied Sciences, Isparta, Turkey
| | - Zeyneb Kurt
- Northumbria University, Newcastle Upon Tyne, UK
| | | | | | - Tim Rand
- Tempus Labs, Inc., Chicago, IL, USA
| | | | | | | | - Sam G Pappas
- Rush University Medical Center, Chicago, IL, USA
| | | | - Audrey E Kam
- Rush University Medical Center, Chicago, IL, USA
| | | | | | - Milan Radovich
- Indiana University School of Medicine, Indianapolis, IN, USA
| | - Yong Zang
- Indiana University School of Medicine, Indianapolis, IN, USA
| | - Yingjie Qiu
- Indiana University School of Medicine, Indianapolis, IN, USA
| | - Yunlong Liu
- Indiana University School of Medicine, Indianapolis, IN, USA
| | | | - Anita Turk
- Indiana University School of Medicine, Indianapolis, IN, USA
| | - Vineet Gupta
- Rush University Medical Center, Chicago, IL, USA
| | - Ram Al-Sabti
- Rush University Medical Center, Chicago, IL, USA
| | | | | | | | - Levi Waldron
- CUNY Graduate School of Public Health and Health Policy, New York, NY, USA
| | - Arif Hussain
- University of Maryland Marlene and Stewart Greenebaum Comprehensive Cancer Center, Baltimore, MD, USA
| | | | - Bassel El-Rayes
- University of Alabama, O'Neil Comprehensive Cancer Institute, Birmingham, AL, USA
| | | | - Ashiq Masood
- Indiana University School of Medicine, Indianapolis, IN, USA.
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18
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Dong X, Akuetteh PDP, Song J, Ni C, Jin C, Li H, Jiang W, Si Y, Zhang X, Zhang Q, Huang G. Major Vault Protein (MVP) Associated With BRAF V600E Mutation Is an Immune Microenvironment-Related Biomarker Promoting the Progression of Papillary Thyroid Cancer via MAPK/ERK and PI3K/AKT Pathways. Front Cell Dev Biol 2022; 9:688370. [PMID: 35433709 PMCID: PMC9009514 DOI: 10.3389/fcell.2021.688370] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2021] [Accepted: 12/23/2021] [Indexed: 12/15/2022] Open
Abstract
Papillary thyroid cancer (PTC) is the most common malignancy of the endocrine system, with an increase in incidence frequency. Major vault protein (MVP) is the main structural protein of the vault complex that has already been investigated in specific cancers. Yet the underlying biological functions and molecular mechanisms of MVP in PTC still remain considerably uncharacterized. Comprehensive analyses are predicated on several public datasets and local RNA-Seq cohort. Clinically, we found that MVP was upregulated in human PTC than in non-cancerous thyroid tissue and was correlated with vital clinicopathological parameters in PTC patients. MVP expression was associated with BRAF V600E, RAS, TERT, and RET status, and it was correlated with worse progression-free survival in PTC patients. Functionally, enrichment analysis provided new clues for the close relationship between MVP with cancer-related signaling pathways and the immune microenvironment in PTC. In PTC with high MVP expression, we found CD8+ T cells, regulatory T cells, and follicular helper T cells have a higher infiltration level. Intriguingly, MVP expression was positively correlated with multiple distinct phases of the anti-cancer immunity cycle. MVP knockdown significantly suppressed cell viability and colony formation, and promoted apoptosis. In addition, downregulated MVP markedly inhibited the migration and invasion potential of PTC cells. The rescue experiments showed that MVP could reverse the level of cell survival and migration. Mechanistically, MVP exerts its oncogenic function in PTC cells through activating PI3K/AKT/mTOR and MAPK/ERK pathways. These results point out that MVP is a reliable biomarker related to the immune microenvironment and provide a basis for elucidating the oncogenic roles of MVP in PTC progression.
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Affiliation(s)
- Xubin Dong
- Department of Breast Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
- Department of Thyroid Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Percy David Papa Akuetteh
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Jingjing Song
- Department of Pediatric Allergy and Immunology, The Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Wenzhou, China
| | - Chao Ni
- Children’s Heart Center, Institute of Cardiovascular Development and Translational Medicine, the Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Wenzhou, China
| | - Cong Jin
- Department of Breast Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
- Department of Thyroid Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Huihui Li
- Department of Breast Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Wenjie Jiang
- Department of Breast Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Yuhao Si
- Department of Breast Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Xiaohua Zhang
- Department of Breast Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
- Department of Thyroid Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Qiyu Zhang
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Guanli Huang
- Department of Thyroid Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
- Department of Thyroid Surgery, The Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People’s Hospital, Quzhou, China
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19
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Du J, Qiao H, Xie D. A prognostic model based on 10 gene signatures associated with intestinal microbiota predicts survival prognosis of esophageal squamous cell adenocarcinoma. ALL LIFE 2022. [DOI: 10.1080/26895293.2022.2046653] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Affiliation(s)
- Jiang Du
- Department of Thoracic Surgery, Chinese Medical University Affiliated No. 1 Hospital, Shenyang, People’s Republic of China
| | - Han Qiao
- Clinical Medicine, Chinese Medical University, Shenyang, People’s Republic of China
| | - Dalong Xie
- Department of Anatomy, College of Basic Medicine, China Medical University, Shenyang, People’s Republic of China
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20
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Angerilli V, Sabella G, Centonze G, Lonardi S, Bergamo F, Mangogna A, Pietrantonio F, Fassan M, Milione M. BRAF-mutated colorectal adenocarcinomas: pathological heterogeneity and clinical implications. Crit Rev Oncol Hematol 2022; 172:103647. [PMID: 35248712 DOI: 10.1016/j.critrevonc.2022.103647] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Revised: 02/24/2022] [Accepted: 02/28/2022] [Indexed: 02/07/2023] Open
Abstract
Advances in molecular biology have markedly increased our understanding of the heterogeneous molecular landscape of colorectal cancer (CRC). Up to 15% of CRCs harbor the BRAF p.V600E somatic mutation (BRAFmt), a well-established negative prognostic marker in patients with metastatic CRC (mCRC). The BEACON CRC trial set a new standard of care in patients with progressive BRAFmt cancers, consisting of the combination of encorafenib and cetuximab. On these bases, BRAF mutational testing is now recommended in patients with mCRC. However, efforts are needed to further stratify patients carrying this mutation. Here, we discuss the heterogeneous pathologic and molecular landscape of BRAFmt CRCs, focusing on the promises and pitfalls of molecular diagnostics, on novel biomarkers to improve patients' stratification and on the current diagnostic scenario for CRC. We believe that a better stratification based on histopathological features and novel molecular biomarkers should be performed to optimize patient management and therapeutic decision-making.
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Affiliation(s)
| | - Giovanna Sabella
- Pathology Unit 1, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Giovanni Centonze
- Pathology Unit 1, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy
| | - Sara Lonardi
- Oncology Unit 1, Department of Oncology, Veneto Institute of Oncology, IOV-IRCCS, Padua
| | - Francesca Bergamo
- Oncology Unit 1, Department of Oncology, Veneto Institute of Oncology, IOV-IRCCS, Padua
| | - Alessandro Mangogna
- Institute for Maternal and Child Health, IRCCS Burlo Garofalo, 34137 Trieste, Italy
| | | | - Matteo Fassan
- Department of Medicine, Surgical Pathology Unit, University of Padua; Veneto Institute of Oncology, IOV-IRCCS, Padua
| | - Massimo Milione
- Pathology Unit 1, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy.
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21
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Wang H, Yin J, Hong Y, Ren A, Wang H, Li M, Zhao Q, Jiang C, Liu L. SCG2 is a Prognostic Biomarker Associated With Immune Infiltration and Macrophage Polarization in Colorectal Cancer. Front Cell Dev Biol 2022; 9:795133. [PMID: 35047505 PMCID: PMC8763391 DOI: 10.3389/fcell.2021.795133] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Accepted: 12/01/2021] [Indexed: 12/24/2022] Open
Abstract
Colorectal cancer (CRC) is the second most lethal malignancy around the world. Limited efficacy of immunotherapy creates an urgent need for development of novel treatment targets. Secretogranin II (SCG2) is a member of the chromogranin family of acidic secretory proteins, has a role in tumor microenvironment (TME) of lung adenocarcinoma and bladder cancer. Besides, SCG2 is a stroma-related gene in CRC, its potential function in regulating tumor immune infiltration of CRC needs to be fully elucidated. In this study, we used western blot, real-time PCR, immunofluorescence and public databases to evaluate SCG2 expression levels and distribution. Survival analysis and functional enrichment analysis were performed. We examined TME and tumor infiltrating immune cells using ESTIMATE and CIBERSORT algorithm. The results showed that SCG2 expression was significantly decreased in CRC tumor tissues, and differentially distributed between tumor and adjacent normal tissues. SCG2 was an independent prognostic predictor in CRC. High expression of SCG2 correlated with poor survival and advanced clinical stage in CRC patients. SCG2 might regulate multiple tumor- and immune-related pathways in CRC, influence tumor immunity by regulating infiltration of immune cells and macrophage polarization in CRC.
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Affiliation(s)
- Hao Wang
- Department of Oncology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China.,Hubei Clinical Center and Key Lab of Intestinal and Colorectal Diseases, Wuhan, China
| | - Jinwen Yin
- Hubei Clinical Center and Key Lab of Intestinal and Colorectal Diseases, Wuhan, China.,Department of Gastroenterology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Yuntian Hong
- Hubei Clinical Center and Key Lab of Intestinal and Colorectal Diseases, Wuhan, China.,Department of Colorectal and Anal Surgery, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Anli Ren
- Hubei Clinical Center and Key Lab of Intestinal and Colorectal Diseases, Wuhan, China.,Department of Gastroenterology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Haizhou Wang
- Hubei Clinical Center and Key Lab of Intestinal and Colorectal Diseases, Wuhan, China.,Department of Gastroenterology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Mengting Li
- Hubei Clinical Center and Key Lab of Intestinal and Colorectal Diseases, Wuhan, China.,Department of Gastroenterology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Qiu Zhao
- Hubei Clinical Center and Key Lab of Intestinal and Colorectal Diseases, Wuhan, China.,Department of Gastroenterology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Congqing Jiang
- Hubei Clinical Center and Key Lab of Intestinal and Colorectal Diseases, Wuhan, China.,Department of Colorectal and Anal Surgery, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Lan Liu
- Hubei Clinical Center and Key Lab of Intestinal and Colorectal Diseases, Wuhan, China.,Department of Gastroenterology, Zhongnan Hospital of Wuhan University, Wuhan, China
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22
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Wang D, Zhang H, Xiang T, Wang G. Clinical Application of Adaptive Immune Therapy in MSS Colorectal Cancer Patients. Front Immunol 2021; 12:762341. [PMID: 34721435 PMCID: PMC8548603 DOI: 10.3389/fimmu.2021.762341] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2021] [Accepted: 09/17/2021] [Indexed: 12/22/2022] Open
Abstract
Colorectal cancer (CRC) is one of the most common cancers worldwide. However, the treatment outcomes of immunotherapy in microsatellite-stable (MSS) CRC remain unsatisfactory. As the majority of CRC cases display a molecular MSS/mismatch repair-proficient (pMMR) profile, it is particularly meaningful to explore the clinical applications of adaptive immune therapy in MSS CRC patients. In this review, we summarized the therapeutic approaches of adoptive immune therapies, including cytokines, therapeutic cancer vaccines, adoptive T-cell therapy, and immune checkpoint inhibitors, in the treatment of MSS CRCs.
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Affiliation(s)
- Danyang Wang
- Department of Colorectal Surgery, First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Hangyu Zhang
- Department of Medical Oncology, First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Tao Xiang
- Department of Colorectal Surgery, First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Gang Wang
- Department of Anorectal Surgery, Haiyan People’s Hospital, Jiaxing, China
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23
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Qi J, Liu X, Yan P, He S, Lin Y, Huang Z, Zhang S, Xie S, Li Y, Lu X, Wu Y, Zhou Y, Yuan J, Cai T, Zheng X, Ding Y, Yang W. Analysis of Immune Landscape Reveals Prognostic Significance of Cytotoxic CD4 + T Cells in the Central Region of pMMR CRC. Front Oncol 2021; 11:724232. [PMID: 34631551 PMCID: PMC8493090 DOI: 10.3389/fonc.2021.724232] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Accepted: 09/06/2021] [Indexed: 12/22/2022] Open
Abstract
Background Mismatch repair proficient colorectal cancer (pMMR CRC) lacks effective treatments and has a poor prognosis, which can be attributed to the complexity of tumor microenvironment. The coordinated function of immune cells is vital to anti-tumor immunity. However, the spatial characteristics of immune cells in the pMMR CRC immune microenvironment and their relationship with clinical prognosis are not fully understood. Meanwhile, the immune modulatory effect of neoadjuvant chemotherapy (NCT), which is the first-line treatment of pMMR CRC, needs further investigation. Therefore, this study aims to explore the spatial dynamics of immune cells and its prognostic value in pMMR CRC. Methods We analyzed the various immune cells in formalin-fixed, paraffin-embedded tumor tissues which were collected from 77 patients with stage II/III of pMMR CRC, including 39 non-NCT treated and 38 NCT treated patients. We used the optimized multiplex immunohistochemistry (mIHC) to identify and quantify the density, type and location of immune cells in pMMR CRC. Multivariate survival analysis was performed to assess the relationship of immune profiles and clinical prognosis of pMMR CRC patients. Results The densities of most T cell subsets, B cells and macrophages were higher in the central region of the pMMR CRC than in the invasion margin. Tumor infiltrating lymphocytes (TILs), especially the infiltration of CD4+ GzmB+ T cells in the central region of the tumor was identified to be positively correlated with the prognosis of the patients. Multivariate analysis confirmed that CD4+ GzmB+ T cells population was an independent predictor of disease-free survival (DFS) in non-NCT group. Meanwhile, NCT enhanced the infiltration of CD4+ GzmB+ T cells in the central region of the pMMR CRC, which was also identified as an independent protective factor of overall survival (OS) and DFS in NCT group. Conclusion We demonstrated that the level of CD4+ GzmB+ T cells located in the center of tumor could provide great prognostic value for pMMR CRC patients. And the application of neoadjuvant chemotherapy further improves the infiltration of CD4+ GzmB+ T cells in the central compartment. Further studies into the application of CD4+ GzmB+ T cells in tumor immunotherapy are needed.
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Affiliation(s)
- Jingwen Qi
- Department of Pathology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China.,Department of Pathology, Nanfang Hospital, Southern Medical University, Guangzhou, China.,Guangdong Provincial Key Laboratory of Molecular Oncologic Pathology, Southern Medical University, Guangzhou, China
| | - Xiaoyan Liu
- Department of Pathology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China.,Department of Pathology, Nanfang Hospital, Southern Medical University, Guangzhou, China.,Guangdong Provincial Key Laboratory of Molecular Oncologic Pathology, Southern Medical University, Guangzhou, China
| | - Peian Yan
- Department of Pathology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China.,Department of Pathology, Nanfang Hospital, Southern Medical University, Guangzhou, China.,Guangdong Provincial Key Laboratory of Molecular Oncologic Pathology, Southern Medical University, Guangzhou, China
| | - Shangwen He
- The First School of Clinical Medicine, Southern Medical University, Guangzhou, China
| | - Yuhao Lin
- The First School of Clinical Medicine, Southern Medical University, Guangzhou, China
| | - Zhiwei Huang
- The First School of Clinical Medicine, Southern Medical University, Guangzhou, China
| | - Shenyan Zhang
- Department of Pathology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China.,Department of Pathology, Nanfang Hospital, Southern Medical University, Guangzhou, China.,Guangdong Provincial Key Laboratory of Molecular Oncologic Pathology, Southern Medical University, Guangzhou, China
| | - Siyu Xie
- Department of Pathology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China.,Department of Pathology, Nanfang Hospital, Southern Medical University, Guangzhou, China.,Guangdong Provincial Key Laboratory of Molecular Oncologic Pathology, Southern Medical University, Guangzhou, China
| | - Yanfeng Li
- Department of Pathology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China.,Department of Pathology, Nanfang Hospital, Southern Medical University, Guangzhou, China.,Guangdong Provincial Key Laboratory of Molecular Oncologic Pathology, Southern Medical University, Guangzhou, China
| | - Xiaofei Lu
- Department of Pathology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China.,Department of Pathology, Nanfang Hospital, Southern Medical University, Guangzhou, China.,Guangdong Provincial Key Laboratory of Molecular Oncologic Pathology, Southern Medical University, Guangzhou, China
| | - Yingjun Wu
- Department of Pathology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China.,Department of Pathology, Nanfang Hospital, Southern Medical University, Guangzhou, China.,Guangdong Provincial Key Laboratory of Molecular Oncologic Pathology, Southern Medical University, Guangzhou, China
| | - Yangshu Zhou
- Department of Pathology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China.,Department of Pathology, Nanfang Hospital, Southern Medical University, Guangzhou, China.,Guangdong Provincial Key Laboratory of Molecular Oncologic Pathology, Southern Medical University, Guangzhou, China
| | - Juanjuan Yuan
- Research Department of Medical Sciences, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Ting Cai
- Research Department of Medical Sciences, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Xiaojun Zheng
- Research Department of Medical Sciences, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Yanqing Ding
- Department of Pathology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China.,Department of Pathology, Nanfang Hospital, Southern Medical University, Guangzhou, China.,Guangdong Provincial Key Laboratory of Molecular Oncologic Pathology, Southern Medical University, Guangzhou, China
| | - Wei Yang
- Department of Pathology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China.,Department of Pathology, Nanfang Hospital, Southern Medical University, Guangzhou, China.,Guangdong Provincial Key Laboratory of Molecular Oncologic Pathology, Southern Medical University, Guangzhou, China
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24
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Liang F, Rezapour A, Falk P, Angenete E, Yrlid U. Cryopreservation of Whole Tumor Biopsies from Rectal Cancer Patients Enable Phenotypic and In Vitro Functional Evaluation of Tumor-Infiltrating T Cells. Cancers (Basel) 2021; 13:cancers13102428. [PMID: 34067849 PMCID: PMC8155904 DOI: 10.3390/cancers13102428] [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: 11/10/2020] [Revised: 05/10/2021] [Accepted: 05/12/2021] [Indexed: 01/14/2023] Open
Abstract
Simple Summary Colorectal cancer (CRC) remains the third most common malignancy. Tumor-infiltrating lymphocytes (TILs) have emerged as correlates to CRC patient outcome after treatment. The pro- or anti-tumor responses of TILs are usually assessed in cell suspensions of fresh tumors that were surgically removed a few hours earlier. We propose a platform for concurrent enumeration and in vitro functional evaluation of TILs in cryopreserved tumor biopsies, offering the benefit of postponing tumor processing and analyses of TILs in cell suspensions until clinical post-treatment responses are established. Our platform is practical considering the inconsistent time when patient samples become available for research purposes and can be readily utilized by other laboratories. With a fresh portion of tumor biopsies as benchmark, we validated the recovery of viable TILs capable of interferon (IFN)-γ responses in the cryopreserved portion of same biopsies. Ultimately, this platform could provide sufficient information on TILs, to also predict patient outcome after CRC treatments. Abstract TILs comprise functionally distinct conventional and unconventional T cell subsets and their role in responses to CRC treatments is poorly understood. We explored recovery of viable TILs from cryopreserved tumor biopsies of (chemo)-radiated patients with rectal cancer to establish a platform for retrospective TIL analyses of frozen tumors from pre-selected study cohorts. Frequencies of TIL subsets and their capacity to mount IFN-γ responses in cell suspensions of fresh vs. cryopreserved portions of the same tumor biopsies were determined for platform validation. The percentages and proportions of CD4+ TILs and CD8+ cytotoxic T lymphocytes (CTLs) among total TILs were not affected by cryopreservation. While recovery of unconventional γδ T cells and mucosal-associated invariant T cells (MAIT cells) was stable after cryopreservation, the regulatory T cells (Tregs) were reduced, but in sufficient yields for quantification. IFN-γ production by in vitro-stimulated CD4+ TILs, CTLs, γδ T cells, and MAIT cells were proportionally similar in fresh and cryopreserved tumor portions, albeit the latter displayed lower levels. Thus, the proposed platform intended for TIL analyses on cryopreserved tumor biobank biopsies holds promises for studies linking the quantity and quality of TIL subsets with specific clinical outcome after CRC treatment.
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Affiliation(s)
- Frank Liang
- Department of Microbiology and Immunology, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, 405 30 Gothenburg, Sweden; (F.L.); (A.R.)
| | - Azar Rezapour
- Department of Microbiology and Immunology, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, 405 30 Gothenburg, Sweden; (F.L.); (A.R.)
| | - Peter Falk
- Department of Surgery, Fibrinolysis Laboratory, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, 416 85 Gothenburg, Sweden;
| | - Eva Angenete
- Department of Surgery, Sahlgrenska University Hospital/Östra, Region Västra Götaland, 413 45 Gothenburg, Sweden
- Department of Surgery, SSORG—Scandinavian Surgical Outcomes Research Group, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, 416 85 Gothenburg, Sweden
- Correspondence: (E.A.); (U.Y.); Tel.: +46-31-343-8410 (E.A.); +46-31-786-6225 (U.Y.)
| | - Ulf Yrlid
- Department of Microbiology and Immunology, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, 405 30 Gothenburg, Sweden; (F.L.); (A.R.)
- Correspondence: (E.A.); (U.Y.); Tel.: +46-31-343-8410 (E.A.); +46-31-786-6225 (U.Y.)
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25
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Zalfa C, Paust S. Natural Killer Cell Interactions With Myeloid Derived Suppressor Cells in the Tumor Microenvironment and Implications for Cancer Immunotherapy. Front Immunol 2021; 12:633205. [PMID: 34025641 PMCID: PMC8133367 DOI: 10.3389/fimmu.2021.633205] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Accepted: 02/12/2021] [Indexed: 12/17/2022] Open
Abstract
The tumor microenvironment (TME) is a complex and heterogeneous environment composed of cancer cells, tumor stroma, a mixture of tissue-resident and infiltrating immune cells, secreted factors, and extracellular matrix proteins. Natural killer (NK) cells play a vital role in fighting tumors, but chronic stimulation and immunosuppression in the TME lead to NK cell exhaustion and limited antitumor functions. Myeloid-derived suppressor cells (MDSCs) are a heterogeneous group of myeloid cells with potent immunosuppressive activity that gradually accumulate in tumor tissues. MDSCs interact with innate and adaptive immune cells and play a crucial role in negatively regulating the immune response to tumors. This review discusses MDSC-mediated NK cell regulation within the TME, focusing on critical cellular and molecular interactions. We review current strategies that target MDSC-mediated immunosuppression to enhance NK cell cytotoxic antitumor activity. We also speculate on how NK cell-based antitumor immunotherapy could be improved.
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Affiliation(s)
| | - Silke Paust
- Department of Immunology and Microbiology, The Scripps Research Institute, La Jolla, CA, United States
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26
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Poturnajova M, Furielova T, Balintova S, Schmidtova S, Kucerova L, Matuskova M. Molecular features and gene expression signature of metastatic colorectal cancer (Review). Oncol Rep 2021; 45:10. [PMID: 33649827 PMCID: PMC7876998 DOI: 10.3892/or.2021.7961] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2020] [Accepted: 12/04/2020] [Indexed: 12/13/2022] Open
Abstract
Uncontrollable metastatic outgrowth process is the leading cause of mortality worldwide, even in the case of colorectal cancer. Colorectal cancer (CRC) accounts for approximately 10% of all annually diagnosed cancers and 50% of CRC patients will develop metastases in the course of disease. Most patients with metastatic CRC have incurable disease. Even if patients undergo resection of liver metastases, the 5‑year survival rate ranges from 25 to 58%. Next‑generation sequencing of tumour specimens from large colorectal cancer patient cohorts has led to major advances in elucidating the genomic landscape of these tumours and paired metastases. The expression profiles of primary CRC and their metastatic lesions at both the gene and pathway levels were compared and led to the selection of early driver genes responsible for carcinogenesis and metastasis‑specific genes that increased the metastatic process. The genetic, transcriptional and epigenetic alteration encoded by these genes and their combination influence many pivotal signalling pathways, enabling the dissemination and outgrowth in distant organs. Therapeutic regimens affecting several different active pathways may have important implications for therapeutic efficacy.
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Affiliation(s)
- Martina Poturnajova
- Department of Molecular Oncology, Cancer Research Institute, Biomedical Research Center of Slovak Academy of Sciences, University Science Park for Biomedicine, 84505 Bratislava, Slovakia
| | - Tatiana Furielova
- Department of Genetics, Faculty of Natural Sciences, Comenius University, 84215 Bratislava, Slovakia
| | - Sona Balintova
- Department of Genetics, Faculty of Natural Sciences, Comenius University, 84215 Bratislava, Slovakia
| | - Silvia Schmidtova
- Department of Molecular Oncology, Cancer Research Institute, Biomedical Research Center of Slovak Academy of Sciences, University Science Park for Biomedicine, 84505 Bratislava, Slovakia
- Translational Research Unit, Faculty of Medicine, Comenius University, 81499 Bratislava, Slovakia
| | - Lucia Kucerova
- Department of Molecular Oncology, Cancer Research Institute, Biomedical Research Center of Slovak Academy of Sciences, University Science Park for Biomedicine, 84505 Bratislava, Slovakia
| | - Miroslava Matuskova
- Department of Molecular Oncology, Cancer Research Institute, Biomedical Research Center of Slovak Academy of Sciences, University Science Park for Biomedicine, 84505 Bratislava, Slovakia
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27
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Bouzidi L, Triki H, Charfi S, Kridis WB, Derbel M, Ayadi L, Sellami-Boudawara T, Cherif B. Prognostic Value of Natural Killer Cells Besides Tumor-Infiltrating Lymphocytes in Breast Cancer Tissues. Clin Breast Cancer 2021; 21:e738-e747. [PMID: 33727019 DOI: 10.1016/j.clbc.2021.02.003] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2021] [Revised: 02/06/2021] [Accepted: 02/10/2021] [Indexed: 12/21/2022]
Abstract
BACKGROUND Each subgroup of immune cells has a different prognostic role in breast cancer; however, the prognostic impact of tumor-infiltrating natural killer cells (TINKs) is still not well established. Our aim was to assess the prognostic impact of natural killer (NK) cells in breast carcinomas. MATERIALS AND METHODS NK cells infiltration were assessed by immunohistochemistry (IHC). Statistical analyses were performed to evaluate the correlation of NK cells with clinical-pathological features and outcome. RESULTS CD56 IHC was realized in 126 patients. NK cells infiltration showed significant and positive association with tumor high Scarff-Bloom-Richardson (SBR) grade. NK cells were significantly associated with HER2-positive breast cancer and triple-negative breast cancer subtypes. Analyses showed significant and inverse correlation with progesterone and estrogen receptors expression status. High NK cells were significantly related to high Ki-67 labeling index. Our data showed that high NK cells infiltrate was significantly associated with tumor-infiltrating lymphocytes in breast cancer tissues. At a median follow-up of 5.5 years, high CD56 expression (≥ 5 cells/10 high power field) was associated significantly with a good overall survival and with good disease-free survival. CONCLUSION In this study, we assessed the important prognostic role of TINKs in breast carcinomas, which seems to be evident despite its association with aggressive pathological features. Thus evaluation of NK cells can be standardized and integrated in daily routine.
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Affiliation(s)
- Lobna Bouzidi
- Department of Pathology and Research Laboratory LR18SP10, University Hospital Habib Bourguiba, Sfax, Tunisia; Medical School of Sfax, University of Sfax, Sfax, Tunisia.
| | - Hana Triki
- Laboratory of Molecular and Cellular Screening Processes LR15CBS07, Centre de Biotechnologie de Sfax, University of Sfax, Sfax, Tunisia
| | - Slim Charfi
- Department of Pathology and Research Laboratory LR18SP10, University Hospital Habib Bourguiba, Sfax, Tunisia; Medical School of Sfax, University of Sfax, Sfax, Tunisia
| | - Wala Ben Kridis
- Medical School of Sfax, University of Sfax, Sfax, Tunisia; Department of Medical Oncology, University Hospital Habib Bourguiba, Sfax, Tunisia
| | - Mohamed Derbel
- Medical School of Sfax, University of Sfax, Sfax, Tunisia; Department of Gynecology and Obstetrics, University Hospital Hedi Chaker, Sfax, Tunisia
| | - Lobna Ayadi
- Department of Pathology and Research Laboratory LR18SP10, University Hospital Habib Bourguiba, Sfax, Tunisia; Medical School of Sfax, University of Sfax, Sfax, Tunisia
| | - Tahya Sellami-Boudawara
- Department of Pathology and Research Laboratory LR18SP10, University Hospital Habib Bourguiba, Sfax, Tunisia; Medical School of Sfax, University of Sfax, Sfax, Tunisia
| | - Boutheina Cherif
- Laboratory of Molecular and Cellular Screening Processes LR15CBS07, Centre de Biotechnologie de Sfax, University of Sfax, Sfax, Tunisia
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28
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Liang JZ, Liang XL, Zhong LY, Wu CT, Zhang J, Wang Y. Comparative Proteome Identifies Complement Component 3-Mediated Immune Response as Key Difference of Colon Adenocarcinoma and Rectal Adenocarcinoma. Front Oncol 2021; 10:617890. [PMID: 33732636 PMCID: PMC7959172 DOI: 10.3389/fonc.2020.617890] [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: 10/15/2020] [Accepted: 12/16/2020] [Indexed: 12/11/2022] Open
Abstract
Colorectal cancer (CRC) is one of the most lethal diseases with high morbidity and mortality worldwide. Clinically, tumors located in colon and rectum have diverse prognosis and therapeutic outcome. Here, we performed data mining derived from 20 CRC patient samples to compare proteomic difference between colon adenocarcinoma (COAD) and rectal adenocarcinoma (READ). We found that differential expressed proteins (DEPs) upregulated in COAD were mainly enriched in immune response, moreover, higher immune scores were found in COAD than READ, as calculated by The Cancer Genome Atlas (TCGA) data. To identify the core protein of DEPs with high prognostic value for COAD, we performed topological overlap matrix (TOM) to investigate the hub proteins using 77 immune-relevant DEPs, and identified complement component 3 (C3) as the core protein in the immune-relevant DEPs matrix between the COAD and READ. Moreover, we found that C3 was up-regulated in COAD, and its expression was negatively associated with overall survival of COAD patients but not READ. In conclusion, we identified C3-mediated immune response as key feature to distinguish COAD and READ, and highlighted C3 as potential biomarker with high prognostic value for clinical application, which provided new clue for precise treatment of COAD.
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Affiliation(s)
- Jun-Ze Liang
- MOE Key Laboratory of Tumor Molecular Biology and Key Laboratory of Functional Protein Research of Guangdong Higher Education Institutes, College of Life Science and Technology, Institute of Life and Health Engineering, Jinan University, Guangzhou, China
| | - Xiao-Ling Liang
- MOE Key Laboratory of Tumor Molecular Biology and Key Laboratory of Functional Protein Research of Guangdong Higher Education Institutes, College of Life Science and Technology, Institute of Life and Health Engineering, Jinan University, Guangzhou, China
| | - Li-Ye Zhong
- MOE Key Laboratory of Tumor Molecular Biology and Key Laboratory of Functional Protein Research of Guangdong Higher Education Institutes, College of Life Science and Technology, Institute of Life and Health Engineering, Jinan University, Guangzhou, China
| | - Chu-Tian Wu
- Department of Gastroenterology, The First Affiliated Hospital, Jinan University, Guangzhou, China
| | - Jing Zhang
- MOE Key Laboratory of Tumor Molecular Biology and Key Laboratory of Functional Protein Research of Guangdong Higher Education Institutes, College of Life Science and Technology, Institute of Life and Health Engineering, Jinan University, Guangzhou, China
| | - Yang Wang
- MOE Key Laboratory of Tumor Molecular Biology and Key Laboratory of Functional Protein Research of Guangdong Higher Education Institutes, College of Life Science and Technology, Institute of Life and Health Engineering, Jinan University, Guangzhou, China
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29
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AlMusawi S, Ahmed M, Nateri AS. Understanding cell-cell communication and signaling in the colorectal cancer microenvironment. Clin Transl Med 2021; 11:e308. [PMID: 33635003 PMCID: PMC7868082 DOI: 10.1002/ctm2.308] [Citation(s) in RCA: 58] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2020] [Revised: 12/31/2020] [Accepted: 01/19/2021] [Indexed: 12/12/2022] Open
Abstract
Carcinomas are complex heterocellular systems containing epithelial cancer cells, stromal fibroblasts, and multiple immune cell-types. Cell-cell communication between these tumor microenvironments (TME) and cells drives cancer progression and influences response to existing therapies. In order to provide better treatments for patients, we must understand how various cell-types collaborate within the TME to drive cancer and consider the multiple signals present between and within different cancer types. To investigate how tissues function, we need a model to measure both how signals are transferred between cells and how that information is processed within cells. The interplay of collaboration between different cell-types requires cell-cell communication. This article aims to review the current in vitro and in vivo mono-cellular and multi-cellular cultures models of colorectal cancer (CRC), and to explore how they can be used for single-cell multi-omics approaches for isolating multiple types of molecules from a single-cell required for cell-cell communication to distinguish cancer cells from normal cells. Integrating the existing single-cell signaling measurements and models, and through understanding the cell identity and how different cell types communicate, will help predict drug sensitivities in tumor cells and between- and within-patients responses.
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Affiliation(s)
- Shaikha AlMusawi
- Cancer Genetics & Stem Cell Group, BioDiscovery Institute, Division of Cancer & Stem Cells, School of MedicineUniversity of NottinghamNottinghamUK
| | - Mehreen Ahmed
- Cancer Genetics & Stem Cell Group, BioDiscovery Institute, Division of Cancer & Stem Cells, School of MedicineUniversity of NottinghamNottinghamUK
- Department of Laboratory Medicine, Division of Translational Cancer ResearchLund UniversityLundSweden
| | - Abdolrahman S. Nateri
- Cancer Genetics & Stem Cell Group, BioDiscovery Institute, Division of Cancer & Stem Cells, School of MedicineUniversity of NottinghamNottinghamUK
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Keim S, Zoernig I, Spille A, Lahrmann B, Brand K, Herpel E, Grabe N, Jäger D, Halama N. Sequential metastases of colorectal cancer: Immunophenotypes and spatial distributions of infiltrating immune cells in relation to time and treatments. Oncoimmunology 2021; 1:593-599. [PMID: 22934251 PMCID: PMC3429563 DOI: 10.4161/onci.20179] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
The role of the immune system in the course of colorectal cancer has been elucidated in the last decade. While quantification of immune cell infiltrates within the resected specimen at diagnosis has a clear power to estimate the prognosis of the patient, the role of infiltrating immune cells within the metastatic situation and especially within the metastatic lesion itself requires further detailed analyses. Recent analyses of infiltrates in colorectal cancer liver metastases revealed a role for the infiltrate density not only for prognosis but also in the prediction of treatment response. This not only broadens the view on these infiltrates and indicates a systematic role of the local immunological microenvironment, but also raises the question how these infiltrates change during repeated courses of treatment (i.e., resection, chemotherapy, etc.). To address this question, sequential lung or sequential liver metastases of colorectal cancer patients were analyzed using whole slide image quantification after immunohistochemical staining against CD3, CD8, FOXP3, CD68 and Granzyme B. The clinical data and interventions were associated with each individual patient and the metastatic lesions. The resulting cell densities reveal a heterogeneous profile: after successful treatment of a metastatic lesion, the recurrent lesion can still have the same immunophenotype with similar cell distributions. In a situation of a favorable immune cell profile, this profile can return and apparently convey a similar favorable course throughout the disease. But also the opposite was found: the recurrent metastatic lesion could have a different profile with alterations in specific immune cell subsets over time. Further analyses are required to elucidate the different patterns and their associations to the treatment, the tumor cell phenotype and other dynamic factors. However, it is clear from this data however, that there is an immune cell plasticity that needs to be analyzed for individual patients.
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Affiliation(s)
- Sophia Keim
- National Center for Tumor Diseases, Department of Medical Oncology/Internal Medicine VI; University Hospital; Heidelberg, Germany
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Zengin M, Zergeroğlu S, Okcu O, Benek S. PD-1 and PD-L2 expression predict relapse risk and poor survival in patients with stage III colorectal cancer. Cell Oncol (Dordr) 2021; 44:423-432. [PMID: 33469839 DOI: 10.1007/s13402-020-00579-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/03/2020] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Immune responses have long been an area of interest in cancer research. In this study, the effects of programmed cell death-1 (PD-1) and its ligand (PD-L2) on the prognosis of colorectal cancer (CRC) were investigated. METHODS Primary tumour specimens of stage III CRC patients operated between 2002 and 2013 were assessed for PD-1 and PD-L2 expression and various clinicopathological and prognostic factors. RESULTS We observed a significant relationship between poor prognostic factors and PD-1/PD-L2 expression. These biomarkers were also found to serve as independent risk factors for LIR and MSI. In univariate analysis, relapse-free survival (RFS) and overall survival (OS) rates were found to be poor in PD-1 and PD-L2 positive patients. In multivariate analysis, these biomarkers were found to serve as independent poor prognostic factors for RFS and OS. CONCLUSIONS Our data indicate that PD-1 and PD-L2 may serve as independent prognostic survival parameters for CRC patients and may be employed for the design of targeted therapies.
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Affiliation(s)
- Mehmet Zengin
- Department of Pathology, Kırıkkale University, Kırıkkale, Turkey.
| | - Sema Zergeroğlu
- Department of Pathology, Kırıkkale University, Kırıkkale, Turkey
| | - Oğuzhan Okcu
- Recep Tayyip Erdoğan University, Training and Research Hospital, Rize, Turkey
| | - Suat Benek
- Department of General Surgery, Tekirdağ Namık Kemal University, Tekirdağ, Turkey
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Comprehensive analysis reveals a prognostic and therapeutic biomarker CD3D in the breast carcinoma microenvironment. Biosci Rep 2021; 41:227413. [PMID: 33350431 PMCID: PMC7791551 DOI: 10.1042/bsr20202898] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2020] [Revised: 11/29/2020] [Accepted: 12/16/2020] [Indexed: 12/22/2022] Open
Abstract
Breast carcinoma (BRCA) is the most common carcinoma among women worldwide. Despite the great progress achieved in early detection and treatment, morbidity and mortality rates remain high. In the present study, we make a systematic analysis of BRCA using TCGA database by applying CIBERSORT and ESTIMATE computational methods, uncovered CD3D as a prognostic biomarker by intersection analysis of univariate COX and protein–protein interaction (PPI). It revealed that high CD3D expression was strongly associated with poor survival of BRCA, based on The Cancer Genome Atlas (TCGA) database and online websites. Gene Set Enrichment Analysis (GSEA) revealed that the high CD3D expression group was mainly enriched for the immune-related pathways and the low CD3D expression group was mainly enriched for metabolic-related activities. Based on CIBERSORT analysis, the difference test and correlation test suggested that CD3D had a strong correlation with T cells, particularly CD8 + T cells, which indicated that CD3D up-regulation may increase T cell immune infiltration in the TME and induce antitumor immunity by activating T lymphocytes. Furthermore, the correlation analysis showed that CD3D expression had a strongly positive correlation with immune checkpoints, which indicating that the underlying mechanism involves CD3D mediated regulation of T cell functions in BRCA, and single cell RNA-seq analysis revealed that CD3D correlate with CD8 + T cells and it is itself highly expressed in CD8 + T cells. In summary, we identified a prognostic biomarker CD3D in BRCA, which was associated with lymphocyte infiltration, immune checkpoints and could be developed for innovative therapeutics of BRCA.
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Gene Alterations of N6-Methyladenosine (m 6A) Regulators in Colorectal Cancer: A TCGA Database Study. BIOMED RESEARCH INTERNATIONAL 2020; 2020:8826456. [PMID: 33415160 PMCID: PMC7769650 DOI: 10.1155/2020/8826456] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/10/2020] [Revised: 12/01/2020] [Accepted: 12/05/2020] [Indexed: 12/30/2022]
Abstract
N6-methyladenosine (m6A) plays an important role in many cancers. However, few studies have examined the role of m6A in colorectal CRC. To examine the effect of m6A on CRC, we studied the genome of 591 CRC cases from The Cancer Genome Atlas (TCGA). The relationship between the messenger RNA (mRNA) expression, copy number variation (CNVs), and mutations of m6A “Writers,” “Readers,” and “Erasers,” prognosis, immune cell infiltration, and genetic mutations in CRC cases were analyzed. CNVs and mutations were found in thirteen m6A regulators. As expected, gain and amplification of m6A regulators increased the mRNA expression of these regulators, while deletion led to reduction in the mRNA expression. Moreover, CNVs and mutation of these regulators were significantly associated with APC, TP53, and microsatellite instability (MSI) status (p < 0.001, p < 0.001, and p = 0.029, respectively). CNVs of m6A regulators also correlated with inferred immune cell infiltration in CRC tissues, especially in colon tissues. Additionally, alterations of RBM15, YTHDF2, YTHDC1, YTHDC2, and METTL14 genes were related to the worse overall survival and disease-free survival (DFS) of CRC patients. Specifically, the deletion status of “Writers” was also correlated to the DFS of CRC patients (p = 0.02). Gene set enrichment analysis found that FTO was involved in mRNA 3′ end processing, polyubiquitin binding, and RNA polymerase promoter elongation, while YTHDC1 was related to interferon-alpha and gamma response. In conclusion, a novel relationship was identified between CNVs and mutations of m6A regulators with prognosis and inferred immune function of CRC. These findings will improve the understanding of the relationship of m6A in CRC.
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Dong X, Song J, Hu J, Zheng C, Zhang X, Liu H. T-Box Transcription Factor 22 Is an Immune Microenvironment-Related Biomarker Associated With the BRAF V600E Mutation in Papillary Thyroid Carcinoma. Front Cell Dev Biol 2020; 8:590898. [PMID: 33392186 PMCID: PMC7773934 DOI: 10.3389/fcell.2020.590898] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Accepted: 11/24/2020] [Indexed: 01/21/2023] Open
Abstract
Papillary thyroid cancer (PTC) is the most common malignant disease in endocrine systems. T-box transcription factor 22 (TBX22) is a phylogenetically conserved family member that has not been widely characterized in cancers. In this study, we explored the potential clinical significance and biological functions of TBX22 in PTC. Comprehensive analyses of TBX22 were based on the public databases and our local qRT-PCR cohort. We observed that TBX22 was significantly downregulated in PTC compared with normal tissues. TBX22 was associated with several clinicopathological factors in PTC. Low TBX22 expression correlated with BRAF V600E and TERT mutation. Functional enrichment analysis revealed that cancer-related pathways and immune progress were closely associated with TBX22 in PTC. In TBX22-low PTC, high immune infiltration levels with increased CD8+ T cells, natural killer, M1 macrophages, and T-regulatory cells were observed. TBX22 was negatively correlated with the activity of different steps of the anticancer immunity cycle. Functionally, overexpression of TBX22 inhibited the proliferation, invasion, and migration in PTC cells, while knocking down of TBX22 showed the opposite effects. The present findings disclose that TBX22, as an immune microenvironment-related biomarker, could be an important tumor suppresser gene and might inform the management of PTC patients better.
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Affiliation(s)
- Xubin Dong
- Department of Thyroid and Breast Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Jingjing Song
- Department of Children's Health Care, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, China
| | - Jing Hu
- Department of Gastrointestinal Surgery, People's Hospital of Yueqing, Wenzhou, China
| | - Cheng Zheng
- Department of Thyroid and Breast Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Xiaohua Zhang
- Department of Thyroid and Breast Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Haiguang Liu
- Department of Thyroid and Breast Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
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He H, Yi Y, Cai X, Wang J, Ni X, Fu Y, Qiu S. Down-regulation of EOMES drives T-cell exhaustion via abolishing EOMES-mediated repression of inhibitory receptors of T cells in liver cancer. J Cell Mol Med 2020; 25:161-169. [PMID: 33325636 PMCID: PMC7810931 DOI: 10.1111/jcmm.15898] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2020] [Revised: 07/29/2020] [Accepted: 08/25/2020] [Indexed: 01/01/2023] Open
Abstract
T‐cell exhaustion is one of the hallmarks in cancer, but the mechanisms underlying T‐cell dysregulation remains unclear. Here, we reported that down‐regulation of transcription factor EOMES contributed to increased levels of inhibitory receptors in T cell among the tumour tissues and resulted in the poor prognosis of hepatocellular carcinoma (HCC). By analysing the correlation between EOMES in tumour‐infiltrating T cells and the clinical features, we demonstrated that the EOMES was related to the advanced stage and poor prognosis of HCC. Further mechanistic studies revealed that the EOMES mainly expressed in the CD8+ T cells and were down‐regulated in tumour samples. Moreover, we demonstrated that the EOMES directly bound at the transcriptional regulatory regions of the key inhibitory factors including PD‐1, CTAL‐4 and CD39, and lower levels of EOMES contributed to overexpression of these factors in T cells. Together, our studies provide new insight into the transcriptional deregulation of the inhibitory receptors on T cells during the tumorigenesis.
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Affiliation(s)
- Hongwei He
- General Surgery, Jinshan Branch of Shanghai Sixth People's Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China.,Key Laboratory for Carcinogenesis and Cancer Invasion, Liver Cancer Institute, Zhongshan Hospital and Shanghai Medical School, Fudan University, Shanghai, China
| | - Yong Yi
- Key Laboratory for Carcinogenesis and Cancer Invasion, Liver Cancer Institute, Zhongshan Hospital and Shanghai Medical School, Fudan University, Shanghai, China
| | - Xiaoyan Cai
- General Surgery, Shanghai Pudong Gongli Hospital, Shanghai, China
| | - Jiaxing Wang
- Department of Anesthesiology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Xiaochun Ni
- General Surgery, Shanghai Ninth People's Hospital, Shanghai, China
| | - Yipeng Fu
- Department of Breast Surgery, The Obstetrics & Gynecology Hospital of Fudan University, Shanghai, China
| | - Shuangjian Qiu
- Key Laboratory for Carcinogenesis and Cancer Invasion, Liver Cancer Institute, Zhongshan Hospital and Shanghai Medical School, Fudan University, Shanghai, China
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Dong X, Yang Q, Gu J, Lv S, Song D, Chen D, Song J, Zhang X, Huang D. Identification and validation of L Antigen Family Member 3 as an immune-related biomarker associated with the progression of papillary thyroid cancer. Int Immunopharmacol 2020; 90:107267. [PMID: 33310661 DOI: 10.1016/j.intimp.2020.107267] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2020] [Revised: 11/28/2020] [Accepted: 11/28/2020] [Indexed: 12/15/2022]
Abstract
BACKGROUND Papillary thyroid cancer (PTC) is heterogeneous cancer with many different immune cells involved in its pathogenesis. L Antigen Family Member 3 (LAGE3) is an ESO/LAGE gene family member that has not been extensively studied in PTC. METHODS Comprehensive bioinformatics analyses of LAGE3 were based on The Cancer Genome Atlas, Gene Expression Omnibus, and Genomics of Drug Sensitivity in Cancer (GDSC) databases. We also performed RNA-sequencing on 78 paired samples from local PTC patients. RESULTS We observed that LAGE3 was significantly up-regulated in most solid tumor types, including PTC compared with corresponding normal tissues. The high level of LAGE3 was also significantly associated with advanced malignancy. LAGE3 expression was significantly associated with cancer-related pathways, biochemical metabolism, and immune-related terms. Further, tumor microenvironment analysis indicated LAGE3 was positively correlated with different immune cells infiltrating levels and the activity of different steps of the cancer-immunity cycle. Analyses based on the GDSC database revealed that low levels of LAGE3 might be resistant to WZ3105, I-BET-762, and PHA-793887. In addition, the experimental results validated that knocking down LAGE3 could affect proliferation, migration, and invasion in the PTC cell lines. CONCLUSION This study discloses that LAGE3 plays an oncogenic and cancer-immunological role, also providing novel PTC biological and clinical implications.
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Affiliation(s)
- Xubin Dong
- Department of Thyroid and Breast Surgery, The First Affiliated Hospital of Wenzhou Medical University, #1 Nan Bai Xiang Street, Wenzhou, China.
| | - Qingwen Yang
- Eye Hospital and School of Ophthalmology and Optometry, Wenzhou Medical University, Wenzhou, China.
| | - Junwei Gu
- Department of Thyroid and Breast Surgery, The First Affiliated Hospital of Wenzhou Medical University, #1 Nan Bai Xiang Street, Wenzhou, China.
| | - Shihui Lv
- Department of Thyroid and Breast Surgery, The First Affiliated Hospital of Wenzhou Medical University, #1 Nan Bai Xiang Street, Wenzhou, China.
| | - Dandan Song
- Department of Thyroid and Breast Surgery, The First Affiliated Hospital of Wenzhou Medical University, #1 Nan Bai Xiang Street, Wenzhou, China.
| | - Danxiang Chen
- Department of Thyroid and Breast Surgery, The First Affiliated Hospital of Wenzhou Medical University, #1 Nan Bai Xiang Street, Wenzhou, China.
| | - Jingjing Song
- Department of Children's Health Care, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, China.
| | - Xiaohua Zhang
- Department of Thyroid and Breast Surgery, The First Affiliated Hospital of Wenzhou Medical University, #1 Nan Bai Xiang Street, Wenzhou, China.
| | - Duping Huang
- Department of Thyroid and Breast Surgery, The First Affiliated Hospital of Wenzhou Medical University, #1 Nan Bai Xiang Street, Wenzhou, China.
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Neumeyer S, Hua X, Seibold P, Jansen L, Benner A, Burwinkel B, Halama N, Berndt SI, Phipps AI, Sakoda LC, Schoen RE, Slattery ML, Chan AT, Gala M, Joshi AD, Ogino S, Song M, Herpel E, Bläker H, Kloor M, Scherer D, Ulrich A, Ulrich CM, Win AK, Figueiredo JC, Hopper JL, Macrae F, Milne RL, Giles GG, Buchanan DD, Peters U, Hoffmeister M, Brenner H, Newcomb PA, Chang-Claude J. Genetic Variants in the Regulatory T cell-Related Pathway and Colorectal Cancer Prognosis. Cancer Epidemiol Biomarkers Prev 2020; 29:2719-2728. [PMID: 33008876 PMCID: PMC7976673 DOI: 10.1158/1055-9965.epi-20-0714] [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: 05/11/2020] [Revised: 07/29/2020] [Accepted: 09/28/2020] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND High numbers of lymphocytes in tumor tissue, including T regulatory cells (Treg), have been associated with better colorectal cancer survival. Tregs, a subset of CD4+ T lymphocytes, are mediators of immunosuppression in cancer, and therefore variants in genes related to Treg differentiation and function could be associated with colorectal cancer prognosis. METHODS In a prospective German cohort of 3,593 colorectal cancer patients, we assessed the association of 771 single-nucleotide polymorphisms (SNP) in 58 Treg-related genes with overall and colorectal cancer-specific survival using Cox regression models. Effect modification by microsatellite instability (MSI) status was also investigated because tumors with MSI show greater lymphocytic infiltration and have been associated with better prognosis. Replication of significant results was attempted in 2,047 colorectal cancer patients of the International Survival Analysis in Colorectal Cancer Consortium (ISACC). RESULTS A significant association of the TGFBR3 SNP rs7524066 with more favorable colorectal cancer-specific survival [hazard ratio (HR) per minor allele: 0.83; 95% confidence interval (CI), 0.74-0.94; P value: 0.0033] was replicated in ISACC (HR: 0.82; 95% CI, 0.68-0.98; P value: 0.03). Suggestive evidence for association was found with two IL7 SNPs, rs16906568 and rs7845577. Thirteen SNPs with differential associations with overall survival according to MSI in the discovery analysis were not confirmed. CONCLUSIONS Common genetic variation in the Treg pathway implicating genes such as TGFBR3 and IL7 was shown to be associated with prognosis of colorectal cancer patients. IMPACT The implicated genes warrant further investigation.
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Affiliation(s)
- Sonja Neumeyer
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Institute of Translational Genomics, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
| | - Xinwei Hua
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
- School of Public Health, University of Washington, Seattle, Washington
| | - Petra Seibold
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Lina Jansen
- Division of Clinical Epidemiology and Aging Research, DKFZ, Heidelberg, Germany
| | - Axel Benner
- Division of Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Barbara Burwinkel
- Division of Molecular Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Gynecology and Obstetrics, Molecular Biology of Breast Cancer, University of Heidelberg, Heidelberg, Germany
| | - Niels Halama
- Department of Medical Oncology, National Center for Tumor Diseases, University Hospital Heidelberg, Heidelberg, Germany
- Tissue Imaging and Analysis Center, National Center for Tumor Diseases, BIOQUANT, University of Heidelberg, Heidelberg, Germany
- Institute for Immunology, University Hospital Heidelberg, Heidelberg, Germany
| | - Sonja I Berndt
- Division of Cancer Epidemiology and Genetics, NCI, NIH, Bethesda, Maryland
| | - Amanda I Phipps
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
- Epidemiology Department, University of Washington, Seattle, Washington
| | - Lori C Sakoda
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
- Division of Research, Kaiser Permanente Northern California, Oakland, California
| | - Robert E Schoen
- Department of Medicine and Epidemiology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Martha L Slattery
- Department of Internal Medicine, University of Utah, Salt Lake City, Utah
| | - Andrew T Chan
- Division of Gastroenterology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
- Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Manish Gala
- Division of Gastroenterology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Amit D Joshi
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts
| | - Shuji Ogino
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Mingyang Song
- Division of Gastroenterology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts
| | - Esther Herpel
- NCT Tissue Bank, National Center for Tumor Diseases (NCT), Heidelberg, Germany
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Hendrik Bläker
- Institute of Pathology, Charité University Medicine, Berlin, Germany
| | - Matthias Kloor
- Department of Applied Tumor Biology, Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Dominique Scherer
- Institute of Medical Biometry and Informatics, University Hospital Heidelberg, Heidelberg, Germany
| | - Alexis Ulrich
- Department of General, Visceral and Transplantation Surgery, University Hospital Heidelberg, University of Heidelberg, Germany
| | - Cornelia M Ulrich
- Huntsman Cancer Institute, Population Sciences, Salt Lake City, Utah
- Department of Population Health Sciences, University of Utah, Salt Lake City, Utah
| | - Aung K Win
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, Melbourne, Australia
| | - Jane C Figueiredo
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles California
| | - John L Hopper
- Colorectal Medicine and Genetics, The Royal Melbourne Hospital, Victoria, Australia
| | - Finlay Macrae
- Colorectal Medicine and Genetics, The Royal Melbourne Hospital, Victoria, Australia
| | - Roger L Milne
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, Melbourne, Australia
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia
| | - Graham G Giles
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, Melbourne, Australia
- Cancer Epidemiology Division, Cancer Council Victoria, Melbourne, Victoria, Australia
| | - Daniel D Buchanan
- Colorectal Oncogenomics Group, Department of Clinical Pathology, The University of Melbourne, Parkville, Victoria, Australia
- University of Melbourne Centre for Cancer Research, Victorian Comprehensive Cancer Centre, Parkville, Victoria, Australia
- Genomic Medicine and Family Cancer Clinic, Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Ulrike Peters
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
- Department of Epidemiology, University of Washington, Seattle, Washington
| | - Michael Hoffmeister
- Division of Clinical Epidemiology and Aging Research, DKFZ, Heidelberg, Germany
| | - Hermann Brenner
- Division of Clinical Epidemiology and Aging Research, DKFZ, Heidelberg, Germany
- Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, Germany
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Polly A Newcomb
- Institute of Translational Genomics, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Jenny Chang-Claude
- Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany.
- Cancer Epidemiology Group, University Cancer Center Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
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Automated Quantitation of CD8-positive T Cells Predicts Prognosis in Colonic Adenocarcinoma With Mucinous, Signet Ring Cell, or Medullary Differentiation Independent of Mismatch Repair Protein Status. Am J Surg Pathol 2020; 44:991-1001. [PMID: 32205483 DOI: 10.1097/pas.0000000000001468] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Despite their association with DNA mismatch repair (MMR) protein deficiency, colonic adenocarcinomas with mucinous, signet ring cell, or medullary differentiation have not been associated with improved survival compared with conventional adenocarcinomas in most studies. Recent studies indicate that increased T-cell infiltration in the tumor microenvironment has a favorable prognostic effect in colonic adenocarcinoma. However, the prognostic effect of tumor-associated T cells has not been evaluated in histologic subtypes of colonic adenocarcinoma. We evaluated CD8-positive T-cell density in 259 patients with colonic adenocarcinoma, including 113 patients with tumors demonstrating mucinous, signet ring cell, or medullary differentiation, using a validated automated quantitative digital image analysis platform and correlated CD8-positive T-cell density with histopathologic variables, MMR status, molecular alterations, and survival. CD8-positive T-cell densities were significantly higher for MMR protein-deficient tumors (P<0.001), BRAF V600E mutant tumors (P=0.004), and tumors with medullary differentiation (P<0.001) but did not correlate with mucinous or signet ring cell histology (P>0.05 for both). In the multivariable model of factors predicting disease-free survival, increased CD8-positive T-cell density was associated with improved survival both in the entire cohort (hazard ratio=0.34, 95% confidence interval, 0.15-0.75, P=0.008) and in an analysis of patients with tumors with mucinous, signet ring cell, or medullary differentiation (hazard ratio=0.06, 95% confidence interval, 0.01-0.54, P=0.01). The prognostic effect of CD8-positive T-cell density was independent of tumor stage, MMR status, KRAS mutation, and BRAF mutation. Venous invasion was the only other variable independently associated with survival in both the entire cohort and in patients with tumors with mucinous, signet ring cell, or medullary differentiation. In summary, our results indicate that the prognostic value of MMR protein deficiency is most likely attributed to increased tumor-associated CD8-positive T cells and that automated quantitative CD8 T-cell analysis is a better biomarker of patient survival, particularly in patients with tumors demonstrating mucinous, signet ring cell, or medullary differentiation.
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Wu Y, Wan X, Jia G, Xu Z, Tao Y, Song Z, Du T. Aberrantly Methylated and Expressed Genes as Prognostic Epigenetic Biomarkers for Colon Cancer. DNA Cell Biol 2020; 39:1961-1969. [PMID: 33085517 DOI: 10.1089/dna.2020.5591] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
This study aimed to identify prognostic epigenetic biomarkers for colon cancer (CC). Methylation and mRNA expression in CC samples with clinical characteristics that corresponded to those in The Cancer Genome Atlas were analyzed. Differentially methylated genes (DMGs) and differentially expressed genes (DEGs) were screened between matched tumor and nontumor tissues. Among the 415 DEGs and DMGs that significantly correlated between cytosine-phosphate-guanine (CpG) methylation and gene expression, unc-5 netrin receptor C (UNC5C), solute carrier family 35 member F (SLC35F)1, Ly6/Neurotoxin (LYNX)1, stathmin (STMN)2, slit guidance ligand (SLIT)3, cell adhesion molecule L1 like (CHL1), CAP-Gly domain containing linker protein family member 4 (CLIP4), transmembrane protein (TMEM) 255A, granzyme B (GZMB), and brain expressed X-Linked (BEX)1 were promising epigenetic biomarkers. Prediction was more accurate when models were based on the expression and/or methylation of GZMB rather than clinical stage. Comparisons of tissues with high or low GZMB expression significantly associated the DEGs with natural killer-mediated cytotoxicity, cytokine-cytokine receptor interactions, and chemokine signaling pathways. From among the 10 epigenetic biomarkers, GZMB might serve as a tumor suppressor and function in several immune-related pathways in CC. Prognostic models based on GZMB expression and/or methylation would be significant for patients with CC.
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Affiliation(s)
- Yuanyu Wu
- Department of Gastrointestinal and Colorectal Surgery, China-Japan Union Hospital of Jilin University, Changchun, China
| | - Xiaoyu Wan
- Department of Breast Surgery and The Second Clinical Hospital of Jilin University, Changchun, China
| | - Guoliang Jia
- Department of Orthopedics, The Second Clinical Hospital of Jilin University, Changchun, China
| | - Zhonghang Xu
- Department of Gastrointestinal and Colorectal Surgery, China-Japan Union Hospital of Jilin University, Changchun, China
| | - Youmao Tao
- Department of Gastrointestinal and Colorectal Surgery, China-Japan Union Hospital of Jilin University, Changchun, China
| | - Zheyu Song
- Department of Gastrointestinal and Colorectal Surgery, China-Japan Union Hospital of Jilin University, Changchun, China
| | - Tonghua Du
- Department of Breast Surgery and The Second Clinical Hospital of Jilin University, Changchun, China
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Wang F, Wang S, Zhou Q. The Resistance Mechanisms of Lung Cancer Immunotherapy. Front Oncol 2020; 10:568059. [PMID: 33194652 PMCID: PMC7606919 DOI: 10.3389/fonc.2020.568059] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2020] [Accepted: 09/14/2020] [Indexed: 12/14/2022] Open
Abstract
Immunotherapy has revolutionized lung cancer treatment in the past decade. By reactivating the host’s immune system, immunotherapy significantly prolongs survival in some advanced lung cancer patients. However, resistance to immunotherapy is frequent, which manifests as a lack of initial response or clinical benefit to therapy (primary resistance) or tumor progression after the initial period of response (acquired resistance). Overcoming immunotherapy resistance is challenging owing to the complex and dynamic interplay among malignant cells and the defense system. This review aims to discuss the mechanisms that drive immunotherapy resistance and the innovative strategies implemented to overcome it in lung cancer.
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Affiliation(s)
- Fen Wang
- Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, School of Medicine, Guangdong Lung Cancer Institute, South China University of Technology, Guangzhou, China.,Shenzhen Key Laboratory of Gastrointestinal Cancer Translational Research, Department of Oncology, Cancer Institute of Shenzhen-PKU-HKUST Medical Center, Peking University Shenzhen Hospital, Shenzhen, China
| | - Shubin Wang
- Shenzhen Key Laboratory of Gastrointestinal Cancer Translational Research, Department of Oncology, Cancer Institute of Shenzhen-PKU-HKUST Medical Center, Peking University Shenzhen Hospital, Shenzhen, China
| | - Qing Zhou
- Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, School of Medicine, Guangdong Lung Cancer Institute, South China University of Technology, Guangzhou, China
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Zengin M, Karahan İ. The role of cancer-related inflammation for prediction of poor survival in postmenopausal female patients with stage II/III colon cancer. Int Immunopharmacol 2020; 85:106624. [PMID: 32492626 DOI: 10.1016/j.intimp.2020.106624] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2019] [Revised: 04/11/2020] [Accepted: 05/19/2020] [Indexed: 12/16/2022]
Abstract
OBJECTIVE Cancer-related inflammation (CRI) is thought to be a successful predictor of prognosis in colon cancers (CC), but opinions on how to use it are highly variable. In this study, the role of CRI cells in survival for CC patients was investigated by considering gender and menopausal status. METHODS 163 stage II/III CC patients who underwent curative surgery between 1995 and 2015 were included in the study. The relationship between CRI cells was examined using a standard methodology. RESULTS High neutrophil-lymphocyte ratio (NLR) had a better relationship with prognostic factors, especially in postmenopausal women (gender, p = 0.037, positive surgical margin, p = 0.001; MSI, p < 0.001; Crohn's-like reaction, p = 0.001, etc). Also, the reproducibility of the study was better in postmenopausal women (intra-observer agreement = 0.72, intra-class correlation = 0.722, correlation of estimates = 0.718). In univariate analysis, 5-year survival was worse in postmenopausal women with high NLR (OS, p = 0.001; RFS, p < 0.001). In multivariate analysis, high NLR was independently a worse biomarker for OS (hazard ratio [HR], 1.29; 95% CI, 1.18-2.12; p = 0.001) and RFS (HR, 1.30; 95% CI, 1.21-2.59; p < 0.001) in postmenopausal women. CONCLUSIONS NLR had an independent poor prognostic significance in postmenopausal female patients, and the use of a standard approach for methodology improved successful results.
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Affiliation(s)
- Mehmet Zengin
- Kırıkkale University, Faculty of Medicine, Department of Pathology, Kırıkkale, Turkey.
| | - İrfan Karahan
- Kırıkkale University, Faculty of Medicine, Department of Internal Medicine, Kırıkkale, Turkey
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Khadge S, Sharp JG, Thiele GM, McGuire TR, Talmadge JE. Fatty Acid Mediators in the Tumor Microenvironment. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2020; 1259:125-153. [PMID: 32578175 DOI: 10.1007/978-3-030-43093-1_8] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Patients with cancer frequently overexpress inflammatory cytokines with an associated neutrophilia both of which may be downregulated by diets with high omega-3 polyunsaturated fatty acids (ω-3 PUFA). The anti-inflammatory activity of dietary ω-3 PUFA has been suggested to have anticancer properties and to improve survival of cancer patients. Currently, the majority of dietary research efforts do not differentiate between obesity and dietary fatty acid consumption as mediators of inflammatory cell expansion and tumor microenvironmental infiltration, initiation, and progression. In this chapter, we discuss the relationships between dietary lipids, inflammation, neoplasia and strategies to regulate these relationships. We posit that dietary composition, notably the ratio of ω-3 vs. ω-6 PUFA, regulates tumor initiation and progression and the frequency and sites of metastasis that, together, impact overall survival (OS). We focus on three broad topics: first, the role of dietary lipids in chronic inflammation and tumor initiation, progression, and regression; second, lipid mediators linking inflammation and cancer; and third, dietary lipid regulation of murine and human tumor initiation, progression, and metastasis.
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Affiliation(s)
- Saraswoti Khadge
- Department of Pathology and Microbiology and Immunology, University of Nebraska Medical Center, Omaha, NE, USA.,Vanderbilt University, Nashville, TN, USA
| | - John Graham Sharp
- Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Omaha, NE, USA
| | - Geoffrey M Thiele
- Department of Pathology and Microbiology and Immunology, University of Nebraska Medical Center, Omaha, NE, USA.,Department of Internal Medicine, University of Nebraska Medical Center, Omaha, NE, USA.,Veteran Affairs Nebraska-Western Iowa Health Care System, Omaha, NE, USA
| | - Timothy R McGuire
- Department of Pharmacy Practice, University of Nebraska Medical Center, Omaha, NE, USA
| | - James E Talmadge
- Department of Pathology and Microbiology and Immunology, University of Nebraska Medical Center, Omaha, NE, USA. .,Department of Internal Medicine, University of Nebraska Medical Center, Omaha, NE, USA.
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Chan LF, Sadahiro S, Suzuki T, Okada K, Miyakita H, Yamamoto S, Kajiwara H. Tissue-Infiltrating Lymphocytes as a Predictive Factor for Recurrence in Patients with Curatively Resected Colon Cancer: A Propensity Score Matching Analysis. Oncology 2020; 98:680-688. [PMID: 32526753 DOI: 10.1159/000506706] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Accepted: 02/19/2020] [Indexed: 12/15/2022]
Abstract
BACKGROUND In patients with colorectal cancer, the rate of recurrence increases as the histologic stage progresses. However, the prediction of recurrence in individual patients is difficult. Many studies have reported on the relation between outcomes and tissue-infiltrating lymphocytes (TILs). The aim of our study was to clarify the relation between TILs and oncologic outcomes in patients with colon cancer using propensity score matching analysis. METHODS The study group comprised 513 patients with colon cancer who received curative resection. By using propensity score matching for sex, age, tumor location, T stage, N stage, histologic type, and adjuvant therapy as conventional prognostic factors, 61 patients with recurrence and 61 patients with no recurrence were selected. Hematoxylin-eosin staining and immunohistochemical staining using CD3, CD8, CD4, and FoxP3 were performed for lymphocytes in the primary tissue. The results were evaluated separately in the whole tumor, the central part, and the invasive margin. RESULTS The median follow-up period was 53 months. Among the 513 patients, 70 had recurrence and 443 had no recurrence. In the comparison of outcomes between the 61 patients with recurrence and the 61 patients with no recurrence, univariate analysis showed that the disease-free survival rate was significantly higher among the patients with positive TILs in the whole tumor and in the invasive margin (p = 0.016 and p = 0.012, respectively) and with CD8+ cells in the central part (p = 0.039) than among those with negative results. A multivariate analysis showed that TILs in the invasive margin (hazard ratio 1.81; 95% confidence interval, 1.03-3.05; p = 0.037) and CD8+ cell density in the central part (hazard ratio 1.76; 95% confidence interval, 1.07-2.93; p = 0.023) were prognostic factors that were independent from conventional prognostic factors. CONCLUSIONS In patients with curatively resected colon cancer, TILs in the invasive margin and CD8+ cell density in the central part may be prognostic factors suggesting host antitumor immune response.
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Affiliation(s)
- Lin Fung Chan
- Department of Surgery, School of Medicine, Tokai University, Isehara, Japan
| | - Sotaro Sadahiro
- Department of Surgery, School of Medicine, Tokai University, Isehara, Japan,
| | - Toshiyuki Suzuki
- Department of Surgery, School of Medicine, Tokai University, Isehara, Japan
| | - Kazutake Okada
- Department of Surgery, School of Medicine, Tokai University, Isehara, Japan
| | - Hiroshi Miyakita
- Department of Surgery, School of Medicine, Tokai University, Isehara, Japan
| | - Seiichiro Yamamoto
- Department of Surgery, School of Medicine, Tokai University, Isehara, Japan
| | - Hiroshi Kajiwara
- Department of Pathology, School of Medicine, Tokai University, Isehara, Japan
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Cole KE, Ly QP, Hollingsworth MA, Cox JL, Stromnes IM, Padussis JC, Foster JM, Vargas LM, Talmadge JE. Comparative phenotypes of peripheral blood and spleen cells from cancer patients. Int Immunopharmacol 2020; 85:106655. [PMID: 32521493 DOI: 10.1016/j.intimp.2020.106655] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2020] [Revised: 05/28/2020] [Accepted: 05/28/2020] [Indexed: 12/22/2022]
Abstract
Patients with resectable tumor, either in the body or the tail of the pancreas, and cancer patients with a primary tumor adjacent to the splenic vasculature frequently undergo a splenectomy as standard of care during resection. The spleen provides an unutilized source of lymphocytes with potential utility for adoptive cellular therapy (ACT). In this report, spleen and peripheral blood (PB) cells from cancer patients were compared to one another and normal PB by flow cytometry with a focus on CD8+ T-cells, memory phenotype, and their relative expression of checkpoint proteins including program death ligand-1 (PD1). PD1 is both an activation marker for T-cells including antigen (Ag) specific responses, as well as a marker of T-cell exhaustion associated with co-expression of other checkpoint molecules such as lymphocyte activating gene-3 (LAG-3) and T-cell immunoglobulin and mucin domain containing-3 (TIM-3). In summary, the spleen is a rich source of CD8+PD1+ T-cells, with an 8-fold higher frequency compared to the PB. These CD8+ T-cells are predominantly central and transitional memory T-cells with associated effector phenotypes and low expression of TIM-3 and LAG-3 with potential utility for ACT".
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Affiliation(s)
- Kathryn E Cole
- Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Quan P Ly
- Department of Surgery, University of Nebraska Medical Center, Omaha, NE 68198-4990, USA
| | - Michael A Hollingsworth
- Eppley Institute for Research in Cancer and Allied Diseases, University of Nebraska Medical Center, Omaha, NE 68198-5950, USA
| | - Jesse L Cox
- Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Ingunn M Stromnes
- Department of Microbiology and Immunology, University of Minnesota Medical School, Minneapolis, MN 55414, USA
| | - James C Padussis
- Department of Surgery, University of Nebraska Medical Center, Omaha, NE 68198-4990, USA
| | - Jason M Foster
- Department of Surgery, University of Nebraska Medical Center, Omaha, NE 68198-4990, USA
| | - Luciano M Vargas
- Department of Surgery, University of Nebraska Medical Center, Omaha, NE 68198-4990, USA
| | - James E Talmadge
- Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha, NE 68198, USA; Department of Internal Medicine, University of Nebraska Medical Center, Omaha, NE 68198, USA.
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Upregulation of LAGE3 correlates with prognosis and immune infiltrates in colorectal cancer: A bioinformatic analysis. Int Immunopharmacol 2020; 85:106599. [PMID: 32438075 DOI: 10.1016/j.intimp.2020.106599] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2020] [Revised: 05/10/2020] [Accepted: 05/11/2020] [Indexed: 02/08/2023]
Abstract
BACKGROUND Colorectal cancer (CRC) is the primary cause of cancer-related deaths worldwide. Identification of new CRC biomarkers is imperative to improve the prognosis and development of therapies against the disease. LAGE3 (L Antigen Family Member 3) functions as a tRNA modifier, although its potential role in CRC has not been fully elucidated. METHODS RNA-seq matrix and corresponding clinical information were downloaded from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) databases, then subjected to survival, enrichment, and tumor microenvironment analyses using packages implemented in R. RESULTS We found that LAGE3 was upregulated and significantly correlating with poor prognosis in multiple CRC cohorts. Additionally, multivariate Cox regression analysis revealed that LAGE3 was an independent prognostic factor in patients with CRC, whereas functional enrichment analysis indicated that it could regulate protein targeting, tRNA processing, and the PD-1/PD-L1 checkpoint pathway. Furthermore, CIBERSORT analysis indicated a negative relationship between LAGE3 and levels of infiltration for multiple immune cells, especially CD8 + T cells in CRC. Particularly, LAGE3 expression was inversely correlated with the expression of immune checkpoints as well as that of various immune cell types of signature genes. CONCLUSION Collectively, our results indicate that high LAGE3 expression correlates with adverse prognosis and poor immune infiltration in CRC patients.
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Hou Z, Liang X, Wang X, Zhou Z, Shi G. Myeloid-derived suppressor cells infiltration in non-small-cell lung cancer tumor and MAGE-A4 and NY-ESO-1 expression. Oncol Lett 2020; 19:3982-3992. [PMID: 32382343 PMCID: PMC7202317 DOI: 10.3892/ol.2020.11497] [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: 05/28/2019] [Accepted: 01/14/2020] [Indexed: 12/22/2022] Open
Abstract
Cancer/testis antigens melanoma-associated antigen 4 (MAGE-A4) and New York esophageal squamous cell carcinoma-1 (NY-ESO-1) are of clinical interest as biomarkers and present valuable targets for immunotherapy; however, they are poor prognostic markers in non-small cell lung cancer (NSCLC). In addition, myeloid derived suppressor cells (MDSCs) are recognized as a key element in tumor escape and progression. The aim of the present study was to investigate the diagnostic and prognostic value of MAGE-A4 and NY-ESO-1, and their association with MDSCs in NSCLC samples. The expression levels of MAGE-A4 and NY-ESO-1, and the infiltration of MDSCs (CD33+), were analyzed by immunohistochemistry of 67 tissue samples from patients with NSCLC. Overall, 58.33% of the NSCLC squamous cell carcinoma tissues and 94.7% of adenocarcinoma tissues were positive for MAGE-A4. NY-ESO-1 expression was observed in 52.78% of the squamous cell carcinoma tissues and 80% of the adenocarcinoma tissues. In primary adenocarcinoma tumor tissues, MAGE-A4 and NY-ESO-1 demonstrated a higher intensity of expression compared with the squamous cell carcinoma tissues. A total of 33 (91.7%) squamous cell carcinoma and 19 (95.0%) adenocarcinoma specimens were positive for CD33. The expression of MAGE-A4 and NY-ESO-1 antigens and infiltration of MDSCs was associated with poor prognosis of patients with NSCLC. Further studies investigating the association between these findings and underlying molecular mechanisms are required.
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Affiliation(s)
- Zhenbo Hou
- Department of Pathology, Zibo Central Hospital, Zibo, Shandong 255000, P.R. China
| | - Xiao Liang
- Department of Thoracic Surgery, Zibo Central Hospital, Zibo, Shandong 255000, P.R. China
| | - Xinmei Wang
- Department of Pathology, Zibo Central Hospital, Zibo, Shandong 255000, P.R. China
| | - Ziqiang Zhou
- Department of Pathology, Zibo Central Hospital, Zibo, Shandong 255000, P.R. China
| | - Guilan Shi
- Department of Immunology, School of Nursing, Zibo Vocational Institute, Zibo, Shandong 255314, P.R. China.,Frank Reidy Research Center for Bioelectrics, Old Dominion University, Norfolk, VA 23508, USA
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Molecular classification of breast cancer using the mRNA expression profiles of immune-related genes. Sci Rep 2020; 10:4800. [PMID: 32179831 PMCID: PMC7075995 DOI: 10.1038/s41598-020-61710-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2019] [Accepted: 03/02/2020] [Indexed: 01/03/2023] Open
Abstract
Breast cancer is the most lethal cancer in women and displaying a broad range of heterogeneity in terms of clinical, molecular behavior and response to therapy. Increasing evidence demonstrated that immune-related genes were an important source of prognostic information for several types of tumors. In this study, the k-mean clustering was applied to gene expression data from the immune-related genes, two molecular clusters were identified for 1980 breast cancer patients. The prognostic significance of the immune-related genes based classification was confirmed in the log-rank test. These clusters were also associated with immune checkpoints, immune-related features and tumor infiltrating levels. In addition, we used the shrunken centroid algorithm to predict the cluster of a given breast cancer sample, and good predictive results were obtained by this algorithm. These results indicated that the proposed classification method is a promising method, and we hope that this method may improve the treatment stratification of breast cancer in the future.
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Giannini R, Zucchelli G, Giordano M, Ugolini C, Moretto R, Ambryszewska K, Leonardi M, Sensi E, Morano F, Pietrantonio F, Cremolini C, Falcone A, Fontanini G. Immune Profiling of Deficient Mismatch Repair Colorectal Cancer Tumor Microenvironment Reveals Different Levels of Immune System Activation. J Mol Diagn 2020; 22:685-698. [PMID: 32173570 DOI: 10.1016/j.jmoldx.2020.02.008] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2019] [Revised: 12/20/2019] [Accepted: 02/10/2020] [Indexed: 12/17/2022] Open
Abstract
To understand the immune landscape of deficient mismatch repair colorectal cancer (dMMR CRC) tumor microenvironment, gene expression profiling was performed by the nCounter PanCancer Immune Profiling Panel. This study was conducted retrospectively on 89 dMMR-CRC samples. The expression of CD3, CD8, programmed death-1, and programmed death ligand-1 protein was evaluated on a subset of samples by immunohistochemistry, and lymphocyte density was calculated. A subset of deregulated genes was identified. Functional clustering analysis performed on these genes generated four main factors: antigen processing and presentation, with its major histocompatibility complex-II-related genes; genes correlated with the cytotoxic activity of immune system; T-cell chemotaxis/cell adhesion genes; and T-CD4+ regulator cell-related genes. A deregulation score (DS) was calculated for each sample. On the basis of their DS, tumors were then classified as COLD (DS ≤ -3) to select the samples with a strong down-regulation of the immune system and NOT COLD (DS ≥ -2). The COLD group of patients showed a worse prognosis in terms of survival considering all patients (P = 0.0172) and patients with metastatic disease (P = 0.0031). These results confirm that dMMR-CRCs do not constitute a homogeneous group as concerns the immune system activity of tumor microenvironment. In particular, the distinction between COLD and NOT COLD tumors may improve the management of these two subsets of patients.
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Affiliation(s)
- Riccardo Giannini
- Department of Surgical, Medical and Molecular Pathology and Critical Care Medicine, University of Pisa, Pisa, Italy
| | - Gemma Zucchelli
- Unit of Medical Oncology, Azienda Ospedaliero-Universitaria Pisana, Department of Translational Research and New Technologies in Medicine, University of Pisa, Pisa, Italy
| | - Mirella Giordano
- Department of Surgical, Medical and Molecular Pathology and Critical Care Medicine, University of Pisa, Pisa, Italy
| | - Clara Ugolini
- Unit of Anatomic Pathology 3, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy
| | - Roberto Moretto
- Unit of Medical Oncology, Azienda Ospedaliero-Universitaria Pisana, Department of Translational Research and New Technologies in Medicine, University of Pisa, Pisa, Italy
| | | | | | - Elisa Sensi
- Unit of Anatomic Pathology 3, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy
| | - Federica Morano
- Medical Oncology Department, Fondazione Istituti di Ricovero e Cura a Carattere Scientifico Istituto Nazionale dei Tumori di Milano, Milan, Italy
| | - Filippo Pietrantonio
- Medical Oncology Department, Fondazione Istituti di Ricovero e Cura a Carattere Scientifico Istituto Nazionale dei Tumori di Milano, Milan, Italy; Oncology and Hemato-Oncology Department, University of Milan, Milan, Italy
| | - Chiara Cremolini
- Unit of Medical Oncology, Azienda Ospedaliero-Universitaria Pisana, Department of Translational Research and New Technologies in Medicine, University of Pisa, Pisa, Italy
| | - Alfredo Falcone
- Unit of Medical Oncology, Azienda Ospedaliero-Universitaria Pisana, Department of Translational Research and New Technologies in Medicine, University of Pisa, Pisa, Italy
| | - Gabriella Fontanini
- Department of Surgical, Medical and Molecular Pathology and Critical Care Medicine, University of Pisa, Pisa, Italy.
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The Prognostic Implications of Tumor Infiltrating Lymphocytes in Colorectal Cancer: A Systematic Review and Meta-Analysis. Sci Rep 2020; 10:3360. [PMID: 32099066 PMCID: PMC7042281 DOI: 10.1038/s41598-020-60255-4] [Citation(s) in RCA: 160] [Impact Index Per Article: 40.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2019] [Accepted: 02/03/2020] [Indexed: 12/17/2022] Open
Abstract
Tumor-infiltrating lymphocytes (TILs) are an important histopathologic feature of colorectal cancer that confer prognostic information. Previous clinical and epidemiologic studies have found that the presence and quantification of tumor-infiltrating lymphocytes are significantly associated with disease-specific and overall survival in colorectal cancer. We performed a systematic review and meta-analysis, establishing pooled estimates for survival outcomes based on the presence of TILs in colon cancer. PubMed (Medline), Embase, Cochrane Library, Web of Science, and ClinicalTrials.gov were searched from inception to April 2017. Studies were included, in which the prognostic significance of intratumoral tumor infiltrating lymphocytes, as well as subsets of CD3, CD8, FOXP3, CD45R0 lymphocytes, were determined within the solid tumor center, the invasive margin, and tumor stroma. Random-effects models were calculated to estimated summary effects using hazard ratios. Forty-three relevant studies describing 21,015 patients were included in our meta-analysis. The results demonstrate that high levels of generalized TILS as compared to low levels had an improved overall survival (OS) with a HR of 0.65 (p = <0.01). In addition, histologically localized CD3+ T-cells at the tumor center were significantly associated with better disease-free survival (HR = 0.46, 95% CI 0.36–0.61, p = 0.05), and CD3 + cells at the invasive margin were associated with improved disease-free survival (HR = 0.57, 95% CI 0.38–0.86, p = 0.05). CD8+ T-cells at the tumor center had statistically significant prognostic value on cancer-specific survival and overall survival with HRs of 0.65 (p = 0.02) and 0.71 (p < 0.01), respectively. Lastly, FOXP3+ T-cells at the tumor center were associated with improved prognosis for cancer-specific survival (HR = 0.65, p < 0.01) and overall survival (HR = 0.70, p < 0.01). These findings suggest that TILs and specific TIL subsets serve as prognostic biomarkers for colorectal cancer.
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Pan QZ, Gu JM, Zhao JJ, Tang Y, Wang QJ, Zhu Q, Song MJ, Li YQ, He J, Chen SP, Weng DS, Xia JC. Retrospective analysis of the efficacy of cytokine-induced killer cell immunotherapy combined with first-line chemotherapy in patients with metastatic colorectal cancer. Clin Transl Immunology 2020; 9:e1113. [PMID: 32076550 PMCID: PMC7029432 DOI: 10.1002/cti2.1113] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2019] [Revised: 02/03/2020] [Accepted: 02/03/2020] [Indexed: 12/14/2022] Open
Abstract
Objectives Fluoropyrimidine‐based chemotherapy regimens are the current first‐line treatment for metastatic colorectal cancer (mCRC); however, the outcome is often unsatisfactory. The present study aimed to determine the effect of combined cytokine‐induced killer (CIK) cell immunotherapy and first‐line chemotherapy in patients with mCRC. Methods This retrospective study included 252 patients with mCRC treated with first‐line chemotherapy. Among them, 126 patients received first‐line chemotherapy only (control group), while the other 126 patients, with similar demographic and clinical characteristics, received CIK cell immunotherapy combined with first‐line chemotherapy (CIK group). Overall survival (OS) and progression‐free survival (PFS) were compared between the two groups using the Kaplan–Meier method. Results The median OS for the CIK group was 54.7 versus 24.1 months for the controls, and the median PFS for the CIK group was 25.7 versus 14.6 months for the controls. Univariate and multivariate analyses indicated that CIK cell treatment was an independent prognostic factor for patients' OS and PFS. Subgroup analyses showed that CIK cell treatment significantly improved the OS and PFS of patients with metastatic colon cancer, but not those with metastatic rectal cancer. Additionally, the change in CD3+CD56+ subsets after the fourth treatment cycle might be an indicator of successful CIK cell treatment: Patients with increased CD3+CD56+ subsets had better survival than those with decreased CD3+CD56+ subsets. Conclusion Cytokine‐induced killer cell immunotherapy combined with first‐line chemotherapy could significantly improve the OS and PFS of patients with mCRC, particularly for patients with metastatic colon cancer.
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Affiliation(s)
- Qiu-Zhong Pan
- State Key Laboratory of Oncology in South China Collaborative Innovation Center for Cancer Medicine Sun Yat-Sen University Cancer Center Guangzhou China.,Department of Biotherapy Sun Yat-Sen University Cancer Center Guangzhou China
| | - Jia-Mei Gu
- State Key Laboratory of Oncology in South China Collaborative Innovation Center for Cancer Medicine Sun Yat-Sen University Cancer Center Guangzhou China.,Department of Biotherapy Sun Yat-Sen University Cancer Center Guangzhou China
| | - Jing-Jing Zhao
- State Key Laboratory of Oncology in South China Collaborative Innovation Center for Cancer Medicine Sun Yat-Sen University Cancer Center Guangzhou China.,Department of Biotherapy Sun Yat-Sen University Cancer Center Guangzhou China
| | - Yan Tang
- State Key Laboratory of Oncology in South China Collaborative Innovation Center for Cancer Medicine Sun Yat-Sen University Cancer Center Guangzhou China.,Department of Biotherapy Sun Yat-Sen University Cancer Center Guangzhou China
| | - Qi-Jing Wang
- Department of Biotherapy Sun Yat-Sen University Cancer Center Guangzhou China
| | - Qian Zhu
- State Key Laboratory of Oncology in South China Collaborative Innovation Center for Cancer Medicine Sun Yat-Sen University Cancer Center Guangzhou China
| | - Meng-Jia Song
- State Key Laboratory of Oncology in South China Collaborative Innovation Center for Cancer Medicine Sun Yat-Sen University Cancer Center Guangzhou China
| | - Yong-Qiang Li
- Department of Biotherapy Sun Yat-Sen University Cancer Center Guangzhou China
| | - Jia He
- Department of Biotherapy Sun Yat-Sen University Cancer Center Guangzhou China
| | - Shi-Ping Chen
- Department of Biotherapy Sun Yat-Sen University Cancer Center Guangzhou China
| | - De-Sheng Weng
- State Key Laboratory of Oncology in South China Collaborative Innovation Center for Cancer Medicine Sun Yat-Sen University Cancer Center Guangzhou China.,Department of Biotherapy Sun Yat-Sen University Cancer Center Guangzhou China
| | - Jian-Chuan Xia
- State Key Laboratory of Oncology in South China Collaborative Innovation Center for Cancer Medicine Sun Yat-Sen University Cancer Center Guangzhou China.,Department of Biotherapy Sun Yat-Sen University Cancer Center Guangzhou China
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