1
|
Shkurupii B, Zakhartseva L. PROGNOSTIC VALUE OF THE DENSITY OF TUMOR-INFILTRATING LYMPHOCYTES AND ITS ASSOCIATION WITH CLINICAL-MORPHOLOGICAL FEATURES OF COLON ADENOCARCINOMAS. Exp Oncol 2024; 46:45-52. [PMID: 38852053 DOI: 10.15407/exp-oncology.2024.01.045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Indexed: 06/10/2024]
Abstract
AIM To study the prognostic value of the density of tumor-infiltrating lymphocytes (TILs) and its association with other clinical-morphological parameters in colon adenocarcinomas (CAC). MATERIALS AND METHODS 236 CAC samples were examined. TILs density was estimated as the percentage of tumor stromal area occupied by TILs. By the index of TILs density, the patients were divided into 3 groups: TILs 0-9% (n = 88); TILs 10-39% (n = 106); TILs > 40% (n = 42). Dependent on this index, their overall survival (OS) was analyzed. RESULTS Kaplan - Meier curves revealed a significant (p < 0.001) difference in the OS for patients with different TILs infiltration intensities. Multivariate Cox's proportional hazard regression model analysis has confirmed that patients with moderate TILs density (HR 0.57, 95% CI 0.34-0.96, p = 0.035) had better OS rates compared to low TILs density. TILs were associated with the stage (p < 0.001), lymph node metastasis pN (p < 0.001), distant metastasis M (p < 0.001), and the patient's outcome (p < 0.001). CONCLUSION TILs can be considered an additional prognostic tool during regular histological examination and are strongly associated with the most significant clinical-morphological features of CAC.
Collapse
Affiliation(s)
- B Shkurupii
- Bogomolets National Medical University, Kyiv, Ukraine
| | - L Zakhartseva
- Bogomolets National Medical University, Kyiv, Ukraine
- Kyiv City Oncology Hospital, Kyiv, Ukraine
| |
Collapse
|
2
|
Wang ZT, Deng ZM, Dai FF, Yuan MQ, Liu SY, Li BS, Cheng YX. Tumor immunity: A brief overview of tumor‑infiltrating immune cells and research advances into tumor‑infiltrating lymphocytes in gynecological malignancies (Review). Exp Ther Med 2024; 27:166. [PMID: 38476909 PMCID: PMC10928974 DOI: 10.3892/etm.2024.12453] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Accepted: 01/03/2023] [Indexed: 03/14/2024] Open
Abstract
Tumor immunity is a promising topic in the area of cancer therapy. The 'soil' function of the tumor microenvironment (TME) for tumor growth has attracted wide attention from scientists. Tumor-infiltrating immune cells in the TME, especially the tumor-infiltrating lymphocytes (TILs), serve a key role in cancer. Firstly, relevant literature was searched in the PubMed and Web of Science databases with the following key words: 'Tumor microenvironment'; 'TME'; 'tumor-infiltrating immunity cells'; 'gynecologic malignancies'; 'the adoptive cell therapy (ACT) of TILs'; and 'TIL-ACT' (https://pubmed.ncbi.nlm.nih.gov/). According to the title and abstract of the articles, relevant items were screened out in the preliminary screening. The most relevant selected items were of two types: All kinds of tumor-infiltrating immune cells; and advanced research on TILs in gynecological malignancies. The results showed that the subsets of TILs were various and complex, while each subpopulation influenced each other and their effects on tumor prognosis were diverse. Moreover, the related research and clinical trials on TILs were mostly concentrated in melanoma and breast cancer, but relatively few focused on gynecological tumors. In conclusion, the present review summarized the biological classification of TILs and the mechanisms of their involvement in the regulation of the immune microenvironment, and subsequently analyzed the development of tumor immunotherapy for TILs. Collectively, the present review provides ideas for the current treatment dilemma of gynecological tumor immune checkpoints, such as adverse reactions, safety, personal specificity and efficacy.
Collapse
Affiliation(s)
- Zi-Tao Wang
- Department of Obstetrics and Gynecology, Renmin Hospital of Wuhan University, Wuhan, Hubei 430060, P.R. China
| | - Zhi-Min Deng
- Department of Obstetrics and Gynecology, Renmin Hospital of Wuhan University, Wuhan, Hubei 430060, P.R. China
| | - Fang-Fang Dai
- Department of Obstetrics and Gynecology, Renmin Hospital of Wuhan University, Wuhan, Hubei 430060, P.R. China
| | - Meng-Qin Yuan
- Department of Obstetrics and Gynecology, Renmin Hospital of Wuhan University, Wuhan, Hubei 430060, P.R. China
| | - Shi-Yi Liu
- Department of Obstetrics and Gynecology, Renmin Hospital of Wuhan University, Wuhan, Hubei 430060, P.R. China
| | - Bing-Shu Li
- Department of Obstetrics and Gynecology, Renmin Hospital of Wuhan University, Wuhan, Hubei 430060, P.R. China
| | - Yan-Xiang Cheng
- Department of Obstetrics and Gynecology, Renmin Hospital of Wuhan University, Wuhan, Hubei 430060, P.R. China
| |
Collapse
|
3
|
Ferri-Borgogno S, Burks JK, Seeley EH, McKee TD, Stolley DL, Basi AV, Gomez JA, Gamal BT, Ayyadhury S, Lawson BC, Yates MS, Birrer MJ, Lu KH, Mok SC. Molecular, Metabolic, and Subcellular Mapping of the Tumor Immune Microenvironment via 3D Targeted and Non-Targeted Multiplex Multi-Omics Analyses. Cancers (Basel) 2024; 16:846. [PMID: 38473208 PMCID: PMC10930466 DOI: 10.3390/cancers16050846] [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: 02/07/2024] [Revised: 02/16/2024] [Accepted: 02/17/2024] [Indexed: 03/14/2024] Open
Abstract
Most platforms used for the molecular reconstruction of the tumor-immune microenvironment (TIME) of a solid tumor fail to explore the spatial context of the three-dimensional (3D) space of the tumor at a single-cell resolution, and thus lack information about cell-cell or cell-extracellular matrix (ECM) interactions. To address this issue, a pipeline which integrated multiplex spatially resolved multi-omics platforms was developed to identify crosstalk signaling networks among various cell types and the ECM in the 3D TIME of two FFPE (formalin-fixed paraffin embedded) gynecologic tumor samples. These platforms include non-targeted mass spectrometry imaging (glycans, metabolites, and peptides) and Stereo-seq (spatial transcriptomics) and targeted seqIF (IHC proteomics). The spatially resolved imaging data in a two- and three-dimensional space demonstrated various cellular neighborhoods in both samples. The collection of spatially resolved analytes in a voxel (3D pixel) across serial sections of the tissue was also demonstrated. Data collected from this analytical pipeline were used to construct spatial 3D maps with single-cell resolution, which revealed cell identity, activation, and energized status. These maps will provide not only insights into the molecular basis of spatial cell heterogeneity in the TIME, but also novel predictive biomarkers and therapeutic targets, which can improve patient survival rates.
Collapse
Affiliation(s)
- Sammy Ferri-Borgogno
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA (K.H.L.)
| | - Jared K. Burks
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (D.L.S.); (A.V.B.); (J.A.G.)
| | - Erin H. Seeley
- Department of Chemistry, The University of Texas at Austin, Austin, TX 78712, USA;
| | - Trevor D. McKee
- Pathomics, Inc., Toronto, ON M4C 3K2, Canada; (T.D.M.); (S.A.)
| | - Danielle L. Stolley
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (D.L.S.); (A.V.B.); (J.A.G.)
| | - Akshay V. Basi
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (D.L.S.); (A.V.B.); (J.A.G.)
| | - Javier A. Gomez
- Department of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (D.L.S.); (A.V.B.); (J.A.G.)
| | - Basant T. Gamal
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA (K.H.L.)
| | | | - Barrett C. Lawson
- Department of Anatomical Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Melinda S. Yates
- Department of Pathology and Laboratory Medicine, The University of North Carolina, Chapel Hill, NC 27599, USA
| | - Michael J. Birrer
- Winthrop P. Rockefelle Cancer Institute, The University of Arkanasas for Medical Sciences, Little Rock, AR 72205, USA
| | - Karen H. Lu
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA (K.H.L.)
| | - Samuel C. Mok
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA (K.H.L.)
| |
Collapse
|
4
|
Zhu C, Du Y, Huai Q, Fang N, Xu W, Yang J, Li X, Zhang Y, Zhang X, Dai H, Li X, Wang H, Dai Y. The Identification of Gamma-Glutamyl Hydrolase in Uterine Corpus Endometrial Carcinoma: a Predictive Model and Machine Learning. Reprod Sci 2024; 31:532-549. [PMID: 37798609 DOI: 10.1007/s43032-023-01363-0] [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: 04/11/2023] [Accepted: 09/14/2023] [Indexed: 10/07/2023]
Abstract
BACKGROUND Poor neoplastic differentiation contributes to the rapid progression of uterine corpus endometrial carcinoma (UCEC). Thus, it is essential to identify candidate genes, clarifying the carcinogenesis and progression of UCEC. METHODS We screened genes that affect differentiation and prognosis in UCEC. Least absolute selection and shrinkage operator (LASSO) regression, univariate Cox, and multivariate Cox proportional risk regression analyses were performed to screen out γ-glutamyl hydrolase (GGH) as the candidate gene. The clinical value of GGH on prognosis was evaluated. The relationship between GGH and immune infiltration was assessed by CIBERSORT, EPIC, ssGSEA, unsupervised clustering and immunohistochemistry (IHC). Additionally, we investigated the effect of GGH knockdown in vitro. RESULTS Among the GGH, CDKN2A, and SIX1 genes, the impact of GGH was predominant on immune infiltration in UCEC. A nomogram containing GGH and other clinical features showed good predictive performance via curve analysis (DCA). In the functional analysis, GGH affected differentiation, tumour proliferation, and immune regulation. The immunosuppressive components were enriched in the GGH-high group, with poor immunotherapy efficacy. The study suggests that GGH may influence the progression of UCEC by regulating the glycolytic process. CONCLUSIONS GGH is closely associated with various immune cell infiltrations. Our study demonstrates the prognostic role of GGH in carcinogenesis in UCEC.
Collapse
Affiliation(s)
- Cheng Zhu
- Department of Medical Oncology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, China
| | - Yishan Du
- Department of Geriatrics, Affiliated Provincial Hospital of Anhui Medical University, Hefei, 230001, China
| | - Qian Huai
- Department of Medical Oncology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, China
| | - Nana Fang
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, Hefei, 230032, China
| | - Wentao Xu
- Department of Medical Oncology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, China
| | - Jing Yang
- Department of Breast Surgery, Department of General Surgery, First Affiliated Hospital of Anhui Medical University, Hefei, 230036, China
| | - Xingyu Li
- Department of Medical Oncology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, China
| | - Yanyan Zhang
- Department of Medical Oncology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, China
| | - Xu Zhang
- Department of Medical Oncology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, China
| | - Hanren Dai
- Department of Medical Oncology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, China
| | - Xiaolei Li
- Department of Medical Oncology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, China.
| | - Hua Wang
- Department of Medical Oncology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, China.
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, Hefei, 230032, China.
| | - Ying Dai
- Department of Medical Oncology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, China.
| |
Collapse
|
5
|
Wei Y, Zhao X, Tang H, Ma J, Wang Y, Li L. SIM2: Its Prognostic Significance and Oncogenic Role in Endometrial Carcinoma. Onco Targets Ther 2024; 17:45-61. [PMID: 38292061 PMCID: PMC10826595 DOI: 10.2147/ott.s440788] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Accepted: 01/09/2024] [Indexed: 02/01/2024] Open
Abstract
Background Endometrial carcinoma ranks as the second most widespread malignancy affecting the reproductive system in females. Effective prognostic biomarkers are required to further improve survival rates for patients. Single-minded homolog 2 (SIM2) is known to participate in neurogenesis as a transcription factor. However, the potential role of SIM2 in endometrial carcinoma remains elusive. Methods Multiple public databases, including TIMER2.0, GEIPA2, UALCAN, LinkedOmics, BioGRID, DAVID and cBioPortal, were used to investigate SIM2 mRNA expression, SIM2-associated genes, PPI network, functional enrichment analysis, SIM2 gene alterations and methylation. The association between SIM2 expression and immune cell infiltrates was explored using GSVA. The effects of gene alterations and methylation on patient survival and CD8+T infiltration were examined using GSCA. Moreover, the prognostic potential of SIM2 was evaluated using COX regression, ROC curves and a nomogram model. Finally, the differential expression and function of SIM2 in UCEC were explored using qPCR, WB, CCK8 and Transwell assays. Results Our findings revealed the heightened expression of SIM2 in endometrial carcinoma, and that its DNA methylation and CNV alterations were correlated with immune infiltration and patients' prognosis. Additionally, functional enrichment revealed the involvement of SIM2 in transcription regulation and signal transduction. Moreover, we performed cell-based experiments to corroborate the oncogenic function of SIM2 in facilitating cell proliferation, migration and invasion. Conclusion Collectively, these results suggest that SIM2 holds promise as both a potential prognostic indicator and a viable treatment target for endometrial carcinoma.
Collapse
Affiliation(s)
- Yunfang Wei
- Department of Obstetrics & Gynecology, Shanghai Seventh People’s Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, 200137, People’s Republic of China
| | - Xianlei Zhao
- Department of Obstetrics & Gynecology, Shanghai Seventh People’s Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, 200137, People’s Republic of China
| | - Hong Tang
- Department of Obstetrics & Gynecology, Shanghai Seventh People’s Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, 200137, People’s Republic of China
| | - Jin Ma
- Department of Obstetrics & Gynecology, Shanghai Seventh People’s Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, 200137, People’s Republic of China
| | - Yongfeng Wang
- Department of Obstetrics & Gynecology, Shanghai Seventh People’s Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, 200137, People’s Republic of China
| | - Linxia Li
- Department of Obstetrics & Gynecology, Shanghai Seventh People’s Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, 200137, People’s Republic of China
| |
Collapse
|
6
|
Wang Y, Wu XT, Chen J. CD169 Expression in Lymph Nodes is Associated with Increased Infiltration of CD8 + T Cells in Tumors: A Systematic Review and Meta-Analysis. J Immunol Res 2024; 2024:8873767. [PMID: 38250298 PMCID: PMC10798834 DOI: 10.1155/2024/8873767] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Revised: 11/10/2023] [Accepted: 12/16/2023] [Indexed: 01/23/2024] Open
Abstract
The density of CD169+ macrophages has been reported to positively correlate with the number of CD8+ T cells, although this remains controversial. To better understand this topic, we conducted a meta-analysis. We searched the PubMed, Medline, and Web of Science databases for studies that were published before May 2022 and performed a meta-analysis of the incidence of low and high CD169 expression in groups based on CD8 expression using the random-effects model. A total of 10 studies were included in the meta-analysis. The incidence of high CD169 expression in lymph nodes was significantly lower than that of low CD169 expression in the low CD8 expression group (odds ratio (OR): 0.76, 95% confidence interval (CI): 0.6, 0.96); however, the incidence of high CD169 expression in lymph nodes was higher than that of low CD169 expression in the high CD8 expression group (OR: 1.50, 95% CI: 1.08, 2.07). We also found that the expression of CD169 in tumors was lower than that in nontumor tissues (standardized mean difference: -5.29, 95% CI: -7.47, -3.11). The overall survival and hazard ratio of patients with high and low CD169 expression was 0.45 (95% CI: 0.37, 0.55). This analysis showed that high CD169 expression was associated with a high CD8 expression, and low CD169 expression was associated with low CD8 expression. The risk of death was 55% lower for patients with high CD169 expression, and high CD169 expression may be associated with favorable survival outcomes in cancer patients. However, the number and heterogeneity of the studies should be taken into consideration when evaluating the analysis. High-quality randomized controlled trials on the association between CD169 and CD8 expression are needed to verify these effects.
Collapse
Affiliation(s)
- Yong Wang
- Department of Gastrointestinal Surgery, West China Hospital, Sichuan University, Chengdu, China
| | - Xiao-Ting Wu
- Department of Gastrointestinal Surgery, West China Hospital, Sichuan University, Chengdu, China
| | - Jing Chen
- Healthcare-Associated Infection Control Center, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China
| |
Collapse
|
7
|
Mao M, Jiang F, Han R, Xiang Y. Identification of the prognostic immune subtype in copy-number high endometrial cancer. J Gynecol Oncol 2024; 35:e8. [PMID: 37857563 PMCID: PMC10792215 DOI: 10.3802/jgo.2024.35.e8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Revised: 08/21/2023] [Accepted: 09/04/2023] [Indexed: 10/21/2023] Open
Abstract
OBJECTIVE The TCGA molecular subtype of endometrial cancer (EC) is widely applied, among which the copy-number high (CNH) subtype has the poorest prognosis. However, the heterogeneity of this subtype remains elusive. In this study, we aimed to identify heterogeneous immune subtypes in CNH EC and explore their prognostic significance. METHODS We collected 60 CNH EC cases in the TCGA database and performed unsupervised cluster analysis based on the enrichment scores of immune-related gene signatures to identify immune subtypes. We described their immune characteristics and prognoses and conducted differential gene analysis and lasso regression to identify a prognostic biomarker, GZMM. For experimental validation, we performed immunohistochemical staining of GZMM in 39 p53-positive EC surgical samples. RESULTS We defined two immune subtypes, immune-hot (IH) and immune-cold (IC), which differed in immune cell infiltration, cytokine and chemokine expression and prognosis. The IH subtype has significantly stronger immune activation than the IC subtype, showing a significant infiltration of immune effector cells and high expression of relevant chemokines, with better prognosis. Moreover, the immunohistochemical staining of GZMM in a cohort of 39 p53-positive EC surgical samples confirmed GZMM as a unique prognostic biomarker, with high expression in both tumor cells and lymphocytes predicting a better prognosis. CONCLUSION Our study revealed heterogeneous immune subtypes in CNH EC and identified GZMM as a prognostic biomarker. The stratified classification strategy combining molecular and immune subtypes provides valuable insights for future clinical practice.
Collapse
Affiliation(s)
- Mingyi Mao
- Department of Obstetrics and Gynecology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, National Clinical Research Center for Obstetric & Gynecologic Diseases, Beijing, China
| | - Fang Jiang
- Department of Obstetrics and Gynecology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, National Clinical Research Center for Obstetric & Gynecologic Diseases, Beijing, China.
| | - Ruiqin Han
- State Key Laboratory of Medical Molecular Biology, Department of Biochemistry and Molecular Biology, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yang Xiang
- Department of Obstetrics and Gynecology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, National Clinical Research Center for Obstetric & Gynecologic Diseases, Beijing, China
| |
Collapse
|
8
|
Zhang L, Zhu Q, Zhao Q, Lin X, Song H, Liu H, Zhu G, Lu S, Cao B. Tumor-infiltrating immune cell score as an independent prognostic predictor for endometrial carcinoma: Insights from a comprehensive analysis of the immune landscape. Cancer Rep (Hoboken) 2024; 7:e1939. [PMID: 38017652 PMCID: PMC10809205 DOI: 10.1002/cnr2.1939] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Revised: 10/20/2023] [Accepted: 11/12/2023] [Indexed: 11/30/2023] Open
Abstract
BACKGROUND Immune cells are crucial components in the tumor microenvironment and have a significant impact on the outcomes of patients. AIMS Here, we aimed to establish a prognostic score based on different types of tumor-infiltrating immune cells for Endometrial Carcinoma (EC). METHODS AND RESULTS We enrolled and analyzed 516 EC patients from The Cancer Genome Atlas. The relative abundance of 22 immune cells were estimated by using the CIBERSORTx algorithm. Cox regression was performed to identify potential prognostic immune cells, which were used to develop a Tumor-infiltrating Immune Cell Score (TICS). The prognostic and incremental value of TICS for overall survival were compared with traditional prognostic factors using the C-index and decision curves. Clustering analysis using all immune cells identified three immune landscape subtypes, which had weak correlation with survival. A TICS was constructed using CD8T cells, resting memory CD4 T cells, activated NK and activated DCs, and classified patients as low-, moderate- and high-risk subgroups. The low-risk subgroup had higher tumor mutation burden and activation of IL2/STAT5, IL2/STAT3 and IFN-gamma response pathways. Conversely, the high-risk subgroup was associated with DNA copy number variation, hypoxia and EMT process. The TICS subgroups significantly predicted overall survival, which was independent of patient age, tumor stage, grade and molecular classification. Moreover, we developed a nomogram incorporating TICS and clinicopathologic factors, which significantly improved the predictive accuracy compared to the clinicopathologic model alone. CONCLUSION The TICS is an effective and independent prognostic predictor for EC patients and may serve as a useful supplement to clinicopathological factors and molecular subtyping.
Collapse
Affiliation(s)
- Liping Zhang
- Department of Clinical Laboratory, Sichuan Provincial Maternity and Child Health Care Hospital, Affiliated Women's and Children's Hospital of Chengdu Medical CollegeChengdu Medical CollegeChengduChina
| | - Qiaoying Zhu
- Department of Clinical Laboratory, Sichuan Provincial Maternity and Child Health Care Hospital, Affiliated Women's and Children's Hospital of Chengdu Medical CollegeChengdu Medical CollegeChengduChina
| | - Qi Zhao
- Department of Biobank, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer CenterUniversity of Electronic Science and Technology of ChinaChengduChina
| | - Xueping Lin
- Department of Clinical Laboratory, Sichuan Provincial Maternity and Child Health Care Hospital, Affiliated Women's and Children's Hospital of Chengdu Medical CollegeChengdu Medical CollegeChengduChina
| | - Hui Song
- Department of Clinical Laboratory, Sichuan Provincial Maternity and Child Health Care Hospital, Affiliated Women's and Children's Hospital of Chengdu Medical CollegeChengdu Medical CollegeChengduChina
| | - Hong Liu
- Department of Gynecologic Oncology, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer CenterUniversity of Electronic Science and Technology of ChinaChengduChina
| | - Guiquan Zhu
- State Key Laboratory of Oral Diseases, National Clinical Research Centre for Oral Diseases, Department of Head and Neck Oncology, West China Hospital of StomatologySichuan UniversityChengduChina
| | - Shun Lu
- Radiation Oncology Key Laboratory of Sichuan Province, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer CenterUniversity of Electronic Science and Technology of ChinaChengduChina
| | - Bangrong Cao
- Department of Biobank, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer CenterUniversity of Electronic Science and Technology of ChinaChengduChina
- Radiation Oncology Key Laboratory of Sichuan Province, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer CenterUniversity of Electronic Science and Technology of ChinaChengduChina
| |
Collapse
|
9
|
Morańska K, Englert-Golon M, Durda-Masny M, Sajdak S, Grabowska M, Szwed A. Why Does Your Uterus Become Malignant? The Impact of the Microbiome on Endometrial Carcinogenesis. Life (Basel) 2023; 13:2269. [PMID: 38137870 PMCID: PMC10744771 DOI: 10.3390/life13122269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Revised: 11/22/2023] [Accepted: 11/25/2023] [Indexed: 12/24/2023] Open
Abstract
The aim of this review was to describe the uterine microbiome composition that has been analyzed so far and describe potential pathways in the carcinogenesis of the endometrium. The microbiome in the uterine environment is involved in apoptosis and proliferation during the menstruation cycle, pregnancy maintenance, and immune system support. However, bacteria in the uterus could stimulate inflammation, which when chronic results in malignancy. An altered gut microbiota initiates an inflammatory response through microorganism-associated molecular patterns, which leads to intensified steroidogenesis in the ovaries and cancers. Moreover, intestinal bacteria secreting the enzyme β-glucuronidase may increase the level of circulating estrogen and, as a result, be influential in gynecological cancers. Both the uterine and the gut microbiota play a pivotal role in immune modulation, which is why there is a demand for further investigation from both the diagnostic and the therapeutic perspectives.
Collapse
Affiliation(s)
- Katarzyna Morańska
- Institute of Human Biology and Evolution, Faculty of Biology, Adam Mickiewicz University, Uniwersytetu Poznanskiego 6, 61-614 Poznan, Poland (A.S.)
| | - Monika Englert-Golon
- Department of Gynaecology Obstetrics and Gynaecological Oncology, Division of Gynecological Surgery, Poznan University of Medical Sciences, 60-535 Poznan, Poland
| | - Magdalena Durda-Masny
- Institute of Human Biology and Evolution, Faculty of Biology, Adam Mickiewicz University, Uniwersytetu Poznanskiego 6, 61-614 Poznan, Poland (A.S.)
| | - Stefan Sajdak
- Department of Gynaecology Obstetrics and Gynaecological Oncology, Division of Gynecological Surgery, Poznan University of Medical Sciences, 60-535 Poznan, Poland
| | - Marlena Grabowska
- Department of Gynaecology Obstetrics and Gynaecological Oncology, Division of Gynecological Surgery, Poznan University of Medical Sciences, 60-535 Poznan, Poland
| | - Anita Szwed
- Institute of Human Biology and Evolution, Faculty of Biology, Adam Mickiewicz University, Uniwersytetu Poznanskiego 6, 61-614 Poznan, Poland (A.S.)
| |
Collapse
|
10
|
Dey DK, Krause D, Rai R, Choudhary S, Dockery LE, Chandra V. The role and participation of immune cells in the endometrial tumor microenvironment. Pharmacol Ther 2023; 251:108526. [PMID: 37690483 DOI: 10.1016/j.pharmthera.2023.108526] [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: 04/24/2023] [Revised: 08/28/2023] [Accepted: 08/30/2023] [Indexed: 09/12/2023]
Abstract
The tumor microenvironment is surrounded by blood vessels and consists of malignant, non-malignant, and immune cells, as well as signalling molecules, which primarily affect the therapeutic response and curative effects of drugs in clinical studies. Tumor-infiltrating immune cells participate in tumor progression, impact anticancer therapy, and eventually lead to the development of immune tolerance. Immunotherapy is evolving as a promising therapeutic intervention to stimulate and activate the immune system to suppress cancer cell growth. Endometrial cancer (EC) is an immunogenic disease, and in recent years, immunotherapy has shown benefit in the treatment of recurrent and advanced EC. This review discusses the key molecular pathways associated with the intra-tumoral immune response and the involvement of circulatory signalling molecules. Specific immunologic signatures in EC which offer targets for immunomodulating agents, are also discussed. We have summarized the available literature in support of using immunotherapy in EC. Lastly, we have also discussed ongoing clinical trials that may offer additional promising immunotherapy options in the future. The manuscript also explored innovative approaches for screening and identifying effective drugs, and to reduce the financial burdens for the development of personalized treatment strategies. Collectively, we aim to provide a comprehensive review of the role of immune cells and the tumor microenvironment in the development, progression, and treatment of EC.
Collapse
Affiliation(s)
- Debasish Kumar Dey
- Gynecologic Oncology Section, Obstetrics and Gynecology Department, Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Danielle Krause
- Gynecologic Oncology Section, Obstetrics and Gynecology Department, Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Rajani Rai
- Gynecologic Oncology Section, Obstetrics and Gynecology Department, Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Swati Choudhary
- Gynecologic Oncology Section, Obstetrics and Gynecology Department, Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Lauren E Dockery
- Gynecologic Oncology Section, Obstetrics and Gynecology Department, Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Vishal Chandra
- Gynecologic Oncology Section, Obstetrics and Gynecology Department, Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA.
| |
Collapse
|
11
|
Zhang C, Wang M, Wu Y. Features of the immunosuppressive tumor microenvironment in endometrial cancer based on molecular subtype. Front Oncol 2023; 13:1278863. [PMID: 37927462 PMCID: PMC10622971 DOI: 10.3389/fonc.2023.1278863] [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: 08/17/2023] [Accepted: 10/09/2023] [Indexed: 11/07/2023] Open
Abstract
Endometrial cancer (EC) is one of the three most prevalent gynecological tumors affecting women and is the most prevalent gynecological malignancy in the developed world. Its incidence is rapidly increasing worldwide, mostly affecting postmenopausal women, whereas recently its prevalence has increased in younger people. EC is an immune gene disease and many studies have shown that the tumor-immunosuppressive microenvironment plays an important role in cancer progression. In recent years, findings regarding the immunosuppressive tumor microenvironment (ITME) of EC have included immune evasion mechanisms and immunotherapy, which are mostly immune checkpoint inhibitors (ICI) for EC. Recently studies on the ITME of different molecular types of EC have found that different molecular types may have different ITME. With the research on the immune microenvironment of EC, a new immunophenotype classification based on the immune microenvironment has been carried out in recent years. However, the impact of the ITME on EC remains unclear, and the immunophenotype of EC remains limited to the research stage. Our review describes recent findings regarding the ITME features of different EC molecular types. The advent of immunotherapy has brought hope for improved efficacy and prognosis in patients with advanced or recurrent EC. The efficacy and safety of ICIs combination therapy remains the focus of future research.
Collapse
Affiliation(s)
- Chong Zhang
- Departments of Obstetrics, Beijing You’an Hospital of Capital Medical University, Beijing, China
| | - Ming Wang
- Department of Gynecologic Oncology, Beijing Obstetrics and Gynecology Hospital, Capital Medical University, Beijing Maternal and Child Health Care Hospital, Beijing, China
| | - Yumei Wu
- Department of Gynecologic Oncology, Beijing Obstetrics and Gynecology Hospital, Capital Medical University, Beijing Maternal and Child Health Care Hospital, Beijing, China
| |
Collapse
|
12
|
Margul D, Yu C, AlHilli MM. Tumor Immune Microenvironment in Gynecologic Cancers. Cancers (Basel) 2023; 15:3849. [PMID: 37568665 PMCID: PMC10417375 DOI: 10.3390/cancers15153849] [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: 06/07/2023] [Revised: 07/23/2023] [Accepted: 07/24/2023] [Indexed: 08/13/2023] Open
Abstract
Gynecologic cancers have varying response rates to immunotherapy due to the heterogeneity of each cancer's molecular biology and features of the tumor immune microenvironment (TIME). This article reviews key features of the TIME and its role in the pathophysiology and treatment of ovarian, endometrial, cervical, vulvar, and vaginal cancer. Knowledge of the role of the TIME in gynecologic cancers has been rapidly developing with a large body of preclinical studies demonstrating an intricate yet dichotomous role that the immune system plays in either supporting the growth of cancer or opposing it and facilitating effective treatment. Many targets and therapeutics have been identified including cytokines, antibodies, small molecules, vaccines, adoptive cell therapy, and bacterial-based therapies but most efforts in gynecologic cancers to utilize them have not been effective. However, with the development of immune checkpoint inhibitors, we have started to see the rapid and successful employment of therapeutics in cervical and endometrial cancer. There remain many challenges in utilizing the TIME, particularly in ovarian cancer, and further studies are needed to identify and validate efficacious therapeutics.
Collapse
Affiliation(s)
| | | | - Mariam M. AlHilli
- Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, Cleveland Clinic, Cleveland, OH 44195, USA; (D.M.); (C.Y.)
| |
Collapse
|
13
|
Hamoud BH, Sima RM, Vacaroiu IA, Georgescu MT, Bobirca A, Gaube A, Bobirca F, Georgescu DE. The Evolving Landscape of Immunotherapy in Uterine Cancer: A Comprehensive Review. Life (Basel) 2023; 13:1502. [PMID: 37511876 PMCID: PMC10381911 DOI: 10.3390/life13071502] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2023] [Revised: 05/24/2023] [Accepted: 07/01/2023] [Indexed: 07/30/2023] Open
Abstract
Endometrial cancer affects the uterus and is becoming increasingly common and deadly. Although surgery and adjuvant pelvic radiotherapy can often cure the disease when it is contained in the uterus, patients with metastatic or recurrent disease have limited response rates to chemotherapy, targeted agents, and hormonal therapy. To address this unmet clinical need, innovative treatment strategies are needed, and a growing focus on the immunomodulation of the tumor microenvironment has arisen. Current data suggest that active and/or passive immunotherapy may be promising for the treatment of endometrial cancer.
Collapse
Affiliation(s)
- Bashar Haj Hamoud
- Department for Gynecology, Obstetrics and Reproductive Medicine, Saarland University Hospital, 66421 Homburg, Germany
| | - Romina Marina Sima
- "Bucur Maternity" Obstetrics and Gynecology Discipline, "Carol Davila" University of Medicine and Pharmacy, 020021 Bucharest, Romania
| | - Ileana Adela Vacaroiu
- "Sfantul Ioan" Emergency Hospital Nephrology Discipline, "Carol Davila" University of Medicine and Pharmacy, 020021 Bucharest, Romania
| | - Mihai-Teodor Georgescu
- "Prof. Dr. Al. Trestioreanu" Oncology Discipline, "Carol Davila" University of Medicine and Pharmacy, 020021 Bucharest, Romania
| | - Anca Bobirca
- "Dr. I. Cantacuzino" Clinical Hospital Internal Medicine and Rheumatology Discipline, "Carol Davila" University of Medicine and Pharmacy, 020021 Bucharest, Romania
| | - Alexandra Gaube
- "Matei Bals" Institute of Infectious Diseases, 021105 Bucharest, Romania
| | - Florin Bobirca
- "Dr. Ion Cantacuzino" Surgery Discipline, "Carol Davila" University of Medicine and Pharmacy, 020021 Bucharest, Romania
| | - Dragos-Eugen Georgescu
- "Dr. Ion Cantacuzino" Surgery Discipline, "Carol Davila" University of Medicine and Pharmacy, 020021 Bucharest, Romania
| |
Collapse
|
14
|
Lien HE, Berg HF, Halle MK, Trovik J, Haldorsen IS, Akslen LA, Krakstad C. Single-cell profiling of low-stage endometrial cancers identifies low epithelial vimentin expression as a marker of recurrent disease. EBioMedicine 2023; 92:104595. [PMID: 37146405 PMCID: PMC10277918 DOI: 10.1016/j.ebiom.2023.104595] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 04/12/2023] [Accepted: 04/17/2023] [Indexed: 05/07/2023] Open
Abstract
BACKGROUND Identification of aggressive low-stage endometrial cancers is challenging. So far, studies have failed to pinpoint robust features or biomarkers associated with risk of recurrence for these patients. METHODS Imaging mass cytometry was used to examine single-cell expression of 23 proteins in 36 primary FIGO IB endometrial cancers, of which 17 recurred. Single-cell information was extracted for each tumor and unsupervised clustering was used to identify cellular phenotypes. Distinct phenotypes and cellular neighborhoods were compared in relation to recurrence. Cellular differences were validated in a separate gene expression dataset and the TCGA EC dataset. Vimentin protein expression was evaluated by IHC in pre-operative samples from 518 patients to validate its robustness as a prognostic marker. FINDINGS The abundance of epithelial, immune or stromal cell types did not associate with recurrence. Clustering of patients based on tumor single cell marker expression revealed distinct patient clusters associated with outcome. A cell population neighboring CD8+ T cells, defined by vimentin, ER, and PR expressing epithelial cells, was more prevalent in non-recurrent tumors. Importantly, lower epithelial vimentin expression and lower gene expression of VIM associated with worse recurrence-free survival. Loss and low expression of vimentin was validated by IHC as a robust marker for recurrence in FIGO I stage disease and predicted poor prognosis also when including all patients and in endometrioid patients only. INTERPRETATION This study reveals distinct characteristics in low-stage tumors and points to vimentin as a clinically relevant marker that may aid in identifying a here to unidentified subgroup of high-risk patients. FUNDING A full list of funding that contributed to this study can be found in the Acknowledgements section.
Collapse
Affiliation(s)
- Hilde E Lien
- Centre for Cancer Biomarkers, Department of Clinical Science, University of Bergen, Bergen, Norway; Department of Gynecology and Obstetrics, Haukeland University Hospital, Bergen, Norway
| | - Hege F Berg
- Centre for Cancer Biomarkers, Department of Clinical Science, University of Bergen, Bergen, Norway; Department of Gynecology and Obstetrics, Haukeland University Hospital, Bergen, Norway
| | - Mari K Halle
- Centre for Cancer Biomarkers, Department of Clinical Science, University of Bergen, Bergen, Norway; Department of Gynecology and Obstetrics, Haukeland University Hospital, Bergen, Norway
| | - Jone Trovik
- Centre for Cancer Biomarkers, Department of Clinical Science, University of Bergen, Bergen, Norway; Department of Gynecology and Obstetrics, Haukeland University Hospital, Bergen, Norway
| | - Ingfrid S Haldorsen
- Mohn Medical Imaging and Visualization Centre, Department of Radiology, Haukeland University Hospital, Bergen, Norway; Section for Radiology, Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Lars A Akslen
- Centre for Cancer Biomarkers, Department of Clinical Science, University of Bergen, Bergen, Norway; Department of Pathology, Haukeland University Hospital, Bergen, Norway
| | - Camilla Krakstad
- Centre for Cancer Biomarkers, Department of Clinical Science, University of Bergen, Bergen, Norway; Department of Gynecology and Obstetrics, Haukeland University Hospital, Bergen, Norway.
| |
Collapse
|
15
|
Chi H, Gao X, Xia Z, Yu W, Yin X, Pan Y, Peng G, Mao X, Teichmann AT, Zhang J, Tran LJ, Jiang T, Liu Y, Yang G, Wang Q. FAM family gene prediction model reveals heterogeneity, stemness and immune microenvironment of UCEC. Front Mol Biosci 2023; 10:1200335. [PMID: 37275958 PMCID: PMC10235772 DOI: 10.3389/fmolb.2023.1200335] [Citation(s) in RCA: 25] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 05/09/2023] [Indexed: 06/07/2023] Open
Abstract
Background: Endometrial cancer (UCEC) is a highly heterogeneous gynecologic malignancy that exhibits variable prognostic outcomes and responses to immunotherapy. The Familial sequence similarity (FAM) gene family is known to contribute to the pathogenesis of various malignancies, but the extent of their involvement in UCEC has not been systematically studied. This investigation aimed to develop a robust risk profile based on FAM family genes (FFGs) to predict the prognosis and suitability for immunotherapy in UCEC patients. Methods: Using the TCGA-UCEC cohort from The Cancer Genome Atlas (TCGA) database, we obtained expression profiles of FFGs from 552 UCEC and 35 normal samples, and analyzed the expression patterns and prognostic relevance of 363 FAM family genes. The UCEC samples were randomly divided into training and test sets (1:1), and univariate Cox regression analysis and Lasso Cox regression analysis were conducted to identify the differentially expressed genes (FAM13C, FAM110B, and FAM72A) that were significantly associated with prognosis. A prognostic risk scoring system was constructed based on these three gene characteristics using multivariate Cox proportional risk regression. The clinical potential and immune status of FFGs were analyzed using CiberSort, SSGSEA, and tumor immune dysfunction and rejection (TIDE) algorithms. qRT-PCR and IHC for detecting the expression levels of 3-FFGs. Results: Three FFGs, namely, FAM13C, FAM110B, and FAM72A, were identified as strongly associated with the prognosis of UCEC and effective predictors of UCEC prognosis. Multivariate analysis demonstrated that the developed model was an independent predictor of UCEC, and that patients in the low-risk group had better overall survival than those in the high-risk group. The nomogram constructed from clinical characteristics and risk scores exhibited good prognostic power. Patients in the low-risk group exhibited a higher tumor mutational load (TMB) and were more likely to benefit from immunotherapy. Conclusion: This study successfully developed and validated novel biomarkers based on FFGs for predicting the prognosis and immune status of UCEC patients. The identified FFGs can accurately assess the prognosis of UCEC patients and facilitate the identification of specific subgroups of patients who may benefit from personalized treatment with immunotherapy and chemotherapy.
Collapse
Affiliation(s)
- Hao Chi
- Clinical Medical College, Southwest Medical University, Luzhou, China
| | - Xinrui Gao
- Clinical Medical College, Southwest Medical University, Luzhou, China
| | - Zhijia Xia
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Wanying Yu
- Clinical Medical College, Southwest Medical University, Luzhou, China
| | - Xisheng Yin
- Clinical Medical College, Southwest Medical University, Luzhou, China
| | - Yifan Pan
- Clinical Medical College, Southwest Medical University, Luzhou, China
| | - Gaoge Peng
- Clinical Medical College, Southwest Medical University, Luzhou, China
| | - Xinrui Mao
- Clinical Medical College, Southwest Medical University, Luzhou, China
| | - Alexander Tobias Teichmann
- Sichuan Provincial Center for Gynecology and Breast Diseases (Gynecology), Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Jing Zhang
- Division of Basic Biomedical Sciences, The University of South Dakota Sanford School of Medicine, Vermillion, SD, United States
| | - Lisa Jia Tran
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Tianxiao Jiang
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Yunfei Liu
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Guanhu Yang
- Department of Specialty Medicine, Ohio University, Athens, OH, United States
| | - Qin Wang
- Sichuan Provincial Center for Gynecology and Breast Diseases (Gynecology), Affiliated Hospital of Southwest Medical University, Luzhou, China
| |
Collapse
|
16
|
Lainé A, Gonzalez-Lopez AM, Hasan U, Ohkuma R, Ray-Coquard I. Immune Environment and Immunotherapy in Endometrial Carcinoma and Cervical Tumors. Cancers (Basel) 2023; 15:cancers15072042. [PMID: 37046702 PMCID: PMC10093320 DOI: 10.3390/cancers15072042] [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: 02/02/2023] [Revised: 03/22/2023] [Accepted: 03/26/2023] [Indexed: 04/14/2023] Open
Abstract
Endometrial cancer (EC) is the seventh most common tumor in women, and prognosis of recurrent and metastatic disease is poor. Cervical cancer (CC) represents the fifth most common gynecological cancer. While ECs are more common in developed countries, the incidence of CC has decreased due to the recent implementation of large screening and vaccination programs. Until very recently, patients with advanced or unresectable EC or CC had very limited treatment options and were receiving in first line setting platinum/taxane-based chemotherapy (CT). Significant progress in the treatment of gynecological cancers has occurred in the last few years, with the use of innovative targeted therapies and immunotherapy. However, targeting the immune system in patients with gynecological tumors remains challenging and is not always successful. In ovarian cancer, several immunotherapy treatment regimens have been investigated (as monotherapy and combination therapy in first and subsequent lines of treatment) and showed poor responses. Therefore, we specifically focused our review on EC and CC for their specific immune-related features and therapeutic results demonstrated with immunotherapy. We report recent and current immunotherapy-based clinical trials and provide a review of emerging data that are likely to impact immunotherapy development based on increased biomarkers' identification to monitor response and overcome resistance.
Collapse
Affiliation(s)
| | | | - Uzma Hasan
- CIRI, Team Enveloped Viruses, Vectors and ImmunotheRapy INSERM U1111/UCBL 1, Centre National de la Recherche Scientifique (CNRS), UMR5308, ENS de Lyon, Université Lyon, 69364 Lyon, France
- The Lyon Immunotherapy for Cancer Laboratory (LICL), Centre de Recherche en Cancérologie de Lyon (CRCL)/UMR Inserm 1052/CNRS 5286, CLB, 69373 Lyon CEDEX 08, France
| | - Ryotaro Ohkuma
- Team CISTAR, CRCL, INSERM-1052/CNRS-5286, CLB, Lyon, 69373 CEDEX 08, France
- Division of Medical Oncology, Department of Medicine, School of Medicine, Showa University, Tokyo 142-8555, Japan
| | - Isabelle Ray-Coquard
- Centre Léon Bérard, University Claude Bernard Lyon I, 69373 Lyon CEDEX 08, France
| |
Collapse
|
17
|
Gultekin M, Beduk Esen CS, Ates Ozdemir D, Yildirim S, Yuce D, Usubutun A, Yildiz F. Stromal or intraepithelial tumor-infiltrating lymphocytes: which one has more prognostic significance in cervical cancer? Arch Gynecol Obstet 2023; 307:969-980. [PMID: 35840843 DOI: 10.1007/s00404-022-06687-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Accepted: 06/21/2022] [Indexed: 11/24/2022]
Abstract
PURPOSE To investigate the effect of tumor-infiltrating lymphocytes (TILs) and tumor associated macrophages (TAMs) on treatment results in patients with cervical squamous cell carcinoma who underwent definitive or adjuvant radiotherapy (RT) or chemoradiotherapy (CRT). METHODS Pathological specimens were evaluated from 96 cervical cancer patients who were treated with definitive or adjuvant RT/CRT between April 2001 and January 2020. The percentage of intraepithelial TILs (iTILs) and stromal TILs (sTILs) were calculated, and immunohistochemistry was used for identifying lymphocyte lineage with CD4, CD8, and CD20 antibodies and macrophages with CD68 antibody. Prognostic values of TILs/TAMs on oncological outcomes were evaluated. RESULTS Thirty patients had early-stage disease and 66 patients had advanced-stage disease. Sixty-three and 33 patients received adjuvant RT and definitive CRT, respectively. Low number of sCD20 positive cells was associated with large tumor size and parametrial invasion. In multivariate analysis, low percentage of sTILs and advanced-stage disease were independent poor prognostic factors for overall survival, disease-free survival (DFS), and distant metastasis-free survival; low number of sCD4 positive cells was also an independent poor prognostic factor for DFS. Low percentage of sTILs and low number of sCD8 positive cells was correlated with high rates of distant metastasis (p = 0.038 and p = 0.025, respectively). CONCLUSION sTILs have superior predictive value than iTILs in terms of prognosis. Stromal compartment should be investigated as a routine practice in TIL studies in cervical cancer. Intensifying the treatment in cervical cancer patients with low number of sTILs should be studied in further investigations.
Collapse
Affiliation(s)
- Melis Gultekin
- Department of Radiation Oncology, Faculty of Medicine, Hacettepe University, Ankara, Turkey
| | | | - Deniz Ates Ozdemir
- Department of Pathology, Faculty of Medicine, Hacettepe University, Ankara, Turkey
| | - Selma Yildirim
- Department of Pathology, Faculty of Medicine, Hacettepe University, Ankara, Turkey
| | - Deniz Yuce
- Department of Preventive Oncology, Faculty of Medicine, Hacettepe University, Ankara, Turkey
| | - Alp Usubutun
- Department of Pathology, Faculty of Medicine, Hacettepe University, Ankara, Turkey
| | - Ferah Yildiz
- Department of Radiation Oncology, Faculty of Medicine, Hacettepe University, Ankara, Turkey
| |
Collapse
|
18
|
Dong H, Sun M, Li H, Yue Y. CXCR3 predicts the prognosis of endometrial adenocarcinoma. BMC Med Genomics 2023; 16:20. [PMID: 36750966 PMCID: PMC9903462 DOI: 10.1186/s12920-023-01451-9] [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: 05/13/2022] [Accepted: 02/02/2023] [Indexed: 02/09/2023] Open
Abstract
OBJECTIVES Currently, endometrial adenocarcinoma lacks an effective prognostic indicator. This study was to develop and validate a gene biomarker and a nomogram to predict the survival of endometrial adenocarcinoma, explore potential mechanisms and select sensitive drugs. METHODS 425 endometrial adenocarcinoma cases with RNA sequencing data from TCGA were used to identify the most immune-related module by WGCNA. As an external test set, 103 cases from GSE17025 were used. Immune-related genes were downloaded from Innate DB. The three sets of data were used to identify the prognostic genes. Based on 397 cases with complete clinical data from TCGA, randomly divided into the training set (n = 199) and test set (n = 198), we identified CXCR3 as the prognostic gene biomarker. Age, grade, FIGO stage, and risk were used to develop and validate a predictive nomogram. AUC, C-index, calibration curve and K-M estimate evaluated the model's predictive performance. KEGG enrichment analysis, immune functions, TMB, the effectiveness of immunotherapy, and drug sensitivity between the high-risk and low-risk groups. RESULTS CXCR3 was identified as a prognostic biomarker. We calculated the risk score and divided the cases into the high-risk and low-risk groups by the median value of the risk score. The OS of the high-risk group was better than the low-risk group. The risk was the prognostic indicator independent of age, grade, and FIGO stage. We constructed the nomogram including age, grade, FIGO stage, and risk to predict the prognosis of endometrial adenocarcinoma. The top five KEGG pathways enriched by the DEGs between the high- and low-risk groups were viral protein interaction with cytokine and cytokine receptors, cytokine-cytokine receptor interaction, chemokine signaling pathway, natural killer cell-mediated cytotoxicity, and cell adhesion molecules. We analyzed the difference in immune cells and found that CD8+ T cells, activated CD4+ T cells, T helper cells, monocytes, and M1 macrophages were infiltrated more in the low-risk group. However, M0 macrophages and activated dendritic cells were more in the high-risk group. The immune function including APC coinhibition, APC costimulation, CCR, checkpoint, cytolytic activity, HLA, inflammation-promoting, MHC-I, parainflammation, T cell coinhibition, T cell costimulation, type I-IFN-response, and type II-IFN-response were better in the low-risk group. TMB and TIDE scores were both better in the low-risk group. By 'the pRRophetic' package, we found 56 sensitive drugs for different risk groups. CONCLUSION We identified CXCR3 as the prognostic biomarker. We also developed and validated a predictive nomogram model combining CXCR3, age, histological grade, and FIGO stage for endometrial adenocarcinoma, which could help explore the precise treatment.
Collapse
Affiliation(s)
- He Dong
- grid.430605.40000 0004 1758 4110Department of Gynecologic Oncology, The First Hospital of Jilin University, Changchun, China
| | - Mengzi Sun
- grid.64924.3d0000 0004 1760 5735Department of Epidemiology and Statistics, School of Public Health, Jilin University, Changchun, China
| | - Hua Li
- grid.430605.40000 0004 1758 4110Department of Abdominal Ultrasound, The First Hospital of Jilin University, Changchun, China
| | - Ying Yue
- Department of Gynecologic Oncology, The First Hospital of Jilin University, Changchun, China.
| |
Collapse
|
19
|
Bloom EA, Peters PN, Whitaker R, Russell S, Albright B, Cummings S, Timms KM, Slavin T, Probst B, Strickland KC, Previs RA. Association of Genomic Instability Score, Tumor Mutational Burden, and Tumor-Infiltrating Lymphocytes as Biomarkers in Uterine Serous Carcinoma. Cancers (Basel) 2023; 15:528. [PMID: 36672477 PMCID: PMC9856872 DOI: 10.3390/cancers15020528] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Revised: 12/22/2022] [Accepted: 01/13/2023] [Indexed: 01/18/2023] Open
Abstract
Background: Uterine serous carcinomas represent 10% of uterine carcinomas but account for nearly 40% of deaths from the disease. Improved molecular characterization of these tumors is instrumental in guiding targeted treatment and improving outcomes. This study assessed the genomic instability score (GIS), tumor mutational burden (TMB), and tumor-infiltrating lymphocytes (TILs) in patients with USC. Methods: A retrospective cohort study evaluated patients with USC following staging surgery. The GIS and TMB were determined from archived specimens. We evaluated the tumoral expression of CD3, CD4, CD8, FOXP3, and CD68 using immunohistochemistry. T-tests were used to assess associations of TILs with the GIS. Results: We evaluated 53 patients with USC. The median GIS was 31 (range: 0−52) and a higher GIS was not associated with progression-free (PFS) or overall survival (OS). The median TMB was 1.35 mt/Mb; patients with TMB > 1.35 mt/Mb had improved PFS and OS (p = 0.005; p = 0.002, respectively). Tumors with increased CD3+ and CD4+ immune cells had a higher mean GIS (p = 0.013, p = 0.002). Conclusions: TMB > 1.35 mt/Mb was associated with improved survival in USC patients, whereas the GIS was not. Lower TMB thresholds may provide prognostic value for less immunogenic tumors such as USC. In this limited cohort, we observed that increased TIL populations were correlated with a higher GIS.
Collapse
Affiliation(s)
- Elizabeth A. Bloom
- Duke University School of Medicine, Duke University, Durham, NC 27710, USA
| | - Pamela N. Peters
- Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, Duke University School of Medicine, Durham, NC 27710, USA
| | - Regina Whitaker
- Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, Duke University School of Medicine, Durham, NC 27710, USA
| | - Shonagh Russell
- Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, NC 27710, USA
| | - Benjamin Albright
- Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, Duke University School of Medicine, Durham, NC 27710, USA
| | - Shelly Cummings
- Myriad Genetics Laboratories, Inc., Salt Lake City, UT 84108, USA
| | - Kirsten M. Timms
- Myriad Genetics Laboratories, Inc., Salt Lake City, UT 84108, USA
| | - Thomas Slavin
- Myriad Genetics Laboratories, Inc., Salt Lake City, UT 84108, USA
| | - Braden Probst
- Myriad Genetics Laboratories, Inc., Salt Lake City, UT 84108, USA
| | | | - Rebecca A. Previs
- Department of Obstetrics and Gynecology, Division of Gynecologic Oncology, Duke University School of Medicine, Durham, NC 27710, USA
- Labcorp Oncology, Durham, NC 27560, USA
| |
Collapse
|
20
|
Fan CT, Hsu ST, Sun L, Hwang SF, Liu CK, Shih YH, Chen MJ, Li HN, Wang JS, Wen MC, Lu CH. Improved Progression-Free Survival Associated with Tumor-Infiltrating Lymphocytes in High-Grade Endometrial Cancer. J Clin Med 2023; 12:jcm12020603. [PMID: 36675532 PMCID: PMC9860815 DOI: 10.3390/jcm12020603] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Revised: 01/07/2023] [Accepted: 01/10/2023] [Indexed: 01/14/2023] Open
Abstract
Tumor-infiltrating lymphocytes (TILs) have emerged as a prognostic marker in endometrial cancer (EC). However, the role of TILs in EC with distinct histology grades and molecular types (such as mismatch repair [MMR] deficiency) has not yet been made clear. We retrospectively included 237 patients with primary EC who underwent a standard staging operation of laparoscopic or laparotomy total hysterectomy and bilateral salpingo-oophorectomy for analyses. An independent pathologist who was blind to the study patients' information reviewed the pathologic slides to assess TILs according to the method introduced by the International Immuno-Oncology Biomarkers Working Group in 2017. The outcomes of interest included both progression-free survival (PFS) and overall survival (OS). The Kaplan-Meier method was used to determine the curves of PFS and OS according to TILs, and also in the relevant subgroups (low-grade vs. high-grade, MMR-proficient vs. MMR-deficient). After a median follow-up duration of 1.82 years, 18 patients had experienced either disease progression or death. Overall, TILs (+) were not associated with PFS or OS. We did observe, however, that TILs (+) were associated with a better PFS (p = 0.045) in patients with high-grade EC, but not in those with low-grade tumors (p = 0.733). The effect of TILs on PFS was not observed in patients with MMR-proficient (p = 0.347) or MMR-deficient (p = 0.168) EC. TILs were associated with a better PFS in patients with high-grade EC. Our results suggest that TILs may be a potential prognostic marker in these patients.
Collapse
Affiliation(s)
- Chun-Ting Fan
- Department of Obstetrics and Gynecology, Taichung Veterans General Hospital, Taichung 40705, Taiwan
| | - Shih-Tien Hsu
- Department of Obstetrics and Gynecology, Taichung Veterans General Hospital, Taichung 40705, Taiwan
| | - Lou Sun
- Department of Obstetrics and Gynecology, Taichung Veterans General Hospital, Taichung 40705, Taiwan
| | - Sheau-Feng Hwang
- Department of Obstetrics and Gynecology, Taichung Veterans General Hospital, Taichung 40705, Taiwan
| | - Chih-Ku Liu
- Department of Obstetrics and Gynecology, Taichung Veterans General Hospital, Taichung 40705, Taiwan
| | - Yu-Hsiang Shih
- Department of Obstetrics and Gynecology, Taichung Veterans General Hospital, Taichung 40705, Taiwan
| | - Ming-Jer Chen
- Department of Obstetrics and Gynecology, Taichung Veterans General Hospital, Taichung 40705, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei 11221, Taiwan
| | - Hsin-Ni Li
- Department of Pathology and Laboratory Medicine, Taichung Veterans General Hospital, Taichung 40705, Taiwan
| | - Jun-Sing Wang
- School of Medicine, National Yang Ming Chiao Tung University, Taipei 11221, Taiwan
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung 40705, Taiwan
- Department of Post-Baccalaureate Medicine, College of Medicine, National Chung Hsing University, Taichung 40227, Taiwan
- Institute of Biomedical Sciences and Rong-Hsing Research Center for Translational Medicine, National Chung-Hsing University, Taichung 40227, Taiwan
- Correspondence: (J.-S.W.); (M.-C.W.); (C.-H.L.)
| | - Mei-Chin Wen
- Division of Pathology, China Medical University Hsinchu Hospital, Hsinchu 30272, Taiwan
- Correspondence: (J.-S.W.); (M.-C.W.); (C.-H.L.)
| | - Chien-Hsing Lu
- Department of Obstetrics and Gynecology, Taichung Veterans General Hospital, Taichung 40705, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei 11221, Taiwan
- Institute of Biomedical Sciences and Rong-Hsing Research Center for Translational Medicine, National Chung-Hsing University, Taichung 40227, Taiwan
- Correspondence: (J.-S.W.); (M.-C.W.); (C.-H.L.)
| |
Collapse
|
21
|
Zhang X, Jing J. Effect of Peripheral Blood Lymphocytes on Prognosis of Multiple Cancers. Cancer Control 2023; 30:10732748231202921. [PMID: 37815060 PMCID: PMC10566274 DOI: 10.1177/10732748231202921] [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: 03/31/2023] [Revised: 07/17/2023] [Accepted: 08/31/2023] [Indexed: 10/11/2023] Open
Abstract
BACKGROUND In the era of immunotherapy, the immune function of patients with cancer has attracted increasingly more attention. The immune scoring system is an important supplement to the classical tumor staging and classification process. The immune system plays a controversial role in the development of cancer. Meanwhile, the prognostic significance of peripheral blood lymphocytes is still controversial. The present study aimed to assess the prognostic significance of peripheral blood lymphocytes in eight types of cancers. METHODS We performed a retrospective analysis of 32731 patients with cancer hospitalized in Shanxi Cancer Hospital from January 2012 to December 2016. The percentages of CD3+, CD4+, CD8+, CD19+, CD56+, and CD127+ lymphocytes in the peripheral blood of all patients were examined using flow cytometry. The immune cell subsets of patients with cancer were classified into three groups using the K-means clustering method via the R language software. Differences in the overall survival rate were analyzed using the Kaplan-Meier method. The Cox regression model was utilized for univariate and multivariate analysis. RESULTS The mean survival time of patients with liver cancer, rectal cancer, gastric cancer, breast cancer, esophageal cancer, colon cancer, ovarian cancer, and lymphoma was 30.25, 21.74, 37.67, 16.28, 21.62, 30.25, 31.43, and 34.27 months, respectively. The survival curves showed that the most prognostically beneficial immune state of the patients was when the expression of the immune cells in the peripheral blood was in equilibrium. Moreover, Cox proportional hazards regression model analysis revealed that the factors affecting the overall survival (OS) of patients with eight different kinds of cancer were not identical. However, CD19+ lymphocytes had the most significant impact on the prognosis of these patients. CONCLUSIONS Cancer occurrence and development were associated with the density of lymphocyte infiltration. Thus, immune homeostasis could be an effective indicator to evaluate prognosis and judge cancer treatment.
Collapse
Affiliation(s)
- Xiaofang Zhang
- Department of Clinical Laboratory, Shanxi Province Cancer Hospital, Taiyuan, China
- Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences, Taiyuan, China
- Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, China
| | - Jiexian Jing
- Department of Clinical Laboratory, Shanxi Province Cancer Hospital, Taiyuan, China
- Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences, Taiyuan, China
- Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, China
| |
Collapse
|
22
|
Chen H, Molberg K, Carrick K, Niu S, Rivera Colon G, Gwin K, Lewis C, Zheng W, Castrillon DH, Lucas E. Prevalence and prognostic significance of PD-L1, TIM-3 and B7-H3 expression in endometrial serous carcinoma. Mod Pathol 2022; 35:1955-1965. [PMID: 35804040 DOI: 10.1038/s41379-022-01131-6] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Revised: 06/14/2022] [Accepted: 06/16/2022] [Indexed: 12/24/2022]
Abstract
Endometrial serous carcinoma (ESC) is an aggressive type of endometrial carcinoma with a poor prognosis. Immune checkpoint blockade has evolved as a novel treatment option for endometrial cancers; however, data on expression of immune checkpoints that may be potential targets for immunotherapy in ESC are limited. We analyzed the prevalence and prognostic significance of PD-L1, TIM-3 and B7-H3 immune checkpoints in 99 ESC and evaluated their correlation with CD8 + tumor infiltrating lymphocytes. Applying the tumor proportion score (TPS) with a cutoff of 1%, PD-L1, TIM-3 and B7-H3 expression was present in 17%, 10% and 93% of cases, respectively. Applying the combined positive score (CPS) with a cutoff of 1, PD-L1, TIM-3 and B7-H3 expression was present in 63%, 67% and 94% of cases, respectively. Expression of these markers was largely independent of one another. PD-L1 correlated with higher CD8 + T-cell density when evaluated by either TPS (p = 0.02) or CPS (p < 0.0001). TIM-3 correlated with CD8 + T-cell density when evaluated by CPS (p < 0.0001). PD-L1 positivity was associated with improved overall survival (p = 0.038) when applying CPS. No association between PD-L1 expression and survival was found using TPS, and there was no association between TIM-3 or B7-H3 positivity and survival by either TPS or CPS. Using TPS, PD-L1 correlated with a higher tumor stage but not with survival, whereas the converse was true when PD-L1 was evaluated by CPS, suggesting that PD-L1 expression in immune cells correlates with prognosis and is independent of tumor stage. In conclusion, PD-L1, TIM-3 and B7-H3 may be potential therapeutic targets in selected patients with ESC. Further investigation of their roles as predictive biomarkers is needed.
Collapse
Affiliation(s)
- Hao Chen
- Department of Pathology, UT Southwestern Medical Center, Dallas, TX, 75390, USA.,Department of Pathology, Parkland Hospital, Dallas, TX, 75235, USA
| | - Kyle Molberg
- Department of Pathology, UT Southwestern Medical Center, Dallas, TX, 75390, USA.,Department of Pathology, Parkland Hospital, Dallas, TX, 75235, USA
| | - Kelley Carrick
- Department of Pathology, UT Southwestern Medical Center, Dallas, TX, 75390, USA.,Department of Pathology, Parkland Hospital, Dallas, TX, 75235, USA
| | - Shuang Niu
- Department of Pathology, UT Southwestern Medical Center, Dallas, TX, 75390, USA.,Department of Pathology, Parkland Hospital, Dallas, TX, 75235, USA
| | - Glorimar Rivera Colon
- Department of Pathology, UT Southwestern Medical Center, Dallas, TX, 75390, USA.,Department of Pathology, Parkland Hospital, Dallas, TX, 75235, USA
| | - Katja Gwin
- Department of Pathology, UT Southwestern Medical Center, Dallas, TX, 75390, USA.,Department of Pathology, Parkland Hospital, Dallas, TX, 75235, USA
| | - Cheryl Lewis
- Harold C. Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, TX, 75390, USA
| | - Wenxin Zheng
- Department of Pathology, UT Southwestern Medical Center, Dallas, TX, 75390, USA.,Department of Pathology, Parkland Hospital, Dallas, TX, 75235, USA.,Harold C. Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, TX, 75390, USA.,Department of Obstetrics and Gynecology, UT Southwestern Medical Center, Dallas, TX, 75390, USA
| | - Diego H Castrillon
- Department of Pathology, UT Southwestern Medical Center, Dallas, TX, 75390, USA.,Department of Pathology, Parkland Hospital, Dallas, TX, 75235, USA.,Harold C. Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, TX, 75390, USA.,Department of Obstetrics and Gynecology, UT Southwestern Medical Center, Dallas, TX, 75390, USA
| | - Elena Lucas
- Department of Pathology, UT Southwestern Medical Center, Dallas, TX, 75390, USA. .,Department of Pathology, Parkland Hospital, Dallas, TX, 75235, USA. .,Harold C. Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, Dallas, TX, 75390, USA.
| |
Collapse
|
23
|
Ammann NL, Schwietzer YF, Mess C, Stadler JC, Geidel G, Kött J, Pantel K, Schneider SW, Utikal J, Bauer AT, Gebhardt C. Activated Eosinophils Predict Longer Progression-Free Survival under Immune Checkpoint Inhibition in Melanoma. Cancers (Basel) 2022; 14:cancers14225676. [PMID: 36428768 PMCID: PMC9688620 DOI: 10.3390/cancers14225676] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Accepted: 11/15/2022] [Indexed: 11/22/2022] Open
Abstract
Immune checkpoint inhibition (ICI) has yielded remarkable results in prolonging survival of metastatic melanoma patients but only a subset of individuals treated respond to therapy. Success of ICI treatment appears to depend on the number of tumor-infiltrating effector T-cells, which are known to be influenced by activated eosinophils. To verify the co-occurrence of activated eosinophils and T-cells in melanoma, immunofluorescence was performed in 285 primary or metastatic tumor tissue specimens from 118 patients. Moreover, eosinophil counts and activity markers such as eosinophil cationic protein (ECP) and eosinophil peroxidase (EPX) were measured in the serum before therapy start and before the 4th infusion of ICI in 45 metastatic unresected melanoma patients. We observed a positive correlation between increased tumor-infiltrating eosinophils and T-cells associated with delayed melanoma progression. High baseline levels of eosinophil count, serum ECP and EPX were linked to prolonged progression-free survival in metastatic melanoma. Our data provide first indications that activated eosinophils are related to the T-cell-inflamed tumor microenvironment and could be considered as potential future prognostic biomarkers in melanoma.
Collapse
Affiliation(s)
- Nadine L. Ammann
- Department of Dermatology and Venereology, University Medical Center Hamburg-Eppendorf (UKE), 20246 Hamburg, Germany
- Fleur Hiege Center for Skin Cancer Research, University Medical Center Hamburg-Eppendorf (UKE), 20246 Hamburg, Germany
| | - Yasmin F. Schwietzer
- Department of Dermatology and Venereology, University Medical Center Hamburg-Eppendorf (UKE), 20246 Hamburg, Germany
- Fleur Hiege Center for Skin Cancer Research, University Medical Center Hamburg-Eppendorf (UKE), 20246 Hamburg, Germany
| | - Christian Mess
- Department of Dermatology and Venereology, University Medical Center Hamburg-Eppendorf (UKE), 20246 Hamburg, Germany
- Fleur Hiege Center for Skin Cancer Research, University Medical Center Hamburg-Eppendorf (UKE), 20246 Hamburg, Germany
| | - Julia-Christina Stadler
- Department of Dermatology and Venereology, University Medical Center Hamburg-Eppendorf (UKE), 20246 Hamburg, Germany
- Fleur Hiege Center for Skin Cancer Research, University Medical Center Hamburg-Eppendorf (UKE), 20246 Hamburg, Germany
| | - Glenn Geidel
- Department of Dermatology and Venereology, University Medical Center Hamburg-Eppendorf (UKE), 20246 Hamburg, Germany
- Fleur Hiege Center for Skin Cancer Research, University Medical Center Hamburg-Eppendorf (UKE), 20246 Hamburg, Germany
| | - Julian Kött
- Department of Dermatology and Venereology, University Medical Center Hamburg-Eppendorf (UKE), 20246 Hamburg, Germany
- Fleur Hiege Center for Skin Cancer Research, University Medical Center Hamburg-Eppendorf (UKE), 20246 Hamburg, Germany
| | - Klaus Pantel
- Fleur Hiege Center for Skin Cancer Research, University Medical Center Hamburg-Eppendorf (UKE), 20246 Hamburg, Germany
- Department of Tumor Biology, University Medical Center Hamburg-Eppendorf (UKE), 20246 Hamburg, Germany
| | - Stefan W. Schneider
- Department of Dermatology and Venereology, University Medical Center Hamburg-Eppendorf (UKE), 20246 Hamburg, Germany
- Fleur Hiege Center for Skin Cancer Research, University Medical Center Hamburg-Eppendorf (UKE), 20246 Hamburg, Germany
| | - Jochen Utikal
- Skin Cancer Unit, German Cancer Research Center (DKFZ), 69121 Heidelberg, Germany
- Department of Dermatology, Venereology and Allergology, University Medical Center Mannheim, Ruprecht-Karl University of Heidelberg, 68167 Mannheim, Germany
- DKFZ Hector Cancer Institute at the University Medical Center Mannheim, 68167 Mannheim, Germany
| | - Alexander T. Bauer
- Department of Dermatology and Venereology, University Medical Center Hamburg-Eppendorf (UKE), 20246 Hamburg, Germany
- Fleur Hiege Center for Skin Cancer Research, University Medical Center Hamburg-Eppendorf (UKE), 20246 Hamburg, Germany
- Department of Dermatology, Venereology and Allergology, University Medical Center Mannheim, Ruprecht-Karl University of Heidelberg, 68167 Mannheim, Germany
| | - Christoffer Gebhardt
- Department of Dermatology and Venereology, University Medical Center Hamburg-Eppendorf (UKE), 20246 Hamburg, Germany
- Fleur Hiege Center for Skin Cancer Research, University Medical Center Hamburg-Eppendorf (UKE), 20246 Hamburg, Germany
- Correspondence: ; Tel.: +49-(0)-40-7410-53263
| |
Collapse
|
24
|
van der Woude H, Hally KE, Currie MJ, Gasser O, Henry CE. Importance of the endometrial immune environment in endometrial cancer and associated therapies. Front Oncol 2022; 12:975201. [PMID: 36072799 PMCID: PMC9441707 DOI: 10.3389/fonc.2022.975201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Accepted: 08/04/2022] [Indexed: 11/13/2022] Open
Abstract
Endometrial cancer is rising in prevalence. The standard treatment modality of hysterectomy is becoming increasingly inadequate due primarily to the direct link between endometrial cancer and high BMI which increases surgical risks. This is an immunogenic cancer, with unique molecular subtypes associated with differential immune infiltration. Despite the immunogenicity of endometrial cancer, there is limited pre-clinical and clinical evidence of the function of immune cells in both the normal and cancerous endometrium. Immune checkpoint inhibitors for endometrial cancer are the most well studied type of immune therapy but these are not currently used as standard-of-care and importantly, they represent only one method of immune manipulation. There is limited evidence regarding the use of other immunotherapies as surgical adjuvants or alternatives. Levonorgestrel-loaded intra-uterine systems can also be effective for early-stage disease, but with varying success. There is currently no known reason as to what predisposes some patients to respond while others do not. As hormones can directly influence immune cell function, it is worth investigating the immune compartment in this context. This review assesses the immunological components of the endometrium and describes how the immune microenvironment changes with hormones, obesity, and in progression to malignancy. It also describes the importance of investigating novel pathways for immunotherapy.
Collapse
Affiliation(s)
- Hannah van der Woude
- Department of Obstetrics, Gynaecology and Women’s Health, University of Otago, Wellington, New Zealand
| | | | - Margaret Jane Currie
- Department of Pathology and Biomedical Science, University of Otago, Christchurch, New Zealand
| | - Olivier Gasser
- Malaghan Institute of Medical Research, Wellington, New Zealand
| | - Claire Elizabeth Henry
- Department of Obstetrics, Gynaecology and Women’s Health, University of Otago, Wellington, New Zealand
- *Correspondence: Claire Elizabeth Henry,
| |
Collapse
|
25
|
Zhu N, Yang X, Liu Q, Chen Y, Wang X, Li H, Gao H. “Iron triangle” of regulating the uterine microecology: Endometrial microbiota, immunity and endometrium. Front Immunol 2022; 13:928475. [PMID: 36016947 PMCID: PMC9396262 DOI: 10.3389/fimmu.2022.928475] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Accepted: 07/22/2022] [Indexed: 11/13/2022] Open
Abstract
The uterus is the core place for breeding new life. The balance and imbalance of uterine microecology can directly affect or even dominate the female reproductive health. Emerging data demonstrate that endometrial microbiota, endometrium and immunity play an irreplaceable role in regulating uterine microecology, forming a dynamic iron triangle relationship. Up to nowadays, it remains unclear how the three factors affect and interact with each other, which is also a frontier topic in the emerging field of reproductive tract microecology. From this new perspective, we aim to clarify the relationship and mechanism of the interaction of these three factors, especially their pairwise interactions. Finally, the limitations and future perspectives of the current studies are summarized. In general, these three factors have a dynamic relationship of mutual dependence, promotion and restriction under the physiological or pathological conditions of uterus, among which the regulatory mechanism of microbiota and immunity plays a role of bridge. These findings can provide new insights and measures for the regulation of uterine microecology, the prevention and treatment of endometrial diseases, and the further multi-disciplinary integration between microbiology, immunology and reproductive medicine.
Collapse
Affiliation(s)
- Na Zhu
- Department of Nursing, The Second Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, China
- School of Nursing, University of South China, Hengyang, China
| | - Xuyan Yang
- Department of Nursing, The Second Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, China
| | - Qiao Liu
- School of Nursing, University of South China, Hengyang, China
| | - Yahui Chen
- School of Nursing, University of South China, Hengyang, China
| | - Xiaolan Wang
- Center for Reproductive Medicine, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, China
| | - Huanhuan Li
- Department of Gynecology, The Second Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, China
| | - Hong Gao
- Department of Nursing, The Second Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, China
- *Correspondence: Hong Gao,
| |
Collapse
|
26
|
Immune Cytolytic Activity for Comprehensive Insights of the Immune Landscape in Endometrial Carcinoma. JOURNAL OF ONCOLOGY 2022; 2022:9060243. [PMID: 35898926 PMCID: PMC9313908 DOI: 10.1155/2022/9060243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Accepted: 06/16/2022] [Indexed: 11/29/2022]
Abstract
Immune checkpoint blockade (ICB) has been explored as a therapeutic strategy to recover the antitumor immune activities against endometrial cancer (EC) escaping from immune surveillance. Increasing evidence has indicated that microsatellite instability (MSI) is a promising biomarker to stratify patients for the ICB therapy. However, even in patients with MSI-High (MSI-H) endometrial cancers, PD-L1 inhibitors, avelumab, and durvalumab have shown only 27% of response rates. Therefore, there is an urgent need to discover new biomarkers for a predictive response to ICB therapy. In this study, we demonstrated that the immune cytolytic activity (CYT) index was significantly correlated with the development and response to immunotherapy in EC. The data showed that higher CYT was significantly associated with better clinical outcome, more antitumor infiltrating immune cells, fewer somatic copy number alterations, but a higher TMB (Tumor mutational burden) status. Furthermore, CYT-high EC was notably relevant to the high expression of various immune checkpoint molecules and showed more effective responses to ICB treatment. Taken together, this study provided new insights into the connection between diverse genetic events and the immune microenvironment in EC and indicated that the CYT status might be a promising biomarker to stratify patients with EC for ICB therapy.
Collapse
|
27
|
Integrated Bioinformatic Analysis of DNA Methylation and Immune Infiltration in Endometrial Cancer. BIOMED RESEARCH INTERNATIONAL 2022; 2022:5119411. [PMID: 35774278 PMCID: PMC9237709 DOI: 10.1155/2022/5119411] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/03/2021] [Revised: 04/10/2022] [Accepted: 05/10/2022] [Indexed: 12/24/2022]
Abstract
Background Endometrial cancer greatly threatens the health of female. Emerging evidences have demonstrated that DNA methylation and immune infiltration are involved in the occurrence and development of endometrial cancer. However, the mechanism and prognostic biomarkers of endometrial cancer are still unclear. In this study, we assess DNA methylation and immune infiltration via bioinformatic analysis. Methods The latest RNA-Seq, DNA methylation data, and clinical data related to endometrial cancer were downloaded from the UCSC Xena dataset. The methylation-driven genes were selected, and then the risk score was obtained using “MethylMix” and “corrplot” R packages. The connection between methylated genes and the expression of screened driven genes were explored using “survminer” and “beeswarm” packages, respectively. Finally, the role of VTCN1in immune infiltration was analyzed using “CIBERSORT” package. Results In this study, 179 upregulated genes, and 311 downregulated genes were identified and found to be related to extracellular matrix organization, cell–cell junctions, and cell adhesion molecular binding. The methylation-driven gene VTCN1 was selected, and patients classified to the hypomethylation and high expression group displayed poor prognosis. The VTCN1 gene exhibited highest correlation coefficient between methylation and expression. More importantly, the hypomethylation of promoter of VTCN1 led to its high expression, thereby induce tumor development by inhibiting CD8+ T cell infiltration. Conclusions Overall, our study was the first to reveal the mechanism of endometrial cancer by assessing DNA methylation and immune infiltration via integrated bioinformatic analysis. In addition, we found a pivotal prognostic biomarker for the disease. Our study provides potential targets for the diagnosis and prognosis of endometrial cancer in the future.
Collapse
|
28
|
Kono-Sato T, Miyai K, Yamagishi Y, Miyamoto M, Takano M, Matsukuma S, Sato K, Tsuda H. Intraepithelial lymphocytes are indicators of better prognosis in surgically resected endometrioid-type endometrial carcinomas at early and advanced stages. BMC Cancer 2022; 22:361. [PMID: 35366828 PMCID: PMC8977032 DOI: 10.1186/s12885-022-09363-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Accepted: 02/28/2022] [Indexed: 12/24/2022] Open
Abstract
Background Tumor-infiltrating lymphocytes (TILs) and tumor-associated macrophages (TAMs) may be useful prognostic indicators in endometrial cancer. However, standardized assessment methods and the prognostic roles of these cells in different stage groups are unclear. Methods Formalin-fixed paraffin-embedded tissue samples of 107 endometrioid-type endometrial carcinomas (EECs) comprising 60 stage IB and 47 stage IIIC or IVB cases were evaluated. CD3+ TILs, CD8+ TILs, CD68+ TAMs, and CD163+ TAMs were detected by immunohistochemistry, and their densities were evaluated by semiquantitative and quantitative methods. TILs within tumor epithelial cell nests (E-TILs) and those within the stroma at the invasive front (S-TILs) were evaluated separately for CD3+ and CD8+ cells. The “TIL score” was defined as the sum of semiquantitative scores of CD3+ E-TILs, CD3+ S-TILs, CD8+ E-TILs, and CD8+ S-TILs. For TAMs, the area of CD68+ and CD163+ cells in the invasive margin were semiquantitatively and quantitatively evaluated. Clinicopathological and prognostic implications of TILs and TAMs in stage IB and IIIC/IVB EECs were examined by Cox univariate and multivariate analyses. Results By Cox univariate analyses, semiquantitatively low CD3+ E-TILs, low CD8+ E-TILs, and low “TIL score” were significantly correlated with worse prognosis in stage IB patients (P = 0.011, 0.040, and 0.039, respectively). Likewise, low CD3+ E-TILs and low CD8+ E-TILs, by both semiquantitative (P = 0.011 and 0.0051) and quantitative evaluations (P < 0.0001, and P = 0.0015) and low “TIL score” (P = 0.020) were significantly correlated with worse prognosis in stage IIIC/IVB patients. By Cox multivariate analyses, semiquantitatively low CD3+ E-TILs and low CD8+ E-TILs, low “TIL score”, and quantitatively low CD3+ E-TILs and low CD8+ E-TILs were independent worse prognostic factors in stage IIIC/IVB (P = 0.0011, 0.0053, 0.012, < 0.0001, and < 0.0001, respectively). CD68+ or CD163+ TAMs were not correlated with prognosis in any patients. Conclusions Both semiquantitatively and quantitatively low E-TILs, are correlated with worse prognosis in both early and advanced stage patients with EECs. In particular, CD3+ E-TILs and CD8+ E-TILs are potentially useful prognostic markers in patients with EEC regardless of the stage. Supplementary Information The online version contains supplementary material available at 10.1186/s12885-022-09363-0.
Collapse
|
29
|
Mendiola M, Pellinen T, Ramon-Patino JL, Berjon A, Bruck O, Heredia-Soto V, Turkki R, Escudero J, Hemmes A, Garcia de la Calle LE, Crespo R, Gallego A, Hernandez A, Feliu J, Redondo A. Prognostic implications of tumor-infiltrating T cells in early-stage endometrial cancer. Mod Pathol 2022; 35:256-265. [PMID: 34642425 DOI: 10.1038/s41379-021-00930-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 08/31/2021] [Accepted: 09/08/2021] [Indexed: 12/29/2022]
Abstract
Patients with endometrial cancer differ in terms of the extent of T-cell infiltration; however, the association between T-cell subpopulations and patient outcomes remains unexplored. We characterized 285 early-stage endometrial carcinoma samples for T-cell infiltrates in a tissue microarray format using multiplex fluorescent immunohistochemistry. The proportion of T cells and their subpopulations were associated with clinicopathological features and relapse-free survival outcomes. CD3+ CD4+ infiltrates were more abundant in the patients with higher grade or non-endometrioid histology. Cytotoxic T cells (CD25+, PD-1+, and PD-L1+) were strongly associated with longer relapse-free survival. Moreover, CD3+ PD-1+ stromal cells were independent of other immune T-cell populations and clinicopathological factors in predicting relapses. Patients with high stromal T-cell fraction of CD3+ PD-1+ cells were associated with a 5-year relapse-free survival rate of 93.7% compared to 79.0% in patients with low CD3+ PD-1+ fraction. Moreover, in patients classically linked to a favorable outcome (such as endometrioid subtype and low-grade tumors), the stromal CD3+ PD-1+ T-cell fraction remained prognostically significant. This study supports that T-cell infiltrates play a significant prognostic role in early-stage endometrial carcinoma. Specifically, CD3+ PD-1+ stromal cells emerge as a promising novel prognostic biomarker.
Collapse
Affiliation(s)
- Marta Mendiola
- Molecular Pathology and Therapeutic Targets Group, Instituto de Investigación Biomédica del Hospital La Paz (IdiPAZ), Madrid, Spain. .,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Instituto de Salud Carlos III, Madrid, Spain.
| | - Teijo Pellinen
- Institute for Molecular Medicine Finland, HiLIFE, University of Helsinki, Helsinki, Finland
| | - Jorge L Ramon-Patino
- Department of Medical Oncology, Hospital Universitario La Paz, Madrid, Spain.,Department of Medical Oncology, Hospital Universitario Rey Juan Carlos, 28933, Móstoles, Madrid, Spain
| | - Alberto Berjon
- Department of Pathology, Hospital Universitario La Paz, Madrid, Spain
| | - Oscar Bruck
- Hematology Research Unit Helsinki, University of Helsinki and Comprehensive Cancer Center, Helsinki University Hospital, Helsinki, Finland.,Translational Immunology Research Program, University of Helsinki, Helsinki, Finland
| | - Victoria Heredia-Soto
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Instituto de Salud Carlos III, Madrid, Spain.,Translational Oncology Research Laboratory, Instituto de Investigación Biomédica del Hospital La Paz (IdiPAZ), Madrid, Spain
| | - Riku Turkki
- Institute for Molecular Medicine Finland, HiLIFE, University of Helsinki, Helsinki, Finland.,AstraZeneca, Gothenburg, Sweden
| | - Javier Escudero
- Translational Oncology Research Laboratory, Instituto de Investigación Biomédica del Hospital La Paz (IdiPAZ), Madrid, Spain
| | - Annabrita Hemmes
- Institute for Molecular Medicine Finland, HiLIFE, University of Helsinki, Helsinki, Finland
| | | | - Roberto Crespo
- Translational Oncology Research Laboratory, Instituto de Investigación Biomédica del Hospital La Paz (IdiPAZ), Madrid, Spain
| | - Alejandro Gallego
- Department of Medical Oncology, Hospital Universitario La Paz, Madrid, Spain.,Translational Oncology Research Laboratory, Instituto de Investigación Biomédica del Hospital La Paz (IdiPAZ), Madrid, Spain
| | - Alicia Hernandez
- Department of Gynecology, Hospital Universitario La Paz, Madrid, Spain.,Faculty of Medicine, Universidad Autónoma de Madrid, Madrid, Spain
| | - Jaime Feliu
- Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Instituto de Salud Carlos III, Madrid, Spain.,Department of Medical Oncology, Hospital Universitario La Paz, Madrid, Spain.,Translational Oncology Research Laboratory, Instituto de Investigación Biomédica del Hospital La Paz (IdiPAZ), Madrid, Spain.,Faculty of Medicine, Universidad Autónoma de Madrid, Madrid, Spain.,Cátedra UAM-ANGEM, Universidad Autónoma de Madrid, Madrid, Spain
| | - Andres Redondo
- Department of Medical Oncology, Hospital Universitario La Paz, Madrid, Spain. .,Translational Oncology Research Laboratory, Instituto de Investigación Biomédica del Hospital La Paz (IdiPAZ), Madrid, Spain. .,Faculty of Medicine, Universidad Autónoma de Madrid, Madrid, Spain. .,Cátedra UAM-ANGEM, Universidad Autónoma de Madrid, Madrid, Spain.
| |
Collapse
|
30
|
Rutland JW, Dullea JT, Gill CM, Chaluts D, Ranti D, Ellis E, Arrighi-Allisan A, Kinoshita Y, McBride RB, Bederson J, Donovan M, Sebra R, Fowkes M, Umphlett M, Shrivastava RK. Association of mutations in DNA polymerase epsilon with increased CD8+ cell infiltration and prolonged progression-free survival in patients with meningiomas. Neurosurg Focus 2022; 52:E7. [PMID: 35104796 DOI: 10.3171/2021.11.focus21592] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Accepted: 11/16/2021] [Indexed: 12/11/2022]
Abstract
OBJECTIVE Prior studies have demonstrated a relationship between underlying tumor genetics and lymphocyte infiltration in meningiomas. In this study, the authors aimed to further characterize the relationship between meningioma genomics, CD4+ and CD8+ T-cell infiltration, and oncological outcomes of meningiomas. Understanding specific characteristics of the inflammatory infiltration could have implications for treatment and prognostication. METHODS Immunohistochemically stained meningioma slides were reviewed to assess the CD4+ and CD8+ cell infiltration burden. The relationship between immune cell infiltration and tumor genomics was then assessed using an adjusted ANOVA model. For a specific gene identified by the ANOVA, the relationship between that mutation and tumor recurrence was assessed using Cox regression. RESULTS In immunohistochemically stained samples from a subcohort of 25 patients, the mean number of CD4+ cells was 42.2/400× field and the mean number of CD8+ cells was 69.8/400× field. Elevated CD8+ cell infiltration was found to be associated with the presence of a mutation in the gene encoding for DNA polymerase epsilon, POLE (51.6 cells/hpf in wild-type tumors vs 95.9 cells/hpf in mutant tumors; p = 0.0199). In a retrospective cohort of 173 patients, the presence of any mutation in POLE was found to be associated with a 46% reduction in hazard of progression (HR 0.54, 95% CI 0.311-0.952; p = 0.033). The most frequent mutation was a near-C-terminal nonsense mutation. CONCLUSIONS A potential association was found between mutant POLE and both an increase in CD8+ cell infiltration and progression-free survival. The predominant mutation was found outside of the known exonuclease hot spot; however, it was still associated with a slight increase in mutational burden, CD8+ cell infiltration, and progression-free survival. Alterations in gene expression, resulting from alterations in POLE, may yield an increased presentation of neoantigens, and, thus, greater CD8+ cell-mediated apoptosis of neoplastic cells. These findings have suggested the utility of checkpoint inhibitors in the treatment of POLE-mutant meningiomas.
Collapse
Affiliation(s)
- John W Rutland
- 1Department of Neurosurgery, Icahn School of Medicine at Mount Sinai
| | - Jonathan T Dullea
- 1Department of Neurosurgery, Icahn School of Medicine at Mount Sinai
| | - Corey M Gill
- 1Department of Neurosurgery, Icahn School of Medicine at Mount Sinai
| | - Danielle Chaluts
- 1Department of Neurosurgery, Icahn School of Medicine at Mount Sinai
| | - Daniel Ranti
- 1Department of Neurosurgery, Icahn School of Medicine at Mount Sinai
| | - Ethan Ellis
- 2Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai
| | | | - Yayoi Kinoshita
- 3Department of Pathology, Icahn School of Medicine at Mount Sinai
| | - Russell B McBride
- 3Department of Pathology, Icahn School of Medicine at Mount Sinai.,4The Institute for Translational Epidemiology, Icahn School of Medicine at Mount Sinai, New York, New York; and
| | - Joshua Bederson
- 1Department of Neurosurgery, Icahn School of Medicine at Mount Sinai
| | - Michael Donovan
- 3Department of Pathology, Icahn School of Medicine at Mount Sinai
| | - Robert Sebra
- 2Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai.,5Sema4, A Mount Sinai venture, Stamford, Connecticut
| | - Mary Fowkes
- 3Department of Pathology, Icahn School of Medicine at Mount Sinai
| | - Melissa Umphlett
- 3Department of Pathology, Icahn School of Medicine at Mount Sinai
| | - Raj K Shrivastava
- 1Department of Neurosurgery, Icahn School of Medicine at Mount Sinai
| |
Collapse
|
31
|
Yang X, Sun J, Wen B, Wang Y, Zhang M, Chen W, Zhao W, He C, Zhong X, Liu Y, Li T, Sun H, He S. Biejiajian Pill Promotes the Infiltration of CD8 + T Cells in Hepatocellular Carcinoma by Regulating the Expression of CCL5. Front Pharmacol 2021; 12:771046. [PMID: 34899325 PMCID: PMC8661106 DOI: 10.3389/fphar.2021.771046] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2021] [Accepted: 10/29/2021] [Indexed: 12/17/2022] Open
Abstract
Tumor-infiltrating CD8+T lymphocytes are mostly associated with a favorable prognosis in numerous cancers, including hepatocellular carcinoma (HCC). Biejiajian Pill (BJJP) is a common type of traditional Chinese medicine that is widely used in the treatment of HCC in China. Previous studies showed that BJJP suppressed the growth of HCC cells both in vivo and in vitro, by exerting direct cytotoxic effects on tumor cells. The present study demonstrated that in addition to direct cytotoxicity, BJJP inhibits the growth of tumor cells by promoting the infiltration of CD8+T cells into the tumor in H22-bearing mice. Mechanistically, chemokine ligand 5 (CCL5) was identified as one of the most highly expressed chemokines by tumor cells in vivo after treatment with BJJP. Additionally, CCL5 was knocked down in H22 cells and the results showed that knockdown of the gene significantly impaired the infiltration of CD8+T cells in vivo. Furthermore, the effects of BJJP on human HCC cell lines were assessed in vitro. Similarly, cells treated with BJJP had higher expression of CCL5 mRNA, which was consistent with increased levels of CCL5 protein in human tumor cells. These findings provide new insights into the anticancer effects of BJJP, which regulated the expression of CCL5 and the infiltration of CD8+T cells. The results, therefore, suggest that BJJP has great potential application in clinical practice.
Collapse
Affiliation(s)
- Xuemei Yang
- Nanfang Hospital, Southern Medical University, Guangzhou, China.,School of Traditional Chinese Medicine, Southern Medical University, Guangzhou, China
| | - Jialing Sun
- Nanfang Hospital, Southern Medical University, Guangzhou, China.,School of Traditional Chinese Medicine, Southern Medical University, Guangzhou, China
| | - Bin Wen
- Department of Traditional Chinese Medicine, Hospital of PLA, Guangzhou, China
| | - Yu Wang
- Department of Hepatobiliary Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Mingjia Zhang
- School of Traditional Chinese Medicine, Southern Medical University, Guangzhou, China
| | - Weicong Chen
- School of Traditional Chinese Medicine, Southern Medical University, Guangzhou, China
| | - Wenting Zhao
- School of Traditional Chinese Medicine, Southern Medical University, Guangzhou, China
| | - Chunyu He
- School of Traditional Chinese Medicine, Southern Medical University, Guangzhou, China
| | - Xiaodan Zhong
- School of Traditional Chinese Medicine, Southern Medical University, Guangzhou, China
| | - Yang Liu
- School of Traditional Chinese Medicine, Southern Medical University, Guangzhou, China
| | - Tong Li
- School of Traditional Chinese Medicine, Southern Medical University, Guangzhou, China
| | - Haitao Sun
- Nanfang Hospital, Southern Medical University, Guangzhou, China.,School of Traditional Chinese Medicine, Southern Medical University, Guangzhou, China
| | - Songqi He
- Nanfang Hospital, Southern Medical University, Guangzhou, China.,School of Traditional Chinese Medicine, Southern Medical University, Guangzhou, China
| |
Collapse
|
32
|
Liang D, Hu M, Tang Q, Huang M, Tang L. Nine Pyroptosis-Related lncRNAs are Identified as Biomarkers for Predicting the Prognosis and Immunotherapy of Endometrial Carcinoma. Int J Gen Med 2021; 14:8073-8085. [PMID: 34803394 PMCID: PMC8594792 DOI: 10.2147/ijgm.s338298] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Accepted: 11/04/2021] [Indexed: 12/28/2022] Open
Abstract
Background Endometrial carcinoma (EC) is one of the most common malignancies. Immunotherapy has shown promising effects in the treatment against specific subtypes of EC. Methods The RNA and clinical information of patients with EC were acquired from The Cancer Gene Atlas (TCGA) database. Firstly, the differentially expressed pyroptosis-related lncRNAs (PRLs) were screened between the tumor and normal control tissue. Secondly, the PRLs closely related to survival were identified by univariate and multivariate regression analysis, based on which, we evaluated the risk score for each EC patient to construct a risk signature. Moreover, we assessed the prognostic value, clinical relevance immunity, and immunotherapy based on this signature. Results We screened out 9 individual PRLs (AC087491.1, AL353622.1, AL035530.2, LINC02036, AL021578.1, AL390195.2, AC009097.2, AC004585.1, and AC244517.7) closely related to the prognosis of EC. Kaplan–Meier analyses showed a poorer prognosis for the patients in the high-risk FRLs signature (P < 0.001). The area under the curve (AUC) for 1 year, 2 years, 3 years was 0.693, 0.694, 0.750, respectively. Our risk model could be considered as an independent prognostic marker for EC (P < 0.001, HR:2.172, 95% CI:1.532–3.079). Moreover, immune functions and checkpoints were generally different in the 2 groups. Simulation analysis by termed immunophenoscores hinted that immunotherapy might bring optimal therapeutic effect in the low-risk group. Conclusion We successfully developed a novel signature with 9 lncRNAs related to pyroptosis, which may be used as biomarkers to evaluate the prognosis and immune treatment of EC.
Collapse
Affiliation(s)
- Deku Liang
- Department of Obstetrics and Gynecology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, People's Republic of China.,Department of Obstetrics and Gynecology, Chengdu Women and Children's Central Hospital Affiliated to University of Electronic Science and Technology of China, Chengdu, Sichuan Province, People's Republic of China
| | - Min Hu
- Department of Obstetrics and Gynecology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, People's Republic of China
| | - Qin Tang
- Department of Obstetrics and Gynecology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, People's Republic of China
| | - Mao Huang
- Department of Obstetrics and Gynecology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, People's Republic of China
| | - Liangdan Tang
- Department of Obstetrics and Gynecology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, People's Republic of China
| |
Collapse
|
33
|
Harari A, Sarivalasis A, de Jonge K, Thierry AC, Huber F, Boudousquie C, Rossier L, Orcurto A, Imbimbo M, Baumgaertner P, Bassani-Sternberg M, Kandalaft LE. A Personalized Neoantigen Vaccine in Combination with Platinum-Based Chemotherapy Induces a T-Cell Response Coinciding with a Complete Response in Endometrial Carcinoma. Cancers (Basel) 2021; 13:5801. [PMID: 34830955 PMCID: PMC8616532 DOI: 10.3390/cancers13225801] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Revised: 11/10/2021] [Accepted: 11/16/2021] [Indexed: 11/17/2022] Open
Abstract
Endometrial cancer (EC) is a common gynecological malignancy and the fourth most common malignancy in European and North American women. Amongst EC, the advanced serous, p53-mutated, and pMMR subtypes have the highest risk of relapse despite optimal standard of care therapy. At present, there is no standard of care maintenance treatment to prevent relapse among these high-risk patients. Vaccines are a form of immunotherapy that can potentially increase the immunogenicity of pMMR, serous, and p53-mutated tumors to render them responsive to check point inhibitor-based immunotherapy. We demonstrate, for the first time, the feasibility of generating a personalized dendritic cell vaccine pulsed with peptide neoantigens in a patient with pMMR, p53-mutated, and serous endometrial adenocarcinoma (SEC). The personalized vaccine was administered in combination with systemic chemotherapy to treat an inoperable metastatic recurrence. This treatment association demonstrated the safety and immunogenicity of the personalized dendritic cell vaccine. Interestingly, a complete oncological response was obtained with respect to both radiological assessment and the tumor marker CA-125.
Collapse
Affiliation(s)
- Alexandre Harari
- Center of Experimental Therapeutics, Department of Oncology, Lausanne University Hospital (CHUV), 1011 Lausanne, Switzerland; (K.d.J.); (A.-C.T.); (F.H.); (C.B.); (L.R.); (P.B.); (M.B.-S.)
- Ludwig Institute for Cancer Research, University of Lausanne (UNIL), 1005 Lausanne, Switzerland
| | - Apostolos Sarivalasis
- Department of Oncology, Lausanne University Hospital (CHUV), 1011, Lausanne, Switzerland; (A.S.); (A.O.); (M.I.)
| | - Kaat de Jonge
- Center of Experimental Therapeutics, Department of Oncology, Lausanne University Hospital (CHUV), 1011 Lausanne, Switzerland; (K.d.J.); (A.-C.T.); (F.H.); (C.B.); (L.R.); (P.B.); (M.B.-S.)
| | - Anne-Christine Thierry
- Center of Experimental Therapeutics, Department of Oncology, Lausanne University Hospital (CHUV), 1011 Lausanne, Switzerland; (K.d.J.); (A.-C.T.); (F.H.); (C.B.); (L.R.); (P.B.); (M.B.-S.)
| | - Florian Huber
- Center of Experimental Therapeutics, Department of Oncology, Lausanne University Hospital (CHUV), 1011 Lausanne, Switzerland; (K.d.J.); (A.-C.T.); (F.H.); (C.B.); (L.R.); (P.B.); (M.B.-S.)
- Ludwig Institute for Cancer Research, University of Lausanne (UNIL), 1005 Lausanne, Switzerland
| | - Caroline Boudousquie
- Center of Experimental Therapeutics, Department of Oncology, Lausanne University Hospital (CHUV), 1011 Lausanne, Switzerland; (K.d.J.); (A.-C.T.); (F.H.); (C.B.); (L.R.); (P.B.); (M.B.-S.)
| | - Laetitia Rossier
- Center of Experimental Therapeutics, Department of Oncology, Lausanne University Hospital (CHUV), 1011 Lausanne, Switzerland; (K.d.J.); (A.-C.T.); (F.H.); (C.B.); (L.R.); (P.B.); (M.B.-S.)
| | - Angela Orcurto
- Department of Oncology, Lausanne University Hospital (CHUV), 1011, Lausanne, Switzerland; (A.S.); (A.O.); (M.I.)
| | - Martina Imbimbo
- Department of Oncology, Lausanne University Hospital (CHUV), 1011, Lausanne, Switzerland; (A.S.); (A.O.); (M.I.)
| | - Petra Baumgaertner
- Center of Experimental Therapeutics, Department of Oncology, Lausanne University Hospital (CHUV), 1011 Lausanne, Switzerland; (K.d.J.); (A.-C.T.); (F.H.); (C.B.); (L.R.); (P.B.); (M.B.-S.)
| | - Michal Bassani-Sternberg
- Center of Experimental Therapeutics, Department of Oncology, Lausanne University Hospital (CHUV), 1011 Lausanne, Switzerland; (K.d.J.); (A.-C.T.); (F.H.); (C.B.); (L.R.); (P.B.); (M.B.-S.)
- Ludwig Institute for Cancer Research, University of Lausanne (UNIL), 1005 Lausanne, Switzerland
| | - Lana E. Kandalaft
- Center of Experimental Therapeutics, Department of Oncology, Lausanne University Hospital (CHUV), 1011 Lausanne, Switzerland; (K.d.J.); (A.-C.T.); (F.H.); (C.B.); (L.R.); (P.B.); (M.B.-S.)
- Ludwig Institute for Cancer Research, University of Lausanne (UNIL), 1005 Lausanne, Switzerland
- Department of Oncology, Lausanne University Hospital (CHUV), 1011, Lausanne, Switzerland; (A.S.); (A.O.); (M.I.)
| |
Collapse
|
34
|
Zheng M, Hu Y, Gou R, Li S, Nie X, Li X, Lin B. Development of a seven-gene tumor immune microenvironment prognostic signature for high-risk grade III endometrial cancer. MOLECULAR THERAPY-ONCOLYTICS 2021; 22:294-306. [PMID: 34553020 PMCID: PMC8426172 DOI: 10.1016/j.omto.2021.07.002] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Accepted: 07/02/2021] [Indexed: 02/06/2023]
Abstract
Uterine corpus endometrial carcinoma locally infiltrates numerous immune cells and other tumor immune microenvironment components. These cells are involved in malignant tumor growth and proliferation and the process of resistance toward immunotherapies. Here, we aimed to develop a tumor immune microenvironment-related prognostic signature for high-risk grade III endometrial carcinoma based on The Cancer Genome Atlas. The signature was systematically correlated with immune infiltration characteristics of the tumor microenvironment. The seven-gene Riskscore signature was robust and performed well in training, testing, and Gene Expression Omnibus-independent cohorts. A nomogram comprising the gene signature accurately predicted patient prognosis, with our model performing better than other endometrial cancer-related signatures. Analysis of the IMvigor210 immunotherapy cohort revealed that subgroups with a low Riskscore had a better prognosis than subgroups with a high Riskscore. Subgroups with a low Riskscore exhibited immune cell infiltration and inflammatory profiles, whereas subgroups with a high Riskscore experienced progressive disease. The receiver operating characteristic curve indicated that risk score, neoantigen, and tumor mutation burden models together accurately predicted treatment response. Taken together, we developed a tumor microenvironment-based seven-gene prognostic stratification system to predict the prognosis of patients with high-risk endometrial cancer and guide more effective immunotherapy strategies.
Collapse
Affiliation(s)
- Mingjun Zheng
- Department of Gynecology and Obstetrics, Shengjing Hospital of China Medical University, Liaoning 110004, China.,Key Laboratory of Maternal-Fetal Medicine of Liaoning Province, Key Laboratory of Obstetrics and Gynecology of Higher Education of Liaoning Province, China.,Department of Obstetrics and Gynecology, University Hospital, LMU Munich, Maistrasse 11, 80337 Munich, Germany
| | - Yuexin Hu
- Department of Gynecology and Obstetrics, Shengjing Hospital of China Medical University, Liaoning 110004, China.,Key Laboratory of Maternal-Fetal Medicine of Liaoning Province, Key Laboratory of Obstetrics and Gynecology of Higher Education of Liaoning Province, China
| | - Rui Gou
- Department of Gynecology and Obstetrics, Shengjing Hospital of China Medical University, Liaoning 110004, China.,Key Laboratory of Maternal-Fetal Medicine of Liaoning Province, Key Laboratory of Obstetrics and Gynecology of Higher Education of Liaoning Province, China
| | - Siting Li
- Department of Gynecology and Obstetrics, Shengjing Hospital of China Medical University, Liaoning 110004, China.,Key Laboratory of Maternal-Fetal Medicine of Liaoning Province, Key Laboratory of Obstetrics and Gynecology of Higher Education of Liaoning Province, China
| | - Xin Nie
- Department of Gynecology and Obstetrics, Shengjing Hospital of China Medical University, Liaoning 110004, China.,Key Laboratory of Maternal-Fetal Medicine of Liaoning Province, Key Laboratory of Obstetrics and Gynecology of Higher Education of Liaoning Province, China
| | - Xiao Li
- Department of Gynecology and Obstetrics, Shengjing Hospital of China Medical University, Liaoning 110004, China.,Key Laboratory of Maternal-Fetal Medicine of Liaoning Province, Key Laboratory of Obstetrics and Gynecology of Higher Education of Liaoning Province, China
| | - Bei Lin
- Department of Gynecology and Obstetrics, Shengjing Hospital of China Medical University, Liaoning 110004, China.,Key Laboratory of Maternal-Fetal Medicine of Liaoning Province, Key Laboratory of Obstetrics and Gynecology of Higher Education of Liaoning Province, China
| |
Collapse
|
35
|
Rousset-Rouviere S, Rochigneux P, Chrétien AS, Fattori S, Gorvel L, Provansal M, Lambaudie E, Olive D, Sabatier R. Endometrial Carcinoma: Immune Microenvironment and Emerging Treatments in Immuno-Oncology. Biomedicines 2021; 9:biomedicines9060632. [PMID: 34199461 PMCID: PMC8228955 DOI: 10.3390/biomedicines9060632] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Revised: 05/28/2021] [Accepted: 05/31/2021] [Indexed: 12/24/2022] Open
Abstract
Endometrial cancer (EC) can easily be cured when diagnosed at an early stage. However, advanced and metastatic EC is a common disease, affecting more than 15,000 patients per year in the United Sates. Only limited treatment options were available until recently, with a taxane–platinum combination as the gold standard in first-line setting and no efficient second-line chemotherapy or hormone therapy. EC can be split into four molecular subtypes, including hypermutated cases with POLE mutations and 25–30% harboring a microsatellite instability (MSI) phenotype with mismatch repair deficiency (dMMR). These tumors display a high load of frameshift mutations, leading to increased expression of neoantigens that can be targeted by the immune system, including (but not limited) to T-cell response. Recent data have demonstrated this impact of programmed death 1 and programmed death ligand 1 (PD-1/PD-L1) inhibitors on chemo-resistant metastatic EC. The uncontrolled KEYNOTE-158 and GARNET trials have shown high response rates with pembrolizumab and dostarlimab in chemoresistant MSI-high tumors. Most responders experiment long responses that last more than one year. Similar, encouraging results were obtained for MMR proficient (MMRp) cases treated with a combination of pembrolizumab and the angiogenesis inhibitor lenvatinib. Approvals have, thus, been obtained or are underway for EC with immune checkpoint inhibitors (ICI) used as monotherapy, and in combination with antiangiogenic agents. Combinations with other targeted therapies are under evaluation and randomized studies are ongoing to explore the impact of ICI-chemotherapy triplets in first-line setting. We summarize in this review the current knowledge of the immune environment of EC, both for MMRd and MMRp tumors. We also detail the main clinical data regarding PD-1/PD-L1 inhibitors and discuss the next steps of development for immunotherapy, including various ICI-based combinations planned to limit resistance to immunotherapy.
Collapse
Affiliation(s)
- Sandrine Rousset-Rouviere
- Immunomonitoring Department, Institut Paoli-Calmettes, 13009 Marseille, France; (S.R.-R.); (P.R.); (A.-S.C.); (S.F.); (L.G.); (E.L.); (D.O.)
- Department of Surgical Oncology, Institut Paoli-Calmettes, 13009 Marseille, France
- Predictive Oncology Laboratory, CRCM, Inserm U1068, CNRS U7258, Institut Paoli-Calmettes, Aix Marseille University, 13009 Marseille, France
| | - Philippe Rochigneux
- Immunomonitoring Department, Institut Paoli-Calmettes, 13009 Marseille, France; (S.R.-R.); (P.R.); (A.-S.C.); (S.F.); (L.G.); (E.L.); (D.O.)
- Predictive Oncology Laboratory, CRCM, Inserm U1068, CNRS U7258, Institut Paoli-Calmettes, Aix Marseille University, 13009 Marseille, France
- Department of Medical Oncology, Institut Paoli-Calmettes, 13009 Marseille, France;
| | - Anne-Sophie Chrétien
- Immunomonitoring Department, Institut Paoli-Calmettes, 13009 Marseille, France; (S.R.-R.); (P.R.); (A.-S.C.); (S.F.); (L.G.); (E.L.); (D.O.)
- Predictive Oncology Laboratory, CRCM, Inserm U1068, CNRS U7258, Institut Paoli-Calmettes, Aix Marseille University, 13009 Marseille, France
- Team Immunity and Cancer, CRCM, Inserm U1068, CNRS U7258, Institut Paoli-Calmettes, Aix Marseille University, 13009 Marseille, France
| | - Stéphane Fattori
- Immunomonitoring Department, Institut Paoli-Calmettes, 13009 Marseille, France; (S.R.-R.); (P.R.); (A.-S.C.); (S.F.); (L.G.); (E.L.); (D.O.)
- Predictive Oncology Laboratory, CRCM, Inserm U1068, CNRS U7258, Institut Paoli-Calmettes, Aix Marseille University, 13009 Marseille, France
- Team Immunity and Cancer, CRCM, Inserm U1068, CNRS U7258, Institut Paoli-Calmettes, Aix Marseille University, 13009 Marseille, France
| | - Laurent Gorvel
- Immunomonitoring Department, Institut Paoli-Calmettes, 13009 Marseille, France; (S.R.-R.); (P.R.); (A.-S.C.); (S.F.); (L.G.); (E.L.); (D.O.)
- Predictive Oncology Laboratory, CRCM, Inserm U1068, CNRS U7258, Institut Paoli-Calmettes, Aix Marseille University, 13009 Marseille, France
- Team Immunity and Cancer, CRCM, Inserm U1068, CNRS U7258, Institut Paoli-Calmettes, Aix Marseille University, 13009 Marseille, France
| | - Magali Provansal
- Department of Medical Oncology, Institut Paoli-Calmettes, 13009 Marseille, France;
| | - Eric Lambaudie
- Immunomonitoring Department, Institut Paoli-Calmettes, 13009 Marseille, France; (S.R.-R.); (P.R.); (A.-S.C.); (S.F.); (L.G.); (E.L.); (D.O.)
- Department of Surgical Oncology, Institut Paoli-Calmettes, 13009 Marseille, France
- Predictive Oncology Laboratory, CRCM, Inserm U1068, CNRS U7258, Institut Paoli-Calmettes, Aix Marseille University, 13009 Marseille, France
| | - Daniel Olive
- Immunomonitoring Department, Institut Paoli-Calmettes, 13009 Marseille, France; (S.R.-R.); (P.R.); (A.-S.C.); (S.F.); (L.G.); (E.L.); (D.O.)
- Predictive Oncology Laboratory, CRCM, Inserm U1068, CNRS U7258, Institut Paoli-Calmettes, Aix Marseille University, 13009 Marseille, France
- Team Immunity and Cancer, CRCM, Inserm U1068, CNRS U7258, Institut Paoli-Calmettes, Aix Marseille University, 13009 Marseille, France
| | - Renaud Sabatier
- Immunomonitoring Department, Institut Paoli-Calmettes, 13009 Marseille, France; (S.R.-R.); (P.R.); (A.-S.C.); (S.F.); (L.G.); (E.L.); (D.O.)
- Predictive Oncology Laboratory, CRCM, Inserm U1068, CNRS U7258, Institut Paoli-Calmettes, Aix Marseille University, 13009 Marseille, France
- Department of Medical Oncology, Institut Paoli-Calmettes, 13009 Marseille, France;
- Correspondence: ; Tel.: +33-4-9122-3537
| |
Collapse
|
36
|
Liu X, Liu C, Liu J, Song Y, Wang S, Wu M, Yu S, Cai L. Identification of Tumor Microenvironment-Related Alternative Splicing Events to Predict the Prognosis of Endometrial Cancer. Front Oncol 2021; 11:645912. [PMID: 33996564 PMCID: PMC8116885 DOI: 10.3389/fonc.2021.645912] [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: 02/17/2021] [Accepted: 04/06/2021] [Indexed: 12/24/2022] Open
Abstract
Background Endometrial cancer (EC) is one of the most common female malignant tumors. The immunity is believed to be associated with EC patients’ survival, and growing studies have shown that aberrant alternative splicing (AS) might contribute to the progression of cancers. Methods We downloaded the clinical information and mRNA expression profiles of 542 tumor tissues and 23 normal tissues from The Cancer Genome Atlas (TCGA) database. ESTIMATE algorithm was carried out on each EC sample, and the OS-related different expressed AS (DEAS) events were identified by comparing the high and low stromal/immune scores groups. Next, we constructed a risk score model to predict the prognosis of EC patients. Finally, we used unsupervised cluster analysis to compare the relationship between prognosis and tumor immune microenvironment. Results The prognostic risk score model was constructed based on 16 OS-related DEAS events finally identified, and then we found that compared with high-risk group the OS in the low-risk group was notably better. Furthermore, according to the results of unsupervised cluster analysis, we found that the better the prognosis, the higher the patient’s ESTIMATE score and the higher the infiltration of immune cells. Conclusions We used bioinformatics to construct a gene signature to predict the prognosis of patients with EC. The gene signature was combined with tumor microenvironment (TME) and AS events, which allowed a deeper understanding of the immune status of EC patients, and also provided new insights for clinical patients with EC.
Collapse
Affiliation(s)
- Xuan Liu
- Department of Obstetrics and Gynecology, Jinhua People's Hospital, Jinhua, China
| | - Chuan Liu
- Department of Medical Oncology, The First Hospital of China Medical University, Shenyang, China
| | - Jie Liu
- Department of Gynecology, Jinhua People's Hospital, Jinhua, China
| | - Ying Song
- Department of Gynecology, Jinhua People's Hospital, Jinhua, China
| | - Shanshan Wang
- Department of Gynecology, Jinhua People's Hospital, Jinhua, China
| | - Miaoqing Wu
- Department of Gynecology, Jinhua People's Hospital, Jinhua, China
| | - Shanshan Yu
- Department of Chemoradiation Oncology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Luya Cai
- Department of Obstetrics and Gynecology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| |
Collapse
|
37
|
Chen Q, Wang S, Lang JH. Development and validation of nomogram with tumor microenvironment-related genes and clinical factors for predicting overall survival of endometrial cancer. J Cancer 2021; 12:3530-3538. [PMID: 33995630 PMCID: PMC8120177 DOI: 10.7150/jca.51493] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2020] [Accepted: 03/11/2021] [Indexed: 11/05/2022] Open
Abstract
Background: Tumor microenvironment (TME) has attracted lots of attention with its important role in the tumor development. This study aimed to explore TME- related genes of prognostic value in patients with endometrial cancer (EC) and establish a prediction model for EC. Methods: The RNA-Seq data and clinicopathological characteristics of 521 subjects were obtained from The Cancer Genome Atlas (TCGA) database. Differentially expressed genes (DEGs) were identified based on the immune and stromal scores, which were calculated by the ESTIMATE algorithm. Hub genes were initially screened using the Cytoscape and further selected through Cox regression. Gene correlation analysis was performed in TIMER database. A nomogram was constructed integrating prognosis-related hub genes and clinical factors and validated in the validation group. Risk stratification was performed based on the nomogram. Results: Three TME-related hub genes (CCR5, FCER1G, and ITGB2) were found with significant prognostic value for EC patients. The expression of CCR5, FCER1G, and ITGB2 were significantly correlated with various immune cells infiltration. Based on the Cox regression, a nomogram was constructed by integrating five predictors (stage, grade, immune score, expression of FCER1G, and ITGB2), with a C-index of 0.765. Discrimination of the model was confirmed in the validation group (C-index: 0.716). The calibration curves for the 3- and 5- year survival indicated good calibration. Patients in high- and low- risk groups presented significantly different survival outcomes (P<0.001) in both discovery and validation group. Conclusion: TME-related hub genes of prognostic value identified in our study may provide references for the mechanisms underlying EC development and the immunotherapy for EC. The prediction model may help assess the prognosis of EC patients.
Collapse
Affiliation(s)
- Qian Chen
- Department of Gynecology and Obstetrics, Peking Union Medical College Hospital (PUMCH), Chinese Academy of Medical Sciences (CAMS) & Peking Union Medical College, National Clinical Research Center for Obstetric & Gynecologic Diseases. Beijing, P.R, China
| | - Shu Wang
- Department of Gynecology and Obstetrics, Peking Union Medical College Hospital (PUMCH), Chinese Academy of Medical Sciences (CAMS) & Peking Union Medical College, National Clinical Research Center for Obstetric & Gynecologic Diseases. Beijing, P.R, China
| | - Jing-He Lang
- Department of Gynecology and Obstetrics, Peking Union Medical College Hospital (PUMCH), Chinese Academy of Medical Sciences (CAMS) & Peking Union Medical College, National Clinical Research Center for Obstetric & Gynecologic Diseases. Beijing, P.R, China
| |
Collapse
|
38
|
The landscape and prognostic value of immune characteristics in uterine corpus endometrial cancer. Biosci Rep 2021; 41:228178. [PMID: 33782686 PMCID: PMC8062954 DOI: 10.1042/bsr20202321] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Revised: 03/23/2021] [Accepted: 03/24/2021] [Indexed: 12/23/2022] Open
Abstract
In the present study, we explored the clinical and immunological characteristics of 575 uterine corpus endometrial carcinoma (UCEC) samples obtained from The Cancer Genome Atlas (TCGA) using the ESTIMATE and CIBERSORT algorithms. First, Kaplan-Meier and univariate Cox regression analyses indicated that the immune cell score was a prognostic factor for overall survival (OS) and recurrence-free survival (RFS). Multivariate Cox regression analysis further revealed that the immune cell score was an independent prognostic factor for UCEC patients. Second, we investigated the correlation between the infiltration levels of 22 types of immune cells and the immune score. Survival analysis based on the 22 immune cell types showed that higher levels of regulatory T cell, activated NK cell, and follicular helper T-cell infiltration were associated with longer OS, while higher levels of CD8+ T cell and naive B-cell infiltration were associated with longer RFS. Next, we performed differential expression and prognosis analyses on 1534 immune-related genes and selected five from 14 candidate genes to construct a prognostic prediction model. The area under the receiver-operating characteristic (ROC) curve (AUC) for 3- and 5-year survival were 0.711 and 0.728, respectively. Further validation using a stage I-II subgroup showed similar results, presenting AUC values for 3- and five-year survival of 0.677 and 0.692, respectively. Taken together, the present study provides not only a deeper understanding of the relationship between UCEC and the immune landscape but also guidance for the future development of UCEC immunotherapy.
Collapse
|
39
|
Chemical complementarity between immune receptors and cancer mutants, independent of antigen presentation protein binding, is associated with increased survival rates. Transl Oncol 2021; 14:101069. [PMID: 33780706 PMCID: PMC8039726 DOI: 10.1016/j.tranon.2021.101069] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2020] [Revised: 01/19/2021] [Accepted: 03/08/2021] [Indexed: 01/09/2023] Open
Abstract
Establishment of an immunological distinction between endometrioid and serous uterine cancers. High priority CDR3s, mutant amino acids (AA) for endometrioid cancer prognosis, therapy tools. Further understanding of CDR3-mutant AA complementarity scoring factors, such as HLA binding.
Uterine cancer has been associated with a T-cell immune response that leads to increased survival. Therefore, we used several bioinformatics approaches to explore specific interactions between T-cell receptor (TCR) and tumor mutant peptide sequences. Using endometrioid uterine cancer exome files from the The Cancer Genome Atlas database, we obtained tumor resident V-J recombinations for the T-Cell Receptor alpha gene (TRA). The charged-based, chemical complementarity for each patient's LRP2 or TTN mutant amino acids (AAs) and the recovered, TRA complementarity determining region-3 (CDR3) sequences was calculated, allowing a division of patients into complementary and noncomplementary groups. Complementary groups with TTN mutants had increased disease-free survival and increased expression of complement genes. Furthermore, the survival distinction based on CDR3-mutant peptide complementarity was independent of programmatically assessed HLA class II binding and was not observable based on the CDR3 AA chemical features alone. The above approach provides a potential, highly efficient method for identifying TCR targets in uterine cancer and may aid in the development of novel prognostic tools.
Collapse
|
40
|
Kumamoto K, Tasaki T, Ohnishi K, Shibata M, Shimajiri S, Harada M, Komohara Y, Nakayama T. CD169 Expression on Lymph Node Macrophages Predicts in Patients With Gastric Cancer. Front Oncol 2021; 11:636751. [PMID: 33816277 PMCID: PMC8017296 DOI: 10.3389/fonc.2021.636751] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Accepted: 03/01/2021] [Indexed: 12/31/2022] Open
Abstract
The induction of an anti-cancer immune responses is potentially associated with the efficacy of anti-cancer therapy. Recent studies have indicated that sinus macrophages in regional lymph nodes are involved in anti-cancer immune responses in the cancer microenvironment. In the present study, we investigated the correlation between lymphocyte infiltration in cancer tissues and macrophage activation in regional lymph nodes. We retrospectively identified 294 patients with gastric cancer who underwent surgery from 2008 to 2012. Using immunohistochemistry, we evaluated CD169-expression on CD68-positive macrophages, and the density of CD8-postive lymphocytes in tumor microenvironment. We statistically examined the correlation between CD169 and CD8 expression, and performed Cox regression analysis of potential prognostic factors, including CD169 and CD8 expression, for cancer-specific survival (CSS) in patients with total and advanced gastric cancer. CD169 overexpression in lymph node sinus macrophages (LySMs) was positively correlated to the density of CD8-positive lymphocytes in primary cancer tissues (R = 0.367, p < 0.001). A high density of CD8-positive T lymphocytes in the primary site and a high level of CD169 expression in LySMs were independently associated with greater CSS in patients with total and advanced gastric cancer (p < 0.05 for all). The expression on CD169 in LySMs is a predictor of a favorable clinical course in patients with gastric cancer, and might be useful for evaluating anti-cancer immune responses.
Collapse
Affiliation(s)
- Keiichiro Kumamoto
- Department of Pathology, University of Environmental and Occupational Health, Fukuoka, Japan.,Third Department of Internal Medicine, University of Occupational and Environmental Health, Fukuoka, Japan
| | - Takashi Tasaki
- Department of Pathology, University of Environmental and Occupational Health, Fukuoka, Japan.,Department of Pathology, Graduate School of Medical and Dental Sciences, Kagoshima University, Kagoshima, Japan
| | - Koji Ohnishi
- Department of Cell Pathology, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Michihiko Shibata
- Third Department of Internal Medicine, University of Occupational and Environmental Health, Fukuoka, Japan
| | - Shohei Shimajiri
- Department of Pathology, University of Environmental and Occupational Health, Fukuoka, Japan
| | - Masaru Harada
- Third Department of Internal Medicine, University of Occupational and Environmental Health, Fukuoka, Japan
| | - Yoshihiro Komohara
- Department of Cell Pathology, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan.,Center for Metabolic Regulation of Healthy Aging, Kumamoto University, Kumamoto, Japan
| | - Toshiyuki Nakayama
- Department of Pathology, University of Environmental and Occupational Health, Fukuoka, Japan
| |
Collapse
|
41
|
Huang Q, Qu T, Qi L, Liu C, Guo Y, Guo Q, Li G, Wang Y, Zhang W, Zhao W, Ren D, Sun L, Wang S, Meng B, Sun B, Zhang B, Ma W, Cao W. A nomogram-based immune-serum scoring system predicts overall survival in patients with lung adenocarcinoma. Cancer Biol Med 2021; 18:j.issn.2095-3941.2020.0648. [PMID: 33710816 PMCID: PMC8185867 DOI: 10.20892/j.issn.2095-3941.2020.0648] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Accepted: 12/31/2020] [Indexed: 12/14/2022] Open
Abstract
OBJECTIVE The immunoscore, which is used to quantify immune infiltrates, has greater relative prognostic value than tumor, node, and metastasis (TNM) stage and might serve as a new system for classification of colorectal cancer. However, a comparable immunoscore for predicting lung adenocarcinoma (LUAD) prognosis is currently lacking. METHODS We analyzed the expression of 18 immune features by immunohistochemistry in 171 specimens. The relationship of immune marker expression and clinicopathologic factors to the overall survival (OS) was analyzed with the Kaplan-Meier method. A nomogram was developed by using the optimal features selected by least absolute shrinkage and selection operator (LASSO) regression in the training cohort (n = 111) and evaluated in the validation cohort (n = 60). RESULTS The indicators integrated in the nomogram were TNM stage, neuron-specific enolase, carcino-embryonic antigen, CD8center of tumor (CT), CD8invasive margin (IM), FoxP3CT, and CD45ROCT. The calibration curve showed prominent agreement between the observed 2- and 5-year OS and that predicted by the nomogram. To simplify the nomogram, we developed a new immune-serum scoring system (I-SSS) based on the points awarded for each factor in the nomogram. Our I-SSS was able to stratify same-stage patients into different risk subgroups. The combination of I-SSS and TNM stage had better prognostic value than the TNM stage alone. CONCLUSIONS Our new I-SSS can accurately and individually predict LUAD prognosis and may be used to supplement prognostication based on the TNM stage.
Collapse
Affiliation(s)
- Qiujuan Huang
- Department of Pathology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin’s Clinical Research Center for Cancer, Tianjin 300060, China
| | - Tongyuan Qu
- Department of Pathology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin’s Clinical Research Center for Cancer, Tianjin 300060, China
| | - Lisha Qi
- Department of Pathology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin’s Clinical Research Center for Cancer, Tianjin 300060, China
| | - Changxu Liu
- Department of Pathology, Tianjin Academy of Traditional Chinese Medicine Affiliated Hospital, Tianjin 300120, China
| | - Yuhong Guo
- Department of Pathology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin’s Clinical Research Center for Cancer, Tianjin 300060, China
| | - Qianru Guo
- Department of Pathology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin’s Clinical Research Center for Cancer, Tianjin 300060, China
| | - Guangning Li
- Department of Pathology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin’s Clinical Research Center for Cancer, Tianjin 300060, China
| | - Yalei Wang
- Department of Pathology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin’s Clinical Research Center for Cancer, Tianjin 300060, China
| | - Wenshuai Zhang
- Department of Pathology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin’s Clinical Research Center for Cancer, Tianjin 300060, China
| | - Wei Zhao
- Department of Pathology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin’s Clinical Research Center for Cancer, Tianjin 300060, China
| | - Danyang Ren
- Department of Pathology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin’s Clinical Research Center for Cancer, Tianjin 300060, China
| | - Leina Sun
- Department of Pathology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin’s Clinical Research Center for Cancer, Tianjin 300060, China
| | | | - Bin Meng
- Department of Pathology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin’s Clinical Research Center for Cancer, Tianjin 300060, China
| | - Baocun Sun
- Department of Pathology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin’s Clinical Research Center for Cancer, Tianjin 300060, China
| | | | - Wenjuan Ma
- Department of Breast Imaging, Key Laboratory of Breast Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin’s Clinical Research Center for Cancer, Tianjin 300060, China
| | - Wenfeng Cao
- Department of Pathology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, Tianjin’s Clinical Research Center for Cancer, Tianjin 300060, China
| |
Collapse
|
42
|
Zhao L, Fu X, Han X, Yu Y, Ye Y, Gao J. Tumor mutation burden in connection with immune-related survival in uterine corpus endometrial carcinoma. Cancer Cell Int 2021; 21:80. [PMID: 33509222 PMCID: PMC7842022 DOI: 10.1186/s12935-021-01774-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Accepted: 01/11/2021] [Indexed: 12/15/2022] Open
Abstract
Background UCEC is the most common gynecological malignancy in many countries, and its mechanism of occurrence and development is related to tumor mutation burden (TMB) and immune cell infiltration. Therefore, it is necessary to systematically explore the TMB-related gene profile in immune cells to improve the prognosis of UCEC. Methods We integrated TMB-related genes with basic clinical information of UCEC patients based on TCGA dataset. Differentially expressed genes (DEGs) were selected through differential expression screening, PPI, and enrichment analysis. Additionally, we analyzed the components of immune cell infiltration of the DEGs to obtain the differential immunity-related genes. A single factor and multifactor Cox regression analyses were conducted to establish new prognostic indicators of OS and DFS based on TMB-related immune genes. To further study the correlation between survival and immune cell infiltration, a Cox model based on these immune infiltration compositions was built. Using the clinical variables, we established nomograms for OS and DFS. Results 393 DEGs were significantly associated with clinical outcomes and the immune component in patients with UCEC. Gene Ontology (GO) and Kyoto Encyclopedia of Genes, Genomes (KEGG) pathway and protein-protein interaction network (PPI) analyses revealed the role of these genes and information on related pathways. Then, two prognostic models were established based on the differential immune genes for OS (GFAP and MX2) and DFS (MX2, GFAP, IGHM, FGF20, and TRAV21). In DFS, the differential immune genes were related to CD4+ T cell, CD8+ T cell, macrophage, and neutrophil (all P < 0.05). B cell and CD8+ T cell were independent prognostic factors from among the immune cell elements in UCEC. Finally, the risk scores of these models were combined with the clinical elements-based nomogram models, and the AUC values were all over 0.7. Conclusions Our results identified several clinically significant differential immune genes and established relevant prognostic models, providing a basis for the molecular analysis of TMB and immune cells in UCEC, and identified potential prognostic and immune-related genes for UCEC. We added clinical related conditions for further analysis to confirm the identity of the genes and clinical elements-based models.
Collapse
Affiliation(s)
- Ling Zhao
- Department of Gynecology, Second Affiliated Hospital of Guizhou Medical University, Qiandongnan Second People's Hospital, Kaili, 556000, Guizhou, China
| | - Xueshu Fu
- Department of Gynecology, Huaian Maternity and Child Health Care Hospital, Huaian, 223002, Jiangsu, China
| | - Xiling Han
- Department of Obstetrics and Gynecology, Clinical Medical College of Yangzhou University, Yangzhou, 225001, Jiangsu, China
| | - Yanjun Yu
- Department of Gynecologic Oncology, Dalian Medical University, Dalian, 116000, Liaoning, China
| | - Yaping Ye
- Department of Gynecologic Oncology, Dalian Medical University, Dalian, 116000, Liaoning, China
| | - Jun Gao
- Department of Obstetrics and Gynecology, Northern Jiangsu People's Hospital, 98 W Nantong Rd, Yangzhou, 225001, Jiangsu, China.
| |
Collapse
|
43
|
Lalos A, Tülek A, Tosti N, Mechera R, Wilhelm A, Soysal S, Daester S, Kancherla V, Weixler B, Spagnoli GC, Eppenberger-Castori S, Terracciano L, Piscuoglio S, von Flüe M, Posabella A, Droeser RA. Prognostic significance of CD8+ T-cells density in stage III colorectal cancer depends on SDF-1 expression. Sci Rep 2021; 11:775. [PMID: 33436863 PMCID: PMC7803998 DOI: 10.1038/s41598-020-80382-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Accepted: 12/21/2020] [Indexed: 02/08/2023] Open
Abstract
Since colorectal cancer (CRC) remains one of the most common malignancies, a tremendous amount of studies keep taking place in this field. Over the past 25 years, a notable part of the scientific community has focused on the association between the immune system and colorectal cancer. A variety of studies have shown that high densities of infiltrating CD8+ T-cells are associated with improved disease-free and overall survival in CRC. Stromal cell-derived factor-1 (SDF-1) is a protein that regulates leukocyte trafficking and is variably expressed in several healthy and malignant tissues. There is strong evidence that SDF-1 has a negative prognostic impact on a variety of solid tumors. However, the existing data do not provide sufficient evidence that the expression of SDF-1 has an influence on CRC. Knowing nowadays, that the microenvironment plays a crucial role in the development of cancer, we hypothesized that the expression of SDF-1 in CRC could influence the prognostic significance of CD8+ T-cells, as an indicator of the essential role of the immune microenvironment in cancer development. Therefore, we explored the combined prognostic significance of CD8+ T-cell density and SDF-1 expression in a large CRC collective. We analyzed a tissue microarray of 613 patient specimens of primary CRCs by immunohistochemistry (IHC) for the CD8 + T-cells density and the expression of SDF-1 by tumor cells and tumor-infiltrating immune cells. Besides, we analyzed the expression of SDF-1 at the RNA level in The Cancer Genome Atlas cohort. We found that the combined high CD8+ T-cell infiltration and expression of SDF-1 shows a favorable 5-year overall survival rate (66%; 95% CI 48-79%) compared to tumors showing a high expression of CD8+ T-cell only (55%; 95% CI 45-64%; p = 0.0004). After stratifying the patients in nodal negative and positive groups, we found that the prognostic significance of CD8+ T-cell density in nodal positive colorectal cancer depends on SDF-1 expression. Univariate and multivariate Hazard Cox regression survival analysis considering the combination of both markers revealed that the combined high expression of SDF-1 and CD8+ T-cell density was an independent, favorable, prognostic marker for overall survival (HR = 0.34, 95% CI 0.17-0.66; p = 0.002 and HR = 0.45, 95% CI 0.23-0.89; p = 0.021, respectively). In our cohort there was a very weak correlation between SDF-1 and CD8+ T-cells (rs = 0.13, p = 0.002) and in the trascriptomic expression of these two immune markers display a weak correlation (rs = 0.28, p < 0.001) which was significantly more pronounced in stage III cancers (rs = 0.40, p < 0.001). The combination of high CD8+ T-cell density and expression of SDF-1 represents an independent, favorable, prognostic condition in CRC, mostly in patients with stage III disease.
Collapse
Affiliation(s)
- Alexandros Lalos
- University Center for Gastrointestinal and Liver Diseases, Clarunis, University of Basel, Basel, Switzerland.
| | - Ali Tülek
- University Center for Gastrointestinal and Liver Diseases, Clarunis, University of Basel, Basel, Switzerland
| | - Nadia Tosti
- Institute of Pathology and Medical Genetics, University Hospital Basel, Basel, Switzerland
| | - Robert Mechera
- University Center for Gastrointestinal and Liver Diseases, Clarunis, University of Basel, Basel, Switzerland
| | - Alexander Wilhelm
- University Center for Gastrointestinal and Liver Diseases, Clarunis, University of Basel, Basel, Switzerland
| | - Savas Soysal
- University Center for Gastrointestinal and Liver Diseases, Clarunis, University of Basel, Basel, Switzerland
| | - Silvio Daester
- University Center for Gastrointestinal and Liver Diseases, Clarunis, University of Basel, Basel, Switzerland
- Department of Colorectal Surgery, Royal Prince Alfred Hospital, Sydney, Australia
| | - Venkatesh Kancherla
- Institute of Pathology and Medical Genetics, University Hospital Basel, Basel, Switzerland
| | - Benjamin Weixler
- Department of Surgery, Charité University Hospital, Campus Benjamin Franklin, Berlin, Germany
| | - Giulio C Spagnoli
- Department of Biomedicine, University Hospital Basel, Basel, Switzerland
| | | | - Luigi Terracciano
- Institute of Pathology and Medical Genetics, University Hospital Basel, Basel, Switzerland
| | - Salvatore Piscuoglio
- Institute of Pathology and Medical Genetics, University Hospital Basel, Basel, Switzerland
- Visceral Surgery Research Laboratory, Clarunis, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Markus von Flüe
- University Center for Gastrointestinal and Liver Diseases, Clarunis, University of Basel, Basel, Switzerland
- Visceral Surgery Research Laboratory, Clarunis, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Alberto Posabella
- University Center for Gastrointestinal and Liver Diseases, Clarunis, University of Basel, Basel, Switzerland
| | - Raoul A Droeser
- University Center for Gastrointestinal and Liver Diseases, Clarunis, University of Basel, Basel, Switzerland.
| |
Collapse
|
44
|
Gotoh O, Kiyotani K, Chiba T, Sugiyama Y, Takazawa Y, Nemoto K, Kato K, Tanaka N, Nomura H, Hasegawa K, Fujiwara K, Takamatsu S, Matsumura N, Noda T, Mori S. Immunogenomic landscape of gynecologic carcinosarcoma. Gynecol Oncol 2020; 160:547-556. [PMID: 33298310 DOI: 10.1016/j.ygyno.2020.11.030] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2020] [Accepted: 11/26/2020] [Indexed: 02/07/2023]
Abstract
OBJECTIVE Carcinosarcoma (CS) of the uterus or ovary is a rare, biphasic tumor comprising epithelial and mesenchymal elements, and exhibits more aggressive clinical features than its carcinoma counterpart. Four molecular subtypes of CS were recently established based on genomic aberration profiles (POLE, MSI, CNH, and CNL) and shown to be associated with multiple clinicopathological parameters, including patient outcomes. However, the role of the immune microenvironment in CS remains unclear. Here, we investigated the influence of the immune cells that infiltrate CS to better understand the immunological status of gynecological CS. METHODS Tumor immune microenvironmental analyses on CS samples were performed using immune cell profiling with RNA-seq, transcriptomic subtyping with microenvironmental genes, and T-cell receptor repertoire assay. Carcinoma and sarcoma elements from CS samples were also assessed separately. RESULTS Relying on estimations of tumor-infiltrating cell types from RNA-seq data, POLE and MSI (hypermutator) tumors showed an enrichment of M1 macrophages, plasma cells and CD8+ T cells, whereas CNH and CNL (non-hypermutator) tumors had high levels of M2 macrophages. Further subclassification by immune-related, non-cancer genes identified a fraction of tumors with distinct patient outcomes, particularly those with the CNH genomic aberration subtype. T-cell heterogeneity was independently correlated with prolonged progression-free survival. Differential analysis of carcinoma and sarcoma elements identified many shared mutations but there was little overlap in the T-cell receptor repertoire between the two elements. CONCLUSIONS Tumor immune microenvironmental analyses could offer potential clinical utility in the stratification of gynecological CS above classification by genomic aberration subtype alone.
Collapse
Affiliation(s)
- Osamu Gotoh
- Project for Development of Innovative Research on Cancer Therapeutics, Cancer Precision Medicine Center, Japanese Foundation for Cancer Research, 3-8-31 Ariake, Koto-ku, Tokyo, Japan
| | - Kazuma Kiyotani
- Project for Immunogenomics, Cancer Precision Medicine Center, Japanese Foundation for Cancer Research, 3-8-31 Ariake, Koto-ku, Tokyo, Japan
| | - Tomohiro Chiba
- Department of Pathology, Cancer Institute Hospital, Japanese Foundation for Cancer Research, 3-8-31 Ariake, Koto-ku, Tokyo, Japan
| | - Yuko Sugiyama
- Department of Gynecology, Cancer Institute Hospital, Japanese Foundation for Cancer Research, 3-8-31 Ariake, Koto-ku, Tokyo, Japan
| | - Yutaka Takazawa
- Department of Pathology, Cancer Institute Hospital, Japanese Foundation for Cancer Research, 3-8-31 Ariake, Koto-ku, Tokyo, Japan
| | - Kensaku Nemoto
- Project for Immunogenomics, Cancer Precision Medicine Center, Japanese Foundation for Cancer Research, 3-8-31 Ariake, Koto-ku, Tokyo, Japan
| | - Kazuyoshi Kato
- Department of Gynecology, Cancer Institute Hospital, Japanese Foundation for Cancer Research, 3-8-31 Ariake, Koto-ku, Tokyo, Japan
| | - Norio Tanaka
- Project for Development of Innovative Research on Cancer Therapeutics, Cancer Precision Medicine Center, Japanese Foundation for Cancer Research, 3-8-31 Ariake, Koto-ku, Tokyo, Japan
| | - Hidetaka Nomura
- Department of Gynecology, Cancer Institute Hospital, Japanese Foundation for Cancer Research, 3-8-31 Ariake, Koto-ku, Tokyo, Japan
| | - Kosei Hasegawa
- Department of Gynecologic Oncology, Saitama Medical University International Medical Center, 1397-1 Yamane, Hidaka-shi, Saitama, Japan
| | - Keiichi Fujiwara
- Department of Gynecologic Oncology, Saitama Medical University International Medical Center, 1397-1 Yamane, Hidaka-shi, Saitama, Japan
| | - Shiro Takamatsu
- Department of Gynecologic Oncology, Kyoto University Hospital, 54 Kawaharacho, Shogoin, Sakyo-ku, Kyoto, Japan
| | - Noriomi Matsumura
- Department of Obstetrics and Gynecology, Kindai University Faculty of Medicine, 377-2 Ohnohigashi, Osaka-Sayama, Osaka, Japan
| | - Tetsuo Noda
- Cancer Institute, Japanese Foundation for Cancer Research, 3-8-31 Ariake, Koto-ku, Tokyo, Japan
| | - Seiichi Mori
- Project for Development of Innovative Research on Cancer Therapeutics, Cancer Precision Medicine Center, Japanese Foundation for Cancer Research, 3-8-31 Ariake, Koto-ku, Tokyo, Japan.
| |
Collapse
|
45
|
Horeweg N, de Bruyn M, Nout RA, Stelloo E, Kedziersza K, León-Castillo A, Plat A, Mertz KD, Osse M, Jürgenliemk-Schulz IM, Lutgens LCHW, Jobsen JJ, van der Steen-Banasik EM, Smit VT, Creutzberg CL, Bosse T, Nijman HW, Koelzer VH, Church DN. Prognostic Integrated Image-Based Immune and Molecular Profiling in Early-Stage Endometrial Cancer. Cancer Immunol Res 2020; 8:1508-1519. [PMID: 32999003 DOI: 10.1158/2326-6066.cir-20-0149] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2020] [Revised: 07/02/2020] [Accepted: 09/24/2020] [Indexed: 11/16/2022]
Abstract
Optimum risk stratification in early-stage endometrial cancer combines clinicopathologic factors and the molecular endometrial cancer classification defined by The Cancer Genome Atlas (TCGA). It is unclear whether analysis of intratumoral immune infiltrate improves this. We developed a machine-learning, image-based algorithm to quantify density of CD8+ and CD103+ immune cells in tumor epithelium and stroma in 695 stage I endometrioid endometrial cancers from the PORTEC-1 and -2 trials. The relationship between immune cell density and clinicopathologic/molecular factors was analyzed by hierarchical clustering and multiple regression. The prognostic value of immune infiltrate by cell type and location was analyzed by univariable and multivariable Cox regression, incorporating the molecular endometrial cancer classification. Tumor-infiltrating immune cell density varied substantially between cases, and more modestly by immune cell type and location. Clustering revealed three groups with high, intermediate, and low densities, with highly significant variation in the proportion of molecular endometrial cancer subgroups between them. Univariable analysis revealed intraepithelial CD8+ cell density as the strongest predictor of endometrial cancer recurrence; multivariable analysis confirmed this was independent of pathologic factors and molecular subgroup. Exploratory analysis suggested this association was not uniform across molecular subgroups, but greatest in tumors with mutant p53 and absent in DNA mismatch repair-deficient cancers. Thus, this work identified that quantification of intraepithelial CD8+ cells improved upon the prognostic utility of the molecular endometrial cancer classification in early-stage endometrial cancer.
Collapse
Affiliation(s)
- Nanda Horeweg
- Department of Radiation Oncology, Leiden University Medical Center, Leiden, the Netherlands
| | - Marco de Bruyn
- Department of Gynaecologic Oncology, University Medical Center Groningen, Groningen, the Netherlands
| | - Remi A Nout
- Department of Radiation Oncology, Leiden University Medical Center, Leiden, the Netherlands
| | - Ellen Stelloo
- Department of Pathology, Leiden University Medical Center, Leiden, the Netherlands
| | - Katarzyna Kedziersza
- Wellcome Centre for Human Genetics, University of Oxford, Roosevelt Drive, Oxford, United Kingdom
| | - Alicia León-Castillo
- Department of Pathology, Leiden University Medical Center, Leiden, the Netherlands
| | - Annechien Plat
- Department of Gynaecologic Oncology, University Medical Center Groningen, Groningen, the Netherlands
| | - Kirsten D Mertz
- Cantonal Hospital Baselland, Institute of Pathology, Liestal, Switzerland
| | - Michelle Osse
- Department of Pathology, Leiden University Medical Center, Leiden, the Netherlands
| | | | | | - Jan J Jobsen
- Department of Radiotherapy, Medisch Spectrum Twente, Enschede, the Netherlands
| | | | - Vincent T Smit
- Department of Pathology, Leiden University Medical Center, Leiden, the Netherlands
| | - Carien L Creutzberg
- Department of Radiation Oncology, Leiden University Medical Center, Leiden, the Netherlands
| | - Tjalling Bosse
- Department of Pathology, Leiden University Medical Center, Leiden, the Netherlands
| | - Hans W Nijman
- Department of Gynaecologic Oncology, University Medical Center Groningen, Groningen, the Netherlands
| | - Viktor H Koelzer
- Department of Pathology and Molecular Pathology, University of Zurich, Zurich, Switzerland
- Department of Oncology and Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
| | - David N Church
- Department of Pathology, Leiden University Medical Center, Leiden, the Netherlands.
- Oxford Cancer Centre, Churchill Hospital, Oxford University Hospitals NHS Foundation Trust, Oxford, United Kingdom
- Oxford NIHR Comprehensive Biomedical Research Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, United Kingdom
| |
Collapse
|
46
|
Chatzopoulos K, Collins AR, Sotiriou S, Keeney MG, Visscher DW, Rivera M, Schembri-Wismayer DJ, Lewis JE, Greipp PT, Sukov WR, Chintakuntlawar AV, Price KA, Garcia JJ. Increased ERBB2 Gene Copy Numbers Reveal a Subset of Salivary Duct Carcinomas with High Densities of Tumor Infiltrating Lymphocytes and PD-L1 Expression. Head Neck Pathol 2020; 14:951-965. [PMID: 32350809 PMCID: PMC7669929 DOI: 10.1007/s12105-020-01163-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/14/2020] [Accepted: 04/22/2020] [Indexed: 02/08/2023]
Abstract
Salivary duct carcinoma (SDC) commonly expresses androgen receptor (AR) and HER2, giving rise to treatment implications. SDC may also express programmed-death-ligand-1 (PD-L1), a predictive marker of response to checkpoint inhibitors. PD-L1 can be associated with genomic instability and high density of tumor infiltrating lymphocytes (TILs). Evaluation of HER2 immunohistochemistry (IHC) in SDC is not standardized, and relationships between ERBB2 copy numbers, PD-L1 expression and TILs in SDC are unknown. We evaluated 32 SDCs for HER2, AR and PD-L1 expression (IHC), ERBB2 status (FISH) and TILs (slide review). HER2 was scored with three different systems (breast, gastric, proposed salivary gland). PD-L1 was evaluated with the combined positive score. Most patients were older men, presenting at advanced clinical stage with nodal or distant metastases. During follow-up (mean 5 years, range 6 months to 21 years), 25 of the 32 patients (78%) died of SDC. We propose a HER2 IHC scoring system which accurately predicts underlying ERBB2 amplification or increased copy numbers in SDC. Most tumors had increased ERBB2 copy numbers (19/32 amplification, 6/32 aneusomy), a finding associated with higher TIL densities (p = 0.045) and PD-L1 expression (p = 0.025). Patients with TILs ≥ 40% had better prognoses (Log-Rank p = 0.013), with TILs being favorable prognosticators in univariate analysis (Hazard ratio: 0.18, p = 0.024). A subset of SDCs with increased ERBB2 copy numbers have higher TILs and PD-L1 expression. TILs ≥ 40% are associated with better prognosis.
Collapse
MESH Headings
- Adult
- Aged
- Aged, 80 and over
- B7-H1 Antigen/biosynthesis
- Biomarkers, Tumor/analysis
- Carcinoma, Ductal/genetics
- Carcinoma, Ductal/immunology
- Carcinoma, Ductal/pathology
- DNA Copy Number Variations
- Female
- Gene Amplification
- Genes, erbB-2
- Humans
- Lymphocytes, Tumor-Infiltrating/immunology
- Lymphocytes, Tumor-Infiltrating/pathology
- Male
- Middle Aged
- Receptor, ErbB-2/genetics
- Receptor, ErbB-2/metabolism
- Salivary Gland Neoplasms/genetics
- Salivary Gland Neoplasms/immunology
- Salivary Gland Neoplasms/pathology
Collapse
Affiliation(s)
| | | | - Sotiris Sotiriou
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN USA
| | - Michael G. Keeney
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN USA
| | - Daniel W. Visscher
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN USA
| | - Michael Rivera
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN USA
| | | | - Jean E. Lewis
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN USA
| | - Patricia T. Greipp
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN USA
| | - William R. Sukov
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN USA
| | | | | | - Joaquin J. Garcia
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN USA
- Division of Anatomic Pathology, Department of Laboratory Medicine and Pathology, Mayo Clinic, 200 1st St SW, Rochester, MN 55905 USA
| |
Collapse
|
47
|
Integrated analysis of tumor mutation burden and immune infiltrates in endometrial cancer. Curr Probl Cancer 2020; 45:100660. [PMID: 33012523 DOI: 10.1016/j.currproblcancer.2020.100660] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Revised: 08/18/2020] [Accepted: 09/13/2020] [Indexed: 12/24/2022]
Abstract
To explore the prognostic value of tumor mutation burden (TMB) and its correlation with immune infiltrates in endometrial cancer. Transcriptome and somatic mutation profiles of Uterine Corpus Endometrial Carcinoma (UCEC) were downloaded from TCGA database. Somatic mutations were analyzed by "maftools" and visualized in waterfall plot. We calculated TMB of each patients and divided all patients into the high-TMB group and the low-TMB group by the median threshold. Survival analysis and Wilcoxon test were used to investigate the prognostic value of TMB and its association with clinical variables. Differentially expressed genes (DEGs) were identified in 2 TMN groups and functional analysis was performed to find out significant biological pathways. A TMB-related signature was conducted by multivariate analysis, receiver operating characteristic (ROC) curve was performed to predict accuracy of the model, meanwhile, a validation cohort from Fudan University Shanghai Cancer Center (FUSCC) was obtained to verify the signature. Then we estimated association between TMB and immune infiltrates by CIBERSORT algorithm and figured out prognostic immune cells of UCEC in TIMER database. Total 575 samples including 25 normal tissues and 552 tumor samples were enrolled from TCGA database. PTEN mutations accounted for the most and single nucleotide polymorphism and C>T transitions were most frequent forms of somatic mutations in UCEC. The low-TMB group possessed worse survival than the high-TMB group (P = 0.004). DEGs in 2 TMB groups were mostly enriched in adaptive immune response and immunoglobulin/immune receptor component. A TMB-related signature consisting of GFAP, EDN3, CXCR3, PLXNA4, SST presented good predictability with area under the curve (AUC) = 0.686. In FUSCC validation cohort, the high-risk group possessed worse survival outcome than the low-risk group (P = 0.015). Immune infiltrates was correlated to survival in UCEC and low TMB were associated with less immune infiltrates, which suggested poor immune response. TMB was not only related to overall survival but also immune infiltrates in UCEC. The TMB-related signature (GFAP, EDN3, CXCR3, PLXNA4, SST) had good predictability for overall survival in endometrial cancer. Our study might have some merits in elucidating potential mechanism of TMB and immune infiltrates in UCEC and providing guidance of immunotherapy for endometrial cancer.
Collapse
|
48
|
Drug delivery systems based on CD44-targeted glycosaminoglycans for cancer therapy. Carbohydr Polym 2020; 251:117103. [PMID: 33142641 DOI: 10.1016/j.carbpol.2020.117103] [Citation(s) in RCA: 58] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2020] [Revised: 08/29/2020] [Accepted: 09/12/2020] [Indexed: 12/14/2022]
Abstract
The polysaccharide-based biomaterials hyaluronic acid (HA) and chondroitin sulfate (CS) have aroused great interest for use in drug delivery systems for tumor therapy, as they have outstanding biocompatibility and great targeting ability for cluster determinant 44 (CD44). In addition, modified HA and CS can self-assemble into micelles or micellar nanoparticles (NPs) for targeted drug delivery. This review discusses the formation of HA- and CS-based NPs, and various types of CS-based NPs including CS-drug conjugates, CS-polymer NPs, CS-small molecule NPs, polyelectrolyte nanocomplexes (PECs), CS-metal NPs, and nanogels. We then focus on the applications of HA- and CS-based NPs in tumor chemotherapy, gene therapy, photothermal therapy (PTT), photodynamic therapy (PDT), sonodynamic therapy (SDT), and immunotherapy. Finally, this review is expected to provide guidelines for the development of various HA- and CS-based NPs used in multiple cancer therapies.
Collapse
|
49
|
Li J, Xu W, Zhu Y. Mammaglobin B may be a prognostic biomarker of uterine corpus endometrial cancer. Oncol Lett 2020; 20:255. [PMID: 32994818 PMCID: PMC7509766 DOI: 10.3892/ol.2020.12118] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Accepted: 07/23/2020] [Indexed: 02/06/2023] Open
Abstract
Mammaglobin B, also referred to as secretoglobin family 2A member 1 (SCGB2A1), has been reported to be highly expressed in uterine corpus endometrial cancer (UCEC) compared with in the normal endometrium. However, the prognostic value of SCGB2A1 in UCEC remains unclear. The Oncomine, The Cancer Genome Atlas (TCGA) and Clinical Proteomic Tumor Analysis Consortium databases were used to explore the differential expression of SCGB2A1. Furthermore, data of patients with UCEC were downloaded from TCGA, and logistic regression analysis, survival analysis, univariate and multivariate analyses, and nomogram construction were performed to identify its prognostic value in UCEC. Additionally, gene set enrichment analysis (GSEA) was utilized to estimate the mechanisms of SCGB2A1 in UCEC. Finally, immune infiltration of SCGB2A1 in UCEC was analyzed using the Tumor Immune Estimation Resource. Decreased mRNA and protein expression levels of SCGB2A1 were significantly associated with poor prognostic clinicopathological characteristics (all P<0.05). Additionally, low expression levels of SCGB2A1 were associated with decreased survival of patients with UCEC compared with high expression levels of SCGB2A1. Furthermore, the independent prognostic value of SCGB2A1 in UCEC was identified by univariate and multivariate analyses. A nomogram based on 6 variables, including SCGB2A1 expression, was developed for the estimation of the 1-, 3-, and 5-year survival probability in UCEC. Additionally, GSEA suggested that the vascular endothelial growth factor, PTEN, platelet-derived growth factor, DNA repair, KRAS signaling, and PI3K-AKT-mTOR signaling pathways were differentially enriched in the low SCGB2A1 expression phenotype. Finally, high infiltration levels of CD8+ T cells were associated with SCGB2A1 in UCEC and this was associated with prognosis. The present results indicated that SCGB2A1 may be a promising independent prognostic factor in UCEC. These signaling pathways may be crucial for the regulation of UCEC via SCGB2A1.
Collapse
Affiliation(s)
- Jie Li
- Department of Oncology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, P.R. China.,Department of Oncology, Jinshan Hospital of The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, P.R. China.,Chongqing Clinical Cancer Research Center, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, P.R. China
| | - Wenwen Xu
- Department of Oncology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, P.R. China.,Department of Oncology, Jinshan Hospital of The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, P.R. China.,Chongqing Clinical Cancer Research Center, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, P.R. China
| | - Yuxi Zhu
- Department of Oncology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, P.R. China.,Department of Oncology, Jinshan Hospital of The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, P.R. China.,Chongqing Clinical Cancer Research Center, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, P.R. China
| |
Collapse
|
50
|
POLE mutation combined with microcystic, elongated and fragmented (MELF) pattern invasion in endometrial carcinomas might be associated with poor survival in Chinese women. Gynecol Oncol 2020; 159:36-42. [PMID: 32800323 DOI: 10.1016/j.ygyno.2020.07.102] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2020] [Accepted: 07/24/2020] [Indexed: 02/07/2023]
Abstract
OBJECTIVE POLE mutation is a prognostic marker associated with excellent outcome in endometrial carcinoma (EC). However, these EC tumors frequently have aggressive histology. The aim of this study was to determine how to integrate the implications of POLE mutations into existing risk assessment strategies and further stratify patients. METHODS We detected POLE mutations in a cohort of 426 ECs from Chinese women and observed their prognostic significance in terms of survival and recurrence outcomes in combination with histological and other molecular characteristics, including microcystic, elongated and fragmented (MELF) pattern invasion, histologic subtype, tumor grade, myometrial invasion and p53 protein and mismatch repair protein expression status. RESULTS POLE mutations were identified in 38 of 426 ECs (8.9%). The most common mutations were P286R (31.6%), V411L (15.8%) and Q453R (15.8%). We confirmed that POLE mutation was associated with improved overall survival (P = .047), although it did not show a statistically significant relationship with progression-free survival (P = .45). Interestingly, further analyses indicated that in POLE-mutant tumors, MELF pattern invasion was associated with a 15.1-fold increase in tumor recurrence or progression risk (HR = 15.1, 95%CI = 1.57-145.3, P = .018), whereas this phenomenon was not present in the POLE-wild-type subgroup (HR = 0.90, 95%CI = 0.39-2.08, P = .80). Furthermore, higher staging and deeper myometrial invasion also showed much higher risk in patients harboring POLE mutations compared with those without POLE mutations. CONCLUSIONS Although POLE mutation was associated with favorable overall survival, the combined consideration of POLE mutation status and established clinicopathologic factors in the risk assessment of endometrial cancer is more accurate than the consideration of clinicopathologic factors alone and might lead to precise and individualized therapeutic strategies.
Collapse
|