1
|
Song Y, Zhang J, Li Y, Cheng L, Song H, Zhang Y, Du G, Yu S, Zou Y, Xu Q. Exploring Bioinformatics Tools to Analyze the Role of CDC6 in the Progression of Polycystic Ovary Syndrome to Endometrial Cancer by Promoting Immune Infiltration. Int J Mol Sci 2024; 25:12974. [PMID: 39684684 DOI: 10.3390/ijms252312974] [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: 11/01/2024] [Revised: 11/20/2024] [Accepted: 11/25/2024] [Indexed: 12/18/2024] Open
Abstract
Cell division cycle 6 (CDC6) is essential for the initiation of DNA replication in eukaryotic cells and contributes to the development of various human tumors. Polycystic ovarian syndrome (PCOS) is a reproductive endocrine disease in women of childbearing age, with a significant risk of endometrial cancer (EC). However, the role of CDC6 in the progression of PCOS to EC is unclear. Therefore, we examined CDC6 expression in patients with PCOS and EC. We evaluated the relationship between CDC6 expression and its prognostic value, potential biological functions, and immune infiltrates in patients with EC. In vitro analyses were performed to investigate the effects of CDC6 knockdown on EC proliferation, migration, invasion, and apoptosis. CDC6 expression was significantly upregulated in patients with PCOS and EC. Moreover, this protein caused EC by promoting the aberrant infiltration of macrophages into the immune microenvironment in patients with PCOS. A functional enrichment analysis revealed that CDC6 exerted its pro-cancer and pro-immune cell infiltration functions via the PI3K-AKT pathway. Moreover, it promoted EC proliferation, migration, and invasion but inhibited apoptosis. This protein significantly reduced EC survival when mutated. These findings demonstrate that CDC6 regulates the progression of PCOS to EC and promotes immune infiltration.
Collapse
Affiliation(s)
- Yuhang Song
- School of Basic Medicine, Xinjiang Medical University, Urumqi 830054, China
- School of Clinical Medicine, Xinjiang Medical University, Urumqi 830054, China
| | - Jing Zhang
- Department of Immunology, School of Basic Medicine, Central South University, Changsha 410017, China
| | - Yao Li
- School of Basic Medicine, Xinjiang Medical University, Urumqi 830054, China
| | - Lufeng Cheng
- Basic Medical College, Xinjiang Medical University, Urumqi 830054, China
| | - Hua Song
- School of Clinical Medicine, Xinjiang Medical University, Urumqi 830054, China
| | - Yuhang Zhang
- School of Clinical Medicine, Xinjiang Medical University, Urumqi 830054, China
| | - Guoqing Du
- School of Basic Medicine, Xinjiang Medical University, Urumqi 830054, China
| | - Sunyue Yu
- School of Clinical Medicine, Xinjiang Medical University, Urumqi 830054, China
| | - Yizhou Zou
- Department of Immunology, School of Basic Medicine, Central South University, Changsha 410017, China
| | - Qi Xu
- School of Basic Medicine, Xinjiang Medical University, Urumqi 830054, China
| |
Collapse
|
2
|
Lee S, Arffman RK, Komsi EK, Lindgren O, Kemppainen JA, Metsola H, Rossi HR, Ahtikoski A, Kask K, Saare M, Salumets A, Piltonen TT. AI-algorithm training and validation for identification of endometrial CD138+ cells in infertility-associated conditions; polycystic ovary syndrome (PCOS) and recurrent implantation failure (RIF). J Pathol Inform 2024; 15:100380. [PMID: 38827567 PMCID: PMC11140811 DOI: 10.1016/j.jpi.2024.100380] [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: 02/02/2024] [Revised: 04/20/2024] [Accepted: 04/26/2024] [Indexed: 06/04/2024] Open
Abstract
Background Endometrial CD138+ plasma cells serve as a diagnostic biomarker for endometrial inflammation, and their elevated occurrence correlates positively with adverse pregnancy outcomes. Infertility-related conditions like polycystic ovary syndrome (PCOS) and recurrent implantation failure (RIF) are closely associated with systemic and local chronic inflammatory status, wherein endometrial CD138+ plasma cell accumulation could also contribute to endometrial pathology. Current methods for quantifying CD138+ cells typically involve laborious and time-consuming microscopic assessments of only a few random areas from a slide. These methods have limitations in accurately representing the entire slide and are susceptible to significant biases arising from intra- and interobserver variations. Implementing artificial intelligence (AI) for CD138+ cell identification could enhance the accuracy, reproducibility, and reliability of analysis. Methods Here, an AI algorithm was developed to identify CD138+ plasma cells within endometrial tissue. The AI model comprised two layers of convolutional neural networks (CNNs). CNN1 was trained to segment epithelium and stroma across 28,363 mm2 (2.56 mm2 of epithelium and 24.87 mm2 of stroma), while CNN2 was trained to distinguish stromal cells based on CD138 staining, encompassing 7345 cells in the object layers (6942 CD138- cells and 403 CD138+ cells). The training and performance of the AI model were validated by three experienced pathologists. We collected 193 endometrial tissues from healthy controls (n = 73), women with PCOS (n = 91), and RIF patients (n = 29) and compared the CD138+ cell percentages based on cycle phases, ovulation status, and endometrial receptivity utilizing the AI model. Results The AI algorithm consistently and reliably distinguished CD138- and CD138+ cells, with total error rates of 6.32% and 3.23%, respectively. During the training validation, there was a complete agreement between the decisions made by the pathologists and the AI algorithm, while the performance validation demonstrated excellent accuracy between the AI and human evaluation methods (intraclass correlation; 0.76, 95% confidence intervals; 0.36-0.93, p = 0.002) and a positive correlation (Spearman's rank correlation coefficient: 0.79, p < 0.01). In the AI analysis, the AI model revealed higher CD138+ cell percentages in the proliferative phase (PE) endometrium compared to the secretory phase or anovulatory PCOS endometrium, irrespective of PCOS diagnosis. Interestingly, CD138+ percentages differed according to PCOS phenotype in the PE (p = 0.03). On the other hand, the receptivity status had no impact on the cell percentages in RIF samples. Conclusion Our findings emphasize the potential and accuracy of the AI algorithm in detecting endometrial CD138+ plasma cells, offering distinct advantages over manual inspection, such as rapid analysis of whole slide images, reduction of intra- and interobserver variations, sparing the valuable time of trained specialists, and consistent productivity. This supports the application of AI technology to help clinical decision-making, for example, in understanding endometrial cycle phase-related dynamics, as well as different reproductive disorders.
Collapse
Affiliation(s)
- Seungbaek Lee
- Department of Obstetrics and Gynaecology, Medical Research Center Oulu, Research Unit of Clinical Medicine, University of Oulu and Oulu University Hospital, Oulu 90220, Finland
- Department of Obstetrics and Gynaecology, Institute of Clinical Medicine, University of Tartu, Tartu 50406, Estonia
| | - Riikka K. Arffman
- Department of Obstetrics and Gynaecology, Medical Research Center Oulu, Research Unit of Clinical Medicine, University of Oulu and Oulu University Hospital, Oulu 90220, Finland
| | - Elina K. Komsi
- Department of Obstetrics and Gynaecology, Medical Research Center Oulu, Research Unit of Clinical Medicine, University of Oulu and Oulu University Hospital, Oulu 90220, Finland
| | - Outi Lindgren
- Department of Pathology, Oulu University Hospital, Cancer and Translational Medicine Research Unit, University of Oulu, Oulu 90220, Finland
| | - Janette A. Kemppainen
- Department of Pathology, Oulu University Hospital, Cancer and Translational Medicine Research Unit, University of Oulu, Oulu 90220, Finland
| | - Hanna Metsola
- Department of Pathology, Oulu University Hospital, Cancer and Translational Medicine Research Unit, University of Oulu, Oulu 90220, Finland
| | - Henna-Riikka Rossi
- Department of Obstetrics and Gynaecology, Medical Research Center Oulu, Research Unit of Clinical Medicine, University of Oulu and Oulu University Hospital, Oulu 90220, Finland
| | - Anne Ahtikoski
- Department of Pathology, Turku University Hospital, Turku 20521, Finland
| | - Keiu Kask
- Department of Obstetrics and Gynaecology, Institute of Clinical Medicine, University of Tartu, Tartu 50406, Estonia
- Competence Centre on Health Technologies, Tartu 51014, Estonia
| | - Merli Saare
- Department of Obstetrics and Gynaecology, Institute of Clinical Medicine, University of Tartu, Tartu 50406, Estonia
- Competence Centre on Health Technologies, Tartu 51014, Estonia
| | - Andres Salumets
- Department of Obstetrics and Gynaecology, Institute of Clinical Medicine, University of Tartu, Tartu 50406, Estonia
- Competence Centre on Health Technologies, Tartu 51014, Estonia
- Division of Obstetrics and Gynaecology, Department of Clinical Science, Intervention and Technology, Karolinska Institute and Karolinska University Hospital, Stockholm 14152, Sweden
| | - Terhi T. Piltonen
- Department of Obstetrics and Gynaecology, Medical Research Center Oulu, Research Unit of Clinical Medicine, University of Oulu and Oulu University Hospital, Oulu 90220, Finland
| |
Collapse
|
3
|
Huang D, Li S, Bai Y, Wang Y. Efficacy and safety of immune checkpoint inhibitors for advanced or recurrent endometrial cancer: a systematic review and network meta-analysis. BMC Cancer 2024; 24:1298. [PMID: 39433998 PMCID: PMC11494949 DOI: 10.1186/s12885-024-13058-z] [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: 03/08/2024] [Accepted: 10/14/2024] [Indexed: 10/23/2024] Open
Abstract
BACKGROUND Currently, several randomized controlled trials (RCTs) have been conducted to investigate the efficacy of combining immune checkpoint inhibitors (ICIs) with chemotherapy as a first-line treatment for advanced or recurrent endometrial cancer; however, the optimal treatment strategy remains undetermined. METHODS A comprehensive search of online databases was conducted to identify RCTs published until December 31, 2023. Network meta-analysis was performed to evaluate PFS, OS, TRAEs, irAEs, and the ranking of different treatment regimens. RESULTS A total of 2702 patients from five RCTs (six reports) were included in the analysis. The combination therapy of ICIs significantly prolonged PFS (HR = 0.69, 95%CI 0.63-0.76, p < 0.0001) and OS (HR = 0.73, 95%CI 0.63-0.85, p < 0.0001) in the overall population. Among the different ICIs combinations evaluated, Durva-Olap-CP exhibited superior efficacy for both PFS and OS outcomes. In the pMMR population, both Durva-Olap-CP and Pembro-CP significantly reduced the risk of disease progression or death compared to Avelu-CP and Atezo-CP treatments; however, no significant differences were observed among various ICI combination therapies in patients with dMMR. In the dMMR population, Dostar-CP demonstrates a 42.2% probability of achieving first rank in terms of PFS, whereas in the pMMR population, Pembro-CP exhibits a 60% likelihood of securing the top position. Importantly, the toxicity associated with ICIs combination therapy was manageable and well-tolerated. CONCLUSIONS The combination of ICIs and chemotherapy as first-line treatment for advanced or recurrent endometrial cancer has demonstrated superior survival outcomes compared to chemotherapy alone. Durva-Olap-CP exhibited the most favorable PFS and OS benefits in the overall population. In patients with dMMR, Dostar-CP showed the greatest improvement in PFS, while Pembro-CP demonstrated the most pronounced PFS benefit in patients with pMMR.
Collapse
Affiliation(s)
- Danxue Huang
- Department of Pharmacy, Cancer Hospital of China Medical University, Liaoning Cancer Hospital & Institute, Shenyang, China.
| | - Su Li
- Department of Pharmacy, Cancer Hospital of China Medical University, Liaoning Cancer Hospital & Institute, Shenyang, China
| | - Yang Bai
- Department of Pharmacy, Cancer Hospital of China Medical University, Liaoning Cancer Hospital & Institute, Shenyang, China
| | - Yan Wang
- Department of Pharmacy, Cancer Hospital of China Medical University, Liaoning Cancer Hospital & Institute, Shenyang, China
| |
Collapse
|
4
|
González-Martínez S, Pérez-Mies B, Cortés J, Palacios J. Single-cell RNA sequencing in endometrial cancer: exploring the epithelial cells and the microenvironment landscape. Front Immunol 2024; 15:1425212. [PMID: 39229264 PMCID: PMC11368840 DOI: 10.3389/fimmu.2024.1425212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Accepted: 08/06/2024] [Indexed: 09/05/2024] Open
Abstract
Single-cell RNA sequencing (scRNA-seq) technology has emerged as a powerful tool for dissecting cellular heterogeneity and understanding the intricate biology of diseases, including cancer. Endometrial cancer (EC) stands out as the most prevalent gynecological malignancy in Europe and the second most diagnosed worldwide, yet its cellular complexity remains poorly understood. In this review, we explore the contributions of scRNA-seq studies to shed light on the tumor cells and cellular landscape of EC. We discuss the diverse tumoral and microenvironmental populations identified through scRNA-seq, highlighting the implications for understanding disease progression. Furthermore, we address potential limitations inherent in scRNA-seq studies, such as technical biases and sample size constraints, emphasizing the need for larger-scale research encompassing a broader spectrum of EC histological subtypes. Notably, a significant proportion of scRNA-seq analyses have focused on primary endometrioid carcinoma tumors, underscoring the need to incorporate additional histological and aggressive types to comprehensively capture the heterogeneity of EC. By critically evaluating the current state of scRNA-seq research in EC, this review underscores the importance of advancing towards more comprehensive studies to accelerate our understanding of this complex disease.
Collapse
Affiliation(s)
- Silvia González-Martínez
- “Contigo Contra el Cáncer de la Mujer” Foundation, Madrid, Spain
- Molecular Pathology of Cancer Group, Ramón y Cajal Health Research Institute (IRYCIS), Madrid, Spain
- Centre for Biomedical Research in Cancer Networks (CIBERONC), Carlos III Health Institute, Madrid, Spain
| | - Belén Pérez-Mies
- Molecular Pathology of Cancer Group, Ramón y Cajal Health Research Institute (IRYCIS), Madrid, Spain
- Centre for Biomedical Research in Cancer Networks (CIBERONC), Carlos III Health Institute, Madrid, Spain
- Department of Pathology, Ramón y Cajal University Hospital, Madrid, Spain
- Faculty of Medicine, University of Alcalá, Madrid, Spain
| | - Javier Cortés
- “Contigo Contra el Cáncer de la Mujer” Foundation, Madrid, Spain
- Centre for Biomedical Research in Cancer Networks (CIBERONC), Carlos III Health Institute, Madrid, Spain
- International Breast Cancer Center (IBCC), Pangaea Oncology, Quiron-salud Group, Barcelona, Spain
- Medica Scientia Innovation Research, Barcelona, Spain
- Medica Scientia Innovation Research, Ridgewood, NJ, United States
- Department of Medicine, Faculty of Biomedical and Health Sciences, European University of Madrid, Madrid, Spain
- IOB Institute of Oncology Madrid, Hospital Beata María Ana de Jesús, Madrid, Spain
| | - José Palacios
- Molecular Pathology of Cancer Group, Ramón y Cajal Health Research Institute (IRYCIS), Madrid, Spain
- Centre for Biomedical Research in Cancer Networks (CIBERONC), Carlos III Health Institute, Madrid, Spain
- Department of Pathology, Ramón y Cajal University Hospital, Madrid, Spain
- Faculty of Medicine, University of Alcalá, Madrid, Spain
| |
Collapse
|
5
|
Pignata S, Califano D, Lorusso D, Arenare L, Bartoletti M, De Giorgi U, Andreetta C, Pisano C, Scambia G, Lombardi D, Farolfi A, Cinieri S, Passarelli A, Salutari V, De Angelis C, Mignogna C, Priolo D, Capoluongo ED, Tamberi S, Scaglione GL, Arcangeli V, De Cecio R, Scognamiglio G, Greco F, Spina A, Turinetto M, Russo D, Carbone V, Casartelli C, Schettino C, Perrone F. MITO END-3: efficacy of avelumab immunotherapy according to molecular profiling in first-line endometrial cancer therapy. Ann Oncol 2024; 35:667-676. [PMID: 38704093 DOI: 10.1016/j.annonc.2024.04.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Revised: 02/28/2024] [Accepted: 04/25/2024] [Indexed: 05/06/2024] Open
Abstract
BACKGROUND Immunotherapy combined with chemotherapy significantly improves progression-free survival (PFS) compared to first-line chemotherapy alone in advanced endometrial cancer (EC), with a much larger effect size in microsatellite instability-high (MSI-H) cases. New biomarkers might help to select patients who may have benefit among those with a microsatellite-stable (MSS) tumor. PATIENTS AND METHODS In a pre-planned translational analysis of the MITO END-3 trial, we assessed the significance of genomic abnormalities in patients randomized to standard carboplatin/paclitaxel without or with avelumab. RESULTS Out of 125 randomized patients, 109 had samples eligible for next-generation sequencing analysis, and 102 had MSI tested. According to The Cancer Genome Atlas (TCGA), there were 29 cases with MSI-H, 26 with MSS TP53 wild type (wt), 47 with MSS TP53 mutated (mut), and 1 case with POLE mutation. Four mutated genes were present in >30% of cases: TP53, PIK3CA, ARID1A, and PTEN. Eleven patients (10%) had a BRCA1/2 mutation (five in MSI-H and six in MSS). High tumor mutational burden (≥10 muts/Mb) was observed in all MSI-H patients, in 4 out of 47 MSS/TP53 mut, and no case in the MSS/TP53 wt category. The effect of avelumab on PFS significantly varied according to TCGA categories, being favorable in MSI-H and worst in MSS/TP53 mut (P interaction = 0.003); a similar non-significant trend was seen in survival analysis. ARID1A and PTEN also showed a statistically significant interaction with treatment effect, which was better in the presence of the mutation (ARID1A P interaction = 0.01; PTEN P interaction = 0.002). CONCLUSION The MITO END-3 trial results suggest that TP53 mutation is associated with a poor effect of avelumab, while mutations of PTEN and ARID1A are related to a positive effect of the drug in patients with advanced EC.
Collapse
Affiliation(s)
- S Pignata
- Uro-Gynecological Medical Oncology, Istituto Nazionale Tumori, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Fondazione G Pascale, Naples.
| | - D Califano
- Microenvironment Molecular Targets Unit, Istituto Nazionale Tumori, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Fondazione G Pascale, Naples
| | - D Lorusso
- Gynecologic Oncology Unit, Fondazione Policlinico Universitario A Gemelli, IRCCS, Rome; Catholic University of Sacred Heart, Rome
| | - L Arenare
- Clinical Trial Unit, Istituto Nazionale Tumori, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Fondazione G Pascale, Naples
| | - M Bartoletti
- Unit of Medical Oncology and Cancer Prevention, Department of Medical Oncology, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, Aviano
| | - U De Giorgi
- Dipartimento Oncologico, IRCCS Istituto Romagnolo per lo studio dei Tumori (IRST Dino Amadori), Meldola
| | - C Andreetta
- Dipartimento di Oncologia, ASU FC S. Maria della Misericordia-Udine, Meldola
| | - C Pisano
- Uro-Gynecological Medical Oncology, Istituto Nazionale Tumori, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Fondazione G Pascale, Naples
| | - G Scambia
- Gynecologic Oncology Unit, Fondazione Policlinico Universitario A Gemelli, IRCCS, Rome; Catholic University of Sacred Heart, Rome
| | - D Lombardi
- Unit of Medical Oncology and Cancer Prevention, Department of Medical Oncology, Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, Aviano
| | - A Farolfi
- Clinical and Experimental Oncology Unit, Istituto Romagnolo per lo Studio dei Tumori Dino Amadori, IRCCS, Meldola
| | - S Cinieri
- U.O.C. Oncologia Medica-Ospedale Senatore Antonio Perrino, Brindisi
| | - A Passarelli
- Uro-Gynecological Medical Oncology, Istituto Nazionale Tumori, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Fondazione G Pascale, Naples
| | - V Salutari
- Gynecologic Oncology Unit, Fondazione Policlinico Universitario A Gemelli, IRCCS, Rome
| | - C De Angelis
- Department of Clinical Medicine and Surgery, University of Naples Federico II, Naples
| | - C Mignogna
- Division of Anatomic Pathology and Cytopathology, Istituto Nazionale Tumori, IRCCS, Fondazione G. Pascale, Naples
| | - D Priolo
- Oncology Unit, S Vincenzo Hospital, Taormina
| | - E D Capoluongo
- Department of Molecular Medicine and Medical Biotechnology, Università degli Studi di Napoli Federico II, Naples; Azienda Ospedaliera per L'Emergenza, Catania
| | - S Tamberi
- Oncology Unit, Santa Maria Hospital, Ravenna AUSL Romagna, Ravenna
| | - G L Scaglione
- Istituto Dermopatico Dell'Immacolata IDI-IRCSS, Rome
| | - V Arcangeli
- UO Oncologia-Ospedale degli Infermi Rimini, Rimini
| | - R De Cecio
- Division of Anatomic Pathology and Cytopathology, Istituto Nazionale Tumori, IRCCS, Fondazione G. Pascale, Naples
| | - G Scognamiglio
- Division of Anatomic Pathology and Cytopathology, Istituto Nazionale Tumori, IRCCS, Fondazione G. Pascale, Naples
| | - F Greco
- Medical Oncology Unit, AULSS 9 Regione Veneto, Scaligera-Ospedale Generale Mater Salutis, Legnago
| | - A Spina
- Microenvironment Molecular Targets Unit, Istituto Nazionale Tumori, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Fondazione G Pascale, Naples
| | - M Turinetto
- Department of Oncology, University of Turin, Ordine Mauriziano Hospital, Turin
| | - D Russo
- Microenvironment Molecular Targets Unit, Istituto Nazionale Tumori, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Fondazione G Pascale, Naples
| | - V Carbone
- Gynecologic Oncology Unit, Fondazione Policlinico Universitario A Gemelli, IRCCS, Rome
| | - C Casartelli
- Medical Oncology Unit, University Hospital of Parma, Parma, Italy
| | - C Schettino
- Clinical Trial Unit, Istituto Nazionale Tumori, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Fondazione G Pascale, Naples
| | - F Perrone
- Clinical Trial Unit, Istituto Nazionale Tumori, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Fondazione G Pascale, Naples
| |
Collapse
|
6
|
Wang C, Yang Y, Li D, Guan Y, Cao M, Nie M, Sun C, Fu W, Kong X. Immunological Roles of CCL18 in Pan‑Cancer and Its Potential Value in Endometrial Cancer. Mol Biotechnol 2024:10.1007/s12033-024-01205-7. [PMID: 38816548 DOI: 10.1007/s12033-024-01205-7] [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: 12/21/2023] [Accepted: 05/14/2024] [Indexed: 06/01/2024]
Abstract
Endometrial cancer (EC) is one of the most prevalent malignancies in the female reproductive system. However, the potential functions and mechanisms of immune-related genes in the onset and progression of EC remain unclear. The immune-related gene CCL18 has been implicated in apoptosis, proliferation, invasion, metastasis, and drug resistance in various types of tumors. Nevertheless, its role in pan-cancer has been poorly investigated, and its expression value and prognostic significance in endometrial cancer (EC) have not been explored. Therefore, the objective of this study was to identify potential immune-related prognostic biomarkers for EC by utilizing the cancer genome atlas (TCGA), immunology database and analysis portal (ImmPort) database, and Gene Expression Omnibus (GEO). Immunohistochemistry staining results from EC tissue chips demonstrated elevated expression levels of inflammatory chemokine protein 18 (CCL18) in EC compared to normal endometrium. This study offers a potential therapeutic strategy for EC treatment by identifying regulatory targets through microRNA sequencing data. Additionally, drug prediction was based on CCL18 targets. Furthermore, an analysis of CCL18 expression in pan-cancer was conducted, and the results revealed its high expression in various types of cancer, including EC and bladder cancer. Through analysis of the ATAC-seq data, we found that SIX1, SOX3, and TWIST2 may regulate CCL18 transcription by binding to the gene promoter of CCL18 in EC. This study indicated that CCL18 could be a potential biomarker in pan-cancer and EC.
Collapse
Affiliation(s)
- Cangxue Wang
- School of Basic Medical Science, Zhengzhou University, Zhengzhou, Henan Province, China
| | - Yuxiang Yang
- School of Basic Medical Science, Zhengzhou University, Zhengzhou, Henan Province, China
| | - Donghao Li
- School of Basic Medical Science, Zhengzhou University, Zhengzhou, Henan Province, China
| | - Yihao Guan
- School of Basic Medical Science, Zhengzhou University, Zhengzhou, Henan Province, China
| | - MengYuan Cao
- School of Basic Medical Science, Zhengzhou University, Zhengzhou, Henan Province, China
| | - Manjie Nie
- Zhengzhou Key Laboratory of Children's Infection and Immunity, Children's Hospital Affiliated to Zhengzhou University, Henan Children's Hospital, Zhengzhou Children's Hospital, Zhengzhou, China
| | - Caowei Sun
- Zhengzhou Key Laboratory of Children's Infection and Immunity, Children's Hospital Affiliated to Zhengzhou University, Henan Children's Hospital, Zhengzhou Children's Hospital, Zhengzhou, China
| | - Wenke Fu
- School of Basic Medical Science, Zhengzhou University, Zhengzhou, Henan Province, China
| | - Xuhui Kong
- School of Basic Medical Science, Zhengzhou University, Zhengzhou, Henan Province, China.
| |
Collapse
|
7
|
Bostan IS, Mihaila M, Roman V, Radu N, Neagu MT, Bostan M, Mehedintu C. Landscape of Endometrial Cancer: Molecular Mechanisms, Biomarkers, and Target Therapy. Cancers (Basel) 2024; 16:2027. [PMID: 38893147 PMCID: PMC11171255 DOI: 10.3390/cancers16112027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2024] [Revised: 05/20/2024] [Accepted: 05/25/2024] [Indexed: 06/21/2024] Open
Abstract
Endometrial cancer is one the most prevalent gynecological cancers and, unfortunately, has a poor prognosis due to low response rates to traditional treatments. However, the progress in molecular biology and understanding the genetic mechanisms involved in tumor processes offers valuable information that has led to the current classification that describes four molecular subtypes of endometrial cancer. This review focuses on the molecular mechanisms involved in the pathogenesis of endometrial cancers, such as genetic mutations, defects in the DNA mismatch repair pathway, epigenetic changes, or dysregulation in angiogenic or hormonal signaling pathways. The preclinical genomic and molecular investigations presented allowed for the identification of some molecules that could be used as biomarkers to diagnose, predict, and monitor the progression of endometrial cancer. Besides the therapies known in clinical practice, targeted therapy is described as a new cancer treatment that involves identifying specific molecular targets in tumor cells. By selectively inhibiting these targets, key signaling pathways involved in cancer progression can be disrupted while normal cells are protected. The connection between molecular biomarkers and targeted therapy is vital in the fight against cancer. Ongoing research and clinical trials are exploring the use of standard therapy agents in combination with other treatment strategies like immunotherapy and anti-angiogenesis therapy to improve outcomes and personalize treatment for patients with endometrial cancer. This approach has the potential to transform the management of cancer patients. In conclusion, enhancing molecular tools is essential for stratifying the risk and guiding surgery, adjuvant therapy, and cancer treatment for women with endometrial cancer. In addition, the information from this review may have an essential value in the personalized therapy approach for endometrial cancer to improve the patient's life.
Collapse
Affiliation(s)
| | - Mirela Mihaila
- Stefan S. Nicolau Institute of Virology, Center of Immunology, Romanian Academy, 030304 Bucharest, Romania; (M.M.); (V.R.)
- Faculty of Pharmacy, Titu Maiorescu University, 040314 Bucharest, Romania
| | - Viviana Roman
- Stefan S. Nicolau Institute of Virology, Center of Immunology, Romanian Academy, 030304 Bucharest, Romania; (M.M.); (V.R.)
| | - Nicoleta Radu
- Department of Biotechnology, University of Agronomic Sciences and Veterinary Medicine of Bucharest, 011464 Bucharest, Romania;
- Biotechnology Department, National Institute for Chemistry and Petrochemistry R&D of Bucharest, 060021 Bucharest, Romania
| | - Monica Teodora Neagu
- Department of Immunology, ‘Victor Babes’ National Institute of Pathology, 050096 Bucharest, Romania;
| | - Marinela Bostan
- Stefan S. Nicolau Institute of Virology, Center of Immunology, Romanian Academy, 030304 Bucharest, Romania; (M.M.); (V.R.)
- Department of Immunology, ‘Victor Babes’ National Institute of Pathology, 050096 Bucharest, Romania;
| | - Claudia Mehedintu
- Filantropia Clinical Hospital, 011132 Bucharest, Romania; (I.-S.B.); (C.M.)
- Faculty of Medicine, University of Medicine and Pharmacy Carol Davila, 050471 Bucharest, Romania
| |
Collapse
|
8
|
Capaci V, Kharrat F, Conti A, Salviati E, Basilicata MG, Campiglia P, Balasan N, Licastro D, Caponnetto F, Beltrami AP, Monasta L, Romano F, Di Lorenzo G, Ricci G, Ura B. The Deep Proteomics Approach Identified Extracellular Vesicular Proteins Correlated to Extracellular Matrix in Type One and Two Endometrial Cancer. Int J Mol Sci 2024; 25:4650. [PMID: 38731868 PMCID: PMC11083465 DOI: 10.3390/ijms25094650] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Revised: 04/19/2024] [Accepted: 04/20/2024] [Indexed: 05/13/2024] Open
Abstract
Among gynecological cancers, endometrial cancer is the most common in developed countries. Extracellular vesicles (EVs) are cell-derived membrane-surrounded vesicles that contain proteins involved in immune response and apoptosis. A deep proteomic approach can help to identify dysregulated extracellular matrix (ECM) proteins in EVs correlated to key pathways for tumor development. In this study, we used a proteomics approach correlating the two acquisitions-data-dependent acquisition (DDA) and data-independent acquisition (DIA)-on EVs from the conditioned medium of four cell lines identifying 428 ECM proteins. After protein quantification and statistical analysis, we found significant changes in the abundance (p < 0.05) of 67 proteins. Our bioinformatic analysis identified 26 pathways associated with the ECM. Western blotting analysis on 13 patients with type 1 and type 2 EC and 13 endometrial samples confirmed an altered abundance of MMP2. Our proteomics analysis identified the dysregulated ECM proteins involved in cancer growth. Our data can open the path to other studies for understanding the interaction among cancer cells and the rearrangement of the ECM.
Collapse
Affiliation(s)
- Valeria Capaci
- Institute for Maternal and Child Health—IRCCS Burlo Garofolo, 65/1 Via dell’Istria, 34137 Trieste, Italy (F.K.); (A.C.); (N.B.); (F.R.); (G.D.L.); (G.R.); (B.U.)
| | - Feras Kharrat
- Institute for Maternal and Child Health—IRCCS Burlo Garofolo, 65/1 Via dell’Istria, 34137 Trieste, Italy (F.K.); (A.C.); (N.B.); (F.R.); (G.D.L.); (G.R.); (B.U.)
| | - Andrea Conti
- Institute for Maternal and Child Health—IRCCS Burlo Garofolo, 65/1 Via dell’Istria, 34137 Trieste, Italy (F.K.); (A.C.); (N.B.); (F.R.); (G.D.L.); (G.R.); (B.U.)
| | - Emanuela Salviati
- Department of Pharmacy, University of Salerno, 84084 Salerno, Italy; (E.S.); (P.C.)
| | - Manuela Giovanna Basilicata
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, 80138 Naples, Italy;
| | - Pietro Campiglia
- Department of Pharmacy, University of Salerno, 84084 Salerno, Italy; (E.S.); (P.C.)
| | - Nour Balasan
- Institute for Maternal and Child Health—IRCCS Burlo Garofolo, 65/1 Via dell’Istria, 34137 Trieste, Italy (F.K.); (A.C.); (N.B.); (F.R.); (G.D.L.); (G.R.); (B.U.)
| | | | - Federica Caponnetto
- Department of Medicine, University of Udine, 33100 Udine, Italy; (F.C.); (A.P.B.)
| | - Antonio Paolo Beltrami
- Department of Medicine, University of Udine, 33100 Udine, Italy; (F.C.); (A.P.B.)
- Azienda Sanitaria Universitaria Friuli Centrale, 33100 Udine, Italy
| | - Lorenzo Monasta
- Institute for Maternal and Child Health—IRCCS Burlo Garofolo, 65/1 Via dell’Istria, 34137 Trieste, Italy (F.K.); (A.C.); (N.B.); (F.R.); (G.D.L.); (G.R.); (B.U.)
| | - Federico Romano
- Institute for Maternal and Child Health—IRCCS Burlo Garofolo, 65/1 Via dell’Istria, 34137 Trieste, Italy (F.K.); (A.C.); (N.B.); (F.R.); (G.D.L.); (G.R.); (B.U.)
| | - Giovanni Di Lorenzo
- Institute for Maternal and Child Health—IRCCS Burlo Garofolo, 65/1 Via dell’Istria, 34137 Trieste, Italy (F.K.); (A.C.); (N.B.); (F.R.); (G.D.L.); (G.R.); (B.U.)
| | - Giuseppe Ricci
- Institute for Maternal and Child Health—IRCCS Burlo Garofolo, 65/1 Via dell’Istria, 34137 Trieste, Italy (F.K.); (A.C.); (N.B.); (F.R.); (G.D.L.); (G.R.); (B.U.)
- Department of Medicine, Surgery and Health Sciences, University of Trieste, 34149 Trieste, Italy
| | - Blendi Ura
- Institute for Maternal and Child Health—IRCCS Burlo Garofolo, 65/1 Via dell’Istria, 34137 Trieste, Italy (F.K.); (A.C.); (N.B.); (F.R.); (G.D.L.); (G.R.); (B.U.)
| |
Collapse
|
9
|
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
|
10
|
Yang Y, Wu SF, Bao W. Molecular subtypes of endometrial cancer: Implications for adjuvant treatment strategies. Int J Gynaecol Obstet 2024; 164:436-459. [PMID: 37525501 DOI: 10.1002/ijgo.14969] [Citation(s) in RCA: 17] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Revised: 06/06/2023] [Accepted: 06/13/2023] [Indexed: 08/02/2023]
Abstract
BACKGROUND When determining adjuvant treatment for endometrial cancer, the decision typically relies on factors such as cancer stage, histologic grade, subtype, and a few histopathologic markers. The Cancer Genome Atlas revealed molecular subtyping of endometrial cancer, which can provide more accurate prognostic information and guide personalized treatment plans. OBJECTIVE To summarize the expression and molecular basis of the main biomarkers of endometrial cancer. SEARCH STRATEGY PubMed was searched from January 2000 to March 2023. SELECTION CRITERIA Studies evaluating molecular subtypes of endometrial cancer and implications for adjuvant treatment strategies. DATA COLLECTION AND ANALYSIS Three authors independently performed a comprehensive literature search, collected and extracted data, and assessed the methodological quality of the included studies. MAIN RESULTS We summarized the molecular subtyping of endometrial cancer, including mismatch repair deficient, high microsatellite instability, polymerase epsilon (POLE) exonuclease domain mutated, TP53 gene mutation, and non-specific molecular spectrum. We also summarized planned and ongoing clinical trials and common therapy methods in endometrial cancer. POLE mutated endometrial cancer consistently exhibits favorable patient outcomes, regardless of adjuvant therapy. Genomic similarities between p53 abnormality endometrial cancer and high-grade serous ovarian cancer suggested possible overlapping treatment strategies. High levels of immune checkpoint molecules, such as programmed cell death 1 and programmed cell death 1 ligand 1 can counterbalance mismatch repair deficient endometrial cancer immune phenotype. Hormonal treatment is an appealing option for high-risk non-specific molecular spectrum endometrial cancers, which are typically endometrioid and hormone receptor positive. Combining clinical and pathologic characteristics to guide treatment decisions for patients, including concurrent radiochemotherapy, chemotherapy, inhibitor therapy, endocrine therapy, and immunotherapy, might improve the management of endometrial cancer and provide more effective treatment options for patients. CONCLUSIONS We have characterized the molecular subtypes of endometrial cancer and discuss their value in terms of a patient-tailored therapy in order to prevent significant under- or overtreatment.
Collapse
Affiliation(s)
- Ye Yang
- Obstetrics and Gynecology Department, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, P.R. China
| | - Su Fang Wu
- Obstetrics and Gynecology Department, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, P.R. China
| | - Wei Bao
- Obstetrics and Gynecology Department, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, P.R. China
| |
Collapse
|
11
|
Wang Y, Sun Y, Sun F, Han P, Fan R, Ren F. Comparison of clinical characteristics and prognosis between type I and type II endometrial cancer: a single-center retrospective study. Discov Oncol 2023; 14:211. [PMID: 37994955 PMCID: PMC10667178 DOI: 10.1007/s12672-023-00820-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/13/2023] [Accepted: 11/02/2023] [Indexed: 11/24/2023] Open
Abstract
OBJECTIVES To explore the differences in clinical characteristics, prognosis, and risk factors between type I and type II endometrial cancer (EC). MATERIALS AND METHODS We retrospectively collected EC patients diagnosed with type I or type II EC from 2009 to 2021 in the First Affiliated Hospital of Zhengzhou University. RESULTS In total, 606 eligible EC patients (396 type I, and 210 type II) were included. Baseline analyses revealed that type II patients were older, had more advanced clinical stage, were more likely to receive chemoradiotherapy, and had higher incidence of myometrial infiltration, cervix involvement, lymph node metastasis and positive ascites cytology. Type II significantly favored poorer overall survival (OS) (HR = 9.10, 95%CI 4.79-17.28, P < 0.001) and progression-free survival (PFS) (HR = 6.07, 95%CI 2.75-13.37, P < 0.001) compared to type I. For all included EC, univariate and multivariate COX analyses revealed age, myometrial infiltration and pathological type were independent risk factors for OS and PFS. Subgroup analyses identified age, menopause, clinical stage, and lymph node metastasis as independent risk factors for type I regarding OS. While age, myometrial infiltration and chemoradiotherapy were identified as risk and protective factors for type II regrading OS. Age and cervix involvement were identified as independent risk factors for type I regarding PFS. Myometrial infiltration was identified as independent risk factor for type II regarding PFS. CONCLUSION Type II patients shared different clinical characteristics and worse prognosis compared to type I, and their independent risk and protective factors also varied.
Collapse
Affiliation(s)
- Yuanpei Wang
- Department of Obstetrics and Gynecology, First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Yi Sun
- Department of Obstetrics and Gynecology, First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Fangfang Sun
- Department of Obstetrics and Gynecology, First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Pin Han
- Department of Obstetrics and Gynecology, Luoyang Maternal and Child Health Care Hospital, Luoyang, Henan, China
| | - Rujia Fan
- Department of Obstetrics and Gynecology, Henan Province People's Hospital, Zhengzhou University, Zhengzhou, Henan, China.
| | - Fang Ren
- Department of Obstetrics and Gynecology, First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.
| |
Collapse
|
12
|
Bruno V, Betti M, D'Ambrosio L, Massacci A, Chiofalo B, Pietropolli A, Piaggio G, Ciliberto G, Nisticò P, Pallocca M, Buda A, Vizza E. Machine learning endometrial cancer risk prediction model: integrating guidelines of European Society for Medical Oncology with the tumor immune framework. Int J Gynecol Cancer 2023; 33:1708-1714. [PMID: 37875322 PMCID: PMC10646888 DOI: 10.1136/ijgc-2023-004671] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Accepted: 08/31/2023] [Indexed: 10/26/2023] Open
Abstract
OBJECTIVE Current prognostic factors for endometrial cancer are not sufficient to predict recurrence in early stages. Treatment choices are based on the prognostic factors included in the risk classes defined by the ESMO-ESGO-ESTRO (European Society for Medical Oncology-European Society of Gynaecological Oncology-European Society for Radiotherapy and Oncology) consensus conference with the new biomolecular classification based on POLE, TP53, and microsatellite instability status. However, a minority of early stage cases relapse regardless of their low risk profiles. Integration of the immune context status to existing molecular based models has not been fully evaluated. This study aims to investigate whether the integration of the immune landscape in the tumor microenvironment could improve clinical risk prediction models and allow better profiling of early stages. METHODS Leveraging the potential of in silico deconvolution tools, we estimated the relative abundances of immune populations in public data and then applied feature selection methods to generate a machine learning based model for disease free survival probability prediction. RESULTS We included information on International Federation of Gynecology and Obstetrics (FIGO) stage, tumor mutational burden, microsatellite instability, POLEmut status, interferon γ signature, and relative abundances of monocytes, natural killer cells, and CD4+T cells to build a relapse prediction model and obtained a balanced accuracy of 69%. We further identified two novel early stage profiles that undergo different pathways of recurrence. CONCLUSION This study presents an extension of current prognostic factors for endometrial cancer by exploiting machine learning models and deconvolution techniques on available public biomolecular data. Prospective clinical trials are advisable to validate the early stage stratification.
Collapse
Affiliation(s)
- Valentina Bruno
- Department of Experimental Clinical Oncology, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | | | | | - Alice Massacci
- IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Benito Chiofalo
- Department of Experimental Clinical Oncology, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | - Adalgisa Pietropolli
- Section of Ginecology and Obstetrics, Department of Surgical Sciences, University of Rome Tor Vergata, Roma, Italy
| | - Giulia Piaggio
- IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | | | - Paola Nisticò
- IRCCS Regina Elena National Cancer Institute, Rome, Italy
| | | | - Alessandro Buda
- Division of Gynecologic Oncology, Michele and Pietro Ferrero Hospital, Verduno, Italy
| | - Enrico Vizza
- Department of Experimental Clinical Oncology, IRCCS Regina Elena National Cancer Institute, Rome, Italy
| |
Collapse
|
13
|
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: 3] [Impact Index Per Article: 1.5] [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
|
14
|
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: 3] [Impact Index Per Article: 1.5] [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
|
15
|
Mamat @ Yusof MN, Chew KT, Kampan NC, Shafiee MN. Expression of PD-1 and PD-L1 in Endometrial Cancer: Molecular and Clinical Significance. Int J Mol Sci 2023; 24:15233. [PMID: 37894913 PMCID: PMC10607163 DOI: 10.3390/ijms242015233] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 10/07/2023] [Accepted: 10/11/2023] [Indexed: 10/29/2023] Open
Abstract
The landscape of diagnosing and treating endometrial cancer is undergoing a profound transformation due to the integration of molecular analysis and innovative therapeutic approaches. For several decades, the cornerstone treatments for endometrial cancer have included surgical resection, cytotoxic chemotherapy, hormonal therapy, and radiation therapy. However, in recent years, the concept of personalised medicine has gained momentum, reshaping the way clinicians approach cancer treatment. Tailoring treatments based on specific biomarkers has evolved into a standard practice in both initial and recurrent therapy protocols. This review aims to provide an in-depth exploration of the current state of molecular analysis and treatment strategies in the context of endometrial cancer, focusing on the immunological aspect of the PD-1/PD-L1 axis. Furthermore, it seeks to shed light on emerging and innovative approaches that hold promise for the future modulation of endometrial cancer treatments. In essence, as researchers delve into the complex molecular landscape of endometrial cancer and harness the understanding of the PD-1/PD-L1 axis, we are paving the way for more targeted, effective, and personalised therapies that have the potential to significantly improve the outcomes and quality of life for patients with this challenging disease.
Collapse
Affiliation(s)
| | | | | | - Mohamad Nasir Shafiee
- Gynaecologic-Oncology Unit, Department of Obstetrics and Gynaecology, Hospital Canselor Tuanku Muhriz, Faculty of Medicine, Universiti Kebangsaan Malaysia, Kuala Lumpur 56000, Malaysia
| |
Collapse
|
16
|
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: 0.5] [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
|
17
|
Wang J, Yin T, Liu S. Dysregulation of immune response in PCOS organ system. Front Immunol 2023; 14:1169232. [PMID: 37215125 PMCID: PMC10196194 DOI: 10.3389/fimmu.2023.1169232] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2023] [Accepted: 04/24/2023] [Indexed: 05/24/2023] Open
Abstract
Polycystic ovary syndrome (PCOS) is the most common reproductive endocrine disorder affecting women, which can lead to infertility. Infertility, obesity, hirsutism, acne, and irregular menstruation are just a few of the issues that PCOS can be linked to. PCOS has a complicated pathophysiology and a range of clinical symptoms. Chronic low-grade inflammation is one of the features of PCOS. The inflammatory environment involves immune and metabolic disturbances. Numerous organ systems across the body, in addition to the female reproductive system, have been affected by the pathogenic role of immunological dysregulation in PCOS in recent years. Insulin resistance and hyperandrogenism are associated with immune cell dysfunction and cytokine imbalance. More importantly, obesity is also involved in immune dysfunction in PCOS, leading to an inflammatory environment in women with PCOS. Hormone, obesity, and metabolic interactions contribute to the pathogenesis of PCOS. Hormone imbalance may also contribute to the development of autoimmune diseases. The aim of this review is to summarize the pathophysiological role of immune dysregulation in various organ systems of PCOS patients and provide new ideas for systemic treatment of PCOS in the future.
Collapse
Affiliation(s)
- Jingxuan Wang
- Reproductive Medicine Center, Renmin Hospital of Wuhan University, Wuhan, China
| | - Tailang Yin
- Reproductive Medicine Center, Renmin Hospital of Wuhan University, Wuhan, China
| | - Su Liu
- Shenzhen Key Laboratory of Reproductive Immunology for Peri-implantation, Shenzhen Zhongshan Institute for Reproduction and Genetics, Shenzhen Zhongshan Urology Hospital, Shenzhen, China
| |
Collapse
|
18
|
Choi JY, Kim TJ. The Current Status and Future Perspectives of Chimeric Antigen Receptor-Engineered T Cell Therapy for the Management of Patients with Endometrial Cancer. Curr Issues Mol Biol 2023; 45:3359-3374. [PMID: 37185744 PMCID: PMC10136476 DOI: 10.3390/cimb45040220] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Revised: 04/11/2023] [Accepted: 04/11/2023] [Indexed: 05/17/2023] Open
Abstract
Endometrial cancer (EC) is a gynecological neoplasm that is increasing in occurrence and mortality rates. Although endometrial cancer in the early stages shows a relatively favorable prognosis, there is an increase in cancer-related mortality rates in the advanced or recurrent endometrial carcinoma population and patients in the metastatic setting. This discrepancy has presented an opportunity for research and development of target therapies in this population. After obtaining promising results with hematologic cancers, chimeric antigen receptor (CAR)-T cell immunotherapy is gaining acceptance as a treatment for solid neoplasms. This treatment platform allows T cells to express tumor-specific CARs on the cell surface, which are administered to the patient to treat neoplastic cells. Given that CAR-T cell therapy has shown potential and clinical benefit compared to other T cell treatment platforms, additional research is required to overcome physiological limitations such as CAR-T cell depletion, immunosuppressive tumor microenvironment, and the lack of specific target molecules. Different approaches and development are ongoing to overcome these complications. This review examines CAR-T cell therapy's current use for endometrial carcinomas. We also discuss the significant adverse effects and limitations of this immunotherapeutic approach. Finally, we consolidate signal-seeking early-phase clinical trials and advancements that have shown promising results, leading to the approval of new immunotherapeutic agents for the disease.
Collapse
Affiliation(s)
- Ji-Young Choi
- Department of Gynecology and Infertility Medicine, CHA University Ilsan Medical Center, Goyang 1205, Republic of Korea
| | - Tae-Jin Kim
- Department of Urology, CHA University Ilsan Medical Center, CHA University School of Medicine, Goyang 1205, Republic of Korea
| |
Collapse
|
19
|
Arabian S, Boostan A, Darzi S. The role of toll-like receptors (TLRs) and their therapeutic applications in endometrial cancer. Clin Transl Oncol 2023; 25:859-865. [PMID: 36374404 DOI: 10.1007/s12094-022-02999-1] [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: 09/26/2022] [Accepted: 10/28/2022] [Indexed: 11/16/2022]
Abstract
Endometrial cancer (EC) is developed nations' most prevalent form of gynecologic cancer. Patients are frequently diagnosed with EC when the tumor is still limited to the uterus. Patients without tumor metastasis have a 5-year survival rate ranging from 80 to 90%; however, almost 16.8% of EC patients develop a metastatic form of the tumor. In the early stages of tumorigenesis, the immune system is able to identify aberrant cells as non-self, therefore providing the optimal pro-inflammatory microenvironment for the elimination of cancer cells. Although, chronic inflammation can be a crucial aspect of tumor development. Toll-like receptors (TLRs), as the main pattern recognition receptors (PRRs) in innate immunity, may stimulate an inflammatory response and provide cell survival in the tumor microenvironment (TME). TLRs are vital immunomodulators that may significantly impact the development of gynecologic malignancies. Therefore, TLR inhibitors are being researched for their possible benefits in treating gynecologic cancers. The aim of this study is to review the current knowledge in this field and provide some insight into the therapeutic potential of TLR inhibitors in EC.
Collapse
Affiliation(s)
- Sahereh Arabian
- Abnormal Uterine Bleeding Research Center, Semnan University of Medical Sciences, Semnan, Iran
| | - Aynaz Boostan
- Abnormal Uterine Bleeding Research Center, Semnan University of Medical Sciences, Semnan, Iran
| | - Satinik Darzi
- Abnormal Uterine Bleeding Research Center, Semnan University of Medical Sciences, Semnan, Iran.
| |
Collapse
|
20
|
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; 15:2042. [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
|
21
|
Pignata S, Scambia G, Schettino C, Arenare L, Pisano C, Lombardi D, De Giorgi U, Andreetta C, Cinieri S, De Angelis C, Priolo D, Casanova C, Rosati M, Greco F, Zafarana E, Schiavetto I, Mammoliti S, Cecere SC, Salutari V, Scalone S, Farolfi A, Di Napoli M, Lorusso D, Gargiulo P, Califano D, Russo D, Spina A, De Cecio R, Chiodini P, Perrone F, Accinno V, Altavilla C, Andreetta C, Antonelli G, Arenare L, Artioli G, Avola F, Barbara B, Barbato V, Bartoletti M, Bevilacqua S, Bordonaro R, Borghese O, Buonfanti G, Califano D, Camarda F, Canzanella G, Carbone V, Carbone MR, Carlo Stella G, Casanova C, Cassani C, Castagna F, Cattaneo M, Cecere SC, Chiodini P, Cinefra M, Cinieri S, Colombo N, Corsetti S, Dall'Agata M, D'Amico M, Daniele G, De Angelis C, De Cecio R, De Giorgi U, De Marino E, De Matteis G, De Placido S, Del Bene G, Del Giudice A, Del Monte F, Del Sesto M, Di Napoli M, Donini M, Drudi G, Falcone G, Farolfi A, Favaretto A, Ferrera G, Florio M, Forestieri V, Gallo MS, Gallo C, Gargiulo P, Garibaldi F, Gerevini F, Ghizzoni V, Giganti MO, Gimigliano A, Giudice E, Gnocchi N, Gravina A, Greco F, Greggi S, Iaia ML, Ilardi A, Iovine G, Ippoliti G, Irollo G, Isidori I, Lapresa M, Lavenia G, Lombardi D, Longhitano L, Lorusso D, Lucia B, Luzi G, Mammoliti S, Mariano S, Marino V, Marrapese G, Martino M, Matocci R, Mazzoni E, Mercuri D, Mirto M, Mollo G, Montinaro A, Moscatelli M, Mosconi AM, Musacchio L, Nanni N, Natalucci P, Nicoloso MS, Orditura M, Parma GM, Passalacqua R, Pelone M, Perri MT, Perrone F, Perrucci B, Piancastelli A, Piccirillo MC, Piccolo A, Pignata S, Pisano C, Priolo D, Rapisardi S, Ravaglia G, Ribecco T, Ricci C, Roccio M, Romano F, Rosati M, Russo D, Salutari V, Sambataro D, Savio A, Sbriglia A, Scaffa C, Scalone S, Scambia G, Schettino C, Schiavetto I, Sergi C, Sgandurra F, Sorio R, Spina A, Stabile S, Tabaro G, Tambaro M, Tamberi S, Tecchiato A, Trujillo AM, Zaccarelli E, Zafarana E. Carboplatin and paclitaxel plus avelumab compared with carboplatin and paclitaxel in advanced or recurrent endometrial cancer (MITO END-3): a multicentre, open-label, randomised, controlled, phase 2 trial. Lancet Oncol 2023; 24:286-296. [PMID: 37052965 DOI: 10.1016/s1470-2045(23)00016-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Revised: 01/11/2023] [Accepted: 01/12/2023] [Indexed: 02/16/2023]
Abstract
BACKGROUND Adding immunotherapy to first-line chemotherapy might improve outcomes for patients with advanced or recurrent endometrial cancer. We aimed to compare carboplatin and paclitaxel versus avelumab plus carboplatin and paclitaxel as first-line treatment with avelumab given concurrent to chemotherapy and as maintenance after the end of chemotherapy. METHODS MITO END-3 is an open-label, randomised, controlled, phase 2 trial conducted at 31 cancer institutes, hospitals, and universities in Italy. Eligible patients were aged 18 years or older with histologically confirmed advanced (FIGO stage III-IV) or recurrent endometrial cancer, an Eastern Cooperative Oncology Group (ECOG) performance status of 0-1, and no previous systemic anticancer therapy as primary treatment for advanced or metastatic disease. Participants were randomly assigned (1:1) using a computerised minimisation procedure stratified by centre, histology, and stage at study entry, to either receive carboplatin (area under the curve [AUC] 5 mg/mL × min) and paclitaxel (175 mg/m2; standard group) intravenously every 3 weeks for six to eight cycles or avelumab (10 mg/kg intravenously) added to carboplatin and paclitaxel (experimental group) every 3 weeks and then every 2 weeks as a single maintenance treatment after the end of chemotherapy until disease progression or unacceptable toxicity. Patients, treating clinicians, and those assessing radiological examinations were not masked to study treatment. The primary endpoint was investigator-assessed progression-free survival, measured in the intention-to-treat (ITT) population. Patients who received at least one dose of study drug were included in the safety analysis. Experimental group superiority was tested with 80% power and one-tailed α 0·20. This trial is registered with ClinicalTrials.gov (NCT03503786) and EudraCT (2016-004403-31). FINDINGS From April 9, 2018, to May 13, 2021, 166 women were assessed for eligibility and 39 were excluded. 125 eligible patients were randomly assigned to receive carboplatin and paclitaxel (n=62) or avelumab plus carboplatin and paclitaxel (n=63) and included in the ITT population. The median follow-up was 23·3 months (IQR 13·2-29·6) and was similar between the two groups. 91 progression-free survival events were reported, with 49 events in 62 patients in the standard group and 42 events in 63 patients in the experimental group. The median progression-free survival was 9·9 months (95% CI 6·7-12·1) in the standard group and 9·6 months (7·2-17·7) in the experimental group (HR of progression or death 0·78 [60% CI 0·65-0·93]; one-tailed p=0·085). Serious adverse events were reported more frequently in the experimental group (24 vs seven events in the standard group); neutrophil count decrease was the most frequent grade 3-4 adverse event (19 [31%] of 61 patients in the experimental group vs 26 [43%] of 61 patients in the standard group). Two deaths occurred in the experimental group during treatment (one respiratory failure following severe myositis [possibly related to treatment] and one cardiac arrest [not related to treatment]). INTERPRETATION Adding avelumab to first-line chemotherapy deserves further testing in patients with advanced or recurrent endometrial cancer, although consideration of mismatch repair status is warranted. FUNDING Pfizer.
Collapse
|
22
|
López‐Janeiro Á, Villalba‐Esparza M, Brizzi ME, Jiménez‐Sánchez D, Ruz‐Caracuel I, Kadioglu E, Masetto I, Goubert V, Garcia‐Ros D, Melero I, Peláez‐García A, Hardisson D, de Andrea CE. The association between the tumor immune microenvironments and clinical outcome in low-grade, early-stage endometrial cancer patients. J Pathol 2022; 258:426-436. [PMID: 36169332 PMCID: PMC9828119 DOI: 10.1002/path.6012] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2022] [Revised: 09/04/2022] [Accepted: 09/21/2022] [Indexed: 01/19/2023]
Abstract
Endometrial tumors show substantial heterogeneity in their immune microenvironment. This heterogeneity could be used to improve the accuracy of current outcome prediction tools. We assessed the immune microenvironment of 235 patients diagnosed with low-grade, early-stage endometrial cancer. Multiplex quantitative immunofluorescence was carried out to measure CD8, CD68, FOXP3, PD-1, and PD-L1 markers, as well as cytokeratin (CK), on tissue microarrays. Clustering results revealed five robust immune response patterns, each associated with specific immune populations, cell phenotypes, and cell spatial clustering. Most samples (69%) belonged to the immune-desert subtype, characterized by low immune cell densities. Tumor-infiltrating lymphocyte (TIL)-rich samples (4%) displayed high CD8+ T-cell infiltration, as well as a high percentage of CD8/PD-1+ cells. Immune-exclusion samples (19%) displayed the lowest CD8+ infiltration combined with high PD-L1 expression levels in CK+ tumor cells. In addition, they demonstrated high tumor cell spatial clustering as well as increased spatial proximity of CD8+ /PD-1+ and CK/PD-L1+ cells. FOXP3 and macrophage-rich phenotypes (3% and 4% of total samples) displayed relatively high levels of FOXP3+ regulatory T-cells and CD68+ macrophages, respectively. These phenotypes correlated with clinical outcomes, with immune-exclusion tumors showing an association with tumor relapse. When compared with prediction models built using routine pathological variables, models optimized with immune variables showed increased outcome prediction capacity (AUC = 0.89 versus 0.78) and stratification potential. The improved prediction capacity was independent of mismatch repair protein status and adjuvant radiotherapy treatment. Further, immunofluorescence results could be partially recapitulated using single-marker immunohistochemistry (IHC) performed on whole tissue sections. TIL-rich tumors demonstrated increased CD8+ T-cells by IHC, while immune-exclusion tumors displayed a lack of CD8+ T-cells and frequent expression of PD-L1 in tumor cells. Our results demonstrate the capability of the immune microenvironment to improve standard prediction tools in low-grade, early-stage endometrial carcinomas. © 2022 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.
Collapse
Affiliation(s)
- Álvaro López‐Janeiro
- Department of PathologyHospital Universitario La Paz, IdiPAZMadridSpain,Present address:
Department of Pathology, Clínica Universidad de NavarraUniversity of NavarraPamplonaSpain
| | - María Villalba‐Esparza
- Department of Pathology, Clínica Universidad de NavarraUniversity of NavarraPamplonaSpain,Center for Biomedical Research in the Cancer Network (Centro de Investigación Biomédica en Red de Cáncer, CIBERONC)Instituto de Salud Carlos IIIMadridSpain
| | | | - Daniel Jiménez‐Sánchez
- Department of Pathology, Clínica Universidad de NavarraUniversity of NavarraPamplonaSpain
| | | | | | | | | | - David Garcia‐Ros
- Department of Pathology, Clínica Universidad de NavarraUniversity of NavarraPamplonaSpain
| | - Ignacio Melero
- Center for Biomedical Research in the Cancer Network (Centro de Investigación Biomédica en Red de Cáncer, CIBERONC)Instituto de Salud Carlos IIIMadridSpain,Department of Immunology and ImmunotherapyClínica Universidad de NavarraPamplonaSpain,Program of Immunology and ImmunotherapyCIMA Universidad de NavarraPamplonaSpain
| | - Alberto Peláez‐García
- Molecular Pathology and Therapeutic Targets GroupLa Paz University Hospital (IdiPAZ)MadridSpain
| | - David Hardisson
- Department of PathologyHospital Universitario La Paz, IdiPAZMadridSpain,Center for Biomedical Research in the Cancer Network (Centro de Investigación Biomédica en Red de Cáncer, CIBERONC)Instituto de Salud Carlos IIIMadridSpain,Molecular Pathology and Therapeutic Targets GroupLa Paz University Hospital (IdiPAZ)MadridSpain,Faculty of MedicineUniversidad Autónoma de MadridMadridSpain
| | - Carlos E de Andrea
- Department of Pathology, Clínica Universidad de NavarraUniversity of NavarraPamplonaSpain,Center for Biomedical Research in the Cancer Network (Centro de Investigación Biomédica en Red de Cáncer, CIBERONC)Instituto de Salud Carlos IIIMadridSpain
| |
Collapse
|
23
|
Abstract
The presence of diabetes mellitus (DM) has a critical influence on the occurrence and development of endometrial cancer (EC) and is associated with a poor prognosis. Patients with DM are twice as likely to progress to EC, probably because a high-glucose environment contributes to the growth and invasiveness of EC cells. In this review, we focus on the etiological links between DM and EC and provide an overview of potential biological mechanisms that may account for this relationship, including hyperglycemia, insulin resistance, hyperinsulinemia, glycolysis, chronic inflammation, obesity, and activation of signaling pathways involved in EC. Furthermore, we discuss the pharmacological management of EC associated with DM. Early treatment with metformin is expected to be an effective adjuvant alternative for EC in the future. This knowledge is important for further opening up preventive and therapeutic strategies for EC by targeting glucose metabolism.
Collapse
Affiliation(s)
- Ya Wang
- Department of Endocrinology, The First Affiliated Hospital of Yangtze University, Jingzhou First People’s Hospital, Jingzhou, Hubei, China
- Department of Clinical Medical Research Center for Personalized Diagnosis and Treatment of Cancer, The First Affiliated Hospital of Yangtze University, Jingzhou First People’s Hospital, Jingzhou, Hubei, China
| | - Xinling Zeng
- Department of gynaecology and obstetrics,The First School of Clinical Medicine,Yangtze University, Jingzhou, Hubei, China
| | - Jie Tan
- Department of Hematology, The First Affiliated Hospital of Yangtze University, Jingzhou First People’s Hospital, Jingzhou, Hubei, China
- *Correspondence: Jie Tan, Department of Hematology, The First Affiliated Hospital of Yangtze University, Jingzhou First People’s Hospital, Jingzhou, Hubei, China (e-mail: ); Cunjian Yi, Department of Clinical Medical Research Center for Personalized Diagnosis and Treatment of Cancer, The First Affiliated Hospital of Yangtze University, Jingzhou First People’s Hospital, Jingzhou, Hubei, China (e-mail: )
| | - Yi Xu
- Department of gynaecology and obstetrics,The First School of Clinical Medicine,Yangtze University, Jingzhou, Hubei, China
| | - Cunjian Yi
- Department of Clinical Medical Research Center for Personalized Diagnosis and Treatment of Cancer, The First Affiliated Hospital of Yangtze University, Jingzhou First People’s Hospital, Jingzhou, Hubei, China
- *Correspondence: Jie Tan, Department of Hematology, The First Affiliated Hospital of Yangtze University, Jingzhou First People’s Hospital, Jingzhou, Hubei, China (e-mail: ); Cunjian Yi, Department of Clinical Medical Research Center for Personalized Diagnosis and Treatment of Cancer, The First Affiliated Hospital of Yangtze University, Jingzhou First People’s Hospital, Jingzhou, Hubei, China (e-mail: )
| |
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: 8] [Impact Index Per Article: 2.7] [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
|
Garg V, Jayaraj AS, Kumar L. Novel approaches for treatment of endometrial carcinoma. Curr Probl Cancer 2022; 46:100895. [PMID: 35986972 DOI: 10.1016/j.currproblcancer.2022.100895] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2022] [Revised: 07/26/2022] [Accepted: 07/26/2022] [Indexed: 11/03/2022]
Abstract
Endometrial cancer (EC) is common malignancy in women and its incidence is slowly on the rise. Accurate surgical staging, with aggressive cytoreduction when indicated, remains the most critical step in the treatment. Careful pathological evaluation and/or molecular risk stratification guides for proper systemic adjuvant radiotherapy ± chemotherapy. Recurrent and metastatic EC has dismal prognosis and palliative therapies (chemotherapy, hormonal therapy or radiation) forms the backbone of treatment. There is an unmet need of newer therapies to improve survival in such cases. A number of tyrosine kinase inhibitors are currently under evaluation. Recent data on therapeutic targeting of HER2 positive serous EC is exciting. Data on check point inhibitors particularly based on biomarker select population has raised hope for potentially effective treatment for women with high risk endometrial cancer .
Collapse
Affiliation(s)
- Vikas Garg
- Department of Medical Oncology and Gynaecology, All India Institute of Medical Sciences, New Delhi, India
| | - Aarthi S Jayaraj
- Department of Medical Oncology and Gynaecology, All India Institute of Medical Sciences, New Delhi, India
| | - Lalit Kumar
- Department of Medical Oncology and Gynaecology, All India Institute of Medical Sciences, New Delhi, India.
| |
Collapse
|
26
|
Ura B, Capaci V, Aloisio M, Di Lorenzo G, Romano F, Ricci G, Monasta L. A Targeted Proteomics Approach for Screening Serum Biomarkers Observed in the Early Stage of Type I Endometrial Cancer. Biomedicines 2022; 10:1857. [PMID: 36009404 PMCID: PMC9405144 DOI: 10.3390/biomedicines10081857] [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: 06/22/2022] [Revised: 07/22/2022] [Accepted: 07/28/2022] [Indexed: 11/16/2022] Open
Abstract
Endometrial cancer (EC) is the most common gynecologic malignancy, and it arises in the inner part of the uterus. Identification of serum biomarkers is essential for diagnosing the disease at an early stage. In this study, we selected 44 healthy controls and 44 type I EC at tumor stage 1, and we used the Immuno-oncology panel and the Target 96 Oncology III panel to simultaneously detect the levels of 92 cancer-related proteins in serum, using a proximity extension assay. By applying this methodology, we identified 20 proteins, associated with the outcome at binary logistic regression, with a p-value below 0.01 for the first panel and 24 proteins with a p-value below 0.02 for the second one. The final multivariate logistic regression model, combining proteins from the two panels, generated a model with a sensitivity of 97.67% and a specificity of 83.72%. These results support the use of the proposed algorithm after a validation phase.
Collapse
Affiliation(s)
- Blendi Ura
- Institute for Maternal and Child Health—IRCCS Burlo Garofolo, 34137 Trieste, Italy; (V.C.); (M.A.); (G.D.L.); (F.R.); (G.R.); (L.M.)
| | - Valeria Capaci
- Institute for Maternal and Child Health—IRCCS Burlo Garofolo, 34137 Trieste, Italy; (V.C.); (M.A.); (G.D.L.); (F.R.); (G.R.); (L.M.)
| | - Michelangelo Aloisio
- Institute for Maternal and Child Health—IRCCS Burlo Garofolo, 34137 Trieste, Italy; (V.C.); (M.A.); (G.D.L.); (F.R.); (G.R.); (L.M.)
| | - Giovanni Di Lorenzo
- Institute for Maternal and Child Health—IRCCS Burlo Garofolo, 34137 Trieste, Italy; (V.C.); (M.A.); (G.D.L.); (F.R.); (G.R.); (L.M.)
| | - Federico Romano
- Institute for Maternal and Child Health—IRCCS Burlo Garofolo, 34137 Trieste, Italy; (V.C.); (M.A.); (G.D.L.); (F.R.); (G.R.); (L.M.)
| | - Giuseppe Ricci
- Institute for Maternal and Child Health—IRCCS Burlo Garofolo, 34137 Trieste, Italy; (V.C.); (M.A.); (G.D.L.); (F.R.); (G.R.); (L.M.)
- Department of Medicine, Surgery and Health Sciences, University of Trieste, 34129 Trieste, Italy
| | - Lorenzo Monasta
- Institute for Maternal and Child Health—IRCCS Burlo Garofolo, 34137 Trieste, Italy; (V.C.); (M.A.); (G.D.L.); (F.R.); (G.R.); (L.M.)
| |
Collapse
|
27
|
Rizzo A. Immune Checkpoint Inhibitors and Mismatch Repair Status in Advanced Endometrial Cancer: Elective Affinities. J Clin Med 2022; 11:3912. [PMID: 35807197 PMCID: PMC9267485 DOI: 10.3390/jcm11133912] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Revised: 06/22/2022] [Accepted: 07/04/2022] [Indexed: 02/04/2023] Open
Abstract
Since endometrial cancers (ECs) are frequently TMB-H and MSI-H/dMMR tumors, this element has provided the rationale for testing immune checkpoint inhibitors (ICIs), which have recently emerged as a potential game-changer. However, several questions remain to be addressed, including the identification of patients who may benefit from the addition of ICIs as well as those who do not need immunotherapy. In the current paper, we provide an overview of the clinical development of immunotherapy in advanced or recurrent EC, discussing the role of MMR and the "elective affinities" between ICIs and this predictive biomarker in this setting.
Collapse
Affiliation(s)
- Alessandro Rizzo
- Struttura Semplice Dipartimentale di Oncologia Medica per la Presa in Carico Globale del Paziente Oncologico "Don Tonino Bello", I.R.C.C.S. Istituto Tumori "Giovanni Paolo II", Viale Orazio Flacco 65, 70124 Bari, Italy
| |
Collapse
|
28
|
Azadehrah M, Vosoogh S, Azadehrah M. The roles and therapeutic applications of cytokines in endometrial cancer. J Reprod Immunol 2022; 152:103652. [PMID: 35753146 DOI: 10.1016/j.jri.2022.103652] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Revised: 05/21/2022] [Accepted: 06/05/2022] [Indexed: 12/26/2022]
Abstract
Endometrial cancer (EC) is a common gynecological cancer globally and the most frequent gynecologic malignancy in industrialized countries. Patients are typically diagnosed when the disease is still restricted to the uterus. 5-year overall survival ranges from 70 % to 90 % in patients without metastatic disease; however, the metastatic form of the disease affects 16 % of EC patients, with a 5-year survival rate of 16.8 %. The immune system can detect abnormal cells as non-self in the early stages of carcinogenesis, producing the appropriate pro-inflammatory environment to eliminate cancer cells. In a second phase, cancer cells use various immune-editing systems to alter the profile of the immune response from pro to anti-inflammatory, resulting in immune escape. The directors of this immune switching mechanism are cytokines. Studies have reported the increased expression of several pro-and anti-inflammatory cytokines in EC tissues and cell lines, including Interleukin (IL)- 6, IL-8, IL-31, IL-33, IL-10, TGF-β, VEGF, and IL-1Ra. Immune cells producing these cytokines have also been reported to be present in EC tissues. Therefore, in this study, we aimed to show the possible mechanisms of the mentioned cytokines on EC progression, as well as the most current and prospective advancements in cytokine-based therapeutic applications.
Collapse
Affiliation(s)
- Malihe Azadehrah
- Cancer Research Center, Golestan University of Medical Sciences, Gorgan, Iran
| | - Shohre Vosoogh
- Clinical Research Development Unit (CRDU), Sayad Shirazi Hospital, Golestan university of Medical Sciences, Gorgan, Iran
| | - Mahboobeh Azadehrah
- Cancer Research Center, Golestan University of Medical Sciences, Gorgan, Iran.
| |
Collapse
|
29
|
Sobstyl M, Brecht P, Sobstyl A, Mertowska P, Grywalska E. The Role of Microbiota in the Immunopathogenesis of Endometrial Cancer. Int J Mol Sci 2022; 23:ijms23105756. [PMID: 35628566 PMCID: PMC9143279 DOI: 10.3390/ijms23105756] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2022] [Revised: 05/16/2022] [Accepted: 05/18/2022] [Indexed: 02/01/2023] Open
Abstract
The female reproductive tract hosts a specific microbiome, which plays a crucial role in sustaining equilibrium and good health. In the majority of reproductive women, the microbiota (all bacteria, viruses, fungi, and other single-celled organisms within the human body) of the vaginal and cervical microenvironment are dominated by Lactobacillus species, which benefit the host through symbiotic relationships, in comparison to the uterus, fallopian tubes, and ovaries, which may contain a low-biomass microbiome with a diverse mixture of microorganisms. Although disruption to the balance of the microbiota develops, the altered immune and metabolic signaling may cause an impact on diseases such as cancer. These pathophysiological modifications in the gut–uterus axis may spark gynecological cancers. New information displays that gynecological and gastrointestinal tract dysbiosis (disruption of the microbiota homeostasis) can play an active role in the advancement and metastasis of gynecological neoplasms, such as cervical, endometrial, and ovarian cancers. Understanding the relationship between microbiota and endometrial cancer is critical for prognosis, diagnosis, prevention, and the development of innovative treatments. Identifying a specific microbiome may become an effective method for characterization of the specific microbiota involved in endometrial carcinogenesis. The aim of this study was to summarize the current state of knowledge that describes the correlation of microbiota with endometrial cancer with regard to the formation of immunological pathologies.
Collapse
Affiliation(s)
- Małgorzata Sobstyl
- Department of Gynecology and Gynecological Endocrinology, Medical University of Lublin, 20-037 Lublin, Poland;
| | - Peet Brecht
- Department of Experimental Immunology, Medical University of Lublin, Chodźki 4a St., 20-093 Lublin, Poland; (P.B.); (A.S.)
| | - Anna Sobstyl
- Department of Experimental Immunology, Medical University of Lublin, Chodźki 4a St., 20-093 Lublin, Poland; (P.B.); (A.S.)
| | - Paulina Mertowska
- Department of Experimental Immunology, Medical University of Lublin, Chodźki 4a St., 20-093 Lublin, Poland; (P.B.); (A.S.)
- Correspondence: (P.M.); (E.G.)
| | - Ewelina Grywalska
- Department of Experimental Immunology, Medical University of Lublin, Chodźki 4a St., 20-093 Lublin, Poland; (P.B.); (A.S.)
- Correspondence: (P.M.); (E.G.)
| |
Collapse
|
30
|
Kangasniemi MH, Komsi EK, Rossi HR, Liakka A, Khatun M, Chen JC, Paulson M, Hirschberg AL, Arffman RK, Piltonen TT. Artificial intelligence deep learning model assessment of leukocyte counts and proliferation in endometrium from women with and without polycystic ovary syndrome. F&S SCIENCE 2022; 3:174-186. [PMID: 35560015 DOI: 10.1016/j.xfss.2022.01.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 01/17/2022] [Accepted: 01/18/2022] [Indexed: 06/15/2023]
Abstract
OBJECTIVE To study whether artificial intelligence (AI) technology can be used to discern quantitative differences in endometrial immune cells between cycle phases and between samples from women with polycystic ovary syndrome (PCOS) and non-PCOS controls. Only a few studies have analyzed endometrial histology using AI technology, and especially, studies of the PCOS endometrium are lacking, partly because of the technically challenging analysis and unavailability of well-phenotyped samples. Novel AI technologies can overcome this problem. DESIGN Case-control study. SETTING University hospital-based research laboratory. PATIENT(S) Forty-eight women with PCOS and 43 controls. Proliferative phase samples (26 control and 23 PCOS) and luteinizing hormone (LH) surge timed LH+ 7-9 (10 control and 16 PCOS) and LH+ 10-12 (7 control and 9 PCOS) secretory endometrial samples were collected during 2014-2019. INTERVENTION(S) None. MAIN OUTCOME MEASURE(S) Endometrial samples were stained with antibodies for CD8+ T cells, CD56+ uterine natural killer cells, CD68+ macrophages, and proliferation marker Ki67. Scanned whole slide images were analyzed with an AI deep learning model. Cycle phase differences in leukocyte counts, proliferation rate, and endometrial thickness were measured within the study populations and between the PCOS and control samples. A subanalysis of anovulatory PCOS samples (n = 11) vs. proliferative phase controls (n = 18) was also performed. RESULT(S) Automated cell counting with a deep learning model performs well for the human endometrium. The leukocyte numbers and proliferation in the endometrium fluctuate with the menstrual cycle. Differences in leukocyte counts were not observed between the whole PCOS population and controls. However, anovulatory women with PCOS presented with a higher number of CD68+ cells in the epithelium (controls vs. PCOS, median [interquartile range], 0.92 [0.75-1.51] vs. 1.97 [1.12-2.68]) and fewer leukocytes in the stroma (CD8%, 3.72 [2.18-4.20] vs. 1.44 [0.77-3.03]; CD56%, 6.36 [4.43-7.43] vs. 2.07 [0.65-4.99]; CD68%, 4.57 [3.92-5.70] vs. 3.07 [1.73-4.59], respectively) compared with the controls. The endometrial thickness and proliferation rate were comparable between the PCOS and control groups in all cycle phases. CONCLUSION(S) Artificial intelligence technology provides a powerful tool for endometrial research because it is objective and can efficiently analyze endometrial compartments separately. Ovulatory endometrium from women with PCOS did not differ remarkably from the controls, which may indicate that gaining ovulatory cycles normalizes the PCOS endometrium and enables normalization of leukocyte environment before implantation. Deviant endometrial leukocyte populations observed in anovulatory women with PCOS could be interrelated with the altered endometrial function observed in these women.
Collapse
Affiliation(s)
- Marika H Kangasniemi
- Department of Obstetrics and Gynecology, PEDEGO Research Unit, Medical Research Center, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Elina K Komsi
- Department of Obstetrics and Gynecology, PEDEGO Research Unit, Medical Research Center, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Henna-Riikka Rossi
- Department of Obstetrics and Gynecology, PEDEGO Research Unit, Medical Research Center, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Annikki Liakka
- Department of Pathology, Medical Research Center, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Masuma Khatun
- Department of Obstetrics and Gynecology, PEDEGO Research Unit, Medical Research Center, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Joseph C Chen
- Department of Obstetrics, Gynecology and Reproductive Sciences, University of California, San Francisco, California
| | - Mariana Paulson
- Department of Women's and Children's Health, Karolinska Institutet, Stockholm, Sweden; Department of Gynecology and Reproductive Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Angelica L Hirschberg
- Department of Women's and Children's Health, Karolinska Institutet, Stockholm, Sweden; Department of Gynecology and Reproductive Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Riikka K Arffman
- Department of Obstetrics and Gynecology, PEDEGO Research Unit, Medical Research Center, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Terhi T Piltonen
- Department of Obstetrics and Gynecology, PEDEGO Research Unit, Medical Research Center, Oulu University Hospital, University of Oulu, Oulu, Finland.
| |
Collapse
|
31
|
Abstract
Although endometrial cancer management remains challenging, a deeper understanding of the genetic diversity as well as the drivers of the various pathogenic states of this disease has led to development of divergent management approaches in an effort to improve therapeutic precision in this complex malignancy. This comprehensive review provides an update on the epidemiology, pathophysiology, diagnosis and molecular classification, recent advancements in disease management, as well as important patient quality-of-life considerations and emerging developments in the rapidly evolving therapeutic landscape of endometrial cancers.
Collapse
Affiliation(s)
- Vicky Makker
- Gynecologic Medical Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
- Department of Medicine, Weill Cornell Medical College, New York, NY, USA.
| | - Helen MacKay
- University of Toronto, Division of Medical Oncology & Hematology, Sunnybrook Odette Cancer Centre, Toronto, Ontario, Canada
| | - Isabelle Ray-Coquard
- Department of Medical Oncology, Centre Leon Berard, Laboratoire Reshape University Claude Bernard Lyon, Lyon, France
| | - Douglas A Levine
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, NY, USA
- Merck Research Labs, Rahway, NJ, USA
| | - Shannon N Westin
- Department of Gynecologic Oncology and Reproductive Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Daisuke Aoki
- Department of Obstetrics and Gynecology, Keio University School of Medicine, Tokyo, Japan
| | - Ana Oaknin
- Gynaecologic Cancer Programme, Vall d'Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d'Hebron, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| |
Collapse
|
32
|
Khalifa R, Elsese N, El-Desouky K, Shaair H, Helal D. Immune checkpoint proteins (PD-L1 and CTLA-4) in endometrial carcinoma: prognostic role and correlation with CD4 +/CD8 + tumor infiltrating lymphocytes (TILs) ratio. J Immunoassay Immunochem 2021; 43:192-212. [PMID: 34697997 DOI: 10.1080/15321819.2021.1981377] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Developing the prognostic aspects of endometrial carcinoma through shedding light on immune check point proteins (PD-L1 and CTLA-4) together with Tumor-Infiltrating Lymphocytes (TILs) may help finding new targets for immunotherapy, especially for advanced cases. This study aimed to study the immunohistochemical expression of PD-L1 and CTLA-4 in correlation with tumor infiltrating lymphocytes (TILs) in series of endometrial carcinomas. CTLA-4 showed notably higher frequency of expression in the studied cases than PD-L1. However, both showed significant association across different histopathological subtypes. PD-L1 immunohistochemical expression in studied endometrial carcinomas was significantly associated with low CD4+/CD8+ratio, high tumor grades, presence of lymph node metastasis and higher tumor stage. CTLA-4 immunohistochemical expression in studied endometrial carcinomas was significantly associated with low CD4+/CD8+ ratio and high tumor grades but not with tumor stage. Both PD-L1 & CTLA-4 are expressed in subset of endometrial carcinomas with more prevalence of the latter. Both immune checkpoint proteins have significant correlation with different prognostic clinicopathological parameters together with TILs (CD4 & CD8 and their ratio). Increased activated cytotoxic T lymphocytes and PD-L1 expression in endometrial carcinomas may suggest identification of patients' subset of tumors that can be candidates for treatment with immunotherapy.
Collapse
Affiliation(s)
- Rana Khalifa
- Department of pathology, Faculty of Medicine, Pathology, Tanta University, Tanta, Egypt
| | - Nawal Elsese
- Department of pathology, Faculty of Medicine, Pathology, Tanta University, Tanta, Egypt
| | - Karima El-Desouky
- Department of pathology, Faculty of Medicine, Pathology, Tanta University, Tanta, Egypt
| | - Hassan Shaair
- Department of pathology, Faculty of Medicine, Pathology, Tanta University, Tanta, Egypt
| | - Duaa Helal
- Department of pathology, Faculty of Medicine, Pathology, Tanta University, Tanta, Egypt
| |
Collapse
|
33
|
Agapito G, Cannataro M. Using BioPAX-Parser (BiP) to enrich lists of genes or proteins with pathway data. BMC Bioinformatics 2021; 22:376. [PMID: 34592927 PMCID: PMC8482563 DOI: 10.1186/s12859-021-04297-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Accepted: 07/06/2021] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Pathway enrichment analysis (PEA) is a well-established methodology for interpreting a list of genes and proteins of interest related to a condition under investigation. This paper aims to extend our previous work in which we introduced a preliminary comparative analysis of pathway enrichment analysis tools. We extended the earlier work by providing more case studies, comparing BiP enrichment performance with other well-known PEA software tools. METHODS PEA uses pathway information to discover connections between a list of genes and proteins as well as biological mechanisms, helping researchers to overcome the problem of explaining biological entity lists of interest disconnected from the biological context. RESULTS We compared the results of BiP with some existing pathway enrichment analysis tools comprising Centrality-based Pathway Enrichment, pathDIP, and Signaling Pathway Impact Analysis, considering three cancer types (colorectal, endometrial, and thyroid), for a total of six datasets (that is, two datasets per cancer type) obtained from the The Cancer Genome Atlas and Gene Expression Omnibus databases. We measured the similarities between the overlap of the enrichment results obtained using each couple of cancer datasets related to the same cancer. CONCLUSION As a result, BiP identified some well-known pathways related to the investigated cancer type, validated by the available literature. We also used the Jaccard and meet-min indices to evaluate the stability and the similarity between the enrichment results obtained from each couple of cancer datasets. The obtained results show that BiP provides more stable enrichment results than other tools.
Collapse
Affiliation(s)
- Giuseppe Agapito
- Department of Legal, Economic and Social Sciences, University "Magna Graecia", Catanzaro, Italy. .,Data Analytics Research Center, University "Magna Graecia", Catanzaro, Italy.
| | - Mario Cannataro
- Department of Medical and Surgical Sciences, University "Magna Graecia", Catanzaro, Italy. .,Data Analytics Research Center, University "Magna Graecia", Catanzaro, Italy.
| |
Collapse
|
34
|
Bergmann S, Schindler M, Munger C, Penfold CA, Boroviak TE. Building a stem cell-based primate uterus. Commun Biol 2021; 4:749. [PMID: 34140619 PMCID: PMC8211708 DOI: 10.1038/s42003-021-02233-8] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Accepted: 05/06/2021] [Indexed: 12/17/2022] Open
Abstract
The uterus is the organ for embryo implantation and fetal development. Most current models of the uterus are centred around capturing its function during later stages of pregnancy to increase the survival in pre-term births. However, in vitro models focusing on the uterine tissue itself would allow modelling of pathologies including endometriosis and uterine cancers, and open new avenues to investigate embryo implantation and human development. Motivated by these key questions, we discuss how stem cell-based uteri may be engineered from constituent cell parts, either as advanced self-organising cultures, or by controlled assembly through microfluidic and print-based technologies.
Collapse
Affiliation(s)
- Sophie Bergmann
- Department of Physiology, Development and Neuroscience, University of Cambridge, Cambridge, UK
- Centre for Trophoblast Research, University of Cambridge, Cambridge, UK
- Wellcome Trust - Medical Research Council Stem Cell Institute, University of Cambridge, Jeffrey Cheah Biomedical Centre, Cambridge, UK
| | - Magdalena Schindler
- Department of Physiology, Development and Neuroscience, University of Cambridge, Cambridge, UK
- Centre for Trophoblast Research, University of Cambridge, Cambridge, UK
- Wellcome Trust - Medical Research Council Stem Cell Institute, University of Cambridge, Jeffrey Cheah Biomedical Centre, Cambridge, UK
| | - Clara Munger
- Department of Physiology, Development and Neuroscience, University of Cambridge, Cambridge, UK
- Centre for Trophoblast Research, University of Cambridge, Cambridge, UK
- Wellcome Trust - Medical Research Council Stem Cell Institute, University of Cambridge, Jeffrey Cheah Biomedical Centre, Cambridge, UK
| | - Christopher A Penfold
- Department of Physiology, Development and Neuroscience, University of Cambridge, Cambridge, UK.
- Centre for Trophoblast Research, University of Cambridge, Cambridge, UK.
- Wellcome Trust - Medical Research Council Stem Cell Institute, University of Cambridge, Jeffrey Cheah Biomedical Centre, Cambridge, UK.
- Wellcome Trust - Cancer Research UK Gurdon Institute, Henry Wellcome Building of Cancer and Developmental Biology, University of Cambridge, Cambridge, UK.
| | - Thorsten E Boroviak
- Department of Physiology, Development and Neuroscience, University of Cambridge, Cambridge, UK.
- Centre for Trophoblast Research, University of Cambridge, Cambridge, UK.
- Wellcome Trust - Medical Research Council Stem Cell Institute, University of Cambridge, Jeffrey Cheah Biomedical Centre, Cambridge, UK.
| |
Collapse
|
35
|
Cao W, Ma X, Fischer JV, Sun C, Kong B, Zhang Q. Immunotherapy in endometrial cancer: rationale, practice and perspectives. Biomark Res 2021; 9:49. [PMID: 34134781 PMCID: PMC8207707 DOI: 10.1186/s40364-021-00301-z] [Citation(s) in RCA: 58] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Accepted: 05/25/2021] [Indexed: 12/12/2022] Open
Abstract
Tumor immunotherapy has attracted more and more attention nowadays, and multiple clinical trials have confirmed its effect in a variety of solid tumors. Immune checkpoint inhibitors (ICIs), cancer vaccines, adoptive cell transfer (ACT), and lymphocyte-promoting cytokines are the main immunotherapy methods. Endometrial cancer (EC) is one of the most frequent tumors in women and the prognosis of recurrent or metastatic EC is poor. Since molecular classification has been applied to EC, immunotherapy for different EC subtypes (especially POLE and MSI-H) has gradually attracted attention. In this review, we focus on the expression and molecular basis of the main biomarkers in the immunotherapy of EC firstly, as well as their clinical application significance and limitations. Blocking tumor immune checkpoints is one of the most effective strategies for cancer treatment in recent years, and has now become the focus in the field of tumor research and treatment. We summarized clinical date of planned and ongoing clinical trials and introduced other common immunotherapy methods in EC, such as cancer vaccine and ACT. Hormone aberrations, metabolic syndrome (MetS) and p53 mutant and that affect the immunotherapy of endometrial cancer will also be discussed in this review.
Collapse
Affiliation(s)
- Wenyu Cao
- Department of Obstetrics and Gynecology, Qilu Hospital, Shandong University, 107 West Wenhua Road, Ji'nan, Shandong, 250012, P.R. China.,Gynecology Oncology Key Laboratory, Qilu Hospital, Shandong University, Ji'nan, Shandong, 250012, P.R. China
| | - Xinyue Ma
- Department of Obstetrics and Gynecology, Qilu Hospital, Shandong University, 107 West Wenhua Road, Ji'nan, Shandong, 250012, P.R. China.,Gynecology Oncology Key Laboratory, Qilu Hospital, Shandong University, Ji'nan, Shandong, 250012, P.R. China
| | - Jean Victoria Fischer
- Department of Pathology, Northwestern Medicine, Gynecologic Pathology Fellow, Chicago, Illinois, USA
| | - Chenggong Sun
- Department of Obstetrics and Gynecology, Qilu Hospital, Shandong University, 107 West Wenhua Road, Ji'nan, Shandong, 250012, P.R. China.,Gynecology Oncology Key Laboratory, Qilu Hospital, Shandong University, Ji'nan, Shandong, 250012, P.R. China
| | - Beihua Kong
- Department of Obstetrics and Gynecology, Qilu Hospital, Shandong University, 107 West Wenhua Road, Ji'nan, Shandong, 250012, P.R. China.,Gynecology Oncology Key Laboratory, Qilu Hospital, Shandong University, Ji'nan, Shandong, 250012, P.R. China
| | - Qing Zhang
- Department of Obstetrics and Gynecology, Qilu Hospital, Shandong University, 107 West Wenhua Road, Ji'nan, Shandong, 250012, P.R. China. .,Gynecology Oncology Key Laboratory, Qilu Hospital, Shandong University, Ji'nan, Shandong, 250012, P.R. China.
| |
Collapse
|
36
|
Cheng P, Ma J, Zheng X, Zhou C, Chen X. Bioinformatic profiling identifies prognosis-related genes in the immune microenvironment of endometrial carcinoma. Sci Rep 2021; 11:12608. [PMID: 34131259 PMCID: PMC8206132 DOI: 10.1038/s41598-021-92091-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Accepted: 06/03/2021] [Indexed: 12/09/2022] Open
Abstract
Endometrial carcinoma (EC) is a common malignancy of female genital system which exhibits a unique immune profile. It is a promising strategy to quantify immune patterns of EC for predicting prognosis and therapeutic efficiency. Here, we attempted to identify the possible immune microenvironment-related prognostic markers of EC. We obtained the RNA sequencing and corresponding clinical data of EC from TCGA database. Then, 3 immune scores based on the Estimation of STromal and Immune cells in MAlignant Tumor tissues using Expression data (ESTIMATE) algorithm were computed. Correlation between above ESTIMATE scores and other immune-related scores, molecular subtypes, prognosis, and gene mutation status (including BRCA and TP53) were further analyzed. Afterwards, gene modules associated with the ESTIMATE scores were screened out through hierarchical clustering analysis and weighted gene co-expression network analysis (WGCNA). Differentially expressed analysis was performed and genes shared by the most relevant modules were found out. KEGG pathway enrichment analysis was conducted to explore the biological functions of those genes. Survival analysis was carried out to identify prognostic immune-related genes and GSE17025 database was further used to confirm the correlation between immune-related genes and the ImmuneScore. The immune-related scores based on ESTIMATE algorithm was closely related to the immune microenvironment of EC. 3 gene modules that had the closest correlations with 3 ESTIMATE scores were obtained. 109 immune-related genes were preliminarily found out and 29 pathways were significantly enriched, most of which were associated with immune response. Univariate survival analysis revealed that there were 14 genes positively associated with both OS and PFS. Among which, 11 genes showed marked correlations with ImmuneScore values in GSE17025 database. Our current study profiled the immune status and identified 14 novel immune-related prognostic biomarkers for EC. Our findings may help to investigate the complicated tumor microenvironment and develop novel individualized therapeutic targets for EC.
Collapse
Affiliation(s)
- Pu Cheng
- Department of Gynecology, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China. .,Key Laboratory of Tumor Microenvironment and Immune Therapy of Zhejiang Province, Hangzhou, China.
| | - Jiong Ma
- Department of Gynecology, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Xia Zheng
- Department of Gynecology, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Chunxia Zhou
- Department of Gynecology, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Xuejun Chen
- Department of Gynecology, Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| |
Collapse
|
37
|
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: 25] [Impact Index Per Article: 6.3] [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
|
38
|
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: 0.5] [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
|
39
|
Guo C, Tang Y, Zhang Y, Li G. Mining TCGA Data for Key Biomarkers Related to Immune Microenvironment in Endometrial cancer by Immune Score and Weighted Correlation Network Analysis. Front Mol Biosci 2021; 8:645388. [PMID: 33869285 PMCID: PMC8048410 DOI: 10.3389/fmolb.2021.645388] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Accepted: 02/16/2021] [Indexed: 02/05/2023] Open
Abstract
Background: Endometrial cancer (EC) is one of the most lethal gynecological cancers around the world. The aim of this study is to identify the potential immune microenvironment-related biomarkers associated with the prognosis for EC. Methods: RNA-seq data and clinical information of EC patients were derived from The Cancer Genome Atlas (TCGA). The immune score of each EC sample was obtained by ESTIMATE algorithm. Weighted gene co-expression network analysis (WGCNA) was used to identify the interesting module and potential key genes concerning the immune score. The expression patterns of the key genes were then verified via the GEPIA database. Finally, CIBERSORT was applied to evaluate the relative abundances of 22 immune cell types in EC. Results: Immune scores were significantly associated with tumor grade and histology of EC, and high immune scores may exert a protective influence on the survival outcome for EC. WGCNA indicated that the black module was significantly correlated with the immune score. Function analysis revealed it mainly involved in those terms related to immune regulation and inflammatory response. Moreover, 11 key genes (APOL3, C10orf54, CLEC2B, GIMAP1, GIMAP4, GIMAP6, GIMAP7, GIMAP8, GYPC, IFFO1, TAGAP) were identified from the black module, validated by the GEPIA database, and revealed strong correlations with infiltration levels of multiple immune cell types, as was the prognosis of EC. Conclusion: In this study, 11 key genes showed abnormal expressions and strong correlations with immune infiltration in EC, most of which were significantly associated with the prognosis of EC. These findings made them promising therapeutic targets for the treatment of EC.
Collapse
Affiliation(s)
- Chengbin Guo
- Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, China
| | - Yuqin Tang
- School of Basic Medical Sciences, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Yongqiang Zhang
- Molecular Medicine Center, West China Hospital, Sichuan University, Chengdu, China.,West China School of Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Gen Li
- Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, China
| |
Collapse
|
40
|
Schepisi G, Casadei C, Toma I, Poti G, Iaia ML, Farolfi A, Conteduca V, Lolli C, Ravaglia G, Brighi N, Altavilla A, Martinelli G, De Giorgi U. Immunotherapy and Its Development for Gynecological (Ovarian, Endometrial and Cervical) Tumors: From Immune Checkpoint Inhibitors to Chimeric Antigen Receptor (CAR)-T Cell Therapy. Cancers (Basel) 2021; 13:840. [PMID: 33671294 PMCID: PMC7922040 DOI: 10.3390/cancers13040840] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Revised: 02/10/2021] [Accepted: 02/14/2021] [Indexed: 12/24/2022] Open
Abstract
Gynecological tumors are malignancies with both high morbidity and mortality. To date, only a few chemotherapeutic agents have shown efficacy against these cancer types (only ovarian cancer responds to several agents, especially platinum-based combinations). Within this context, the discovery of immune checkpoint inhibitors has led to numerous clinical studies being carried out that have also demonstrated their activity in these cancer types. More recently, following the development of chimeric antigen receptor (CAR)-T cell therapy in hematological malignancies, this strategy was also tested in solid tumors, including gynecological cancers. In this article, we focus on the molecular basis of gynecological tumors that makes them potential candidates for immunotherapy. We also provide an overview of the main immunotherapy studies divided by tumor type and report on CAR technology and the studies currently underway in the area of gynecological malignancies.
Collapse
Affiliation(s)
- Giuseppe Schepisi
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, Via P. Maroncelli 40, 47014 Meldola, Italy; (C.C.); (M.L.I.); (A.F.); (V.C.); (C.L.); (N.B.); (A.A.); (G.M.); (U.D.G.)
| | - Chiara Casadei
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, Via P. Maroncelli 40, 47014 Meldola, Italy; (C.C.); (M.L.I.); (A.F.); (V.C.); (C.L.); (N.B.); (A.A.); (G.M.); (U.D.G.)
| | - Ilaria Toma
- Clinical Oncology, Arcispedale Sant’Anna University Hospital, 44124 Ferrara, Italy;
| | - Giulia Poti
- Istituto Dermopatico dell’Immacolata, IDI IRCCS, 00167 Rome, Italy;
| | - Maria Laura Iaia
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, Via P. Maroncelli 40, 47014 Meldola, Italy; (C.C.); (M.L.I.); (A.F.); (V.C.); (C.L.); (N.B.); (A.A.); (G.M.); (U.D.G.)
- Medical Oncology Unit 1, University of Genoa, Ospedale Policlinico San Martino IRCCS, 16132 Genoa, Italy
| | - Alberto Farolfi
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, Via P. Maroncelli 40, 47014 Meldola, Italy; (C.C.); (M.L.I.); (A.F.); (V.C.); (C.L.); (N.B.); (A.A.); (G.M.); (U.D.G.)
| | - Vincenza Conteduca
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, Via P. Maroncelli 40, 47014 Meldola, Italy; (C.C.); (M.L.I.); (A.F.); (V.C.); (C.L.); (N.B.); (A.A.); (G.M.); (U.D.G.)
| | - Cristian Lolli
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, Via P. Maroncelli 40, 47014 Meldola, Italy; (C.C.); (M.L.I.); (A.F.); (V.C.); (C.L.); (N.B.); (A.A.); (G.M.); (U.D.G.)
| | - Giorgia Ravaglia
- Unit of Biostatistics and Clinical Trials, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, Via P. Maroncelli 40, 47014 Meldola, Italy;
| | - Nicole Brighi
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, Via P. Maroncelli 40, 47014 Meldola, Italy; (C.C.); (M.L.I.); (A.F.); (V.C.); (C.L.); (N.B.); (A.A.); (G.M.); (U.D.G.)
| | - Amelia Altavilla
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, Via P. Maroncelli 40, 47014 Meldola, Italy; (C.C.); (M.L.I.); (A.F.); (V.C.); (C.L.); (N.B.); (A.A.); (G.M.); (U.D.G.)
| | - Giovanni Martinelli
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, Via P. Maroncelli 40, 47014 Meldola, Italy; (C.C.); (M.L.I.); (A.F.); (V.C.); (C.L.); (N.B.); (A.A.); (G.M.); (U.D.G.)
| | - Ugo De Giorgi
- Department of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori (IRST) “Dino Amadori”, Via P. Maroncelli 40, 47014 Meldola, Italy; (C.C.); (M.L.I.); (A.F.); (V.C.); (C.L.); (N.B.); (A.A.); (G.M.); (U.D.G.)
| |
Collapse
|
41
|
Chen B, Wang D, Li J, Hou Y, Qiao C. Screening and Identification of Prognostic Tumor-Infiltrating Immune Cells and Genes of Endometrioid Endometrial Adenocarcinoma: Based on The Cancer Genome Atlas Database and Bioinformatics. Front Oncol 2020; 10:554214. [PMID: 33335850 PMCID: PMC7737471 DOI: 10.3389/fonc.2020.554214] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2020] [Accepted: 11/06/2020] [Indexed: 11/13/2022] Open
Abstract
Background Endometrioid endometrial adenocarcinoma (EEA) is one of the most common tumors in the female reproductive system. With the further understanding of immune regulation mechanism in tumor microenvironment, immunotherapy is emerging in tumor treatment. However, there are few systematic studies on EEA immune infiltration. Methods In this study, prognostic tumor-infiltrating immune cells (TIICs) and related genes of EEA were comprehensively analyzed for the first time through the bioinformatics method with CIBERSORT algorithm as the core. Gene expression profile data were downloaded from the TCGA database, and the abundance ratio of TIICs was obtained. Kaplan-Meier analysis and Cox regression analysis were used to identify prognostic TIICs. EEA samples were grouped according to the risk score in Cox regression model. Differential analysis and functional enrichment analyses were performed on high- and low-risk groups to find survival-related hub genes, which were verified by Tumor Immune Estimation Resource (TIMER). Result Four TIICs including memory CD4+ T cells, regulatory T cells, natural killer cells and dendritic cells were identified. And two hub gene modules were found, in which six hub genes including APOL1, CCL17, RBP4, KRT15, KRT71, and KRT79 were significantly related to overall survival and were closely correlated with some certain TIICs in the validation of TIMER. Conclusion In this study, four prognostic TIICs and six hub genes were found to be closely related to EEA. These findings provided new potential targets for EEA immunotherapy.
Collapse
Affiliation(s)
- Bingnan Chen
- Department of Obstetrics and Gynaecology, Shengjing Hospital of China Medical University, Shenyang, China.,Key Laboratory of Obstetrics and Gynecology of Higher Education of Liaoning Province, Shenyang, China
| | - Di Wang
- Department of Internal Medicine, Shengjing Hospital of China Medical University, Shenyang, China
| | - Jiapo Li
- Department of Obstetrics and Gynaecology, Shengjing Hospital of China Medical University, Shenyang, China.,Key Laboratory of Obstetrics and Gynecology of Higher Education of Liaoning Province, Shenyang, China
| | - Yue Hou
- Department of Obstetrics and Gynaecology, Shengjing Hospital of China Medical University, Shenyang, China.,Key Laboratory of Obstetrics and Gynecology of Higher Education of Liaoning Province, Shenyang, China
| | - Chong Qiao
- Department of Obstetrics and Gynaecology, Shengjing Hospital of China Medical University, Shenyang, China.,Key Laboratory of Obstetrics and Gynecology of Higher Education of Liaoning Province, Shenyang, China
| |
Collapse
|
42
|
Kasherman L, Ahrari S, Lheureux S. Dostarlimab in the treatment of recurrent or primary advanced endometrial cancer. Future Oncol 2020; 17:877-892. [PMID: 33251877 DOI: 10.2217/fon-2020-0655] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Immune checkpoint inhibitors have demonstrated significant clinical activity across various tumor subtypes; however, their utility in gynecologic malignancies has thus far proven modest. Since the identification of a molecular subclassification system for endometrial cancer (EC), research in immune checkpoint inhibitor therapies has been focusing on certain subgroups predictive for response, particularly microsatellite instability hypermutated/DNA mismatch repair-deficient subtype. Dostarlimab, a PD-1 inhibitor, has demonstrated preliminary evidence of clinical activity and acceptable safety profile in patients with across recurrent EC, particularly microsatellite instability-hypermutated/DNA mismatch repair-deficient EC. This review outlines existing data for the efficacy and safety of dostarlimab in recurrent or advanced-stage EC.
Collapse
Affiliation(s)
- Lawrence Kasherman
- Division of Medical Oncology & Hematology, Bras Family Drug Development Program, Princess Margaret Cancer Centre, 610 University Avenue, Toronto, ON M5G 2M9, Canada
| | - Soha Ahrari
- Department of Pharmacy, Princess Margaret Cancer Centre, 610 University Avenue, Toronto, ON M5G 2M9, Canada
| | - Stephanie Lheureux
- Division of Medical Oncology & Hematology, Bras Family Drug Development Program, Princess Margaret Cancer Centre, 610 University Avenue, Toronto, ON M5G 2M9, Canada
| |
Collapse
|
43
|
Green AK, Feinberg J, Makker V. A Review of Immune Checkpoint Blockade Therapy in Endometrial Cancer. Am Soc Clin Oncol Educ Book 2020; 40:1-7. [PMID: 32213091 DOI: 10.1200/edbk_280503] [Citation(s) in RCA: 57] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Approximately 30% of primary endometrial cancers are microsatellite instability high/hypermutated (MSI-H), and 13% to 30% of recurrent endometrial cancers are MSI-H or mismatch repair deficient (dMMR). Given the presence of immune dysregulation in endometrial cancer as described, immune checkpoint blockade (ICB) has been explored as a therapeutic mechanism, both as monotherapy and in combination with cytotoxic chemotherapy, other immunotherapy, or targeted agents. In MSI-H or dMMR advanced endometrial cancers, PD-1 inhibitors dostarlimab and pembrolizumab have shown response rates of 49% and 57%, respectively, whereas PD-L1 inhibitors avelumab and durvalumab have shown response rates of 27% and 43%, respectively. In microsatellite stable (MSS) or PD-L1-positive advanced endometrial cancers, modest activity of PD-1 inhibitors nivolumab and dostarlimab and PD-L1 inhibitors atezolizumab, avelumab, and durvalumab has been seen, with response rates ranging from 3% to 23%. Based on substantial activity in a phase Ib/II study, the U.S. Food and Drug Administration (FDA) granted lenvatinib and pembrolizumab combination therapy accelerated approval in 2019 for the treatment of advanced endometrial cancer that is not MSI-H or dMMR and has progressed following prior therapy. Although these developments have been highly impactful, a more robust understanding of the molecular and immunologic drivers of response and resistance will be critical to optimally design next-generation studies in endometrial cancer.
Collapse
Affiliation(s)
- Angela K Green
- Gynecologic Medical Oncology Service, Memorial Sloan Kettering Cancer Center and Weill Cornell Medical College, New York, NY
| | - Jacqueline Feinberg
- Gynecology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Vicky Makker
- Gynecologic Medical Oncology Service, Memorial Sloan Kettering Cancer Center and Weill Cornell Medical College, New York, NY
| |
Collapse
|
44
|
Ali S, Majid S, Ali MN, Taing S, Rehman MU, Arafah A. Cytokine imbalance at materno-embryonic interface as a potential immune mechanism for recurrent pregnancy loss. Int Immunopharmacol 2020; 90:107118. [PMID: 33191177 DOI: 10.1016/j.intimp.2020.107118] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Revised: 10/09/2020] [Accepted: 10/15/2020] [Indexed: 12/18/2022]
Abstract
Recurrent pregnancy loss (RPL) is a prominent reproductive disease that distresses about 2%-5% of couples. RPL is the loss of two or more successive spontaneous pregnancies prior to the 20th week of embryo development. The commencement of pregnancy necessitates implantation of the embryo into responsive maternal decidua synchronized with the process of placentation, decidual and myometrial trophoblast incursion as well as refashioning of spiral blood arteries of uterus. The collapse of any of the processes fundamental for pregnancy success may result into an array of pregnancy problems including spontaneous pregnancy loss. Endometrium of human female manufactures an extensive range of cytokines during the proliferative and secretory stage of the menstrual cycle. These endometrial cytokines are thought as major players for making the uterus ready for embryo implantation and placental development during pregnancy. Decidual cytokines regulate the invasion of trophoblast and remodeling of spiral arteries as well as take part in immune suppression to accomplish the pregnancy. Deterrence of maternal rejection of embryo needs a regulated milieu, which takes place essentially at the embryo-maternal interface and the tissues of the uterus. The reasons of RPL remain anonymous in a large number of cases that lead to difficulties in management and severe trauma in couples. Cytokine modulatory therapies have been shown promising for preventing RPL. Further study of novel factors is wanted to establish more effective RPL treatment protocols. The present study aims to review the outcome of cytokine breach at materno-embryonic interface and the efficacy of cytokine modulatory therapies in RPL.
Collapse
Affiliation(s)
- Shafat Ali
- Cytogenetics and Molecular Biology Laboratory, Centre of Research for Development, University of Kashmir-190006, Srinagar, J&K, India; Department of Biochemistry, Government Medical College, Srinagar, J&K, India.
| | - Sabhiya Majid
- Department of Biochemistry, Government Medical College, Srinagar, J&K, India
| | - Md Niamat Ali
- Cytogenetics and Molecular Biology Laboratory, Centre of Research for Development, University of Kashmir-190006, Srinagar, J&K, India.
| | - Shahnaz Taing
- Department of Obstetrics and Gynaecology, Govt. Medical College Associated Lalla Ded Hospital, Srinagar, J&K, India
| | - Muneeb U Rehman
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia
| | - Azher Arafah
- Department of Clinical Pharmacy, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia
| |
Collapse
|
45
|
Zhan L, Liu X, Zhang J, Cao Y, Wei B. Immune disorder in endometrial cancer: Immunosuppressive microenvironment, mechanisms of immune evasion and immunotherapy. Oncol Lett 2020; 20:2075-2090. [PMID: 32782525 PMCID: PMC7400772 DOI: 10.3892/ol.2020.11774] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Accepted: 05/20/2020] [Indexed: 12/14/2022] Open
Abstract
Immunotherapy is an emerging clinical approach that has gained traction over the past decade as a novel treatment option for lung cancer and melanoma. Notably, researchers have made marked improvements in the treatment of endometrial cancer (EC), and potential immune responses have been identified in patients with EC, thereby offering the possibility of exploring immunotherapy for EC. Nevertheless, various needs remain unmet, and immunotherapy applications in EC have yielded limited success, as only a minority of patients exhibited a clinical response. Therefore, further understanding of immune dysfunction associated with EC is still required. The present review describes recent findings regarding the immunosuppressive microenvironment of EC, with emphasis on immune evasion mechanisms and immunotherapy in EC.
Collapse
Affiliation(s)
- Lei Zhan
- Department of Obstetrics and Gynecology, Reproductive Medicine Center, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230022, P.R. China.,Department of Gynecology and Obstetrics, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230601, P.R. China
| | - Xiaojing Liu
- Department of Gynecology and Obstetrics, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230601, P.R. China
| | - Jing Zhang
- Department of Gynecology and Obstetrics, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230601, P.R. China
| | - Yunxia Cao
- Department of Obstetrics and Gynecology, Reproductive Medicine Center, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230022, P.R. China
| | - Bing Wei
- Department of Gynecology and Obstetrics, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230601, P.R. China
| |
Collapse
|
46
|
Musacchio L, Boccia SM, Caruso G, Santangelo G, Fischetti M, Tomao F, Perniola G, Palaia I, Muzii L, Pignata S, Benedetti Panici P, Di Donato V. Immune Checkpoint Inhibitors: A Promising Choice for Endometrial Cancer Patients? J Clin Med 2020; 9:jcm9061721. [PMID: 32503218 PMCID: PMC7356971 DOI: 10.3390/jcm9061721] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Revised: 05/25/2020] [Accepted: 05/29/2020] [Indexed: 01/05/2023] Open
Abstract
Although around 80% of endometrial cancers are diagnosed at early stages and present with a 5-year survival rate exceeding 95%, patients with advanced and recurrent disease show a poor prognosis and low response rates to standard chemotherapy. In the era of targeted therapy, the great advances in the understanding of programmed death-ligand 1 (PD-L1) upregulation in cancer cells, which is responsible for tumor immune escape, have contributed to the increasing interest in immune checkpoint inhibitors as a promising strategy for the treatment of several refractory solid malignancies, including endometrial cancer. Several clinical trials have investigated the efficacy and safety of immune checkpoint inhibitors in endometrial cancer, which already led to the approval of the anti-programmed cell death protein 1 (anti-PD-1) antibody pembrolizumab as a satisfactory alternative for selected patients with unresectable or metastatic disease. As the future of cancer treatment will probably rely on combination therapy strategies, currently, innovative ongoing trials are exploring the potential role of immune checkpoint inhibitors associated with chemotherapy, radiotherapy, and other targeted therapies. Moreover, further research is warranted to discover new specific biomarkers that can accurately predict the response to immunotherapy.
Collapse
Affiliation(s)
- Lucia Musacchio
- Department of Maternal and Child Health and Urological Sciences, University of Rome “Sapienza”, Policlinico “Umberto I”, 00161 Rome, Italy; (L.M.); (S.M.B.); (G.S.); (M.F.); (F.T.); (G.P.); (I.P.); (L.M.); (P.B.P.); (V.D.D.)
| | - Serena Maria Boccia
- Department of Maternal and Child Health and Urological Sciences, University of Rome “Sapienza”, Policlinico “Umberto I”, 00161 Rome, Italy; (L.M.); (S.M.B.); (G.S.); (M.F.); (F.T.); (G.P.); (I.P.); (L.M.); (P.B.P.); (V.D.D.)
| | - Giuseppe Caruso
- Department of Maternal and Child Health and Urological Sciences, University of Rome “Sapienza”, Policlinico “Umberto I”, 00161 Rome, Italy; (L.M.); (S.M.B.); (G.S.); (M.F.); (F.T.); (G.P.); (I.P.); (L.M.); (P.B.P.); (V.D.D.)
- Correspondence: ; Tel.: +39-0649972535
| | - Giusi Santangelo
- Department of Maternal and Child Health and Urological Sciences, University of Rome “Sapienza”, Policlinico “Umberto I”, 00161 Rome, Italy; (L.M.); (S.M.B.); (G.S.); (M.F.); (F.T.); (G.P.); (I.P.); (L.M.); (P.B.P.); (V.D.D.)
| | - Margherita Fischetti
- Department of Maternal and Child Health and Urological Sciences, University of Rome “Sapienza”, Policlinico “Umberto I”, 00161 Rome, Italy; (L.M.); (S.M.B.); (G.S.); (M.F.); (F.T.); (G.P.); (I.P.); (L.M.); (P.B.P.); (V.D.D.)
| | - Federica Tomao
- Department of Maternal and Child Health and Urological Sciences, University of Rome “Sapienza”, Policlinico “Umberto I”, 00161 Rome, Italy; (L.M.); (S.M.B.); (G.S.); (M.F.); (F.T.); (G.P.); (I.P.); (L.M.); (P.B.P.); (V.D.D.)
| | - Giorgia Perniola
- Department of Maternal and Child Health and Urological Sciences, University of Rome “Sapienza”, Policlinico “Umberto I”, 00161 Rome, Italy; (L.M.); (S.M.B.); (G.S.); (M.F.); (F.T.); (G.P.); (I.P.); (L.M.); (P.B.P.); (V.D.D.)
| | - Innocenza Palaia
- Department of Maternal and Child Health and Urological Sciences, University of Rome “Sapienza”, Policlinico “Umberto I”, 00161 Rome, Italy; (L.M.); (S.M.B.); (G.S.); (M.F.); (F.T.); (G.P.); (I.P.); (L.M.); (P.B.P.); (V.D.D.)
| | - Ludovico Muzii
- Department of Maternal and Child Health and Urological Sciences, University of Rome “Sapienza”, Policlinico “Umberto I”, 00161 Rome, Italy; (L.M.); (S.M.B.); (G.S.); (M.F.); (F.T.); (G.P.); (I.P.); (L.M.); (P.B.P.); (V.D.D.)
| | - Sandro Pignata
- Department of Urology and Gynecology, Istituto Nazionale Tumori IRCCS “Fondazione G. Pascale”, 80131 Naples, Italy;
| | - Pierluigi Benedetti Panici
- Department of Maternal and Child Health and Urological Sciences, University of Rome “Sapienza”, Policlinico “Umberto I”, 00161 Rome, Italy; (L.M.); (S.M.B.); (G.S.); (M.F.); (F.T.); (G.P.); (I.P.); (L.M.); (P.B.P.); (V.D.D.)
| | - Violante Di Donato
- Department of Maternal and Child Health and Urological Sciences, University of Rome “Sapienza”, Policlinico “Umberto I”, 00161 Rome, Italy; (L.M.); (S.M.B.); (G.S.); (M.F.); (F.T.); (G.P.); (I.P.); (L.M.); (P.B.P.); (V.D.D.)
| |
Collapse
|
47
|
Byrne FL, Martin AR, Kosasih M, Caruana BT, Farrell R. The Role of Hyperglycemia in Endometrial Cancer Pathogenesis. Cancers (Basel) 2020; 12:cancers12051191. [PMID: 32397158 PMCID: PMC7281579 DOI: 10.3390/cancers12051191] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Revised: 05/04/2020] [Accepted: 05/05/2020] [Indexed: 12/29/2022] Open
Abstract
Endometrial cancer is one of the most common cancers in women worldwide and its incidence is increasing. Epidemiological evidence shows a strong association between endometrial cancer and obesity, and multiple mechanisms linking obesity and cancer progression have been described. However, it remains unclear which factors are the main drivers of endometrial cancer development. Hyperglycemia and type 2 diabetes mellitus are common co-morbidities of obesity, and there is evidence that hyperglycemia is a risk factor for endometrial cancer independent of obesity. This review aims to explore the association between hyperglycemia and endometrial cancer, and discuss the evidence supporting a role for increased glucose metabolism in endometrial cancer and how this phenotype may contribute to endometrial cancer growth and progression. Finally, the potential role of blood glucose lowering strategies, including drugs and bariatric surgery, for the treatment of this malignancy will be discussed.
Collapse
Affiliation(s)
- Frances L. Byrne
- School of Biotechnology & Biomolecular Sciences, Faculty of Science, University of New South Wales, Sydney 2052, Australia;
- Correspondence:
| | - Amy R. Martin
- School of Women’s and Children’s Health, Faculty of Medicine, University of New South Wales, Sydney 2052, Australia; (A.R.M.); (M.K.)
| | - Melidya Kosasih
- School of Women’s and Children’s Health, Faculty of Medicine, University of New South Wales, Sydney 2052, Australia; (A.R.M.); (M.K.)
| | - Beth T. Caruana
- School of Biotechnology & Biomolecular Sciences, Faculty of Science, University of New South Wales, Sydney 2052, Australia;
| | - Rhonda Farrell
- Prince of Wales Private Hospital, Randwick, NSW 2034, Australia;
- Chris O’Brien Lifehouse, Camperdown, Sydney 2050, Australia
| |
Collapse
|
48
|
Bruno V, Corrado G, Baci D, Chiofalo B, Carosi MA, Ronchetti L, Piccione E, Albini A, Noonan DM, Piaggio G, Vizza E. Endometrial Cancer Immune Escape Mechanisms: Let Us Learn From the Fetal-Maternal Interface. Front Oncol 2020; 10:156. [PMID: 32226771 PMCID: PMC7080858 DOI: 10.3389/fonc.2020.00156] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2019] [Accepted: 01/29/2020] [Indexed: 12/14/2022] Open
Abstract
The immune escape mechanisms at the base of tumor progression in endometrial cancer mimic immune tolerance mechanisms occurring at the maternal-fetal interface. The biological and immunological processes behind the maternal-fetal interface are finely tuned in time and space during embryo implantation and subsequent pregnancy stages; conversely, those behind cancer progression are often aberrant. The environment composition at the maternal-fetal interface parallels the pro-tumor microenvironment identified in many cancers, pointing to the possibility for the use of the maternal-fetal interface as a model to depict immune therapeutic targets in cancer. The framework of cancer environment signatures involved in immune adaptations, precisely timed in cancer progression, could reveal a specific "immune clock" in endometrial cancer, which might guide clinicians in patient risk class assessment, diagnostic workup, management, surgical and therapeutic approach, and surveillance strategies. Here, we review studies approaching this hypothesis, focusing on what is known so far about oncofetal similarities in immunity with the idea to individualize personalized immunotherapy targets, through the downregulation of the immune escape stage or the reactivation of the pro-inflammatory processes suppressed by the tumor.
Collapse
Affiliation(s)
- Valentina Bruno
- Gynecologic Oncology Unit, Department of Experimental Clinical Oncology, IRCCS-Regina Elena National Cancer Institute, Rome, Italy
| | - Giacomo Corrado
- Gynecologic Oncology Unit, Department of Women and Children Health, Fondazione Policlinico Universitario A. Gemelli, IRCCS-Università Cattolica del Sacro Cuore, Rome, Italy
| | - Denisa Baci
- Department of Biotechnology and Life Sciences, University of Insubria, Varese, Italy
| | - Benito Chiofalo
- Gynecologic Oncology Unit, Department of Experimental Clinical Oncology, IRCCS-Regina Elena National Cancer Institute, Rome, Italy
| | - Maria Antonia Carosi
- Anatomy Pathology Unit, Department of Research, Diagnosis and Innovative Technologies, IRCCS-Regina Elena National Cancer Institute, Rome, Italy
| | - Livia Ronchetti
- Anatomy Pathology Unit, Department of Research, Diagnosis and Innovative Technologies, IRCCS-Regina Elena National Cancer Institute, Rome, Italy
| | - Emilio Piccione
- Section of Gynecology, Academic Department of Surgical Sciences, Tor Vergata University Hospital, University of Rome "Tor Vergata", Rome, Italy
| | - Adriana Albini
- School of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy.,Vascular Biology and Angiogenesis Laboratory, Science and Technology Pole (PST), IRCCS MultiMedica, Milan, Italy
| | - Douglas M Noonan
- Department of Biotechnology and Life Sciences, University of Insubria, Varese, Italy.,Vascular Biology and Angiogenesis Laboratory, Science and Technology Pole (PST), IRCCS MultiMedica, Milan, Italy
| | - Giulia Piaggio
- Department of Research, Diagnosis and Innovative Technologies, UOSD SAFU, IRCCS-Regina Elena National Cancer Institute, Rome, Italy
| | - Enrico Vizza
- Gynecologic Oncology Unit, Department of Experimental Clinical Oncology, IRCCS-Regina Elena National Cancer Institute, Rome, Italy
| |
Collapse
|
49
|
Casas-Arozamena C, Abal M. Endometrial Tumour Microenvironment. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2020; 1296:215-225. [PMID: 34185295 DOI: 10.1007/978-3-030-59038-3_13] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Endometrial cancer (EC) is the most common gynaecological tumour in developed countries, and its incidence is increasing in part due to the prevalence of obesity and its related hormone dysregulation. As described in this chapter, the tumour microenvironment plays a principal role in unopposed oestrogen stimulation promoting tumour cell proliferation. Factors and cytokines secreted by the different cell types defining the reactive tumour stroma also determine the invasive abilities of the tumour cells. Cancer-associated fibroblasts and tumour-associated macrophages actively participate through SDF-1, TGF-b or HGF to promote epithelial-to-mesenchymal transition or to generate an appropriate tumour niche. Likewise, endothelial cells facilitate lymph node and vascular infiltration through VEGF. Finally, the possibility to balance the immunosuppressive phenotypes in advanced endometrial cancer through the tumour microenvironment will probably represent a main therapeutic strategy in the near future.
Collapse
Affiliation(s)
- Carlos Casas-Arozamena
- Translational Medical Oncology Group (Oncomet), Health Research Institute of Santiago de Compostela (IDIS), University Hospital of Santiago de Compostela (SERGAS), Santiago de Compostela, Spain
| | - Miguel Abal
- Translational Medical Oncology Group (Oncomet), Health Research Institute of Santiago de Compostela (IDIS), University Hospital of Santiago de Compostela (SERGAS), Santiago de Compostela, Spain. .,Centro de Investigacion Biomedica en Red de Cancer (CIBERONC), Madrid, Spain.
| |
Collapse
|
50
|
Burgess B, Levine B, Taylor RN, Kelly MG. Preoperative Circulating Lymphocyte and Monocyte Counts Correlate with Patient Outcomes in Type I and Type II Endometrial Cancer. Reprod Sci 2020; 27:194-203. [PMID: 32046381 PMCID: PMC11758426 DOI: 10.1007/s43032-019-00009-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2018] [Accepted: 03/25/2019] [Indexed: 12/23/2022]
Abstract
Tumor-associated macrophages and tumor-infiltrating lymphocytes are associated with survival in solid malignancies. Given the physiological link to peripheral immune cell counts, we evaluated if peripheral immune cell counts were predictors of outcomes in endometrial cancer. A retrospective study was completed for endometrial cancer cases between 2000 and 2010. Kaplan-Meier, bivariate, and multivariable Cox proportion hazard analyses were performed examining the relations between survival and peripheral immune cell counts. Three hundred ten patients were identified. In bivariate analyses, high monocyte counts (> 0.7 × 109 cells/L) trended with decreased progression free survival (PFS) (p = 0.10) and poorer overall survival (OS) (p = 0.16). By contrast, high lymphocyte level (> 1.5 × 109 cells/L) was associated with improved PFS (p = 0.008) and OS (p = 0.006). These findings were consistent for type I and type II endometrial cancers. In a multivariable Cox model, high monocyte level was associated with a greater risk of disease recurrence (hazard ratio (HR) = 1.63, p < 0.035). Other significant predictors of recurrence were age, non-endometrioid histology, and the presence of lymph vascular space invasion (LVSI). In a multivariable Cox model, high lymphocyte count trended with a lower risk of death (HR = 0.66, p = 0.07). Age, surgical stage, non-endometrioid histology, and LVSI were also associated with death in this model. In this sample of endometrial cancer patients, we found that high preoperative lymphocyte counts were associated with improved overall improved survival. High monocyte counts were associated with poorer disease-free survival outcomes. Further studies that focused on understanding tumor-antagonizing and pro-tumoral effects of lymphocytes and monocytes, respectively, in endometrial cancer are recommended.
Collapse
Affiliation(s)
- Brian Burgess
- Department of Obstetrics and Gynecology, University of Kentucky College of Medicine, Lexington, KY, 40536, USA
| | - Beverly Levine
- Department of Social Sciences and Health Policy, Wake Forest University Comprehensive Cancer Center, Winston-Salem, NC, 27157, USA
| | - Robert N Taylor
- Department of Obstetrics and Gynecology, University of Utah School of Medicine, Salt Lake City, UT, 84132, USA
| | - Michael G Kelly
- Department of Obstetrics and Gynecology, Wake Forest University School of Medicine, Winston-Salem, NC, 27157, USA.
| |
Collapse
|