1
|
Zhang D, Heng Y, Jin QY, Tang D, Zhu XK, Lu LM, Wu CP, Tao L. Prognostic significance of cytotoxic-T-lymphocytes to immunosuppressive lymphocytes ratio (CIL) in laryngeal squamous cell carcinoma. Cancer Immunol Immunother 2025; 74:157. [PMID: 40126590 PMCID: PMC11933541 DOI: 10.1007/s00262-025-04008-0] [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: 11/06/2024] [Accepted: 03/03/2025] [Indexed: 03/25/2025]
Abstract
Immunoscore (IS), based on CD3/CD8, has been proposed to characterize the immune landscape of the tumor immune microenvironment and has demonstrated an association with the prognosis of laryngeal squamous cell carcinoma (LSCC). However, traditional IS does not include immunosuppressive cells. The purpose of this study is to evaluate the prognostic performance of cytotoxic-T-lymphocytes to immunosuppressive cells ratio (CIL) in laryngeal squamous cell carcinoma (LSCC) patients. Two cohorts were included in this study: The training cohort (N = 75) consisted of tumor tissue microarrays from LSCC patients in our department, and the validation cohort (N = 116) utilized bulk RNA-seq data from the TCGA database. Patients with high IS or CIL showed significantly prolonged overall survival and disease-free survival in both cohorts. Upon analyzing the relative contribution of each parameter, it was found that CIL exhibited the highest significance among the factors examined. It emerged as the strongest predictor of overall survival, emphasizing its crucial influence in determining the outcomes. The prognostic ability of IS-TCGA was similar to the original IS. Additionally, high CILM2-TCGA was associated with prolonged survival of patients with LSCC in the TCGA dataset. CIL, which is easier to construct than IS, proves to be reliable in predicting survival outcomes for patients with LSCC.
Collapse
Affiliation(s)
- Duo Zhang
- Department of Eye & ENT Hospital, Shanghai Key Clinical Disciplines of Otorhinolaryngology, Fudan University, 83 Fenyang Road, Shanghai, 200031, People's Republic of China
| | - Yu Heng
- Department of Eye & ENT Hospital, Shanghai Key Clinical Disciplines of Otorhinolaryngology, Fudan University, 83 Fenyang Road, Shanghai, 200031, People's Republic of China
| | - Qiu-Yan Jin
- Department of Eye & ENT Hospital, Shanghai Key Clinical Disciplines of Otorhinolaryngology, Fudan University, 83 Fenyang Road, Shanghai, 200031, People's Republic of China
| | - Di Tang
- Department of Eye & ENT Hospital, Shanghai Key Clinical Disciplines of Otorhinolaryngology, Fudan University, 83 Fenyang Road, Shanghai, 200031, People's Republic of China
| | - Xiao-Ke Zhu
- Department of Eye & ENT Hospital, Shanghai Key Clinical Disciplines of Otorhinolaryngology, Fudan University, 83 Fenyang Road, Shanghai, 200031, People's Republic of China
| | - Li-Ming Lu
- Shanghai Institute of Immunology, Shanghai Jiao Tong University School of Medicine, 280 South Chongqing Road, Shanghai, 200025, People's Republic of China.
| | - Chun-Ping Wu
- Department of Eye & ENT Hospital, Shanghai Key Clinical Disciplines of Otorhinolaryngology, Fudan University, 83 Fenyang Road, Shanghai, 200031, People's Republic of China.
| | - Lei Tao
- Department of Eye & ENT Hospital, Shanghai Key Clinical Disciplines of Otorhinolaryngology, Fudan University, 83 Fenyang Road, Shanghai, 200031, People's Republic of China.
| |
Collapse
|
2
|
De Carlo C, Rosman-Nathanson R, Durante B, Akpinar R, Soldani C, Franceschini B, Lasagni S, Viganò L, Procopio F, Costa G, Torzilli G, Lleo A, Terracciano LM, Villa E, Rimassa L, Di Tommaso L. The tumor microenvironment of VETC+ hepatocellular carcinoma is enriched of immunosuppressive TAMs spatially close to endothelial cells. Dig Liver Dis 2025; 57:62-67. [PMID: 38945759 DOI: 10.1016/j.dld.2024.06.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Revised: 05/29/2024] [Accepted: 06/14/2024] [Indexed: 07/02/2024]
Abstract
BACKGROUND AND AIM VETC (vessel that encapsulate tumor cluster) is a peculiar vascular phenotype observed in hepatocellular carcinoma (HCC), associated with distant metastases and poor outcome. VETC has been linked to the Tie2/Ang2 axis and is characterized by lymphocytes poor (cold) tumor microenvironment (TME). In this setting the role of Tumor Associated Macrophages (TAMs) has never been explored. Aim of the study is to investigate the presence and features of TAMs in VETC+ HCC and the possible interplay between TAMs and endothelial cells (ECs). METHODS The series under study included 42 HCC. Once separated according to the VETC phenotype (21 VETC+; 21 VETC-) we stained consecutive slides with immunohistochemistry for CD68, CD163 and Tie2. Slides were then scanned and QuPath used to quantify morphological features. RESULTS VETC+ cases were significantly (p < 0.001) enriched with large, lipid rich CD163+ TAMs (M2 oriented) that were spatially close to ECs; HCC cells significantly (p: 0.002) overexpressed Tie2 with a polarization toward ECs. CONCLUSIONS The pro-metastatic attitude of VETC is sustained by a strict morphological relationship between immunosuppressive M2-TAMs, ECs and Tie2-expressing HCC cells.
Collapse
Affiliation(s)
- Camilla De Carlo
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy; Department of Pathology, IRCCS Humanitas Research Hospital, Rozzano, Italy
| | | | - Barbara Durante
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy; Department of Pathology, IRCCS Humanitas Research Hospital, Rozzano, Italy
| | - Reha Akpinar
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy
| | - Cristiana Soldani
- Laboratory of Hepatobiliary Immunopathology, IRCCS Humanitas Research Hospital, Rozzano, Italy
| | - Barbara Franceschini
- Laboratory of Hepatobiliary Immunopathology, IRCCS Humanitas Research Hospital, Rozzano, Italy
| | - Simone Lasagni
- Chimomo Department, Gastroenterology Unit, University of Modena and Reggio Emilia, Modena, Italy
| | - Luca Viganò
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy; Hepatobiliary Unit, Department of Minimally Invasive General & Oncologic Surgery, Humanitas Gavazzeni University Hospital, Bergamo, Italy
| | - Fabio Procopio
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy; Division of Hepatobiliary and General Surgery, Department of Surgery, IRCCS Humanitas Research Hospital, Rozzano, Italy
| | - Guido Costa
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy; Division of Hepatobiliary and General Surgery, Department of Surgery, IRCCS Humanitas Research Hospital, Rozzano, Italy
| | - Guido Torzilli
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy; Division of Hepatobiliary and General Surgery, Department of Surgery, IRCCS Humanitas Research Hospital, Rozzano, Italy
| | - Ana Lleo
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy; Division of Internal Medicine and Hepatology, Department of Gastroenterology, IRCCS Humanitas Research Hospital, Rozzano, Italy
| | - Luigi Maria Terracciano
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy; Department of Pathology, IRCCS Humanitas Research Hospital, Rozzano, Italy
| | - Erica Villa
- Chimomo Department, Gastroenterology Unit, University of Modena and Reggio Emilia, Modena, Italy; UC Gastroenterologia, Dipartimento di Specialità Mediche, Azienda Ospedaliera Universitaria di Modena, Modena, Italy
| | - Lorenza Rimassa
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy; Medical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Rozzano, Italy
| | - Luca Di Tommaso
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy; Department of Pathology, IRCCS Humanitas Research Hospital, Rozzano, Italy.
| |
Collapse
|
3
|
Hill AD, Okonechnikov K, Herr MK, Thomas C, Thongjuea S, Hasselblatt M, Patrizi A. Single-nucleus RNA-seq dissection of choroid plexus tumor cell heterogeneity. EMBO J 2024; 43:6766-6791. [PMID: 39482394 PMCID: PMC11649822 DOI: 10.1038/s44318-024-00283-2] [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: 10/07/2023] [Revised: 10/08/2024] [Accepted: 10/15/2024] [Indexed: 11/03/2024] Open
Abstract
The genomic, genetic and cellular events regulating the onset, growth and survival of rare, choroid plexus neoplasms remain poorly understood. Here, we examine the heterogeneity of human choroid plexus tumors by single-nucleus transcriptome analysis of 23,906 cells from four disease-free choroid plexus and eleven choroid plexus tumors. The resulting expression atlas profiles cellular and transcriptional diversity, copy number alterations, and cell-cell interaction networks in normal and cancerous choroid plexus. In choroid plexus tumor epithelial cells, we observe transcriptional changes that correlate with genome-wide methylation profiles. We further characterize tumor type-specific stromal microenvironments that include altered macrophage and mesenchymal cell states, as well as changes in extracellular matrix components. This first single-cell dataset resource from such scarce samples should be valuable for divising therapies against these little-studied neoplasms.
Collapse
Affiliation(s)
- Anthony D Hill
- Schaller Research Group, German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany.
| | - Konstantin Okonechnikov
- Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120, Heidelberg, Germany
| | - Marla K Herr
- Schaller Research Group, German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany
- Division of Molecular Neurobiology, Department of Medical Biochemistry and Biophysics, Karolinska Institute, 17177, Stockholm, Sweden
| | - Christian Thomas
- Institute of Neuropathology, University Hospital Münster, 48149, Münster, Germany
| | - Supat Thongjuea
- Division of Pediatric Neurooncology, German Cancer Research Center (DKFZ) and German Cancer Consortium (DKTK), 69120, Heidelberg, Germany
| | - Martin Hasselblatt
- Institute of Neuropathology, University Hospital Münster, 48149, Münster, Germany
| | - Annarita Patrizi
- Schaller Research Group, German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany.
| |
Collapse
|
4
|
Li S, Hao L, Hu X. Biological Roles and Clinical Therapeutic Applications of Tumor-Associated Macrophages in Colorectal Liver Metastasis. J Inflamm Res 2024; 17:8429-8443. [PMID: 39529996 PMCID: PMC11552512 DOI: 10.2147/jir.s493656] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2024] [Accepted: 10/28/2024] [Indexed: 11/16/2024] Open
Abstract
Colorectal cancer (CRC) commonly metastasizes to the liver, and this poses a significant clinical challenge. Tumor-associated macrophages (TAMs), key players within the TME, play a significant role in promoting CRC metastasis by secreting various chemokines, growth factors, and cytokines. This review not only aims to enhance our knowledge of TAMs' functions in CRC progression and metastasis but also examines innovative therapeutic strategies to address the clinical problem of colorectal liver metastasis (CLM). By targeting TAMs, we may be able to develop more effective treatments and offer hope to patients suffering from this devastating disease.
Collapse
Affiliation(s)
- Shenghao Li
- School of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan Province, People’s Republic of China
- Department of Infectious Diseases, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan Province, People’s Republic of China
| | - Liyuan Hao
- School of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan Province, People’s Republic of China
- Department of Infectious Diseases, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan Province, People’s Republic of China
| | - Xiaoyu Hu
- Department of Infectious Diseases, Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan Province, People’s Republic of China
| |
Collapse
|
5
|
Soldani C, De Simone G, Polidoro MA, Morabito A, Franceschini B, Colombo FS, Anselmo A, Milana F, Lleo A, Torzilli G, Pastorelli R, Donadon M, Brunelli L. Riboflavin-LSD1 axis participates in the in vivo tumor-associated macrophage morphology in human colorectal liver metastases. Cancer Immunol Immunother 2024; 73:63. [PMID: 38430255 PMCID: PMC10908638 DOI: 10.1007/s00262-024-03645-1] [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: 10/21/2023] [Accepted: 01/29/2024] [Indexed: 03/03/2024]
Abstract
Tumor-associated macrophages (TAMs) are key components of the tumor microenvironment (TME). In colorectal liver metastasis (CLM), TAM morphology correlates with prognosis, with smaller TAMs (S-TAMs) conferring a more favorable prognosis than larger TAMs (L-TAMs). However, the metabolic profile of in vivo human TAM populations remains unknown. Multiparametric flow cytometry was used to freshly isolate S- and L-TAMs from surgically resected CLM patients (n = 14S-, 14L-TAMs). Mass spectrometry-based metabolomics analyses were implemented for the metabolic characterization of TAM populations. Gene expression analysis and protein activity were used to support the biochemical effects of the enzyme-substrate link between riboflavin and (lysine-specific demethylase 1A, LSD1) with TAM morphologies. L-TAMs were characterized by a positive correlation and a strong association between riboflavin and TAM morphologies. Riboflavin in both L-TAMs and in-vitro M2 polarized macrophages modulates LSD1 protein expression and activity. The inflammatory stimuli promoted by TNFα induced the increased expression of riboflavin transporter SLC52A3 and LSD1 in M2 macrophages. The modulation of the riboflavin-LSD1 axis represents a potential target for reprogramming TAM subtypes, paving the way for promising anti-tumor therapeutic strategies.
Collapse
Affiliation(s)
- Cristiana Soldani
- Laboratory of Hepatobiliary Immunopathology, IRCCS Humanitas Research Hospital, Via Alessandro Manzoni 56, 20089, Rozzano, Milan, Italy
| | - Giulia De Simone
- Laboratory of Metabolites and Proteins in Translational Research, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Via Mario Negri 2, 20156, Milan, Italy
- Department of Biotechnologies and Biosciences, Università degli Studi Milano Bicocca, Milan, Italy
| | - Michela Anna Polidoro
- Laboratory of Hepatobiliary Immunopathology, IRCCS Humanitas Research Hospital, Via Alessandro Manzoni 56, 20089, Rozzano, Milan, Italy
| | - Aurelia Morabito
- Laboratory of Metabolites and Proteins in Translational Research, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Via Mario Negri 2, 20156, Milan, Italy
- Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy
| | - Barbara Franceschini
- Laboratory of Hepatobiliary Immunopathology, IRCCS Humanitas Research Hospital, Via Alessandro Manzoni 56, 20089, Rozzano, Milan, Italy
| | - Federico Simone Colombo
- Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Struttura Complessa di Patologia Clinica, Laboratorio di Citometria, Milano, Italy
| | - Achille Anselmo
- Flow Cytometry Resource, Advanced Cytometry Technical Application Laboratory, IRCCS Ospedale San Raffaele, Milano, Italy
| | - Flavio Milana
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele - Milan, Italy
- Division of Hepatobiliary and General Surgery, Department of Surgery, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089, Rozzano, Milan, Italy
| | - Ana Lleo
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele - Milan, Italy
- Division of Internal Medicine and Hepatology, Department of Gastroenterology, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | - Guido Torzilli
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele - Milan, Italy
- Division of Hepatobiliary and General Surgery, Department of Surgery, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089, Rozzano, Milan, Italy
| | - Roberta Pastorelli
- Laboratory of Metabolites and Proteins in Translational Research, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Via Mario Negri 2, 20156, Milan, Italy
| | - Matteo Donadon
- Laboratory of Hepatobiliary Immunopathology, IRCCS Humanitas Research Hospital, Via Alessandro Manzoni 56, 20089, Rozzano, Milan, Italy.
- Division of Hepatobiliary and General Surgery, Department of Surgery, IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089, Rozzano, Milan, Italy.
- Department of Health Sciences, Università del Piemonte Orientale, Novara, Italy.
- Department of General Surgery, University Maggiore Hospital, Novara, Italy.
| | - Laura Brunelli
- Laboratory of Metabolites and Proteins in Translational Research, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Via Mario Negri 2, 20156, Milan, Italy.
| |
Collapse
|
6
|
Chen Y, Wang C, Xu Q. A commentary on 'Macrophage morphology and distribution are strong predictors of prognosis in resected colorectal liver metastases: results from an external retrospective observational study'. Int J Surg 2023; 109:2525-2526. [PMID: 37222687 PMCID: PMC10442133 DOI: 10.1097/js9.0000000000000466] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Accepted: 04/30/2023] [Indexed: 05/25/2023]
Affiliation(s)
| | | | - Qiang Xu
- Department of General Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, People’s Republic of China
| |
Collapse
|