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Hong J, Jin HJ, Choi MR, Lim DWT, Park JE, Kim YS, Lim SB. Matrisomics: Beyond the extracellular matrix for unveiling tumor microenvironment. Biochim Biophys Acta Rev Cancer 2024; 1879:189178. [PMID: 39241895 DOI: 10.1016/j.bbcan.2024.189178] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Revised: 08/30/2024] [Accepted: 09/02/2024] [Indexed: 09/09/2024]
Abstract
The matrisome, a group of proteins constituting or interacting with the extracellular matrix (ECM), has garnered attention as a potent regulator of cancer progression. An increasing number of studies have focused on cancer matrisome utilizing diverse -omics approaches. Here, we present diverse patterns of matrisomal populations within cancer tissues, exploring recent -omics studies spanning different '-omics' levels (epigenomics, genomics, transcriptomics, and proteomics), as well as newly developed sequencing techniques such as single-cell RNA sequencing and spatial transcriptomics. Some matrisome genes showed uniform patterns of upregulated or downregulated expression across various cancers, while others displayed different expression patterns according to the cancer types. This matrisomal dysregulation in cancer was further examined according to their originating cell type and spatial location in the tumor tissue. Experimental studies were also collected to demonstrate the identified roles of matrisome genes during cancer progression. Interestingly, many studies on cancer matrisome have suggested matrisome genes as effective biomarkers in cancer research. Although the specific mechanisms and clinical applications of cancer matrisome have not yet been fully elucidated, recent techniques and analyses on cancer matrisomics have emphasized their biological importance in cancer progression and their clinical implications in deciding the efficacy of cancer treatment.
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Affiliation(s)
- Jiwon Hong
- Department of Biochemistry & Molecular Biology, Ajou University School of Medicine, Suwon 16499, Republic of Korea; Department of Biomedical Sciences, Graduate School of Ajou University, Suwon 16499, Republic of Korea
| | - Hyo Joon Jin
- Department of Biochemistry & Molecular Biology, Ajou University School of Medicine, Suwon 16499, Republic of Korea
| | - Mi Ran Choi
- Department of Biochemistry & Molecular Biology, Ajou University School of Medicine, Suwon 16499, Republic of Korea
| | - Darren Wan-Teck Lim
- Division of Medical Oncology, National Cancer Centre, Singapore 168583, Singapore
| | - Jong-Eun Park
- Graduate School of Medical Science and Engineering, Korea Advanced Institute of Science and Technology, 291 Daehak-Ro, Yuseong-Gu, Daejeon 34141, Republic of Korea
| | - You-Sun Kim
- Department of Biochemistry & Molecular Biology, Ajou University School of Medicine, Suwon 16499, Republic of Korea; Department of Biomedical Sciences, Graduate School of Ajou University, Suwon 16499, Republic of Korea
| | - Su Bin Lim
- Department of Biochemistry & Molecular Biology, Ajou University School of Medicine, Suwon 16499, Republic of Korea; Department of Biomedical Sciences, Graduate School of Ajou University, Suwon 16499, Republic of Korea.
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Yokokawa T, Nishiura K, Katahira M, Sato Y, Miura S, Sato A, Shimizu T, Misaka T, Sato T, Kaneshiro T, Oikawa M, Yoshihisa A, Sugimoto K, Fukushima K, Nakazato K, Takeishi Y. Collagen Triple Helix Repeat-Containing Protein 1 Is a Novel Biomarker of Right Ventricular Involvement in Pulmonary Hypertension. Can J Cardiol 2024; 40:2281-2288. [PMID: 38692430 DOI: 10.1016/j.cjca.2024.04.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Revised: 04/22/2024] [Accepted: 04/23/2024] [Indexed: 05/03/2024] Open
Abstract
BACKGROUND Pulmonary hypertension leads to right ventricular failure, which is a major determinant of prognosis. Circulating biomarkers for right ventricular function are poorly explored in pulmonary hypertension. This study aimed to clarify the significance of collagen triple helix repeat-containing protein 1 (CTHRC1) as a biomarker of right ventricular failure in pulmonary hypertension. METHODS A monocrotaline-induced pulmonary hypertension rat model was used to evaluate right ventricular CTHRC1 expression and its relationship with fibrosis. Next, human plasma CTHRC1 levels were measured in controls (n = 20), pulmonary arterial hypertension (n = 46), and patients with chronic thromboembolic pulmonary hypertension (CTEPH) (n = 64) before the first and after the final balloon pulmonary angioplasty. RESULTS CTHRC1 expression was higher in the right ventricles of rats with monocrotaline-induced pulmonary hypertension than in those of controls. CTHRC1 was colocalized with vimentin and associated with fibrosis in the right ventricles. Plasma CTHRC1 levels were higher in human patients with pulmonary arterial hypertension (P = 0.006) and CTEPH (P = 0.011) than in controls. Plasma CTHRC levels were correlated with B-type natriuretic peptide (R = 0.355, P < 0.001), tricuspid lateral annular peak systolic velocity (R = -0.213, P = 0.029), and right ventricular fractional area change (R = -0.225, P = 0.017). Finally, plasma CTHRC1 levels were decreased after the final balloon pulmonary angioplasty (P < 0.001) in CTEPH. CONCLUSIONS CTHRC1 can be a circulating biomarker associated with right ventricular function and fibrosis in pulmonary hypertension and might reflect the therapeutic efficacy of balloon pulmonary angioplasty in CTEPH.
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MESH Headings
- Animals
- Male
- Humans
- Rats
- Biomarkers/blood
- Hypertension, Pulmonary/metabolism
- Hypertension, Pulmonary/etiology
- Hypertension, Pulmonary/diagnosis
- Extracellular Matrix Proteins/blood
- Extracellular Matrix Proteins/metabolism
- Female
- Disease Models, Animal
- Ventricular Dysfunction, Right/physiopathology
- Ventricular Dysfunction, Right/diagnosis
- Ventricular Dysfunction, Right/etiology
- Ventricular Dysfunction, Right/metabolism
- Heart Ventricles/physiopathology
- Heart Ventricles/diagnostic imaging
- Middle Aged
- Pulmonary Embolism/diagnosis
- Pulmonary Embolism/complications
- Rats, Sprague-Dawley
- Angioplasty, Balloon/methods
- Ventricular Function, Right/physiology
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Affiliation(s)
- Tetsuro Yokokawa
- Department of Cardiovascular Medicine, Fukushima Medical University, Fukushima, Japan.
| | - Kazuto Nishiura
- Department of Cardiovascular Medicine, Fukushima Medical University, Fukushima, Japan
| | - Masataka Katahira
- Department of Cardiovascular Medicine, Fukushima Medical University, Fukushima, Japan
| | - Yu Sato
- Department of Cardiovascular Medicine, Fukushima Medical University, Fukushima, Japan
| | - Shunsuke Miura
- Department of Cardiovascular Medicine, Fukushima Medical University, Fukushima, Japan
| | - Akihiko Sato
- Department of Cardiovascular Medicine, Fukushima Medical University, Fukushima, Japan
| | - Takeshi Shimizu
- Department of Cardiovascular Medicine, Fukushima Medical University, Fukushima, Japan
| | - Tomofumi Misaka
- Department of Cardiovascular Medicine, Fukushima Medical University, Fukushima, Japan; Department of Community Cardiovascular Medicine, Fukushima Medical University, Fukushima, Japan
| | - Takamasa Sato
- Department of Cardiovascular Medicine, Fukushima Medical University, Fukushima, Japan
| | - Takashi Kaneshiro
- Department of Cardiovascular Medicine, Fukushima Medical University, Fukushima, Japan
| | - Masayoshi Oikawa
- Department of Cardiovascular Medicine, Fukushima Medical University, Fukushima, Japan
| | - Akiomi Yoshihisa
- Department of Cardiovascular Medicine, Fukushima Medical University, Fukushima, Japan; Department of Clinical Laboratory Sciences, Fukushima Medical University, ukushima, Japan
| | - Koichi Sugimoto
- Department of Cardiovascular Medicine, Fukushima Medical University, Fukushima, Japan
| | - Kenji Fukushima
- Department of Radiology and Nuclear Medicine, Fukushima Medical University, Fukushima, Japan
| | - Kazuhiko Nakazato
- Department of Cardiovascular Medicine, Fukushima Medical University, Fukushima, Japan
| | - Yasuchika Takeishi
- Department of Cardiovascular Medicine, Fukushima Medical University, Fukushima, Japan
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Andersson A, Escriva Conde M, Surova O, Vermeulen P, Wählby C, Nilsson M, Nyström H. Spatial Transcriptome Mapping of the Desmoplastic Growth Pattern of Colorectal Liver Metastases by In Situ Sequencing Reveals a Biologically Relevant Zonation of the Desmoplastic Rim. Clin Cancer Res 2024; 30:4517-4529. [PMID: 39052239 PMCID: PMC11443209 DOI: 10.1158/1078-0432.ccr-23-3461] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Revised: 04/04/2024] [Accepted: 07/23/2024] [Indexed: 07/27/2024]
Abstract
PURPOSE We describe the fibrotic rim formed in the desmoplastic histopathologic growth pattern (DHGP) of colorectal cancer liver metastasis (CLM) using in situ sequencing (ISS). The origin of the desmoplastic rim is still a matter of debate, and the detailed cellular organization has not yet been fully elucidated. Understanding the biology of the DHGP in CLM can lead to targeted treatment and improve survival. EXPERIMENTAL DESIGN We used ISS, targeting 150 genes, to characterize the desmoplastic rim by unsupervised clustering of gene coexpression patterns. The cohort comprised 10 chemo-naïve liver metastasis resection samples with a DHGP. RESULTS Unsupervised clustering of spatially mapped genes revealed molecular and cellular diversity within the desmoplastic rim. We confirmed the presence of the ductular reaction and cancer-associated fibroblasts. Importantly, we discovered angiogenesis and outer and inner zonation in the rim, characterized by nerve growth factor receptor and periostin expression. CONCLUSIONS ISS enabled the analysis of the cellular organization of the fibrous rim surrounding CLM with a DHGP and suggests a transition from the outer part of the rim, with nonspecific liver injury response, into the inner part, with gene expression indicating collagen synthesis and extracellular matrix remodeling influenced by the interaction with cancer cells, creating a cancer cell-supportive environment. Moreover, we found angiogenic processes in the rim. Our results provide a potential explanation of the origin of the rim in DHGP and lead to exploring novel targeted treatments for patients with CLM to improve survival.
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Affiliation(s)
- Axel Andersson
- Science for Life Laboratory, Department of Information Technology, Uppsala University, Uppsala, Sweden.
| | - Maria Escriva Conde
- Science for Life Laboratory, Department of Biochemistry and Biophysics, Stockholm University, Solna, Sweden.
| | - Olga Surova
- Science for Life Laboratory, Department of Biochemistry and Biophysics, Stockholm University, Solna, Sweden.
| | - Peter Vermeulen
- Translational Cancer Research Unit - GZA Hospital Sint-Augustinus, Antwerp, Belgium.
| | - Carolina Wählby
- Science for Life Laboratory, Department of Information Technology, Uppsala University, Uppsala, Sweden.
| | - Mats Nilsson
- Science for Life Laboratory, Department of Biochemistry and Biophysics, Stockholm University, Solna, Sweden.
| | - Hanna Nyström
- Department of Surgical and Perioperative Sciences, Surgery, Umeå University, Umeå, Sweden.
- Wallenberg Centre for Molecular Medicine, Umeå University, Umeå, Sweden.
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Zhang Z, Ren X, Wang Y, Liu P, Lin P, Jin S, Xu C. CTHRC1 is a prognostic biomarker correlated with immune infiltration in head and neck squamous cell carcinoma. BMC Oral Health 2024; 24:742. [PMID: 38937712 PMCID: PMC11209980 DOI: 10.1186/s12903-024-04525-x] [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: 03/06/2024] [Accepted: 06/23/2024] [Indexed: 06/29/2024] Open
Abstract
BACKGROUND Head and neck squamous cell carcinoma (HNSCC) is the sixth most common malignancy worldwide, characterized by high morbidity, high mortality, and poor prognosis. Collagen triple helix repeat containing 1 (CTHRC1) has been shown to be highly expressed in various cancers. However, its biological functions, potential role as a biomarker, and its relationship with immune infiltrates in HNSCC remain unclear. Our principal objective was to analyze CTHRC1 expression, its prognostic implications, biological functions, and its effects on the immune system in HNSCC patients using bioinformatics analysis. METHODS The expression matrix was obtained from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO). CTHRC1 expression in HNSCC was analyzed between tumor and adjacent normal tissues, different stages were compared, and its impact on clinical prognosis was assessed using Kaplan-Meier analysis. Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), and Gene Set Variation Analysis (GSVA) were employed for enrichment analysis. The Search Tool for the Retrieval of Interacting Genes database (STRING) was used to analyze protein-protein interactions. Pearson correlation tests were used to investigate the association between CTHRC1 expression and immune checkpoints. The correlation between CTHRC1 and immune infiltration was investigated using CIBERSORT, TIMER, and ESTIMATE. RESULTS Compared to adjacent normal tissues, CTHRC1 was found to be highly overexpressed in tumors. Increased expression of CTHRC1 was more evident in the advanced stage of HNSCC and predicted a poor prognosis. Most genes related to CTHRC1 in HNSCC were enriched in physiological functions of Extracellular matrix(ECM) and tumor. Furthermore, several immune checkpoints, such as TNFSF4 and CD276 have been shown to be associated with CTHRC1 expression. Notably, the level of CTHRC1 expression correlated significantly with immune infiltration levels, particularly activated macrophages in HNSCC. CONCLUSIONS High expression of CTHRC1 predicts poor prognosis and is associated with immune infiltration in HNSCC, confirming its utility as a tumor marker for HNSCC. TRIAL REGISTRATION Not applicable. All data are from public databases and do not contain any clinical trials.
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Affiliation(s)
- Zhichao Zhang
- Department of Oral and Maxillofacial Surgery, The Second Hospital of Shandong University, 247 Beiyuan Street, Jinan, Shandong, China
| | - Xusheng Ren
- Department of Orthodontics, Jinan Stomatological Hospital, 101 Jingliu Road, Jinan, Shandong, China
| | - Yiling Wang
- Department of Orthodontics, Jinan Stomatological Hospital, 101 Jingliu Road, Jinan, Shandong, China
| | - Ping Liu
- Department of Orthodontics, Jinan Stomatological Hospital, 101 Jingliu Road, Jinan, Shandong, China
| | - Peng Lin
- Department of Orthodontics, Jinan Stomatological Hospital, 101 Jingliu Road, Jinan, Shandong, China
| | - Shumei Jin
- Department of Orthodontics, Jinan Stomatological Hospital, 101 Jingliu Road, Jinan, Shandong, China
| | - Chao Xu
- Department of Orthodontics, Jinan Stomatological Hospital, 101 Jingliu Road, Jinan, Shandong, China.
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Singh CK, Fernandez S, Chhabra G, Zaemisch GR, Nihal A, Swanlund J, Ansari N, Said Z, Chang H, Ahmad N. The role of collagen triple helix repeat containing 1 (CTHRC1) in cancer development and progression. Expert Opin Ther Targets 2024; 28:419-435. [PMID: 38686865 PMCID: PMC11189736 DOI: 10.1080/14728222.2024.2349686] [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: 12/27/2023] [Accepted: 04/26/2024] [Indexed: 05/02/2024]
Abstract
INTRODUCTION Collagen triple helix repeat containing 1 (CTHRC1) is a protein that has been implicated in pro-migratory pathways, arterial tissue-repair processes, and inhibition of collagen deposition via the regulation of multiple signaling cascades. Studies have also demonstrated an upregulation of CTHRC1 in multiple cancers where it has been linked to enhanced proliferation, invasion, and metastasis. However, the understanding of the exact role and mechanisms of CTHRC1 in cancer is far from complete. AREAS COVERED This review focuses on analyzing the role of CTHRC1 in cancer as well as its associations with clinicopathologies and cancer-related processes and signaling. We have also summarized the available literature information regarding the role of CTHRC1 in tumor microenvironment and immune signaling. Finally, we have discussed the mechanisms associated with CTHRC1 regulations, and opportunities and challenges regarding the development of CTHRC1 as a potential target for cancer management. EXPERT OPINION CTHRC1 is a multifaceted protein with critical roles in cancer progression and other pathological conditions. Its association with lower overall survival in various cancers, and impact on the tumor immune microenvironment make it an intriguing target for further research and potential therapeutic interventions in cancer.
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Affiliation(s)
- Chandra K. Singh
- Department of Dermatology, University of Wisconsin, Madison, Wisconsin, USA
| | - Sofia Fernandez
- Department of Dermatology, University of Wisconsin, Madison, Wisconsin, USA
| | - Gagan Chhabra
- Department of Dermatology, University of Wisconsin, Madison, Wisconsin, USA
| | | | - Ayaan Nihal
- Department of Dermatology, University of Wisconsin, Madison, Wisconsin, USA
| | - Jenna Swanlund
- Department of Dermatology, University of Wisconsin, Madison, Wisconsin, USA
| | - Naveed Ansari
- Department of Dermatology, University of Wisconsin, Madison, Wisconsin, USA
| | - Zan Said
- Department of Dermatology, University of Wisconsin, Madison, Wisconsin, USA
| | - Hao Chang
- Department of Dermatology, University of Wisconsin, Madison, Wisconsin, USA
- William S. Middleton VA Medical Center, Madison, Wisconsin, USA
| | - Nihal Ahmad
- Department of Dermatology, University of Wisconsin, Madison, Wisconsin, USA
- William S. Middleton VA Medical Center, Madison, Wisconsin, USA
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Dong X, Zhan Y, Li S, Yang M, Gao Y. MKRN1 regulates the expression profiles and transcription factor activity in HeLa cells inhibition suppresses cervical cancer cell progression. Sci Rep 2024; 14:6129. [PMID: 38480859 PMCID: PMC10937657 DOI: 10.1038/s41598-024-56830-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2023] [Accepted: 03/12/2024] [Indexed: 03/17/2024] Open
Abstract
Cervical cancer is one of the most common gynecologic malignancies worldwide, necessitating the identification of novel biomarkers and therapeutic targets. This study aimed to investigate the significance of MKRN1 in cervical cancer and explore its potential as a diagnostic marker and therapeutic target. The results indicated that MKRN1 expression was up-regulated in cervical cancer tissues and correlated with advanced tumor stage, higher grade, and poor patient survival. Functional studies demonstrated that targeting MKRN1 effectively inhibited cell proliferation, migration, and invasion, highlighting its critical role in tumor progression and metastasis. Moreover, the knockdown of MKRN1 resulted in altered expression patterns of six transcription factor-encoding genes, revealing its involvement in gene regulation. Co-expression network analysis unveiled complex regulatory mechanisms underlying the effects of MKRN1 knockdown on gene expression. Furthermore, the results suggested that MKRN1 might serve as a diagnostic marker for personalized treatment strategies and a therapeutic target to inhibit tumor growth, metastasis, and overcome drug resistance. The development of MKRN1-targeted interventions might hold promise for advancing personalized medicine approaches in cervical cancer treatment. Further research is warranted to validate these findings, elucidate underlying mechanisms, and translate these insights into improved management and outcomes for cervical cancer patients.
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Affiliation(s)
- Xiang Dong
- School of Life Science, Bengbu Medical College, No. 2600 Donghai Road, Bengbu, 233030, Anhui, China
- Research Center of Clinical Laboratory Science, School of Laboratory Medicine, Bengbu Medical College, Bengbu, 233030, Anhui, China
| | - Yuling Zhan
- School of Life Science, Bengbu Medical College, No. 2600 Donghai Road, Bengbu, 233030, Anhui, China
- Research Center of Clinical Laboratory Science, School of Laboratory Medicine, Bengbu Medical College, Bengbu, 233030, Anhui, China
| | - Suwan Li
- School of Life Science, Bengbu Medical College, No. 2600 Donghai Road, Bengbu, 233030, Anhui, China
- Research Center of Clinical Laboratory Science, School of Laboratory Medicine, Bengbu Medical College, Bengbu, 233030, Anhui, China
| | - Minghui Yang
- Research Center of Clinical Laboratory Science, School of Laboratory Medicine, Bengbu Medical College, Bengbu, 233030, Anhui, China
- School of Basic Courses, Bengbu Medical College, Bengbu, 233030, Anhui, China
| | - Yu Gao
- School of Life Science, Bengbu Medical College, No. 2600 Donghai Road, Bengbu, 233030, Anhui, China.
- Laboratory Animal Center, Bengbu Medical College, Bengbu, 233030, Anhui, China.
- Anhui Province Key Laboratory of Translational Cancer Research, Bengbu Medical College, Bengbu, 233030, Anhui, China.
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