1
|
Cen X, Lan Y, Zou J, Chen R, Hu C, Tong Y, Zhang C, Chen J, Wang Y, Zhou R, He W, Lu T, Dubee F, Jovic D, Dong W, Gao Q, Ma M, Lu Y, Xue Y, Cheng X, Li Y, Yang H. Pan-cancer analysis shapes the understanding of cancer biology and medicine. Cancer Commun (Lond) 2025. [PMID: 40120098 DOI: 10.1002/cac2.70008] [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: 09/10/2024] [Revised: 02/13/2025] [Accepted: 02/16/2025] [Indexed: 03/25/2025] Open
Abstract
Advances in multi-omics datasets and analytical methods have revolutionized cancer research, offering a comprehensive, pan-cancer perspective. Pan-cancer studies identify shared mechanisms and unique traits across different cancer types, which are reshaping diagnostic and treatment strategies. However, continued innovation is required to refine these approaches and deepen our understanding of cancer biology and medicine. This review summarized key findings from pan-cancer research and explored their potential to drive future advancements in oncology.
Collapse
Affiliation(s)
- Xiaoping Cen
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, P. R. China
- HIM-BGI Omics Center, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences (CAS), Hangzhou, Zhejiang, P. R. China
- BGI Research, Shenzhen, Guangdong, P. R. China
- Guangzhou National Laboratory, Guangzhou, Guangdong, P. R. China
| | - Yuanyuan Lan
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, P. R. China
- HIM-BGI Omics Center, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences (CAS), Hangzhou, Zhejiang, P. R. China
| | - Jiansheng Zou
- HIM-BGI Omics Center, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences (CAS), Hangzhou, Zhejiang, P. R. China
- College of Information Engineering, Zhejiang University of Technology, Hangzhou, Zhejiang, P. R. China
| | - Ruilin Chen
- HIM-BGI Omics Center, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences (CAS), Hangzhou, Zhejiang, P. R. China
- College of Information Engineering, Zhejiang University of Technology, Hangzhou, Zhejiang, P. R. China
| | - Can Hu
- Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, Zhejiang, P. R. China
| | - Yahan Tong
- Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, Zhejiang, P. R. China
| | - Chen Zhang
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, P. R. China
- HIM-BGI Omics Center, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences (CAS), Hangzhou, Zhejiang, P. R. China
- BGI Research, Shenzhen, Guangdong, P. R. China
| | - Jingyue Chen
- HIM-BGI Omics Center, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences (CAS), Hangzhou, Zhejiang, P. R. China
- Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Hangzhou, Zhejiang, P. R. China
| | - Yuanmei Wang
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, P. R. China
- HIM-BGI Omics Center, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences (CAS), Hangzhou, Zhejiang, P. R. China
- BGI Research, Shenzhen, Guangdong, P. R. China
| | - Run Zhou
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, P. R. China
- HIM-BGI Omics Center, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences (CAS), Hangzhou, Zhejiang, P. R. China
- BGI Research, Shenzhen, Guangdong, P. R. China
| | - Weiwei He
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, P. R. China
- HIM-BGI Omics Center, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences (CAS), Hangzhou, Zhejiang, P. R. China
| | - Tianyu Lu
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, P. R. China
- BGI Research, Shenzhen, Guangdong, P. R. China
| | - Fred Dubee
- BGI Research, Shenzhen, Guangdong, P. R. China
| | | | - Wei Dong
- HIM-BGI Omics Center, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences (CAS), Hangzhou, Zhejiang, P. R. China
- Clin Lab, BGI Genomics, Beijing, P. R. China
| | - Qingqing Gao
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, P. R. China
- HIM-BGI Omics Center, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences (CAS), Hangzhou, Zhejiang, P. R. China
- BGI Research, Shenzhen, Guangdong, P. R. China
| | - Man Ma
- HIM-BGI Omics Center, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences (CAS), Hangzhou, Zhejiang, P. R. China
| | - Youyong Lu
- Laboratory of Molecular Oncology, Peking University Cancer Hospital and Institute, Beijing, P. R. China
| | - Yu Xue
- MOE Key Laboratory of Molecular Biophysics, Hubei Bioinformatics and Molecular Imaging Key Laboratory, Center for Artificial Intelligence Biology, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, Hubei, P. R. China
| | - Xiangdong Cheng
- Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, Zhejiang, P. R. China
| | - Yixue Li
- Guangzhou National Laboratory, Guangzhou, Guangdong, P. R. China
- GZMU-GIBH Joint School of Life Sciences, The Guangdong-Hong Kong-Macau Joint Laboratory for Cell Fate Regulation and Diseases, Guangzhou Medical University, Guangzhou, Guangdong, P. R. China
| | - Huanming Yang
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, P. R. China
- BGI, Shenzhen, Guangdong, P. R. China
- James D. Watson Institute of Genome Sciences, Hangzhou, Zhejiang, P. R. China
| |
Collapse
|
2
|
Campanharo CV, Dos Santos Silveira LV, Meira DD, Casotti MC, Altoé LSC, Louro ID, Gonçalves AFM, Machado AM, Paiva BS, de Souza Inocencio E, Rocha FVV, Pesente F, de Castro GDSC, da Paixão JPDS, Bourguignon JHB, Carneiro JS, de Oliveira JR, de Souza Freire P, Zamprogno SB, Dos Santos Uchiya T, de Paula Rezende T, de Pádua Sanders Medeiros V. Pan-cancer and multiomics: advanced strategies for diagnosis, prognosis, and therapy in the complex genetic and molecular universe of cancer. Clin Transl Oncol 2024:10.1007/s12094-024-03819-4. [PMID: 39725831 DOI: 10.1007/s12094-024-03819-4] [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: 09/09/2024] [Accepted: 11/23/2024] [Indexed: 12/28/2024]
Abstract
The pan-cancer and multi-omics approach is motivated by the genetic and molecular complexity inherent in the varied types of cancer. This method presents itself as a crucial resource for advancing early diagnosis, defining prognoses and identifying treatments that share common bases between different forms of tumors. The aim of this article is to explore pan-cancer analysis in conjunction with multi-omics strategies, evaluating laboratory, computational, clinical procedures and their consequences, as well as examining the tumor microenvironment, epigenetics and future directions of these technologies in patient management. To this end, a literature review was conducted using PUBMED, resulting in the selection of 260 articles, of which 81 were carefully chosen to support this analysis. The pan-cancer methodology is applied to the study of this microenvironment with the aim of investigating its common characteristics through multiomics data. The development of new therapies depends on understanding the oncogenic pathways associated with different cancers. Thus, the integration of multi-omics and pan-cancer analyzes offers an innovative perspective in the search for new control points, metabolic pathways and markers, in addition to facilitating the identification of patterns common to multiple cancer types, allowing the development of targeted treatments. In this way, the convergence of multiomics and clinical approaches promotes a broad view of cancer biology, leading to more effective and personalized therapies.
Collapse
Affiliation(s)
- Camilly Victória Campanharo
- Núcleo de Genética Humana e Molecular, Universidade Federal do Espírito Santo (UFES), Av. Fernando Ferrari, N. 514, Prédio Ciências Biológicas, Bloco A, Sala 106, Vitória, Espírito Santo, Brasil
| | - Lívia Valle Dos Santos Silveira
- Núcleo de Genética Humana e Molecular, Universidade Federal do Espírito Santo (UFES), Av. Fernando Ferrari, N. 514, Prédio Ciências Biológicas, Bloco A, Sala 106, Vitória, Espírito Santo, Brasil
| | - Débora Dummer Meira
- Núcleo de Genética Humana e Molecular, Universidade Federal do Espírito Santo (UFES), Av. Fernando Ferrari, N. 514, Prédio Ciências Biológicas, Bloco A, Sala 106, Vitória, Espírito Santo, Brasil.
| | - Matheus Correia Casotti
- Núcleo de Genética Humana e Molecular, Universidade Federal do Espírito Santo (UFES), Av. Fernando Ferrari, N. 514, Prédio Ciências Biológicas, Bloco A, Sala 106, Vitória, Espírito Santo, Brasil
| | - Lorena Souza Castro Altoé
- Núcleo de Genética Humana e Molecular, Universidade Federal do Espírito Santo (UFES), Av. Fernando Ferrari, N. 514, Prédio Ciências Biológicas, Bloco A, Sala 106, Vitória, Espírito Santo, Brasil
| | - Iúri Drumond Louro
- Núcleo de Genética Humana e Molecular, Universidade Federal do Espírito Santo (UFES), Av. Fernando Ferrari, N. 514, Prédio Ciências Biológicas, Bloco A, Sala 106, Vitória, Espírito Santo, Brasil
| | - André Felipe Monteiro Gonçalves
- Núcleo de Genética Humana e Molecular, Universidade Federal do Espírito Santo (UFES), Av. Fernando Ferrari, N. 514, Prédio Ciências Biológicas, Bloco A, Sala 106, Vitória, Espírito Santo, Brasil
| | - André Manhães Machado
- Núcleo de Genética Humana e Molecular, Universidade Federal do Espírito Santo (UFES), Av. Fernando Ferrari, N. 514, Prédio Ciências Biológicas, Bloco A, Sala 106, Vitória, Espírito Santo, Brasil
| | - Breno Sousa Paiva
- Núcleo de Genética Humana e Molecular, Universidade Federal do Espírito Santo (UFES), Av. Fernando Ferrari, N. 514, Prédio Ciências Biológicas, Bloco A, Sala 106, Vitória, Espírito Santo, Brasil
| | - Ester de Souza Inocencio
- Núcleo de Genética Humana e Molecular, Universidade Federal do Espírito Santo (UFES), Av. Fernando Ferrari, N. 514, Prédio Ciências Biológicas, Bloco A, Sala 106, Vitória, Espírito Santo, Brasil
| | - Fabio Victor Vieira Rocha
- Núcleo de Genética Humana e Molecular, Universidade Federal do Espírito Santo (UFES), Av. Fernando Ferrari, N. 514, Prédio Ciências Biológicas, Bloco A, Sala 106, Vitória, Espírito Santo, Brasil
| | - Fellipe Pesente
- Núcleo de Genética Humana e Molecular, Universidade Federal do Espírito Santo (UFES), Av. Fernando Ferrari, N. 514, Prédio Ciências Biológicas, Bloco A, Sala 106, Vitória, Espírito Santo, Brasil
| | - Giulia de Souza Cupertino de Castro
- Núcleo de Genética Humana e Molecular, Universidade Federal do Espírito Santo (UFES), Av. Fernando Ferrari, N. 514, Prédio Ciências Biológicas, Bloco A, Sala 106, Vitória, Espírito Santo, Brasil
| | - João Pedro Dos Santos da Paixão
- Núcleo de Genética Humana e Molecular, Universidade Federal do Espírito Santo (UFES), Av. Fernando Ferrari, N. 514, Prédio Ciências Biológicas, Bloco A, Sala 106, Vitória, Espírito Santo, Brasil
| | - José Henrique Borges Bourguignon
- Núcleo de Genética Humana e Molecular, Universidade Federal do Espírito Santo (UFES), Av. Fernando Ferrari, N. 514, Prédio Ciências Biológicas, Bloco A, Sala 106, Vitória, Espírito Santo, Brasil
| | - Júlia Salarini Carneiro
- Núcleo de Genética Humana e Molecular, Universidade Federal do Espírito Santo (UFES), Av. Fernando Ferrari, N. 514, Prédio Ciências Biológicas, Bloco A, Sala 106, Vitória, Espírito Santo, Brasil
| | - Juliana Ribeiro de Oliveira
- Núcleo de Genética Humana e Molecular, Universidade Federal do Espírito Santo (UFES), Av. Fernando Ferrari, N. 514, Prédio Ciências Biológicas, Bloco A, Sala 106, Vitória, Espírito Santo, Brasil
| | - Pâmela de Souza Freire
- Núcleo de Genética Humana e Molecular, Universidade Federal do Espírito Santo (UFES), Av. Fernando Ferrari, N. 514, Prédio Ciências Biológicas, Bloco A, Sala 106, Vitória, Espírito Santo, Brasil
| | - Sophia Bridi Zamprogno
- Núcleo de Genética Humana e Molecular, Universidade Federal do Espírito Santo (UFES), Av. Fernando Ferrari, N. 514, Prédio Ciências Biológicas, Bloco A, Sala 106, Vitória, Espírito Santo, Brasil
| | - Taissa Dos Santos Uchiya
- Núcleo de Genética Humana e Molecular, Universidade Federal do Espírito Santo (UFES), Av. Fernando Ferrari, N. 514, Prédio Ciências Biológicas, Bloco A, Sala 106, Vitória, Espírito Santo, Brasil
| | - Thais de Paula Rezende
- Núcleo de Genética Humana e Molecular, Universidade Federal do Espírito Santo (UFES), Av. Fernando Ferrari, N. 514, Prédio Ciências Biológicas, Bloco A, Sala 106, Vitória, Espírito Santo, Brasil
| | - Vinícius de Pádua Sanders Medeiros
- Núcleo de Genética Humana e Molecular, Universidade Federal do Espírito Santo (UFES), Av. Fernando Ferrari, N. 514, Prédio Ciências Biológicas, Bloco A, Sala 106, Vitória, Espírito Santo, Brasil
| |
Collapse
|
3
|
Shang C, Yu J, Zou S, Li H, Cao B. Functional evaluation of TMEM176B and its predictive role for severe respiratory viral infection through integrated analysis of single-cell and bulk RNA-sequencing. J Med Virol 2024; 96:e29954. [PMID: 39377494 DOI: 10.1002/jmv.29954] [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: 05/16/2024] [Revised: 09/05/2024] [Accepted: 09/26/2024] [Indexed: 10/09/2024]
Abstract
Transmembrane protein 176B (TMEM176B), localized mainly on the endosomal membrane, has been reported as an immune regulatory factor in malignant diseases. However, the biological function of this molecule remains undetermined during respiratory viral infections. To investigate the functions and prognostic value of this gene, six gene sets were selected from the Gene Expression Omnibus database for research. First, the function of TMEM176B and its co-expressed genes were evaluated at different levels (cell, peripheral blood, lung tissue). Afterwards, a machine learning algorithm was utilized to analyze the relationship between TMEM176B and its interacting genes with prognosis. After importance evaluation and variable screening, a prognostic model was established. Finally, the reliability of the model was further verified through external data sets. In vitro experiments were conducted to validate the function of TMEM176B. TMEM176B and its co-expressed genes are involved in multiple processes such as inflammasome activation, myeloid immune cell development, and immune cell infiltration. Machine learning further screened 27 interacting gene modules including TMEM176B as prognostic models for severe respiratory viral infections, with the area under the ROC curve (AUCs) of 0.986 and 0.905 in derivation and external validation sets, respectively. We further confirmed that viral load as well as NLRP3 activation and cell death were significantly enhanced in TMEM176B-/- THP-1-differentiated macrophages via in vitro experiments. Our study revealed that TMEM176B is involved in a wide range of biological functions in respiratory viral infections and has potential prognostic value, which is expected to bring new insights into the clinical management of severe respiratory viral infection hosts.
Collapse
Affiliation(s)
- Congcong Shang
- Graduate School of Peking Union Medical College, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
- National Center for Respiratory Medicine; State Key Laboratory of Respiratory Health and Multimorbidity; National Clinical Research Center for Respiratory Diseases; Institute of Respiratory Medicine, Chinese Academy of Medical Sciences; Department of Pulmonary and Critical Care Medicine, Center of Respiratory Medicine, China-Japan Friendship Hospital, Beijing, China
| | - Jiapei Yu
- National Center for Respiratory Medicine; State Key Laboratory of Respiratory Health and Multimorbidity; National Clinical Research Center for Respiratory Diseases; Institute of Respiratory Medicine, Chinese Academy of Medical Sciences; Department of Pulmonary and Critical Care Medicine, Center of Respiratory Medicine, China-Japan Friendship Hospital, Beijing, China
| | - Shumei Zou
- National Institute for Viral Disease Control and Prevention, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Key Laboratory for Medical Virology, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Hui Li
- National Center for Respiratory Medicine; State Key Laboratory of Respiratory Health and Multimorbidity; National Clinical Research Center for Respiratory Diseases; Institute of Respiratory Medicine, Chinese Academy of Medical Sciences; Department of Pulmonary and Critical Care Medicine, Center of Respiratory Medicine, China-Japan Friendship Hospital, Beijing, China
| | - Bin Cao
- Graduate School of Peking Union Medical College, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
- National Center for Respiratory Medicine; State Key Laboratory of Respiratory Health and Multimorbidity; National Clinical Research Center for Respiratory Diseases; Institute of Respiratory Medicine, Chinese Academy of Medical Sciences; Department of Pulmonary and Critical Care Medicine, Center of Respiratory Medicine, China-Japan Friendship Hospital, Beijing, China
- Tsinghua University-Peking University Joint Center for Life Sciences, Tsinghua University, Beijing, China
- Department of Pulmonary and Critical Care Medicine, Clinical Center for Pulmonary Infections, Capital Medical University, Beijing, China
| |
Collapse
|
4
|
Dou H, Yu PY, Liu YQ, Zhu Y, Li FC, Wang YY, Chen XY, Xiao M. Recent advances in caspase-3, breast cancer, and traditional Chinese medicine: a review. J Chemother 2024; 36:370-388. [PMID: 37936479 DOI: 10.1080/1120009x.2023.2278014] [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: 05/04/2023] [Revised: 10/25/2023] [Accepted: 10/27/2023] [Indexed: 11/09/2023]
Abstract
Caspases (cysteinyl aspartate-specific proteinases) are a group of structurally similar proteases in the cytoplasm that can be involved in cell differentiation, programmed death, proliferation, and inflammatory generation. Experts have found that caspase-3 can serve as a terminal splicing enzyme in apoptosis and participate in the mechanism by which cytotoxic drugs kill cancer cells. Breast cancer (BC) has become the most common cancer among women worldwide, posing a severe threat to their lives. Finding new therapeutic targets for BC is the primary task of contemporary physicians. Numerous studies have revealed the close association between caspase-3 expression and BC. Caspase-3 is essential in BC's occurrence, invasion, and metastasis. In addition, Caspase-3 exerts anticancer effects by regulating cell death mechanisms. Traditional Chinese medicine acting through caspase-3 expression is increasingly used in clinical treatment. This review summarizes the biological mechanism of caspase-3 and research progress on BC. It introduces a variety of traditional Chinese medicine related to caspase-3 to provide new ideas for the clinical treatment of BC.
Collapse
Affiliation(s)
- He Dou
- Department of Breast Surgery, Harbin Medical University Cancer Hospital, Harbin, P. R. China
| | - Ping Yang Yu
- Department of Breast Surgery, Harbin Medical University Cancer Hospital, Harbin, P. R. China
| | - Yu Qi Liu
- Department of Breast Surgery, Harbin Medical University Cancer Hospital, Harbin, P. R. China
| | - Yue Zhu
- Department of Breast Surgery, Harbin Medical University Cancer Hospital, Harbin, P. R. China
| | - Fu Cheng Li
- Department of Breast Surgery, Harbin Medical University Cancer Hospital, Harbin, P. R. China
| | - You Yu Wang
- Department of Breast Surgery, Harbin Medical University Cancer Hospital, Harbin, P. R. China
| | - Xing Yan Chen
- Department of Breast Surgery, Harbin Medical University Cancer Hospital, Harbin, P. R. China
| | - Min Xiao
- Department of Breast Surgery, Harbin Medical University Cancer Hospital, Harbin, P. R. China
| |
Collapse
|
5
|
Vissers LTW, van Ostaijen-ten Dam MM, Melsen JE, van der Spek YM, Kemna KP, Lankester AC, van der Burg M, Mohseny AB. Potential role of B- and NK-cells in the pathogenesis of pediatric aplastic anemia through deep phenotyping. Front Immunol 2024; 15:1328175. [PMID: 39229270 PMCID: PMC11368747 DOI: 10.3389/fimmu.2024.1328175] [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: 10/26/2023] [Accepted: 07/30/2024] [Indexed: 09/05/2024] Open
Abstract
Introduction Pediatric patients with unexplained bone marrow failure (BMF) are often categorized as aplastic anemia (AA). Based on the accepted hypothesis of an auto-immune mechanism underlying AA, immune suppressive therapy (IST) might be effective. However, due to the lack of diagnostic tools to identify immune AA and prognostic markers to predict IST response together with the unequaled curative potential of hematopoietic stem cell transplantation (HSCT), most pediatric severe AA patients are momentarily treated by HSCT if available. Although several studies indicate oligoclonal T-cells with cytotoxic activities towards the hematopoietic stem cells, increasing evidence points towards defective inhibitory mechanisms failing to inhibit auto-reactive T-cells. Methods We aimed to investigate the role of NK- and B-cells in seven pediatric AA patients through a comprehensive analysis of paired bone marrow and peripheral blood samples with spectral flow cytometry in comparison to healthy age-matched bone marrow donors. Results We observed a reduced absolute number of NK-cells in peripheral blood of AA patients with a skewed distribution towards CD56bright NK-cells in a subgroup of patients. The enriched CD56bright NK-cells had a lower expression of CD45RA and TIGIT and a higher expression of CD16, compared to healthy donors. Functional analysis revealed no differences in degranulation. However, IFN-γ production and perforin expression of NK-cells were reduced in the CD56bright-enriched patient group. The diminished NK-cell function in this subgroup might underly the auto-immunity. Importantly, NK-function of AA patients with reduced CD56bright NK-cells was comparable to healthy donors. Also, B-cell counts were lower in AA patients. Subset analysis revealed a trend towards reduction of transitional B-cells in both absolute and relative numbers compared to healthy controls. As these cells were previously hypothesized as regulatory cells in AA, decreased numbers might be involved in defective inhibition of auto-reactive T-cells. Interestingly, even in patients with normal distribution of precursor B-cells, the transitional compartment was reduced, indicating partial differentiation failure from immature to transitional B-cells or a selective loss. Discussion Our findings provide a base for future studies to unravel the role of transitional B-cells and CD56bright NK-cells in larger cohorts of pediatric AA patients as diagnostic markers for immune AA and targets for therapeutic interventions.
Collapse
Affiliation(s)
- Lotte T. W. Vissers
- Laboratory for Pediatric Immunology, Department of Pediatrics, Leiden University Medical Center, Willem Alexander Children’s Hospital, Leiden, Netherlands
| | - Monique M. van Ostaijen-ten Dam
- Laboratory for Pediatric Immunology, Department of Pediatrics, Leiden University Medical Center, Willem Alexander Children’s Hospital, Leiden, Netherlands
| | - Janine E. Melsen
- Laboratory for Pediatric Immunology, Department of Pediatrics, Leiden University Medical Center, Willem Alexander Children’s Hospital, Leiden, Netherlands
- Department of Immunology, Leiden University Medical Center, Leiden, Netherlands
| | - Yanna M. van der Spek
- Laboratory for Pediatric Immunology, Department of Pediatrics, Leiden University Medical Center, Willem Alexander Children’s Hospital, Leiden, Netherlands
| | - Koen P. Kemna
- Laboratory for Pediatric Immunology, Department of Pediatrics, Leiden University Medical Center, Willem Alexander Children’s Hospital, Leiden, Netherlands
| | - Arjan C. Lankester
- Pediatric Hematology and Stem Cell Transplantation Unit, Department of Pediatrics, Leiden University Medical Center, Willem Alexander Children’s Hospital, Leiden, Netherlands
| | - Mirjam van der Burg
- Laboratory for Pediatric Immunology, Department of Pediatrics, Leiden University Medical Center, Willem Alexander Children’s Hospital, Leiden, Netherlands
| | - Alexander B. Mohseny
- Pediatric Hematology and Stem Cell Transplantation Unit, Department of Pediatrics, Leiden University Medical Center, Willem Alexander Children’s Hospital, Leiden, Netherlands
| |
Collapse
|
6
|
Wang X, Yin QH, Wan LL, Sun RL, Wang G, Gu JF, Tang DC. Research progress on the effect of pyroptosis on the occurrence, development, invasion and metastasis of colorectal cancer. World J Gastrointest Oncol 2024; 16:3410-3427. [PMID: 39171180 PMCID: PMC11334039 DOI: 10.4251/wjgo.v16.i8.3410] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Revised: 05/28/2024] [Accepted: 07/04/2024] [Indexed: 08/07/2024] Open
Abstract
Pyroptosis is a type of programmed cell death mediated by gasdermines (GSDMs). The N-terminal domain of GSDMs forms pores in the plasma membrane, causing cell membrane rupture and the release of cell contents, leading to an inflammatory response and mediating pyrodeath. Pyroptosis plays an important role in inflammatory diseases and malignant tumors. With the further study of pyroptosis, an increasing number of studies have shown that the pyroptosis pathway can regulate the tumor microenvironment and antitumor immunity of colorectal cancer and is closely related to the occurrence, development, treatment and prognosis of colorectal cancer. This review aimed to explore the molecular mechanism of pyroptosis and the role of pyroptosis in the occurrence, development, treatment and prognosis of colorectal cancer (CRC) and to provide ideas for the clinical diagnosis and treatment of CRC.
Collapse
Affiliation(s)
- Xu Wang
- School of Traditional Chinese Medicine, Nanjing University of Chinese Medicine, Nanjing 210023, Jiangsu Province, China
| | - Qi-Hang Yin
- School of Traditional Chinese Medicine, Nanjing University of Chinese Medicine, Nanjing 210023, Jiangsu Province, China
| | - Lin-Lu Wan
- School of Traditional Chinese Medicine, Nanjing University of Chinese Medicine, Nanjing 210023, Jiangsu Province, China
| | - Ruo-Lan Sun
- School of Traditional Chinese Medicine, Nanjing University of Chinese Medicine, Nanjing 210023, Jiangsu Province, China
| | - Gang Wang
- Department of Ana and Intestine Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan Province, China
| | - Jun-Fei Gu
- School of Traditional Chinese Medicine, Nanjing University of Chinese Medicine, Nanjing 210023, Jiangsu Province, China
| | - De-Cai Tang
- School of Traditional Chinese Medicine, Nanjing University of Chinese Medicine, Nanjing 210023, Jiangsu Province, China
| |
Collapse
|
7
|
Cai Y, Meng J, Qiu Y, Huang X, Du H, Yao J. Correlations between the modification patterns mediated by pyroptosis-related genes, tumor microenvironment, and immunotherapy in soft tissue sarcoma. Medicine (Baltimore) 2024; 103:e38173. [PMID: 38758862 PMCID: PMC11098225 DOI: 10.1097/md.0000000000038173] [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: 03/24/2023] [Accepted: 04/17/2024] [Indexed: 05/19/2024] Open
Abstract
Soft tissue sarcoma (STS) incidence, progression, and metastasis are tightly linked to the tumor microenvironment (TME). The modification patterns mediated by pyroptosis-related genes (PRGs) in STS are unknown regarding the immune cell infiltration landscape of TME, immunotherapy effect, and prognostic value. First, we downloaded STS samples from the Cancer Genome Atlas (TCGA) and gene-expression omnibus (GEO) databases. Based on 52 PRGs, 2 pyroptosis modification patterns were analyzed, and the associations of pyroptosis modification patterns with immune cell infiltration in the TME were elucidated systematically. To quantify PRG modification patterns in STS patients, we generated a pyroptosis scoring system using principal component analysis (PCA). We identified 2 distinct pyroptosis modification patterns in STS. Compared to PRG cluster A, the prognosis of cluster B was better. These 2 pyroptosis modification patterns corresponded to different characteristics of immune cell infiltration in the TME and biological behaviors. In the pyroptosis scoring system, a high pyroptosis score was connected to higher immune cell infiltration, stronger immune surveillance, immune-killing effects on tumor cells, and better clinical benefits. The results from 3 anti-PD1/PD-L1-treated immune cohorts demonstrated that higher pyroptosis scores are also closely connected to better immunotherapy results. We demonstrated that pyroptosis modification is essential to the STS microenvironment. Moreover, the pyroptosis score is a reliable and independent prognostic factor in STS patients, enabling a richer understanding of the STS microenvironment and the screening of immunotherapy candidates, predicting the immunotherapeutic effects for individual STS patients, and guiding the use of chemotherapy drugs.
Collapse
Affiliation(s)
- Yang Cai
- Bone and Joint Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, People’s Republic of China
| | - Jinzhi Meng
- Bone and Joint Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, People’s Republic of China
| | - Yue Qiu
- Bone and Joint Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, People’s Republic of China
| | - Xing Huang
- Bone and Joint Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, People’s Republic of China
| | - Huawei Du
- Bone and Joint Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, People’s Republic of China
| | - Jun Yao
- Bone and Joint Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, People’s Republic of China
| |
Collapse
|
8
|
Liu J, Chen T, Liu X, Li Z, Zhang Y. Engineering materials for pyroptosis induction in cancer treatment. Bioact Mater 2024; 33:30-45. [PMID: 38024228 PMCID: PMC10654002 DOI: 10.1016/j.bioactmat.2023.10.027] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2023] [Revised: 10/24/2023] [Accepted: 10/26/2023] [Indexed: 12/01/2023] Open
Abstract
Cancer remains a significant global health concern, necessitating the development of innovative therapeutic strategies. This research paper aims to investigate the role of pyroptosis induction in cancer treatment. Pyroptosis, a form of programmed cell death characterized by the release of pro-inflammatory cytokines and the formation of plasma membrane pores, has gained significant attention as a potential target for cancer therapy. The objective of this study is to provide a comprehensive overview of the current understanding of pyroptosis and its role in cancer treatment. The paper discusses the concept of pyroptosis and its relationship with other forms of cell death, such as apoptosis and necroptosis. It explores the role of pyroptosis in immune activation and its potential for combination therapy. The study also reviews the use of natural, biological, chemical, and multifunctional composite materials for pyroptosis induction in cancer cells. The molecular mechanisms underlying pyroptosis induction by these materials are discussed, along with their advantages and challenges in cancer treatment. The findings of this study highlight the potential of pyroptosis induction as a novel therapeutic strategy in cancer treatment and provide insights into the different materials and mechanisms involved in pyroptosis induction.
Collapse
Affiliation(s)
- Jiayi Liu
- Department of Oncology, The Second Xiangya Hospital, Central South University, Changsha, Hunan Province, China
| | - Taili Chen
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, Hunan Province, China
| | - XianLing Liu
- Department of Oncology, The Second Xiangya Hospital, Central South University, Changsha, Hunan Province, China
- Department of Oncology, Guilin Hospital of the Second Xiangya Hospital, Central South University, Guilin, China
| | - ZhiHong Li
- Department of Orthopedics, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Yong Zhang
- Department of Biomedical Engineering, The City University of Hong Kong, Hong Kong Special Administrative Region of China
| |
Collapse
|
9
|
Liu W, Peng J, Xiao M, Cai Y, Peng B, Zhang W, Li J, Kang F, Hong Q, Liang Q, Yan Y, Xu Z. The implication of pyroptosis in cancer immunology: Current advances and prospects. Genes Dis 2023; 10:2339-2350. [PMID: 37554215 PMCID: PMC10404888 DOI: 10.1016/j.gendis.2022.04.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Revised: 04/18/2022] [Accepted: 04/25/2022] [Indexed: 11/18/2022] Open
Abstract
Pyroptosis is a regulated cell death pathway involved in numerous human diseases, especially malignant tumors. Recent studies have identified multiple pyroptosis-associated signaling molecules, like caspases, gasdermin family and inflammasomes. In addition, increasing in vitro and in vivo studies have shown the significant linkage between pyroptosis and immune regulation of cancers. Pyroptosis-associated biomarkers regulate the infiltration of tumor immune cells, such as CD4+ and CD8+ T cells, thus strengthening the sensitivity to therapeutic strategies. In this review, we explained the relationship between pyroptosis and cancer immunology and focused on the significance of pyroptosis in immune regulation. We also proposed the future application of pyroptosis-associated biomarkers in basic research and clinical practices to address malignant behaviors. Exploration of the underlying mechanisms and biological functions of pyroptosis is critical for immune response and cancer immunotherapy.
Collapse
Affiliation(s)
- Wei Liu
- Department of Pathology, Xiangya Hospital, Central South University, Changsha, Hunan 410008, China
- Department of Orthopedic Surgery, The Second Hospital University of South China, Hengyang, Hunan 421001, China
| | - Jinwu Peng
- Department of Pathology, Xiangya Hospital, Central South University, Changsha, Hunan 410008, China
- Department of Pathology, Xiangya Changde Hospital, Changde, Hunan 415000, China
| | - Muzhang Xiao
- Department of Burn and Plastic Surgery, Xiangya Hospital, Central South University, Changsha, Hunan 410008, China
| | - Yuan Cai
- Department of Pathology, Xiangya Hospital, Central South University, Changsha, Hunan 410008, China
| | - Bi Peng
- Department of Pathology, Xiangya Hospital, Central South University, Changsha, Hunan 410008, China
| | - Wenqin Zhang
- Department of Pathology, Xiangya Changde Hospital, Changde, Hunan 415000, China
| | - Jianbo Li
- Department of Pathology, Xiangya Changde Hospital, Changde, Hunan 415000, China
| | - Fanhua Kang
- Department of Pathology, Xiangya Changde Hospital, Changde, Hunan 415000, China
| | - Qianhui Hong
- Department of Pathology, Xiangya Changde Hospital, Changde, Hunan 415000, China
| | - Qiuju Liang
- Department of Pharmacy, Xiangya Hospital, Central South University, Changsha, Hunan 410008, China
| | - Yuanliang Yan
- Department of Pharmacy, Xiangya Hospital, Central South University, Changsha, Hunan 410008, China
| | - Zhijie Xu
- Department of Pathology, Xiangya Hospital, Central South University, Changsha, Hunan 410008, China
- Department of Pathology, Xiangya Changde Hospital, Changde, Hunan 415000, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, Hunan 410008, China
| |
Collapse
|
10
|
Zhu B, Niu Y, Guo H, Jin X, Liu F. Pyroptosis and inflammation‑mediated endothelial dysfunction may act as key factors in the development of erectile dysfunction (Review). Mol Med Rep 2023; 28:165. [PMID: 37449500 PMCID: PMC10407613 DOI: 10.3892/mmr.2023.13052] [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: 01/23/2023] [Accepted: 05/12/2023] [Indexed: 07/18/2023] Open
Abstract
Erectile dysfunction (ED) is a prevalent disease that causes sexual dysfunction in males. Inflammation‑induced endothelial dysfunction is a fundamental pathophysiological symptom of ED, which is impacted by cell death. Pyroptosis is a type of programmed cell death mediated by the inflammasome that was discovered in inflammatory disorders. The activation of nucleotide‑binding oligomerization domain‑like receptors, particularly downstream inflammatory factors, such as IL‑1β and IL‑18, is indicative of caspase‑dependent pyroptosis. Although the underlying mechanisms of pyroptosis have been investigated in several disorders, the role of pyroptosis in ED remains to be fully elucidated. At present, studies on pyroptosis have focused on improving the understanding of ED pathogenesis and promoting the development of novel therapeutic options. The present review article aimed to discuss the literature surrounding the mechanisms underlying pyroptosis, and summarize the role of pyroptosis in the development and progression of inflammation‑mediated ED.
Collapse
Affiliation(s)
- Bingbing Zhu
- Department of Human Anatomy, School of Basic Medical Science, Xinjiang Medical University, Urumqi, Xinjiang Uygur Autonomous Region 830011, P.R. China
- Xinjiang Key Laboratory of Molecular Biology of Endemic Diseases, Urumqi, Xinjiang Uygur Autonomous Region 830011, P.R. China
| | - Yangjiu Niu
- Department of Human Anatomy, School of Basic Medical Science, Xinjiang Medical University, Urumqi, Xinjiang Uygur Autonomous Region 830011, P.R. China
- Xinjiang Key Laboratory of Molecular Biology of Endemic Diseases, Urumqi, Xinjiang Uygur Autonomous Region 830011, P.R. China
| | - Haoqiang Guo
- Department of Human Anatomy, School of Basic Medical Science, Xinjiang Medical University, Urumqi, Xinjiang Uygur Autonomous Region 830011, P.R. China
- Xinjiang Key Laboratory of Molecular Biology of Endemic Diseases, Urumqi, Xinjiang Uygur Autonomous Region 830011, P.R. China
| | - Xiufang Jin
- Department of Human Anatomy, School of Basic Medical Science, Xinjiang Medical University, Urumqi, Xinjiang Uygur Autonomous Region 830011, P.R. China
- Xinjiang Key Laboratory of Molecular Biology of Endemic Diseases, Urumqi, Xinjiang Uygur Autonomous Region 830011, P.R. China
| | - Fengxia Liu
- Department of Human Anatomy, School of Basic Medical Science, Xinjiang Medical University, Urumqi, Xinjiang Uygur Autonomous Region 830011, P.R. China
- Xinjiang Key Laboratory of Molecular Biology of Endemic Diseases, Urumqi, Xinjiang Uygur Autonomous Region 830011, P.R. China
| |
Collapse
|
11
|
Zhang H, Dong P, Fan H, Liang H, Zhang K, Zhao Y, Guo S, Schrodi SJ, Fan Y, Zhang D. Gene body hypomethylation of pyroptosis-related genes NLRP7, NLRP2, and NLRP3 facilitate non-invasive surveillance of hepatocellular carcinoma. Funct Integr Genomics 2023; 23:198. [PMID: 37273114 DOI: 10.1007/s10142-023-01114-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Revised: 05/12/2023] [Accepted: 05/18/2023] [Indexed: 06/06/2023]
Abstract
Programmed cell death (PCD) resistance is a key driver of cancer occurrence and development. The prognostic relevance of PCD-related genes in hepatocellular carcinoma (HCC) has attracted considerable attention in recent years. However, there is still a lack of efforts to compare the methylation status of different types of PCD genes in HCC and their roles in its surveillance. The methylation status of genes related to pyroptosis, apoptosis, autophagy, necroptosis, ferroptosis, and cuproptosis was analyzed in tumor and non-tumor tissues from TCGA. Whole-genome bisulfite sequencing (WGBS) data of paired tumor tissue and buffy coat samples were used to filter the potential interference of blood leukocytes in cell-free DNA (cfDNA). The WGBS data of healthy individuals' and early-stage HCC patients' cfDNA were analyzed to evaluate the distinguishing ability. The average gene body methylation (gbDNAme) of pyroptosis-related genes (PRGs) was significantly altered in HCC tissues relative to normal tissues, and their distinguishing ability was higher compared to the other types of PCD-related genes. The gbDNAme of NLRP7, NLRP2, and NLRP3 was reflective of the hypomethylation in HCC tissues, and methylation levels of NLRP3 correlated positively with its expression level (r=0.51). The candidate hypomethylated PRGs could discriminate between early HCC patients and healthy controls in cfDNA analysis with high accuracy (area under the receiver operation curve, AUC=0.94). Furthermore, the hypomethylation of PRGs was associated with poor prognosis of HCC. Gene body hypomethylation of PRGs is a promising biomarker for early HCC detection, monitoring of tumor recurrence, and prognosis prediction.
Collapse
Affiliation(s)
- Haikun Zhang
- Key Laboratory of Biomechanics and Mechanobiology, Ministry of Education, Beijing Advanced Innovation Center for Biomedical Engineering, School of Engineering Medicine, Beihang University, Beijing, 100191, China
| | - Peiling Dong
- Department of Hepatology, Beijing You'an Hospital Affiliated with Capital Medical University, Beijing, 100069, China
| | - Hailang Fan
- Key Laboratory of Biomechanics and Mechanobiology, Ministry of Education, Beijing Advanced Innovation Center for Biomedical Engineering, School of Engineering Medicine, Beihang University, Beijing, 100191, China
| | - Hao Liang
- Department of Medical Genetics, University of Wisconsin-Madison, Madison, WI, USA
| | - Ke Zhang
- SCG Cell Therapy Pte. Ltd, Singapore, Singapore
| | - Yaqian Zhao
- Key Laboratory of Biomechanics and Mechanobiology, Ministry of Education, Beijing Advanced Innovation Center for Biomedical Engineering, School of Engineering Medicine, Beihang University, Beijing, 100191, China
| | - Shicheng Guo
- Department of Medical Genetics, University of Wisconsin-Madison, Madison, WI, USA
| | - Steven J Schrodi
- Department of Medical Genetics, University of Wisconsin-Madison, Madison, WI, USA
| | - Yubo Fan
- Key Laboratory of Biomechanics and Mechanobiology, Ministry of Education, Beijing Advanced Innovation Center for Biomedical Engineering, School of Engineering Medicine, Beihang University, Beijing, 100191, China.
| | - Dake Zhang
- Key Laboratory of Biomechanics and Mechanobiology, Ministry of Education, Beijing Advanced Innovation Center for Biomedical Engineering, School of Engineering Medicine, Beihang University, Beijing, 100191, China.
| |
Collapse
|
12
|
Zhang ZF. A novel pyroptosis scoring model was associated with the prognosis and immune microenvironment of esophageal squamous cell carcinoma. Front Genet 2023; 13:1034606. [PMID: 36685978 PMCID: PMC9845255 DOI: 10.3389/fgene.2022.1034606] [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: 09/01/2022] [Accepted: 12/06/2022] [Indexed: 01/06/2023] Open
Abstract
The phenotype of pyroptosis has been extensively studied in a variety of tumors, but the relationship between pyroptosis and esophageal squamous cell carcinoma (ESCC) remains unclear. Here, 22 pyroptosis genes were downloaded from the website of Gene Set Enrichment Analysis (GSEA), 79 esophageal squamous cell carcinoma samples and GSE53625 containing 179 pairs of esophageal squamous cell carcinoma samples were collected from the Cancer Genome Atlas (TCGA) and the Gene Expression Omnibus (GEO), respectively. Then, pyroptosis subtypes of esophageal squamous cell carcinoma were obtained by cluster analysis according to the expression difference of pyroptosis genes, and a pyroptosis scoring model was constructed by the pyroptosis-related genes screened from different pyroptosis subtypes. Time-dependent receiver operator characteristic (timeROC) curves and the area under the curve (AUC) values were used to evaluate the prognostic predictive accuracy of the pyroptosis scoring model. Kaplan-Meier method with log-rank test were conducted to analyze the impact of the pyroptosis scoring model on overall survival (OS) of patients with esophageal squamous cell carcinoma. Nomogram models and calibration curves were used to further confirm the effect of the pyroptosis scoring model on prognosis. Meanwhile, CIBERSORTx and ESTIMATE algorithm were applied to calculate the influence of the pyroptosis scoring model on esophageal squamous cell carcinoma immune microenvironment. Our findings revealed that the pyroptosis scoring model established by the pyroptosis-related genes was associated with the prognosis and immune microenvironment of esophageal squamous cell carcinoma, which can be used as a biomarker to predict the prognosis and act as a potential target for the treatment of esophageal squamous cell carcinoma.
Collapse
Affiliation(s)
- Zhan-Fei Zhang
- Department of Cardiothoracic Surgery, Zhongshan People’s Hospital, Zhongshan, China,State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Department of Experimental Research, Sun Yat-Sen University Cancer Center, Guangzhou, China,*Correspondence: Zhan-Fei Zhang,
| |
Collapse
|
13
|
Gao J, Wang D, Yang Q, Tang M, Du J, He L, Liu W. The signature of pyroptosis-related gene prognostic and immune microenvironment in adrenocortical carcinoma. Front Mol Biosci 2023; 10:1131402. [PMID: 36911522 PMCID: PMC9998516 DOI: 10.3389/fmolb.2023.1131402] [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: 12/25/2022] [Accepted: 02/06/2023] [Indexed: 02/26/2023] Open
Abstract
Adrenocortical carcinoma (ACC) has a low incidence but a poor prognosis. And ACC has complex clinical manifestations and limited treatment. Pyroptosis has a dual character and has both positive and negative effects on cancer. However, the role of pyroptosis-related genes (PRGs) in ACC and the impact on ACC progression remains unelucidated. This study performed systematic bioinformatics analysis and basic experimental validation to enable the establishment of prognostic models and demonstrate levels of immune infiltration. Pearson's correlation analysis was used to assess the association of PRGs with tumor immune infiltration, tumor mutation burden (TMB), microsatellite instability (MSI), and immune checkpoints. There 4 PRGs were upregulated, and 25 PRGs were downregulated in ACC. At the same time, we analyzed and reviewed the genetic mutation variation landscape of PRGs. Functional enrichment analysis was also performed to clarify the function of PRGs. Pyroptosis, the inflammatory response, the Toll-like receptor signaling pathway, and the NOD-like receptor signaling pathway are the functions and pathways mainly involved and exerted effects by these 33 PRGs. The results of the prognosis analysis revealed high expression of CASP3, CASP9, GSDMB, GSDMD, NLRC4, PRKACA, and SCAF11 caused a poor survival rate for ACC patients. The above seven PRGs were screened by the optimal λ value of LASSO Cox analysis, and the five selected genes (CASP3, CASP9, GSDMB, GSDMD, NLRC4) were involved in constructing a prognostic PRGs model which enables the overall survival in ACC patients can be predicted with moderate to high accuracy. Prognostic PRGs, especially CASP9, which is the independent factor of ACC prognosis, may be closely correlated with immune-cell infiltration, tumor mutation burden, microsatellite instability, and immune checkpoints. Quantitative Real-Time PCR (qRT-PCR), Western blot and immunohistochemical were performed to validate the mRNA expression levels of CASP9 in adjacent normal tissues and ACC tissues. According to the result of immune checkpoints analysis, NLRC4 and GSDMB may be identified as potential therapeutic targets. In conclusion, we established a prognostic model of PRG characteristics in ACC and analyzed the relationship between PRGs and immune infiltration. Through our study, it may be helpful to find the mechanism of pyroptosis in ACC.
Collapse
Affiliation(s)
- Jun Gao
- Department of Urology, The Third Xiangya Hospital, Central South University, Changsha, China
| | - Dai Wang
- Xiangya School of Pharmacy, Central South University, Changsha, China
| | - Qingping Yang
- Department of Pharmacy, Zunyi Medical University, Zunyi, China
| | - Mengjie Tang
- Department of Pathology, Hunan Cancer Hospital, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China
| | - Jiayi Du
- Department of Pharmacy, Fuqing City Hospital of Fujian, Fuqing, China
| | - Leye He
- Department of Urology, The Third Xiangya Hospital, Central South University, Changsha, China
| | - Wei Liu
- Department of Pharmacy, The Third Xiangya Hospital, Central South University, Changsha, China
| |
Collapse
|
14
|
Zhang Y, Dai X, Li Z. Molecular subtypes of cuproptosis regulators and their correlation with clinical prognosis and immune response in glioma. Am J Transl Res 2022; 14:8085-8102. [PMID: 36505293 PMCID: PMC9730092] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Accepted: 10/26/2022] [Indexed: 12/15/2022]
Abstract
Cuproptosis is a newly described form of cell death. However, nothing is known about the roles of cuproptosis regulators in glioma. First, we explored the characteristics of cuproptosis molecular subtypes and relevant tumor microenvironment (TME) immune cell infiltration patterns in glioma. Using unsupervised clustering analysis, we identified two cuproptosis subtypes and three gene clusters that exhibited different clinical characteristics and TME cell infiltration patterns. Then, we developed and validated a cuproptosis-related prognostic model for predicting the overall survival of glioma patients. We established a risk score tool based on a nomogram to assess the clinical applicability of the cuproptosis model. A high cuproptosis risk score with high immune cell infiltration level, tumor mutation burden, gene alterations, and immunity activation had an unfavorable overall survival. Next, we identified possible competing endogenous ribonucleic acid regulatory networks based on significantly differentially expressed genes between high-risk and low-risk groups and screened several candidate small molecular compounds that may improve chemotherapy. Data from IMvigor and GSE78200 showed that the cuproptosis score affected the prognosis of patients who received immunotherapy. Our study indicated that cuproptosis regulators are involved in TME immune infiltration and impact the clinical prognosis in glioma. It is necessary for clinical practice to develop different therapeutic strategies according to the different phenotypes associated with immune response. The present findings provide new insight for improving immunotherapy strategies and individualized treatment in glioma.
Collapse
Affiliation(s)
- Yan Zhang
- Department of Pathology, The Second Affiliated Hospital of Zhengzhou UniversityZhengzhou, Henan Province, China
| | - Xuehui Dai
- Department of Cardiology, The First Affiliated Hospital of Zhengzhou UniversityZhengzhou, Henan Province, China
| | - Zhanzhan Li
- Department of Oncology, Xiangya Hospital, Central South UniversityChangsha, Hunan Province, China,National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South UniversityChangsha, Hunan Province, China
| |
Collapse
|
15
|
Wu J, Wang L, Xu J. The role of pyroptosis in modulating the tumor immune microenvironment. Biomark Res 2022; 10:45. [PMID: 35739593 PMCID: PMC9229852 DOI: 10.1186/s40364-022-00391-3] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Accepted: 06/03/2022] [Indexed: 12/12/2022] Open
Abstract
The tumor immune microenvironment (TIME) plays a key role in immunosuppression in cancer, which results in tumorigenesis and tumor progression, and contributes to insensitivity to chemotherapy and immunotherapy. Understanding the mechanism of TIME formation is critical for overcoming cancer. Pyroptosis exerts a dual role in modulating the TIME. In this review, we summarize the regulatory mechanisms of pyroptosis in modulating the TIME and the potential application of targeted pyroptosis therapy in the clinic. Several treatments targeting pyroptosis have been developed; however, the majority of treatments are still in preclinical studies. Only a few agents have been used in clinic, but the outcomes are unsatisfactory. More studies are necessary to determine the role of pyroptosis in cancer, and more research is required to realize the application of treatments targeting pyroptosis in the clinic.
Collapse
Affiliation(s)
- Jinxiang Wu
- Department of Pulmonary and Critical Care Medicine, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Lei Wang
- Department of Pancreatic Surgery, General Surgery, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong Province, China
| | - Jianwei Xu
- Department of Pancreatic Surgery, General Surgery, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong Province, China.
| |
Collapse
|