1
|
Liu Y, Liu S. Development and validation of a multiple myeloma diagnostic model based on systemic lupus erythematosus-associated genes and identification of specific genes. Discov Oncol 2025; 16:803. [PMID: 40382732 PMCID: PMC12086136 DOI: 10.1007/s12672-025-02555-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2024] [Accepted: 05/02/2025] [Indexed: 05/20/2025] Open
Abstract
BACKGROUND Monoclonal immunoglobulins are commonly found in multiple myeloma (MM), a prevalent hematologic malignancy that is currently incurable. In recent years, the association between systemic lupus erythematosus (SLE), an autoimmune disease, and MM has garnered increasing attention. However, there remains a lack of in-depth research regarding the interactions between these two conditions and their potential pathogenic mechanisms. Therefore, in order to improve the identification of MM associated with SLE, this work attempts to clarify the pathogenic pathways that are shared by MM and SLE and to develop corresponding diagnostic models. METHODS This study employs a comprehensive bioinformatics analysis combined with machine learning techniques to extract relevant data from public databases. We used GO and KEGG pathway analyses to investigate the functionalities and pathway enrichments of the DEGs that we found in MM and SLE populations. Furthermore, we used the STRING database to build a PPI network for the intersecting genes and the cytoHubba plugin in Cytoscape software to identify important genes with biological significance. To establish a diagnostic model for SLE-related MM, we compared 113 combinations of 12 machine learning algorithms, ultimately determining the optimal model. RESULTS Our analysis identified 63 intersecting genes, with 31 exhibiting upregulated expression and 32 showing downregulated expression. The selection of key genes indicated that nine genes met the criteria of having both Degree and MCC values exceeding 3, among which seven (CDH1, IL4, AURKB, HGF, H2BC9, AREG, TJP1) have previously been confirmed to have direct associations with MM. Notably, H2BC5 was identified as a specific gene associated with SLE-related MM. Our findings revealed that elevated expression of H2BC5 is significantly correlated with an increased risk of MM, suggesting its potential critical role in the diagnosis and identification of this malignancy. CONCLUSION A new molecular framework for the early diagnosis of MM, especially in SLE patients, is established by this study. Our findings highlight H2BC5 as a possible biomarker that merits more research into how it contributes to the development of MM. By identifying the shared pathogenic mechanisms between SLE and MM, our research offers new perspectives for future clinical interventions and personalized therapies.
Collapse
Affiliation(s)
- Yuepei Liu
- Chengdu University of Traditional Chinese Medicine, Chengdu, 610075, China
| | - Songshan Liu
- Department of Hematology, Affiliated Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, 610075, China.
| |
Collapse
|
2
|
Yıldırım Ç, Yay F, İmre A, Soysal O, Yıldırım HÇ. CXCL10, SCGN, and H2BC5 as Potential Key Genes Regulated by HCV Infection. Genes (Basel) 2024; 15:1502. [PMID: 39766770 PMCID: PMC11675613 DOI: 10.3390/genes15121502] [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: 10/11/2024] [Revised: 11/19/2024] [Accepted: 11/20/2024] [Indexed: 01/03/2025] Open
Abstract
Introduction: Hepatitis C infections are the main causes of fatal clinical conditions such as cirrhosis and HCC development, and biomarkers are needed to predict the development of these complications. Therefore, it is important to first determine which genes are deregulated in HCV-cells compared to healthy individuals. In our study, we aimed to identify the genes that are commonly upregulated or downregulated in HCV-infected cells using two different databases. Material and Method: In this study, differentially expressed genes (DEGs) that were commonly upregulated or downregulated were identified using publicly available databases GSE66842 and GSE84587. Afterwards, the interactions of DEG products with each other and other proteins were examined using the STRING database. Enrichment analyses of DEGs were performed using the Enrichr-KG web tool including the Gene Ontology Biological Process, KEGG, Jensen_DISEASES and DisGeNET libraries. miRNAs targeting DEGs were detected using miRDB and TargetScanHuman8.0. Results: In HCV-infected cells, the CXCL10 expression is increased in both databases, while the SCGN and H2BC5 (HIST1H2BD) expression is decreased. No direct interaction was found among CXCL10, SCGN, H2BC5 in the top ten proteins. CXCL10 is a member of Hepatitis C and viral protein interactions with cytokine and cytokine receptor KEGG pathways. H2BC5 is a member of viral carcinogenesis KEGG pathways. Predicted overlapping miRNAs targeted by common DEGs were as follows: 59 were where CXCL10 was the estimated target, 22 where SCGN was the estimated target and 29 where H2BC5 (HIST1H2BD) was the estimated target. Conclusions: Our study identified genes that were upregulated or downregulated in HCV-infected cells in both databases and miRNAs associated with these genes, using two different databases. This study creates groundwork for future studies to investigate whether these genes can predict HCV prognosis and HCV-associated HCC development.
Collapse
Affiliation(s)
- Çiğdem Yıldırım
- Department of Infectious Diseases and Clinical Microbiology, Nigde Training and Research Hospital, 51100 Nigde, Turkey; (A.İ.); (O.S.)
| | - Fatih Yay
- Clinical Biochemistry Laboratory, Nigde Training and Research Hospital, 51100 Nigde, Turkey;
| | - Ayfer İmre
- Department of Infectious Diseases and Clinical Microbiology, Nigde Training and Research Hospital, 51100 Nigde, Turkey; (A.İ.); (O.S.)
| | - Orçun Soysal
- Department of Infectious Diseases and Clinical Microbiology, Nigde Training and Research Hospital, 51100 Nigde, Turkey; (A.İ.); (O.S.)
| | - Hasan Çağrı Yıldırım
- Department of Medical Oncology, Nigde Training and Research Hospital, 51100 Nigde, Turkey;
| |
Collapse
|
3
|
Chen Z, Tang X, Li W, Li T, Huang J, Jiang Y, Qiu J, Huang Z, Tan R, Ji X, Lv L, Yang Z, Chen H. HIST1H2BK predicts neoadjuvant-chemotherapy response and mediates 5-fluorouracil resistance of gastric cancer cells. Transl Oncol 2024; 46:102017. [PMID: 38852277 PMCID: PMC11193040 DOI: 10.1016/j.tranon.2024.102017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2024] [Revised: 04/23/2024] [Accepted: 05/27/2024] [Indexed: 06/11/2024] Open
Abstract
BACKGROUND Neoadjuvant chemotherapy (NACT) is routinely used to treat patients with advanced gastric cancer (AGC). However, the identification of reliable markers to determine which AGC patients would benefit from NACT remains challenging. METHODS A systematic screening of plasma proteins between NACT-sensitive and NACT-resistant AGC patients was performed by a mass spectrometer (n = 6). The effect of the most differential plasma protein was validated in two independent cohorts with AGC patients undergoing NACT (ELISA cohort: n = 155; Validated cohort: n = 203). The expression of this candidate was examined in a cohort of AGC tissues using immunohistochemistry (n = 34). The mechanism of this candidate on 5-Fluorouracil (5-FU) resistance was explored by cell-biology experiments in vitro and vivo. RESULTS A series of differential plasma proteins between NACT-sensitive and NACT-resistant AGC patients was identified. Among them, plasma HIST1H2BK was validated as a significant biomarker for predicting NACT response and prognosis. Moreover, HIST1H2BK was over-expression in NACT-resistant tissues compared to NACT-sensitive tissues in AGC. Mechanistically, HIST1H2BK inhibited 5-FU-induced apoptosis by upregulating A2M transcription and then activating LRP/PI3K/Akt pathway, thereby promoting 5-FU resistance in GC cells. Intriguingly, HIST1H2BK-overexpressing 5-FU-resistant GC cells propagated resistance to 5-FU-sensitive GC cells through the secretion of HIST1H2BK. CONCLUSION This study highlights significant differences in plasma protein profiles between NACT-resistant and NACT-sensitive AGC patients. Plasma HIST1H2BK emerged as an effective biomarker for achieving more accurate NACT in AGC. The mechanism of intracellular and secreted HIST1H2BK on 5-FU resistance provided a novel insight into chemoresistance in AGC.
Collapse
Affiliation(s)
- Zijian Chen
- Department of General Surgery (Department of Gastrointestinal Surgery section 2), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China; Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China; Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China
| | - Xiaocheng Tang
- Department of General Surgery (Department of Gastrointestinal Surgery section 2), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China; Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China; Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China
| | - Weiyao Li
- Department of General Surgery (Department of Gastrointestinal Surgery section 2), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China; Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China; Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China
| | - Tuoyang Li
- Department of General Surgery (Department of Gastrointestinal Surgery section 2), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China; Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China; Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China
| | - Jintuan Huang
- Department of General Surgery (Department of Gastrointestinal Surgery section 2), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China; Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China; Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China
| | - Yingming Jiang
- Department of General Surgery (Department of Gastrointestinal Surgery section 2), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China; Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China; Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China
| | - Jun Qiu
- Department of General Surgery (Department of Gastrointestinal Surgery section 2), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China; Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China; Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China
| | - Zhenze Huang
- Department of General Surgery (Department of Gastrointestinal Surgery section 2), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China; Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China; Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China
| | - Rongchang Tan
- Department of General Surgery (Department of Gastrointestinal Surgery section 2), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China; Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China; Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China
| | - Xiang Ji
- Department of General Surgery (Department of Gastrointestinal Surgery section 2), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China; Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China; Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China
| | - Li Lv
- Department of General Surgery (Department of Gastrointestinal Surgery section 2), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China; Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China; Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China
| | - Zuli Yang
- Department of General Surgery (Department of Gastrointestinal Surgery section 2), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China; Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China; Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China.
| | - Hao Chen
- Department of General Surgery (Department of Gastrointestinal Surgery section 2), The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China; Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China; Biomedical Innovation Center, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China.
| |
Collapse
|
4
|
Wang XJ, Chen JP, Qiao XW, Meng WY, Wang YW, Meng YC, Zhao R, Lin W, Liao YD, Xiao H, Mei PY. Diagnostic Value of GDF10 for the Tumorigenesis and Immune Infiltration in Lung Squamous Cell Carcinoma. Curr Med Sci 2024; 44:309-327. [PMID: 38517673 DOI: 10.1007/s11596-023-2806-6] [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: 06/27/2023] [Accepted: 10/09/2023] [Indexed: 03/24/2024]
Abstract
OBJECTIVE Lung squamous cell carcinoma (LUSC) is associated with a low survival rate. Evidence suggests that bone morphogenetic proteins (BMPs) and their receptors (BMPRs) play crucial roles in tumorigenesis and progression. However, a comprehensive analysis of their role in LUSC is lacking. Our study aimed to explore the relationship between BMPs/BMPRs expression levels and the tumorigenesis and prognosis of LUSC. METHODS The "R/Limma" package was utilized to analyze the differential expression characteristics of BMPs/BMPRs in LUSC, using data from TCGA, GTEx, and GEO databases. Concurrently, the "survminer" packages were employed to investigate their prognostic value and correlation with clinical features in LUSC. The core gene associated with LUSC progression was further explored through weighted gene correlation network analysis (WGCNA). LASSO analysis was conducted to construct a prognostic risk model for LUSC. Clinical specimens were examined by immunohistochemical analysis to confirm the diagnostic value in LUSC. Furthermore, based on the tumor immune estimation resource database and tumor-immune system interaction database, the role of the core gene in the tumor microenvironment of LUSC was explored. RESULTS GDF10 had a significant correlation only with the pathological T stage of LUSC, and the protein expression level of GDF10 decreased with the tumorigenesis of LUSC. A prognostic risk model was constructed with GDF10 as the core gene and 5 hub genes (HRASLS, HIST1H2BH, FLRT3, CHEK2, and ALPL) for LUSC. GDF10 showed a significant positive correlation with immune cell infiltration and immune checkpoint expression. CONCLUSION GDF10 might serve as a diagnostic biomarker reflecting the tumorigenesis of LUSC and regulating the tumor immune microenvironment to guide more effective treatment for LUSC.
Collapse
Affiliation(s)
- Xiao-Jun Wang
- Department of Thoracic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Jia-Ping Chen
- Department of Thoracic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Xin-Wei Qiao
- Department of Thoracic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Wang-Yang Meng
- Department of Thoracic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Yang-Wei Wang
- Department of Thoracic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Yun-Chong Meng
- Department of Thoracic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Rong Zhao
- Department of Thoracic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Wei Lin
- Department of Thoracic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Yong-de Liao
- Department of Thoracic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.
| | - Han Xiao
- Department of Thoracic Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250021, China.
| | - Pei-Yuan Mei
- Department of Thoracic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.
| |
Collapse
|
5
|
Bai H, Cheng L, Liu W, Xu WY, Huo Y, Diao L, Ji H, Xiong L. Genetic alterations predict poor efficacy, outcomes and resistance to second-line osimertinib treatment in non-small cell lung cancer. Am J Cancer Res 2024; 14:33-51. [PMID: 38323283 PMCID: PMC10839301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Accepted: 01/01/2024] [Indexed: 02/08/2024] Open
Abstract
The genetic heterogeneity of non-small cell lung cancer (NSCLC) may impact clinical response and outcomes to targeted therapies. In second-line osimertinib treatment for NSCLC, real-world data on genetic biomarkers for treatment efficacy and prognosis remain incomplete. This real-world study involved 68 NSCLC patients receiving first-generation epidermal growth factor receptor tyrosine kinase inhibitors (EGFR-TKIs). All of these patients developed resistance, and 49 of them subsequently underwent second-line osimertinib treatment. A 639-gene DNA panel was employed to assess the impact of molecular alterations on treatment efficacy, clinical outcomes and resistance. The findings showed that the median progression-free survival (PFS) for second-line osimertinib therapy was 13.3 months. Genes alterations such as P21 (RAC1) activated kinase 5 (PAK5), RNA binding motif protein 10 (RBM10), and EPH receptor A3 (EPHA3) mutations were associated with significantly shorter PFS in osimertinib therapy. At multivariate analysis, they were all independent risk predictors of shorter PFS. Additionally, the median overall survival (OS) for osimertinib was 26.2 months. Glutamate ionotropic receptor NMDA type subunit 2A (GRIN2A), hepatocyte growth factor (HGF), and RBM10 mutations were significantly associated with poorer OS in osimertinib treatment. The multivariate analysis demonstrated that only RBM10 mutation emerged as an independent risk predictor of shorter OS. In vitro experiments showed that RBM10 mutations could promote the proliferation and migration ability of NSCLC cells and reduced cell apoptosis. The resistance mechanisms to osimertinib were heterogeneous. Histone cluster 1 H2B family member D (HIST1H2BD) acted as a novel resistance mechanism to osimertinib. Previously unreported HIST1H2BD mutations (p.K25Q and p.E36D) were detected in the NSCLC tissues. In vitro experiments confirmed that HIST1H2BD mutations led to resistance to osimertinib. In summary, we demonstrate that genetic biomarkers, such as PAK5, RBM10, and EPHA3, are independent predictors of PFS in second-line osimertinib treatment, with RBM10 emerging as an independent predictor of OS. Additionally, HIST1H2BD represents a novel resistance mutation to osimertinib. All of these findings offer valuable insights for making personalized treatment strategies for NSCLC patients.
Collapse
Affiliation(s)
- Hao Bai
- Department of Pulmonary and Critical Care Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University School of MedicineShanghai 200030, P. R. China
| | - Lei Cheng
- Department of Pulmonary and Critical Care Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University School of MedicineShanghai 200030, P. R. China
| | - Wanting Liu
- Department of Pulmonary and Critical Care Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University School of MedicineShanghai 200030, P. R. China
| | - Wang-Yang Xu
- Singlera Genomics Ltd.Shanghai 201203, P. R. China
| | - Yingying Huo
- Singlera Genomics Ltd.Shanghai 201203, P. R. China
| | - Le Diao
- Singlera Genomics Ltd.Shanghai 201203, P. R. China
| | - Hao Ji
- Department of Respiratory and Critical Care Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University School of MedicineShanghai 200030, P. R. China
- Department of Healthcare Associated Infection Management, Shanghai Chest Hospital, Shanghai Jiao Tong University School of MedicineShanghai 200030, P. R. China
| | - Liwen Xiong
- Department of Pulmonary and Critical Care Medicine, Shanghai Chest Hospital, Shanghai Jiao Tong University School of MedicineShanghai 200030, P. R. China
| |
Collapse
|
6
|
Hou JY, Li N, Wang J, Gao LJ, Chang JS, Cao JM. Histone crotonylation of peripheral blood mononuclear cells is a potential biomarker for diagnosis of colorectal cancer. Epigenetics Chromatin 2023; 16:35. [PMID: 37749610 PMCID: PMC10521402 DOI: 10.1186/s13072-023-00509-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Accepted: 09/17/2023] [Indexed: 09/27/2023] Open
Abstract
BACKGROUND Blood-based tests have public appeal in screening cancers due to their minimally invasive nature, ability to integrate with other routine blood tests, and high compliance. This study aimed to investigate whether certain epigenetic modulation of peripheral blood mononuclear cells (PBMCs) could be a biomarker of colorectal cancer (CRC). RESULTS Western blotting of histones in the PBMCs from 40 colorectal cancer patients and 40 healthy controls was performed to identify the crotonylation sites of proteins. The correlation of crotonylation with tumor staging and diagnostic efficacy were analyzed. Crotonylation of H2BK12 (H2BK12cr) was identified significantly upregulated in the PBMCs of CRC patients compared to healthy controls, and were closely related to distant metastasis (P = 0.0478) and late TNM stage (P = 0.0201). Receiver operator characteristic curve (ROC) analysis demonstrated that the area under curve (AUC) of H2BK12cr was 0.8488, the sensitivity was 70%, and the specificity was 92.5%. The H2BK12cr parameter significantly increased the diagnostic effectiveness of CRC compared with the commercial carcinoembryonic antigen assays. CONCLUSIONS The H2BK12cr level in PBMCs of CRC patients has a potential to be a biomarker for distinguishing CRC patients from healthy controls with the advantages of easy operation and high diagnostic efficacy.
Collapse
Affiliation(s)
- Jia-Yi Hou
- Department of Clinical Laboratory, Shanxi Provincial Academy of Traditional Chinese Medicine, Taiyuan, China
| | - Ning Li
- Department of Gastrointestinal and Pancreatic Surgery and Hernia and Abdominal Surgery, Shanxi Provincial People's Hospital, Taiyuan, China
| | - Jie Wang
- Key Laboratory of Cellular Physiology at Shanxi Medical University, Ministry of Education, Key Laboratory of Cellular Physiology of Shanxi Province, and the Department of Physiology, Shanxi Medical University, Taiyuan, China
| | - Li-Juan Gao
- Key Laboratory of Cellular Physiology at Shanxi Medical University, Ministry of Education, Key Laboratory of Cellular Physiology of Shanxi Province, and the Department of Physiology, Shanxi Medical University, Taiyuan, China
| | - Jia-Song Chang
- Key Laboratory of Cellular Physiology at Shanxi Medical University, Ministry of Education, Key Laboratory of Cellular Physiology of Shanxi Province, and the Department of Physiology, Shanxi Medical University, Taiyuan, China
| | - Ji-Min Cao
- Key Laboratory of Cellular Physiology at Shanxi Medical University, Ministry of Education, Key Laboratory of Cellular Physiology of Shanxi Province, and the Department of Physiology, Shanxi Medical University, Taiyuan, China.
| |
Collapse
|
7
|
Saetang J, Sukkapat P, Mittal A, Julamanee J, Khopanlert W, Maneechai K, Nazeer RA, Sangkhathat S, Benjakul S. Proteome Analysis of the Antiproliferative Activity of the Novel Chitooligosaccharide-Gallic Acid Conjugate against the SW620 Colon Cancer Cell Line. Biomedicines 2023; 11:1683. [PMID: 37371778 PMCID: PMC10296375 DOI: 10.3390/biomedicines11061683] [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: 05/09/2023] [Revised: 06/07/2023] [Accepted: 06/08/2023] [Indexed: 06/29/2023] Open
Abstract
Chitooligosaccharide (COS) and gallic acid (GA) are natural compounds with anti-cancer properties, and their conjugate (COS-GA) has several biological activities. Herein, the anti-cancer activity of COS-GA in SW620 colon cancer cells was investigated. MTT assay was used to evaluate cell viability after treatment with 62.5, 122, and 250 µg/mL of COS, GA, and COS-GA for 24 and 48 h. The number of apoptotic cells was determined using flow cytometry. Proteomic analysis was used to explore the mechanisms of action of different compounds. COS-GA and GA showed a stronger anti-cancer effect than COS by reducing SW620 cell proliferation at 125 and 250 µg/mL within 24 h. Flow cytometry revealed 20% apoptosis after COS-GA treatment for 24 h. Thus, GA majorly contributed to the enhanced anti-cancer activity of COS via conjugation. Proteomic analysis revealed alterations in protein translation and DNA duplication in the COS group and the structural constituents of the cytoskeleton, intermediate filament organization, the mitochondrial nucleoid, and glycolytic processes in the COS-GA group. Anti-cancer-activity-related proteins were altered, including CLTA, HSPA9, HIST2H2BF, KRT18, HINT1, DSP, and VIM. Overall, the COS-GA conjugate can serve as a potential anti-cancer agent for the safe and effective treatment of colon cancer.
Collapse
Affiliation(s)
- Jirakrit Saetang
- International Center of Excellence in Seafood Science and Innovation, Faculty of Agro-Industry, Prince of Songkla University, Hat Yai 90110, Songkhla, Thailand; (J.S.); (P.S.); (A.M.)
| | - Phutthipong Sukkapat
- International Center of Excellence in Seafood Science and Innovation, Faculty of Agro-Industry, Prince of Songkla University, Hat Yai 90110, Songkhla, Thailand; (J.S.); (P.S.); (A.M.)
| | - Ajay Mittal
- International Center of Excellence in Seafood Science and Innovation, Faculty of Agro-Industry, Prince of Songkla University, Hat Yai 90110, Songkhla, Thailand; (J.S.); (P.S.); (A.M.)
| | - Jakrawadee Julamanee
- Stem Cell Laboratory, Hematology Unit, Division of Internal Medicine, Faculty of Medicine, Prince of Songkla University, Hat Yai 90110, Songkhla, Thailand; (J.J.); (W.K.); (K.M.)
| | - Wannakorn Khopanlert
- Stem Cell Laboratory, Hematology Unit, Division of Internal Medicine, Faculty of Medicine, Prince of Songkla University, Hat Yai 90110, Songkhla, Thailand; (J.J.); (W.K.); (K.M.)
| | - Kajornkiat Maneechai
- Stem Cell Laboratory, Hematology Unit, Division of Internal Medicine, Faculty of Medicine, Prince of Songkla University, Hat Yai 90110, Songkhla, Thailand; (J.J.); (W.K.); (K.M.)
| | - Rasool Abdul Nazeer
- Biopharmaceuticals Lab, Department of Biotechnology, School of Bioengineering, SRM Institute of Science and Technology, Kattankulathur, Chennai 603203, Tamilnadu, India;
| | - Surasak Sangkhathat
- Department of Surgery, Faculty of Medicine, Prince of Songkla University, Hat Yai 90110, Songkhla, Thailand;
- Translational Medicine Research Center, Faculty of Medicine, Prince of Songkla University, Hat Yai 90110, Songkhla, Thailand
| | - Soottawat Benjakul
- International Center of Excellence in Seafood Science and Innovation, Faculty of Agro-Industry, Prince of Songkla University, Hat Yai 90110, Songkhla, Thailand; (J.S.); (P.S.); (A.M.)
- Department of Food and Nutrition, Kyung Hee University, Seoul 02447, Republic of Korea
| |
Collapse
|
8
|
Sun Y, Shi Y, Liu H, Lv C, Zhang A. The role of poly (ADP-ribose) glycohydrolase in phosphatase and tensin homolog deficiency endometrial cancer. J Obstet Gynaecol Res 2023; 49:1244-1254. [PMID: 36759425 DOI: 10.1111/jog.15563] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Accepted: 01/12/2023] [Indexed: 02/11/2023]
Abstract
AIM To explore the relationship between poly(ADP-ribose) glycohydrolase (PARG) and the occurrence, development, and prognosis of endometrial carcinoma (EC), and investigate whether the PARG inhibitor PDD0017273 could increase the sensitivity of EC cells to cisplatin. METHODS The expression of PARG, phosphatase and tensin homolog (PTEN), and p53 in normal endometrial tissues (NE), endometrial hyperplasia without atypia (EH), atypical endometrial hyperplasia (AH), and EC was detected by immunohistochemistry. AN3CA EC cells with PTEN deficiency were treated with different cisplatin and PDD0017273, alone or in combination. Cell proliferation was detected by MTT method, apoptosis was detected by flow cytometry, and the expression of PARG in EC cells after treatment with different drugs was detected by western blot and immunohistochemistry. RESULTS Expression of PARG in NE, EH, AH, and EC increased gradually. In addition, compared with low PARG expression in PTEN-positive EC, patients who had high PARG expression in PTEN-negative EC had more advanced clinical stages (r = -0.399, p = 0.032) and shorter overall survival time (p = 0.037). A dose of 40 μM PDD0017273 effectively inhibited PARG expression, increased the sensitivity of AN3CA cells to cisplatin. CONCLUSIONS The findings suggest that PARG overexpression is a promising immunohistochemical marker to predict the occurrence and prognosis of EC. Moreover, PARG inhibition produced antitumor effects and increased the sensitivity of EC cells with PTEN deficiency to cisplatin.
Collapse
Affiliation(s)
- Yanyan Sun
- Department of Gynecology, The Third Central Hospital of Tianjin, Tianjin, China
| | - Yi Shi
- Department of Gynecology, The Third Central Hospital of Tianjin, Tianjin, China
| | - Hui Liu
- Artificial Cell Engineering Technology Research Center, Tianjin, China.,Tianjin Institute of Hepatobiliary Disease, Tianjin, China.,Tianjin Key Laboratory of Extracorporeal Life Support for Critical Diseases, Tianjin, China
| | - Chunmei Lv
- Department of Gynecology, The Third Central Hospital of Tianjin, Tianjin, China
| | - Aihua Zhang
- Department of Gynecology, The Third Central Hospital of Tianjin, Tianjin, China
| |
Collapse
|
9
|
Zhang K, Zhang C, Wang K, Teng X, Chen M. Identifying diagnostic markers and constructing a prognostic model for small-cell lung cancer based on blood exosome-related genes and machine-learning methods. Front Oncol 2022; 12:1077118. [PMID: 36620585 PMCID: PMC9814973 DOI: 10.3389/fonc.2022.1077118] [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: 10/22/2022] [Accepted: 12/12/2022] [Indexed: 12/24/2022] Open
Abstract
Background Small-cell lung cancer (SCLC) usually presents as an extensive disease with a poor prognosis at the time of diagnosis. Exosomes are rich in biological information and have a powerful impact on tumor progression and metastasis. Therefore, this study aimed to screen for diagnostic markers of blood exosomes in SCLC patients and to build a prognostic model. Methods We identified blood exosome differentially expressed (DE) RNAs in the exoRBase cohort and identified feature RNAs by the LASSO, Random Forest, and SVM-REF three algorithms. Then, we identified DE genes (DEGs) between SCLC tissues and normal lung tissues in the GEO cohort and obtained exosome-associated DEGs (EDEGs) by intersection with exosomal DEmRNAs. Finally, we performed univariate Cox, LASSO, and multivariate Cox regression analyses on EDEGs to construct the model. We then compared the patients' overall survival (OS) between the two risk groups and assessed the independent prognostic value of the model using receiver operating characteristic (ROC) curve analysis. Results We identified 952 DEmRNAs, 210 DElncRNAs, and 190 DEcircRNAs in exosomes and identified 13 feature RNAs with good diagnostic value. Then, we obtained 274 EDEGs and constructed a risk model containing 7 genes (TBX21, ZFHX2, HIST2H2BE, LTBP1, SIAE, HIST1H2AL, and TSPAN9). Low-risk patients had a longer OS time than high-risk patients. The risk model can independently predict the prognosis of SCLC patients with the areas under the ROC curve (AUCs) of 0.820 at 1 year, 0.952 at 3 years, and 0.989 at 5 years. Conclusions We identified 13 valuable diagnostic markers in the exosomes of SCLC patients and constructed a new promising prognostic model for SCLC.
Collapse
|
10
|
Du Z, You S, Yang D, Tao Y, Zhu Y, Sun W, Chen Z, Li J. Comprehensive analysis of the NAC transcription factor gene family in Kandelia obovata reveals potential members related to chilling tolerance. FRONTIERS IN PLANT SCIENCE 2022; 13:1048822. [PMID: 36466244 PMCID: PMC9714628 DOI: 10.3389/fpls.2022.1048822] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Accepted: 11/03/2022] [Indexed: 06/17/2023]
Abstract
BACKGROUND Kandelia obovata is an important mangrove species extensively distributed in Eastern Asia that is susceptible to low-temperature stress. NAC (NAM, ATAF1/2 and CUC2) domain proteins are transcription factors (TFs) that play various roles in plant growth and development and in the plant response to environmental stresses. Nevertheless, genome-wide analyses of K. obovata NAC genes (KoNACs) and their responses to chilling stress have rarely been studied. METHODS The KoNAC gene family was identified and characterized using bioinformatic analysis, the subcellular location of some NAC proteins was confirmed using confocal microscopy analysis, and the KoNACs that responded to chilling stress were screened using RNA-seq and qRT-PCR analysis. RESULTS A total of 79 KoNACs were identified, and they were unequally distributed across all 18 chromosomes of K. obovata. The KoNAC proteins could be divided into 16 subgroups according to the phylogenetic tree based on NAC family members of Arabidopsis thaliana. The KoNACs exhibited greater synteny with A. thaliana sequences than with Oryza sativa sequences, indicating that KoNACs underwent extensive evolution after the divergence of dicotyledons and monocotyledons. Segmental duplication was the main driving force of the expansions of KoNAC genes. Confocal microscopy analysis verified that the four randomly selected KoNACs localized to the nucleus, indicating the accuracy of the bioinformatic predictions. Tissue expression pattern analysis demonstrated that some KoNAC genes showed tissue-specific expression, suggesting that these KoNACs might be important for plant development and growth. Additionally, the expression levels of 19 KoNACs were significantly (15 positively and 4 negatively) induced by cold treatment, demonstrating that these KoNACs might play important roles during cold stress responses and might be candidate genes for the genetic engineering of K. obovata with enhanced chilling stress tolerance. Coexpression network analysis revealed that 381 coexpressed pairs (between 13 KoNACs and 284 other genes) were significantly correlated. CONCLUSIONS Seventy-nine KoNACs were identified in K. obovata, nineteen of which displayed chilling-induced expression patterns. These genes may serve as candidates for functional analyses of KoNACs engaged in chilling stress. Our results lay the foundation for evolutionary analyses of KoNACs and their molecular mechanisms in response to environmental stress.
Collapse
Affiliation(s)
- Zhaokui Du
- Zhejiang Provincial Key Laboratory of Plant Evolutionary Ecology and Conservation, Taizhou University, Taizhou, China
| | - Shixian You
- Section of Maritime Space and Island Management, Yuhuan Municipal Bureau of Natural Resources and Planning, Yuhuan, China
| | - Dang Yang
- Zhejiang Provincial Key Laboratory of Plant Evolutionary Ecology and Conservation, Taizhou University, Taizhou, China
| | - Yutian Tao
- Zhejiang Provincial Key Laboratory of Plant Evolutionary Ecology and Conservation, Taizhou University, Taizhou, China
| | - Yunxiao Zhu
- Zhejiang Provincial Key Laboratory of Plant Evolutionary Ecology and Conservation, Taizhou University, Taizhou, China
| | - Wen Sun
- Zhejiang Provincial Key Laboratory of Plant Evolutionary Ecology and Conservation, Taizhou University, Taizhou, China
| | - Zhengman Chen
- Department of Security Production Management, Taizhou Circular Economy Development Co., Ltd., Taizhou, China
| | - Junmin Li
- Zhejiang Provincial Key Laboratory of Plant Evolutionary Ecology and Conservation, Taizhou University, Taizhou, China
| |
Collapse
|
11
|
Hou Z, Li A, Huang C. Genome-wide identification, characterization and expression of HSP 20 gene family in dove. Front Genet 2022; 13:1011676. [PMID: 36267407 PMCID: PMC9576933 DOI: 10.3389/fgene.2022.1011676] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Accepted: 09/15/2022] [Indexed: 11/26/2022] Open
Abstract
Davidia involucrata is a significant living fossil with high abiotic stress tolerance. Although heat shock protein 20 (HSP20) has already been linked to heat stress, nothing is known about HSP20 family protein activities in D. involucrata. The functional dynamics of the D. involucrata HSP20 (DiHSP20) gene family were identified and characterized using a thorough genome-wide investigation. From the genome of D. involucrata, a total of 42 HSP20 genes were identified, which are distributed across 16 chromosomes. The DiHSP20 proteins were grouped into seven separate subfamilies by our phylogenetic analysis, which was validated by the conserved motif composition and gene structure studies. Segmental duplication events were shown to play a crucial role in the expansion of the DiHSP20 gene family. Synteny analysis revealed that 19 DiHSP20 genes of D. involucrata shared a syntenic connection with Arabidopsis genes, 39 with C. acuminata genes, and just 6 with O. sativa genes. Additionally, heat stress differently enhanced the expression levels of D. involucrata HSP20 genes. After 1 hour of heat treatment, the expression levels of most DiHSP20 genes, particularly DiHSP20-7, DiHSP20-29, DiHSP20-30, DiHSP20-32, and DiHSP20-34, were dramatically increased, suggestted that they might be employed as heat tolerance candidate genes. Overall, these findings add to our knowledge of the HSP20 family genes and provide helpful information for breeding heat stress resistance in D. involucrata.
Collapse
Affiliation(s)
- Zhe Hou
- College of Landscape Engineering, SuZhou Polytechnic Institute of Agriculture, Suzhou, China
- Key Laboratory of Southwest China Wildlife Resources Conservation (Ministry of Education), College of Life Science, China West Normal University, Nanchong, China
| | - Ang Li
- College of Landscape Engineering, SuZhou Polytechnic Institute of Agriculture, Suzhou, China
| | - Changbing Huang
- College of Landscape Engineering, SuZhou Polytechnic Institute of Agriculture, Suzhou, China
- *Correspondence: Changbing Huang,
| |
Collapse
|
12
|
Guo TA, Lai HY, Li C, Li Y, Li YC, Jin YT, Zhang ZZ, Huang HB, Huang SL, Xu Y. Plasma Extracellular Vesicle Long RNAs Have Potential as Biomarkers in Early Detection of Colorectal Cancer. Front Oncol 2022; 12:829230. [PMID: 35480120 PMCID: PMC9037372 DOI: 10.3389/fonc.2022.829230] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2021] [Accepted: 03/07/2022] [Indexed: 11/13/2022] Open
Abstract
Background Early detection of colorectal cancer (CRC) is crucial to the treatment and prognosis of patients. Traditional screening methods have disadvantages. Methods 231 blood samples were collected from 86 CRC, 56 colorectal adenoma (CRA), and 89 healthy individuals, from which extracellular vesicle long RNAs (exLRs) were isolated and sequenced. An CRC diagnostic signature (d-signature) was established, and prognosis-associated cell components were evaluated. Results The exLR d-signature for CRC was established based on 17 of the differentially expressed exLRs. The d-signature showed high diagnostic efficiency of CRC and control (CRA and healthy) samples with an area under the curve (AUC) of 0.938 in the training cohort, 0.943 in the validation cohort, and 0.947 in an independent cohort. The d-signature could effectively differentiate early-stage (stage I–II) CRC from healthy individuals (AUC 0.990), as well as differentiating CEA-negative CRC from healthy individuals (AUC 0.988). A CRA d-signature was also generated and could differentiate CRA from healthy individuals both in the training (AUC 0.993) and validation (AUC 0.978) cohorts. The enrichment of class-switched memory B-cells, B-cells, naive B-cells, and mast cells showed increasing trends between CRC, CRA, and healthy cohorts. Class-switched memory B-cells, mast cells, and basophils were positively associated with CRC prognosis while natural killer T-cells, naive B-cells, immature dendritic cells, and lymphatic endothelial cells were negatively associated with prognosis. Conclusions Our study identified that the exLR d-signature could differentiate CRC from CRA and healthy individuals with high efficiency and exLR profiling also has potential in CRA screening and CRC prognosis prediction.
Collapse
Affiliation(s)
- Tian-An Guo
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Shanghai Key Laboratory of Medical Epigenetics, the International Co-Laboratory of Medical Epigenetics and Metabolism, Ministry of Science and Technology, Institutes of Biomedical Sciences, Fudan University, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Hong-Yan Lai
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Shanghai Key Laboratory of Medical Epigenetics, the International Co-Laboratory of Medical Epigenetics and Metabolism, Ministry of Science and Technology, Institutes of Biomedical Sciences, Fudan University, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Cong Li
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Shanghai Key Laboratory of Medical Epigenetics, the International Co-Laboratory of Medical Epigenetics and Metabolism, Ministry of Science and Technology, Institutes of Biomedical Sciences, Fudan University, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Yan Li
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Shanghai Key Laboratory of Medical Epigenetics, the International Co-Laboratory of Medical Epigenetics and Metabolism, Ministry of Science and Technology, Institutes of Biomedical Sciences, Fudan University, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Yu-Chen Li
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Shanghai Key Laboratory of Medical Epigenetics, the International Co-Laboratory of Medical Epigenetics and Metabolism, Ministry of Science and Technology, Institutes of Biomedical Sciences, Fudan University, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Yu-Tong Jin
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- Department of Biostatistics and Bioinformatics, Emory University, Atlanta, GA, United States
| | - Zhao-Zhen Zhang
- Department of Biostatistics and Bioinformatics, Emory University, Atlanta, GA, United States
- Department of Endoscopy, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Hao-Bo Huang
- Department of Blood Transfusion, Fujian Medical University Union Hospital, Fuzhou, China
| | - Sheng-Lin Huang
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Shanghai Key Laboratory of Medical Epigenetics, the International Co-Laboratory of Medical Epigenetics and Metabolism, Ministry of Science and Technology, Institutes of Biomedical Sciences, Fudan University, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- *Correspondence: Ye Xu, ; Sheng-Lin Huang,
| | - Ye Xu
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
- Shanghai Key Laboratory of Medical Epigenetics, the International Co-Laboratory of Medical Epigenetics and Metabolism, Ministry of Science and Technology, Institutes of Biomedical Sciences, Fudan University, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
- *Correspondence: Ye Xu, ; Sheng-Lin Huang,
| |
Collapse
|
13
|
Du Z, You S, Zhao X, Xiong L, Li J. Genome-Wide Identification of WRKY Genes and Their Responses to Chilling Stress in Kandelia obovata. Front Genet 2022; 13:875316. [PMID: 35432463 PMCID: PMC9008847 DOI: 10.3389/fgene.2022.875316] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Accepted: 03/11/2022] [Indexed: 11/25/2022] Open
Abstract
Background:Kandelia obovata, a dominant mangrove species, is widely distributed in tropical and subtropical areas. Low temperature is the major abiotic stress that seriously limits the survival and growth of mangroves. WRKY transcription factors (TFs) play vital roles in responses to biotic and abiotic stresses. However, genome-wide analysis of WRKY genes in K. obovata and their responses to chilling stress have not been reported. Methods: Bioinformatic analysis was used to identify and characterize the K. obovata WRKY (KoWRKY) gene family, RNA-seq and qRT–PCR analyses were employed to screen KoWRKYs that respond to chilling stress. Results: Sixty-four KoWRKYs were identified and they were unevenly distributed across all 18 K. obovata chromosomes. Many orthologous WRKY gene pairs were identified between Arabidopsis thaliana and K. obovata, showing high synteny between the two genomes. Segmental duplication events were found to be the major force driving the expansion for the KoWRKY gene family. Most of the KoWRKY genes contained several kinds of hormone- and stress-responsive cis-elements in their promoter. KoWRKY proteins belonged to three groups (I, II, III) according to their conserved WRKY domains and zinc-finger structure. Expression patterns derived from the RNA-seq and qRT–PCR analyses revealed that 9 KoWRKYs were significantly upregulated during chilling acclimation in the leaves. KEGG pathway enrichment analysis showed that the target genes of KoWRKYs were significantly involved in 11 pathways, and coexpression network analysis showed that 315 coexpressed pairs (KoWRKYs and mRNAs) were positively correlated. Conclusion: Sixty-four KoWRKYs from the K. obovata genome were identified, 9 of which exhibited chilling stress-induced expression patterns. These genes represent candidates for future functional analysis of KoWRKYs involved in chilling stress related signaling pathways in K. obovata. Our results provide a basis for further analysis of KoWRKY genes to determine their functions and molecular mechanisms in K. obovata in response to chilling stress.
Collapse
Affiliation(s)
- Zhaokui Du
- Zhejiang Provincial Key Laboratory of Plant Evolutionary Ecology and Conservation, Taizhou University, Taizhou, China
| | - Shixian You
- Yuhuan Municipal Bureau of Natural Resources and Planning, Yuhuan, China
| | - Xin Zhao
- Marine Academy of Zhejiang Province, Hangzhou, China
| | - Lihu Xiong
- Marine Academy of Zhejiang Province, Hangzhou, China
| | - Junmin Li
- Zhejiang Provincial Key Laboratory of Plant Evolutionary Ecology and Conservation, Taizhou University, Taizhou, China
- *Correspondence: Junmin Li,
| |
Collapse
|
14
|
Goodman S, Chappell G, Guyton KZ, Pogribny IP, Rusyn I. Epigenetic alterations induced by genotoxic occupational and environmental human chemical carcinogens: An update of a systematic literature review. MUTATION RESEARCH. REVIEWS IN MUTATION RESEARCH 2022; 789:108408. [PMID: 35690411 PMCID: PMC9188653 DOI: 10.1016/j.mrrev.2021.108408] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 10/28/2021] [Accepted: 12/07/2021] [Indexed: 01/03/2023]
Abstract
Epigenetic alterations, such as changes in DNA methylation, histones/chromatin structure, nucleosome positioning, and expression of non-coding RNAs, are recognized among key characteristics of carcinogens; they may occur independently or concomitantly with genotoxic effects. While data on genotoxicity are collected through standardized guideline tests, data collected on epigenetic effects is far less uniform. In 2016, we conducted a systematic review of published studies of genotoxic carcinogens that reported epigenetic endpoints to better understand the evidence for epigenetic alterations of human carcinogens, and the potential association with genotoxic endpoints. Since then, the number of studies of epigenetic effects of chemicals has nearly doubled. This review stands as an update on epigenetic alterations induced by occupational and environmental human carcinogens that were previously and recently classified as Group 1 by the International Agency for Research on Cancer. We found that the evidence of epigenetic effects remains uneven across agents. Studies of DNA methylation are most abundant, while reports concerning effects on non-coding RNA have increased over the past 5 years. By contrast, mechanistic toxicology studies of histone modifications and chromatin state alterations remain few. We found that most publications of epigenetic effects of carcinogens were studies in exposed humans or human cells. Studies in rodents represent the second most common species used for epigenetic studies in toxicology, in vivo exposures being the most predominant. Future studies should incorporate dose- and time-dependent study designs and also investigate the persistence of effects following cessation of exposure, considering the dynamic nature of most epigenetic alterations.
Collapse
Affiliation(s)
- Samantha Goodman
- Department of Veterinary Integrative Biosciences, Texas A&M University, College Station, TX, USA
| | | | | | - Igor P Pogribny
- National Center for Toxicological Research, US Food and Drug Administration, Jefferson, AR, USA
| | - Ivan Rusyn
- Department of Veterinary Integrative Biosciences, Texas A&M University, College Station, TX, USA.
| |
Collapse
|
15
|
Qiu L, Yang X, Wu J, Huang C, Miao Y, Fu Z. HIST2H2BF Potentiates the Propagation of Cancer Stem Cells via Notch Signaling to Promote Malignancy and Liver Metastasis in Colorectal Carcinoma. Front Oncol 2021; 11:677646. [PMID: 34476209 PMCID: PMC8406628 DOI: 10.3389/fonc.2021.677646] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Accepted: 06/18/2021] [Indexed: 11/17/2022] Open
Abstract
Background Growing evidence demonstrates that the initiation and progression of colorectal carcinoma (CRC) is related to the presence of cancer stem cells (CSCs). However, the mechanism through which the stem cell features of CRC cells are maintained is poorly understood. In this study, we identified the oncogenic histone cluster 2 H2B family member F (HIST2H2BF) and aimed to investigate the function of upregulated HIST2H2BF expression in maintaining the stem cell features of CRC cells, which accelerate the progression of CRC. Methods HIST2H2BF expression was quantified using real-time polymerase chain reaction, immunohistochemistry, and western blotting. The correlation between CpG island methylation status and HIST2H2BF re-expression was assessed through bisulfite sequencing polymerase chain reaction, methylation-specific polymerase chain reaction, and 5-Aza-dC treatment. Functional assays were performed on CRC cells and mice to investigate the HIST2H2BF-induced stem cell-like and cancer properties of CRC. Using the Notch pathway inhibitor FLI-06, the regulatory effect of HIST2H2BF on downstream Notch signaling was confirmed. Results HIST2H2BF was highly expressed in CRC tissues and cell lines. The reactivation of HIST2H2BF in CRC stems at least in part from the hypomethylated CpG islands. CRC patients with high HIST2H2BF expression have poor survival outcomes. Functional studies have shown that HIST2H2BF promotes CSC phenotype, malignancy, and liver metastasis through the activation of Notch signaling in CRC. Blockage of the Notch pathway reduced the stem cell-like and cancer properties. Conclusion Our study suggests that HIST2H2BF upregulation enhances the CSC phenotype, malignancy, and liver metastasis through the activation of Notch signaling in CRC. These results identified a new perspective on the mechanism by which the stem cell features of CRC cells are maintained and highlighted the potential novel therapeutic targets for CRC.
Collapse
Affiliation(s)
- Lei Qiu
- Department of General Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China.,Department of General Surgery, The Second People's Hospital of Lianyungang, Lianyungang Tumor Hospital, Lianyungang Hospital Affiliated to Bengbu Medical University, Lianyungang, China
| | - Xiuwei Yang
- Department of General Surgery, The Second People's Hospital of Lianyungang, Lianyungang Tumor Hospital, Lianyungang Hospital Affiliated to Bengbu Medical University, Lianyungang, China
| | - Jingyu Wu
- Department of General Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Changzhi Huang
- Department of General Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Yongchang Miao
- Department of General Surgery, The Second People's Hospital of Lianyungang, Lianyungang Tumor Hospital, Lianyungang Hospital Affiliated to Bengbu Medical University, Lianyungang, China
| | - Zan Fu
- Department of General Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| |
Collapse
|
16
|
Liu Y, Wang Y, Yang L, Sun F, Li S, Wang Y, Zhang GA, Dong T, Zhang LL, Duan W, Zhang X, Cui W, Chen S. The nucleolus functions as the compartment for histone H2B protein degradation. iScience 2021; 24:102256. [PMID: 33796843 PMCID: PMC7995529 DOI: 10.1016/j.isci.2021.102256] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2020] [Revised: 02/04/2021] [Accepted: 02/25/2021] [Indexed: 12/27/2022] Open
Abstract
Histones are main components of chromatin, and the protein levels of histones significantly affect chromatin assembly. However, how histone protein levels are regulated, especially whether and how histones are degraded, is largely unclear. Here, we found that histone H2B is mainly degraded through the proteasome-mediated pathway, and the lysine-120 site of H2B is essential for its K48-linked polyubiquitination and degradation. Moreover, the degradation-impaired H2BK120R mutant shows an increased nucleolus localization, and inhibition of the proteasome results in an elevated nucleolus distribution of wild-type H2B, which is similar to that of H2BK120R mutants. More importantly, the nucleolus fractions can ubiquitinate and degrade the purified H2B in vitro, suggesting that the nucleolus, in addition to its canonical roles regulating ribosome genesis and protein translation, likely associates with H2B degradation. Therefore, these findings revealed a novel mechanism for the regulation of H2B degradation in which a nucleolus-associated proteasome pathway is involved. Histone H2B can be polyubiquitinated at the lysine 120 residue The degradation of histone H2B is achieved via the ubiquitination-proteasome pathway The nucleolus regulates the protein degradation of histone H2B
Collapse
Affiliation(s)
- Yanping Liu
- Laboratory of Molecular and Cellular Biology, School of Forensic Sciences, Xi'an Jiao Tong University Health Science Center, Xi'an, Shaanxi 710061, PR China
| | - Yufei Wang
- Laboratory of Molecular and Cellular Biology, School of Forensic Sciences, Xi'an Jiao Tong University Health Science Center, Xi'an, Shaanxi 710061, PR China
| | - Lu Yang
- Laboratory of Molecular and Cellular Biology, School of Forensic Sciences, Xi'an Jiao Tong University Health Science Center, Xi'an, Shaanxi 710061, PR China
| | - Feng Sun
- Research Center for Translational Medicine at East Hospital, School of Life Sciences and Technology, Tongji University, Shanghai, Shanghai 200092, PR China
| | - Sheng Li
- School of Forensic Sciences and Laboratory Medicine, Jining Medical University, Jining, Shandong 272067, PR China
| | - Yequan Wang
- School of Forensic Sciences and Laboratory Medicine, Jining Medical University, Jining, Shandong 272067, PR China
| | - Guo-An Zhang
- School of Forensic Sciences and Laboratory Medicine, Jining Medical University, Jining, Shandong 272067, PR China
| | - Tingting Dong
- School of Forensic Sciences and Laboratory Medicine, Jining Medical University, Jining, Shandong 272067, PR China
| | - Lei-Lei Zhang
- School of Forensic Sciences and Laboratory Medicine, Jining Medical University, Jining, Shandong 272067, PR China
| | - Wanglin Duan
- Laboratory of Molecular and Cellular Biology, School of Forensic Sciences, Xi'an Jiao Tong University Health Science Center, Xi'an, Shaanxi 710061, PR China
| | - Xiaojun Zhang
- Department of Science and Education, People's Hospital of Zunhua, Tangshan, Hebei 064200, PR China
| | - Wen Cui
- School of Forensic Sciences and Laboratory Medicine, Jining Medical University, Jining, Shandong 272067, PR China
| | - Su Chen
- Laboratory of Molecular and Cellular Biology, School of Forensic Sciences, Xi'an Jiao Tong University Health Science Center, Xi'an, Shaanxi 710061, PR China.,School of Forensic Sciences and Laboratory Medicine, Jining Medical University, Jining, Shandong 272067, PR China.,Department of Science and Education, People's Hospital of Zunhua, Tangshan, Hebei 064200, PR China.,Laboratory of Molecular and Cellular Biology, School of Basic Medical Sciences, Henan University School of Medicine, Kaifeng, Henan 475004, PR China
| |
Collapse
|