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Liu C, Ram S, Hurwitz BL. Network analysis reveals dysregulated functional patterns in type II diabetic skin. Sci Rep 2022; 12:6889. [PMID: 35477946 PMCID: PMC9046425 DOI: 10.1038/s41598-022-10652-8] [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: 12/02/2021] [Accepted: 04/05/2022] [Indexed: 11/09/2022] Open
Abstract
Skin disorders are one of the most common complications of type II diabetes (T2DM). Long-term effects of high blood glucose leave individuals with T2DM more susceptible to cutaneous diseases, but its underlying molecular mechanisms are unclear. Network-based methods consider the complex interactions between genes which can complement the analysis of single genes in previous research. Here, we use network analysis and topological properties to systematically investigate dysregulated gene co-expression patterns in type II diabetic skin with skin samples from the Genotype-Tissue Expression database. Our final network consisted of 8812 genes from 73 subjects with T2DM and 147 non-T2DM subjects matched for age, sex, and race. Two gene modules significantly related to T2DM were functionally enriched in the pathway lipid metabolism, activated by PPARA and SREBF (SREBP). Transcription factors KLF10, KLF4, SP1, and microRNA-21 were predicted to be important regulators of gene expression in these modules. Intramodular analysis and betweenness centrality identified NCOA6 as the hub gene while KHSRP and SIN3B are key coordinators that influence molecular activities differently between T2DM and non-T2DM populations. We built a TF-miRNA-mRNA regulatory network to reveal the novel mechanism (miR-21-PPARA-NCOA6) of dysregulated keratinocyte proliferation, differentiation, and migration in diabetic skin, which may provide new insights into the susceptibility of skin disorders in T2DM patients. Hub genes and key coordinators may serve as therapeutic targets to improve diabetic skincare.
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Affiliation(s)
- Chunan Liu
- Department of Biosystems Engineering, BIO5 Institute, University of Arizona, Tucson, AZ, 85721, USA
| | - Sudha Ram
- Department of Management Information Systems, BIO5 Institute, University of Arizona, Tucson, AZ, 85721, USA
| | - Bonnie L Hurwitz
- Department of Biosystems Engineering, BIO5 Institute, University of Arizona, Tucson, AZ, 85721, USA.
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Czapiewski R, Batrakou DG, de Las Heras JI, Carter RN, Sivakumar A, Sliwinska M, Dixon CR, Webb S, Lattanzi G, Morton NM, Schirmer EC. Genomic loci mispositioning in Tmem120a knockout mice yields latent lipodystrophy. Nat Commun 2022; 13:321. [PMID: 35027552 PMCID: PMC8758788 DOI: 10.1038/s41467-021-27869-2] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Accepted: 12/19/2021] [Indexed: 12/13/2022] Open
Abstract
Little is known about how the observed fat-specific pattern of 3D-spatial genome organisation is established. Here we report that adipocyte-specific knockout of the gene encoding nuclear envelope transmembrane protein Tmem120a disrupts fat genome organisation, thus causing a lipodystrophy syndrome. Tmem120a deficiency broadly suppresses lipid metabolism pathway gene expression and induces myogenic gene expression by repositioning genes, enhancers and miRNA-encoding loci between the nuclear periphery and interior. Tmem120a-/- mice, particularly females, exhibit a lipodystrophy syndrome similar to human familial partial lipodystrophy FPLD2, with profound insulin resistance and metabolic defects that manifest upon exposure to an obesogenic diet. Interestingly, similar genome organisation defects occurred in cells from FPLD2 patients that harbour nuclear envelope protein encoding LMNA mutations. Our data indicate TMEM120A genome organisation functions affect many adipose functions and its loss may yield adiposity spectrum disorders, including a miRNA-based mechanism that could explain muscle hypertrophy in human lipodystrophy.
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Affiliation(s)
- Rafal Czapiewski
- Institute of Cell Biology, University of Edinburgh, Edinburgh, EH9 3BF, UK
| | - Dzmitry G Batrakou
- Institute of Cell Biology, University of Edinburgh, Edinburgh, EH9 3BF, UK
| | | | - Roderick N Carter
- Molecular Metabolism Group, University/BHF Centre for Cardiovascular Science, Queen's Medical Research Institute, University of Edinburgh, Edinburgh, EH16 4TJ, UK
| | | | | | - Charles R Dixon
- Institute of Cell Biology, University of Edinburgh, Edinburgh, EH9 3BF, UK
- Wellcome Centre for Cell Biology, University of Edinburgh, Edinburgh, EH9 3BF, UK
| | - Shaun Webb
- Wellcome Centre for Cell Biology, University of Edinburgh, Edinburgh, EH9 3BF, UK
| | - Giovanna Lattanzi
- CNR - National Research Council of Italy, Institute of Molecular Genetics "Luigi Luca Cavalli-Sforza", Unit of Bologna, Bologna, 40136, Italy
- IRCCS, Istituto Ortopedico Rizzoli, Bologna, 40136, Italy
| | - Nicholas M Morton
- Molecular Metabolism Group, University/BHF Centre for Cardiovascular Science, Queen's Medical Research Institute, University of Edinburgh, Edinburgh, EH16 4TJ, UK
| | - Eric C Schirmer
- Institute of Cell Biology, University of Edinburgh, Edinburgh, EH9 3BF, UK.
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Li J, Wei M, Liu X, Xiao S, Cai Y, Li F, Tian J, Qi F, Xu G, Deng C. The progress, prospects, and challenges of the use of non-coding RNA for diabetic wounds. MOLECULAR THERAPY-NUCLEIC ACIDS 2021; 24:554-578. [PMID: 33981479 PMCID: PMC8063712 DOI: 10.1016/j.omtn.2021.03.015] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Chronic diabetic wounds affect the quality of life of patients, resulting in significant social and economic burdens on both individuals and the health care system. Although treatment methods for chronic diabetic wounds have been explored, there remains a lack of effective treatment strategies; therefore, alternative strategies must be explored. Recently, the abnormal expression of non-coding RNA in diabetic wounds has received widespread attention since it is an important factor in the development of diabetic wounds. This article reviews the regulatory role of three common non-coding RNAs (microRNA [miRNA], long non-coding RNA [lncRNA], and circular RNA [circRNA]) in diabetic wounds and discusses the diagnosis, treatment potential, and challenges of non-coding RNA in diabetic wounds. This article provides insights into new strategies for diabetic wound diagnosis and treatment at the genetic and molecular levels.
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Affiliation(s)
- Jianyi Li
- Department of Plastic Surgery, Affiliated Hospital of Zunyi Medical University, Zunyi, Guizhou 563000, People's Republic of China.,Collaborative Innovation Center of Tissue Injury Repair and Regenerative Medicine Co-sponsored by Province and Ministry, Affiliated Zunyi Medical University, Zunyi, Guizhou 563000, People's Republic of China
| | - Miaomiao Wei
- Department of Plastic Surgery, Affiliated Hospital of Zunyi Medical University, Zunyi, Guizhou 563000, People's Republic of China.,Collaborative Innovation Center of Tissue Injury Repair and Regenerative Medicine Co-sponsored by Province and Ministry, Affiliated Zunyi Medical University, Zunyi, Guizhou 563000, People's Republic of China
| | - Xin Liu
- Department of Plastic Surgery, Affiliated Hospital of Zunyi Medical University, Zunyi, Guizhou 563000, People's Republic of China.,Collaborative Innovation Center of Tissue Injury Repair and Regenerative Medicine Co-sponsored by Province and Ministry, Affiliated Zunyi Medical University, Zunyi, Guizhou 563000, People's Republic of China
| | - Shune Xiao
- Department of Plastic Surgery, Affiliated Hospital of Zunyi Medical University, Zunyi, Guizhou 563000, People's Republic of China.,Collaborative Innovation Center of Tissue Injury Repair and Regenerative Medicine Co-sponsored by Province and Ministry, Affiliated Zunyi Medical University, Zunyi, Guizhou 563000, People's Republic of China
| | - Yuan Cai
- Department of Plastic Surgery, Affiliated Hospital of Zunyi Medical University, Zunyi, Guizhou 563000, People's Republic of China
| | - Fang Li
- Department of Plastic Surgery, Affiliated Hospital of Zunyi Medical University, Zunyi, Guizhou 563000, People's Republic of China
| | - Jiao Tian
- Department of Plastic Surgery, Affiliated Hospital of Zunyi Medical University, Zunyi, Guizhou 563000, People's Republic of China.,Collaborative Innovation Center of Tissue Injury Repair and Regenerative Medicine Co-sponsored by Province and Ministry, Affiliated Zunyi Medical University, Zunyi, Guizhou 563000, People's Republic of China
| | - Fang Qi
- Department of Plastic Surgery, Affiliated Hospital of Zunyi Medical University, Zunyi, Guizhou 563000, People's Republic of China.,Collaborative Innovation Center of Tissue Injury Repair and Regenerative Medicine Co-sponsored by Province and Ministry, Affiliated Zunyi Medical University, Zunyi, Guizhou 563000, People's Republic of China
| | - Guangchao Xu
- Department of Plastic Surgery, Affiliated Hospital of Zunyi Medical University, Zunyi, Guizhou 563000, People's Republic of China.,Collaborative Innovation Center of Tissue Injury Repair and Regenerative Medicine Co-sponsored by Province and Ministry, Affiliated Zunyi Medical University, Zunyi, Guizhou 563000, People's Republic of China
| | - Chengliang Deng
- Department of Plastic Surgery, Affiliated Hospital of Zunyi Medical University, Zunyi, Guizhou 563000, People's Republic of China.,Collaborative Innovation Center of Tissue Injury Repair and Regenerative Medicine Co-sponsored by Province and Ministry, Affiliated Zunyi Medical University, Zunyi, Guizhou 563000, People's Republic of China
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Knipper JA, Ding X, Eming SA. Diabetes Impedes the Epigenetic Switch of Macrophages into Repair Mode. Immunity 2019; 51:199-201. [PMID: 31433963 DOI: 10.1016/j.immuni.2019.07.009] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
In this issue of Immunity, Kimball et al. (2019) show that restoring expression of the chromatin modifying enzyme Setdb2 in macrophages rescues impaired wound healing associated with type 2 diabetes. Their findings reveal epigenetic regulation as central to the resolution of macrophage-mediated inflammation in tissue repair and have therapeutic implications for the treatment of diabetic wounds.
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Affiliation(s)
- Johanna A Knipper
- Institute of Immunology and Infection Research, University of Edinburgh, Edinburgh EH9 3FL, UK
| | - Xiaolei Ding
- Department of Dermatology, University of Cologne, Kerpenerstr 62, 50937 Cologne, Germany
| | - Sabine A Eming
- Department of Dermatology, University of Cologne, Kerpenerstr 62, 50937 Cologne, Germany; Center for Molecular Medicine Cologne (CMMC), University of Cologne, 50931 Cologne, Germany; Cluster of Excellence Cellular Stress Responses in Aging-associated Diseases (CECAD), University of Cologne, 50931 Cologne, Germany.
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Nasykhova YA, Barbitoff YA, Serebryakova EA, Katserov DS, Glotov AS. Recent advances and perspectives in next generation sequencing application to the genetic research of type 2 diabetes. World J Diabetes 2019; 10:376-395. [PMID: 31363385 PMCID: PMC6656706 DOI: 10.4239/wjd.v10.i7.376] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2019] [Revised: 05/23/2019] [Accepted: 06/11/2019] [Indexed: 02/05/2023] Open
Abstract
Type 2 diabetes (T2D) mellitus is a common complex disease that currently affects more than 400 million people worldwide and has become a global health problem. High-throughput sequencing technologies such as whole-genome and whole-exome sequencing approaches have provided numerous new insights into the molecular bases of T2D. Recent advances in the application of sequencing technologies to T2D research include, but are not limited to: (1) Fine mapping of causal rare and common genetic variants; (2) Identification of confident gene-level associations; (3) Identification of novel candidate genes by specific scoring approaches; (4) Interrogation of disease-relevant genes and pathways by transcriptional profiling and epigenome mapping techniques; and (5) Investigation of microbial community alterations in patients with T2D. In this work we review these advances in application of next-generation sequencing methods for elucidation of T2D pathogenesis, as well as progress and challenges in implementation of this new knowledge about T2D genetics in diagnosis, prevention, and treatment of the disease.
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Affiliation(s)
- Yulia A Nasykhova
- Laboratory of Biobanking and Genomic Medicine of Institute of Translation Biomedicine, St. Petersburg State University, St. Petersburg 199034, Russia
- Department of Genomic Medicine, D.O. Ott Research Institute of Obstetrics, Gynaecology and Reproductology, St. Petersburg 199034, Russia
| | - Yury A Barbitoff
- Laboratory of Biobanking and Genomic Medicine of Institute of Translation Biomedicine, St. Petersburg State University, St. Petersburg 199034, Russia
- Bioinformatics Institute, St. Petersburg 194021, Russia
- Department of Genetics and Biotechnology, St. Petersburg State University, St. Petersburg 199034, Russia
| | - Elena A Serebryakova
- Department of Genomic Medicine, D.O. Ott Research Institute of Obstetrics, Gynaecology and Reproductology, St. Petersburg 199034, Russia
- Department of Genetics, City Hospital No. 40, St. Petersburg 197706, Russia
| | - Dmitry S Katserov
- Institute of Living Systems, Immanuel Kant Baltic Federal University, Kaliningrad 236016, Russia
| | - Andrey S Glotov
- Laboratory of Biobanking and Genomic Medicine of Institute of Translation Biomedicine, St. Petersburg State University, St. Petersburg 199034, Russia
- Department of Genomic Medicine, D.O. Ott Research Institute of Obstetrics, Gynaecology and Reproductology, St. Petersburg 199034, Russia
- Department of Genetics, City Hospital No. 40, St. Petersburg 197706, Russia
- Institute of Living Systems, Immanuel Kant Baltic Federal University, Kaliningrad 236016, Russia
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