1
|
Ahmad Z, Kahloan W, Rosen ED. Transcriptional control of metabolism by interferon regulatory factors. Nat Rev Endocrinol 2024; 20:573-587. [PMID: 38769435 PMCID: PMC11392651 DOI: 10.1038/s41574-024-00990-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/12/2024] [Indexed: 05/22/2024]
Abstract
Interferon regulatory factors (IRFs) comprise a family of nine transcription factors in mammals. IRFs exert broad effects on almost all aspects of immunity but are best known for their role in the antiviral response. Over the past two decades, IRFs have been implicated in metabolic physiology and pathophysiology, partly as a result of their known functions in immune cells, but also because of direct actions in adipocytes, hepatocytes, myocytes and neurons. This Review focuses predominantly on IRF3 and IRF4, which have been the subject of the most intense investigation in this area. IRF3 is located in the cytosol and undergoes activation and nuclear translocation in response to various signals, including stimulation of Toll-like receptors, RIG-I-like receptors and the cGAS-STING pathways. IRF3 promotes weight gain, primarily by inhibiting adipose thermogenesis, and also induces inflammation and insulin resistance using both weight-dependent and weight-independent mechanisms. IRF4, meanwhile, is generally pro-thermogenic and anti-inflammatory and has profound effects on lipogenesis and lipolysis. Finally, new data are emerging on the role of other IRF family members in metabolic homeostasis. Taken together, data indicate that IRFs serve as critical yet underappreciated integrators of metabolic and inflammatory stress.
Collapse
Affiliation(s)
- Zunair Ahmad
- School of Medicine, Royal College of Surgeons in Ireland, Medical University of Bahrain, Busaiteen, Bahrain
| | - Wahab Kahloan
- AdventHealth Orlando Family Medicine, Orlando, FL, USA
| | - Evan D Rosen
- Division of Endocrinology, Diabetes, and Metabolism, Beth Israel Deaconess Medical Center, Boston, MA, USA.
- Harvard Medical School, Boston, MA, USA.
| |
Collapse
|
2
|
Xu K, Lu Y, Hou S, Liu K, Du Y, Huang M, Feng H, Wu H, Sun X. Detecting anomalous anatomic regions in spatial transcriptomics with STANDS. Nat Commun 2024; 15:8223. [PMID: 39300113 PMCID: PMC11413068 DOI: 10.1038/s41467-024-52445-9] [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: 01/04/2024] [Accepted: 09/06/2024] [Indexed: 09/22/2024] Open
Abstract
Detection and Dissection of Anomalous Tissue Domains (DDATD) from multi-sample spatial transcriptomics (ST) data provides unprecedented opportunities to characterize anomalous tissue domains (ATDs), revealing both population-level and individual-specific pathogenic factors for understanding pathogenic heterogeneities behind diseases. However, no current methods can perform de novo DDATD from ST data, especially in the multi-sample context. Here, we introduce STANDS, an innovative framework based on Generative Adversarial Networks which integrates three core tasks in multi-sample DDATD: detecting, aligning, and subtyping ATDs. STANDS incorporates multimodal-learning, transfer-learning, and style-transfer techniques to effectively address major challenges in multi-sample DDATD, including complications caused by unalignable ATDs, under-utilization of multimodal information, and scarcity of normal ST datasets necessary for comparative analysis. Extensive benchmarks from diverse datasets demonstrate STAND's superiority in identifying both common and individual-specific ATDs and further dissecting them into biologically distinct subdomains. STANDS also provides clues to developing ATDs visually indistinguishable from surrounding normal tissues.
Collapse
Affiliation(s)
- Kaichen Xu
- School of Statistics and Mathematics, Zhongnan University of Economics and Law, Wuhan, 430073, China
| | - Yan Lu
- School of Statistics and Mathematics, Zhongnan University of Economics and Law, Wuhan, 430073, China
| | - Suyang Hou
- School of Information Engineering, Zhongnan University of Economics and Law, Wuhan, 430073, China
| | - Kainan Liu
- Information Hub, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, 510000, China
| | - Yihang Du
- School of Statistics and Mathematics, Zhongnan University of Economics and Law, Wuhan, 430073, China
| | - Mengqian Huang
- School of Statistics and Mathematics, Zhongnan University of Economics and Law, Wuhan, 430073, China
| | - Hao Feng
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, OH, 44106, USA
| | - Hao Wu
- Faculty of Computer Science and Control Engineering, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, Shenzhen, 518055, China
- Key Laboratory of Biomedical Imaging Science and System, Chinese Academy of Science, Shenzhen, 518055, China
| | - Xiaobo Sun
- School of Statistics and Mathematics, Zhongnan University of Economics and Law, Wuhan, 430073, China.
| |
Collapse
|
3
|
Yan S, Santoro A, Niphakis MJ, Pinto AM, Jacobs CL, Ahmad R, Suciu RM, Fonslow BR, Herbst-Graham RA, Ngo N, Henry CL, Herbst DM, Saghatelian A, Kahn BB, Rosen ED. Inflammation causes insulin resistance in mice via interferon regulatory factor 3 (IRF3)-mediated reduction in FAHFA levels. Nat Commun 2024; 15:4605. [PMID: 38816388 PMCID: PMC11139994 DOI: 10.1038/s41467-024-48220-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Accepted: 04/24/2024] [Indexed: 06/01/2024] Open
Abstract
Obesity-induced inflammation causes metabolic dysfunction, but the mechanisms remain elusive. Here we show that the innate immune transcription factor interferon regulatory factor (IRF3) adversely affects glucose homeostasis through induction of the endogenous FAHFA hydrolase androgen induced gene 1 (AIG1) in adipocytes. Adipocyte-specific knockout of IRF3 protects male mice against high-fat diet-induced insulin resistance, whereas overexpression of IRF3 or AIG1 in adipocytes promotes insulin resistance on a high-fat diet. Furthermore, pharmacological inhibition of AIG1 reversed obesity-induced insulin resistance and restored glucose homeostasis in the setting of adipocyte IRF3 overexpression. We, therefore, identify the adipocyte IRF3/AIG1 axis as a crucial link between obesity-induced inflammation and insulin resistance and suggest an approach for limiting the metabolic dysfunction accompanying obesity.
Collapse
Affiliation(s)
- Shuai Yan
- Division of Endocrinology, Diabetes, and Metabolism, Beth Israel Deaconess Medical Center, 330 Brookline Ave, Boston, MA, 02215, USA
- Harvard Medical School, 25 Shattuck St, Boston, MA, 02130, USA
| | - Anna Santoro
- Division of Endocrinology, Diabetes, and Metabolism, Beth Israel Deaconess Medical Center, 330 Brookline Ave, Boston, MA, 02215, USA
- Harvard Medical School, 25 Shattuck St, Boston, MA, 02130, USA
| | - Micah J Niphakis
- Lundbeck La Jolla Research Center Inc., 10835 Road To The Cure Dr. #250, San Diego, CA, 92121, USA
| | - Antonio M Pinto
- The Salk Institute for Biological Studies, 10010 N. Torey Pines Rd, La Jolla, CA, 92037-1002, USA
| | - Christopher L Jacobs
- Division of Endocrinology, Diabetes, and Metabolism, Beth Israel Deaconess Medical Center, 330 Brookline Ave, Boston, MA, 02215, USA
- Harvard Medical School, 25 Shattuck St, Boston, MA, 02130, USA
| | - Rasheed Ahmad
- Immunology and Microbiology Department, Dasman Diabetes Institute, Jasim Mohamad Al Bahar St., Kuwait City, Kuwait
| | - Radu M Suciu
- Lundbeck La Jolla Research Center Inc., 10835 Road To The Cure Dr. #250, San Diego, CA, 92121, USA
| | - Bryan R Fonslow
- Lundbeck La Jolla Research Center Inc., 10835 Road To The Cure Dr. #250, San Diego, CA, 92121, USA
| | - Rachel A Herbst-Graham
- Lundbeck La Jolla Research Center Inc., 10835 Road To The Cure Dr. #250, San Diego, CA, 92121, USA
| | - Nhi Ngo
- Lundbeck La Jolla Research Center Inc., 10835 Road To The Cure Dr. #250, San Diego, CA, 92121, USA
| | - Cassandra L Henry
- Lundbeck La Jolla Research Center Inc., 10835 Road To The Cure Dr. #250, San Diego, CA, 92121, USA
| | - Dylan M Herbst
- Lundbeck La Jolla Research Center Inc., 10835 Road To The Cure Dr. #250, San Diego, CA, 92121, USA
| | - Alan Saghatelian
- The Salk Institute for Biological Studies, 10010 N. Torey Pines Rd, La Jolla, CA, 92037-1002, USA
| | - Barbara B Kahn
- Division of Endocrinology, Diabetes, and Metabolism, Beth Israel Deaconess Medical Center, 330 Brookline Ave, Boston, MA, 02215, USA
- Harvard Medical School, 25 Shattuck St, Boston, MA, 02130, USA
- Broad Institute of Harvard and MIT, 320 Charles St., Cambridge, MA, 02141, USA
| | - Evan D Rosen
- Division of Endocrinology, Diabetes, and Metabolism, Beth Israel Deaconess Medical Center, 330 Brookline Ave, Boston, MA, 02215, USA.
- Harvard Medical School, 25 Shattuck St, Boston, MA, 02130, USA.
- Broad Institute of Harvard and MIT, 320 Charles St., Cambridge, MA, 02141, USA.
| |
Collapse
|
4
|
Baldini F, Zeaiter L, Diab F, Zbeeb H, Cuneo L, Pagano A, Portincasa P, Diaspro A, Vergani L. Nuclear and chromatin rearrangement associate to epigenome and gene expression changes in a model of in vitro adipogenesis and hypertrophy. Biochim Biophys Acta Mol Cell Biol Lipids 2023; 1868:159368. [PMID: 37499858 DOI: 10.1016/j.bbalip.2023.159368] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Revised: 07/07/2023] [Accepted: 07/19/2023] [Indexed: 07/29/2023]
Abstract
Hypertrophy of adipocytes represents the main cause of obesity. We investigated in vitro the changes associated with adipocyte differentiation and hypertrophy focusing on the nuclear morphometry and chromatin epigenetic remodelling. The 3 T3-L1 pre-adipocytes were firstly differentiated into mature adipocytes, then cultured with long-chain fatty acids to induce hypertrophy. Confocal and super-resolution stimulation emission depletion (STED) microscopy combined with ELISA assays allowed us to explore nuclear architecture, chromatin distribution and epigenetic modifications. In each condition, we quantified the triglyceride accumulation, the mRNA expression of adipogenesis and dysfunction markers, the release of five pro-inflammatory cytokines. Confocal microscopy revealed larger volume and less elongated shape of the nuclei in both mature and hypertrophic cells respect to pre-adipocytes, and a trend toward reduced chromatin compaction. Compared to mature adipocytes, the hypertrophic phenotype showed larger triglyceride content, increased PPARγ expression reduced IL-1a release, and up-regulation of a pool of genes markers for adipose tissue dysfunction. Moreover, a remodelling of both epigenome and chromatin organization was observed in hypertrophic adipocytes, with an increase in the average fluorescence of H3K9 acetylated domains in parallel with the increase in KAT2A expression, and a global hypomethylation of DNA. These findings making light on the nuclear changes during adipocyte differentiation and hypertrophy might help the strategies for treating obesity and metabolic complications.
Collapse
Affiliation(s)
- Francesca Baldini
- Nanoscopy, Istituto Italiano Tecnologia, Via Enrico Melen 83, 16152, Genova, Italy
| | - Lama Zeaiter
- Nanoscopy, Istituto Italiano Tecnologia, Via Enrico Melen 83, 16152, Genova, Italy; Department of Earth, Environment and Life Sciences (DISTAV), University of Genova, Corso Europa 26, 16132, Genova, Italy
| | - Farah Diab
- Department of Earth, Environment and Life Sciences (DISTAV), University of Genova, Corso Europa 26, 16132, Genova, Italy
| | - Hawraa Zbeeb
- Department of Earth, Environment and Life Sciences (DISTAV), University of Genova, Corso Europa 26, 16132, Genova, Italy
| | - Lisa Cuneo
- Nanoscopy, Istituto Italiano Tecnologia, Via Enrico Melen 83, 16152, Genova, Italy; Department of Physics (DIFILAB), University of Genoa, Via Dodecaneso 33, 16146, Genoa, Italy
| | - Aldo Pagano
- DIMES, Department of Experimental Medicine, University of Genoa, Genoa, Italy; IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Piero Portincasa
- Clinica Medica "A. Murri", Department of Biomedical Sciences and Human Oncology, University of Bari, Medical School, Piazza Giulio Cesare 11, 70124, Bari, Italy
| | - Alberto Diaspro
- Nanoscopy, Istituto Italiano Tecnologia, Via Enrico Melen 83, 16152, Genova, Italy; Department of Physics (DIFILAB), University of Genoa, Via Dodecaneso 33, 16146, Genoa, Italy
| | - Laura Vergani
- Department of Earth, Environment and Life Sciences (DISTAV), University of Genova, Corso Europa 26, 16132, Genova, Italy.
| |
Collapse
|
5
|
Han HS, Ahn E, Park ES, Huh T, Choi S, Kwon Y, Choi BH, Lee J, Choi YH, Jeong YL, Lee GB, Kim M, Seong JK, Shin HM, Kim HR, Moon MH, Kim JK, Hwang GS, Koo SH. Impaired BCAA catabolism in adipose tissues promotes age-associated metabolic derangement. NATURE AGING 2023; 3:982-1000. [PMID: 37488415 DOI: 10.1038/s43587-023-00460-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/16/2022] [Accepted: 06/27/2023] [Indexed: 07/26/2023]
Abstract
Adipose tissues are central in controlling metabolic homeostasis and failure in their preservation is associated with age-related metabolic disorders. The exact role of mature adipocytes in this phenomenon remains elusive. Here we describe the role of adipose branched-chain amino acid (BCAA) catabolism in this process. We found that adipocyte-specific Crtc2 knockout protected mice from age-associated metabolic decline. Multiomics analysis revealed that BCAA catabolism was impaired in aged visceral adipose tissues, leading to the activation of mechanistic target of rapamycin complex (mTORC1) signaling and the resultant cellular senescence, which was restored by Crtc2 knockout in adipocytes. Using single-cell RNA sequencing analysis, we found that age-associated decline in adipogenic potential of visceral adipose tissues was reinstated by Crtc2 knockout, via the reduction of BCAA-mTORC1 senescence-associated secretory phenotype axis. Collectively, we propose that perturbation of BCAA catabolism by CRTC2 is critical in instigating age-associated remodeling of adipose tissue and the resultant metabolic decline in vivo.
Collapse
Affiliation(s)
- Hye-Sook Han
- Division of Life Sciences, Korea University, Seoul, Korea
| | - Eunyong Ahn
- Integrated Metabolomics Research Group, Western Seoul Center, Korea Basic Science Institute, Seoul, Korea
| | | | - Tom Huh
- Division of Life Sciences, Korea University, Seoul, Korea
| | - Seri Choi
- Division of Life Sciences, Korea University, Seoul, Korea
| | - Yongmin Kwon
- Division of Life Sciences, Korea University, Seoul, Korea
| | | | - Jueun Lee
- Integrated Metabolomics Research Group, Western Seoul Center, Korea Basic Science Institute, Seoul, Korea
| | - Yoon Ha Choi
- Department of Life Sciences, POSTECH, Pohang, Korea
| | | | - Gwang Bin Lee
- Department of Chemistry, Yonsei University, Seoul, Korea
| | - Minji Kim
- Department of Anatomy & Cell Biology, Seoul National University College of Medicine, Seoul, Korea
- Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, Korea
- BK21 FOUR Biomedical Science Project, Seoul National University College of Medicine, Seoul, Korea
| | - Je Kyung Seong
- Korea Mouse Phenotyping Center, Seoul National University, Seoul, Korea
| | - Hyun Mu Shin
- Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, Korea
- BK21 FOUR Biomedical Science Project, Seoul National University College of Medicine, Seoul, Korea
- Wide River Institute of Immunology, Seoul National University, Hongcheon, Korea
| | - Hang-Rae Kim
- Department of Anatomy & Cell Biology, Seoul National University College of Medicine, Seoul, Korea
- Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, Korea
- BK21 FOUR Biomedical Science Project, Seoul National University College of Medicine, Seoul, Korea
- Wide River Institute of Immunology, Seoul National University, Hongcheon, Korea
| | | | - Jong Kyoung Kim
- Department of New Biology, DGIST, Daegu, Korea.
- Department of Life Sciences, POSTECH, Pohang, Korea.
| | - Geum-Sook Hwang
- Integrated Metabolomics Research Group, Western Seoul Center, Korea Basic Science Institute, Seoul, Korea.
- College of Pharmacy, Chung-Ang University, Seoul, Korea.
| | - Seung-Hoi Koo
- Division of Life Sciences, Korea University, Seoul, Korea.
| |
Collapse
|
6
|
Jung HR, Oh Y, Jang D, Shin S, Lee SJ, Kim J, Lee SE, Oh J, Jang G, Kwon O, Lee Y, Lee HY, Cho SY. Gut bacteria-derived 3-phenylpropionylglycine mitigates adipocyte differentiation of 3T3-L1 cells by inhibiting adiponectin-PPAR pathway. Genes Genomics 2023; 45:71-81. [PMID: 36434390 DOI: 10.1007/s13258-022-01332-y] [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: 07/11/2022] [Accepted: 10/16/2022] [Indexed: 11/26/2022]
Abstract
BACKGROUND Gut microbiota provide numerous types of metabolites that humans cannot produce and have a huge influence on the host metabolism. Accordingly, gut bacteria-derived metabolites can be employed as a resource to develop anti-obesity and metabolism-modulating drugs. OBJECTIVE This study aimed to examine the anti-adipogenic effect of 3-phenylpropionylglycine (PPG), which is a glycine conjugate of bacteria-derived 3-phenylpropionic acid (PPA). METHODS The effect of PPG on preadipocyte-to-adipocyte differentiation was evaluated in 3T3-L1 differentiation models and the degree of the differentiation was estimated by Oil red O staining. The molecular mechanisms of the PPG effect were investigated with transcriptome analyses using RNA-sequencing and quantitative real-time PCR. RESULTS PPG suppressed lipid droplet accumulation during the adipogenic differentiation of 3T3-L1 cells, which is attributed to down-regulation of lipogenic genes such as acetyl CoA carboxylase 1 (Acc1) and fatty acid synthase (Fasn). However, other chemicals with chemical structures similar to PPG, including cinnamoylglycine and hippuric acid, had little effect on the lipid accumulation of 3T3-L1 cells. In transcriptomic analysis, PPG suppressed the expression of adipogenesis and metabolism-related gene sets, which is highly associated with downregulation of the peroxisome proliferator-activated receptor (PPAR) signaling pathway. Protein-protein association network analysis suggested adiponectin as a hub gene in the network of genes that were differentially expressed genes in response to PPG treatment. CONCLUSION PPG inhibits preadipocyte-to-adipocyte differentiation by suppressing the adiponectin-PPAR pathway. These data provide a potential candidate from bacteria-derived metabolites with anti-adipogenic effects.
Collapse
Affiliation(s)
- Hae Rim Jung
- Medical Research Center, Genomic Medicine Institute, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea
| | - Yumi Oh
- Medical Research Center, Genomic Medicine Institute, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea
| | - Dongjun Jang
- Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea
| | - Seungjae Shin
- Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea
| | - Soo-Jin Lee
- Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea
| | - Jiwon Kim
- Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea
| | - Sang Eun Lee
- Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea
| | - Jaeik Oh
- Department of Translational Medicine, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea
| | - Giyong Jang
- Medical Research Center, Genomic Medicine Institute, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea
| | - Obin Kwon
- Medical Research Center, Genomic Medicine Institute, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea.,Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea
| | - Yeonmi Lee
- Lee Gil Ya Cancer and Diabetes Institute, Gachon University, Incheon, 21999, Republic of Korea
| | - Hui-Young Lee
- Lee Gil Ya Cancer and Diabetes Institute, Gachon University, Incheon, 21999, Republic of Korea.,Division of Molecular Medicine, Department of Medicine, Gachon University College of Medicine, Incheon, 21565, Republic of Korea
| | - Sung-Yup Cho
- Medical Research Center, Genomic Medicine Institute, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea. .,Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea. .,Department of Translational Medicine, Seoul National University College of Medicine, Seoul, 03080, Republic of Korea. .,Cancer Research Institute, Seoul National University, Seoul, 03080, Republic of Korea.
| |
Collapse
|
7
|
Chen Y, Hu Q, Wang C, Wang T. The crosstalk between BAT thermogenesis and skeletal muscle dysfunction. Front Physiol 2023; 14:1132830. [PMID: 37153220 PMCID: PMC10160478 DOI: 10.3389/fphys.2023.1132830] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2023] [Accepted: 04/11/2023] [Indexed: 05/09/2023] Open
Abstract
Metabolic defects increase the risk of skeletal muscle diseases, and muscle impairment might worsen metabolic disruption, leading to a vicious cycle. Both brown adipose tissue (BAT) and skeletal muscle play important roles in non-shivering thermogenesis to regulate energy homeostasis. BAT regulates body temperature, systemic metabolism, and seretion of batokines that have positive or negative impacts on skeletal muscle. Conversely, muscle can secrete myokines that regulate BAT function. This review explained the crosstalk between BAT and skeletal muscle, and then discussed the batokines and highlighted their impact on skeletal muscle under physiological conditions. BAT is now considered a potential therapeutic target for obesity and diabetes treatment. Moreover, manipulation of BAT may be an attractive approach for the treatment of muscle weakness by correcting metabolic deficits. Therefore, exploring BAT as a potential treatment for sarcopenia could be a promising avenue for future research.
Collapse
Affiliation(s)
- Yao Chen
- Department of Breast Surgery, West China Hospital, Sichuan University, Chengdu, China
| | - Qian Hu
- Health Management Center, West China Hospital of Sichuan University, Chengdu, Sichuan, China
| | - Changyi Wang
- Department of Rehabilitation Medicine, Key Laboratory of Rehabilitation Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Institute of Rehabilitation Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- *Correspondence: Changyi Wang, ; Tiantian Wang,
| | - Tiantian Wang
- Department of Rehabilitation Medicine, Key Laboratory of Rehabilitation Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Institute of Rehabilitation Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- *Correspondence: Changyi Wang, ; Tiantian Wang,
| |
Collapse
|
8
|
Parisi L, Mockenhaupt C, Rihs S, Mansour F, Katsaros C, Degen M. Consistent downregulation of the cleft lip/palate-associated genes IRF6 and GRHL3 in carcinomas. Front Oncol 2022; 12:1023072. [PMID: 36457487 PMCID: PMC9706198 DOI: 10.3389/fonc.2022.1023072] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Accepted: 10/24/2022] [Indexed: 12/01/2023] Open
Abstract
Interferon Regulatory Factor 6 (IRF6) and Grainyhead Like Transcription Factor 3 (GRHL3) are transcription factors that orchestrate gene regulatory networks required for the balance between keratinocyte differentiation and proliferation. Absence of either protein results in the lack of a normal stratified epidermis with keratinocytes failing to stop proliferating and to terminally differentiate. Numerous pathological variants within IRF6 and GRHL3 have been identified in orofacial cleft-affected individuals and expression of the two transcription factors has been found to be often dysregulated in cancers. However, whether orofacial cleft-associated IRF6 and GRHL3 variants in patients might also affect their cancer risk later in life, is not clear yet. The fact that the role of IRF6 and GRHL3 in cancer remains controversial makes this question even more challenging. Some studies identified IRF6 and GRHL3 as oncogenes, while others could attribute tumor suppressive functions to them. Trying to solve this apparent conundrum, we herein aimed to characterize IRF6 and GRHL3 function in various types of carcinomas. We screened multiple cancer and normal cell lines for their expression, and subsequently proceeded with functional assays in cancer cell lines. Our data uncovered consistent downregulation of IRF6 and GRHL3 in all types of carcinomas analyzed. Reduced levels of IRF6 and GRHL3 were found to be associated with several tumorigenic properties, such as enhanced cell proliferation, epithelial mesenchymal transition, migration and reduced differentiation capacity. Based on our findings, IRF6 and GRHL3 can be considered as tumor suppressor genes in various carcinomas, which makes them potential common etiological factors for cancer and CLP in a fraction of CLP-affected patients.
Collapse
Affiliation(s)
| | | | | | | | | | - Martin Degen
- Laboratory for Oral Molecular Biology, Department of Orthodontics and Dentofacial Orthopedics, University of Bern, Bern, Switzerland
| |
Collapse
|
9
|
Yao T, Yan H, Zhu X, Zhang Q, Kong X, Guo S, Feng Y, Wang H, Hua Y, Zhang J, Mittelman SD, Tontonoz P, Zhou Z, Liu T, Kong X. Obese Skeletal Muscle-Expressed Interferon Regulatory Factor 4 Transcriptionally Regulates Mitochondrial Branched-Chain Aminotransferase Reprogramming Metabolome. Diabetes 2022; 71:2256-2271. [PMID: 35713959 PMCID: PMC9630087 DOI: 10.2337/db22-0260] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Accepted: 06/06/2022] [Indexed: 01/28/2023]
Abstract
In addition to the significant role in physical activity, skeletal muscle also contributes to health through the storage and use of macronutrients associated with energy homeostasis. However, the mechanisms of regulating integrated metabolism in skeletal muscle are not well-defined. Here, we compared the skeletal muscle transcriptome from obese and lean control subjects in different species (human and mouse) and found that interferon regulatory factor 4 (IRF4), an inflammation-immune transcription factor, conservatively increased in obese subjects. Thus, we investigated whether IRF4 gain of function in the skeletal muscle predisposed to obesity and insulin resistance. Conversely, mice with specific IRF4 loss in skeletal muscle showed protection against the metabolic effects of high-fat diet, increased branched-chain amino acids (BCAA) level of serum and muscle, and reprogrammed metabolome in serum. Mechanistically, IRF4 could transcriptionally upregulate mitochondrial branched-chain aminotransferase (BCATm) expression; subsequently, the enhanced BCATm could counteract the effects caused by IRF4 deletion. Furthermore, we demonstrated that IRF4 ablation in skeletal muscle enhanced mitochondrial activity, BCAA, and fatty acid oxidation in a BCATm-dependent manner. Taken together, these studies, for the first time, established IRF4 as a novel metabolic driver of macronutrients via BCATm in skeletal muscle in terms of diet-induced obesity.
Collapse
Affiliation(s)
- Ting Yao
- State Key Laboratory of Genetic Engineering and School of Life Sciences, Fudan University, Shanghai, China
- Department of Physiology and Pathophysiology, School of Basic Medical Sciences, Xi’an Jiaotong University School of Medicine, Xi’an, Shaanxi, China
- Division of Pediatric Endocrinology, Department of Pediatrics, UCLA Children’s Discovery and Innovation Institute, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Hongmei Yan
- Department of Endocrinology and Metabolism, Zhongshan Hospital, Fudan University, Shanghai, China
- Fudan Institute for Metabolic Disease, Fudan University, Shanghai, China
| | - Xiaopeng Zhu
- Department of Endocrinology and Metabolism, Zhongshan Hospital, Fudan University, Shanghai, China
- Fudan Institute for Metabolic Disease, Fudan University, Shanghai, China
| | - Qiongyue Zhang
- Department of Endocrinology and Metabolism, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Key Laboratory of Metabolic Remodeling and Health, Institute of Metabolism & Integrative Biology, Fudan University, Shanghai, China
| | - Xingyu Kong
- State Key Laboratory of Genetic Engineering and School of Life Sciences, Fudan University, Shanghai, China
| | - Shanshan Guo
- State Key Laboratory of Genetic Engineering and School of Life Sciences, Fudan University, Shanghai, China
| | - Yonghao Feng
- Department of Endocrinology and Metabolism, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Hui Wang
- Shanghai Key Laboratory of Metabolic Remodeling and Health, Institute of Metabolism & Integrative Biology, Fudan University, Shanghai, China
| | - Yinghui Hua
- Department of Sports Medicine, Huashan Hospital, Fudan University, Shanghai, China
| | - Jing Zhang
- Department of Endocrinology and Metabolism, Zhongshan Hospital, Fudan University, Shanghai, China
- Fudan Institute for Metabolic Disease, Fudan University, Shanghai, China
| | - Steven D. Mittelman
- Division of Pediatric Endocrinology, Department of Pediatrics, UCLA Children’s Discovery and Innovation Institute, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Peter Tontonoz
- Department of Pathology and Laboratory Medicine, University of California, Los Angeles, Los Angeles, CA
| | - Zhenqi Zhou
- Division of Endocrinology, Diabetes and Hypertension, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Tiemin Liu
- State Key Laboratory of Genetic Engineering and School of Life Sciences, Fudan University, Shanghai, China
- Department of Endocrinology and Metabolism, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Key Laboratory of Metabolic Remodeling and Health, Institute of Metabolism & Integrative Biology, Fudan University, Shanghai, China
| | - Xingxing Kong
- State Key Laboratory of Genetic Engineering and School of Life Sciences, Fudan University, Shanghai, China
- Division of Pediatric Endocrinology, Department of Pediatrics, UCLA Children’s Discovery and Innovation Institute, David Geffen School of Medicine at UCLA, Los Angeles, CA
- Department of Endocrinology and Metabolism, Zhongshan Hospital, Fudan University, Shanghai, China
- Shanghai Key Laboratory of Metabolic Remodeling and Health, Institute of Metabolism & Integrative Biology, Fudan University, Shanghai, China
| |
Collapse
|
10
|
Abdualkader AM, Lopaschuk GD, Al Batran R. The Double Face of IRF4 in Metabolic Reprogramming. Diabetes 2022; 71:2251-2252. [PMID: 36265015 DOI: 10.2337/dbi22-0026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 08/15/2022] [Indexed: 11/13/2022]
Affiliation(s)
| | - Gary D Lopaschuk
- Mazankowski Alberta Heart Institute, University of Alberta, Edmonton, Alberta, Canada
| | - Rami Al Batran
- Faculté de Pharmacie, Université de Montréal, Montréal, Quebec, Canada
| |
Collapse
|
11
|
Ngwa C, Al Mamun A, Qi S, Sharmeen R, Xu Y, Liu F. Regulation of microglial activation in stroke in aged mice: a translational study. Aging (Albany NY) 2022; 14:6047-6065. [PMID: 35963621 PMCID: PMC9417226 DOI: 10.18632/aging.204216] [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: 03/09/2022] [Accepted: 06/14/2022] [Indexed: 11/25/2022]
Abstract
Numerous neurochemical changes occur with aging and stroke mainly affects the elderly. Our previous study has found interferon regulatory factor 5 (IRF5) and 4 (IRF4) regulate neuroinflammation in young stroke mice. However, whether the IRF5-IRF4 regulatory axis has the same effect in aged brains is not known. In this study, aged (18-20-month-old), microglial IRF5 or IRF4 conditional knockout (CKO) mice were subjected to a 60-min middle cerebral artery occlusion (MCAO). Stroke outcomes were quantified at 3d after MCAO. Flow cytometry and ELISA were performed to evaluate microglial activation and immune responses. We found aged microglia express higher levels of IRF5 and lower levels of IRF4 than young microglia after stroke. IRF5 CKO aged mice had improved stroke outcomes; whereas worse outcomes were seen in IRF4 CKO vs. their flox controls. IRF5 CKO aged microglia had significantly lower levels of IL-1β and CD68 than controls; whereas significantly higher levels of IL-1β and TNF-α were seen in IRF4 CKO vs. control microglia. Plasma levels of TNF-α and MIP-1α were decreased in IRF5 CKO vs. flox aged mice, and IL-1β/IL-6 levels were increased in IRF4 CKO vs. controls. The anti-inflammatory cytokines (IL-4/IL-10) levels were higher in IRF5 CKO, and lower in IRF4 CKO aged mice vs. their flox controls. IRF5 and IRF4 signaling drives microglial pro- and anti-inflammatory response respectively; microglial IRF5 is detrimental and IRF4 beneficial for aged mice in stroke. IRF5-IRF4 axis is a promising target for developing new, effective therapeutic strategies for the cerebral ischemia.
Collapse
Affiliation(s)
- Conelius Ngwa
- Department of Neurology, The University of Texas Health Science Center at Houston, McGovern Medical School, Houston, TX 77030, USA
| | - Abdullah Al Mamun
- Department of Neurology, The University of Texas Health Science Center at Houston, McGovern Medical School, Houston, TX 77030, USA
| | - Shaohua Qi
- Department of Neurology, The University of Texas Health Science Center at Houston, McGovern Medical School, Houston, TX 77030, USA
| | - Romana Sharmeen
- Department of Neurology, The University of Texas Health Science Center at Houston, McGovern Medical School, Houston, TX 77030, USA
| | - Yan Xu
- Department of Neurology, The University of Texas Health Science Center at Houston, McGovern Medical School, Houston, TX 77030, USA
| | - Fudong Liu
- Department of Neurology, The University of Texas Health Science Center at Houston, McGovern Medical School, Houston, TX 77030, USA
| |
Collapse
|
12
|
Erdos E, Divoux A, Sandor K, Halasz L, Smith SR, Osborne TF. Unique role for lncRNA HOTAIR in defining depot-specific gene expression patterns in human adipose-derived stem cells. Genes Dev 2022; 36:566-581. [PMID: 35618313 PMCID: PMC9186385 DOI: 10.1101/gad.349393.122] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Accepted: 05/12/2022] [Indexed: 01/12/2023]
Abstract
In this study, Erdos et al. investigated the role of HOX transcript antisense intergenic RNA (HOTAIR) in adipose tissue biology. Using three different approaches (silencing of HOTAIR in GF human adipose-derived stem cells [GF hASCs], overexpression of HOTAIR in ABD hASCs, and ChIRP-seq) to localize HOTAIR binding in GF hASC chromatin, they found that HOTAIR binds and modulates expression, both positively and negatively, of genes involved in adipose tissue-specific pathways, including adipogenesis, and demonstrate a unique function for HOTAIR in hASC depot-specific regulation of gene expression. Accumulation of fat above the waist is an important risk factor in developing obesity-related comorbidities independently of BMI or total fat mass. Deciphering the gene regulatory programs of the adipose tissue precursor cells within upper body or abdominal (ABD) and lower body or gluteofemoral (GF) depots is important to understand their differential capacity for lipid accumulation, maturation, and disease risk. Previous studies identified the HOX transcript antisense intergenic RNA (HOTAIR) as a GF-specific lncRNA; however, its role in adipose tissue biology is still unclear. Using three different approaches (silencing of HOTAIR in GF human adipose-derived stem cells [GF hASCs], overexpression of HOTAIR in ABD hASCs, and ChIRP-seq) to localize HOTAIR binding in GF hASC chromatin, we found that HOTAIR binds and modulates expression, both positively and negatively, of genes involved in adipose tissue-specific pathways, including adipogenesis. We further demonstrate a direct interaction between HOTAIR and genes with high RNAPII binding in their gene bodies, especially at their 3′ ends or transcription end sites. Computational analysis suggests HOTAIR binds preferentially to the 3′ ends of genes containing predicted strong RNA–RNA interactions with HOTAIR. Together, these results reveal a unique function for HOTAIR in hASC depot-specific regulation of gene expression.
Collapse
Affiliation(s)
- Edina Erdos
- Division of Diabetes Endocrinology and Metabolism, Johns Hopkins University School of Medicine; Institute for Fundamental Biomedical Research, Johns Hopkins All Children's Hospital, St. Petersburg, Florida 33701, USA.,Department of Medicine, Johns Hopkins University School of Medicine; Institute for Fundamental Biomedical Research, Johns Hopkins All Children's Hospital, St. Petersburg, Florida 33701, USA.,Department of Biological Chemistry, Johns Hopkins University School of Medicine; Institute for Fundamental Biomedical Research, Johns Hopkins All Children's Hospital, St. Petersburg, Florida 33701, USA.,Department of Pediatrics, Johns Hopkins University School of Medicine; Institute for Fundamental Biomedical Research, Johns Hopkins All Children's Hospital, St. Petersburg, Florida 33701, USA
| | - Adeline Divoux
- Translational Research Institute, AdventHealth, Orlando, Florida 32804, USA
| | - Katalin Sandor
- Division of Diabetes Endocrinology and Metabolism, Johns Hopkins University School of Medicine; Institute for Fundamental Biomedical Research, Johns Hopkins All Children's Hospital, St. Petersburg, Florida 33701, USA.,Department of Medicine, Johns Hopkins University School of Medicine; Institute for Fundamental Biomedical Research, Johns Hopkins All Children's Hospital, St. Petersburg, Florida 33701, USA.,Department of Biological Chemistry, Johns Hopkins University School of Medicine; Institute for Fundamental Biomedical Research, Johns Hopkins All Children's Hospital, St. Petersburg, Florida 33701, USA.,Department of Pediatrics, Johns Hopkins University School of Medicine; Institute for Fundamental Biomedical Research, Johns Hopkins All Children's Hospital, St. Petersburg, Florida 33701, USA
| | - Laszlo Halasz
- Division of Diabetes Endocrinology and Metabolism, Johns Hopkins University School of Medicine; Institute for Fundamental Biomedical Research, Johns Hopkins All Children's Hospital, St. Petersburg, Florida 33701, USA.,Department of Medicine, Johns Hopkins University School of Medicine; Institute for Fundamental Biomedical Research, Johns Hopkins All Children's Hospital, St. Petersburg, Florida 33701, USA.,Department of Biological Chemistry, Johns Hopkins University School of Medicine; Institute for Fundamental Biomedical Research, Johns Hopkins All Children's Hospital, St. Petersburg, Florida 33701, USA.,Department of Pediatrics, Johns Hopkins University School of Medicine; Institute for Fundamental Biomedical Research, Johns Hopkins All Children's Hospital, St. Petersburg, Florida 33701, USA
| | - Steven R Smith
- Translational Research Institute, AdventHealth, Orlando, Florida 32804, USA
| | - Timothy F Osborne
- Division of Diabetes Endocrinology and Metabolism, Johns Hopkins University School of Medicine; Institute for Fundamental Biomedical Research, Johns Hopkins All Children's Hospital, St. Petersburg, Florida 33701, USA.,Department of Medicine, Johns Hopkins University School of Medicine; Institute for Fundamental Biomedical Research, Johns Hopkins All Children's Hospital, St. Petersburg, Florida 33701, USA.,Department of Biological Chemistry, Johns Hopkins University School of Medicine; Institute for Fundamental Biomedical Research, Johns Hopkins All Children's Hospital, St. Petersburg, Florida 33701, USA.,Department of Pediatrics, Johns Hopkins University School of Medicine; Institute for Fundamental Biomedical Research, Johns Hopkins All Children's Hospital, St. Petersburg, Florida 33701, USA
| |
Collapse
|
13
|
The Role of Interferon Regulatory Factors in Non-Alcoholic Fatty Liver Disease and Non-Alcoholic Steatohepatitis. GASTROENTEROLOGY INSIGHTS 2022. [DOI: 10.3390/gastroent13020016] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) is becoming the most common chronic liver disease with many metabolic comorbidities, such as obesity, diabetes, and cardiovascular diseases. Non-alcoholic steatohepatitis (NASH), an advanced form of NAFLD, accompanies the progression of hepatic steatosis, inflammation, cell death, and varying degree of liver fibrosis. Interferons (IFNs) have been shown to play important roles in the pathogenesis of NAFLD and NASH. Their regulating transcriptional factors such as interferon regulatory factors (IRFs) can regulate IFN expression, as well as genes involved in macrophage polarization, which are implicated in the pathogenesis of NAFLD and advanced liver disease. In this review, the roles of IRF-involved signaling pathways in hepatic inflammation, insulin resistance, and immune cell activation are reviewed. IRFs such as IRF1 and IRF4 are also involved in the polarization of macrophages that contribute to critical roles in NAFLD or NASH pathogenesis. In addition, IRFs have been shown to be regulated by treatments including microRNAs, PPAR modulators, anti-inflammatory agents, and TLR agonists or antagonists. Modulating IRF-mediated factors through these treatments in chronic liver disease can ameliorate the progression of NAFLD to NASH. Furthermore, adenoviruses and CRISPR activation plasmids can also be applied to regulate IRF-mediated effects in chronic liver disease. Pre-clinical and clinical trials for evaluating IRF regulators in NAFLD treatment are essential in the future direction.
Collapse
|
14
|
Chen KY, De Angulo A, Guo X, More A, Ochsner SA, Lopez E, Saul D, Pang W, Sun Y, McKenna NJ, Tong Q. Adipocyte-Specific Ablation of PU.1 Promotes Energy Expenditure and Ameliorates Metabolic Syndrome in Aging Mice. FRONTIERS IN AGING 2022; 2:803482. [PMID: 35822007 PMCID: PMC9261351 DOI: 10.3389/fragi.2021.803482] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Accepted: 12/13/2021] [Indexed: 12/03/2022]
Abstract
Objective: Although PU.1/Spi1 is known as a master regulator for macrophage development and function, we have reported previously that it is also expressed in adipocytes and is transcriptionally induced in obesity. Here, we investigated the role of adipocyte PU.1 in the development of the age-associated metabolic syndrome. Methods: We generated mice with adipocyte-specific PU.1 knockout, assessed metabolic changes in young and older adult PU.1fl/fl (control) and AdipoqCre PU.1fl/fl (aPU.1KO) mice, including body weight, body composition, energy expenditure, and glucose homeostasis. We also performed transcriptional analyses using RNA-Sequencing of adipocytes from these mice. Results: aPU.1KO mice have elevated energy expenditure at a young age and decreased adiposity and increased insulin sensitivity in later life. Corroborating these observations, transcriptional network analysis indicated the existence of validated, adipocyte PU.1-modulated regulatory hubs that direct inflammatory and thermogenic gene expression programs. Conclusion: Our data provide evidence for a previously uncharacterized role of PU.1 in the development of age-associated obesity and insulin resistance.
Collapse
Affiliation(s)
- Ke Yun Chen
- Department of Pediatrics, USDA/ARS Children’s Nutrition Research Center, Baylor College of Medicine, Houston, TX, United States
| | - Alejandra De Angulo
- Department of Pediatrics, USDA/ARS Children’s Nutrition Research Center, Baylor College of Medicine, Houston, TX, United States
| | - Xin Guo
- Department of Pediatrics, USDA/ARS Children’s Nutrition Research Center, Baylor College of Medicine, Houston, TX, United States
- Department of Nutrition and Food Hygiene, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Aditya More
- Department of Pediatrics, USDA/ARS Children’s Nutrition Research Center, Baylor College of Medicine, Houston, TX, United States
| | - Scott A. Ochsner
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, United States
| | - Eduardo Lopez
- Department of Pediatrics, USDA/ARS Children’s Nutrition Research Center, Baylor College of Medicine, Houston, TX, United States
| | - David Saul
- Department of Pediatrics, USDA/ARS Children’s Nutrition Research Center, Baylor College of Medicine, Houston, TX, United States
| | - Weijun Pang
- Department of Pediatrics, USDA/ARS Children’s Nutrition Research Center, Baylor College of Medicine, Houston, TX, United States
- Northwestern University of Agriculture and Forestry, Yangling, China
| | - Yuxiang Sun
- Department of Pediatrics, USDA/ARS Children’s Nutrition Research Center, Baylor College of Medicine, Houston, TX, United States
- Department of Nutrition, Texas A&M University, College Station, TX, United States
| | - Neil J. McKenna
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, United States
- *Correspondence: Neil J. McKenna, ; Qiang Tong,
| | - Qiang Tong
- Department of Pediatrics, USDA/ARS Children’s Nutrition Research Center, Baylor College of Medicine, Houston, TX, United States
- Department of Molecular Physiology and Biophysics, Baylor College of Medicine, Huffington Center on Aging, Houston, TX, United States
- Department of Medicine, Baylor College of Medicine, Huffington Center on Aging, Houston, TX, United States
- *Correspondence: Neil J. McKenna, ; Qiang Tong,
| |
Collapse
|
15
|
Tang P, Virtue S, Goie JYG, Png CW, Guo J, Li Y, Jiao H, Chua YL, Campbell M, Moreno-Navarrete JM, Shabbir A, Fernández-Real JM, Gasser S, Kemeny DM, Yang H, Vidal-Puig A, Zhang Y. Regulation of adipogenic differentiation and adipose tissue inflammation by interferon regulatory factor 3. Cell Death Differ 2021; 28:3022-3035. [PMID: 34091599 PMCID: PMC8563729 DOI: 10.1038/s41418-021-00798-9] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Revised: 04/21/2021] [Accepted: 04/26/2021] [Indexed: 02/04/2023] Open
Abstract
Dysfunction of adipocytes and adipose tissue is a primary defect in obesity and obesity-associated metabolic diseases. Interferon regulatory factor 3 (IRF3) has been implicated in adipogenesis. However, the role of IRF3 in obesity and obesity-associated disorders remains unclear. Here, we show that IRF3 expression in human adipose tissues is positively associated with insulin sensitivity and negatively associated with type 2 diabetes. In mouse pre-adipocytes, deficiency of IRF3 results in increased expression of PPARγ and PPARγ-mediated adipogenic genes, leading to increased adipogenesis and altered adipocyte functionality. The IRF3 knockout (KO) mice develop obesity, insulin resistance, glucose intolerance, and eventually type 2 diabetes with aging, which is associated with the development of white adipose tissue (WAT) inflammation. Increased macrophage accumulation with M1 phenotype which is due to the loss of IFNβ-mediated IL-10 expression is observed in WAT of the KO mice compared to that in wild-type mice. Bone-marrow reconstitution experiments demonstrate that the nonhematopoietic cells are the primary contributors to the development of obesity and both hematopoietic and nonhematopoietic cells contribute to the development of obesity-related complications in IRF3 KO mice. This study demonstrates that IRF3 regulates the biology of multiple cell types including adipocytes and macrophages to prevent the development of obesity and obesity-related complications and hence, could be a potential target for therapeutic interventions for the prevention and treatment of obesity-associated metabolic disorders.
Collapse
Affiliation(s)
- Peng Tang
- Department of Microbiology & Immunology, and NUSMED Immunology Translational Research Programme,Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Immunology Programme, Life Sciences Institute, National University of Singapore, Singapore, Singapore
| | - Sam Virtue
- Institute of Metabolic Science, Wellcome Trust-MRC MDU Metabolic Disease Unit, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK
| | - Jian Yi Gerald Goie
- Department of Microbiology & Immunology, and NUSMED Immunology Translational Research Programme,Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Immunology Programme, Life Sciences Institute, National University of Singapore, Singapore, Singapore
| | - Chin Wen Png
- Department of Microbiology & Immunology, and NUSMED Immunology Translational Research Programme,Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Immunology Programme, Life Sciences Institute, National University of Singapore, Singapore, Singapore
| | - Jing Guo
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
| | - Ying Li
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
| | - Huipeng Jiao
- Department of Microbiology & Immunology, and NUSMED Immunology Translational Research Programme,Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Immunology Programme, Life Sciences Institute, National University of Singapore, Singapore, Singapore
| | - Yen Leong Chua
- Department of Microbiology & Immunology, and NUSMED Immunology Translational Research Programme,Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Immunology Programme, Life Sciences Institute, National University of Singapore, Singapore, Singapore
| | - Mark Campbell
- Institute of Metabolic Science, Wellcome Trust-MRC MDU Metabolic Disease Unit, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK
| | - José Maria Moreno-Navarrete
- Department of Diabetes, Endocrinology and Nutrition, Institut d'Investigacio Biomedica de Girona (IDIBGI), CIBER Fisiopatologia de la Obesidad y Nutricion (CIBERobn, CB06/03/010), Instituto de Salud Carlos III, and Department of Medical Sciences, Faculty of Medicine, Girona, Spain
| | - Asim Shabbir
- Department of Surgery, National University Hospital, Singapore, Singapore
| | - José-Manuel Fernández-Real
- Department of Diabetes, Endocrinology and Nutrition, Institut d'Investigacio Biomedica de Girona (IDIBGI), CIBER Fisiopatologia de la Obesidad y Nutricion (CIBERobn, CB06/03/010), Instituto de Salud Carlos III, and Department of Medical Sciences, Faculty of Medicine, Girona, Spain
| | - Stephan Gasser
- Department of Microbiology & Immunology, and NUSMED Immunology Translational Research Programme,Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Immunology Programme, Life Sciences Institute, National University of Singapore, Singapore, Singapore
| | - David Michael Kemeny
- Department of Microbiology & Immunology, and NUSMED Immunology Translational Research Programme,Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Immunology Programme, Life Sciences Institute, National University of Singapore, Singapore, Singapore
| | - Henry Yang
- Cancer Science Institute of Singapore, National University of Singapore, Singapore, Singapore
| | - Antonio Vidal-Puig
- Institute of Metabolic Science, Wellcome Trust-MRC MDU Metabolic Disease Unit, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK.
| | - Yongliang Zhang
- Department of Microbiology & Immunology, and NUSMED Immunology Translational Research Programme,Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
- Immunology Programme, Life Sciences Institute, National University of Singapore, Singapore, Singapore.
| |
Collapse
|
16
|
Rondini EA, Ramseyer VD, Burl RB, Pique-Regi R, Granneman JG. Single cell functional genomics reveals plasticity of subcutaneous white adipose tissue (WAT) during early postnatal development. Mol Metab 2021; 53:101307. [PMID: 34298199 PMCID: PMC8385178 DOI: 10.1016/j.molmet.2021.101307] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Revised: 07/09/2021] [Accepted: 07/16/2021] [Indexed: 02/06/2023] Open
Abstract
OBJECTIVE The current study addresses the cellular complexity and plasticity of subcutaneous (inguinal) white adipose tissue (iWAT) in mice during the critical periods of perinatal growth and establishment. METHODS We performed a large-scale single cell transcriptomic (scRNA-seq) and epigenomic (snATAC-seq) characterization of cellular subtypes (adipose stromal cells (ASC) and adipocyte nuclei) during inguinal WAT (subcutaneous; iWAT) development in mice, capturing the early postnatal period (postnatal days (PND) 06 and 18) through adulthood (PND56). RESULTS Perinatal and adult iWAT contain 3 major ASC subtypes that can be independently identified by RNA expression profiles and DNA transposase accessibility. Furthermore, the transcriptomes and enhancer landscapes of both ASC and adipocytes dynamically change during postnatal development. Perinatal ASC (PND06) are highly enriched for several imprinted genes (IGs; e.g., Mest, H19, Igf2) and extracellular matrix proteins whose expression then declines prior to weaning (PND18). By comparison, adult ASC (PND56) are more enriched for transcripts associated with immunoregulation, oxidative stress, and integrin signaling. Two clusters of mature adipocytes, identified through single nuclei RNA sequencing (snRNA-seq), were distinctive for proinflammatory/immune or metabolic gene expression patterns that became more transcriptionally diverse in adult animals. Single nuclei assay for transposase-accessible chromatin (snATAC-seq) revealed that differences in gene expression were associated with developmental changes in chromatin accessibility and predicted transcription factor motifs (e.g., Plagl1, Ar) in both stromal cells and adipocytes. CONCLUSIONS Our data provide new insights into transcriptional and epigenomic signaling networks important during iWAT establishment at a single cell resolution, with important implications for the field of metabolic programming.
Collapse
Affiliation(s)
- Elizabeth A Rondini
- Center for Molecular Medicine and Genetics, Wayne State University, Detroit, MI, USA
| | - Vanesa D Ramseyer
- Center for Molecular Medicine and Genetics, Wayne State University, Detroit, MI, USA
| | - Rayanne B Burl
- Center for Molecular Medicine and Genetics, Wayne State University, Detroit, MI, USA
| | - Roger Pique-Regi
- Center for Molecular Medicine and Genetics, Wayne State University, Detroit, MI, USA
| | - James G Granneman
- Center for Molecular Medicine and Genetics, Wayne State University, Detroit, MI, USA; Center for Integrative Metabolic and Endocrine Research, Wayne State University, Detroit, MI, USA.
| |
Collapse
|
17
|
Nair VD, Vasoya M, Nair V, Smith GR, Pincas H, Ge Y, Douglas CM, Esser KA, Sealfon SC. Differential analysis of chromatin accessibility and gene expression profiles identifies cis-regulatory elements in rat adipose and muscle. Genomics 2021; 113:3827-3841. [PMID: 34547403 DOI: 10.1016/j.ygeno.2021.09.013] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Revised: 09/08/2021] [Accepted: 09/15/2021] [Indexed: 01/04/2023]
Abstract
Chromatin accessibility is a key factor influencing gene expression. We optimized the Omni-ATAC-seq protocol and used it together with RNA-seq to investigate cis-regulatory elements in rat white adipose and skeletal muscle, two tissues with contrasting metabolic functions. While promoter accessibility correlated with RNA expression, integration of the two datasets identified tissue-specific differentially accessible regions (DARs) that predominantly localized in intergenic and intron regions. DARs were mapped to differentially expressed (DE) genes enriched in distinct biological processes in each tissue. Randomly selected DE genes were validated by qPCR. Top enriched motifs in DARs predicted binding sites for transcription factors (TFs) showing tissue-specific up-regulation. The correlation between differential chromatin accessibility at a given TF binding motif and differential expression of target genes further supported the functional relevance of that motif. Our study identified cis-regulatory regions that likely play a major role in the regulation of tissue-specific gene expression in adipose and muscle.
Collapse
Affiliation(s)
- Venugopalan D Nair
- Department of Neurology, Center for Advanced Research on Diagnostic Assays, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.
| | - Mital Vasoya
- Department of Neurology, Center for Advanced Research on Diagnostic Assays, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Vishnu Nair
- Department of Computer Sciences, Columbia University, New York, NY 10027, USA
| | - Gregory R Smith
- Department of Neurology, Center for Advanced Research on Diagnostic Assays, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Hanna Pincas
- Department of Neurology, Center for Advanced Research on Diagnostic Assays, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Yongchao Ge
- Department of Neurology, Center for Advanced Research on Diagnostic Assays, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Collin M Douglas
- Department of Physiology and Functional Genomics, University of Florida, Gainesville, FL 32610, USA
| | - Karyn A Esser
- Department of Physiology and Functional Genomics, University of Florida, Gainesville, FL 32610, USA
| | - Stuart C Sealfon
- Department of Neurology, Center for Advanced Research on Diagnostic Assays, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| |
Collapse
|
18
|
Pan R, Chen Y. Management of Oxidative Stress: Crosstalk Between Brown/Beige Adipose Tissues and Skeletal Muscles. Front Physiol 2021; 12:712372. [PMID: 34603076 PMCID: PMC8481590 DOI: 10.3389/fphys.2021.712372] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Accepted: 08/19/2021] [Indexed: 12/23/2022] Open
Abstract
Exercise plays an important role in the physiology, often depending on its intensity, duration, and frequency. It increases the production of reactive oxygen species (ROS). Meanwhile, it also increases antioxidant enzymes involved in the oxidative damage defense. Prolonged, acute, or strenuous exercise often leads to an increased radical production and a subsequent oxidative stress in the skeletal muscles, while chronic regular or moderate exercise results in a decrease in oxidative stress. Notably, under pathological state, such as obesity, aging, etc., ROS levels could be elevated in humans, which could be attenuated by proper exercise. Significantly, exercise stimulates the development of beige adipose tissue and potentially influence the function of brown adipose tissue (BAT), which is known to be conducive to a metabolic balance through non-shivering thermogenesis (NST) and may protect from oxidative stress. Exercise-related balance of the ROS levels is associated with a healthy metabolism in humans. In this review, we summarize the integrated effects of exercise on oxidative metabolism, and especially focus on the role of brown and beige adipose tissues in this process, providing more evidence and knowledge for a better management of exercise-induced oxidative stress.
Collapse
Affiliation(s)
- Ruping Pan
- Department of Nuclear Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yong Chen
- Department of Endocrinology, Internal Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.,Branch of National Clinical Research Center for Metabolic Diseases, Wuhan, China
| |
Collapse
|
19
|
Nilsson E, Vavakova M, Perfilyev A, Säll J, Jansson PA, Poulsen P, Esguerra JLS, Eliasson L, Vaag A, Göransson O, Ling C. Differential DNA Methylation and Expression of miRNAs in Adipose Tissue From Twin Pairs Discordant for Type 2 Diabetes. Diabetes 2021; 70:2402-2418. [PMID: 34315727 DOI: 10.2337/db20-0324] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2020] [Accepted: 07/21/2021] [Indexed: 11/13/2022]
Abstract
The prevalence of type 2 diabetes (T2D) is increasing worldwide, but current treatments have limitations. miRNAs may play a key role in the development of T2D and can be targets for novel therapies. Here, we examined whether T2D is associated with altered expression and DNA methylation of miRNAs using adipose tissue from 14 monozygotic twin pairs discordant for T2D. Four members each of the miR-30 and let-7-families were downregulated in adipose tissue of subjects with T2D versus control subjects, which was confirmed in an independent T2D case-control cohort. Further, DNA methylation of five CpG sites annotated to gene promoters of differentially expressed miRNAs, including miR-30a and let-7a-3, was increased in T2D versus control subjects. Luciferase experiments showed that increased DNA methylation of the miR-30a promoter reduced its transcription in vitro. Silencing of miR-30 in adipocytes resulted in reduced glucose uptake and TBC1D4 phosphorylation; downregulation of genes involved in demethylation and carbohydrate/lipid/amino acid metabolism; and upregulation of immune system genes. In conclusion, T2D is associated with differential DNA methylation and expression of miRNAs in adipose tissue. Downregulation of the miR-30 family may lead to reduced glucose uptake and altered expression of key genes associated with T2D.
Collapse
MESH Headings
- 3T3-L1 Cells
- Adipose Tissue/metabolism
- Adipose Tissue/pathology
- Aged
- Animals
- Arrhythmias, Cardiac/genetics
- Arrhythmias, Cardiac/pathology
- Case-Control Studies
- Cells, Cultured
- Cohort Studies
- DNA Methylation
- Denmark
- Diabetes Mellitus, Type 2/genetics
- Diabetes Mellitus, Type 2/metabolism
- Diabetes Mellitus, Type 2/pathology
- Diseases in Twins/genetics
- Female
- Gene Expression
- Genetic Diseases, X-Linked/genetics
- Genetic Diseases, X-Linked/pathology
- Gigantism/genetics
- Gigantism/pathology
- Heart Defects, Congenital/genetics
- Heart Defects, Congenital/pathology
- Humans
- Intellectual Disability/genetics
- Intellectual Disability/pathology
- Male
- Mice
- MicroRNAs/genetics
- MicroRNAs/metabolism
- Middle Aged
- Sweden
- Twins, Monozygotic/genetics
Collapse
Affiliation(s)
- Emma Nilsson
- Epigenetics and Diabetes Unit, Department of Clinical Sciences, Lund University Diabetes Centre, Lund University, Scania University Hospital, Malmö, Sweden
| | - Magdalena Vavakova
- Epigenetics and Diabetes Unit, Department of Clinical Sciences, Lund University Diabetes Centre, Lund University, Scania University Hospital, Malmö, Sweden
- Diabetes, Metabolism and Endocrinology, Department of Experimental Medical Science, Lund University, Lund, Sweden
| | - Alexander Perfilyev
- Epigenetics and Diabetes Unit, Department of Clinical Sciences, Lund University Diabetes Centre, Lund University, Scania University Hospital, Malmö, Sweden
| | - Johanna Säll
- Epigenetics and Diabetes Unit, Department of Clinical Sciences, Lund University Diabetes Centre, Lund University, Scania University Hospital, Malmö, Sweden
| | - Per-Anders Jansson
- Wallenberg Laboratory, Sahlgrenska University Hospital, Gothenburg, Sweden
| | | | - Jonathan Lou S Esguerra
- Islet Cell Exocytosis Unit, Department of Clinical Sciences, Lund University Diabetes Centre, Lund University, Malmö, Sweden
| | - Lena Eliasson
- Islet Cell Exocytosis Unit, Department of Clinical Sciences, Lund University Diabetes Centre, Lund University, Malmö, Sweden
| | - Allan Vaag
- Steno Diabetes Center Copenhagen, Gentofte, Denmark
| | - Olga Göransson
- Diabetes, Metabolism and Endocrinology, Department of Experimental Medical Science, Lund University, Lund, Sweden
| | - Charlotte Ling
- Epigenetics and Diabetes Unit, Department of Clinical Sciences, Lund University Diabetes Centre, Lund University, Scania University Hospital, Malmö, Sweden
| |
Collapse
|
20
|
Yan S, Kumari M, Xiao H, Jacobs C, Kochumon S, Jedrychowski M, Chouchani E, Ahmad R, Rosen ED. IRF3 reduces adipose thermogenesis via ISG15-mediated reprogramming of glycolysis. J Clin Invest 2021; 131:144888. [PMID: 33571167 DOI: 10.1172/jci144888] [Citation(s) in RCA: 40] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Accepted: 02/10/2021] [Indexed: 12/21/2022] Open
Abstract
Adipose thermogenesis is repressed in obesity, reducing the homeostatic capacity to compensate for chronic overnutrition. Inflammation inhibits adipose thermogenesis, but little is known about how this occurs. Here we showed that the innate immune transcription factor IRF3 is a strong repressor of thermogenic gene expression and oxygen consumption in adipocytes. IRF3 achieved this by driving expression of the ubiquitin-like modifier ISG15, which became covalently attached to glycolytic enzymes, thus reducing their function and decreasing lactate production. Lactate repletion was able to restore thermogenic gene expression, even when the IRF3/ISG15 axis was activated. Mice lacking ISG15 phenocopied mice lacking IRF3 in adipocytes, as both had elevated energy expenditure and were resistant to diet-induced obesity. These studies provide a deep mechanistic understanding of how the chronic inflammatory milieu of adipose tissue in obesity prevents thermogenic compensation for overnutrition.
Collapse
Affiliation(s)
- Shuai Yan
- Division of Endocrinology, Diabetes, and Metabolism, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Manju Kumari
- Division of Endocrinology, Diabetes, and Metabolism, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA.,Department of Biochemistry and Molecular Cell Biology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Haopeng Xiao
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Harvard Medical School, Boston, Massachusetts, USA
| | - Christopher Jacobs
- Division of Endocrinology, Diabetes, and Metabolism, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA.,Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA
| | - Shihab Kochumon
- Immunology and Microbiology Department, Dasman Diabetes Institute, Kuwait City, Kuwait
| | - Mark Jedrychowski
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
| | - Edward Chouchani
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.,Harvard Medical School, Boston, Massachusetts, USA
| | - Rasheed Ahmad
- Immunology and Microbiology Department, Dasman Diabetes Institute, Kuwait City, Kuwait
| | - Evan D Rosen
- Division of Endocrinology, Diabetes, and Metabolism, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA.,Harvard Medical School, Boston, Massachusetts, USA.,Broad Institute of Harvard and MIT, Cambridge, Massachusetts, USA
| |
Collapse
|
21
|
Chan CC, Harley ITW, Pfluger PT, Trompette A, Stankiewicz TE, Allen JL, Moreno-Fernandez ME, Damen MSMA, Oates JR, Alarcon PC, Doll JR, Flick MJ, Flick LM, Sanchez-Gurmaches J, Mukherjee R, Karns R, Helmrath M, Inge TH, Weisberg SP, Pamp SJ, Relman DA, Seeley RJ, Tschöp MH, Karp CL, Divanovic S. A BAFF/APRIL axis regulates obesogenic diet-driven weight gain. Nat Commun 2021; 12:2911. [PMID: 34006859 PMCID: PMC8131685 DOI: 10.1038/s41467-021-23084-1] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2019] [Accepted: 04/12/2021] [Indexed: 02/07/2023] Open
Abstract
The impact of immune mediators on weight homeostasis remains underdefined. Interrogation of resistance to diet-induced obesity in mice lacking a negative regulator of Toll-like receptor signaling serendipitously uncovered a role for B cell activating factor (BAFF). Here we show that overexpression of BAFF in multiple mouse models associates with protection from weight gain, approximating a log-linear dose response relation to BAFF concentrations. Gene expression analysis of BAFF-stimulated subcutaneous white adipocytes unveils upregulation of lipid metabolism pathways, with BAFF inducing white adipose tissue (WAT) lipolysis. Brown adipose tissue (BAT) from BAFF-overexpressing mice exhibits increased Ucp1 expression and BAFF promotes brown adipocyte respiration and in vivo energy expenditure. A proliferation-inducing ligand (APRIL), a BAFF homolog, similarly modulates WAT and BAT lipid handling. Genetic deletion of both BAFF and APRIL augments diet-induced obesity. Lastly, BAFF/APRIL effects are conserved in human adipocytes and higher BAFF/APRIL levels correlate with greater BMI decrease after bariatric surgery. Together, the BAFF/APRIL axis is a multifaceted immune regulator of weight gain and adipose tissue function.
Collapse
Affiliation(s)
- Calvin C Chan
- Department of Pediatrics, The University of Cincinnati College of Medicine, Cincinnati, OH, USA
- Division of Immunobiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
- Medical Scientist Training Program, The University of Cincinnati College of Medicine and Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
- Immunology Graduate Program, The University of Cincinnati College of Medicine and Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Isaac T W Harley
- Department of Pediatrics, The University of Cincinnati College of Medicine, Cincinnati, OH, USA
- Division of Immunobiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
- Medical Scientist Training Program, The University of Cincinnati College of Medicine and Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
- Immunology Graduate Program, The University of Cincinnati College of Medicine and Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
- Division of Rheumatology, Department of Internal Medicine and Department of Immunology & Microbiology, The University of Colorado Denver, Aurora, CO, USA
| | - Paul T Pfluger
- Research Unit NeuroBiology of Diabetes, Helmholtz Center Munich, Neuherberg, Germany
- Institute for Diabetes and Obesity, Helmholtz Center Munich, Neuherberg, Germany
- German Center for Diabetes Research (DZD), Neuherberg, Germany
- Division of Metabolic Diseases, Technische Universität München, Munich, Germany
| | - Aurelien Trompette
- Department of Pediatrics, The University of Cincinnati College of Medicine, Cincinnati, OH, USA
- Division of Immunobiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
- University of Lausanne, Service de Pneumologie, CHUV, CLED 02.206, Epalinges, Switzerland
| | - Traci E Stankiewicz
- Department of Pediatrics, The University of Cincinnati College of Medicine, Cincinnati, OH, USA
- Division of Immunobiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Jessica L Allen
- Department of Pediatrics, The University of Cincinnati College of Medicine, Cincinnati, OH, USA
- Division of Immunobiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
- Immunology Graduate Program, The University of Cincinnati College of Medicine and Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
- , Charlotte, NC, USA
| | - Maria E Moreno-Fernandez
- Department of Pediatrics, The University of Cincinnati College of Medicine, Cincinnati, OH, USA
- Division of Immunobiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Michelle S M A Damen
- Department of Pediatrics, The University of Cincinnati College of Medicine, Cincinnati, OH, USA
- Division of Immunobiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Jarren R Oates
- Department of Pediatrics, The University of Cincinnati College of Medicine, Cincinnati, OH, USA
- Division of Immunobiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
- Immunology Graduate Program, The University of Cincinnati College of Medicine and Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Pablo C Alarcon
- Department of Pediatrics, The University of Cincinnati College of Medicine, Cincinnati, OH, USA
- Division of Immunobiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
- Medical Scientist Training Program, The University of Cincinnati College of Medicine and Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
- Immunology Graduate Program, The University of Cincinnati College of Medicine and Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Jessica R Doll
- Department of Pediatrics, The University of Cincinnati College of Medicine, Cincinnati, OH, USA
- Division of Immunobiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Matthew J Flick
- Department of Pediatrics, The University of Cincinnati College of Medicine, Cincinnati, OH, USA
- Division of Experimental Hematology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
- The University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Leah M Flick
- Department of Pediatrics, The University of Cincinnati College of Medicine, Cincinnati, OH, USA
- Division of Immunobiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
- , Chapel Hill, NC, USA
| | - Joan Sanchez-Gurmaches
- Department of Pediatrics, The University of Cincinnati College of Medicine, Cincinnati, OH, USA
- Division of Endocrinology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
- Division of Developmental Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Rajib Mukherjee
- Department of Pediatrics, The University of Cincinnati College of Medicine, Cincinnati, OH, USA
- Division of Endocrinology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Rebekah Karns
- Department of Pediatrics, The University of Cincinnati College of Medicine, Cincinnati, OH, USA
- Division of Gastroenterology, Hepatology and Nutrition, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Michael Helmrath
- Pediatric General and Thoracic Surgery, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
- Stem Cell & Organoid Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Thomas H Inge
- Department of Surgery, Children's Hospital Colorado, Aurora, CO, USA
| | | | - Sünje J Pamp
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, USA
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
- National Food Institute, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - David A Relman
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, USA
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA
- Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA
| | - Randy J Seeley
- Department of Surgery, Internal Medicine and Nutritional Sciences, University of Michigan, Ann Arbor, MI, USA
| | - Matthias H Tschöp
- Institute for Diabetes and Obesity, Helmholtz Center Munich, Neuherberg, Germany
- German Center for Diabetes Research (DZD), Neuherberg, Germany
- Division of Metabolic Diseases, Technische Universität München, Munich, Germany
| | - Christopher L Karp
- Department of Pediatrics, The University of Cincinnati College of Medicine, Cincinnati, OH, USA
- Division of Immunobiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
- Medical Scientist Training Program, The University of Cincinnati College of Medicine and Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
- Immunology Graduate Program, The University of Cincinnati College of Medicine and Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
- Global Health Discovery & Translational Sciences, Bill & Melinda Gates Foundation, Seattle, WA, USA
| | - Senad Divanovic
- Department of Pediatrics, The University of Cincinnati College of Medicine, Cincinnati, OH, USA.
- Division of Immunobiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA.
- Medical Scientist Training Program, The University of Cincinnati College of Medicine and Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA.
- Immunology Graduate Program, The University of Cincinnati College of Medicine and Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA.
- Center for Inflammation and Tolerance, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA.
| |
Collapse
|
22
|
Clark TC, Boudinot P, Collet B. Evolution of the IRF Family in Salmonids. Genes (Basel) 2021; 12:genes12020238. [PMID: 33567584 PMCID: PMC7915476 DOI: 10.3390/genes12020238] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Revised: 02/01/2021] [Accepted: 02/04/2021] [Indexed: 12/30/2022] Open
Abstract
Interferon regulatory factors (IRFs) as a family, are major regulators of the innate antiviral response in vertebrates principally involved in regulating the expression of interferons (IFNs) and interferon-stimulated genes (ISGs). To date, nine IRFs have been identified in mammals with a 10th member also found in several avian and fish species. Through genome mining and phylogenetic analysis, we identified and characterised 23 irf genes in 6 salmonid species. This larger repertoire of IRF in salmonids results from two additional whole-genome duplications which occurred in early teleosts and salmonids, respectively. Synteny analysis was then used to identify and confirm which paralogues belonged to each subgroup and a new nomenclature was assigned to the salmonid IRFs. Furthermore, we present a full set of Real-Time PCR primers for all rainbow trout IRFs, confirmed by sequencing to ensure paralogue specificity. RT PCR was then used to examine the response of all trout irf genes in vivo, following Vibrio anguillarum and poly I:C stimulation, indicating potential functional divergence between paralogues. Overall, this study presents a comprehensive overview of the IRF family in salmonids and highlights some novel roles for the salmonid-specific IRFs in immunity.
Collapse
|
23
|
Mukai S, Mizokami A, Otani T, Sano T, Matsuda M, Chishaki S, Gao J, Kawakubo-Yasukochi T, Tang R, Kanematsu T, Takeuchi H, Jimi E, Hirata M. Adipocyte-specific GPRC6A ablation promotes diet-induced obesity by inhibiting lipolysis. J Biol Chem 2021; 296:100274. [PMID: 33428938 PMCID: PMC7949034 DOI: 10.1016/j.jbc.2021.100274] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2019] [Revised: 12/22/2020] [Accepted: 01/07/2021] [Indexed: 12/17/2022] Open
Abstract
The G protein–coupled receptor GPRC6A regulates various physiological processes in response to its interaction with multiple ligands, such as extracellular basic amino acids, divalent cations, testosterone, and the uncarboxylated form of osteocalcin (GluOC). Global ablation of GPRC6A increases the susceptibility of mice to diet-induced obesity and related metabolic disorders. However, given that GPRC6A is expressed in many tissues and responds to a variety of hormonal and nutritional signals, the cellular and molecular mechanisms underlying the development of metabolic disorders in conventional knockout mice have remained unclear. On the basis of our previous observation that long-term oral administration of GluOC markedly reduced adipocyte size and improved glucose tolerance in WT mice, we examined whether GPRC6A signaling in adipose tissue might be responsible for prevention of metabolic disorders. We thus generated adipocyte-specific GPRC6A knockout mice, and we found that these animals manifested increased adipose tissue weight, adipocyte hypertrophy, and adipose tissue inflammation when fed a high-fat and high-sucrose diet compared with control mice. These effects were associated with reduced lipolytic activity because of downregulation of lipolytic enzymes such as adipose triglyceride lipase and hormone-sensitive lipase in adipose tissue of the conditional knockout mice. Given that, among GPR6CA ligands tested, GluOC and ornithine increased the expression of adipose triglyceride lipase in cultured 3T3-L1 adipocytes in a manner dependent on GPRC6A, our results suggest that the constitutive activation of GPRC6A signaling in adipocytes by GluOC or ornithine plays a key role in adipose lipid handling and the prevention of obesity and related metabolic disorders.
Collapse
Affiliation(s)
- Satoru Mukai
- OBT Research Center, Faculty of Dental Science, Kyushu University, Fukuoka, Japan; Department of Health and Nutrition care, Faculty of Allied Health Sciences, University of East Asia, Shimonoseki, Japan
| | - Akiko Mizokami
- OBT Research Center, Faculty of Dental Science, Kyushu University, Fukuoka, Japan.
| | - Takahito Otani
- Division of Functional Structure, Department of Morphological Biology, Fukuoka Dental College, Fukuoka, Japan
| | - Tomomi Sano
- Department of Cell Biology and Pharmacology, Faculty of Dental Science, Kyushu University, Fukuoka, Japan
| | - Miho Matsuda
- Laboratory of Molecular and Cellular Biochemistry, Faculty of Dental Science, Kyushu University, Fukuoka, Japan
| | - Sakura Chishaki
- OBT Research Center, Faculty of Dental Science, Kyushu University, Fukuoka, Japan; Laboratory of Molecular and Cellular Biochemistry, Faculty of Dental Science, Kyushu University, Fukuoka, Japan
| | - Jing Gao
- Laboratory of Molecular and Cellular Biochemistry, Faculty of Dental Science, Kyushu University, Fukuoka, Japan
| | | | - Ronghao Tang
- Laboratory of Molecular and Cellular Biochemistry, Faculty of Dental Science, Kyushu University, Fukuoka, Japan
| | - Takashi Kanematsu
- Department of Cell Biology and Pharmacology, Faculty of Dental Science, Kyushu University, Fukuoka, Japan
| | - Hiroshi Takeuchi
- Division of Applied Pharmacology, Kyushu Dental University, Kitakyushu, Japan
| | - Eijiro Jimi
- OBT Research Center, Faculty of Dental Science, Kyushu University, Fukuoka, Japan; Laboratory of Molecular and Cellular Biochemistry, Faculty of Dental Science, Kyushu University, Fukuoka, Japan
| | - Masato Hirata
- Oral Medicine Research Center, Fukuoka Dental College, Fukuoka, Japan.
| |
Collapse
|
24
|
Abstract
We discovered a unique expression pattern of two histone methyltransferases Suv39h1 and Suv39h2 during 3T3-L1 adipogenesis, both of which preferentially catalyse the formation of H3K9 dimethylation (H3K9me2) and further H3K9 trimethylation (H3K9me3), a transcriptional repressive mark. The expression of Suv39h1 and Suv39h2 displayed a sharp increase at the early stage of 3T3-L1 differentiation, which peaked after differentiation induction, and then declined towards later stage of differentiation, suggesting a key role for these two histone methyltransferases in adipogenesis. Indeed, inactivating Suv39h1 or Suv39h2 via lentiviral shRNA knockdown inhibited adipogenesis, while overexpressing Suv39h1 promoted adipogenesis. Notably, overexpressing or knocking down Suv39h1 in 3T3-L1 cells was associated with reciprocal changes in the expression of Wnt10a, an anti-adipogenic regulator. Further, Wnt10a knockdown largely prevented the inhibitory effect of Suv39h1 on adipogenesis, indicating Wnt10a as a downstream target mediating Suv39h1’s action in adipogenesis. Mechanistically, our comprehensive approaches involving ChIP, co-immunoprecipitation and pyrosequencing analysis demonstrated that Suv39h1 may regulate Wnt10a expression via H3K9 methylation and interaction with DNA methyltransferase 1 (DNMT1) at the Wnt10a promoter, resulting in altered DNA methylation at the promoter. We conclude that Suv39h promotes adipogenesis by epigenetically down-regulating Wnt10a expression via H3K9me3 and DNA methylation at the Wnt10a promoter.Abbreviated title: Suv39h and 3T3-L1 Adipogenesis
Collapse
Affiliation(s)
- Jia Jing
- Department of Biology, Georgia State University, Atlanta, GA, USA
| | - Fenfen Li
- Department of Biology, Georgia State University, Atlanta, GA, USA
| | - Lin Zha
- Department of Biology, Georgia State University, Atlanta, GA, USA
- Clinical Center of Spaceport, Chinese PLA General Hospital, Beijing, China
| | - Xiaosong Yang
- Department of Biology, Georgia State University, Atlanta, GA, USA
- Key Laboratory on Cardiovascular, Cerebrovascular, and Metabolic Disorders, Hubei University of Science and Technology, Xianning, China
| | - Rui Wu
- Department of Biology, Georgia State University, Atlanta, GA, USA
| | - Shirong Wang
- Department of Biology, Georgia State University, Atlanta, GA, USA
| | - Bingzhong Xue
- Department of Biology, Georgia State University, Atlanta, GA, USA
| | - Hang Shi
- Department of Biology, Georgia State University, Atlanta, GA, USA
| |
Collapse
|
25
|
Implications of metabolism-driven myeloid dysfunctions in cancer therapy. Cell Mol Immunol 2020; 18:829-841. [PMID: 33077904 PMCID: PMC7570408 DOI: 10.1038/s41423-020-00556-w] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2020] [Accepted: 09/10/2020] [Indexed: 02/07/2023] Open
Abstract
Immune homeostasis is maintained by an adequate balance of myeloid and lymphoid responses. In chronic inflammatory states, including cancer, this balance is lost due to dramatic expansion of myeloid progenitors that fail to mature to functional inflammatory neutrophils, macrophages, and dendritic cells (DCs), thus giving rise to a decline in the antitumor effector lymphoid response. Cancer-related inflammation orchestrates the production of hematopoietic growth factors and cytokines that perpetuate recruitment and activation of myeloid precursors, resulting in unresolved and chronic inflammation. This pathologic inflammation creates profound alterations in the intrinsic cellular metabolism of the myeloid progenitor pool, which is amplified by competition for essential nutrients and by hypoxia-induced metabolic rewiring at the tumor site. Therefore, persistent myelopoiesis and metabolic dysfunctions contribute to the development of cancer, as well as to the severity of a broad range of diseases, including metabolic syndrome and autoimmune and infectious diseases. The aims of this review are to (1) define the metabolic networks implicated in aberrant myelopoiesis observed in cancer patients, (2) discuss the mechanisms underlying these clinical manifestations and the impact of metabolic perturbations on clinical outcomes, and (3) explore new biomarkers and therapeutic strategies to restore immunometabolism and differentiation of myeloid cells towards an effector phenotype to increase host antitumor immunity. We propose that the profound metabolic alterations and associated transcriptional changes triggered by chronic and overactivated immune responses in myeloid cells represent critical factors influencing the balance between therapeutic efficacy and immune-related adverse effects (irAEs) for current therapeutic strategies, including immune checkpoint inhibitor (ICI) therapy.
Collapse
|
26
|
Zhu X, Yao T, Wang R, Guo S, Wang X, Zhou Z, Zhang Y, Zhuo X, Wang R, Li JZ, Liu T, Kong X. IRF4 in Skeletal Muscle Regulates Exercise Capacity via PTG/Glycogen Pathway. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2020; 7:2001502. [PMID: 33042761 PMCID: PMC7539189 DOI: 10.1002/advs.202001502] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Revised: 05/09/2020] [Indexed: 06/11/2023]
Abstract
Exercise-induced fatigue and exhaustion are interesting areas for many researchers. Muscle glycogen is critical for physical performance. However, how glycogen metabolism is manipulated during exercise is not very clear. The aim here is to assess the impact of interferon regulatory factor 4 (IRF4) on skeletal muscle glycogen and subsequent regulation of exercise capacity. Skeletal muscle-specific IRF4 knockout mice show normal body weight and insulin sensitivity, but better exercise capacity and increased glycogen content with unaltered triglyceride levels compared to control mice on chow diet. In contrast, mice overexpression of IRF4 displays decreased exercise capacity and lower glycogen content. Mechanistically, IRF4 regulates glycogen-associated regulatory subunit protein targeting to glycogen (PTG) to manipulate glucose metabolism in skeletal muscle. Knockdown of PTG can reverse the effects imposed by the absence of IRF4 in vivo. These studies reveal a regulatory pathway including IRF4/PTG/glycogen synthesis on controlling exercise capacity.
Collapse
Affiliation(s)
- Xiaopeng Zhu
- Division of Pediatric EndocrinologyDepartment of PediatricsUCLA Children's Discovery and Innovation InstituteDavid Geffen School of Medicine at UCLALos AngelesCA90095USA
- Department of Endocrinology and MetabolismZhongshan HospitalFudan UniversityShanghai200032P. R. China
- Fudan Institute for Metabolic DiseaseFudan UniversityShanghai200032P. R. China
| | - Ting Yao
- Division of Pediatric EndocrinologyDepartment of PediatricsUCLA Children's Discovery and Innovation InstituteDavid Geffen School of Medicine at UCLALos AngelesCA90095USA
| | - Ru Wang
- School of KinesiologyKey Laboratory of Exercise and Health Sciences of Ministry of EducationShanghai University of SportShanghai200438P. R. China
| | - Shanshan Guo
- School of KinesiologyKey Laboratory of Exercise and Health Sciences of Ministry of EducationShanghai University of SportShanghai200438P. R. China
| | - Xin Wang
- Division of Pediatric EndocrinologyDepartment of PediatricsUCLA Children's Discovery and Innovation InstituteDavid Geffen School of Medicine at UCLALos AngelesCA90095USA
- Department of Internal MedicineHarbin Medical University Cancer HospitalHarbin Medical UniversityNo. 150 Haping ST, Nangang DistrictHarbinHeilongjiang150081P. R. China
| | - Zhenqi Zhou
- Department of MedicineDivision of Endocrinology, Diabetes and HypertensionDavid Geffen School of MedicineUniversity of CaliforniaLos AngelesCA90095USA
| | - Yan Zhang
- School of Life SciencesFudan UniversityShanghai200032P. R. China
| | - Xiaozhen Zhuo
- Department of CardiologyThe First Affiliated HospitalXi'an Jiaotong UniversityXi'anShanxi710061P. R. China
| | - Ruitao Wang
- Department of Internal MedicineHarbin Medical University Cancer HospitalHarbin Medical UniversityNo. 150 Haping ST, Nangang DistrictHarbinHeilongjiang150081P. R. China
| | - John Zhong Li
- The Key Laboratory of Rare Metabolic DiseaseDepartment of Biochemistry and Molecular BiologyThe Key Laboratory of Human Functional Genomics of Jiangsu ProvinceNanjing Medical UniversityNanjingJiangsu211166P. R. China
| | - Tiemin Liu
- State Key Laboratory of Genetic EngineeringDepartment of Endocrinology and Metabolism and School of Life SciencesZhongshan HospitalFudan UniversityShanghai200032P. R. China
- Institute of Metabolism and Integrative Biologyand Collaborative Innovation Center for Genetics and DevelopmentFudan UniversityShanghai200032P. R. China
- Human Phenome InstituteFudan UniversityShanghai200032P. R. China
| | - Xingxing Kong
- Division of Pediatric EndocrinologyDepartment of PediatricsUCLA Children's Discovery and Innovation InstituteDavid Geffen School of Medicine at UCLALos AngelesCA90095USA
| |
Collapse
|
27
|
Repetitive Intermittent Hyperglycemia Drives the M1 Polarization and Inflammatory Responses in THP-1 Macrophages Through the Mechanism Involving the TLR4-IRF5 Pathway. Cells 2020; 9:cells9081892. [PMID: 32806763 PMCID: PMC7463685 DOI: 10.3390/cells9081892] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2020] [Revised: 08/08/2020] [Accepted: 08/10/2020] [Indexed: 02/07/2023] Open
Abstract
Repetitive intermittent hyperglycemia (RIH) is an independent risk factor for complications associated with type-2 diabetes (T2D). Glucose fluctuations commonly occur in T2D patients with poor glycemic control or following intensive therapy. Reducing blood glucose as well as glucose fluctuations is critical to the control of T2D and its macro-/microvascular complications. The interferon regulatory factor (IRF)-5 located downstream of the nutrient sensor toll-like receptor (TLR)-4, is emerging as a key metabolic regulator. It remains unclear how glucose fluctuations may alter the IRF5/TLR4 expression and inflammatory responses in monocytes/macrophages. To investigate this, first, we determined IRF5 gene expression by real-time qRT-PCR in the white adipose tissue samples from 39 T2D and 48 nondiabetic individuals. Next, we cultured THP-1 macrophages in hypo- and hyperglycemic conditions and compared, at the protein and transcription levels, the expressions of IRF5, TLR4, and M1/M2 polarization profile and inflammatory markers against control (normoglycemia). Protein expression was assessed using flow cytometry, ELISA, Western blotting, and/or confocal microscopy. IRF5 silencing was achieved by small interfering RNA (siRNA) transfection. The data show that adipose IRF5 gene expression was higher in T2D than nondiabetic counterparts (p = 0.006), which correlated with glycated hemoglobin (HbA1c) (r = 0.47/p < 0.001), homeostatic model assessment of insulin resistance (HOMA-IR) (r = 0.23/p = 0.03), tumor necrosis factor (TNF)-α (r = 0.56/p < 0.0001), interleukin (IL)-1β (r = 0.40/p = 0.0009), and C-C motif chemokine receptor (CCR)-2 (r = 0.49/p < 0.001) expression. IRF5 expression in macrophages was induced/upregulated (p < 0.05) by hypoglycemia (3 mM/L), persistent hyperglycemia (15 mM/L–25 mM/L), and RIH/glucose fluctuations (3–15 mM/L) as compared to normoglycemia (5 mM/L). RIH/glucose fluctuations also induced M1 polarization and an inflammatory profile (CD11c, IL-1β, TNF-α, IL-6, and monocyte chemoattractant protein (MCP)-1) in macrophages. RIH/glucose fluctuations also drove the expression of matrix metalloproteinase (MMP)-9 (p < 0.001), which is a known marker for cardiovascular complication in T2D patients. Notably, all these changes were counteracted by IRF5 silencing in macrophages. In conclusion, RIH/glucose fluctuations promote the M1 polarization and inflammatory responses in macrophages via the mechanism involving TLR4-IRF5 pathway, which may have significance for metabolic inflammation.
Collapse
|
28
|
He B, Wang X, Jin X, Xue Z, Zhu J, Wang C, Jin Y, Fu Z. β -Cypermethrin promotes the adipogenesis of 3T3-L1 cells via inducing autophagy and shaping an adipogenesis-friendly microenvironment. Acta Biochim Biophys Sin (Shanghai) 2020; 52:821-831. [PMID: 32637997 DOI: 10.1093/abbs/gmaa049] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2019] [Revised: 01/05/2020] [Accepted: 01/20/2020] [Indexed: 02/07/2023] Open
Abstract
The toxicity of synthetic pyrethroids has garnered attention, and studies have revealed that pyrethroids promote fat accumulation and lead to obesity in mice. Nevertheless, the effect of β-cypermethrin (β-CYP) on adipogenesis and its underlying mechanism remains largely unknown. In this study, mouse embryo fibroblasts 3T3-L1 cells were exposed to β-CYP, and the cell viability, intracellular reactive oxygen species (ROS) level, autophagy, and adipogenesis were assessed to investigate the roles of oxidative stress and autophagy in the toxic effects of β-CYP on adipogenesis. The results demonstrated that treatment with 100 μΜ β-CYP elevated the ROS level, decreased mitochondrion membrane potential, stimulated autophagy, and enhanced the adipogenesis induced by the mixture of insulin, dexamethasone, and 3-isobutyl-1-methylxanthine. However, co-treatment with N-acetyl-L-cysteine partially blocked the abovementioned effects of β-CYP in 3T3-L1 cells. In addition, co-treatment with rapamycin, an autophagy agonist, enhanced the inductive effect of β-CYP on adipogenesis, whereas co-treatment with 3-methyladenine blocked the enhancement of adipogenesis caused by β-CYP. Moreover, β-CYP also altered the microenvironment of 3T3-L1 cells to an adipogenesis-friendly one by reducing the extracellular expression of miR-34a, suggesting that the culture media of β-CYP-treated 3T3-L1 cells could shift macrophages to M2 type. Taken together, the data obtained in the present study demonstrated that β-CYP promoted adipogenesis via oxidative stress-mediated autophagy disturbance, and it caused macrophage M2 polarization via the alteration of miR-34a level in the microenvironment. The study demonstrated the adipogenesis-promoting effect of β-CYP and unveiled the potential mechanism.
Collapse
Affiliation(s)
- Bingnan He
- College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou 310032, China
| | - Xia Wang
- College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou 310032, China
| | - Xini Jin
- College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou 310032, China
| | - Zimeng Xue
- College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou 310032, China
| | - Jianbo Zhu
- College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou 310032, China
| | - Caiyun Wang
- College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou 310032, China
| | - Yuanxiang Jin
- College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou 310032, China
| | - Zhengwei Fu
- College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou 310032, China
| |
Collapse
|
29
|
Senatus L, López-Díez R, Egaña-Gorroño L, Liu J, Hu J, Daffu G, Li Q, Rahman K, Vengrenyuk Y, Barrett TJ, Dewan MZ, Guo L, Fuller D, Finn AV, Virmani R, Li H, Friedman RA, Fisher EA, Ramasamy R, Schmidt AM. RAGE impairs murine diabetic atherosclerosis regression and implicates IRF7 in macrophage inflammation and cholesterol metabolism. JCI Insight 2020; 5:137289. [PMID: 32641587 PMCID: PMC7406264 DOI: 10.1172/jci.insight.137289] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Accepted: 05/21/2020] [Indexed: 12/27/2022] Open
Abstract
Despite advances in lipid-lowering therapies, people with diabetes continue to experience more limited cardiovascular benefits. In diabetes, hyperglycemia sustains inflammation and preempts vascular repair. We tested the hypothesis that the receptor for advanced glycation end-products (RAGE) contributes to these maladaptive processes. We report that transplantation of aortic arches from diabetic, Western diet-fed Ldlr-/- mice into diabetic Ager-/- (Ager, the gene encoding RAGE) versus WT diabetic recipient mice accelerated regression of atherosclerosis. RNA-sequencing experiments traced RAGE-dependent mechanisms principally to the recipient macrophages and linked RAGE to interferon signaling. Specifically, deletion of Ager in the regressing diabetic plaques downregulated interferon regulatory factor 7 (Irf7) in macrophages. Immunohistochemistry studies colocalized IRF7 and macrophages in both murine and human atherosclerotic plaques. In bone marrow-derived macrophages (BMDMs), RAGE ligands upregulated expression of Irf7, and in BMDMs immersed in a cholesterol-rich environment, knockdown of Irf7 triggered a switch from pro- to antiinflammatory gene expression and regulated a host of genes linked to cholesterol efflux and homeostasis. Collectively, this work adds a new dimension to the immunometabolic sphere of perturbations that impair regression of established diabetic atherosclerosis and suggests that targeting RAGE and IRF7 may facilitate vascular repair in diabetes.
Collapse
Affiliation(s)
- Laura Senatus
- Diabetes Research Program, Division of Endocrinology, Diabetes and Metabolism, Department of Medicine
| | - Raquel López-Díez
- Diabetes Research Program, Division of Endocrinology, Diabetes and Metabolism, Department of Medicine
| | - Lander Egaña-Gorroño
- Diabetes Research Program, Division of Endocrinology, Diabetes and Metabolism, Department of Medicine
| | - Jianhua Liu
- Marc and Ruti Bell Program in Vascular Biology, Leon H. Charney Division of Cardiology, Department of Medicine
| | - Jiyuan Hu
- Division of Biostatistics, Department of Population Health, and Department of Environmental Medicine, and
| | - Gurdip Daffu
- Diabetes Research Program, Division of Endocrinology, Diabetes and Metabolism, Department of Medicine
| | - Qing Li
- Diabetes Research Program, Division of Endocrinology, Diabetes and Metabolism, Department of Medicine
| | - Karishma Rahman
- Marc and Ruti Bell Program in Vascular Biology, Leon H. Charney Division of Cardiology, Department of Medicine
| | - Yuliya Vengrenyuk
- Marc and Ruti Bell Program in Vascular Biology, Leon H. Charney Division of Cardiology, Department of Medicine
| | - Tessa J. Barrett
- Marc and Ruti Bell Program in Vascular Biology, Leon H. Charney Division of Cardiology, Department of Medicine
| | - M. Zahidunnabi Dewan
- Experimental Pathology Research Laboratory, Department of Pathology, New York University (NYU) Langone Medical Center, New York, New York, USA
| | - Liang Guo
- CVPath Institute, Gaithersburg, Maryland, USA
| | | | | | | | - Huilin Li
- Division of Biostatistics, Department of Population Health, and Department of Environmental Medicine, and
| | - Richard A. Friedman
- Biomedical Informatics Shared Resource, Herbert Irving Comprehensive Cancer Center, and Department of Biomedical Informatics, Columbia University Irving Medical Center, New York, New York, USA
| | - Edward A. Fisher
- Marc and Ruti Bell Program in Vascular Biology, Leon H. Charney Division of Cardiology, Department of Medicine
| | - Ravichandran Ramasamy
- Diabetes Research Program, Division of Endocrinology, Diabetes and Metabolism, Department of Medicine
| | - Ann Marie Schmidt
- Diabetes Research Program, Division of Endocrinology, Diabetes and Metabolism, Department of Medicine
| |
Collapse
|
30
|
Kuroda M, Nishiguchi M, Ugawa N, Ishikawa E, Kawabata Y, Okamoto S, Sasaki W, Miyatake Y, Sebe M, Masumoto S, Tsutsumi R, Harada N, Sakaue H. Interferon regulatory factor 7 mediates obesity-associated MCP-1 transcription. PLoS One 2020; 15:e0233390. [PMID: 32437400 PMCID: PMC7241760 DOI: 10.1371/journal.pone.0233390] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2019] [Accepted: 05/04/2020] [Indexed: 11/18/2022] Open
Abstract
Hypertrophy, associated with adipocyte dysfunction, causes increased pro-inflammatory adipokine, and abnormal glucose and lipid metabolism, leading to insulin resistance and obesity-related-health problems. By combining DNA microarray and genomic data analyses to predict DNA binding motifs, we identified the transcription factor Interferon Regulatory Factor 7 (IRF7) as a possible regulator of genes related to adipocyte hypertrophy. To investigate the role of IRF7 in adipocytes, we examined gene expression patterns in 3T3-L1 cells infected with a retrovirus carrying the IRF7 gene and found that enforced IRF7 expression induced the expression of monocyte chemoattractant protein-1 (MCP-1), a key initial adipokine in the chronic inflammation of obesity. CRISPR/Cas9 mediated-suppression of IRF7 significantly reduced MCP-1 mRNA. Luciferase assays, chromatin immunoprecipitation PCR analysis and gel shift assay showed that IRF7 transactivates the MCP-1 gene by binding to its proximal Interferon Stimulation Response Element (ISRE), a putative IRF7 binding motif. IRF7 knockout mice exhibited lower expression of MCP-1 in epidydimal white adipose tissue under high-fat feeding conditions, suggesting the transcription factor is physiologically important for inducing MCP-1. Taken together, our results suggest that IRF7 transactivates MCP-1 mRNA in adipocytes, and it may be involved in the adipose tissue inflammation associated with obesity.
Collapse
Affiliation(s)
- Masashi Kuroda
- Department of Nutrition and Metabolism, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima-city, Tokushima, Japan
| | - Misa Nishiguchi
- Department of Nutrition and Metabolism, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima-city, Tokushima, Japan
| | - Naho Ugawa
- Department of Nutrition and Metabolism, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima-city, Tokushima, Japan
| | - Etsuko Ishikawa
- Department of Nutrition and Metabolism, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima-city, Tokushima, Japan
| | - Yasuyo Kawabata
- Department of Nutrition and Metabolism, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima-city, Tokushima, Japan
| | - Saya Okamoto
- Department of Nutrition and Metabolism, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima-city, Tokushima, Japan
| | - Waka Sasaki
- Department of Nutrition and Metabolism, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima-city, Tokushima, Japan
| | - Yumiko Miyatake
- Department of Nutrition and Metabolism, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima-city, Tokushima, Japan
| | - Mayu Sebe
- Department of Nutrition and Metabolism, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima-city, Tokushima, Japan
| | - Saeko Masumoto
- Faculty of Food and Agricultural Sciences, Fukushima University, Fukushima-city, Fukushima, Japan
| | - Rie Tsutsumi
- Department of Nutrition and Metabolism, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima-city, Tokushima, Japan
| | - Nagakatsu Harada
- Department of Health and Nutrition, Faculty of Nursing and Nutrition, The University of Shimane, Izumo-city, Shimane, Japan
| | - Hiroshi Sakaue
- Department of Nutrition and Metabolism, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima-city, Tokushima, Japan
- Diabetes Therapeutics and Research Center, Tokushima University, Tokushima-city, Tokushima, Japan
- * E-mail:
| |
Collapse
|
31
|
Single-cell transcriptional networks in differentiating preadipocytes suggest drivers associated with tissue heterogeneity. Nat Commun 2020; 11:2117. [PMID: 32355218 PMCID: PMC7192917 DOI: 10.1038/s41467-020-16019-9] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2018] [Accepted: 04/03/2020] [Indexed: 12/14/2022] Open
Abstract
White adipose tissue plays an important role in physiological homeostasis and metabolic disease. Different fat depots have distinct metabolic and inflammatory profiles and are differentially associated with disease risk. It is unclear whether these differences are intrinsic to the pre-differentiated stage. Using single-cell RNA sequencing, a unique network methodology and a data integration technique, we predict metabolic phenotypes in differentiating cells. Single-cell RNA-seq profiles of human preadipocytes during adipogenesis in vitro identifies at least two distinct classes of subcutaneous white adipocytes. These differences in gene expression are separate from the process of browning and beiging. Using a systems biology approach, we identify a new network of zinc-finger proteins that are expressed in one class of preadipocytes and is potentially involved in regulating adipogenesis. Our findings gain a deeper understanding of both the heterogeneity of white adipocytes and their link to normal metabolism and disease. The origin of the heterogeneity of metabolic and inflammatory profiles exhibited by white adipocytes is little understood. Here, using scRNA-seq and computational methods, the authors show that differentiating preadipocytes exhibit gene expression differences and suggest underlying regulators.
Collapse
|
32
|
He B, Wang X, Jin X, Xue Z, Ni Y, Zhu J, Wang C, Jin Y, Fu Z. β‐Cypermethrin
Alleviated the Inhibitory Effect of Medium from
RAW
264.7 Cells on
3T3‐L1
Cell Maturation into Adipocytes. Lipids 2020; 55:251-260. [DOI: 10.1002/lipd.12234] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2019] [Revised: 01/29/2020] [Accepted: 03/08/2020] [Indexed: 12/16/2022]
Affiliation(s)
- Bingnan He
- College of Biotechnology and BioengineeringZhejiang University of Technology Hangzhou Zhejiang 310032 China
| | - Xia Wang
- College of Biotechnology and BioengineeringZhejiang University of Technology Hangzhou Zhejiang 310032 China
| | - Xini Jin
- College of Biotechnology and BioengineeringZhejiang University of Technology Hangzhou Zhejiang 310032 China
| | - Zimeng Xue
- College of Biotechnology and BioengineeringZhejiang University of Technology Hangzhou Zhejiang 310032 China
| | - Yinhua Ni
- College of Biotechnology and BioengineeringZhejiang University of Technology Hangzhou Zhejiang 310032 China
| | - Jianbo Zhu
- College of Biotechnology and BioengineeringZhejiang University of Technology Hangzhou Zhejiang 310032 China
| | - Caiyun Wang
- College of Biotechnology and BioengineeringZhejiang University of Technology Hangzhou Zhejiang 310032 China
| | - Yuanxiang Jin
- College of Biotechnology and BioengineeringZhejiang University of Technology Hangzhou Zhejiang 310032 China
| | - Zhengwei Fu
- College of Biotechnology and BioengineeringZhejiang University of Technology Hangzhou Zhejiang 310032 China
| |
Collapse
|
33
|
Sindhu S, Kochumon S, Thomas R, Bennakhi A, Al-Mulla F, Ahmad R. Enhanced Adipose Expression of Interferon Regulatory Factor (IRF)-5 Associates with the Signatures of Metabolic Inflammation in Diabetic Obese Patients. Cells 2020; 9:cells9030730. [PMID: 32188105 PMCID: PMC7140673 DOI: 10.3390/cells9030730] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2020] [Revised: 03/01/2020] [Accepted: 03/15/2020] [Indexed: 02/06/2023] Open
Abstract
: Interferon regulatory factors (IRFs) are emerging as the metabolic transcriptional regulators in obesity/type-2 diabetes (T2D). IRF5 is implicated with macrophage polarization toward the inflammatory M1-phenotype, nonetheless, changes in the adipose expression of IRF5 in T2D and relationship of these changes with other markers of adipose inflammation remain unclear. Therefore, we determined the IRF5 gene expression in subcutaneous adipose tissue samples from 46 T2D patients including 35 obese (Body Mass Index/BMI 33.83 ± 0.42kg/m2) and 11 lean/overweight individuals (BMI 27.55 ± 0.46kg/m2) using real-time qRT-PCR. IRF5 protein expression was assessed using immunohistochemistry and confocal microscopy. Fasting plasma glucose, insulin, HbA1c, C-reactive protein, cholesterol, low- and high-density lipoproteins (LDL/HDL), and triglycerides were measured using commercial kits. IRF5 gene expression was compared with that of signature inflammatory markers and several clinico-metabolic indicators. The data (mean ± SEM) show the enhanced adipose IRF5 gene (p = 0.03) and protein (p = 0.05) expression in obese compared to lean/overweight diabetic patients. Adipose IRF5 transcripts in diabetic obese individuals associated positively with those of TNF-α, IL-18, IL-23A, CXCL8, CCL2, CCL7, CCR1/5, CD11c, CD68, CD86, TLR4/7/10, Dectin-1, FGL-2, MyD88, NF-κB, IRF3, and AML1 (p < 0.05). In diabetic lean/overweight subjects, IRF5 expression associated with BMI, body fat %age, glucose, insulin, homeostatic model assessment of insulin resistance (HOMA-IR, C-reactive protein (CRP), IL-5, and IL-1RL1 expression; while in all T2D patients, IRF5 expression correlated with that of IRF4, TLR2/8, and CD163. In conclusion, upregulated adipose tissue IRF5 expression in diabetic obese patients concurs with the inflammatory signatures and it may represent a potential marker for metabolic inflammation in obesity/T2D.
Collapse
Affiliation(s)
- Sardar Sindhu
- Animal & Imaging Core Facility, Dasman Diabetes Institute (DDI), Al-Soor Street, P.O. Box 1180, Dasman 15462, Kuwait
- Correspondence: (S.S.); (R.A.); Tel.: +965-2224-2999 (ext. 4332) (S.S.); +965-2224-2999 (ext. 4311) (R.A.); Fax: +965-2249-2406 (S.S.); +965-2249-2406 (R.A.)
| | - Shihab Kochumon
- Immunology & Microbiology, Dasman Diabetes Institute (DDI), Al-Soor Street, P.O. Box 1180, Dasman 15462, Kuwait; (S.K.); (R.T.)
| | - Reeby Thomas
- Immunology & Microbiology, Dasman Diabetes Institute (DDI), Al-Soor Street, P.O. Box 1180, Dasman 15462, Kuwait; (S.K.); (R.T.)
| | - Abdullah Bennakhi
- Medical division, Dasman Diabetes Institute (DDI), Al-Soor Street, P.O. Box 1180, Dasman 15462, Kuwait;
| | - Fahd Al-Mulla
- Genetics & Bioinformatics, Dasman Diabetes Institute (DDI), Al-Soor Street, P.O. Box 1180, Dasman 15462, Kuwait;
| | - Rasheed Ahmad
- Immunology & Microbiology, Dasman Diabetes Institute (DDI), Al-Soor Street, P.O. Box 1180, Dasman 15462, Kuwait; (S.K.); (R.T.)
- Correspondence: (S.S.); (R.A.); Tel.: +965-2224-2999 (ext. 4332) (S.S.); +965-2224-2999 (ext. 4311) (R.A.); Fax: +965-2249-2406 (S.S.); +965-2249-2406 (R.A.)
| |
Collapse
|
34
|
Jang K, Tong T, Lee J, Park T, Lee H. Altered Gene Expression Profiles in Peripheral Blood Mononuclear Cells in Obese Subjects. Obes Facts 2020; 13:375-385. [PMID: 32544907 PMCID: PMC7445570 DOI: 10.1159/000507817] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/27/2019] [Accepted: 04/02/2020] [Indexed: 12/17/2022] Open
Abstract
INTRODUCTION Gene expression profiles in human peripheral blood mononuclear cells (PBMCs) may act as a useful tool to better understand obesity. We investigated gene expression levels in PMBCs for possible differences between obese and non-obese subjects (19-55 years) and evaluated correlations between gene expression in PBMCs and clinical obesity indices. METHODS Body weight, BMI, fat amount, fat percentage, waist/hip ratio, leptin, and adiponectin levels were determined in 30 obese and 20 non-obese subjects. Expression levels of 19 genes, which were differentially expressed by clinical obesity indices in the PBMCs of high fat-fed rats, were determined in their PBMCs using real-time PCR. RESULTS The expression of 9 of 19 previously selected genes was significantly correlated with one or more clinical obesity indices. Both TFEC and CCL2 expression were negatively correlated with BMI, fat amount, fat percentage, waist/hip ratio, and leptin concentration. Similarly, TNFAIP2, VCAN, ASSI, IRF1, and HK3 expression negatively correlated with some clinical obesity indices, such as TNFAIP2 for BMI, fat amount, fat percentage, and waist/hip ratio, VCAN for fat amount, fat percentage, and waist/hip ratio, ASS1 for BMI and fat amount, IRF1 for BMI, fat amount, and fat percentage, and HK3 for fat amount. In contrast, both TNF-α and LPL expression were positively correlated with waist/hip ratio. CONCLUSION We identified 9 of 19 genes in human PBMCs that significantly correlated with one or more clinical obesity indices. Because these genes have a mechanistic basis for the development or progression of obesity and its metabolic derangements, they may help to determine possible underlying mechanisms for obesity.
Collapse
Affiliation(s)
- Kyungho Jang
- Center for Clinical Pharmacology, Biomedical Research Institute, Jeonbuk National University Hospital, Jeonju, Republic of Korea
| | - Tao Tong
- Beijing Advanced Innovation Center for Food Nutrition and Human Health, College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, China
| | - Jinhui Lee
- Department of Food and Nutrition, Brain Korea 21 PLUS Project, Yonsei University, Seoul, Republic of Korea
| | - Taesun Park
- Department of Food and Nutrition, Brain Korea 21 PLUS Project, Yonsei University, Seoul, Republic of Korea
- **Taesun Park, Department of Food and Nutrition, Yonsei University, 50 Yonsei-ro, Seodaemun-gu, Seoul 120749 (South Korea),
| | - Howard Lee
- Department of Clinical Pharmacology and Therapeutics, Seoul National University College of Medicine and Hospital, Seoul, Republic of Korea
- Department of Molecular Medicine and Biopharmaceutical Sciences, Graduate School of Convergence Science and Technology, Seoul National University, Seoul, Republic of Korea
- *Howard Lee, Department of Clinical Pharmacology and Therapeutics, Seoul National University College of Medicine and Hospital, 103 Daehak-ro, Jongno-gu, Seoul 110799 (South Korea),
| |
Collapse
|
35
|
PPAR γ/Nnat/NF- κB Axis Involved in Promoting Effects of Adiponectin on Preadipocyte Differentiation. Mediators Inflamm 2019; 2019:5618023. [PMID: 31871428 PMCID: PMC6906841 DOI: 10.1155/2019/5618023] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2019] [Revised: 09/07/2019] [Accepted: 10/16/2019] [Indexed: 01/21/2023] Open
Abstract
A previous study has demonstrated that adiponectin (APN) could promote preadipocyte differentiation, and the present study further explored its mechanism. 3T3-L1 cells were infected with adenovirus holding human adiponectin gene apM1 and mouse neuronatin (Nnat) shRNA and initiated differentiation while coculturing with mature adipocytes stimulated with LPS. After 8 days, preadipocyte differentiation was observed by Oil Red O staining. Real-time quantitative PCR was used to evaluate mRNA expression levels of monocyte chemoattractant protein-1 (MCP-1), interleukin- (IL-) 6, IL-8, and tumor necrosis factor α (TNF-α). The levels of reactive oxygen species (ROS), total antioxidant capacity (T-AOC), malondialdehyde (MDA), and superoxide dismutase (SOD) in 3T3-L1 cells were detected. Western blotting was done to quantify the protein expression levels of Nnat, peroxisome proliferator-activated receptor (PPAR) γ, p65, and inhibitor of nuclear factor κB (IκB) α. Results demonstrated that APN overexpression markedly increased preadipocyte differentiation; inhibited gene expression of MCP-1, IL-6, IL-8, and TNF-α; reduced ROS and MDA release; increased T-AOC and SOD levels; upregulated Nnat, PPAR γ, and IκB α protein expressions; and downregulated p65 protein expression under LPS stimulation. However, the effects of APN were markedly attenuated when Nnat expression was knocked down. Taken together, the present study provided evidences that the effects of APN on promoting preadipocyte differentiation under inflammatory conditions via anti-inflammation and antioxidative stress may be regulated by the PPAR γ/Nnat/NF-κB signaling pathway.
Collapse
|
36
|
Increased Adipose Tissue Expression of Interferon Regulatory Factor (IRF)-5 in Obesity: Association with Metabolic Inflammation. Cells 2019; 8:cells8111418. [PMID: 31718015 PMCID: PMC6912676 DOI: 10.3390/cells8111418] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2019] [Revised: 10/30/2019] [Accepted: 11/06/2019] [Indexed: 12/11/2022] Open
Abstract
Interferon regulatory factor (IRF)-5 is known to be involved in M1 macrophage polarization, however, changes in the adipose expression of IRF5 in obesity and their relationship with the local expression of proinflammatory cytokines/chemokines are unknown. Therefore, IRF5 gene expression was determined in the subcutaneous adipose tissue samples from 53 non-diabetic individuals (6 lean, 18 overweight, and 29 obese), using real-time RT-PCR. IRF5 protein expression was also assessed using immunohistochemistry and/or confocal microscopy. Adipose gene expression of signature immune metabolic markers was also determined and compared with adipose IRF5 gene expression. Systemic levels of C-reactive protein and adiponectin were measured by ELISA. The data show that adipose IRF5 gene (P = 0.008) and protein (P = 0.004) expression was upregulated in obese compared with lean individuals. IRF5 expression changes correlated positively with body mass index (BMI; r = 0.37/P = 0.008) and body fat percentage (r = 0.51/P = 0.0004). In obese, IRF5 changes associated positively with HbA1c (r = 0.41/P = 0.02). A good agreement was found between gene and protein expression of IRF5 in obese subjects (r = 0.65/P = 0.001). IRF5 gene expression associated positively with adipose inflammatory signatures including local expression of TNF-α, IL-6, CXCL8, CCL-2/5, IL-1β, IL-18, CXCL-9/10, CCL7, CCR-1/2/5, TLR-2/7/8/9, IRF3, MyD88, IRAK-1, and inflammatory macrophage markers (P < 0.05). Interestingly, IRF5 gene expression correlated positively with CRP (r = 0.37, P = 0.03) and negatively with adiponectin levels (r = −0.43, P = 0.009). In conclusion, elevated adipose IRF5 expression in obesity concurs with the typical inflammatory signatures, locally and systemically. Hence, the IRF5 upregulation may represent a novel adipose tissue marker for metabolic inflammation.
Collapse
|
37
|
Dantoft W, Robertson KA, Watkins WJ, Strobl B, Ghazal P. Metabolic Regulators Nampt and Sirt6 Serially Participate in the Macrophage Interferon Antiviral Cascade. Front Microbiol 2019; 10:355. [PMID: 30886604 PMCID: PMC6409323 DOI: 10.3389/fmicb.2019.00355] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2018] [Accepted: 02/11/2019] [Indexed: 11/13/2022] Open
Abstract
Molecular determinants underlying interferon (IFN)-macrophage biology can help delineate enzyme systems, pathways and mechanisms for enabling host-directed therapeutic approaches against infection. Notably, while the IFN antiviral response is known to be directly coupled to mevalonate-sterol biosynthesis, mechanistic insight for providing host pathway-therapeutic targets remain incomplete. Here, we show that Nampt and Sirt6 are coordinately regulated upon immune activation of macrophages and contribute to the IFN-sterol antiviral response. In silico analysis of the Nampt and Sirt6 promoter regions identified multiple core immune gene-regulatory transcription factor sites, including Stat1, implicating a molecular link to IFN control. Experimentally, we show using a range of genetically IFN-defective macrophages that the expression of Nampt is stringently regulated by the Jak/Stat-pathway while Sirt6 activation is temporally displaced in a partial IFN-dependent manner. We further show that pharmacological inhibition of Nampt and small interfering RNA (siRNA)-mediated inhibition of Nampt and Sirt6 promotes viral growth of cytomegalovirus in both fibroblasts and macrophages. Our results support the notion of pharmacologically exploiting immune regulated enzyme systems of macrophages for use as an adjuvant-based therapy for augmenting host protective pathway responses to infection.
Collapse
Affiliation(s)
- Widad Dantoft
- Systems Immunity Research Institute, School of Medicine, Cardiff University, Cardiff, United Kingdom
| | - Kevin A Robertson
- Division of Infection and Pathway Medicine, School of Biomedical Sciences, The University of Edinburgh, Edinburgh, United Kingdom
| | - W John Watkins
- Institute of Infection and Immunity, School of Medicine, Cardiff University, Cardiff, United Kingdom
| | - Birgit Strobl
- Institute of Animal Breeding and Genetics, Department for Biomedical Sciences, University of Veterinary Medicine Vienna, Vienna, Austria
| | - Peter Ghazal
- Systems Immunity Research Institute, School of Medicine, Cardiff University, Cardiff, United Kingdom.,Division of Infection and Pathway Medicine, School of Biomedical Sciences, The University of Edinburgh, Edinburgh, United Kingdom
| |
Collapse
|
38
|
Kong X, Yao T, Zhou P, Kazak L, Tenen D, Lyubetskaya A, Dawes BA, Tsai L, Kahn BB, Spiegelman BM, Liu T, Rosen ED. Brown Adipose Tissue Controls Skeletal Muscle Function via the Secretion of Myostatin. Cell Metab 2018; 28:631-643.e3. [PMID: 30078553 PMCID: PMC6170693 DOI: 10.1016/j.cmet.2018.07.004] [Citation(s) in RCA: 144] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2018] [Revised: 05/11/2018] [Accepted: 07/06/2018] [Indexed: 12/15/2022]
Abstract
Skeletal muscle and brown adipose tissue (BAT) are functionally linked, as exercise increases browning via secretion of myokines. It is unknown whether BAT affects muscle function. Here, we find that loss of the transcription factor IRF4 in BAT (BATI4KO) reduces exercise capacity, mitochondrial function, ribosomal protein synthesis, and mTOR signaling in muscle and causes tubular aggregate formation. Loss of IRF4 induces myogenic gene expression in BAT, including the secreted factor myostatin, a known inhibitor of muscle function. Reducing myostatin via neutralizing antibodies or soluble receptor rescues the exercise capacity of BATI4KO mice. In addition, overexpression of IRF4 in brown adipocytes reduces serum myostatin and increases exercise capacity in muscle. Finally, mice housed at thermoneutrality have reduced IRF4 in BAT, lower exercise capacity, and elevated serum myostatin; these abnormalities are corrected by excising BAT. Collectively, our data point to an unsuspected level of BAT-muscle crosstalk driven by IRF4 and myostatin.
Collapse
Affiliation(s)
- Xingxing Kong
- Division of Endocrinology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA; Division of Pediatric Endocrinology, Department of Pediatrics, UCLA Children's Discovery and Innovation Institute, David Geffen School of Medicine at UCLA, Los Angeles, CA 90095, USA.
| | - Ting Yao
- Division of Pediatric Endocrinology, Department of Pediatrics, UCLA Children's Discovery and Innovation Institute, David Geffen School of Medicine at UCLA, Los Angeles, CA 90095, USA
| | - Peng Zhou
- Division of Endocrinology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA
| | - Lawrence Kazak
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA
| | - Danielle Tenen
- Division of Endocrinology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA
| | - Anna Lyubetskaya
- Division of Endocrinology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA
| | - Brian A Dawes
- Division of Endocrinology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA
| | - Linus Tsai
- Division of Endocrinology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA
| | - Barbara B Kahn
- Division of Endocrinology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA
| | - Bruce M Spiegelman
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA 02215, USA
| | - Tiemin Liu
- Department of Endocrinology and Metabolism, State Key Laboratory of Genetic Engineering, School of Life Sciences, Zhongshan Hospital, Fudan University, Shanghai 200032, PR China; Institute of Metabolism and Integrative Biology, Collaborative Innovation Center for Genetics and Development, Fudan University, Shanghai 200032, PR China; Key Laboratory of Rare Metabolic Diseases, Nanjing Medical University, 101 Longmian Avenue, Jiangning District, Nanjing 211166, PR China.
| | - Evan D Rosen
- Division of Endocrinology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA; Broad Institute, Cambridge, MA 02142, USA.
| |
Collapse
|
39
|
Affiliation(s)
- Saverio Cinti
- Professor of Human Anatomy, Director, Center of Obesity, University of Ancona (Politecnica delle Marche), Ancona, Italy
| |
Collapse
|
40
|
Shoucri BM, Hung VT, Chamorro-García R, Shioda T, Blumberg B. Retinoid X Receptor Activation During Adipogenesis of Female Mesenchymal Stem Cells Programs a Dysfunctional Adipocyte. Endocrinology 2018; 159:2863-2883. [PMID: 29860300 PMCID: PMC6669823 DOI: 10.1210/en.2018-00056] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/14/2018] [Accepted: 05/24/2018] [Indexed: 02/08/2023]
Abstract
Early life exposure to endocrine-disrupting chemicals (EDCs) is an emerging risk factor for the development of obesity and diabetes later in life. We previously showed that prenatal exposure to the EDC tributyltin (TBT) results in increased adiposity in the offspring. These effects linger into adulthood and are propagated through successive generations. TBT activates two nuclear receptors, the peroxisome proliferator-activated receptor (PPAR) γ and its heterodimeric partner retinoid X receptor (RXR), that promote adipogenesis in vivo and in vitro. We recently employed a mesenchymal stem cell (MSC) model to show that TBT promotes adipose lineage commitment by activating RXR, not PPARγ. This led us to consider the functional consequences of PPARγ vs RXR activation in developing adipocytes. We used a transcriptomal approach to characterize genome-wide differences in MSCs differentiated with the PPARγ agonist rosiglitazone (ROSI) or TBT. Pathway analysis suggested functional deficits in TBT-treated cells. We then compared adipocytes differentiated with ROSI, TBT, or a pure RXR agonist IRX4204 (4204). Our data show that RXR activators ("rexinoids," 4204 and TBT) attenuate glucose uptake, blunt expression of the antidiabetic hormone adiponectin, and fail to downregulate proinflammatory and profibrotic transcripts, as does ROSI. Finally, 4204 and TBT treatment results in an inability to induce markers of adipocyte browning, in part due to sustained interferon signaling. Taken together, these data implicate rexinoids in the development of dysfunctional white adipose tissue that could potentially exacerbate obesity and/or diabetes risk in vivo. These data warrant further screening and characterization of EDCs that activate RXR.
Collapse
Affiliation(s)
- Bassem M Shoucri
- Department of Developmental and Cell Biology, University of California, Irvine, Irvine, California
- Medical Scientist Training Program, University of California, Irvine, Irvine, California
| | - Victor T Hung
- Department of Developmental and Cell Biology, University of California, Irvine, Irvine, California
| | - Raquel Chamorro-García
- Department of Developmental and Cell Biology, University of California, Irvine, Irvine, California
| | - Toshi Shioda
- Center for Cancer Research, Massachusetts General Hospital, Charlestown, Massachusetts
| | - Bruce Blumberg
- Department of Developmental and Cell Biology, University of California, Irvine, Irvine, California
- Department of Pharmaceutical Sciences, University of California, Irvine, Irvine, California
- Department of Biomedical Engineering, University of California, Irvine, Irvine, California
| |
Collapse
|
41
|
Shin J, Fukuhara A, Onodera T, Kita S, Yokoyama C, Otsuki M, Shimomura I. SDF-1 Is an Autocrine Insulin-Desensitizing Factor in Adipocytes. Diabetes 2018; 67:1068-1078. [PMID: 29581126 DOI: 10.2337/db17-0706] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2017] [Accepted: 03/14/2018] [Indexed: 11/13/2022]
Abstract
Insulin desensitization occurs not only under the obese diabetic condition but also in the fasting state. However, little is known about the common secretory factor(s) that are regulated under these two insulin-desensitized conditions. Here, using database analysis and in vitro and in vivo experiments, we identified stromal derived factor-1 (SDF-1) as an insulin-desensitizing factor in adipocytes, overexpressed in both fasting and obese adipose tissues. Exogenously added SDF-1 induced extracellular signal-regulated kinase signal, which phosphorylated and degraded IRS-1 protein in adipocytes, decreasing insulin-mediated signaling and glucose uptake. In contrast, knockdown of endogenous SDF-1 or inhibition of its receptor in adipocytes markedly increased IRS-1 protein levels and enhanced insulin sensitivity, indicating the autocrine action of SDF-1. In agreement with these findings, adipocyte-specific ablation of SDF-1 enhanced insulin sensitivity in adipose tissues and in the whole body. These results point to a novel regulatory mechanism of insulin sensitivity mediated by adipose autocrine SDF-1 action and provide a new insight into the process of insulin desensitization in adipocytes.
Collapse
Affiliation(s)
- Jihoon Shin
- Department of Metabolic Medicine, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
- Osaka University Graduate School of Frontier Biosciences, Suita, Osaka, Japan
- Department of Diabetes Care Medicine, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
| | - Atsunori Fukuhara
- Department of Metabolic Medicine, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
- Department of Adipose Management, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
| | - Toshiharu Onodera
- Department of Metabolic Medicine, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
- Department of Diabetes Care Medicine, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
| | - Shunbun Kita
- Department of Metabolic Medicine, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
- Department of Adipose Management, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
| | - Chieko Yokoyama
- Department of Metabolic Medicine, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
- Department of Nutrition and Life Science, Kanagawa Institute of Technology, Atsugi, Kanagawa, Japan
| | - Michio Otsuki
- Department of Metabolic Medicine, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
| | - Iichiro Shimomura
- Department of Metabolic Medicine, Osaka University Graduate School of Medicine, Suita, Osaka, Japan
- Osaka University Graduate School of Frontier Biosciences, Suita, Osaka, Japan
| |
Collapse
|
42
|
Pang Z, Junkins RD, Raudonis R, MacNeil AJ, McCormick C, Cheng Z, Lin TJ. Regulator of calcineurin 1 differentially regulates TLR-dependent MyD88 and TRIF signaling pathways. PLoS One 2018; 13:e0197491. [PMID: 29799862 PMCID: PMC5969770 DOI: 10.1371/journal.pone.0197491] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2017] [Accepted: 05/03/2018] [Indexed: 11/19/2022] Open
Abstract
Toll-like receptors (TLRs) recognize the conserved molecular patterns in microorganisms and trigger myeloid differentiation primary response 88 (MyD88) and/or TIR-domain-containing adapter-inducing interferon-β (TRIF) pathways that are critical for host defense against microbial infection. However, the molecular mechanisms that govern TLR signaling remain incompletely understood. Regulator of calcineurin-1 (RCAN1), a small evolutionarily conserved protein that inhibits calcineurin phosphatase activity, suppresses inflammation during Pseudomonas aeruginosa infection. Here, we define the roles for RCAN1 in P. aeruginosa lipopolysaccharide (LPS)-activated TLR4 signaling. We compared the effects of P. aeruginosa LPS challenge on bone marrow-derived macrophages from both wild-type and RCAN1-deficient mice and found that RCAN1 deficiency increased the MyD88-NF-κB-mediated cytokine production (IL-6, TNF and MIP-2), whereas TRIF-interferon-stimulated response elements (ISRE)-mediated cytokine production (IFNβ, RANTES and IP-10) was suppressed. RCAN1 deficiency caused increased IκBα phosphorylation and NF-κB activity in the MyD88-dependent pathway, but impaired ISRE activation and reduced IRF7 expression in the TRIF-dependent pathway. Complementary studies of a mouse model of P. aeruginosa LPS-induced acute pneumonia confirmed that RCAN1-deficient mice displayed greatly enhanced NF-κB activity and MyD88-NF-κB-mediated cytokine production, which correlated with enhanced pulmonary infiltration of neutrophils. By contrast, RCAN1 deficiency had little effect on the TRIF pathway in vivo. These findings demonstrate a novel regulatory role of RCAN1 in TLR signaling, which differentially regulates MyD88 and TRIF pathways.
Collapse
Affiliation(s)
- Zheng Pang
- Department of Pathology, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Robert D. Junkins
- Department of Microbiology and Immunology, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Renee Raudonis
- Department of Microbiology and Immunology, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Adam J. MacNeil
- Department of Microbiology and Immunology, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Craig McCormick
- Department of Microbiology and Immunology, Dalhousie University, Halifax, Nova Scotia, Canada
- Beatrice Hunter Cancer Research Institute, Halifax, Nova Scotia, Canada
| | - Zhenyu Cheng
- Department of Pathology, Dalhousie University, Halifax, Nova Scotia, Canada
- Department of Microbiology and Immunology, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Tong-Jun Lin
- Department of Pathology, Dalhousie University, Halifax, Nova Scotia, Canada
- Department of Microbiology and Immunology, Dalhousie University, Halifax, Nova Scotia, Canada
- Beatrice Hunter Cancer Research Institute, Halifax, Nova Scotia, Canada
- Department of Pediatrics, IWK Health Centre, Halifax, Nova Scotia, Canada
- * E-mail:
| |
Collapse
|
43
|
Gulyaeva O, Dempersmier J, Sul HS. Genetic and epigenetic control of adipose development. Biochim Biophys Acta Mol Cell Biol Lipids 2018; 1864:3-12. [PMID: 29704660 DOI: 10.1016/j.bbalip.2018.04.016] [Citation(s) in RCA: 43] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2017] [Revised: 01/22/2018] [Accepted: 04/19/2018] [Indexed: 01/14/2023]
Abstract
White adipose tissue (WAT) is the primary energy storage organ and its excess contributes to obesity, while brown adipose tissue (BAT) and inducible thermogenic (beige/brite) adipocytes in WAT dissipate energy via Ucp1 to maintain body temperature. BAT and subcutaneous WAT develop perinatally while visceral WAT forms after birth from precursors expressing distinct markers, such as Myf5, Pref-1, Wt1, and Prx1, depending on the anatomical location. In addition to the embryonic adipose precursors, a pool of endothelial cells or mural cells expressing Pparγ, Pdgfrβ, Sma and Zfp423 may become adipocytes during WAT expansion in adults. Several markers, such as Cd29, Cd34, Sca1, Cd24, Pdgfrα and Pref-1 are detected in adult WAT SVF cells that can be differentiated into adipocytes. However, potential heterogeneity and differences in developmental stage of these cells are not clear. Beige cells form in a depot- and condition-specific manner by de novo differentiation of precursors or by transdifferentiation. Thermogenic gene activation in brown and beige adipocytes relies on common transcriptional machinery that includes Prdm16, Zfp516, Pgc1α and Ebf2. Moreover, through changing the chromatin landscape, histone methyltransferases, such as Mll3/4 and Ehmt1, as well as demethylases, such as Lsd1, play an important role in regulating the thermogenic gene program. With the presence of BAT and beige/brite cells in human adults, increasing thermogenic activity of BAT and BAT-like tissues may help promote energy expenditure to combat obesity.
Collapse
Affiliation(s)
- Olga Gulyaeva
- Endocrinology Program, University of California, Berkeley, CA 94720, USA; Department of Nutritional Sciences & Toxicology, University of California, Berkeley, CA 94720, USA
| | - Jon Dempersmier
- Department of Nutritional Sciences & Toxicology, University of California, Berkeley, CA 94720, USA
| | - Hei Sook Sul
- Endocrinology Program, University of California, Berkeley, CA 94720, USA; Department of Nutritional Sciences & Toxicology, University of California, Berkeley, CA 94720, USA.
| |
Collapse
|
44
|
Chhabra Y, Yong HXL, Fane ME, Soogrim A, Lim W, Mahiuddin DN, Kim RSQ, Ashcroft M, Beatson SA, Ainger SA, Smit DJ, Jagirdar K, Walker GJ, Sturm RA, Smith AG. Genetic variation in IRF4 expression modulates growth characteristics, tyrosinase expression and interferon-gamma response in melanocytic cells. Pigment Cell Melanoma Res 2017; 31:51-63. [PMID: 28755520 DOI: 10.1111/pcmr.12620] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2017] [Accepted: 07/24/2017] [Indexed: 12/29/2022]
Abstract
A SNP within intron4 of the interferon regulatory factor4 (IRF4) gene, rs12203592*C/T, has been independently associated with pigmentation and age-specific effects on naevus count in European-derived populations. We have characterized the cis-regulatory activity of this intronic region and using human foreskin-derived melanoblast strains, we have explored the correlation between IRF4 rs12203592 homozygous C/C and T/T genotypes with TYR enzyme activity, supporting its association with pigmentation traits. Further, higher IRF4 protein levels directed by the rs12203592*C allele were associated with increased basal proliferation but decreased cell viability following UVR, an etiological factor in melanoma development. Since UVR, and accompanying IFNγ-mediated inflammatory response, is associated with melanomagenesis, we evaluated its effects in the context of IRF4 status. Manipulation of IRF4 levels followed by IFNγ treatment revealed a subset of chemokines and immuno-evasive molecules that are sensitive to IRF4 expression level and genotype including CTLA4 and PD-L1.
Collapse
Affiliation(s)
- Yash Chhabra
- Dermatology Research Centre, UQ Diamantina Institute, The University of Queensland, TRI, Brisbane, QLD, Australia.,School of Biomedical Sciences, Institute of Health and Biomedical Innovation, Queensland University of Technology, at the Translational Research Institute, Brisbane, QLD, Australia
| | - Hilary X L Yong
- Dermatology Research Centre, UQ Diamantina Institute, The University of Queensland, TRI, Brisbane, QLD, Australia
| | - Mitchell E Fane
- School of Biomedical Sciences, Institute of Health and Biomedical Innovation, Queensland University of Technology, at the Translational Research Institute, Brisbane, QLD, Australia.,School of Biomedical Sciences, The University of Queensland, Brisbane, QLD, Australia
| | - Arish Soogrim
- School of Biomedical Sciences, The University of Queensland, Brisbane, QLD, Australia
| | - Wen Lim
- Dermatology Research Centre, UQ Diamantina Institute, The University of Queensland, TRI, Brisbane, QLD, Australia
| | - Dayana Nur Mahiuddin
- School of Biomedical Sciences, The University of Queensland, Brisbane, QLD, Australia
| | - Reuben S Q Kim
- School of Biomedical Sciences, The University of Queensland, Brisbane, QLD, Australia
| | - Melinda Ashcroft
- School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, QLD, Australia
| | - Scott A Beatson
- School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, QLD, Australia
| | - Stephen A Ainger
- Dermatology Research Centre, UQ Diamantina Institute, The University of Queensland, TRI, Brisbane, QLD, Australia
| | - Darren J Smit
- Dermatology Research Centre, UQ Diamantina Institute, The University of Queensland, TRI, Brisbane, QLD, Australia
| | - Kasturee Jagirdar
- Dermatology Research Centre, UQ Diamantina Institute, The University of Queensland, TRI, Brisbane, QLD, Australia
| | - Graeme J Walker
- QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Richard A Sturm
- Dermatology Research Centre, UQ Diamantina Institute, The University of Queensland, TRI, Brisbane, QLD, Australia
| | - Aaron G Smith
- Dermatology Research Centre, UQ Diamantina Institute, The University of Queensland, TRI, Brisbane, QLD, Australia.,School of Biomedical Sciences, Institute of Health and Biomedical Innovation, Queensland University of Technology, at the Translational Research Institute, Brisbane, QLD, Australia
| |
Collapse
|
45
|
Shen Y, Roh HC, Kumari M, Rosen ED. Adipocyte glucocorticoid receptor is important in lipolysis and insulin resistance due to exogenous steroids, but not insulin resistance caused by high fat feeding. Mol Metab 2017; 6:1150-1160. [PMID: 29031716 PMCID: PMC5641598 DOI: 10.1016/j.molmet.2017.06.013] [Citation(s) in RCA: 53] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2017] [Revised: 06/22/2017] [Accepted: 06/23/2017] [Indexed: 11/19/2022] Open
Abstract
OBJECTIVE The critical role of adipose tissue in energy and nutrient homeostasis is influenced by many external factors, including overnutrition, inflammation, and exogenous hormones. Prior studies have suggested that glucocorticoids (GCs) in particular are major drivers of physiological and pathophysiological changes in adipocytes. In order to determine whether these effects directly require the glucocorticoid receptor (GR) within adipocytes, we generated adipocyte-specific GR knockout (AGRKO) mice. METHODS AGRKO and control mice were fed chow or high fat diet (HFD) for 14 weeks. Alternatively, AGRKO and control mice were injected with dexamethasone for two months. Glucose tolerance, insulin sensitivity, adiposity, lipolysis, thermogenesis, and insulin signaling were assessed. RESULTS We find that obesity, insulin resistance, and dysglycemia associated with high fat feeding do not require an intact GR in the adipocyte. However, exogenous dexamethasone (Dex) promotes metabolic dysfunction in mice, and this effect is reduced in mice lacking GR in adipocytes. The ability of Dex to promote "whitening" of brown fat is also reduced in these animals. We also show that GR is required for β-adrenergic and cold stimulation-mediated lipolysis via expression of the key lipolytic enzyme ATGL. CONCLUSIONS Our data suggest that the GR plays a role in normal adipose physiology via effects on lipolysis and mediates at least some of the adverse effects of exogenous steroids on metabolic function. The data also indicate that intra-adipocyte GR plays less of a role than previously believed in the local and systemic pathology associated with overnutrition.
Collapse
Affiliation(s)
- Yachen Shen
- Division of Endocrinology, Diabetes and Metabolism, Beth Israel Deaconess Medical Center, Boston, MA, USA; Department of Pathophysiology, Nanjing Medical University, Nanjing, 210029, Jiangsu, China
| | - Hyun Cheol Roh
- Division of Endocrinology, Diabetes and Metabolism, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Manju Kumari
- Division of Endocrinology, Diabetes and Metabolism, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Evan D Rosen
- Division of Endocrinology, Diabetes and Metabolism, Beth Israel Deaconess Medical Center, Boston, MA, USA; Department of Genetics, Harvard Medical School, Boston, MA, USA; Broad Institute, Cambridge, MA, USA.
| |
Collapse
|
46
|
Zhang Y, Li H. Reprogramming Interferon Regulatory Factor Signaling in Cardiometabolic Diseases. Physiology (Bethesda) 2017; 32:210-223. [PMID: 28404737 DOI: 10.1152/physiol.00038.2016] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2016] [Revised: 02/06/2017] [Accepted: 02/09/2017] [Indexed: 01/12/2023] Open
Abstract
Interferon regulatory factors (IRFs) are evolutionarily conserved proteins expressed not only in immune cells but also in other tissues and organs outside the immune system. In this review, we discuss mechanisms responsible for IRF-mediated innate immune responses and the function and mechanism of IRFs in cardiometabolic diseases. We focus on the role of IRFs in innate immunity and cardiometabolic homeostasis, and highlight reprogrammed IRF signaling.
Collapse
Affiliation(s)
- Yaxing Zhang
- Department of Cardiology, Renmin Hospital of Wuhan University, Wuhan, People's Republic of China
- Institute of Model Animal, Wuhan University, Wuhan, People's Republic of China; and
- Medical Research Institute, School of Medicine, Wuhan University, Wuhan, People's Republic of China
| | - Hongliang Li
- Department of Cardiology, Renmin Hospital of Wuhan University, Wuhan, People's Republic of China
- Institute of Model Animal, Wuhan University, Wuhan, People's Republic of China; and
- Medical Research Institute, School of Medicine, Wuhan University, Wuhan, People's Republic of China
| |
Collapse
|
47
|
Friesen M, Camahort R, Lee YK, Xia F, Gerszten RE, Rhee EP, Deo RC, Cowan CA. Activation of IRF1 in Human Adipocytes Leads to Phenotypes Associated with Metabolic Disease. Stem Cell Reports 2017; 8:1164-1173. [PMID: 28416283 PMCID: PMC5425619 DOI: 10.1016/j.stemcr.2017.03.014] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2016] [Revised: 03/10/2017] [Accepted: 03/12/2017] [Indexed: 12/23/2022] Open
Abstract
The striking rise of obesity-related metabolic disorders has focused attention on adipocytes as critical mediators of disease phenotypes. To better understand the role played by excess adipose in metabolic dysfunction it is crucial to decipher the transcriptional underpinnings of the low-grade adipose inflammation characteristic of diseases such as type 2 diabetes. Through employing a comparative transcriptomics approach, we identified IRF1 as differentially regulated between primary and in vitro-derived genetically matched adipocytes. This suggests a role as a mediator of adipocyte inflammatory phenotypes, similar to its function in other tissues. Utilizing adipose-derived mesenchymal progenitors we subsequently demonstrated that expression of IRF1 in adipocytes indeed contributes to upregulation of inflammatory processes, both in vitro and in vivo. This highlights IRF1's relevance to obesity-related inflammation and the resultant metabolic dysregulation.
Collapse
Affiliation(s)
- Max Friesen
- Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, MA 02138, USA; Department of Anatomy and Embryology, Leiden University Medical Center, 2333 ZA Leiden, the Netherlands
| | - Raymond Camahort
- Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, MA 02138, USA; Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA 02114, USA; Harvard Stem Cell Institute, Harvard University, Cambridge, MA 02138, USA
| | - Youn-Kyoung Lee
- Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, MA 02138, USA
| | - Fang Xia
- Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, MA 02138, USA
| | - Robert E Gerszten
- Cardiovascular Research Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - Eugene P Rhee
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Nephrology Division, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Rahul C Deo
- Department of Medicine, University of California San Francisco, San Francisco, CA 94143, USA; Institute for Human Genetics, University of California San Francisco, San Francisco, CA 94143, USA; California Institute for Quantitative Biosciences, San Francisco, CA 94158, USA; Cardiovascular Research Institute, University of California San Francisco, San Francisco, CA 94143, USA
| | - Chad A Cowan
- Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, MA 02138, USA; Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA 02114, USA; Harvard Stem Cell Institute, Harvard University, Cambridge, MA 02138, USA.
| |
Collapse
|
48
|
Kissig M, Ishibashi J, Harms MJ, Lim HW, Stine RR, Won KJ, Seale P. PRDM16 represses the type I interferon response in adipocytes to promote mitochondrial and thermogenic programing. EMBO J 2017; 36:1528-1542. [PMID: 28408438 DOI: 10.15252/embj.201695588] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2016] [Revised: 03/15/2017] [Accepted: 03/19/2017] [Indexed: 12/13/2022] Open
Abstract
Brown adipose has the potential to counteract obesity, and thus, identifying signaling pathways that regulate the activity of this tissue is of great clinical interest. PRDM16 is a transcription factor that activates brown fat-specific genes while repressing white fat and muscle-specific genes in adipocytes. Whether PRDM16 also controls other gene programs to regulate adipocyte function was unclear. Here, we identify a novel role for PRDM16 in suppressing type I interferon (IFN)-stimulated genes (ISGs), including Stat1, in adipocytes in vitro and in vivo Ectopic activation of type I IFN signaling in brown adipocytes induces mitochondrial dysfunction and reduces uncoupling protein 1 (UCP1) expression. Prdm16-deficient adipose displays an exaggerated response to type I IFN, including higher STAT1 levels and reduced mitochondrial gene expression. Mechanistically, PRDM16 represses ISGs through binding to promoter regions of these genes and blocking the activating function of IFN regulatory factor 1 (IRF1). Together, these data indicate that PRDM16 diminishes responsiveness to type I IFN in adipose cells to promote thermogenic and mitochondrial function.
Collapse
Affiliation(s)
- Megan Kissig
- Institute for Diabetes, Obesity & Metabolism, Smilow Center for Translational Research, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Department of Cell and Developmental Biology, Smilow Center for Translational Research, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Jeff Ishibashi
- Institute for Diabetes, Obesity & Metabolism, Smilow Center for Translational Research, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Department of Cell and Developmental Biology, Smilow Center for Translational Research, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Matthew J Harms
- Institute for Diabetes, Obesity & Metabolism, Smilow Center for Translational Research, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Department of Cell and Developmental Biology, Smilow Center for Translational Research, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Hee-Woong Lim
- Institute for Diabetes, Obesity & Metabolism, Smilow Center for Translational Research, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Genetics Department, Smilow Center for Translational Research, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Rachel R Stine
- Institute for Diabetes, Obesity & Metabolism, Smilow Center for Translational Research, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Department of Cell and Developmental Biology, Smilow Center for Translational Research, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Kyoung-Jae Won
- Institute for Diabetes, Obesity & Metabolism, Smilow Center for Translational Research, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,Genetics Department, Smilow Center for Translational Research, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Patrick Seale
- Institute for Diabetes, Obesity & Metabolism, Smilow Center for Translational Research, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA .,Department of Cell and Developmental Biology, Smilow Center for Translational Research, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| |
Collapse
|
49
|
Sonne SB, Yadav R, Yin G, Dalgaard MD, Myrmel LS, Gupta R, Wang J, Madsen L, Kajimura S, Kristiansen K. Obesity is associated with depot-specific alterations in adipocyte DNA methylation and gene expression. Adipocyte 2017; 6:124-133. [PMID: 28481699 DOI: 10.1080/21623945.2017.1320002] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
The present study aimed to identify genes exhibiting concomitant obesity-dependent changes in DNA methylation and gene expression in adipose tissues in the mouse using diet-induced obese (DIO) C57BL/6J and genetically obese ob/ob mice as models. Mature adipocytes were isolated from epididymal and inguinal adipose tissues of ob/ob and DIO C57BL/6J mice. DNA methylation was analyzed by MeDIP-sequencing and gene expression by microarray analysis. The majority of differentially methylated regions (DMRs) were hypomethylated in obese mice. Global methylation of long interspersed elements indicated that hypomethylation did not reflect methyl donor deficiency. In both DIO and ob/ob mice, we observed more obesity-associated methylation changes in epididymal than in inguinal adipocytes. Assignment of DMRs to promoter, exon, intron and intergenic regions demonstrated that DIO-induced changes in DNA methylation in C57BL/6J mice occurred primarily in exons, whereas inguinal adipocytes of ob/ob mice exhibited a higher enrichment of DMRs in promoter regions than in other regions of the genome, suggesting an influence of leptin on DNA methylation in inguinal adipocytes. We observed altered methylation and expression of 9 genes in epididymal adipocytes, including the known obesity-associated genes, Ehd2 and Kctd15, and a novel candidate gene, Irf8, possibly involved in immune type 1/type2 balance. The use of 2 obesity models enabled us to dissociate changes associated with high fat feeding from those associated with obesity per se. This information will be of value in future studies on the mechanisms governing the development of obesity and changes in adipocyte function associated with obesity.
Collapse
Affiliation(s)
- Si Brask Sonne
- UCSF Diabetes Center and Department of Cell and Tissue Biology, University of California San Francisco, San Francisco, California, USA
- Laboratory of Genomics and Molecular Biomedicine, Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | - Rachita Yadav
- Laboratory of Genomics and Molecular Biomedicine, Department of Biology, University of Copenhagen, Copenhagen, Denmark
- Department of Bio and Health Informatics, Technical University of Denmark, Kongens Lyngby, Denmark
| | | | - Marlene Danner Dalgaard
- DTU Multi-Assay Core (DMAC), Department of Biotechnology and Biomedicine, Technical University of Denmark, Kongens Lyngby, Denmark
| | | | - Ramneek Gupta
- Department of Bio and Health Informatics, Technical University of Denmark, Kongens Lyngby, Denmark
| | - Jun Wang
- Laboratory of Genomics and Molecular Biomedicine, Department of Biology, University of Copenhagen, Copenhagen, Denmark
- BGI-Shenzhen, Shenzhen, China
| | - Lise Madsen
- Laboratory of Genomics and Molecular Biomedicine, Department of Biology, University of Copenhagen, Copenhagen, Denmark
- BGI-Shenzhen, Shenzhen, China
- National Institute of Nutrition and Seafood Research, Bergen, Norway
| | - Shingo Kajimura
- UCSF Diabetes Center and Department of Cell and Tissue Biology, University of California San Francisco, San Francisco, California, USA
| | - Karsten Kristiansen
- Laboratory of Genomics and Molecular Biomedicine, Department of Biology, University of Copenhagen, Copenhagen, Denmark
- BGI-Shenzhen, Shenzhen, China
| |
Collapse
|
50
|
Zhang Y, Zhang XJ, Wang PX, Zhang P, Li H. Reprogramming Innate Immune Signaling in Cardiometabolic Disease. Hypertension 2017; 69:747-760. [PMID: 28320852 DOI: 10.1161/hypertensionaha.116.08192] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Affiliation(s)
- Yaxing Zhang
- From the Department of Cardiology, Renmin Hospital (Y.Z., X.-J.Z., P.-X.W., P.Z., H.L.), School of Basic Medical Sciences (Y.Z., X.-J.Z., P.-X.W., P.Z., H.L.), Institute of Model Animal (Y.Z., X.-J.Z., P.-X.W., P.Z., H.L.), and Medical Research Institute, School of Medicine (Y.Z., X.-J.Z., P.-X.W., P.Z., H.L.), Wuhan University, P.R. China
| | - Xiao-Jing Zhang
- From the Department of Cardiology, Renmin Hospital (Y.Z., X.-J.Z., P.-X.W., P.Z., H.L.), School of Basic Medical Sciences (Y.Z., X.-J.Z., P.-X.W., P.Z., H.L.), Institute of Model Animal (Y.Z., X.-J.Z., P.-X.W., P.Z., H.L.), and Medical Research Institute, School of Medicine (Y.Z., X.-J.Z., P.-X.W., P.Z., H.L.), Wuhan University, P.R. China
| | - Pi-Xiao Wang
- From the Department of Cardiology, Renmin Hospital (Y.Z., X.-J.Z., P.-X.W., P.Z., H.L.), School of Basic Medical Sciences (Y.Z., X.-J.Z., P.-X.W., P.Z., H.L.), Institute of Model Animal (Y.Z., X.-J.Z., P.-X.W., P.Z., H.L.), and Medical Research Institute, School of Medicine (Y.Z., X.-J.Z., P.-X.W., P.Z., H.L.), Wuhan University, P.R. China
| | - Peng Zhang
- From the Department of Cardiology, Renmin Hospital (Y.Z., X.-J.Z., P.-X.W., P.Z., H.L.), School of Basic Medical Sciences (Y.Z., X.-J.Z., P.-X.W., P.Z., H.L.), Institute of Model Animal (Y.Z., X.-J.Z., P.-X.W., P.Z., H.L.), and Medical Research Institute, School of Medicine (Y.Z., X.-J.Z., P.-X.W., P.Z., H.L.), Wuhan University, P.R. China
| | - Hongliang Li
- From the Department of Cardiology, Renmin Hospital (Y.Z., X.-J.Z., P.-X.W., P.Z., H.L.), School of Basic Medical Sciences (Y.Z., X.-J.Z., P.-X.W., P.Z., H.L.), Institute of Model Animal (Y.Z., X.-J.Z., P.-X.W., P.Z., H.L.), and Medical Research Institute, School of Medicine (Y.Z., X.-J.Z., P.-X.W., P.Z., H.L.), Wuhan University, P.R. China.
| |
Collapse
|