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Okrit F, Chayanupatkul M, Wanpiyarat N, Siriviriyakul P, Werawatganon D. Genistein and sex hormone treatment alleviated hepatic fat accumulation and inflammation in orchidectomized rats with nonalcoholic steatohepatitis. Heliyon 2024; 10:e26055. [PMID: 38380011 PMCID: PMC10877361 DOI: 10.1016/j.heliyon.2024.e26055] [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: 02/13/2023] [Revised: 01/25/2024] [Accepted: 02/07/2024] [Indexed: 02/22/2024] Open
Abstract
Testosterone deficiency has been reported to accelerate nonalcoholic fatty liver disease (NAFLD). However, there are minimal data on the risk of NAFLD in transgender women and the treatment of NAFLD in this population. This study aimed to investigate the treatment effects and the mechanisms of action of genistein and sex hormones in orchiectomized (ORX) rats with nonalcoholic steatohepatitis (NASH) induced by a high fat high fructose diet (HFHF). Seven-week old male Sprague-Dawley rats were randomly divided into 7 groups (n = 6 each group); 1) control group, 2) ORX + standard diet group, 3) HFHF group, 4) ORX + HFHF group, 5) ORX + HFHF diet + testosterone group (50 mg/kg body weight (BW) once weekly), 6) ORX + HFHF diet + estradiol group (1.6 mg/kg BW daily), and 7) ORX + HFHF diet + genistein group (16 mg/kg BW daily). The duration of treatment was 6 weeks. Liver tissue was used for histological examination by hematoxylin and eosin staining and hepatic fat measurement by Oil Red O staining. Protein expression levels of histone deacetylase3 (HDAC3) and peroxisome proliferator-activated receptor delta (PPARδ) were analyzed by immunoblotting. Hepatic nuclear factor (NF)-ĸB expression was evaluated by immunohistochemistry. Rats in the ORX + HFHF group had the highest degree of hepatic steatosis, lobular inflammation, hepatocyte ballooning and the highest percentage of positive Oil Red O staining area among all groups. The expression of HDAC3 and PPARδ was downregulated, while NF-ĸB expression was upregulated in the ORX + HFHF group when compared with control and ORX + standard diet groups. Testosterone, estradiol and genistein treatment improved histological features of NASH together with the reversal of HDAC3, PPARδ and NF-ĸB protein expression comparing with the ORX + HFHF group. In summary, genistein and sex hormone treatment could alleviate NASH through the up-regulation of HDAC3 and PPARδ, and the suppression of NF-ĸB expression.
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Affiliation(s)
- Fatist Okrit
- Center of Excellence in Alternative and Complementary Medicine for Gastrointestinal and Liver Diseases, Department of Physiology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Maneerat Chayanupatkul
- Center of Excellence in Alternative and Complementary Medicine for Gastrointestinal and Liver Diseases, Department of Physiology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Natcha Wanpiyarat
- Department of Pathology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Prasong Siriviriyakul
- Center of Excellence in Alternative and Complementary Medicine for Gastrointestinal and Liver Diseases, Department of Physiology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Duangporn Werawatganon
- Center of Excellence in Alternative and Complementary Medicine for Gastrointestinal and Liver Diseases, Department of Physiology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
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Cai Z, Deng L, Fan Y, Ren Y, Ling Y, Tu J, Cai Y, Xu X, Chen M. Dysregulation of Ceramide Metabolism Is Linked to Iron Deposition and Activation of Related Pathways in the Aorta of Atherosclerotic Miniature Pigs. Antioxidants (Basel) 2023; 13:4. [PMID: 38275624 PMCID: PMC10812416 DOI: 10.3390/antiox13010004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Revised: 12/07/2023] [Accepted: 12/16/2023] [Indexed: 01/27/2024] Open
Abstract
The miniature pig is a suitable animal model for investigating human cardiovascular diseases. Nevertheless, the alterations in lipid metabolism within atherosclerotic plaques of miniature pigs, along with the underlying mechanisms, remain to be comprehensively elucidated. In this study, we aim to examine the alterations in lipid composition and associated pathways in the abdominal aorta of atherosclerotic pigs induced by a high-fat, high-cholesterol, and high-fructose (HFCF) diet using lipidomics and RNA-Seq methods. The results showed that the content and composition of aortic lipid species, particularly ceramide, hexosyl ceramide, lysophosphatidylcholine, and triglyceride, were significantly altered in HFCF-fed pigs. Meanwhile, the genes governing sphingolipid metabolism, iron ion homeostasis, apoptosis, and the inflammatory response were significantly regulated by the HFCF diet. Furthermore, C16 ceramide could promote iron deposition in RAW264.7 cells, leading to increased intracellular reactive oxygen species (ROS) production, apoptosis, and activation of the toll-like receptor 4 (TLR4)/nuclear Factor-kappa B (NF-қB) inflammatory pathway, which could be mitigated by deferoxamine. Our study demonstrated that dysregulated ceramide metabolism could increase ROS production, apoptosis, and inflammatory pathway activation in macrophages by inducing iron overload, thus playing a vital role in the pathogenesis of atherosclerosis. This discovery could potentially provide a new target for pharmacological therapy of cardiovascular diseases such as atherosclerosis.
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Affiliation(s)
- Zhaowei Cai
- Laboratory Animal Research Center, Academy of Chinese Medical Sciences, Zhejiang Chinese Medical University, Hangzhou 310053, China; (Y.L.); (J.T.); (Y.C.); (X.X.)
- School of Pharmacy, Zhejiang Chinese Medical University, Hangzhou 310053, China; (L.D.); (Y.F.); (Y.R.)
- Key Laboratory of Blood-Stasis-Toxin Syndrome of Zhejiang Province, Hangzhou 310053, China
| | - Liqun Deng
- School of Pharmacy, Zhejiang Chinese Medical University, Hangzhou 310053, China; (L.D.); (Y.F.); (Y.R.)
| | - Yingying Fan
- School of Pharmacy, Zhejiang Chinese Medical University, Hangzhou 310053, China; (L.D.); (Y.F.); (Y.R.)
| | - Yujie Ren
- School of Pharmacy, Zhejiang Chinese Medical University, Hangzhou 310053, China; (L.D.); (Y.F.); (Y.R.)
| | - Yun Ling
- Laboratory Animal Research Center, Academy of Chinese Medical Sciences, Zhejiang Chinese Medical University, Hangzhou 310053, China; (Y.L.); (J.T.); (Y.C.); (X.X.)
| | - Jue Tu
- Laboratory Animal Research Center, Academy of Chinese Medical Sciences, Zhejiang Chinese Medical University, Hangzhou 310053, China; (Y.L.); (J.T.); (Y.C.); (X.X.)
- Key Laboratory of Blood-Stasis-Toxin Syndrome of Zhejiang Province, Hangzhou 310053, China
| | - Yueqin Cai
- Laboratory Animal Research Center, Academy of Chinese Medical Sciences, Zhejiang Chinese Medical University, Hangzhou 310053, China; (Y.L.); (J.T.); (Y.C.); (X.X.)
| | - Xiaoping Xu
- Laboratory Animal Research Center, Academy of Chinese Medical Sciences, Zhejiang Chinese Medical University, Hangzhou 310053, China; (Y.L.); (J.T.); (Y.C.); (X.X.)
| | - Minli Chen
- Laboratory Animal Research Center, Academy of Chinese Medical Sciences, Zhejiang Chinese Medical University, Hangzhou 310053, China; (Y.L.); (J.T.); (Y.C.); (X.X.)
- School of Pharmacy, Zhejiang Chinese Medical University, Hangzhou 310053, China; (L.D.); (Y.F.); (Y.R.)
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Boukari O, Khemissi W, Ghodhbane S, Lahbib A, Tebourbi O, Rhouma KB, Sakly M, Hallegue D. Effects of testosterone replacement on lipid profile, hepatotoxicity, oxidative stress, and cognitive performance in castrated wistar rats. Arch Ital Urol Androl 2023; 95:11593. [PMID: 38193231 DOI: 10.4081/aiua.2023.11593] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Accepted: 07/30/2023] [Indexed: 01/10/2024] Open
Abstract
OBJECTIVE Androgen deficiency is associated with multiple biochemical and behavioral disorders. This study investigated the effects of testosterone replacement and Spirulina Platensis association on testosterone deficiency-induced metabolic disorders and memory impairment. METHODS Adult male rats were randomly and equally divided into four groups and received the following treatments for 20 consecutive days. CONTROL GROUP non-castrated rats received distilled water. Castrated group received distilled water. Testosterone treated group: castrated rats received 0.20 mg of testosterone dissolved in corn oil by subcutaneous injection (i.p.). Spirulina co-treated group: castrated rats received 0.20 mg of testosterone (i.p.) dissolved in corn oil followed by 1000 mg/kg of Spirulina per os. RESULTS Data showed that castration induced an increase in plasma ALT, AST, alkaline phosphatase (PAL), cholesterol, and triglycerides level. Castrated rats showed a great elevation in SOD and CAT activities and MDA and H2O2 levels in the prostate, seminal vesicles, and brain. Testosterone deficiency was also associated with alteration of the spatial memory and exploratory behaviour. Testosterone replacement either alone or with Spirulina combination efficiently improved most of these biochemical parameters and ameliorated cognitive abilities in castrated rats. CONCLUSIONS Testosterone replacement either alone or in combination with Spirulina improved castration-induced metabolic, oxidative, and cognitive alterations.
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Affiliation(s)
- Oumayma Boukari
- Laboratory of Integrated Physiology, Department Life Sciences, Faculty of Sciences of Bizerte, University of Carthage, Jarzouna 7021, Bizerte.
| | - Wahid Khemissi
- Laboratory of Integrated Physiology, Department Life Sciences, Faculty of Sciences of Bizerte, University of Carthage, Jarzouna 7021, Bizerte.
| | - Soumaya Ghodhbane
- Laboratory of Integrated Physiology, Department Life Sciences, Faculty of Sciences of Bizerte, University of Carthage, Jarzouna 7021, Bizerte.
| | - Aida Lahbib
- Laboratory of Integrated Physiology, Department Life Sciences, Faculty of Sciences of Bizerte, University of Carthage, Jarzouna 7021, Bizerte.
| | - Olfa Tebourbi
- Laboratory of Integrated Physiology, Department Life Sciences, Faculty of Sciences of Bizerte, University of Carthage, Jarzouna 7021, Bizerte.
| | - Khemais Ben Rhouma
- Laboratory of Integrated Physiology, Department Life Sciences, Faculty of Sciences of Bizerte, University of Carthage, Jarzouna 7021, Bizerte.
| | - Mohsen Sakly
- Laboratory of Integrated Physiology, Department Life Sciences, Faculty of Sciences of Bizerte, University of Carthage, Jarzouna 7021, Bizerte.
| | - Dorsaf Hallegue
- Laboratory of Integrated Physiology, Department Life Sciences, Faculty of Sciences of Bizerte, University of Carthage, Jarzouna 7021, Bizerte.
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Apostolov R, Wong D, Low E, Vaz K, Spurio J, Worland T, Liu D, Chan RK, Gow P, Grossmann M, Sinclair M. Testosterone is lower in men with non-alcoholic fatty liver disease and alcohol-related cirrhosis and is associated with adverse clinical outcomes. Scand J Gastroenterol 2023; 58:1328-1334. [PMID: 37282344 DOI: 10.1080/00365521.2023.2220857] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Revised: 05/16/2023] [Accepted: 05/29/2023] [Indexed: 06/08/2023]
Abstract
BACKGROUND/AIMS Low serum testosterone is common in cirrhotic men, but the impact of disease aetiology remains uncertain. This study compares serum total testosterone (TT) levels by disease aetiology and assesses its prognostic value. METHODS Single-centre retrospective study of cirrhotic men who had TT levels measured between 2002 and 2020. A cut-off of 12 nmol/L was used to define low TT and 230 pmol/L for calculated free testosterone (cFT). Linear and logistic regression used to adjust for variables known to affect testosterone levels and assess for an association between levels and outcomes. RESULTS Of 766 cirrhotic men, 33.3% had alcohol-related liver disease (ALD) and 11.9% had non-alcoholic fatty liver disease (NAFLD). The median age was 56 years (interquartile range (IQR) 50-61), and the model for end-stage liver disease (MELD) score 14 (IQR 9-20). TT levels were low in 53.3% of patients, (median 11.0 nmol/L; IQR 3.7-19.8) and cFT low in 79.6% (median 122 pmol/L; IQR 48.6-212). Median TT was lower in men with ALD (7.6 nmol/L; IQR 2.1-16.2) and NAFLD (9.8 nmol/L; IQR 2.75-15.6) compared to other aetiologies (11.0 nmol/L; IQR 3.73-19.8) (p < 0.001 for all), which remained true after adjustment for age and MELD score. TT was inversely associated with 12-month mortality or transplant (381 events, p = 0.02) and liver decompensation (345 events, p = 0.004). CONCLUSIONS Low serum testosterone is common in cirrhotic men and is associated with adverse clinical outcomes. TT levels are significantly lower in ALD and NAFLD compared to other disease aetiologies. Further large-scale studies are required to assess the potential benefits of testosterone therapy.
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Affiliation(s)
- Ross Apostolov
- Department of Gastroenterology and Liver Transplant Unit, Austin Health, Melbourne, Victoria, Australia
- Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia
| | - Darren Wong
- Department of Gastroenterology and Liver Transplant Unit, Austin Health, Melbourne, Victoria, Australia
- Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia
| | - Elizabeth Low
- Department of Gastroenterology and Liver Transplant Unit, Austin Health, Melbourne, Victoria, Australia
| | - Karl Vaz
- Department of Gastroenterology and Liver Transplant Unit, Austin Health, Melbourne, Victoria, Australia
| | - Jessica Spurio
- Department of Gastroenterology and Liver Transplant Unit, Austin Health, Melbourne, Victoria, Australia
| | - Thomas Worland
- Department of Gastroenterology and Liver Transplant Unit, Austin Health, Melbourne, Victoria, Australia
| | - Dorothy Liu
- Department of Gastroenterology and Liver Transplant Unit, Austin Health, Melbourne, Victoria, Australia
| | | | - Paul Gow
- Department of Gastroenterology and Liver Transplant Unit, Austin Health, Melbourne, Victoria, Australia
- Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia
| | - Mathis Grossmann
- Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia
- Department of Endocrinology, Austin Health, Melbourne, Victoria, Australia
| | - Marie Sinclair
- Department of Gastroenterology and Liver Transplant Unit, Austin Health, Melbourne, Victoria, Australia
- Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia
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Apostolov R, Gianatti E, Wong D, Kutaiba N, Gow P, Grossmann M, Sinclair M. Testosterone therapy reduces hepatic steatosis in men with type 2 diabetes and low serum testosterone concentrations. World J Hepatol 2022; 14:754-765. [PMID: 35646271 PMCID: PMC9099110 DOI: 10.4254/wjh.v14.i4.754] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Revised: 11/17/2021] [Accepted: 04/04/2022] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Non-alcoholic fatty liver disease (NAFLD) is highly prevalent in people with diabetes with no available treatment.
AIM To explore the effect of testosterone treatment on liver. Testosterone therapy improves insulin resistance and reduces total body fat, but its impact on the liver remains poorly studied.
METHODS This secondary analysis of a 40 wk, randomised, double-blinded, placebo-controlled trial of intramuscular testosterone undecanoate in men with type 2 diabetes and lowered serum testosterone concentrations evaluated the change in hepatic steatosis as measured by liver fat fraction on magnetic resonance imaging (MRI).
RESULTS Of 88 patients enrolled in the index study, 39 had liver MRIs of whom 20 received testosterone therapy and 19 received placebo. All patients had > 5% hepatic steatosis at baseline and 38 of 39 patients met diagnostic criteria for NAFLD. Median liver fat at baseline was 15.0% (IQR 11.5%-21.1%) in the testosterone and 18.4% (15.0%-28.9%) in the placebo group. Median ALT was 34units/L (26-38) in the testosterone and 32units/L (25-52) in the placebo group. At week 40, patients receiving testosterone had a median reduction in absolute liver fat of 3.5% (IQR 2.9%-6.4%) compared with an increase of 1.2% in the placebo arm (between-group difference 4.7% P < 0.001). After controlling for baseline liver fat, testosterone therapy was associated with a relative reduction in liver fat of 38.3% (95% confidence interval 25.4%-49.0%, P < 0.001).
CONCLUSION Testosterone therapy was associated with a reduction in hepatic steatosis in men with diabetes and low serum testosterone. Future randomised studies of testosterone therapy in men with NAFLD focusing on liver-related endpoints are therefore justified.
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Affiliation(s)
- Ross Apostolov
- Department of Gastroenterology and Liver Transplant Unit, Austin Health, Heidelberg 3084, VIC, Australia
- Department of Medicine, University of Melbourne, Parkville 3010, VIC, Australia
| | - Emily Gianatti
- Department of Endocrinology, Fiona Stanley Hospital, Murdoch 6150, WA, Australia
| | - Darren Wong
- Department of Gastroenterology and Liver Transplant Unit, Austin Health, Heidelberg 3084, VIC, Australia
| | - Numan Kutaiba
- Department of Radiology, Austin Health, Heidelberg 3084, VIC, Australia
| | - Paul Gow
- Department of Gastroenterology and Liver Transplant Unit, Austin Health, Heidelberg 3084, VIC, Australia
- Department of Medicine, University of Melbourne, Parkville 3010, VIC, Australia
| | - Mathis Grossmann
- Department of Medicine, University of Melbourne, Parkville 3010, VIC, Australia
- Department of Endocrinology, Austin Health, Heidelberg 3084, VIC, Australia
| | - Marie Sinclair
- Department of Gastroenterology and Liver Transplant Unit, Austin Health, Heidelberg 3084, VIC, Australia
- Department of Medicine, University of Melbourne, Parkville 3010, VIC, Australia
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Silva DRS, Carreira ACO, Ferreira AO, da Silva MD, Sogayar MC, Miglino MA. Characterization of rat liver bud-derived cells. Tissue Cell 2021; 71:101510. [PMID: 33721789 DOI: 10.1016/j.tice.2021.101510] [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: 06/01/2020] [Revised: 02/03/2021] [Accepted: 02/06/2021] [Indexed: 10/22/2022]
Abstract
Cells derived from the fetal liver have been shown to be a rich source of progenitor stem cells, constituting a promising source for Tissue Engineering and Regenerative Medicine. In this study, embryo and fetal liver-bud derived cells from Fischer 344 rats were obtained at E12.5, E14.5 and E16.5 gestational days and evaluated for cell phenotype, survival and proliferation. Liver transaminase (AST and ALT) and AFP levels were lower in embryo liver-bud-derived cells on day 12.5. Markers for stem cells, cell cycle progression and cell death were differentially expressed in E12.5 cell cultures. Analysis of mitochondrial electric potential on 14.5 and 16.5 days showed a tendency for cells with lower functional or metabolic ability, in comparison to cultures derived from day 12.5. The results demonstrated that the majority of the E16.5 cells were in the G0 / G1 phase. The capacity of synthesis (S) and cellular division (G2 / M) of embryo and fetal liver bud-derived cells was constant over all gestational periods. In conclusion, embryo and fetal liver-bud-derived cells during the periods of 12.5 and 14.5 days, showed expression profile of progenitor cells, cell activity and hematopoietic function in culture.
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Affiliation(s)
- Dara Rúbia Souza Silva
- Department of Surgery, School of Veterinary Medicine and Animal Science (FMVZ), University of Sao Paulo (USP), Prof. Dr Orlando Marques de Paiva Avenue, 87, University City, Sao Paulo, SP 05508-270, Brazil
| | - Ana Claudia Oliveira Carreira
- Department of Surgery, School of Veterinary Medicine and Animal Science (FMVZ), University of Sao Paulo (USP), Prof. Dr Orlando Marques de Paiva Avenue, 87, University City, Sao Paulo, SP 05508-270, Brazil; Cell and Molecular Therapy Center (NUCEL), School of Medicine, University of Sao Paulo (USP), Pangaré Street 100, University City, Butanta, SP 05360-130, Brazil
| | - Amanda Olivotti Ferreira
- Department of Surgery, School of Veterinary Medicine and Animal Science (FMVZ), University of Sao Paulo (USP), Prof. Dr Orlando Marques de Paiva Avenue, 87, University City, Sao Paulo, SP 05508-270, Brazil
| | - Mônica Duarte da Silva
- Department of Surgery, School of Veterinary Medicine and Animal Science (FMVZ), University of Sao Paulo (USP), Prof. Dr Orlando Marques de Paiva Avenue, 87, University City, Sao Paulo, SP 05508-270, Brazil
| | - Mari Cleide Sogayar
- Cell and Molecular Therapy Center (NUCEL), School of Medicine, University of Sao Paulo (USP), Pangaré Street 100, University City, Butanta, SP 05360-130, Brazil; Department of Biochemistry, Chemistry Institute, University of Sao Paulo (USP), São Paulo, SP 05508-900, Brazil
| | - Maria Angelica Miglino
- Department of Surgery, School of Veterinary Medicine and Animal Science (FMVZ), University of Sao Paulo (USP), Prof. Dr Orlando Marques de Paiva Avenue, 87, University City, Sao Paulo, SP 05508-270, Brazil.
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Yin L, Luo M, Wang R, Ye J, Wang X. Mitochondria in Sex Hormone-Induced Disorder of Energy Metabolism in Males and Females. Front Endocrinol (Lausanne) 2021; 12:749451. [PMID: 34987473 PMCID: PMC8721233 DOI: 10.3389/fendo.2021.749451] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Accepted: 11/24/2021] [Indexed: 01/01/2023] Open
Abstract
Androgens have a complex role in the regulation of insulin sensitivity in the pathogenesis of type 2 diabetes. In male subjects, a reduction in androgens increases the risk for insulin resistance, which is improved by androgen injections. However, in female subjects with polycystic ovary syndrome (PCOS), androgen excess becomes a risk factor for insulin resistance. The exact mechanism underlying the complex activities of androgens remains unknown. In this review, a hormone synergy-based view is proposed for understanding this complexity. Mitochondrial overactivation by substrate influx is a mechanism of insulin resistance in obesity. This concept may apply to the androgen-induced insulin resistance in PCOS. Androgens and estrogens both exhibit activities in the induction of mitochondrial oxidative phosphorylation. The two hormones may synergize in mitochondria to induce overproduction of ATP. ATP surplus in the pancreatic β-cells and α-cells causes excess secretion of insulin and glucagon, respectively, leading to peripheral insulin resistance in the early phase of type 2 diabetes. In the skeletal muscle and liver, the ATP surplus contributes to insulin resistance through suppression of AMPK and activation of mTOR. Consistent ATP surplus leads to mitochondrial dysfunction as a consequence of mitophagy inhibition, which provides a potential mechanism for mitochondrial dysfunction in β-cells and brown adipocytes in PCOS. The hormone synergy-based view provides a basis for the overactivation and dysfunction of mitochondria in PCOS-associated type 2 diabetes. The molecular mechanism for the synergy is discussed in this review with a focus on transcriptional regulation. This view suggests a unifying mechanism for the distinct metabolic roles of androgens in the control of insulin action in men with hypogonadism and women with PCOS.
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Affiliation(s)
- Lijun Yin
- School of Kinesiology, Shanghai University of Sport, Shanghai, China
| | - Man Luo
- Metabolism Research Center, Zhengzhou University Affiliated Zhengzhou Central Hospital, Zhengzhou, China
| | - Ru Wang
- School of Kinesiology, Shanghai University of Sport, Shanghai, China
| | - Jianping Ye
- Metabolism Research Center, Zhengzhou University Affiliated Zhengzhou Central Hospital, Zhengzhou, China
- Center for Advanced Medicine, College of Medicine, Zhengzhou University, Zhengzhou, China
- Shanghai Diabetes Institute, Shanghai Jiao Tong University Affiliated Sixth People’s Hospital, Shanghai, China
- *Correspondence: Jianping Ye, ; Xiaohui Wang,
| | - Xiaohui Wang
- School of Kinesiology, Shanghai University of Sport, Shanghai, China
- *Correspondence: Jianping Ye, ; Xiaohui Wang,
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Deng L, Fu D, Zhu L, Huang J, Ling Y, Cai Z. Testosterone deficiency accelerates early stage atherosclerosis in miniature pigs fed a high-fat and high-cholesterol diet: urine 1H NMR metabolomics targeted analysis. Mol Cell Biochem 2020; 476:1245-1255. [PMID: 33226572 DOI: 10.1007/s11010-020-03987-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Accepted: 11/16/2020] [Indexed: 01/17/2023]
Abstract
To gain insights into the role of testosterone in the development of atherosclerosis and its related metabolic pathways, we applied a proton nuclear magnetic resonance (1H NMR)-based metabolomics approach to investigate urine metabolic profiles in miniature pigs fed a high-fat and high-cholesterol (HFC) diet among intact male pigs (IM), castrated male pigs (CM) and castrated male pigs with testosterone replacement (CMT). Our results showed that testosterone deficiency significantly increased atherosclerotic lesion areas, intima-media thickness, as well as serum lipid levels in the CM pigs. Moreover, seventeen significantly changed metabolites were identified in both IM vs. CM and CMT vs. CM groups. Among these, seven were shared between the two comparative groups and were all significantly reduced in the urine of the CM group but rescued in the CMT group. In addition, the correlation analysis demonstrated that several metabolites, including niacinamide, myo-inositol, choline and 3-hydroxyisovalerate, were negatively correlated with atherosclerotic lesion areas. Our study demonstrated that testosterone deficiency accelerated early AS formation in HFC diet-fed pigs, which involved several metabolites predominantly related to lipid metabolism, inflammation, oxidative stress and endothelial disorders. Our results reveal potential pathways in the pathogenesis of atherosclerosis caused by testosterone deficiency and HFC diet.
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Affiliation(s)
- Liqun Deng
- Laboratory Animal Research Center, Academy of Chinese Medical Sciences, Zhejiang Chinese Medical University, Hangzhou, 310053, China.,Institute of Comparative Medicine, Zhejiang Chinese Medical University, Hangzhou, 310053, China
| | - Danting Fu
- Laboratory Animal Research Center, Academy of Chinese Medical Sciences, Zhejiang Chinese Medical University, Hangzhou, 310053, China.,Department of Experimental Animals, Zhejiang Academy of Traditional Chinese Medicine, Hangzhou, 310012, China
| | - Liang Zhu
- Laboratory Animal Research Center, Academy of Chinese Medical Sciences, Zhejiang Chinese Medical University, Hangzhou, 310053, China.,Institute of Comparative Medicine, Zhejiang Chinese Medical University, Hangzhou, 310053, China
| | - Junjie Huang
- Laboratory Animal Research Center, Academy of Chinese Medical Sciences, Zhejiang Chinese Medical University, Hangzhou, 310053, China.,Institute of Comparative Medicine, Zhejiang Chinese Medical University, Hangzhou, 310053, China
| | - Yun Ling
- Laboratory Animal Research Center, Academy of Chinese Medical Sciences, Zhejiang Chinese Medical University, Hangzhou, 310053, China.,Institute of Comparative Medicine, Zhejiang Chinese Medical University, Hangzhou, 310053, China
| | - Zhaowei Cai
- Laboratory Animal Research Center, Academy of Chinese Medical Sciences, Zhejiang Chinese Medical University, Hangzhou, 310053, China. .,Institute of Comparative Medicine, Zhejiang Chinese Medical University, Hangzhou, 310053, China.
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9
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Cai Z, Yu C, Fu D, Pan Y, Huang J, Rong Y, Deng L, Chen J, Chen M. Differential metabolic and hepatic transcriptome responses of two miniature pig breeds to high dietary cholesterol. Life Sci 2020; 250:117514. [PMID: 32145306 DOI: 10.1016/j.lfs.2020.117514] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2020] [Revised: 02/26/2020] [Accepted: 03/03/2020] [Indexed: 12/12/2022]
Abstract
AIMS Pigs are increasingly used as human metabolic disease models; however, there is insufficient research on breed-related genetic background differences. This study aimed to investigate the differential metabolic responses to high-fat and high-cholesterol (HFC) diet-induced non-alcoholic fatty liver disease (NAFLD) of two miniature pig breeds and explore the molecular mechanisms involved. MAIN METHODS Male Wuzhishan (WZSP) and Tibetan pigs (TP) were randomly fed either a standard or an HFC diet for 24 weeks. Weight, serum lipids, bile acid, insulin resistance, liver function, liver histology, and hepatic lipid deposition were determined. RNA-Seq was used to detect the hepatic gene expression profiles. Western blot, immunohistochemistry, and qRT-PCR were used to detect the lipid and glucose metabolism-related gene expressions. KEY FINDINGS The HFC diet caused obesity, hypertension, severe hypercholesterolemia, liver injury, increased hepatocellular steatosis and inflammation, and significantly increased serum insulin levels in both pig breeds. This diet led to higher serum and hepatic cholesterol level concentrations in WZSP and elevated fasting glucose levels in TP. Transcriptome analysis revealed that the genes controlling hepatic cholesterol metabolism and the inflammatory response were consistently regulated; lipid metabolism and insulin signaling related genes were uniquely regulated by the HFC diet in the WZSP and TP, respectively. SIGNIFICANCE Our study demonstrated that the genetic background affects profoundly pigs' metabolic and hepatic responses to an HFC diet. These results deepened our understanding of the molecular mechanisms of HFC diet-induced NAFLD and provided a foundation for selecting the appropriate pig breeds for metabolic studies in the future.
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Affiliation(s)
- Zhaowei Cai
- Laboratory Animal Research Center, Academy of Chinese Medical Sciences, Zhejiang Chinese Medical University, Hangzhou 310053, China; Institute of Comparative Medicine, Zhejiang Chinese Medical University, Hangzhou 310053, China; School of Pharmacy, Zhejiang Chinese Medical University, Hangzhou 310053, China
| | - Chen Yu
- Laboratory Animal Research Center, Academy of Chinese Medical Sciences, Zhejiang Chinese Medical University, Hangzhou 310053, China; Institute of Comparative Medicine, Zhejiang Chinese Medical University, Hangzhou 310053, China; School of Pharmacy, Zhejiang Chinese Medical University, Hangzhou 310053, China
| | - Danting Fu
- Laboratory Animal Research Center, Academy of Chinese Medical Sciences, Zhejiang Chinese Medical University, Hangzhou 310053, China; Institute of Comparative Medicine, Zhejiang Chinese Medical University, Hangzhou 310053, China; School of Pharmacy, Zhejiang Chinese Medical University, Hangzhou 310053, China
| | - Yongming Pan
- Laboratory Animal Research Center, Academy of Chinese Medical Sciences, Zhejiang Chinese Medical University, Hangzhou 310053, China; Institute of Comparative Medicine, Zhejiang Chinese Medical University, Hangzhou 310053, China
| | - Junjie Huang
- Laboratory Animal Research Center, Academy of Chinese Medical Sciences, Zhejiang Chinese Medical University, Hangzhou 310053, China; Institute of Comparative Medicine, Zhejiang Chinese Medical University, Hangzhou 310053, China
| | - Yili Rong
- Laboratory Animal Research Center, Academy of Chinese Medical Sciences, Zhejiang Chinese Medical University, Hangzhou 310053, China; Institute of Comparative Medicine, Zhejiang Chinese Medical University, Hangzhou 310053, China
| | - Liqun Deng
- Laboratory Animal Research Center, Academy of Chinese Medical Sciences, Zhejiang Chinese Medical University, Hangzhou 310053, China; Institute of Comparative Medicine, Zhejiang Chinese Medical University, Hangzhou 310053, China; School of Pharmacy, Zhejiang Chinese Medical University, Hangzhou 310053, China
| | - Jiaojiao Chen
- Laboratory Animal Research Center, Academy of Chinese Medical Sciences, Zhejiang Chinese Medical University, Hangzhou 310053, China; Institute of Comparative Medicine, Zhejiang Chinese Medical University, Hangzhou 310053, China
| | - Minli Chen
- Laboratory Animal Research Center, Academy of Chinese Medical Sciences, Zhejiang Chinese Medical University, Hangzhou 310053, China; Institute of Comparative Medicine, Zhejiang Chinese Medical University, Hangzhou 310053, China; School of Pharmacy, Zhejiang Chinese Medical University, Hangzhou 310053, China.
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10
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Cai Z, Jiang X, Pan Y, Chen L, Zhang L, Zhu K, Cai Y, Ling Y, Chen F, Xu X, Chen M. Correction to: Transcriptomic analysis of hepatic responses to testosterone deficiency in miniature pigs fed a high-cholesterol diet. BMC Genomics 2020; 21:51. [PMID: 31948399 PMCID: PMC6964042 DOI: 10.1186/s12864-020-6485-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Affiliation(s)
- Zhaowei Cai
- Laboratory Animal Research Center, Zhejiang Chinese Medical University, Hangzhou, 310053, China
| | - Xiaoling Jiang
- Department of Cancer Genetics, Roswell Park Cancer Institute, Elm and Carlton Streets, Buffalo, NY, 14263, USA
| | - Yongming Pan
- Laboratory Animal Research Center, Zhejiang Chinese Medical University, Hangzhou, 310053, China
| | - Liang Chen
- Laboratory Animal Research Center, Zhejiang Chinese Medical University, Hangzhou, 310053, China
| | - Lifan Zhang
- College of Animal Science, Nanjing Agricultural University, Nanjing, 310058, China
| | - Keyan Zhu
- Laboratory Animal Research Center, Zhejiang Chinese Medical University, Hangzhou, 310053, China
| | - Yueqin Cai
- Laboratory Animal Research Center, Zhejiang Chinese Medical University, Hangzhou, 310053, China
| | - Yun Ling
- Laboratory Animal Research Center, Zhejiang Chinese Medical University, Hangzhou, 310053, China
| | - Fangming Chen
- Laboratory Animal Research Center, Zhejiang Chinese Medical University, Hangzhou, 310053, China
| | - Xiaoping Xu
- Laboratory Animal Research Center, Zhejiang Chinese Medical University, Hangzhou, 310053, China
| | - Minli Chen
- Laboratory Animal Research Center, Zhejiang Chinese Medical University, Hangzhou, 310053, China.
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11
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Grossmann M, Wierman ME, Angus P, Handelsman DJ. Reproductive Endocrinology of Nonalcoholic Fatty Liver Disease. Endocr Rev 2019; 40:417-446. [PMID: 30500887 DOI: 10.1210/er.2018-00158] [Citation(s) in RCA: 58] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2018] [Accepted: 11/19/2018] [Indexed: 02/07/2023]
Abstract
The liver and the reproductive system interact in a multifaceted bidirectional fashion. Sex steroid signaling influences hepatic endobiotic and xenobiotic metabolism and contributes to the pathogenesis of functional and structural disorders of the liver. In turn, liver function affects the reproductive axis via modulating sex steroid metabolism and transport to tissues via sex hormone-binding globulin (SHBG). The liver senses the body's metabolic status and adapts its energy homeostasis in a sex-dependent fashion, a dimorphism signaled by the sex steroid milieu and possibly related to the metabolic costs of reproduction. Sex steroids impact the pathogenesis of nonalcoholic fatty liver disease, including development of hepatic steatosis, fibrosis, and carcinogenesis. Preclinical studies in male rodents demonstrate that androgens protect against hepatic steatosis and insulin resistance both via androgen receptor signaling and, following aromatization to estradiol, estrogen receptor signaling, through regulating genes involved in hepatic lipogenesis and glucose metabolism. In female rodents in contrast to males, androgens promote hepatic steatosis and dysglycemia, whereas estradiol is similarly protective against liver disease. In men, hepatic steatosis is associated with modest reductions in circulating testosterone, in part consequent to a reduction in circulating SHBG. Testosterone treatment has not been demonstrated to improve hepatic steatosis in randomized controlled clinical trials. Consistent with sex-dimorphic preclinical findings, androgens promote hepatic steatosis and dysglycemia in women, whereas endogenous estradiol appears protective in both men and women. In both sexes, androgens promote hepatic fibrosis and the development of hepatocellular carcinoma, whereas estradiol is protective.
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Affiliation(s)
- Mathis Grossmann
- Department of Medicine Austin Health, University of Melbourne, Heidelberg, Victoria, Australia.,Department of Endocrinology, Austin Health, Heidelberg, Victoria, Australia
| | - Margaret E Wierman
- Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado.,Research Service, Rocky Mountain Regional Veterans Affairs Medical Center, Aurora, Colorado
| | - Peter Angus
- Department of Medicine Austin Health, University of Melbourne, Heidelberg, Victoria, Australia.,Departments of Gastroenterology and Hepatology, Heidelberg, Victoria, Australia
| | - David J Handelsman
- ANZAC Research Institute, University of Sydney, Concord Hospital, Sydney, New South Wales, Australia
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12
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Wang Y, Yang H, Zi C, Wang Z. Transcriptomic analysis of the red and green light responses in Columba livia domestica. 3 Biotech 2019; 9:20. [PMID: 30622858 DOI: 10.1007/s13205-018-1551-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2018] [Accepted: 12/20/2018] [Indexed: 11/29/2022] Open
Abstract
In this study, 108 paired White King pigeons, randomly divided into three compartments were exposed to green light, red light, and white light followed by 15 h of light exposure, for a 6-month period. Three female birds from each group were selected and ovarian stromal tissue was collected. Pigeon reproductive data were also recorded every day. We performed transcriptome assembly on several tissue samples using Illumina Hiseq 2000 and analyzed differentially expressed genes involving follicle development mechanisms. Reproductive data confirmed that exposure to red and green lights improved pigeon reproduction. In total, approximately 158,080 unigenes with an average length of 753 bp were obtained using the Trinity program. Gene ontology, clusters of orthologous groups, and the Kyoto encyclopedia of genes were used to annotate and classify these unigenes. Large numbers of differentially expressed genes were discovered through pairwise comparisons between groups treated with monochromatic light versus white light. Some of these genes are associated with steroid hormone biosynthesis, cell cycle and circadian rhythm. Furthermore, qRT-PCR was used to detect the relative expression levels of randomly selected genes. A total of 17,419 potential simple sequence repeats were also identified. Our study provides insights into potential molecular mechanisms and genes that regulate pigeon reproduction in response to monochromatic light exposure. Our results and data will facilitate a further investigation into the molecular mechanisms behind the effects of red and green lights on follicle development and reproduction in the pigeon.
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Affiliation(s)
- Ying Wang
- 1College of Animal Science and Technology, Yangzhou University, Yangzhou, 225009 Jiangsu Province China
| | - Haiming Yang
- 1College of Animal Science and Technology, Yangzhou University, Yangzhou, 225009 Jiangsu Province China
| | - Chen Zi
- 2Department of Pathology, Linyi People's Hospital, Linyi, 276000 Shandong Province China
| | - Zhiyue Wang
- 1College of Animal Science and Technology, Yangzhou University, Yangzhou, 225009 Jiangsu Province China
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13
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De Novo Transcriptome Sequencing Analysis of Goose ( Anser anser) Embryonic Skin and the Identification of Genes Related to Feather Follicle Morphogenesis at Three Stages of Development. Int J Mol Sci 2018; 19:ijms19103170. [PMID: 30326614 PMCID: PMC6214020 DOI: 10.3390/ijms19103170] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2018] [Revised: 10/08/2018] [Accepted: 10/13/2018] [Indexed: 12/17/2022] Open
Abstract
The objective of this study was to evaluate the changes in the goose embryo transcriptome during feather development. RNA-Sequencing (RNA-Seq) was used to find the transcriptome profiles of feather follicles from three stages of embryonic dorsal skin at embryonic day 13, 18, and 28 (E13, E18, E28). The results showed that 3001, 6634, and 13,780 genes were differently expressed in three stages. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis revealed that differentially expressed genes (DEGs) in E13 vs. E18 were significantly mapped into the GO term of extracellular structure organization and the pathway of extracellular matrix (ECM)-receptor interaction. In E18 vs. E28, the top significantly mapped into GO term was the single-organism developmental process; the pathway was also the ECM-receptor interaction. DEGs in E13 vs. E28 were significantly mapped into the GO term of the multicellular organismal process and the pathway of cell adhesion molecules. Subsequently, the union of DEGs was categorized by succession cluster into eight profiles, which were then grouped into four ideal profiles. Lastly, the seven genes spatio-temporal expression pattern was confirmed by real-time PCR. Our findings advocate that interleukin 20 receptor subunit alpha (IL20RA), interleukin 6 receptor (IL6R), interleukin 1 receptor type 1 (IL-1R1), Wnt family member 3A (WNT3A), insulin-like growth factor binding protein 3 (IGFBP3), bone morphogenetic protein 7 (BMP7), and secreted-frizzled related protein 2 (SFRP2) might possibly play vital roles in skin and feather follicle development and growth processes.
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14
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Jia Y, Yee JK, Wang C, Nikolaenko L, Diaz-Arjonilla M, Cohen JN, French SW, Liu PY, Lue Y, Lee WNP, Swerdloff RS. Testosterone protects high-fat/low-carbohydrate diet-induced nonalcoholic fatty liver disease in castrated male rats mainly via modulating endoplasmic reticulum stress. Am J Physiol Endocrinol Metab 2018; 314:E366-E376. [PMID: 28928235 PMCID: PMC5966753 DOI: 10.1152/ajpendo.00124.2017] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
We previously showed that testosterone (T) deficiency enhanced high-fat/low-carbohydrate diet (HFD)-induced hepatic steatosis in rats independent of insulin resistance and that T replacement reduced hepatic macrovesicular fat accumulation and inflammation. The present report explores the mechanism of T's protective effects on HFD-induced steatohepatitis. Adult male rats were randomized into four treatment groups for 15 wk: intact rats on regular chow diet or HFD, and castrated rats on HFD with or without T replacement. Fatty acid β-oxidation and de novo synthesis were not changed by castration and T replacement, but expression of lipid export proteins ApoB100 and microsomal triglyceride transfer protein (MTP) was suppressed by HFD in both intact and castrated rats but restored by T replacement. Macrovesicular lipid droplet-related proteins perilipin 1 and fat-specific protein 27 were increased by HFD in castrated rats and suppressed by T replacement. Higher activation/expression of ER stress proteins (PERK, IRE-1α, JNK, NF-κB, and CHOP) was demonstrated in castrated rats fed HFD compared with intact animals, and T replacement suppressed these changes. We conclude that 1) HFD leads to ApoB100/MTP suppression reducing export of lipids; 2) castration promotes progression to steatohepatitis through activation of the ER stress pathway and enhancement of macrovesicular droplet protein expression; and 3) testosterone suppresses ER stress, inhibits the formation of macrovesicular lipid droplets, promotes lipid export, and ameliorates steatohepatitis induced by HFD and castration.
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Affiliation(s)
- Yue Jia
- Division of Endocrinology, Department of Medicine, Harbor-University of California, Los Angeles (UCLA), Medical Center , Torrance, California
- Los Angeles Biomedical Research Institute , Torrance, California
| | - Jennifer K Yee
- Department and Endocrinology, Department of Pediatrics, Harbor-UCLA Medical Center , Torrance, California
- Los Angeles Biomedical Research Institute , Torrance, California
| | - Christina Wang
- Division of Endocrinology, Department of Medicine, Harbor-University of California, Los Angeles (UCLA), Medical Center , Torrance, California
- Los Angeles Biomedical Research Institute , Torrance, California
| | - Liana Nikolaenko
- Division of Endocrinology, Department of Medicine, Harbor-University of California, Los Angeles (UCLA), Medical Center , Torrance, California
- Los Angeles Biomedical Research Institute , Torrance, California
| | - Maruja Diaz-Arjonilla
- Division of Endocrinology, Department of Medicine, Harbor-University of California, Los Angeles (UCLA), Medical Center , Torrance, California
- Los Angeles Biomedical Research Institute , Torrance, California
| | - Joshua N Cohen
- Department and Endocrinology, Department of Pediatrics, Harbor-UCLA Medical Center , Torrance, California
- Los Angeles Biomedical Research Institute , Torrance, California
| | - Samuel W French
- Department of Pathology, Harbor-UCLA Medical Center , Torrance, California
- Los Angeles Biomedical Research Institute , Torrance, California
| | - Peter Y Liu
- Division of Endocrinology, Department of Medicine, Harbor-University of California, Los Angeles (UCLA), Medical Center , Torrance, California
- Los Angeles Biomedical Research Institute , Torrance, California
| | - YanHe Lue
- Division of Endocrinology, Department of Medicine, Harbor-University of California, Los Angeles (UCLA), Medical Center , Torrance, California
- Los Angeles Biomedical Research Institute , Torrance, California
| | - Wai-Nang P Lee
- Department and Endocrinology, Department of Pediatrics, Harbor-UCLA Medical Center , Torrance, California
- Los Angeles Biomedical Research Institute , Torrance, California
| | - Ronald S Swerdloff
- Division of Endocrinology, Department of Medicine, Harbor-University of California, Los Angeles (UCLA), Medical Center , Torrance, California
- Department of Pathology, Harbor-UCLA Medical Center , Torrance, California
- Los Angeles Biomedical Research Institute , Torrance, California
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15
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Transcriptome analysis of mRNA and microRNAs in intramuscular fat tissues of castrated and intact male Chinese Qinchuan cattle. PLoS One 2017; 12:e0185961. [PMID: 29073274 PMCID: PMC5657623 DOI: 10.1371/journal.pone.0185961] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2017] [Accepted: 09/24/2017] [Indexed: 11/19/2022] Open
Abstract
Intramuscular fat (IMF) is known to enhance beef palatability and can be markedly increased by castration. However, there is little understanding of the molecular mechanism underlying the IMF deposition after castration of beef cattle. We hypothesize that genetic regulators function differently in IMF from bulls and steers. Therefore, after detecting serum testosterone and lipid parameter, as well as the contents of IMF at 6, 12, 18 and 24 months, we have investigated differentially expressed (DE) microRNAs (miRNAs) and mRNAs in IMF of bulls and steers at 24 months of age in Qinchuan cattle using next-generation sequencing, and then explored the possible biopathways regulating IMF deposition. Serum testosterone levels were significantly decreased in steers, whereas IMF content, serum total cholesterol (TC), low-density lipoprotein cholesterol (LDL-C) and triglycerides (TGs) were markedly increased in steers. Comparing the results of steers and bulls, 580 upregulated genes and 1,120 downregulated genes in IMF tissues were identified as DE genes correlated with IMF deposition. The upregulated genes were mainly associated with lipid metabolism, lipogenesis and fatty acid transportation signalling pathways, and the downregulated genes were correlated with immune response and intracellular signal transduction. Concurrently, the DE miRNAs—important players in adipose tissue accumulation induced by castration—were also examined in IMF tissues; 52 DE miRNAs were identified. The expression profiles of selected genes and miRNAs were also confirmed by quantitative real-time PCR (qRT-PCR) assays. Using integrated analysis, we constructed the microRNA-target regulatory network which was supported by target validation using the dual luciferase reporter system. Moreover, Ingenuity Pathway Analysis (IPA) software was used to construct a molecular interaction network that could be involved in regulating IMF after castration. The detected molecular network is closely associated with lipid metabolism and adipocyte differentiation, which is supported by functional identification results of bta-let-7i on bovine preadipocytes. These results provided valuable insights into the molecular mechanisms of the IMF phenotype differences between steers and bulls.
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16
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Histological analysis and identification of spermatogenesis-related genes in 2-, 6-, and 12-month-old sheep testes. Naturwissenschaften 2017; 104:84. [DOI: 10.1007/s00114-017-1505-1] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2017] [Revised: 09/11/2017] [Accepted: 09/13/2017] [Indexed: 12/27/2022]
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17
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Ji ZH, Chen J, Gao W, Zhang JY, Quan FS, Hu JP, Yuan B, Ren WZ. Cutaneous transcriptome analysis in NIH hairless mice. PLoS One 2017; 12:e0182463. [PMID: 28787439 PMCID: PMC5546695 DOI: 10.1371/journal.pone.0182463] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2017] [Accepted: 07/19/2017] [Indexed: 12/16/2022] Open
Abstract
Mice with spontaneous coat mutations are ideal animal models for studying skin development and tumorigenesis. In this study, skin hair growth cycle abnormalities were examined in NIH hairless mice 42 days after birth (P42) by using hematoxylin-eosin (H&E) staining. To examine the gene expression patterns in the skin of mutant mice, the dorsal skin of P42 female NIH mice and NIH hairless mice was sequenced by RNA-Seq, and 5,068 differentially expressed genes (DEGs) were identified (false discovery rate [FDR] ≥ 2, P < 0.05). A pathway analysis showed that basal cell carcinoma, the cell cycle and the Hippo, Hedgehog and Wnt signaling pathways were up-regulated in NIH hairless mice. Previous studies have shown that these pathways are closely associated with cell proliferation, cell cycle, organ size and cancer development. In contrast, signal transduction, bacterial and parasitic infection, and receptor-mediated pathways, including calcium signaling, were down-regulated in NIH hairless mice. A gene interaction network analysis was performed to identify genes related to hair follicle development. To verify the reliability of the RNA-Seq results, we used q-PCR to analyze 12 key genes identified from the gene interaction network analysis, including eight down-regulated and four up-regulated genes, and the results confirmed the reliability of the RNA-Seq results. Finally, we constructed the differential gene expression profiles of mutant mice by RNA-Seq. NIH hairless mice exhibited abnormalities in hair development and immune-related pathways. Pik3r1 and Pik3r3 were identified as key genes, laying the foundation for additional in-depth studies of hairless mice.
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Affiliation(s)
- Zhong-Hao Ji
- Department of Laboratory Animals, College of Animal Sciences, Jilin University, Changchun, Jilin, China
| | - Jian Chen
- Department of Laboratory Animals, College of Animal Sciences, Jilin University, Changchun, Jilin, China
| | - Wei Gao
- Department of Laboratory Animals, College of Animal Sciences, Jilin University, Changchun, Jilin, China
| | - Jin-Yu Zhang
- Department of Laboratory Animals, College of Animal Sciences, Jilin University, Changchun, Jilin, China
| | - Fu-Shi Quan
- Department of Laboratory Animals, College of Animal Sciences, Jilin University, Changchun, Jilin, China
| | - Jin-Ping Hu
- Department of Laboratory Animals, College of Animal Sciences, Jilin University, Changchun, Jilin, China
| | - Bao Yuan
- Department of Laboratory Animals, College of Animal Sciences, Jilin University, Changchun, Jilin, China
| | - Wen-Zhi Ren
- Department of Laboratory Animals, College of Animal Sciences, Jilin University, Changchun, Jilin, China
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18
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Testosterone Deficiency Induces Changes of the Transcriptomes of Visceral Adipose Tissue in Miniature Pigs Fed a High-Fat and High-Cholesterol Diet. Int J Mol Sci 2016; 17:ijms17122125. [PMID: 27999286 PMCID: PMC5187925 DOI: 10.3390/ijms17122125] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2016] [Revised: 12/08/2016] [Accepted: 12/12/2016] [Indexed: 12/14/2022] Open
Abstract
Testosterone deficiency causes fat deposition, particularly in visceral fat, and its replacement might reverse fat accumulation, however, the underlying mechanisms of such processes under diet-induced adiposity are largely unknown. To gain insights into the genome-wide role of androgen on visceral adipose tissue (VAT), RNA-Seq was used to investigate testosterone deficiency induced changes of VAT in miniature pigs fed a high-fat and high-cholesterol (HFC) diet among intact male pigs (IM), castrated male pigs (CM), and castrated male pigs with testosterone replacement (CMT) treatments. The results showed that testosterone deficiency significantly increased VAT deposition and serum leptin concentrations. Moreover, a total of 1732 differentially expressed genes (DEGs) were identified between any two groups. Compared with gene expression profiles in IM and CMT pigs, upregulated genes in CM pigs, i.e., LOC100520753 (CD68), LCN2, EMR1, S100A9, NCF1 (p47phox), and LEP, were mainly involved in inflammatory response, oxidation-reduction process, and lipid metabolic process, while downregulated genes in CM pigs, i.e., ABHD5, SPP1, and GAS6, were focused on cell differentiation and cell adhesion. Taken together, our study demonstrates that testosterone deficiency alters the expression of numerous genes involved in key biological processes of VAT accumulation under HFC diet and provides a novel genome-wide view on the role of androgen on VAT deposition under HFC diet, thus improving our understanding of the molecular mechanisms involved in VAT changes induced by testosterone deficiency.
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19
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Starčević K, Filipović N, Šperanda M, Đidara M, Mašek T. The influence of sex and gonadectomy on hepatic and brain fatty acid composition, lipogenesis and β-oxidation. J Anim Physiol Anim Nutr (Berl) 2016; 101:649-657. [PMID: 27868245 DOI: 10.1111/jpn.12575] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2016] [Accepted: 06/21/2016] [Indexed: 12/13/2022]
Abstract
The aim of this study was to investigate the influence of sex and castration of rats on liver and brain fatty acid profile and liver mRNA expression of genes involved in lipogenesis and β-oxidation. Castration significantly increased body weight and liver index and decreased serum triglyceride content in the female rats. The fatty acid composition of the liver tissue was influenced by sex and castration. Male rats had higher content of C16:0, C18:1n7, C18:2n6 and C22:5n3, while female rats had higher content of C18:0, C20:4n6 and C22:6n3. Castration of male rats decreased differences caused by sex for C18:2n6, C20:4n6 and C22:6n3. Values for C16:1n7 were higher in the castrated male rats in comparison with all other groups. Liver phospholipids showed a distribution of fatty acids similar to the total lipids. Brain total lipids and phospholipids were not influenced by sex or castration. Castration increased ∆6D gene expression in both the sexes, while ∆5D and ∆9D increased in females and males respectively. Gonadectomy increased expression of the FASN gene in the females and decreased CPT1 and ACOX1 gene expression in the liver tissue of male rats. The observed results of lipid peroxidation, measured by TBARS, were the lowest in the intact females in comparison with all other groups. In conclusion, sex strongly influences both SFA and PUFA in liver tissue, and castration decreases these differences only for PUFA. Castration also influences the expression of the genes involved in lipid metabolism differently in male and female rats, with an increase in lipogenic genes in female rats and a decrease in key genes for mitochondrial and peroxisomal β-oxidation in male rats.
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Affiliation(s)
- K Starčević
- Department of Animal Husbandry, Faculty of Veterinary Medicine, University of Zagreb, Zagreb, Croatia
| | - N Filipović
- Department of Anatomy, Histology and Embryology, Laboratory for Neurocardiology, School of Medicine, University of Split, Split, Croatia
| | - M Šperanda
- Department of Animal Science, Faculty of Agriculture, University of Osijek, Osijek, Croatia
| | - M Đidara
- Department of Animal Science, Faculty of Agriculture, University of Osijek, Osijek, Croatia
| | - T Mašek
- Department of Animal Nutrition and Dietetics, Faculty of Veterinary Medicine, University of Zagreb, Zagreb, Croatia
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20
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Wang H, Li R, Zhou X, Xue L, Xu X, Liu B. Genome-Wide Analysis and Functional Characterization of the Polyadenylation Site in Pigs Using RNAseq Data. Sci Rep 2016; 6:36388. [PMID: 27812017 PMCID: PMC5095665 DOI: 10.1038/srep36388] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2016] [Accepted: 10/14/2016] [Indexed: 12/05/2022] Open
Abstract
Polyadenylation, a critical step in the production of mature mRNA for translation in most eukaryotes, involves cleavage and poly(A) tail addition at the 3′ end of mRNAs at the polyadenylation site (PAS). Sometimes, one gene can have more than one PAS, which can produce the alternative polyadenylation (APA) phenomenon and affect the stability, localization and translation of the mRNA. In this study, we discovered 28,363 PASs using pig RNAseq data, with 13,033 located in 7,403 genes. Among the genes, 41% were identified to have more than one PAS. PAS distribution analysis indicated that the PAS position was highly variable in genes. Additionally, the analysis of RNAseq data from the liver and testis showed a difference in their PAS number and usage. RT-PCR and qRT-PCR were performed to confirm our findings by detecting the expression of 3′UTR isoforms for five candidate genes. The analysis of RNAseq data under a different androstenone level and salmonella inoculation indicated that the functional usage of PAS might participate in the immune response and may be related to the androstenone level in pigs. This study provides new insights into pig PAS and facilitates further functional research of PAS.
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Affiliation(s)
- Hongyang Wang
- Key Laboratory of Agricultural Animal Genetics, Breeding and Reproduction of Ministry of Education &Key Laboratory of Pig Genetics and Breeding of Ministry of Agriculture; Huazhong Agricultural University, Wuhan, China.,The Cooperative Innovation Center for Sustainable Pig Production, Wuhan, China
| | - Rui Li
- Department of Animal Sciences, Washington State University, Pullman, WA, United States
| | - Xiang Zhou
- Department of Animal Sciences, Washington State University, Pullman, WA, United States
| | - Liyao Xue
- Key Laboratory of Agricultural Animal Genetics, Breeding and Reproduction of Ministry of Education &Key Laboratory of Pig Genetics and Breeding of Ministry of Agriculture; Huazhong Agricultural University, Wuhan, China.,The Cooperative Innovation Center for Sustainable Pig Production, Wuhan, China
| | - Xuewen Xu
- Key Laboratory of Agricultural Animal Genetics, Breeding and Reproduction of Ministry of Education &Key Laboratory of Pig Genetics and Breeding of Ministry of Agriculture; Huazhong Agricultural University, Wuhan, China.,The Cooperative Innovation Center for Sustainable Pig Production, Wuhan, China
| | - Bang Liu
- Key Laboratory of Agricultural Animal Genetics, Breeding and Reproduction of Ministry of Education &Key Laboratory of Pig Genetics and Breeding of Ministry of Agriculture; Huazhong Agricultural University, Wuhan, China.,The Cooperative Innovation Center for Sustainable Pig Production, Wuhan, China
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21
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Sun L, Bai M, Xiang L, Zhang G, Ma W, Jiang H. Comparative transcriptome profiling of longissimus muscle tissues from Qianhua Mutton Merino and Small Tail Han sheep. Sci Rep 2016; 6:33586. [PMID: 27645777 PMCID: PMC5028831 DOI: 10.1038/srep33586] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2016] [Accepted: 08/31/2016] [Indexed: 11/29/2022] Open
Abstract
The Qianhua Mutton Merino (QHMM) is a new sheep (Ovis aries) variety with better meat performance compared with the traditional local variety Small Tail Han (STH) sheep. We aimed to evaluate the transcriptome regulators associated with muscle growth and development between the QHMM and STH. We used RNA-Seq to obtain the transcriptome profiles of the longissimus muscle from the QHMM and STH. The results showed that 960 genes were differentially expressed (405 were up-regulated and 555 were down-regulated). Among these, 463 differently expressed genes (DEGs) were probably associated with muscle growth and development and were involved in biological processes such as skeletal muscle tissue development and muscle cell differentiation; molecular functions such as catalytic activity and oxidoreductase activity; cellular components such as mitochondrion and sarcoplasmic reticulum; and pathways such as metabolic pathways and citrate cycle. From the potential genes, a gene-act-network and co-expression-network closely related to muscle growth and development were identified and established. Finally, the expressions of nine genes were validated by real-time PCR. The results suggested that some DEGs, including MRFs, GXP1 and STAC3, play crucial roles in muscle growth and development processes. This genome-wide transcriptome analysis of QHMM and STH muscle is reported for the first time.
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Affiliation(s)
- Limin Sun
- College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China
| | - Man Bai
- College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China
| | - Lujie Xiang
- College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China
| | - Guishan Zhang
- College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China
| | - Wei Ma
- College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China
| | - Huaizhi Jiang
- College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, China
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Li Z, Xiong C, Mo S, Tian H, Yu M, Mao T, Chen Q, Luo H, Li Q, Lu J, Zhao Y, Li W. Comprehensive Transcriptome Analyses of the Fructose-Fed Syrian Golden Hamster Liver Provides Novel Insights into Lipid Metabolism. PLoS One 2016; 11:e0162402. [PMID: 27589064 PMCID: PMC5010245 DOI: 10.1371/journal.pone.0162402] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2016] [Accepted: 07/21/2016] [Indexed: 01/08/2023] Open
Abstract
Dyslipidemia has been widely proven to contribute to cardiovascular diseases and other metabolic disorders, especially in insulin resistance and type 2 diabetes. The overproduction of VLDL is a significant characteristic of dyslipidemia, indicating the dysfunction of hepatic lipid metabolism, from triglyceride synthesis to transport. The fructose-fed Syrian golden hamster is an established animal model for the study of VLDL assembly with insulin resistance, however, it remains unknown how VLDL production is regulated at the transcriptional level due to the absence of a complete hamster genome. Here, we performed deep sequencing and constructed an mRNA-miRNA-lncRNA interaction network of Syrian golden hamster liver in order to reveal the global transcription profile and find potential RNA molecular regulation of VLDL production. We identified 4,450 novel multi-exon hamster lncRNAs and 755 miRNAs expressed in liver. Additionally, 146 differentially expressed coding genes, 27 differentially expressed lncRNA genes, as well as 16 differentially expressed miRNAs were identified. We then constructed an mRNA-miRNA-lncRNA interaction network that may potentially regulate VLDL production, and interestingly found several microRNA-centered regulatory networks. In order to verify our interpretation, miR-486 was selected for further experiments. Overexpression or down-regulation of miR-486 in fructose-fed hamsters resulted in altered hepatic expression of proteins involved in VLDL production, and in modulated levels of circulating VLDL. Our findings implicated that miR-486 is a potential regulator of circulating VLDL levels. These results provide new insights and a valuable resource for further study of the molecular mechanisms of VLDL secretion.
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Affiliation(s)
- Ziyang Li
- Key Laboratory of Laboratory Medicine, Ministry of Education of China, School of Laboratory Medicine and Life Science, Wenzhou Medical University, Wenzhou, 325035, PR China
| | - Chaoliang Xiong
- Key Laboratory of Laboratory Medicine, Ministry of Education of China, School of Laboratory Medicine and Life Science, Wenzhou Medical University, Wenzhou, 325035, PR China
| | - Suo Mo
- Key Laboratory of Laboratory Medicine, Ministry of Education of China, School of Laboratory Medicine and Life Science, Wenzhou Medical University, Wenzhou, 325035, PR China
| | - Haiying Tian
- Key Laboratory of Laboratory Medicine, Ministry of Education of China, School of Laboratory Medicine and Life Science, Wenzhou Medical University, Wenzhou, 325035, PR China
| | - Mengqian Yu
- Key Laboratory of Laboratory Medicine, Ministry of Education of China, School of Laboratory Medicine and Life Science, Wenzhou Medical University, Wenzhou, 325035, PR China
| | - Tingting Mao
- Key Laboratory of Laboratory Medicine, Ministry of Education of China, School of Laboratory Medicine and Life Science, Wenzhou Medical University, Wenzhou, 325035, PR China
| | - Qian Chen
- Key Laboratory of Laboratory Medicine, Ministry of Education of China, School of Laboratory Medicine and Life Science, Wenzhou Medical University, Wenzhou, 325035, PR China
| | - Haitao Luo
- Key Laboratory of Intelligent Information Processing, Advanced Computer Research Center, State Key Laboratory of Computer Architecture, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, 100190, PR China
| | - Quanzhen Li
- Department of Immunology & Microarray Core Facility, The University of Texas Southwestern Medical Center at Dallas, Dallas, TX, 75390, United States of America
| | - Jianxin Lu
- Key Laboratory of Laboratory Medicine, Ministry of Education of China, School of Laboratory Medicine and Life Science, Wenzhou Medical University, Wenzhou, 325035, PR China
- Zhejiang Provincial Key Laboratory of Medical Genetics, Wenzhou Medical University, Wenzhou, 325035, PR China
| | - Yi Zhao
- Key Laboratory of Laboratory Medicine, Ministry of Education of China, School of Laboratory Medicine and Life Science, Wenzhou Medical University, Wenzhou, 325035, PR China
- Key Laboratory of Intelligent Information Processing, Advanced Computer Research Center, State Key Laboratory of Computer Architecture, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, 100190, PR China
| | - Wei Li
- Key Laboratory of Laboratory Medicine, Ministry of Education of China, School of Laboratory Medicine and Life Science, Wenzhou Medical University, Wenzhou, 325035, PR China
- Zhejiang Provincial Key Laboratory of Medical Genetics, Wenzhou Medical University, Wenzhou, 325035, PR China
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Frommherz L, Bub A, Hummel E, Rist MJ, Roth A, Watzl B, Kulling SE. Age-Related Changes of Plasma Bile Acid Concentrations in Healthy Adults--Results from the Cross-Sectional KarMeN Study. PLoS One 2016; 11:e0153959. [PMID: 27092559 PMCID: PMC4836658 DOI: 10.1371/journal.pone.0153959] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2015] [Accepted: 04/06/2016] [Indexed: 12/11/2022] Open
Abstract
Bile acids (BA) play an important role in lipid metabolism. They facilitate intestinal lipid absorption, and BA synthesis is the main catabolic pathway for cholesterol. The objective of this study was to investigate associations of age, sex, diet (fat intake) and parameters of lipid metabolism (triglycerides, LDL, HDL, body fat content) with fasting plasma BA concentration of healthy individuals. Fasting plasma samples from a cross-sectional study were used to determine the concentrations of 14 BA using an LC-MS stable isotope dilution assay. Triglycerides, LDL and HDL were analyzed by standard clinical chemistry methods and body fat content was measured with a DXA instrument. The dietary fat intake of the 24 h period prior to the sampling was assessed on the basis of a 24 h recall. Subsequent statistical data processing was done by means of a median regression model. Results revealed large inter-individual variations. Overall, higher median plasma concentrations of BA were observed in men than in women. Quantile regression showed significant interactions of selected BA with age and sex, affecting primarily chenodeoxycholic acid and its conjugates. No associations were found for LDL and the amount of fat intake (based on the percentage of energy intake from dietary fat as well as total fat intake). Additional associations regarding body fat content, HDL and triglycerides were found for some secondary BA plasma concentrations. We conclude that age and sex are associated with the fasting plasma concentrations. Those associations are significant and need to be considered in studies investigating the role of BA in the human metabolism.
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Affiliation(s)
- Lara Frommherz
- Department of Safety and Quality of Fruit and Vegetables, Max Rubner-Institut, Federal Research Institute of Nutrition and Food, Karlsruhe, Germany
- * E-mail:
| | - Achim Bub
- Department of Physiology and Biochemistry of Nutrition, Max Rubner-Institut, Federal Research Institute of Nutrition and Food, Karlsruhe, Germany
| | - Eva Hummel
- Department of Nutritional Behaviour, Max Rubner-Institut, Federal Research Institute of Nutrition and Food, Karlsruhe, Germany
| | - Manuela J. Rist
- Department of Physiology and Biochemistry of Nutrition, Max Rubner-Institut, Federal Research Institute of Nutrition and Food, Karlsruhe, Germany
| | - Alexander Roth
- Department of Physiology and Biochemistry of Nutrition, Max Rubner-Institut, Federal Research Institute of Nutrition and Food, Karlsruhe, Germany
| | - Bernhard Watzl
- Department of Physiology and Biochemistry of Nutrition, Max Rubner-Institut, Federal Research Institute of Nutrition and Food, Karlsruhe, Germany
| | - Sabine E. Kulling
- Department of Safety and Quality of Fruit and Vegetables, Max Rubner-Institut, Federal Research Institute of Nutrition and Food, Karlsruhe, Germany
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