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Sergi CM, Kehar M, Jimenez-Rivera C. Liver Biopsy Handling of Metabolic-Associated Fatty Liver Disease (MAFLD): the Children's Hospital of Eastern Ontario grossing protocol. Ther Adv Endocrinol Metab 2024; 15:20420188241227766. [PMID: 38322111 PMCID: PMC10846056 DOI: 10.1177/20420188241227766] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Accepted: 12/19/2023] [Indexed: 02/08/2024] Open
Abstract
Metabolic-(non-alcoholic) associated fatty liver disease (MAFLD/NAFLD) has increasingly become a worldwide epidemic. It has been suggested that renaming NAFLD to MAFLD is critical in identifying patients with advanced fibrosis and poor cardiovascular outcomes. There are concerns that the progression to non-alcoholic steatohepatitis (NASH) may become a constant drive in the future healthcare of children and adolescents. There is a necessity to tackle the emerging risk factors for NASH-associated hepatocellular carcinoma (HCC). In this narrative review, we present the current protocol of liver biopsy separated between pre-analytical, analytical, and post-analytical handling. Genetic association investigations have identified single nucleotide polymorphisms implicated in the progression of MAFLD-HCC, many of which seem to belong to the lipid metabolism pathways. PNPLA3 rs738409 variant, TM6SF2 rs58542926 variant, MBOAT7 rs641738 variant, and GCKR variants seem to be significantly associated with NAFLD disease susceptibility. In disclosing the current comprehensive protocol performed at the Children's Hospital of Eastern Ontario, Ottawa, ON, Canada, we support the most recent Kulkarni-Sarin's pledge to rename NAFLD to MAFLD. Grossing of the liver biopsy is key to identifying histologic, immunophenotypical, and ultrastructure data and properly preserving tissue for molecular genomics data.
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Affiliation(s)
- Consolato M. Sergi
- Division of Anatomic Pathology, Children’s Hospital of Eastern Ontario, University of Ottawa, 401 Smyth Road Ottawa, Ottawa, ON K1H 8L1m, Canada
- Department of Laboratory Medicine and Pathology, Stollery Children’s Hospital, University of Alberta Hospital, Edmonton, AB, Canada
| | - Mohit Kehar
- Division of Gastroenterology, Hepatology and Nutrition, Children’s Hospital of Eastern Ontario, University of Ottawa, Ottawa, ON, Canada
| | - Carolina Jimenez-Rivera
- Division of Gastroenterology, Hepatology and Nutrition, Children’s Hospital of Eastern Ontario, University of Ottawa, Ottawa, ON, Canada
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Li B, Sauter ER. Lipids link immune suppression to effective immunotherapy in steatotic hepatocellular carcinoma. ANNALS OF TRANSLATIONAL MEDICINE 2023; 11:226. [PMID: 37007550 PMCID: PMC10061468 DOI: 10.21037/atm-22-6548] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/24/2022] [Accepted: 01/03/2023] [Indexed: 01/18/2023]
Affiliation(s)
- Bing Li
- Department of Pathology, University of Iowa, Iowa City, IA, USA
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Jang JK, Lee ES, Seo JW, Kim YR, Kim SY, Cho YY, Lee DH. Two-dimensional Shear-Wave Elastography and US Attenuation Imaging for Nonalcoholic Steatohepatitis Diagnosis: A Cross-sectional, Multicenter Study. Radiology 2022; 305:118-126. [PMID: 35727151 DOI: 10.1148/radiol.220220] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Background Multiparametric US examination may have potential in the comprehensive evaluation of nonalcoholic fatty liver disease (NAFLD), but multicenter studies are lacking. Purpose To evaluate the diagnostic performance of multiparametric US with the attenuation coefficient (AC) from attenuation imaging (ATI) and liver stiffness (LS) and dispersion slope (DS) from two-dimensional (2D) shear-wave elastography (SWE) in a multicenter study of patients with NAFLD. Materials and Methods This prospective study enrolled consecutive participants between December 2019 and June 2021 with suspected nonalcoholic steatohepatitis (NASH) who were scheduled to undergo liver biopsy in five tertiary hospitals. Before the procedure, all participants underwent US with ATI and 2D SWE according to the study protocol. Multivariable linear regression analyses were performed to determine the significant determinant factors for AC, LS, and DS. Diagnostic performance was decided based on the areas under the receiver operating characteristic curve (AUCs). Results A total of 132 participants (median age, 38 years; IQR, 27-54 years; 69 women) were evaluated. Among the participant characteristics, including pathologic findings, demographic characteristics, body mass index, and serum markers, hepatic steatosis for AC (P < .001), lobular inflammatory activity for DS (P = .007), and both fibrosis (P = .01) and lobular inflammatory activity (P = .04) for LS were significant determinant factors. At histopathologic examination, 53 of the 132 participants (40.2%) had NASH. The risk score system obtained using unweighted sum of scores from AC and DS showed the best diagnostic performance in the detection of NASH (AUC = 0.94; 95% CI: 0.89, 0.98; P < .05 for all), as compared with serum markers or other US parameters alone (AUC ≤ 0.88). Conclusion US attenuation imaging and two-dimensional shear-wave elastography were useful for assessing hepatic steatosis, lobular inflammation, and fibrosis. The risk score system obtained using the attenuation coefficient and dispersion slope showed the best diagnostic performance fo r nonalcoholic steatohepatitis. cris.nih.go.kr no. KCT0004326 © RSNA, 2022 Online supplemental material is available for this article.
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Affiliation(s)
- Jong Keon Jang
- From the Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea (J.K.J., S.Y.K.); Departments of Radiology (E.S.L.) and Internal Medicine (Y.Y.C.), Chung-Ang University Hospital, Seoul, Korea; Department of Radiology, Ilsan Paik Hospital, Inje University College of Medicine, Gyeonggi, Korea (J.W.S.); Department of Radiology, Wonkwang University Hospital, Wonkwang University College of Medicine, Iksan, Korea (Y.R.K.); and Department of Radiology, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Korea (D.H.L.)
| | - Eun Sun Lee
- From the Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea (J.K.J., S.Y.K.); Departments of Radiology (E.S.L.) and Internal Medicine (Y.Y.C.), Chung-Ang University Hospital, Seoul, Korea; Department of Radiology, Ilsan Paik Hospital, Inje University College of Medicine, Gyeonggi, Korea (J.W.S.); Department of Radiology, Wonkwang University Hospital, Wonkwang University College of Medicine, Iksan, Korea (Y.R.K.); and Department of Radiology, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Korea (D.H.L.)
| | - Jung Wook Seo
- From the Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea (J.K.J., S.Y.K.); Departments of Radiology (E.S.L.) and Internal Medicine (Y.Y.C.), Chung-Ang University Hospital, Seoul, Korea; Department of Radiology, Ilsan Paik Hospital, Inje University College of Medicine, Gyeonggi, Korea (J.W.S.); Department of Radiology, Wonkwang University Hospital, Wonkwang University College of Medicine, Iksan, Korea (Y.R.K.); and Department of Radiology, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Korea (D.H.L.)
| | - Youe Ree Kim
- From the Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea (J.K.J., S.Y.K.); Departments of Radiology (E.S.L.) and Internal Medicine (Y.Y.C.), Chung-Ang University Hospital, Seoul, Korea; Department of Radiology, Ilsan Paik Hospital, Inje University College of Medicine, Gyeonggi, Korea (J.W.S.); Department of Radiology, Wonkwang University Hospital, Wonkwang University College of Medicine, Iksan, Korea (Y.R.K.); and Department of Radiology, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Korea (D.H.L.)
| | - So Yeon Kim
- From the Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea (J.K.J., S.Y.K.); Departments of Radiology (E.S.L.) and Internal Medicine (Y.Y.C.), Chung-Ang University Hospital, Seoul, Korea; Department of Radiology, Ilsan Paik Hospital, Inje University College of Medicine, Gyeonggi, Korea (J.W.S.); Department of Radiology, Wonkwang University Hospital, Wonkwang University College of Medicine, Iksan, Korea (Y.R.K.); and Department of Radiology, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Korea (D.H.L.)
| | - Young Youn Cho
- From the Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea (J.K.J., S.Y.K.); Departments of Radiology (E.S.L.) and Internal Medicine (Y.Y.C.), Chung-Ang University Hospital, Seoul, Korea; Department of Radiology, Ilsan Paik Hospital, Inje University College of Medicine, Gyeonggi, Korea (J.W.S.); Department of Radiology, Wonkwang University Hospital, Wonkwang University College of Medicine, Iksan, Korea (Y.R.K.); and Department of Radiology, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Korea (D.H.L.)
| | - Dong Ho Lee
- From the Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea (J.K.J., S.Y.K.); Departments of Radiology (E.S.L.) and Internal Medicine (Y.Y.C.), Chung-Ang University Hospital, Seoul, Korea; Department of Radiology, Ilsan Paik Hospital, Inje University College of Medicine, Gyeonggi, Korea (J.W.S.); Department of Radiology, Wonkwang University Hospital, Wonkwang University College of Medicine, Iksan, Korea (Y.R.K.); and Department of Radiology, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 03080, Korea (D.H.L.)
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Villagomez D, Shah M, Marti F, Orozco G, Davenport D, Gupta M, Ancheta A, Desai S, Vilchez G, Zwischenberger J, Gedaly R. Hepatic Steatosis is Associated with an Increased Risk of Postoperative Infections and Perioperative Transfusion Requirements in Patients Undergoing Hepatectomy. World J Surg 2021; 45:3654-3659. [PMID: 34546385 DOI: 10.1007/s00268-021-06230-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/21/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND To determine the impact of hepatic steatosis on perioperative outcomes of patients undergoing hepatectomy. METHODS We analyzed all hepatectomy patients with normal and fatty liver texture, between 2014 and 2018 using NSQIP. Main endpoints included perioperative transfusions (within 72 h) and infectious complications. RESULTS A total of 8,237 patients underwent hepatectomy during the study period. The overall rate of fatty liver texture (FLG) was 31% (2,557). Operative duration was significantly longer; inflow occlusion was more common (Pringle maneuver), and the need of transfusions was significantly higher in the FLG compared to the normal liver group (NLG) (p = < 0.001). On multivariate analysis, patients in the FLG had increased risk of developing infectious complications (OR 1.22 [95%IC 1.05-1.41]) and transfusion requirements within 72 h after hepatectomy (OR 1.43 [95% CI 1.24-1.63]). CONCLUSIONS Hepatic steatosis is an independent risk factor for the development of infectious complications and increased perioperative transfusion requirements in patients undergoing hepatectomy. Those requiring transfusions within 72 h had also an increased risk of infections after hepatectomy.
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Affiliation(s)
- Diego Villagomez
- Department of Surgery - Transplant Division, College of Medicine, University of Kentucky, 740 South Limestone, K301, Lexington, KY, 40536-0293, USA
| | - Malay Shah
- Department of Surgery - Transplant Division, College of Medicine, University of Kentucky, 740 South Limestone, K301, Lexington, KY, 40536-0293, USA
| | - Francesc Marti
- Department of Surgery - Transplant Division, College of Medicine, University of Kentucky, 740 South Limestone, K301, Lexington, KY, 40536-0293, USA
| | - Gabriel Orozco
- Department of Surgery - Transplant Division, College of Medicine, University of Kentucky, 740 South Limestone, K301, Lexington, KY, 40536-0293, USA
| | - Daniel Davenport
- Department of Surgery - Transplant Division, College of Medicine, University of Kentucky, 740 South Limestone, K301, Lexington, KY, 40536-0293, USA
| | - Meera Gupta
- Department of Surgery - Transplant Division, College of Medicine, University of Kentucky, 740 South Limestone, K301, Lexington, KY, 40536-0293, USA
| | - Alexandre Ancheta
- Department of Surgery - Transplant Division, College of Medicine, University of Kentucky, 740 South Limestone, K301, Lexington, KY, 40536-0293, USA
| | - Siddharth Desai
- Department of Surgery - Transplant Division, College of Medicine, University of Kentucky, 740 South Limestone, K301, Lexington, KY, 40536-0293, USA
| | - Gabriel Vilchez
- Department of Medicine, Division of Infectious Diseases. College of Medicine, University of Kentucky, Lexington, KY, USA
| | - Joseph Zwischenberger
- Department of Surgery - Transplant Division, College of Medicine, University of Kentucky, 740 South Limestone, K301, Lexington, KY, 40536-0293, USA
| | - Roberto Gedaly
- Department of Surgery - Transplant Division, College of Medicine, University of Kentucky, 740 South Limestone, K301, Lexington, KY, 40536-0293, USA.
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Jang JK, Kim SY, Yoo IW, Cho YB, Kang HJ, Lee DH. Diagnostic performance of ultrasound attenuation imaging for assessing low-grade hepatic steatosis. Eur Radiol 2021; 32:2070-2077. [PMID: 34549325 DOI: 10.1007/s00330-021-08269-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Revised: 08/03/2021] [Accepted: 08/11/2021] [Indexed: 12/17/2022]
Abstract
OBJECTIVES To investigate the diagnostic performance of attenuation imaging (ATI) for the assessment of low-grade hepatic steatosis using liver biopsy as the reference standard. METHODS The study included 57 potential donor candidates for living liver transplantation who underwent ATI, transient elastography (TE), and liver biopsy for evaluation of hepatic steatosis between February 2020 and April 2020. The attenuation coefficient (AC) from ATI and the controlled attenuation parameter (CAP) from TE were measured for each participant in a random and blind manner. The histologic hepatic fat fraction (HFF) was graded (S0, < 5%; S1, 5-33%; S2, 33-66%; S3, > 66%). The accuracy of ATI for diagnosing hepatic steatosis was compared with that of CAP using ROC analysis. Correlations between AC and HFF were evaluated, and factors affecting AC were determined by linear regression analysis. RESULTS The median HFF was 3% (range: 0-35%), with 31 (54.4%), 24 (42.0%), and 2 (3.5%) participants being graded as S0, S1, and S2, respectively. The AUCs for the ROCs of AC and CAP for the detection of hepatic steatosis were 0.808 (95% CI: 0.682-0.900) and 0.829 (95% CI: 0.706-0.916), respectively, with the difference not being statistically significant (p = 0.762). AC showed 61.5% of sensitivity and 90.3% of specificity. AC was positively correlated with HFF (p < 0.001). HFF was the only factor significantly affecting AC. CONCLUSIONS ATI showed moderate sensitivity and high specificity in the diagnosis and quantification of hepatic steatosis in low-grade steatosis without fibrosis. Only HFF significantly affected AC. KEY POINTS • Attenuation imaging showed moderate sensitivity and high specificity performance in the diagnosis and quantification of hepatic steatosis in low-grade steatosis without fibrosis. • The diagnostic performance of the attenuation coefficient by attenuation imaging did not significantly differ from that of the controlled attenuation parameter by transient elastography in quantifying low-grade steatosis. • The histopathologically determined hepatic fat fraction was the only factor significantly affecting the attenuation coefficient.
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Affiliation(s)
- Jong Keon Jang
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, 88, Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, South Korea
| | - So Yeon Kim
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, 88, Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, South Korea.
| | - In Woon Yoo
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, 88, Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, South Korea
| | - Young Bum Cho
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, 88, Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, South Korea
| | - Hyo Jeong Kang
- Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, 88, Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, South Korea
| | - Dong Ho Lee
- Department of Radiology, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, 03080, South Korea
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Negi CK, Khan S, Dirven H, Bajard L, Bláha L. Flame Retardants-Mediated Interferon Signaling in the Pathogenesis of Nonalcoholic Fatty Liver Disease. Int J Mol Sci 2021; 22:ijms22084282. [PMID: 33924165 PMCID: PMC8074384 DOI: 10.3390/ijms22084282] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Revised: 04/14/2021] [Accepted: 04/16/2021] [Indexed: 02/06/2023] Open
Abstract
Nonalcoholic fatty liver disease (NAFLD) is a growing concern worldwide, affecting 25% of the global population. NAFLD is a multifactorial disease with a broad spectrum of pathology includes steatosis, which gradually progresses to a more severe condition such as nonalcoholic steatohepatitis (NASH), fibrosis, cirrhosis, and eventually leads to hepatic cancer. Several risk factors, including exposure to environmental toxicants, are involved in the development and progression of NAFLD. Environmental factors may promote the development and progression of NAFLD by various biological alterations, including mitochondrial dysfunction, reactive oxygen species production, nuclear receptors dysregulation, and interference in inflammatory and immune-mediated signaling. Moreover, environmental contaminants can influence immune responses by impairing the immune system’s components and, ultimately, disease susceptibility. Flame retardants (FRs) are anthropogenic chemicals or mixtures that are being used to inhibit or delay the spread of fire. FRs have been employed in several household and outdoor products; therefore, human exposure is unavoidable. In this review, we summarized the potential mechanisms of FRs-associated immune and inflammatory signaling and their possible contribution to the development and progression of NAFLD, with an emphasis on FRs-mediated interferon signaling. Knowledge gaps are identified, and emerging pharmacotherapeutic molecules targeting the immune and inflammatory signaling for NAFLD are also discussed.
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Affiliation(s)
- Chander K. Negi
- Faculty of Science, RECETOX, Masaryk University, Kamenice 5, CZ62500 Brno, Czech Republic; (L.B.); (L.B.)
- Correspondence: or
| | - Sabbir Khan
- Department of Neuro-Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, TX 77030, USA;
| | - Hubert Dirven
- Department of Environmental Health, Section for Toxicology and Risk Assessment, Norwegian Institute of Public Health, 0456 Oslo, Norway;
| | - Lola Bajard
- Faculty of Science, RECETOX, Masaryk University, Kamenice 5, CZ62500 Brno, Czech Republic; (L.B.); (L.B.)
| | - Luděk Bláha
- Faculty of Science, RECETOX, Masaryk University, Kamenice 5, CZ62500 Brno, Czech Republic; (L.B.); (L.B.)
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Hu S, Bae M, Park YK, Lee JY. n-3 PUFAs inhibit TGFβ1-induced profibrogenic gene expression by ameliorating the repression of PPARγ in hepatic stellate cells. J Nutr Biochem 2020; 85:108452. [DOI: 10.1016/j.jnutbio.2020.108452] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2019] [Revised: 05/20/2020] [Accepted: 05/27/2020] [Indexed: 01/01/2023]
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Savic D, Hodson L, Neubauer S, Pavlides M. The Importance of the Fatty Acid Transporter L-Carnitine in Non-Alcoholic Fatty Liver Disease (NAFLD). Nutrients 2020; 12:E2178. [PMID: 32708036 PMCID: PMC7469009 DOI: 10.3390/nu12082178] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Revised: 07/17/2020] [Accepted: 07/20/2020] [Indexed: 12/16/2022] Open
Abstract
L-carnitine transports fatty acids into the mitochondria for oxidation and also buffers excess acetyl-CoA away from the mitochondria. Thus, L-carnitine may play a key role in maintaining liver function, by its effect on lipid metabolism. The importance of L-carnitine in liver health is supported by the observation that patients with primary carnitine deficiency (PCD) can present with fatty liver disease, which could be due to low levels of intrahepatic and serum levels of L-carnitine. Furthermore, studies suggest that supplementation with L-carnitine may reduce liver fat and the liver enzymes alanine aminotransferase (ALT) and aspartate transaminase (AST) in patients with Non-Alcoholic Fatty Liver Disease (NAFLD). L-carnitine has also been shown to improve insulin sensitivity and elevate pyruvate dehydrogenase (PDH) flux. Studies that show reduced intrahepatic fat and reduced liver enzymes after L-carnitine supplementation suggest that L-carnitine might be a promising supplement to improve or delay the progression of NAFLD.
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Affiliation(s)
- Dragana Savic
- Radcliffe Department of Medicine, Oxford Centre for Magnetic Resonance Research, John Radcliffe Hospital, University of Oxford, Oxford OX3 9DU, UK; (S.N.); (M.P.)
| | - Leanne Hodson
- Radcliffe Department of Medicine, Oxford Centre for Diabetes, Endocrinology & Metabolism, Churchill Hospital, University of Oxford, Oxford OX3 7LE, UK;
- Oxford NIHR Biomedical Research Centre, University of Oxford, Oxford OX3 7LE, UK
| | - Stefan Neubauer
- Radcliffe Department of Medicine, Oxford Centre for Magnetic Resonance Research, John Radcliffe Hospital, University of Oxford, Oxford OX3 9DU, UK; (S.N.); (M.P.)
| | - Michael Pavlides
- Radcliffe Department of Medicine, Oxford Centre for Magnetic Resonance Research, John Radcliffe Hospital, University of Oxford, Oxford OX3 9DU, UK; (S.N.); (M.P.)
- Oxford NIHR Biomedical Research Centre, University of Oxford, Oxford OX3 7LE, UK
- Translational Gastroenterology Unit, University of Oxford, Oxford OX3 9DU, UK
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Williams SA, Kivimaki M, Langenberg C, Hingorani AD, Casas JP, Bouchard C, Jonasson C, Sarzynski MA, Shipley MJ, Alexander L, Ash J, Bauer T, Chadwick J, Datta G, DeLisle RK, Hagar Y, Hinterberg M, Ostroff R, Weiss S, Ganz P, Wareham NJ. Plasma protein patterns as comprehensive indicators of health. Nat Med 2019; 25:1851-1857. [PMID: 31792462 PMCID: PMC6922049 DOI: 10.1038/s41591-019-0665-2] [Citation(s) in RCA: 215] [Impact Index Per Article: 43.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Accepted: 10/23/2019] [Indexed: 12/31/2022]
Abstract
Proteins are effector molecules that mediate the functions of genes1,2 and modulate comorbidities3-10, behaviors and drug treatments11. They represent an enormous potential resource for personalized, systemic and data-driven diagnosis, prevention, monitoring and treatment. However, the concept of using plasma proteins for individualized health assessment across many health conditions simultaneously has not been tested. Here, we show that plasma protein expression patterns strongly encode for multiple different health states, future disease risks and lifestyle behaviors. We developed and validated protein-phenotype models for 11 different health indicators: liver fat, kidney filtration, percentage body fat, visceral fat mass, lean body mass, cardiopulmonary fitness, physical activity, alcohol consumption, cigarette smoking, diabetes risk and primary cardiovascular event risk. The analyses were prospectively planned, documented and executed at scale on archived samples and clinical data, with a total of ~85 million protein measurements in 16,894 participants. Our proof-of-concept study demonstrates that protein expression patterns reliably encode for many different health issues, and that large-scale protein scanning12-16 coupled with machine learning is viable for the development and future simultaneous delivery of multiple measures of health. We anticipate that, with further validation and the addition of more protein-phenotype models, this approach could enable a single-source, individualized so-called liquid health check.
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Affiliation(s)
| | - Mika Kivimaki
- Department of Epidemiology and Public Health, University College London, London, UK
| | | | - Aroon D Hingorani
- Institute of Cardiovascular Science, University College London, London, UK
- University College London, British Heart Foundation Research Accelerator, London, UK
- Health Data Research UK, London, UK
| | - J P Casas
- Massachusetts Veterans Epidemiology and Research Information Center, Veterans Affairs Boston Healthcare System, Boston, MA, USA
| | - Claude Bouchard
- Pennington Biomedical Research Center, Louisiana State University, Baton Rouge, LA, USA
| | - Christian Jonasson
- HUNT Research Center and K. G. Jebsen Center for Genetic Epidemiology, Faculty of Medicine and Health Sciences, NTNU-Norwegian University of Science and Technology, Trondheim, Norway
| | - Mark A Sarzynski
- Department of Exercise Science, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | - Martin J Shipley
- Department of Epidemiology and Public Health, University College London, London, UK
| | | | | | | | | | | | | | | | | | | | | | - Peter Ganz
- Division of Cardiology, Center of Excellence in Vascular Research, Zuckerberg San Francisco General Hospital, University of California San Francisco, San Francisco, CA, USA
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Reis-Júnior P, Tanigawa R, de Mesquita GHA, Basan N, Alves V, D’Albuquerque LAC, Andraus W. Steatosis and steatohepatitis found in adults after death due to non-burn trauma. Clinics (Sao Paulo) 2019; 74:e1070. [PMID: 31618320 PMCID: PMC6784613 DOI: 10.6061/clinics/2019/e1070] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/27/2018] [Accepted: 07/17/2019] [Indexed: 01/10/2023] Open
Abstract
OBJECTIVE With the increasing prevalence of steatosis, the number of steatotic liver grafts from deceased donors is also increasing. Thus, determining the prevalence and the population risk factors of steatosis may assist in risk stratification. The aim of this study was to evaluate the prevalence and predictors of steatosis and steatohepatitis among livers from adults who died due to non-burn trauma. METHODS Specimens were collected from 224 adults undergoing autopsy at a regional autopsy referral center from September 2011 to April 2013. Histopathological examination was performed on six samples obtained from different lobes of each liver. The outcomes of interest were the presence of steatosis, steatohepatitis, NASH inflammation and NASH fibrosis. The main predictors were body mass index, abdominal circumference, liver weight and volume, presence of cholelithiasis, and siderosis. Our modeling strategy made use of a series of generalized linear models with a binomial family. RESULTS Our sample had a mean age of 40 years; steatosis was diagnosed in 48.2% of cases, and steatohepatitis was diagnosed in 2.7%. The presence of a high proportion of fatty changes was more prevalent among males and older individuals, with the most affected age group being 41-60 years. When evaluating the crude odds ratio for steatosis, the factors significantly associated with an increased risk of steatosis were greater abdominal circumference, BMI, and liver weight and the presence of siderosis. CONCLUSION Our study reinforces the role of older age, obesity and hepatomegaly as predictors of fatty liver disease. These variables should be considered in the assessment of fatty changes in the livers of potential liver donors.
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Affiliation(s)
- Paulo Reis-Júnior
- Faculdade de Medicina, Universidade Federal do Tocantins, Palmas, TO, BR
| | - Ryan Tanigawa
- Divisao de Patologia, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, BR
| | | | - Natalia Basan
- Faculdade de Medicina, Universidade Federal do Tocantins, Palmas, TO, BR
| | - Venâncio Alves
- Divisao de Patologia, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, BR
| | | | - Wellington Andraus
- Servico de Transplante e Cirurgia do Figado, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, SP, BR
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11
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Marcellin F, Fontaine H, Serfaty L, Sogni P, Carrieri MP. Cannabinoids and reduced risk of hepatic steatosis in HIV-HCV co-infection: paving the way for future clinical research. Expert Rev Anti Infect Ther 2018; 16:377-380. [DOI: 10.1080/14787210.2018.1473764] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Affiliation(s)
- Fabienne Marcellin
- Aix Marseille Univ, INSERM, IRD, SESSTIM, Sciences Economiques & Sociales de la Santé & Traitement de l’Information Médicale, Marseille, France
- ORS PACA, Observatoire Régional de la Santé Provence-Alpes-Côte d’Azur, Marseille, France
| | - Hélène Fontaine
- INSERM, U1016, Hôpital Cochin, 27 rue du Faubourg Saint Jacques, Paris, France
- Hepatology Unit, Groupe hospitalier Cochin-Hôtel Dieu, AP-HP, Paris, France
| | - Lawrence Serfaty
- Service d'Hépato-Gastro-Entérologie et d'Assistance Nutritive, Hôpital de Hautepierre, Strasbourg, France
| | - Philippe Sogni
- Service d’Hépatologie, AP-HP, Hôpital Cochin, Paris, France
- Université Paris Descartes, Paris, France
| | - Maria Patrizia Carrieri
- Aix Marseille Univ, INSERM, IRD, SESSTIM, Sciences Economiques & Sociales de la Santé & Traitement de l’Information Médicale, Marseille, France
- ORS PACA, Observatoire Régional de la Santé Provence-Alpes-Côte d’Azur, Marseille, France
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12
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Yamaguchi S, Kawakami K, Satoh K, Fukunaga N, Akama K, Matsumoto KI. Suppression of hepatic dysfunction in tenascin‑X‑deficient mice fed a high‑fat diet. Mol Med Rep 2017; 16:4061-4067. [PMID: 28731143 PMCID: PMC5646988 DOI: 10.3892/mmr.2017.7052] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2016] [Accepted: 06/13/2017] [Indexed: 12/14/2022] Open
Abstract
Extracellular matrix glycoprotein tenascin‑X (TNX) is the largest member of the tenascin family. In the present study, the contribution of TNX to liver dysfunction was investigated by administration of high‑fat and high‑cholesterol diet with high levels of phosphorus and calcium (HFCD) to wild‑type (WT) and TNX‑knockout (KO) mice. After 16 weeks of HFCD administration, the ratio of liver weight to body weight was approximately 22% higher in the HFCD‑fed WT mice compared with the HFCD‑fed TNX‑KO mice, indicating hepatomegaly in HFCD‑fed WT mice. Histological analyses with hematoxylin and eosin staining at 21 weeks revealed that hepatocyte hypertrophy in HFCD‑fed TNX‑KO mice was suppressed to 85% of that in HFCD‑fed WT mice. By contrast, there was a 1.2‑fold increase in lipid deposition in hepatocytes from HFCD‑fed TNX‑KO mice compared with HFCD‑fed WT mice at 18 weeks, as demonstrated by Oil Red O staining. In addition, TNX‑KO mice at 21 weeks and 27 weeks post‑HFCD administration exhibited significant suppression of inflammatory cell infiltrate to 51 and 24% of that in WT mice, respectively. Immunofluorescence analysis for type I collagen and Elastica van Gieson staining demonstrated a clear hepatic fibrosis progression in HFCD‑fed WT mice at 27 weeks, whereas hepatic fibrosis was undetected in HFCD‑fed TNX‑KO mice. The present findings indicated that TNX deficiency suppressed hepatic dysfunction induced by HFCD administration.
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Affiliation(s)
- Shinsaku Yamaguchi
- Department of Biosignaling and Radioisotope Experiment, Interdisciplinary Center for Science Research, Organization for Research and Academic Information, Shimane University, Izumo, Shimane 693‑8501, Japan
| | - Kohei Kawakami
- Department of Experimental Animals, Interdisciplinary Center for Science Research, Organization for Research and Academic Information, Shimane University, Izumo, Shimane 693‑8501, Japan
| | - Kazumi Satoh
- Department of Biosignaling and Radioisotope Experiment, Interdisciplinary Center for Science Research, Organization for Research and Academic Information, Shimane University, Izumo, Shimane 693‑8501, Japan
| | - Naoki Fukunaga
- Department of Biosignaling and Radioisotope Experiment, Interdisciplinary Center for Science Research, Organization for Research and Academic Information, Shimane University, Izumo, Shimane 693‑8501, Japan
| | - Kazuhito Akama
- Department of Biological Science, Shimane University, Matsue, Shimane 690‑8504, Japan
| | - Ken-Ichi Matsumoto
- Department of Biosignaling and Radioisotope Experiment, Interdisciplinary Center for Science Research, Organization for Research and Academic Information, Shimane University, Izumo, Shimane 693‑8501, Japan
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Abstract
Obesity and its major comorbidities, including type 2 diabetes mellitus, nonalcoholic fatty liver disease (NAFLD), obesity cardiomyopathy, and certain cancers, have caused life expectancy in the United States to decline in recent years. Obesity is the increased accumulation of triglycerides (TG), which are synthesized from glycerol and long-chain fatty acids (LCFA) throughout the body. LCFA enter adipocytes, hepatocytes, and cardiomyocytes via specific, facilitated transport processes. Metabolism of increased cellular TG content in obesity may lead to comorbidities such as NAFLD and cardiomyopathy. Better understanding of LCFA transport processes may lead to successful treatment of obesity and NAFLD.
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Affiliation(s)
- Paul D Berk
- Division of Digestive and Liver Diseases, Department of Medicine, Columbia College of Physicians and Surgeons, Columbia University Medical Center, 650 West 168 Street, New York, NY 10032, USA; Division of Preventive Medicine, Department of Medicine, Columbia College of Physicians and Surgeons, Columbia University Medical Center, William Black Building, 650 West 168 Street, Room 1006, Box 57A, New York, NY 10032, USA.
| | - Elizabeth C Verna
- Division of Digestive and Liver Diseases, Department of Medicine, Columbia College of Physicians and Surgeons, Columbia University Medical Center, 650 West 168 Street, New York, NY 10032, USA
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14
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Ion Channels and Oxidative Stress as a Potential Link for the Diagnosis or Treatment of Liver Diseases. OXIDATIVE MEDICINE AND CELLULAR LONGEVITY 2016; 2016:3928714. [PMID: 26881024 PMCID: PMC4736365 DOI: 10.1155/2016/3928714] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/23/2015] [Revised: 10/22/2015] [Accepted: 10/27/2015] [Indexed: 02/06/2023]
Abstract
Oxidative stress results from a disturbed balance between oxidation and antioxidant systems. Reactive oxygen species (ROS) and reactive nitrogen species (RNS) may be either harmful or beneficial to the cells. Ion channels are transmembrane proteins that participate in a large variety of cellular functions and have been implicated in the development of a variety of diseases. A significant amount of the available drugs in the market targets ion channels. These proteins have sulfhydryl groups of cysteine and methionine residues in their structure that can be targeted by ROS and RNS altering channel function including gating and conducting properties, as well as the corresponding signaling pathways associated. The regulation of ion channels by ROS has been suggested to be associated with some pathological conditions including liver diseases. This review focuses on understanding the role and the potential association of ion channels and oxidative stress in liver diseases including fibrosis, alcoholic liver disease, and cancer. The potential association between ion channels and oxidative stress conditions could be used to develop new treatments for major liver diseases.
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Recent insights on the role of cholesterol in non-alcoholic fatty liver disease. Biochim Biophys Acta Mol Basis Dis 2015; 1852:1765-78. [DOI: 10.1016/j.bbadis.2015.05.015] [Citation(s) in RCA: 175] [Impact Index Per Article: 19.4] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2015] [Revised: 05/25/2015] [Accepted: 05/27/2015] [Indexed: 12/18/2022]
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16
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Zhang J, Zhao Y, Xu C, Hong Y, Lu H, Wu J, Chen Y. Association between serum free fatty acid levels and nonalcoholic fatty liver disease: a cross-sectional study. Sci Rep 2014; 4:5832. [PMID: 25060337 PMCID: PMC5376058 DOI: 10.1038/srep05832] [Citation(s) in RCA: 117] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2014] [Accepted: 07/07/2014] [Indexed: 02/06/2023] Open
Abstract
High serum free fatty acid (FFA) levels are associated with metabolic syndrome (MS). This study aimed to assess the association of fasting serum FFAs with nonalcoholic fatty liver disease (NAFLD) in a Chinese population. A total of 840 subjects fulfilled the diagnostic criteria of NAFLD and 331 healthy control participants were enrolled in this cross-sectional study. Fasting serum FFA levels and other clinical and laboratory parameters were measured. NAFLD patients had significantly higher serum FFA levels than controls (P < 0.001). Serum FFA levels were significantly and positively correlated with parameters of MS, inflammation indexes, and markers of hepatocellular damage. Elevated serum FFA levels were found in NAFLD subjects with individual components of MS (obesity, hypertriglyceridaemia, and hyperglycaemia). Stepwise regression showed that serum FFA levels were an independent factor predicting advanced fibrosis (FIB-4 ≥ 1.3) in NAFLD patients. Serum FFA levels correlated with NAFLD and could be used as an indicator for predicting advanced fibrosis in NAFLD patients.
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Affiliation(s)
- Juanwen Zhang
- Department of Laboratory Medicine, The First Affiliated Hospital, College of Medicine, Zhejiang University, 79 Qingchun Road, Hangzhou 310003, China
- These authors contributed equally to this work
| | - Ying Zhao
- Department of Laboratory Medicine, The First Affiliated Hospital, College of Medicine, Zhejiang University, 79 Qingchun Road, Hangzhou 310003, China
- These authors contributed equally to this work
| | - Chengfu Xu
- Department of Gastroenterology, The First Affiliated Hospital, College of Medicine, Zhejiang University, 79 Qingchun Road, Hangzhou 310003, China
| | - Yani Hong
- Department of Laboratory Medicine, The First Affiliated Hospital, College of Medicine, Zhejiang University, 79 Qingchun Road, Hangzhou 310003, China
| | - Huanle Lu
- Department of Laboratory Medicine, The First Affiliated Hospital, College of Medicine, Zhejiang University, 79 Qingchun Road, Hangzhou 310003, China
| | - Jianping Wu
- Department of Laboratory Medicine, The First Affiliated Hospital, College of Medicine, Zhejiang University, 79 Qingchun Road, Hangzhou 310003, China
| | - Yu Chen
- Department of Laboratory Medicine, The First Affiliated Hospital, College of Medicine, Zhejiang University, 79 Qingchun Road, Hangzhou 310003, China
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