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Record W2091994022 · doi:10.1074/jbc.m803510200

Silencing of Hepatic Fatty Acid Transporter Protein 5 in Vivo Reverses Diet-induced Non-alcoholic Fatty Liver Disease and Improves Hyperglycemia

2008· article· en· W2091994022 on OpenAlex
Holger Doege, Dirk Grimm, Alaric Falcon, Bernice Tsang, Theresa A. Storm, Hui Xu, Angelica M. Ortegon, Melissa Kazantzis, Mark A. Kay, Andreas Stahl

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Bibliographic record

VenueJournal of Biological Chemistry · 2008
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicPeroxisome Proliferator-Activated Receptors
Canadian institutionsnot available
FundersNational Institute of Diabetes and Digestive and Kidney DiseasesPalo Alto Medical FoundationNational Institutes of HealthAmerican Diabetes Association
KeywordsFatty liveradipocyte protein 2Fatty acidSteatosisInternal medicineAlcoholic liver diseaseEndocrinologyFatty acid synthesisFatty acid metabolismFatty acid-binding proteinGene knockdownNonalcoholic fatty liver diseaseBiologyFatty acid synthaseBiochemistryMedicineDiseaseCirrhosis

Abstract

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Non-alcoholic fatty liver disease is a serious health problem linked to obesity and type 2 diabetes. To investigate the biological outcome and therapeutic potential of hepatic fatty acid uptake inhibition, we utilized an adeno-associated virus-mediated RNA interference technique to knock down the expression of hepatic fatty acid transport protein 5 in vivo prior to or after establishing non-alcoholic fatty liver disease in mice. Using this approach, we demonstrate here the ability to achieve specific, non-toxic, and persistent knockdown of fatty acid transport protein 5 in mouse livers from a single adeno-associated virus injection, resulting in a marked reduction of hepatic dietary fatty acid uptake, reduced caloric uptake, and concomitant protection from diet-induced non-alcoholic fatty liver disease. Importantly, knockdown of fatty acid transport protein 5 was also able to reverse already established non-alcoholic fatty liver disease, resulting in significantly improved whole-body glucose homeostasis. Thus, continued activity of hepatic fatty acid transport protein 5 is required to sustain caloric uptake and fatty acid flux into the liver during high fat feeding and may present a novel avenue for the treatment of non-alcoholic fatty liver disease. Non-alcoholic fatty liver disease is a serious health problem linked to obesity and type 2 diabetes. To investigate the biological outcome and therapeutic potential of hepatic fatty acid uptake inhibition, we utilized an adeno-associated virus-mediated RNA interference technique to knock down the expression of hepatic fatty acid transport protein 5 in vivo prior to or after establishing non-alcoholic fatty liver disease in mice. Using this approach, we demonstrate here the ability to achieve specific, non-toxic, and persistent knockdown of fatty acid transport protein 5 in mouse livers from a single adeno-associated virus injection, resulting in a marked reduction of hepatic dietary fatty acid uptake, reduced caloric uptake, and concomitant protection from diet-induced non-alcoholic fatty liver disease. Importantly, knockdown of fatty acid transport protein 5 was also able to reverse already established non-alcoholic fatty liver disease, resulting in significantly improved whole-body glucose homeostasis. Thus, continued activity of hepatic fatty acid transport protein 5 is required to sustain caloric uptake and fatty acid flux into the liver during high fat feeding and may present a novel avenue for the treatment of non-alcoholic fatty liver disease. The worldwide prevalence of non-alcoholic fatty liver disease (NAFLD) 2The abbreviations used are: NAFLDnon-alcoholic fatty liver diseaseAAVadeno-associated virussdsAAVstabilized double-stranded AAVFATPfatty acid transport proteinFFAfree fatty acidTGtriglyceridesshRNAshort hairpin RNAPBSphosphate-buffered salinev.p.viral particlesa.i.after injectionSCRscrambled controlHFhigh fatNDnormal dietSREBP-1csterol regulatory element-binding protein 1cKOknockout. is presently estimated at 30% of the general population and affects a majority of patients with obesity and type 2 diabetes (1Clark J.M. Brancati F.L. Diehl A.M. Am. J. Gastroenterol. 2003; 98: 960-967Crossref PubMed Scopus (1096) Google Scholar, 2Browning J.D. Szczepaniak L.S. Dobbins R. Nuremberg P. Horton J.D. Cohen J.C. Grundy S.M. Hobbs H.H. Hepatology. 2004; 40: 1387-1395Crossref PubMed Scopus (2955) Google Scholar). In obese individuals, chronically elevated serum free fatty acids (FFAs) and high insulin levels lead to both increased FFA uptake by the liver and increased synthesis of lipids, resulting in hepatic triglycerides (TG) accumulation, typically accompanied by hepatic insulin desensitization (1Clark J.M. Brancati F.L. Diehl A.M. Am. J. Gastroenterol. 2003; 98: 960-967Crossref PubMed Scopus (1096) Google Scholar, 3Samuel V.T. Liu Z.X. Wang A. Beddow S.A. Geisler J.G. Kahn M. Zhang X.M. Monia B.P. Bhanot S. Shulman G.I. J. Clin. Investig. 2007; 117: 739-745Crossref PubMed Scopus (394) Google Scholar) involving protein kinase C ϵ (3Samuel V.T. Liu Z.X. Wang A. Beddow S.A. Geisler J.G. Kahn M. Zhang X.M. Monia B.P. Bhanot S. Shulman G.I. J. Clin. Investig. 2007; 117: 739-745Crossref PubMed Scopus (394) Google Scholar). Current pharmacological treatment strategies for NAFLD focus principally on increasing hepatic fatty acid oxidation (4Laurin J. Lindor K.D. Crippin J.S. Gossard A. Gores G.J. Ludwig J. Rakela J. McGill D.B. Hepatology. 1996; 23: 1464-1467Crossref PubMed Scopus (543) Google Scholar) and improving extrahepatic insulin sensitivity (5Marchesini G. Brizi M. Bianchi G. Tomassetti S. Bugianesi E. Lenzi M. McCullough A.J. Natale S. Forlani G. Melchionda N. Diabetes. 2001; 50: 1844-1850Crossref PubMed Scopus (1989) Google Scholar). However, none of these treatment methods reduce hepatic uptake of dietary fats, and novel therapeutics that specifically aim at reversing NAFLD in the context of obesity would be highly desirable. non-alcoholic fatty liver disease adeno-associated virus stabilized double-stranded AAV fatty acid transport protein free fatty acid triglycerides short hairpin RNA phosphate-buffered saline viral particles after injection scrambled control high fat normal diet sterol regulatory element-binding protein 1c knockout. Based on the premises that obesity-associated NAFLD is primarily driven by the continuous protein-mediated uptake of fatty acids by the liver and that NAFLD is a contributing factor to whole-body insulin desensitization, we argued that blocking proteins responsible for hepatic fatty acid uptake should prevent or reverse hepatic steatosis, thus improving insulin sensitivity and glucose homeostasis. Two members of the fatty acid transport protein (FATP) family, FATP2 and FATP5, are robustly expressed in liver (6Hirsch D. Stahl A. Lodish H.F. Proc. Natl. Acad. Sci. U. S. A. 1998; 95: 8625-8629Crossref PubMed Scopus (374) Google Scholar) and are thought to be involved in the early steps of long-chain fatty acid uptake/activation (7Doege H. Stahl A. Physiol. (Bethesda). 2006; 21: 259-268Crossref PubMed Scopus (173) Google Scholar, 8Stahl A. Gimeno R.E. Tartaglia L.A. Lodish H.F. Trends Endocrinol. Metab. 2001; 12: 266-273Abstract Full Text Full Text PDF PubMed Scopus (182) Google Scholar). We recently demonstrated the importance of FATP5 in hepatic lipid metabolism by showing that deletion of FATP5 partially protected mice from developing high fat diet-induced obesity and improved insulin-sensitivity (9Doege H. Baillie R.A. Ortegon A.M. Tsang B. Wu Q. Punreddy S. Hirsch D. Watson N. Gimeno R.E. Stahl A. Gastroenterology. 2006; 130: 1245-1258Abstract Full Text Full Text PDF PubMed Scopus (172) Google Scholar, 10Hubbard B. Doege H. Punreddy S. Wu H. Huang X. Kaushik V.K. Mozell R.L. Byrnes J.J. Stricker-Krongrad A. Chou C.J. Tartaglia L.A. Lodish H.F. Stahl A. Gimeno R.E. Gastroenterology. 2006; 130: 1259-1269Abstract Full Text Full Text PDF PubMed Scopus (101) Google Scholar). To explore the consequences of hepatic FATP5 ablation in the context of NAFLD for hepatic fatty acid uptake and whole-body lipid fluxes, we took advantage of a recently developed stabilized double-stranded (sds) adeno-associated virus (AAV) 8-mediated delivery method for liver-directed small hairpin (sh) RNA expression (11Grimm D. Streetz K.L. Jopling C.L. Storm T.A. Pandey K. Davis C.R. Marion P. Salazar F. Kay M.A. Nature. 2006; 441: 537-541Crossref PubMed Scopus (1384) Google Scholar). Using this approach, we could achieve specific silencing of endogenous FATP5 in mice after a single delivery of sdsAAV-shRNA expression constructs, resulting in the protection/reversal of NAFLD and hyperglycemia in diet-induced obesity mice. Antibodies and Reagents—BODIPY fatty acid (C1-BODIPY-C12) was obtained from Molecular Probes (Eugene, OR). [14C]Oleic acid was purchased from ARC, Inc. (St. Louis, MO). Polyclonal antisera against the C termini of FATP2, -4, and -5 were raised as described previously (9Doege H. Baillie R.A. Ortegon A.M. Tsang B. Wu Q. Punreddy S. Hirsch D. Watson N. Gimeno R.E. Stahl A. Gastroenterology. 2006; 130: 1245-1258Abstract Full Text Full Text PDF PubMed Scopus (172) Google Scholar, 12Stahl A. Hirsch D.J. Gimeno R.E. Punreddy S. Ge P. Watson N. Patel S. Kotler M. Raimondi A. Tartaglia L.A. Lodish H.F. Mol. Cell. 1999; 4: 299-308Abstract Full Text Full Text PDF PubMed Scopus (321) Google Scholar). Anti-β-tubulin and anti-insulin-degrading enzyme antibodies were purchased from BD Biosciences and BD Transduction Laboratories, respectively. Immunoblot analysis was performed as reported previously (13Stahl A. Evans J.G. Pattel S. Hirsch D. Lodish H.F. Dev. Cell. 2002; 2: 477-488Abstract Full Text Full Text PDF PubMed Scopus (205) Google Scholar). All other chemicals were obtained from Sigma. AAV-shRNA Constructs—Oligonucleotides against FATP5 were designed as suggested (14Reynolds A. Leake D. Boese Q. Scaringe S. Marshall W.S. Khvorova A. Nat. Biotechnol. 2004; 22: 326-330Crossref PubMed Scopus (1648) Google Scholar) and did not share any significant homology with other genes in the mouse genome. All shRNAs used in vitro were expressed from the human H1 promoter (pSUPERIOR-based expression construct; OligoEngine, Seattle, WA). Loop sequence was 5′-TTCAAGAGA-3′. Stabilized double-stranded (sds) AAV vectors for persistent and efficient expression of shRNAs in the liver were derived from elements from AAV serotypes 2, 4, and 8 (11Grimm D. Streetz K.L. Jopling C.L. Storm T.A. Pandey K. Davis C.R. Marion P. Salazar F. Kay M.A. Nature. 2006; 441: 537-541Crossref PubMed Scopus (1384) Google Scholar). Viral particles were generated, purified, and titered as described by Grimm et al. (15Grimm D. Kay M.A. Kleinschmidt J.A. Mol. Ther. 2003; 7: 839-850Abstract Full Text Full Text PDF PubMed Scopus (283) Google Scholar). Fatty Acid Uptake Assay in HEK293 Cells—Fatty acid uptake assays were performed as described previously (12Stahl A. Hirsch D.J. Gimeno R.E. Punreddy S. Ge P. Watson N. Patel S. Kotler M. Raimondi A. Tartaglia L.A. Lodish H.F. Mol. Cell. 1999; 4: 299-308Abstract Full Text Full Text PDF PubMed Scopus (321) Google Scholar). General Animal Procedures—C57BL/6 or Swiss Webster mice were purchased from The Jackson Laboratory (Bar Harbor, ME) and acclimated for 1 week after arrival before they were used for experiments. Animals were maintained on regular lab chow (5P75, LabDiet, Richmond, IN) or on a special diet (see below), receiving food and water ad libitum, and kept at 22 °C on a 12-h/12-h light/dark cycle. FATP5 knock-out mice were generated and maintained as described previously (9Doege H. Baillie R.A. Ortegon A.M. Tsang B. Wu Q. Punreddy S. Hirsch D. Watson N. Gimeno R.E. Stahl A. Gastroenterology. 2006; 130: 1245-1258Abstract Full Text Full Text PDF PubMed Scopus (172) Google Scholar). All study groups had comparable initial ages and weights. Intravenous sdsAAV8 deliveries (5 × 1010 or 3 × 1011 viral particles (v.p.), total volume 250 μl in PBS) were performed by tail vein injections using established methods (16Nakai H. Fuess S. Storm T.A. Muramatsu S. Nara Y. Kay M.A. J. Virol. 2005; 79: 214-224Crossref PubMed Scopus (256) Google Scholar). For diet studies, separately housed 8-week-old male mice were fed ad libitum a high fat diet containing 60% fat (D12492, Research Diets, NJ) or a low fat diet (D12450) containing 10% fat. Weight was measured weekly, and food intake was measured twice a week. Standard glucose tolerance tests and insulin tolerance tests as well as lipid gavages were performed as described previously (17Wu Q. Ortegon A.M. Tsang B. Doege H. Feingold K.R. Stahl A. Mol. Cell. Biol. 2006; 26: 3455-3467Crossref PubMed Scopus (215) Google Scholar). All procedures were approved by the Animal Care Committee at the Palo Alto Medical Foundation Research Institute and the University of California Berkeley Institutional Animal Care and Use Committee. Hepatocyte Preparation—Mouse livers were cannulated through the portal vein and an incision was made in the inferior vena cava. Liver perfusion with digestion and perfusion media and isolation of hepatocytes was carried out according to the manufacturer's instructions (Invitrogen) followed by long-chain fatty acid uptake assays as described (9Doege H. Baillie R.A. Ortegon A.M. Tsang B. Wu Q. Punreddy S. Hirsch D. Watson N. Gimeno R.E. Stahl A. Gastroenterology. 2006; 130: 1245-1258Abstract Full Text Full Text PDF PubMed Scopus (172) Google Scholar). Tissue Lipid Analysis—Samples from various tissues were powdered in liquid nitrogen, and total lipids were extracted by the method of Folch et al. (18Folch J. Lees M. Sloane Stanley G.H. J. Biol. Chem. 1957; 226: 497-509Abstract Full Text PDF PubMed Google Scholar). Total triglycerides were assayed using a colorimetric kit (Sigma Diagnostics). Liver Morphology—Cryosections obtained from livers of FATP knockdown or knock-out animals and the respective controls were stained with either Masson's trichrome reagent or hematoxylin and eosin. Neutral lipid were stained with analysis of FATP5 knockdown or FATP5 knock-out scrambled control or controls was by or analysis of as are was of Fatty Acid in generated (14Reynolds A. Leake D. Boese Q. Scaringe S. Marshall W.S. Khvorova A. Nat. Biotechnol. 2004; 22: 326-330Crossref PubMed Scopus (1648) Google Scholar) FATP5 expression and an with to any sequence in the mouse and the of the on FATP expression and FFA uptake by into HEK293 with FATP5 expression Two FFA uptake and FATP protein levels were using assays (12Stahl A. Hirsch D.J. Gimeno R.E. Punreddy S. Ge P. Watson N. Patel S. Kotler M. Raimondi A. Tartaglia L.A. Lodish H.F. Mol. Cell. 1999; 4: 299-308Abstract Full Text Full Text PDF PubMed Scopus (321) Google Scholar) and respectively. assays of a RNA interference We did not any for the other or the control with with the respective FATP expression vectors and of Fatty Acid 5 in in vitro to an in vivo of diet-induced we used viral (11Grimm D. Streetz K.L. Jopling C.L. Storm T.A. Pandey K. Davis C.R. Marion P. Salazar F. Kay M.A. Nature. 2006; 441: 537-541Crossref PubMed Scopus (1384) Google Scholar) to and in vitro for FATP5 and the resulting in the vectors and Two mouse and Swiss Webster were the tail vein with the viral at (5 × 1010 and 3 × 1011 after injection hepatic protein expression of FATP5 was by FATP5 expression was in the not in the animals is to the that in vivo of The be to from as FATP5 knockdown was at the viral (5 × 1010 is in using 1 × (11Grimm D. Streetz K.L. Jopling C.L. Storm T.A. Pandey K. Davis C.R. Marion P. Salazar F. Kay M.A. Nature. 2006; 441: 537-541Crossref PubMed Scopus (1384) Google Scholar). Importantly, we did not any of FATP5 knockdown on the expression levels of other liver proteins the highly FATP2 and with Based on serum and levels and liver expression and FATP knockdown after viral not Thus, using this in vivo RNA interference approach, we were able to achieve specific and protein knockdown of endogenous To the by of FATP5 would reduce FFA uptake, we performed vivo uptake assays with hepatocytes from ad libitum mice after viral as described before (9Doege H. Baillie R.A. Ortegon A.M. Tsang B. Wu Q. Punreddy S. Hirsch D. Watson N. Gimeno R.E. Stahl A. Gastroenterology. 2006; 130: 1245-1258Abstract Full Text Full Text PDF PubMed Scopus (172) Google Scholar). was in the fatty acid uptake hepatocytes from the and demonstrated a reduction in long-chain fatty acid uptake after knockdown of FATP5 The uptake activity either may be to other hepatic as FATP2 and may of Lipid in the of lipids in and we performed gavages containing after an using mice fed a normal chow of in serum was comparable groups of normal in However, as well as serum and FFA not were elevated for in the FATP5 knockdown at lipid from the to of hepatic FATP after we by the livers of FATP5 knockdown animals with increased lipid in and fat are with the of liver total high fat feeding (see and that of hepatic a of lipids from the liver to tissues on other FATP as and these the that FATP5 a in hepatic fatty acid uptake and in the of of NAFLD in mice were fed or for followed by tail vein injections of or the AAV-shRNA and maintained for an on respective showing expression of FATP5, FATP2, or in liver from mice with the total hepatic to protein of mice fed low or high fat diet for a total of of the Masson's trichrome for lipids and of liver at the of the diet of FATP5 and we the of mice with mice in a on a Weight and food by and animals to significantly from the and controls 2 to by the of the study in a reduction and significantly improved serum levels for both groups with respective controls and livers of and control mice of steatosis, both mice and mice (9Doege H. Baillie R.A. Ortegon A.M. Tsang B. Wu Q. Punreddy S. Hirsch D. Watson N. Gimeno R.E. Stahl A. Gastroenterology. 2006; 130: 1245-1258Abstract Full Text Full Text PDF PubMed Scopus (172) Google Scholar, 10Hubbard B. Doege H. Punreddy S. Wu H. Huang X. Kaushik V.K. Mozell R.L. Byrnes J.J. Stricker-Krongrad A. Chou C.J. Tartaglia L.A. Lodish H.F. Stahl A. Gimeno R.E. Gastroenterology. 2006; 130: 1259-1269Abstract Full Text Full Text PDF PubMed Scopus (101) Google Scholar) a significant protection with a marked in lipid and significant reduction in total liver In these demonstrate that a single delivery of expression in that are highly comparable with that of knock-out animals and that of FATP5 animals from the of diet-induced hepatic of FATP5 the of hepatic FATP knockdown to reverse already established mice were fed for a diet or a low fat diet followed by injection and were kept on the respective for an were with either or 5 × 1010 of or to achieve in vivo We a as that of diet feeding hepatic with marked lipid of hepatocytes and a significant in liver However, after of liver at normal levels that this of and control groups kept on the did not any of the study of animals with the control in from mice we that the single injection of in specific, and persistent ablation of hepatic FATP5 in both and animals not liver was by the as serum and levels were to control animals Importantly, with controls or livers from animals a significant of NAFLD of lipid by and reduced total hepatic FATP5, that hepatic RNA interference significantly established obesity-associated hepatic in the continued of high caloric of NAFLD mice a significant in with controls at week 3 and the for the study groups by week 5 The reduced in the groups at in to a reduced caloric significantly from the control at 3 reduction of chow was in mice (9Doege H. Baillie R.A. Ortegon A.M. Tsang B. Wu Q. Punreddy S. Hirsch D. Watson N. Gimeno R.E. Stahl A. Gastroenterology. 2006; 130: 1245-1258Abstract Full Text Full Text PDF PubMed Scopus (172) Google Scholar). in were by significantly fat in FATP5 knockdown animals with in both FATP5, and livers FATP5, were significantly from animals from the control the the initial of mice developed of FATP5 to a reduction in serum glucose by week 5 in glucose was also in glucose tolerance and insulin tolerance showing for FATP5 knockdown mice tolerance FATP5 that were from animals and prior study of vectors that in and against that out of in liver by of D. Streetz K.L. Jopling C.L. Storm T.A. Pandey K. Davis C.R. Marion P. Salazar F. Kay M.A. Nature. 2006; 441: 537-541Crossref PubMed Scopus (1384) Google Scholar). Importantly, and that to be were also (11Grimm D. Streetz K.L. Jopling C.L. Storm T.A. Pandey K. Davis C.R. Marion P. Salazar F. Kay M.A. Nature. 2006; 441: 537-541Crossref PubMed Scopus (1384) Google Scholar) and by for the non-toxic, and liver-directed in vivo knockdown of single injection of sdsAAV-shRNA to expression of FATP5, resulting in that were comparable with of knock-out and of knockdown previously reported methods at as injections Pandey D. S. S. R. Monia B.P. Bhanot S. Hepatology. 2005; PubMed Scopus Google double-stranded small RNA injections J. A. B. K. R. M. S. A. P. J. M. G. Pandey Wang G. S. D. S. M. Nature. 2004; PubMed Scopus Google or other viral R. F. F. J. Diabetes. 2006; PubMed Scopus Google Scholar) or J.S. E. G.J. Nat. 2003; PubMed Scopus Google and liver-directed of and potential for of expression (11Grimm D. Streetz K.L. Jopling C.L. Storm T.A. Pandey K. Davis C.R. Marion P. Salazar F. Kay M.A. Nature. 2006; 441: 537-541Crossref PubMed Scopus (1384) Google Scholar). of the of hepatic in patients with NAFLD using that were derived from and from synthesis K.L. J. J. Clin. Investig. 2005; PubMed Scopus Google Scholar). lipids to liver fat J. K. A.M. A. A. H. J. Clin. Endocrinol. Metab. 2005; PubMed Scopus Google and high fat NAFLD in and animals V.T. Liu Z.X. X. S. D. A.J. Shulman G.I. J. Biol. Chem. 2004; Full Text Full Text PDF PubMed Scopus Google Scholar). lipids are to significantly to the of obesity-associated synthesis also an as of in hepatic H. Horton J.D. R.E. J. Clin. Investig. PubMed Scopus Google Scholar). In a knock-out of in obese mice in a marked in liver N. H. M. S. H. Y. Y. K. J. K. R. S. N. J. Biol. Chem. 2002; Full Text Full Text PDF PubMed Scopus Google Scholar). The of proteins in hepatic fatty acid uptake for a J. Full Text PDF PubMed Scopus Google the of the of this uptake recently an of FATP5 (7Doege H. Stahl A. Physiol. (Bethesda). 2006; 21: 259-268Crossref PubMed Scopus (173) Google Scholar). We argued that obesity-associated NAFLD is primarily driven and maintained by the continuous protein-mediated uptake of fatty acids by the of FATP5 should at partially hepatic we that knockdown of FATP5 reduced established hepatic and hyperglycemia of mice fed a high fat We that may these of FATP5 hepatic fatty acid uptake as with and hepatic fatty acid hepatic lipid is to insulin sensitivity in this (3Samuel V.T. Liu Z.X. Wang A. Beddow S.A. Geisler J.G. Kahn M. Zhang X.M. Monia B.P. Bhanot S. Shulman G.I. J. Clin. Investig. 2007; 117: 739-745Crossref PubMed Scopus (394) Google Scholar). the lipid was in with FATP expressed by extrahepatic tissues showing that of activity to a in fat and and in liver lipids (17Wu Q. Ortegon A.M. Tsang B. Doege H. Feingold K.R. Stahl A. Mol. Cell. Biol. 2006; 26: 3455-3467Crossref PubMed Scopus (215) Google Scholar). Thus, we that the activity and of a in the and of dietary fatty Importantly, dietary fatty acids not to hepatic also endogenous fatty acid and fatty acids to hepatic levels of the in to increased and liver resulting in elevated and low synthesis J. R. Wu S. M. P. Cell. 2005; Full Text Full Text PDF PubMed Scopus Google Scholar). Thus, of hepatic may be in lipid metabolism as of hepatic to reduced in obese improved insulin sensitivity Pandey D. S. S. R. Monia B.P. Bhanot S. Hepatology. 2005; PubMed Scopus Google and hepatic in not insulin M. S. Metab. 2007; Full Text Full Text PDF PubMed Scopus Google Scholar). is in to here for FATP5 to a of NAFLD and whole-body glucose homeostasis. to the improved hepatic and glucose FATP5 knockdown is the reduction in caloric uptake and The this is reduced food uptake FATP5 knockdown was animals were fed a high fat diet and of FFA from the was in FATP5 animals (9Doege H. Baillie R.A. Ortegon A.M. Tsang B. Wu Q. Punreddy S. Hirsch D. Watson N. Gimeno R.E. Stahl A. Gastroenterology. 2006; 130: 1245-1258Abstract Full Text Full Text PDF PubMed Scopus (172) Google Scholar, 10Hubbard B. Doege H. Punreddy S. Wu H. Huang X. Kaushik V.K. Mozell R.L. Byrnes J.J. Stricker-Krongrad A. Chou C.J. Tartaglia L.A. Lodish H.F. Stahl A. Gimeno R.E. Gastroenterology. 2006; 130: 1259-1269Abstract Full Text Full Text PDF PubMed Scopus (101) Google could be that the elevated serum fatty acid levels as a G.J. Nat. 2005; PubMed Scopus Google Scholar). we made we demonstrate that expression is an efficient for the of hepatic genes in normal and is an as this is the of non-toxic, and RNA interference stabilized double-stranded 8 AAV particles and should for to the hepatic lipid and we that knockdown of FATP5 from high fat diet-induced hepatic and lipid from the of FATP5 is to reverse established NAFLD in diet-induced obesity and to glucose homeostasis. Thus, reduction of hepatic either or small is a novel to lipid and may novel for the treatment of NAFLD and insulin We and at We the from the Palo Alto Medical Foundation Research Institute with

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.016
Threshold uncertainty score0.712

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.018
GPT teacher head0.231
Teacher spread0.213 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it