PNPLA3 is a triglyceride lipase that mobilizes polyunsaturated fatty acids to facilitate hepatic secretion of large-sized very low-density lipoprotein
Open accessAbstract
The I148M variant of PNPLA3 is closely associated with hepatic steatosis. Recent evidence indicates that the I148M mutant functions as an inhibitor of PNPLA2/ATGL-mediated lipolysis, leaving the role of wild-type PNPLA3 undefined. Despite showing a triglyceride hydrolase activity in vitro, PNPLA3 has yet to be established as a lipase in vivo. Here, we show that PNPLA3 preferentially hydrolyzes polyunsaturated triglycerides, mobilizing polyunsaturated fatty acids for phospholipid desaturation and enhancing hepatic secretion of triglyceride-rich lipoproteins. Under lipogenic conditions, mice with liver-specific knockout or acute knockdown of PNPLA3 exhibit aggravated liver steatosis and reduced plasma VLDL-triglyceride levels. Similarly, I148M-knockin mice show decreased hepatic triglyceride secretion during lipogenic stimulation. Our results highlight a specific context whereby the wild-type PNPLA3 facilitates the balance between hepatic triglyceride storage and secretion, and suggest the potential contribution of a loss-of-function by the I148M variant to the development of fatty liver disease in humans.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The two variants with the highest significance in nearly all GWAS - PNPLA3 and TM6SF2 - both affect hepatic lipid disposal.
“the two variants with the highest significance in nearly all GWAS — PNPLA3 (patatin-like phospholipase domain-containing protein 3) and TM6SF2 — both affect hepatic lipid disposal (16, 17).”
From Loss of function of T-box 3 in the liver protects against MASLD (2025) · cites this paper as [16]
The Introduction and Discussion (page unavailable) link the PNPLA3 I148M variant to fatty liver and describe reduced hepatic triglyceride secretion during lipogenic stimulation. The Discussion also addresses TM6SF2 in relation to hepatic lipid metabolism, but the paper does not establish that PNPLA3 and TM6SF2 are the two most significant variants in nearly all GWAS. (LLM, conf=0.85)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
The citation lists haven’t been fetched yet
References 88 · Cited by 100
Research works printed but not linked: 78
- [1]Younossi ZM The economic and clinical burden of nonalcoholic fatty liver disease in the United States and Europe Hepatology 2016 64 1577 1586 10.1002/hep.28785 27543837 · DOI
- [2]Loomba R Sanyal AJ The global NAFLD epidemic Nat. Rev. Gastroenterol. Hepatol. 2013 10 686 690 10.1038/nrgastro.2013.171 24042449 · DOI
- [4]Heeren J Scheja L Metabolic-associated fatty liver disease and lipoprotein metabolism Mol. Metab. 2021 50 101238 10.1016/j.molmet.2021.101238 33892169 PMC8324684 · DOI
- [5]Mashek DG Hepatic lipid droplet biology: Getting to the root of fatty liver Hepatology 2015 62 964 967 10.1002/hep.27839 25854913 PMC4549163 · DOI
- [6]Petta, S. et al. Pathophysiology of Non Alcoholic Fatty Liver Disease. Int. J. Mol. Sci. 17, 2082 (2016). PMC5187882 27973438
- [7]Kawano Y Cohen DE Mechanisms of hepatic triglyceride accumulation in non-alcoholic fatty liver disease J. Gastroenterol. 2013 48 434 441 10.1007/s00535-013-0758-5 23397118 PMC3633701 · DOI
- [8]Seebacher F Hepatic lipid droplet homeostasis and fatty liver disease Semin Cell Dev. Biol. 2020 108 72 81 10.1016/j.semcdb.2020.04.011 32444289 · DOI
- [10]Siddiqui MS Severity of nonalcoholic fatty liver disease and progression to cirrhosis are associated with atherogenic lipoprotein profile Clin. Gastroenterol. Hepatol. 2015 13 1000 8.e3 10.1016/j.cgh.2014.10.008 25311381 PMC4395517 · DOI
- [12]Lucero D Nonalcoholic fatty liver disease associated with metabolic syndrome: Influence of liver fibrosis stages on characteristics of very low-density lipoproteins Clin. Chim. Acta 2017 473 1 8 10.1016/j.cca.2017.08.006 28802640 · DOI
- [13]Charlton M Apolipoprotein synthesis in nonalcoholic steatohepatitis Hepatology 2002 35 898 904 10.1053/jhep.2002.32527 11915037 · DOI
- [16]Stefan N Haring HU Cusi K Non-alcoholic fatty liver disease: causes, diagnosis, cardiometabolic consequences, and treatment strategies Lancet Diab. Endocrinol. 2019 7 313 324 10.1016/S2213-8587(18)30154-2 30174213 · DOI
- [17]Raabe M Analysis of the role of microsomal triglyceride transfer protein in the liver of tissue-specific knockout mice J. Clin. Invest. 1999 103 1287 1298 10.1172/JCI6576 10225972 PMC408359 · DOI
- [18]Sirwi A Hussain MM Lipid transfer proteins in the assembly of apoB-containing lipoproteins J. Lipid Res. 2018 59 1094 1102 10.1194/jlr.R083451 29650752 PMC6027923 · DOI
- [19]Boren, J. and M. R. Taskinen, Metabolism of Triglyceride-Rich Lipoproteins, in Prevention and Treatment of Atherosclerosis: Improving State-of-the-Art Management and Search for Novel Targets, A. von Eckardstein and C. J. Binder, Editors: Cham (CH). 133–156. (2022) 36121972
- [20]Cole LK Vance JE Vance DE Phosphatidylcholine biosynthesis and lipoprotein metabolism Biochim Biophys. Acta 2012 1821 754 761 10.1016/j.bbalip.2011.09.009 21979151 · DOI
- [21]Rong X Lpcat3-dependent production of arachidonoyl phospholipids is a key determinant of triglyceride secretion eLife 2015 4 e06557 10.7554/eLife.06557 25806685 PMC4400582 · DOI
- [23]Rong X LXRs regulate ER stress and inflammation through dynamic modulation of membrane phospholipid composition Cell Metab. 2013 18 685 697 10.1016/j.cmet.2013.10.002 24206663 PMC3889491 · DOI
- [24]Luukkonen PK Impaired hepatic lipid synthesis from polyunsaturated fatty acids in TM6SF2 E167K variant carriers with NAFLD J. Hepatol. 2017 67 128 136 10.1016/j.jhep.2017.02.014 28235613 · DOI
- [25]Donnelly KL Sources of fatty acids stored in liver and secreted via lipoproteins in patients with nonalcoholic fatty liver disease J. Clin. Invest. 2005 115 1343 1351 10.1172/JCI23621 15864352 PMC1087172 · DOI · Paper page
- [26]Cahova M The opposite effects of high-sucrose and high-fat diet on Fatty Acid oxidation and very low density lipoprotein secretion in rat model of metabolic syndrome J. Nutr. Metab. 2012 2012 757205 10.1155/2012/757205 23125921 PMC3483727 · DOI
- [28]Softic S Divergent effects of glucose and fructose on hepatic lipogenesis and insulin signaling J. Clin. Invest. 2018 128 1199 10.1172/JCI99009 29493547 PMC5824865 · DOI
- [29]Postic C Girard J Contribution of de novo fatty acid synthesis to hepatic steatosis and insulin resistance: lessons from genetically engineered mice J. Clin. Invest. 2008 118 829 838 10.1172/JCI34275 18317565 PMC2254980 · DOI
- [31]Grefhorst A Stimulation of lipogenesis by pharmacological activation of the liver X receptor leads to production of large, triglyceride-rich very low density lipoprotein particles J. Biol. Chem. 2002 277 34182 34190 10.1074/jbc.M204887200 12097330 · DOI
- [32]Takanashi M Critical Role of SREBP-1c Large-VLDL Pathway in Environment-Induced Hypertriglyceridemia of Apo AV Deficiency Arterioscler Thromb. Vasc. Biol. 2019 39 373 386 10.1161/ATVBAHA.118.311931 30700132 PMC6399473 · DOI
- [33]Okazaki H LXR-SREBP-1c-phospholipid transfer protein axis controls very low density lipoprotein (VLDL) particle size J. Biol. Chem. 2010 285 6801 6810 10.1074/jbc.M109.079459 20037162 PMC2825474 · DOI
- [34]Lei Y Hepatic Carbohydrate Response Element Binding Protein Activation Limits Nonalcoholic Fatty Liver Disease Development in a Mouse Model for Glycogen Storage Disease Type 1a Hepatology 2020 72 1638 1653 10.1002/hep.31198 32083759 PMC7702155 · DOI
- [35]Romeo S Genetic variation in PNPLA3 confers susceptibility to nonalcoholic fatty liver disease Nat. Genet 2008 40 1461 1465 10.1038/ng.257 18820647 PMC2597056 · DOI · Paper page
- [36]Kienesberger, P. C. et al. Mammalian patatin domain containing proteins: a family with diverse lipolytic activities involved in multiple biological functions. J. Lipid Res.50(Suppl), S63–S68 (2009). PMC2674697 19029121
- [37]Girousse A Langin D Adipocyte lipases and lipid droplet-associated proteins: insight from transgenic mouse models Int. J. Obes. 2012 36 581 594 10.1038/ijo.2011.113 21673652 · DOI
- [38]Zechner R FAT SIGNALS–lipases and lipolysis in lipid metabolism and signaling Cell Metab. 2012 15 279 291 10.1016/j.cmet.2011.12.018 22405066 PMC3314979 · DOI
- [39]Jenkins CM Identification, cloning, expression, and purification of three novel human calcium-independent phospholipase A2 family members possessing triacylglycerol lipase and acylglycerol transacylase activities J. Biol. Chem. 2004 279 48968 48975 10.1074/jbc.M407841200 15364929 · DOI
- [40]Villena JA Desnutrin, an adipocyte gene encoding a novel patatin domain-containing protein, is induced by fasting and glucocorticoids: ectopic expression of desnutrin increases triglyceride hydrolysis J. Biol. Chem. 2004 279 47066 47075 10.1074/jbc.M403855200 15337759 · DOI
- [41]Zimmermann R Fat mobilization in adipose tissue is promoted by adipose triglyceride lipase Science 2004 306 1383 1386 10.1126/science.1100747 15550674 · DOI
- [42]Zechner R Adipose triglyceride lipase and the lipolytic catabolism of cellular fat stores J. Lipid Res. 2009 50 3 21 10.1194/jlr.R800031-JLR200 18952573 · DOI · Paper page
- [43]Bezaire V Contribution of adipose triglyceride lipase and hormone-sensitive lipase to lipolysis in hMADS adipocytes J. Biol. Chem. 2009 284 18282 18291 10.1074/jbc.M109.008631 19433586 PMC2709346 · DOI
- [44]Lass A Adipose triglyceride lipase-mediated lipolysis of cellular fat stores is activated by CGI-58 and defective in Chanarin-Dorfman Syndrome Cell Metab. 2006 3 309 319 10.1016/j.cmet.2006.03.005 16679289 · DOI
- [45]Yang X The G(0)/G(1) switch gene 2 regulates adipose lipolysis through association with adipose triglyceride lipase Cell Metab. 2010 11 194 205 10.1016/j.cmet.2010.02.003 20197052 PMC3658843 · DOI
- [46]Huang Y Cohen JC Hobbs HH Expression and characterization of a PNPLA3 protein isoform (I148M) associated with nonalcoholic fatty liver disease J. Biol. Chem. 2011 286 37085 37093 10.1074/jbc.M111.290114 21878620 PMC3199456 · DOI
- [47]Kumari M Adiponutrin functions as a nutritionally regulated lysophosphatidic acid acyltransferase Cell Metab. 2012 15 691 702 10.1016/j.cmet.2012.04.008 22560221 PMC3361708 · DOI
- [48]Qiao A Mouse patatin-like phospholipase domain-containing 3 influences systemic lipid and glucose homeostasis Hepatology 2011 54 509 521 10.1002/hep.24402 21547936 · DOI
- [49]He S A sequence variation (I148M) in PNPLA3 associated with nonalcoholic fatty liver disease disrupts triglyceride hydrolysis J. Biol. Chem. 2010 285 6706 6715 10.1074/jbc.M109.064501 20034933 PMC2825465 · DOI
- [50]Chen W Patatin-like phospholipase domain-containing 3/adiponutrin deficiency in mice is not associated with fatty liver disease Hepatology 2010 52 1134 1142 10.1002/hep.23812 20648554 PMC2932863 · DOI
- [51]Basantani, M. K., et al., Pnpla3/Adiponutrin deficiency in mice does not contribute to fatty liver disease or metabolic syndrome. J. Lipid Res. 52: 318–329 (2011). PMC3023552 21068004
- [52]BasuRay S Accumulation of PNPLA3 on lipid droplets is the basis of associated hepatic steatosis Proc. Natl. Acad. Sci. USA 2019 116 9521 9526 10.1073/pnas.1901974116 31019090 PMC6511016 · DOI
- [53]Ericson E Hepatic patatin-like phospholipase domain-containing 3 levels are increased in I148M risk allele carriers and correlate with NAFLD in humans Hepatol. Commun. 2022 6 2689 2701 10.1002/hep4.2032 35833455 PMC9512469 · DOI
- [54]Wang Y PNPLA3, CGI-58, and Inhibition of Hepatic Triglyceride Hydrolysis in Mice Hepatology 2019 69 2427 2441 10.1002/hep.30583 30802989 PMC6563103 · DOI
- [55]Luukkonen PK Human PNPLA3-I148M variant increases hepatic retention of polyunsaturated fatty acids JCI Insight 2019 4 e127902 10.1172/jci.insight.127902 31434800 PMC6777808 · DOI
- [56]Boren J Effects of PNPLA3 I148M on hepatic lipid and very-low-density lipoprotein metabolism in humans J. Intern Med. 2022 291 218 223 10.1111/joim.13375 34411351 · DOI
- [57]Luukkonen PK The PNPLA3-I148M Variant Confers an Antiatherogenic Lipid Profile in Insulin-resistant Patients J. Clin. Endocrinol. Metab. 2021 106 e300 e315 10.1210/clinem/dgaa729 33064150 · DOI
- [58]Hoekstra M The expression level of non-alcoholic fatty liver disease-related gene PNPLA3 in hepatocytes is highly influenced by hepatic lipid status J. Hepatol. 2010 52 244 251 10.1016/j.jhep.2009.11.004 20015565 · DOI · Paper page
- [59]Polson DA Thompson MP Adiponutrin mRNA expression in white adipose tissue is rapidly induced by meal-feeding a high-sucrose diet Biochem Biophys. Res. Commun. 2003 301 261 266 10.1016/S0006-291X(02)03027-9 12565853 · DOI
- [61]Linden D Pnpla3 silencing with antisense oligonucleotides ameliorates nonalcoholic steatohepatitis and fibrosis in Pnpla3 I148M knock-in mice Mol. Metab. 2019 22 49 61 10.1016/j.molmet.2019.01.013 30772256 PMC6437635 · DOI
- [62]Zhang X Inhibition of intracellular lipolysis promotes human cancer cell adaptation to hypoxia Elife 2017 6 e31132 10.7554/eLife.31132 29256392 PMC5739538 · DOI
- [63]Wieser, B. I., et al., Adipose Triglyceride Lipase is needed for homeostatic control of Sterol Element-Binding Protein-1c driven hepatic lipogenesis. bioRxiv 2020.11.02.363440, (2020). PMC11982389 40205023
- [64]Rong X ER phospholipid composition modulates lipogenesis during feeding and in obesity J. Clin. Invest 2017 127 3640 3651 10.1172/JCI93616 28846071 PMC5617651 · DOI
- [65]Heckmann BL Liver X receptor alpha mediates hepatic triglyceride accumulation through upregulation of G0/G1 Switch Gene 2 expression JCI insight 2017 2 e88735 10.1172/jci.insight.88735 28239648 PMC5313069 · DOI
- [66]Wunderling K Triglyceride cycling enables modification of stored fatty acids Nat. Metab. 2023 5 699 709 10.1038/s42255-023-00769-z 37012495 PMC10132980 · DOI
- [67]Ruhanen H Depletion of TM6SF2 disturbs membrane lipid composition and dynamics in HuH7 hepatoma cells Biochim Biophys. Acta Mol. Cell Biol. Lipids 2017 1862 676 685 10.1016/j.bbalip.2017.04.004 28434889 · DOI · Paper page
- [68]Smagris E Pnpla3I148M knockin mice accumulate PNPLA3 on lipid droplets and develop hepatic steatosis Hepatology 2015 61 108 118 10.1002/hep.27242 24917523 PMC4262735 · DOI · Paper page
- [69]Lake AC Expression, regulation, and triglyceride hydrolase activity of Adiponutrin family members J. Lipid Res. 2005 46 2477 2487 10.1194/jlr.M500290-JLR200 16150821 · DOI
- [70]Boren J Effects of TM6SF2 E167K on hepatic lipid and very low-density lipoprotein metabolism in humans JCI Insight 2020 5 e144079 10.1172/jci.insight.144079 33170809 PMC7819740 · DOI · Paper page
- [71]Aaboud M Performance of the ATLAS track reconstruction algorithms in dense environments in LHC Run 2 Eur. Phys. J. C. Part Fields 2017 77 673 10.1140/epjc/s10052-017-5225-7 29081711 PMC5638380 · DOI
- [72]Smagris E Inactivation of Tm6sf2, a Gene Defective in Fatty Liver Disease, Impairs Lipidation but Not Secretion of Very Low Density Lipoproteins J. Biol. Chem. 2016 291 10659 10676 10.1074/jbc.M116.719955 27013658 PMC4865914 · DOI · Paper page
- [73]Mahdessian H TM6SF2 is a regulator of liver fat metabolism influencing triglyceride secretion and hepatic lipid droplet content Proc. Natl Acad. Sci. USA 2014 111 8913 8918 10.1073/pnas.1323785111 24927523 PMC4066487 · DOI · Paper page
- [74]Newberry EP Liver-Specific Deletion of Mouse Tm6sf2 Promotes Steatosis, Fibrosis, and Hepatocellular Cancer Hepatology 2021 74 1203 1219 10.1002/hep.31771 33638902 PMC8390580 · DOI
- [75]Davis JN Increased hepatic fat in overweight Hispanic youth influenced by interaction between genetic variation in PNPLA3 and high dietary carbohydrate and sugar consumption Am. J. Clin. Nutr. 2010 92 1522 1527 10.3945/ajcn.2010.30185 20962157 PMC2980971 · DOI
- [76]Nobili V Influence of dietary pattern, physical activity, and I148M PNPLA3 on steatosis severity in at-risk adolescents Genes Nutr. 2014 9 392 10.1007/s12263-014-0392-8 24627307 PMC4026440 · DOI
- [77]Vilar-Gomez E Impact of the Association Between PNPLA3 Genetic Variation and Dietary Intake on the Risk of Significant Fibrosis in Patients With NAFLD Am. J. Gastroenterol. 2021 116 994 1006 10.14309/ajg.0000000000001072 33306506 PMC8087619 · DOI
- [78]Palmer CN Paradoxical lower serum triglyceride levels and higher type 2 diabetes mellitus susceptibility in obese individuals with the PNPLA3 148M variant PLoS One 2012 7 e39362 10.1371/journal.pone.0039362 22724004 PMC3377675 · DOI
- [79]Yang P Western diet induces severe nonalcoholic steatohepatitis, ductular reaction, and hepatic fibrosis in liver CGI-58 knockout mice Sci. Rep. 2020 10 4701 10.1038/s41598-020-61473-6 32170127 PMC7070035 · DOI
- [80]Chen Z A targeted apolipoprotein B-38.9-producing mutation causes fatty livers in mice due to the reduced ability of apolipoprotein B-38.9 to transport triglycerides J. Biol. Chem. 2000 275 32807 32815 10.1074/jbc.M004913200 10893242 · DOI
- [81]Zhang X Targeted disruption of G0/G1 switch gene 2 enhances adipose lipolysis, alters hepatic energy balance, and alleviates high-fat diet-induced liver steatosis Diabetes 2014 63 934 946 10.2337/db13-1422 24194501 PMC3931401 · DOI
- [82]Schweiger M Measurement of lipolysis Methods Enzymol. 2014 538 171 193 10.1016/B978-0-12-800280-3.00010-4 24529439 PMC4018506 · DOI
- [83]Haemmerle G Defective lipolysis and altered energy metabolism in mice lacking adipose triglyceride lipase Science 2006 312 734 737 10.1126/science.1123965 16675698 · DOI · Paper page
- [84]Yang K Automated lipid identification and quantification by multidimensional mass spectrometry-based shotgun lipidomics Anal. Chem. 2009 81 4356 4368 10.1021/ac900241u 19408941 PMC2728582 · DOI
- [85]Wang M Han X Multidimensional mass spectrometry-based shotgun lipidomics Methods Mol. Biol. 2014 1198 203 220 10.1007/978-1-4939-1258-2_13 25270931 PMC4261229 · DOI
- [86]Han X Gross RW Quantitative analysis and molecular species fingerprinting of triacylglyceride molecular species directly from lipid extracts of biological samples by electrospray ionization tandem mass spectrometry Anal. Biochem. 2001 295 88 100 10.1006/abio.2001.5178 11476549 · DOI · Paper page
- [87]Wang M Characterization and quantification of diacylglycerol species in biological extracts after one-step derivatization: a shotgun lipidomics approach Anal. Chem. 2014 86 2146 2155 10.1021/ac403798q 24432906 PMC3954745 · DOI
- Authors
- Johnson, S. M., Bao, H., McMahon, C. E., Chen, Y., Burr, S. D., Anderson, A. M., Madeyski-Bengtson, K., Lindén, D., Han, X., & Liu, J.
- Affiliations
- Mayo Clinic (US)
- The University of Texas at San Antonio Health Science Center (US)
- Cornell University (US)
- Washington University in St. Louis (US)
- AstraZeneca (Sweden) (SE)
- Corresponding author
- Liu, Jun
- ORCID
- Venue
- Nature Communications
- Published
- 2024-06-06
- Volume
- 15
- Issue
- 1
- Pages
- 4847-4847
- ISSN
- 2041-1723 (ISSN-L)
- PMC
- PMC11156938
- OpenAlex
- W4399395069
- Cited by
- 100
- References
- 88
- Citations by year
- 2026: 34 · 2025: 51 · 2024: 15
- FWCI
- 29.96
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Nature Communications (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- U.S. Department of Health & Human Services | NIH | National Institute of Diabetes and Digestive and Kidney Diseases (DK089178, DK109096, DK124190)
- Mayo Graduate School of Biomedical Sciences
- Topics
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Lipid metabolism and disorders
- Health Sciences › Medicine › Epidemiology › Liver Disease Diagnosis and Treatment
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Biochemistry › Lipid metabolism and biosynthesis
- Keywords
- PNPLA3, triacylglycerol lipase, polyunsaturated fatty acids, hepatic steatosis, very low density lipoprotein secretion, triglyceride-rich lipoproteins, lipolysis, I148M variant, liver-specific knockout mice
- MeSH terms
- Acyltransferases, Animals, Fatty Acids, Unsaturated, Fatty Liver, Humans, Lipase, Lipolysis, Lipoproteins, VLDL, Liver, Male, Membrane Proteins, Mice, Inbred C57BL, Triglycerides, Mice, Knockout, Mice, Phospholipases A2, Calcium-Independent
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review