Nature or Nurture? The Answer Is “Both” in Nonalcoholic Steatohepatitis
Bibliographic record
Abstract
In the 4 decades since its initial description as a cause of chronic liver disease,1Ludwig J. Viggiano T.R. McGill D.B. Oh B.J. Nonalcoholic steatohepatitis: Mayo Clinic experiences with a hitherto unnamed disease.Mayo Clin Proc. 1980; 55: 434-438PubMed Google Scholar nonalcoholic steatohepatitis (NASH) has become the most common cause of chronic liver disease worldwide.2Younossi Z. Anstee Q.M. Marietti M. Hardy T. Henry L. Eslam M. George J. Bugianesi E. Global burden of NAFLD and NASH: trends, predictions, risk factors and prevention.Nat Rev Gastroenterol Hepatol. 2018; 15: 11-20Crossref PubMed Scopus (2385) Google Scholar Epidemiologically, NASH tracks with the obesity epidemic,2Younossi Z. Anstee Q.M. Marietti M. Hardy T. Henry L. Eslam M. George J. Bugianesi E. Global burden of NAFLD and NASH: trends, predictions, risk factors and prevention.Nat Rev Gastroenterol Hepatol. 2018; 15: 11-20Crossref PubMed Scopus (2385) Google Scholar which has led to the recognition that environmental exposure to an obesogenic diet plays a key role in its pathogenesis.3Carr R.M. Oranu A. Khungar V. Nonalcoholic fatty liver disease: pathophysiology and management.Gastroenterol Clin North Am. 2016; 45: 639-652Abstract Full Text Full Text PDF PubMed Scopus (140) Google Scholar,4Chalasani N. Younossi Z. Lavine J.E. Charlton M. Cusi K. Rinella M. Harrison S.A. Brunt E.M. Sanyal A.J. The diagnosis and management of nonalcoholic fatty liver disease: practice guidance from the American Association for the Study of Liver Diseases.Hepatology. 2018; 67: 328-357Crossref PubMed Scopus (3275) Google Scholar This nurture argument suggests that the majority of NASH sequelae can be explained and therefore remedied by dietary alteration. Although there is undoubtedly a dietary contributor to NASH pathogenesis, there is growing literature on how individual-specific differences contribute or compound NASH pathogenesis. Among these nature contributors is the role of the body’s immune system. In this issue of Cellular and Molecular Gastroenterology and Hepatology, Van Herck et al5Van Herck M.A. Vonghia L. Kwanten W.J. Julé Y. Vanwolleghem T. Ebo D.G. Michielsen P.P. De Man J.G. Gama L. De Winter B.Y. Francque S.M. Diet reversal and immune modulation show key role for liver and adipose tissue T cells in murine nonalcoholic steatohepatitis.Cell Mol Gastroenterol Hepatol. 2020; 10: 467-490Abstract Full Text Full Text PDF PubMed Scopus (14) Google Scholar describe in the article “Diet reversal and immune modulation show key role for liver and adipose tissue T cells in murine non-alcoholic steatohepatitis” that T-cell subpopulations are modulated in the liver and adipose tissue of mice fed a NASH-inducing diet. Van Herck et al5Van Herck M.A. Vonghia L. Kwanten W.J. Julé Y. Vanwolleghem T. Ebo D.G. Michielsen P.P. De Man J.G. Gama L. De Winter B.Y. Francque S.M. Diet reversal and immune modulation show key role for liver and adipose tissue T cells in murine nonalcoholic steatohepatitis.Cell Mol Gastroenterol Hepatol. 2020; 10: 467-490Abstract Full Text Full Text PDF PubMed Scopus (14) Google Scholar examined the fate of several T-cell populations (T helper [Th]1, Th17, regulatory T [Treg], and cytotoxic T [Tc] cells) in both liver and adipose tissue in mice fed a NASH-inducing, high-fat, high-fructose diet. In the liver, this dietary model caused hepatic steatosis, inflammation, fibrosis, and an up-regulation of key lipogenic and hepatic stellate cell activation genes. In visceral adipose tissue (VAT), the model caused adipocyte hypertrophy, inflammation, dysregulation of critical lipid regulatory genes, and increased expression of the collagen synthetic genes, Col1a1 and Col3a1. In parallel with these histologic and metabolic changes in liver and adipose tissue were profound changes in several T-cell subpopulations. Namely, the liver, VAT, and blood compartment all had increased Th17 cells. VAT had increased proportions of Tc cells and reduced Treg cells. Van Herck et al5Van Herck M.A. Vonghia L. Kwanten W.J. Julé Y. Vanwolleghem T. Ebo D.G. Michielsen P.P. De Man J.G. Gama L. De Winter B.Y. Francque S.M. Diet reversal and immune modulation show key role for liver and adipose tissue T cells in murine nonalcoholic steatohepatitis.Cell Mol Gastroenterol Hepatol. 2020; 10: 467-490Abstract Full Text Full Text PDF PubMed Scopus (14) Google Scholar additionally noted a positive correlation between liver inflammation (as quantified by the nonalcoholic fatty liver disease activity score [NAS]) and VAT Tc cells; and between NAS and liver and VAT Th17 cells. Conversely, there was a negative correlation between the NAS and VAT Treg cells. Although the investigators initial results are consistent with several prior studies that have shown a shift from an anti-inflammatory T-cell program to an inflammatory one in NASH pathogenesis (reviewed by Van Herck et al6Van Herck M.A. Weyler J. Kwanten W.J. Dirinck E.L. De Winter B.Y. Francque S.M. Vonghia L. The differential roles of T cells in non-alcoholic fatty liver disease and obesity.Front Immunol. 2019; 10: 82Crossref PubMed Scopus (111) Google Scholar), Van Herck et al5Van Herck M.A. Vonghia L. Kwanten W.J. Julé Y. Vanwolleghem T. Ebo D.G. Michielsen P.P. De Man J.G. Gama L. De Winter B.Y. Francque S.M. Diet reversal and immune modulation show key role for liver and adipose tissue T cells in murine nonalcoholic steatohepatitis.Cell Mol Gastroenterol Hepatol. 2020; 10: 467-490Abstract Full Text Full Text PDF PubMed Scopus (14) Google Scholar advance those findings by showing that merely changing the diet from an obesogenic diet to a healthier one fails to reverse those changes. Namely, after 20 weeks of a high-fat, high-fructose diet, mice were placed on a chow diet for an additional 12 weeks. Despite observing a reduction in body weight, improvement in metabolic parameters such as glucose tolerance, a regression of histologic NASH, improvement of adipocyte histology, and near-normalization of the lipid metabolic gene transcription signature in both the liver and VAT, the T-cell changes that were observed with NASH initiation did not revert to normal. Only administration of the T-cell–directed anti-CD8a antibody reduced the Tc subpopulation in VAT, liver, subcutaneous adipose tissue, blood, and spleen. Other T-cell subpopulations, such as Th17 cells, were not impacted by this therapy or by anti–interleukin 17A antibodies. Although these results may reflect the differences in adaptive immunity between mice and human beings,7Mestas J. Hughes C.C. Of mice and not men: differences between mouse and human immunology.J Immunol. 2004; 172: 2731-2738Crossref PubMed Scopus (2390) Google Scholar these results highlight that both nature (T-cell biology) and nurture (diet) impact NASH pathogenesis, and that strategies that address the nurture part of the equation in isolation may not be sufficient to completely ameliorate NASH. In summary, Van Herck et al5Van Herck M.A. Vonghia L. Kwanten W.J. Julé Y. Vanwolleghem T. Ebo D.G. Michielsen P.P. De Man J.G. Gama L. De Winter B.Y. Francque S.M. Diet reversal and immune modulation show key role for liver and adipose tissue T cells in murine nonalcoholic steatohepatitis.Cell Mol Gastroenterol Hepatol. 2020; 10: 467-490Abstract Full Text Full Text PDF PubMed Scopus (14) Google Scholar present a provocative analysis that reversal of diet from an obesogenic to a healthier diet does not reverse the liver or adipose tissue immunologic signature in NASH. Rather, immune-specific therapies may be needed in concert with dietary strategies to better address the systemic changes that characterize NASH pathogenesis. Diet Reversal and Immune Modulation Show Key Role for Liver and Adipose Tissue T Cells in Murine Nonalcoholic SteatohepatitisCellular and Molecular Gastroenterology and HepatologyVol. 10Issue 3PreviewNonalcoholic steatohepatitis (NASH) is a multisystem condition, implicating liver and adipose tissue. Although the general involvement of the innate and adaptive immune system has been established, we aimed to define the exact role of the functionally diverse T-cell subsets in NASH pathogenesis through diet reversal and immunologic modulation. Full-Text PDF Open Access
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".