Skip to main content

Advertisement

Log in

Liver fibrosis is associated with impaired bone mineralization and microstructure in obese individuals with non-alcoholic fatty liver disease

  • Original Article
  • Published:
Hepatology International Aims and scope Submit manuscript

Abstract

Background and purpose

Chronic liver diseases are associated with increased bone fracture risk, mostly in end-stage disease and cirrhosis; besides, data in non-alcoholic fatty liver disease (NAFLD) are limited. Aim of this study was to investigate bone mineralization and microstructure in obese individuals with NAFLD in relation to the estimated liver fibrosis.

Methods

For this cross-sectional investigation, we analyzed data from 1872 obese individuals (44.6 ± 14.1 years, M/F: 389/1483; BMI: 38.3 ± 5.3 kg/m2) referring to the Endocrinology outpatient clinics of Sapienza University, Rome, Italy. Participants underwent clinical work-up, Dual-Energy X-ray Absorptiometry for assessing bone mineral density (BMD) and microarchitecture (trabecular bone score, TBS). Liver fibrosis was estimated by Fibrosis Score 4 (FIB-4). Serum parathyroid hormone (PTH), 25(OH) vitamin D, osteocalcin and IGF-1 levels were measured.

Results

Obese individuals with osteopenia/osteoporosis had greater FIB-4 than those with normal BMD (p < 0.001). FIB-4 progressively increased in presence of degraded bone microarchitecture (p < 0.001) and negatively correlated with the serum osteocalcin (p < 0.001) and IGF-1 (p < 0.001), which were both reduced in presence of osteopenia/osteoporosis. FIB-4 predicted IGF-1 reduction in multivariable regression models adjusted for confounders (β: − 0.18, p < 0.001). Higher FIB-4 predicted bone fragility with OR 3.8 (95%C.I:1.5–9.3); this association persisted significant after adjustment for sex, age, BMI, diabetes, smoking status and PTH at the multivariable logistic regression analysis (OR 1.91 (95%C.I:1.15–3.17), p < 0.01), with AUROC = 0.842 (95%C.I:0.795–0.890; p < 0.001).

Conclusion

Our data indicate the presence of a tight relation between NAFLD-related liver fibrosis, lower bone mineral density and degraded microarchitecture in obese individuals, suggesting potential common pathways underlying liver and bone involvement in obesity and insulin resistance-associated disorders.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2

Similar content being viewed by others

Data availability statement

All data generated or analysed during this study are included in this published article.

References

  1. Samuel VT, Shulman GI. Nonalcoholic fatty liver disease as a nexus of metabolic and hepatic diseases. Cell Metab. 2018;27(1):22–41

    Article  CAS  PubMed  Google Scholar 

  2. Eslam M, Newsome PN, Sarin SK, Anstee QM, Targher G, Romero-Gomez M, et al. A new definition for metabolic dysfunction-associated fatty liver disease: an international expert consensus statement. J Hepatol. 2020;73(1):202–209

    Article  PubMed  Google Scholar 

  3. Targher G, Lonardo A, Byrne CD. Nonalcoholic fatty liver disease and chronic vascular complications of diabetes mellitus. Nat Rev Endocrinol. 2018;14(2):99–114

    Article  CAS  PubMed  Google Scholar 

  4. Mantovani A, Csermely A, Petracca G, et al. Non-alcoholic fatty liver disease and risk of fatal and non-fatal cardiovascular events: an updated systematic review and meta-analysis. Lancet Gastroenterol Hepatol. 2021;6(11):903–913

    Article  PubMed  Google Scholar 

  5. Locatelli V, Bianchi VE. Effect of GH/IGF-1 on bone metabolism and osteoporsosis. Int J Endocrinol. 2014;2014:235060

    Article  PubMed  PubMed Central  Google Scholar 

  6. Turgut S, Acarer D, Seyit H, Pamuk N, et al. Insulin-like growth factor-i might be a predictor for severe non-alcoholic fatty liver disease in morbidly obese patients. Horm Metab Res. 2022. https://doi.org/10.1530/endoabs.81.P768

    Article  PubMed  Google Scholar 

  7. Liang S, Yu Z, Song X, Wang Y, Li M, Xue J. Reduced growth hormone secretion is associated with nonalcoholic fatty liver disease in obese children. Horm Metab Res. 2018;50(3):250–256

    Article  CAS  PubMed  Google Scholar 

  8. Vachliotis ID, Anastasilakis AD, Goulas A, Goulis DG, Polyzos SA. Nonalcoholic fatty liver disease and osteoporosis: a potential association with therapeutic implications. Diabetes Obes Metab. 2022;24(9):1702

    Article  CAS  PubMed  Google Scholar 

  9. Ciardullo S, Muraca E, Zerbini F, Manzoni G. G. NAFLD and liver fibrosis are not associated with reduced femoral bone mineral density in the general us population. J Clin Endocrinol Metab. 2021;106(8):e2856–e2865

    Article  PubMed  Google Scholar 

  10. Yoon JW, Kim MJ, Chung GE, et al. Hepatic fibrosis is associated with an increased rate of decline in bone mineral density in men with nonalcoholic fatty liver disease. Hepatol Int. 2021;15(6):1347–1355

    Article  PubMed  Google Scholar 

  11. Van Hulten V, Rasmussen N, Driessen JHM, Burden AM, Kvist A, van den Bergh JP. Fracture patterns in type 1 and type 2 diabetes mellitus: a narrative review of recent literature. Curr Osteoporos Rep. 2021;19(6):644–655

    Article  PubMed  PubMed Central  Google Scholar 

  12. Martínez-Montoro JI, García-Fontana B, García-Fontana C, Muñoz-Torres M. Evaluation of quality and bone microstructure alterations in patients with type 2 diabetes: a narrative review. J Clin Med. 2022;11(8):2206

    Article  PubMed  PubMed Central  Google Scholar 

  13. Association AD. 1. improving care and promoting health in populations: standards of medical care in diabetes-2020. Diabetes Care. 2020;43(1):S7–S13

    Article  Google Scholar 

  14. Barchetta I, Dule S, Bertoccini L, et al. The single-point insulin sensitivity estimator (SPISE) index is a strong predictor of abnormal glucose metabolism in overweight/obese children: a long-term follow-up study. J Endocrinol Invest. 2022;45(1):43–51

    Article  CAS  PubMed  Google Scholar 

  15. Kotronen A, Peltonen M, Hakkarainen A, et al. Prediction of non-alcoholic fatty liver disease and liver fat using metabolic and genetic factors. Gastroenterology. 2009;137(3):865–872

    Article  CAS  PubMed  Google Scholar 

  16. Bedogni G, Bellentani S, Miglioli L, et al. The fatty liver index: a simple and accurate predictor of hepatic steatosis in the general population. BMC Gastroenterol. 2006;6:1–7

    Article  Google Scholar 

  17. Sun W, Cui H, Li N, Wei Y, Lai S, Yang Y, et al. Comparison of FIB-4 index, NAFLD fibrosis score and BARD score for prediction of advanced fibrosis in adult patients with non-alcoholic fatty liver disease: a meta-analysis study. Hepatol Res. 2016;46:862–870

    Article  CAS  PubMed  Google Scholar 

  18. Vilar-Gomez E, Chalasani N. Non-invasive assessment of non-alcoholic fatty liver disease: Clinical prediction rules and blood-based biomarkers. J Hepatol. 2018;68(2):305–315

    Article  CAS  PubMed  Google Scholar 

  19. Silva BC, Leslie WD, Resch H, et al. Trabecular bone score: a noninvasive analytical method based upon the DXA image. J Bone Miner Res. 2014;29(3):518–530

    Article  PubMed  Google Scholar 

  20. McPherson S, Hardy T, Dufour JF, Petta S, Romero-Gomez M, Allison M, et al. Age as a confounding factor for the accurate non-invasive diagnosis of advanced NAFLD fibrosis. Am J Gastroenterol. 2017;112:740–751

    Article  PubMed  Google Scholar 

  21. Ciardullo S, Oltolini A, Cannistraci R, Muraca E, Perseghin G. Sex-related association of nonalcoholic fatty liver disease and liver fibrosis with body fat distribution in the general US population. Am J Clin Nutr. 2022;115(6):1528–1534. https://doi.org/10.1093/ajcn/nqac059 (PMID: 35244676)

    Article  PubMed  Google Scholar 

  22. Yang YJ, Kim DJ. An overview of the molecular mechanisms contributing to musculoskeletal disorders in chronic liver disease: osteoporosis, sarcopenia, and osteoporotic sarcopenia. Int J Mol Sci. 2021;22(5):2604

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  23. Musso G, Paschetta E, Gambino R, Cassader M, Molinaro F. Interactions among bone, liver, and adipose tissue predisposing to diabesity and fatty liver. Trends Mol Med. 2013;19(9):522–535

    Article  CAS  PubMed  Google Scholar 

  24. Zhang M, Nie X, Yuan Y, et al. Osteocalcin alleviates nonalcoholic fatty liver disease in mice through GPRC6A. Int J Endocrinol. 2021;2021:917861647

    Article  Google Scholar 

  25. Xia M, Rong S, Zhu X, et al. Osteocalcin and non-alcoholic fatty liver disease: lessons from two population-based cohorts and animal models. J Bone Miner Res. 2021;36(4):712–728

    Article  CAS  PubMed  Google Scholar 

  26. Sung J, Ryu S, Song YM, Cheong HK. Relationship between non-alcoholic fatty liver disease and decreased bone mineral density: a retrospective cohort study in Korea. J Prev Med Public Health. 2020;53(5):342–352

    Article  PubMed  PubMed Central  Google Scholar 

  27. Lee J, Vali Y, Boursier J, Spijker R, Anstee QM, Bossuyt PM, et al. Prognostic accuracy of FIB-4, NAFLD fibrosis score and APRI for NAFLD-related events: a systematic review. Liver Int. 2021;41(2):261–270

    Article  PubMed  PubMed Central  Google Scholar 

  28. European Association for the Study of the Liver (EASL); European Association for the Study of Diabetes (EASD); European Association for the Study of Obesity (EASO). Clinical Practice Guidelines for the management of non-alcoholic fatty liver disease. J Hepatol. 2016. 64(6):1388–402.

  29. Miele L, Alberelli MA, Martini M, Liguori A, Marrone G, Cocomazzi A, et al. Nonalcoholic fatty liver disease (NAFLD) severity is associated to a nonhemostatic contribution and proinflammatory phenotype of platelets. Transl Res. 2021;231:24–38. https://doi.org/10.1016/j.trsl.2020.11.003

    Article  CAS  PubMed  Google Scholar 

  30. Ciardullo S, Perseghin G. Prevalence of NAFLD, MAFLD and associated advanced fibrosis in the contemporary United States population. Liver Int. 2021;41(6):1290–1293

    Article  PubMed  Google Scholar 

Download references

Funding

This research was supported by Sapienza Università di Roma.

Author information

Authors and Affiliations

Authors

Contributions

IB and MGC conceived the study. IB, MGC, FAC, GS, FL, AL and CL: coordinated the study; GP, SD, AD, ADB, FL, GS and CL: oversaw patient recruitment; FAC, SD, ADB, CL: finalized the data set. FAC, SD, ADB and CL: oversaw collection and analysis of biological samples. IB and MCG: performed statistical analyses. IB and MGC: drafted the paper, which was reviewed by all authors. All authors read and approved the final manuscript.

Corresponding author

Correspondence to Maria Gisella Cavallo.

Ethics declarations

Conflict of interest

Ilaria Barchetta, Carla Lubrano, Flavia Agata Cimini, Sara Dule, Giulia Passarella, Arianna Dellanno, Alberto Di Biasio, Frida Leonetti, Gianfranco Silecchia, Andrea Lenzi, Maria Gisella Cavallo declare that they have no conflict of interest.

Ethics approval and consent to participate

All procedures followed were in accordance with the ethical standards of the responsible committee on human experimentation (Sapienza University, Rome, Italy) and with the Helsinki Declaration of 1975, as revised in 2008. Informed consent was obtained from all patients for being included in the study.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Barchetta, I., Lubrano, C., Cimini, F.A. et al. Liver fibrosis is associated with impaired bone mineralization and microstructure in obese individuals with non-alcoholic fatty liver disease. Hepatol Int 17, 357–366 (2023). https://doi.org/10.1007/s12072-022-10461-1

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12072-022-10461-1

Keywords

Navigation