Acessibilidade / Reportar erro

Association between hepatitis A seropositivity and bone mineral density in adolescents and adults: a cross-sectional study using NHANES data

ABSTRACT

BACKGROUND:

Osteoporosis, characterized by decreased bone density and increased fracture risk, imposes significant physical, psychosocial, and financial burdens. Early detection and prevention are crucial for managing osteoporosis and reducing the risk of fractures.

OBJECTIVES:

To investigate the relationship between Hepatitis A seropositivity and bone mineral density (BMD) in adolescents and adults and to explore the potential link between Hepatitis A infection and osteoporosis risk.

DESIGN AND SETTING:

This cross-sectional study used data from the National Health and Nutrition Examination Survey (NHANES) from 2011 to 2018 to evaluate the association between hepatitis A seropositivity and BMD in 15,693 participants.

METHODS:

Multivariable regression analysis was used to calculate the mean BMD and standard error for adolescents and adults, followed by an independent z-test to determine whether there was a significant difference between the seropositive and seronegative groups.

RESULTS:

Hepatitis A seropositive adolescents and adults had lower BMD than their seronegative counterparts, with significant differences in lumber spine (mean difference = -0.03 g/cm2, P < 0.01 for both age groups) and pelvis BMDs (mean difference = -0.02 g/cm2, P < 0.01 for the adult age groups), after adjusting for various covariates.

CONCLUSIONS:

This study confirmed that both adolescent and adult individuals seropositive for Hepatitis A antibodies had reduced BMD among both adolescents and adults, especially in the adult group. This finding suggests a possible link between Hepatitis A infection and risk of osteoporosis.

KEYWORDS (MeSH terms):
Osteoporosis; Bone Density; Hepatitis A; Seroepidemiologic Studies; Nutrition Surveys

AUTHORS’ KEYWORDS:
Adolescents; Adults; Multivariable regression

INTRODUCTION

Osteoporosis, a medical condition characterized by decreased bone density and increased fracture risk, often progresses silently until a fracture occurs.11. Blanchard R, Thomas CDL, Hardiman R, et al. Structural and Material Changes of Human Cortical Bone With Age: Lessons from the Melbourne Femur Research Collection. In: Narayan R, editor. Encyclopedia of Biomedical Engineering. Oxford: Elsevier; 2019. p. 246-264. https://doi.org/10.1016/B978-0-12-801238-3.99928-8.
https://doi.org/10.1016/B978-0-12-801238...
The condition primarily affects postmenopausal women and results from a loss of calcium and collagen in the bones.22. Ebeling PR, Nguyen HH, Aleksova J, et al. Secondary Osteoporosis. Endocr Rev. 2022;43(2):240-313. PMID: 34476488; https://doi.org/10.1210/endrev/bnab028.
https://doi.org/10.1210/endrev/bnab028...
Notably, osteoporosis is not limited to any specific population or age group and can cause significant physical, psychosocial, and financial burdens across all populations and ages.33. Center JR, Nguyen TV, Schneider D, Sambrook PN, Eisman JA. Mortality after all major types of osteoporotic fracture in men and women: an observational study. Lancet. 1999;353(9156):878-882. PMID: 10093980; https://doi.org/10.1016/s0140-6736(98)09075-8.
https://doi.org/10.1016/s0140-6736(98)09...

4. Prasad D, Nguyen MH. Chronic hepatitis, osteoporosis, and men: under-recognised and underdiagnosed. Lancet Diabetes Endocrinol. 2021;9(3):141. PMID: 33607040; https://doi.org/10.1016/s2213-8587(21)00020-6.
https://doi.org/10.1016/s2213-8587(21)00...

5. The Lancet Diabetes Endocrinology. Osteoporosis: overlooked in men for too long. Lancet Diabetes Endocrinol. 2021;9(1):1. PMID: 33285120. https://doi.org/10.1016/s2213-8587(20)30408-3.
https://doi.org/10.1016/s2213-8587(20)30...
-66. NIH Consensus Development Panel on Osteoporosis Prevention D, and Therapy. Osteoporosis prevention, diagnosis, and therapy. JAMA. 2001;285(6):785-795. PMID: 11176917; https://doi.org/10.1001/jama.285.6.785.
https://doi.org/10.1001/jama.285.6.785...
Early detection and prevention are crucial for managing osteoporosis and reducing the risk of fracture.22. Ebeling PR, Nguyen HH, Aleksova J, et al. Secondary Osteoporosis. Endocr Rev. 2022;43(2):240-313. PMID: 34476488; https://doi.org/10.1210/endrev/bnab028.
https://doi.org/10.1210/endrev/bnab028...
,77. Reid IR. Revisiting osteoporosis guidelines. Lancet Diabetes Endocrinol. 2021;9(12):805-806. PMID: 34688355; https://doi.org/10.1016/s2213-8587(21)00283-7.
https://doi.org/10.1016/s2213-8587(21)00...

Bone mineral density (BMD) tests can aid in early detection by comparing an individual’s bone density to that of a healthy person of the same age and sex.88. Stevenson MO, Tangpricha V. Osteoporosis and Bone Health in Transgender Persons. Endocrinol Metab Clin North Am. 2019;48(2):421-427. PMID: 31027549; https://doi.org/10.1016/j.ecl.2019.02.006.
https://doi.org/10.1016/j.ecl.2019.02.00...
The most commonly used BMD test is the central dual-energy x-ray absorptiometry (DXA) test, which measures the grams of calcium and other bone minerals packed into a segment of bone using X-rays. The spine, hip, and forearm are the most commonly tested bones.

Hepatitis A is an inflammation of the liver that can range from asymptomatic infection to severe illness.99. Linder KA, Malani PN. Hepatitis A. JAMA. 2017;318(23):2393. PMID: 29094153; https://doi.org/10.1001/jama.2017.17244.
https://doi.org/10.1001/jama.2017.17244...
The Hepatitis A virus (HAV), a positive-strand RNA virus, is transmitted through ingestion of contaminated food and water or through direct contact with an infectious person.99. Linder KA, Malani PN. Hepatitis A. JAMA. 2017;318(23):2393. PMID: 29094153; https://doi.org/10.1001/jama.2017.17244.
https://doi.org/10.1001/jama.2017.17244...
,1010. Nelson NP, Weng MK, Hofmeister MG, et al. Prevention of Hepatitis A Virus Infection in the United States: Recommendations of the Advisory Committee on Immunization Practices, 2020. MMWR Recomm Rep. 2020;69(5):1-38. PMID: 32614811; https://doi.org/10.15585/mmwr.rr6905a1.
https://doi.org/10.15585/mmwr.rr6905a1...
The incidence rate of reported Hepatitis A cases in the United States was one case per 100,000 population.1111. Centers for Disease Control and Prevention. Surveillance for viral hepatitis—United States. Available from: https://www.cdc.gov/hepatitis/statistics/SurveillanceRpts.htm. Accessed in2023 (Oct. 24).
https://www.cdc.gov/hepatitis/statistics...
Although almost everyone recovers fully from Hepatitis A with a lifelong immunity, a very small proportion of people infected with Hepatitis A could die from fulminant hepatitis.1212. Jacobsen KH, Koopman JS. Declining hepatitis A seroprevalence: a global review and analysis. Epidemiol Infect. 2004;132(6):1005-1022. PMID: 15635957; https://doi.org/10.1017/s0950268804002857.
https://doi.org/10.1017/s095026880400285...

13. Jung YM, Park SJ, Kim JS, et al. Atypical manifestations of hepatitis A infection: a prospective, multicenter study in Korea. J Med Virol. 2010;82(8):1318-1326. PMID: 20572083; https://doi.org/10.1002/jmv.21822.
https://doi.org/10.1002/jmv.21822...
-1414. Lefilliatre P, Villeneuve JP. Fulminant hepatitis A in patients with chronic liver disease. Can J Public Health. 2000;91(3):168-170. PMID: 10927841; https://doi.org/10.1007/bf03404264.
https://doi.org/10.1007/bf03404264...
A safe and effective vaccine is available to prevent Hepatitis A.99. Linder KA, Malani PN. Hepatitis A. JAMA. 2017;318(23):2393. PMID: 29094153; https://doi.org/10.1001/jama.2017.17244.
https://doi.org/10.1001/jama.2017.17244...

Previous studies have suggested that viral hepatitis may negatively affect bone metabolism and health. For example, chronic hepatitis B and C infections have been associated with lower BMD and a higher risk of osteoporosis in adults.1515. Baeg MK, Yoon SK, Ko SH, et al. Males seropositive for hepatitis B surface antigen are at risk of lower bone mineral density: the 2008-2010 Korea National Health and Nutrition Examination Surveys. Hepatol Int. 2016;10(3):470-477. PMID: 26850597; https://doi.org/10.1007/s12072-015-9672-7.
https://doi.org/10.1007/s12072-015-9672-...

16. Dessordi R, Watanabe LM, Guimarães MP, et al. Bone loss in hepatitis B virus-infected patients can be associated with greater osteoclastic activity independently of the retroviral use. Sci Rep. 2021;11(1):10162. PMID: 33986322; https://doi.org/10.1038/s41598-021-89486-9.
https://doi.org/10.1038/s41598-021-89486...

17. Oh H, Jun DW, Lee IH, et al. Increasing comorbidities in a South Korea insured population-based cohort of patients with chronic hepatitis B. Aliment Pharmacol Ther. 2020;52(2):371-381. PMID: 32542860; https://doi.org/10.1111/apt.15867.
https://doi.org/10.1111/apt.15867...

18. Zhang Y, Gao X, Liu T, et al. Association between osteoporosis and hepatitis B cirrhosis: a case-control study. Afr Health Sci. 2020;20(4):1610-1616. PMID: 34394221; https://doi.org/10.4314/ahs.v20i4.13.
https://doi.org/10.4314/ahs.v20i4.13...
-1919. Wijarnpreecha K, Thongprayoon C, Panjawatanan P, Phatharacharukul P, Ungprasert P. Hepatitis C virus infection and risk of osteoporosis: A meta-analysis. Saudi J Gastroenterol. 2017;23(4):216-221. PMID: 28721974; https://doi.org/10.4103/sjg.SJG_452_16.
https://doi.org/10.4103/sjg.SJG_452_16...
Hepatitis A is a viral infection whose symptoms are clinically indistinguishable from other types of acute viral hepatitis.2020. Lednar WM, Lemon SM, Kirkpatrick JW, et al. Frequency of illness associated with epidemic hepatitis A virus infections in adults. Am J Epidemiol. 1985;122(2):226-233. PMID: 3860002; https://doi.org/10.1093/oxfordjournals.aje.a114093.
https://doi.org/10.1093/oxfordjournals.a...
Therefore, it was hypothesized that Hepatitis A seropositivity may be related to a lower BMD and higher osteoporosis risk in adolescents and adults.

The National Health and Nutrition Examination Survey (NHANES), a program designed to assess the health and nutritional status of adults and children in the United States, combines interviews and physical examinations and covers a wide range of health and nutrition measurements. The survey examines a nationally representative sample of approximately 5,000 persons each year and collects data on various demographic, socioeconomic, dietary, and health-related factors. The survey results are used to determine the prevalence of major diseases and risk factors to assess nutritional status and their association with health promotion and disease prevention.2121. Centers for Disease Control and Prevention. About the National Health and Nutrition Examination Survey. Available from: https://www.cdc.gov/nchs/nhanes/about_nhanes.htm. Accessed in 2023 (Oct. 24).
https://www.cdc.gov/nchs/nhanes/about_nh...

This study aimed to investigate the relationship between Hepatitis A seropositivity and BMD in adolescents and adults using data from the NHANES. The potential link between Hepatitis A infection and osteoporosis risk was also explored, and the implications for bone health and prevention strategies are discussed.

METHOD

Design and setting

A cross-sectional design was used to examine the association between Hepatitis A seropositivity and BMD, which enabled the measurement of the prevalence of the outcome and exposure at a certain moment in time, and the identification of potential correlations.

Data source and research participants

All patient information was based on data obtained from the NHANES. Four datasets (2011–2012, 2013–2014, 2015–2016, and 2017–2018) were used to combine the study population. The inclusion criteria required individuals to be tested for Hepatitis A antibodies (anti-HAV) and to undergo a DXA examination concurrently. Patients who were seropositive (+) for anti-HAV antibodies were compared to those who were seronegative (-).

Subpopulation definitions

According to the World Health Organization (WHO), individuals between the ages of 10 and 19 years are classified as adolescents.2222. World Health Organization. Adolescent health. Available from: https://www.who.int/health-topics/adolescent-health#tab=tab_1. Accessed in 2023 (Oct. 24).
https://www.who.int/health-topics/adoles...
Conversely, individuals > 19 years are considered adults. In the adult female population, those < 51 years are designated as premenopausal, while their counterparts are deemed postmenopausal, given that the average age of menopause in the United States is 51.2323. Mayo Clinic. Menopause. Available from: https://www.mayoclinic.org/diseasesconditions/menopause/symptoms-causes/syc-20353397. Accessed in 2023 (Oct. 24)..
https://www.mayoclinic.org/diseasescondi...

BMD testing

BMD testing for the full participant set (incorporated into the final evaluation) was performed using DXA examinations, which were performed by qualified and registered radiology technologists using Hologic Discovery model A densitometers (Hologic, Inc., Bedford, Massachusetts, USA) with the software version Apex 3.2. More specifics are furnished on the NHANES website.2424. Centers for Disease Control and Prevention. NHANES Body Composition Procedures Manual. 2018. Available from: https://wwwn.cdc.gov/nchs/data/nhanes/2017-2018/manuals/Body_Composition_Procedures_Manual_2018.pdf. Accessed in 2023 (Oct. 24).
https://wwwn.cdc.gov/nchs/data/nhanes/20...
Lumbar spine and pelvis were chosen for evaluating the association as they have a higher risk of fracture compared to the skull bones, arms, legs, ribs, thorax and trunk bones.2525. Kanis JA, Johnell O, Oden A, et al. Long-term risk of osteoporotic fracture in Malmö. Osteoporos Int. 2000;11(8):669-674. PMID: 11095169; https://doi.org/10.1007/s001980070064.
https://doi.org/10.1007/s001980070064...

Total serum anti-HAV assay

Serum specimens from the complete participant set (incorporated into the final evaluation) were processed, stored, and shipped to the Division of Viral Hepatitis, National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention, Centers for Disease Control and Prevention, Atlanta, GA for analysis. The Division uses the VITROS Immunodiagnostic Products Anti-HAV Total Reagent Pack and the VITROS Immunodiagnostic Products Anti-HAV Total Calibrator on the VITROS ECi/ECiQ or VITROS 3600 Immunodiagnostic System to detect IgG and IgM. Further details are provided in the NHANES Laboratory Procedures Manual.2626. Centers for Disease Control and Prevention. Hepatitis A Antibody Laboratory Procedure Manual. 2019. Available from: https://wwwn.cdc.gov/nchs/data/nhanes/2017-2018/labmethods/HEPA-J-MET-HEPATITIS-A-ANTIBODY-508.pdf. Accessed in 2023 (Oct. 24)..
https://wwwn.cdc.gov/nchs/data/nhanes/20...

Covariates

Covariates were added to improve the accuracy of this study; these are variables that are not of primary interest but can influence the outcome of a study.2727. Ni G, van der Werf J, Zhou X, et al. Genotype-covariate correlation and interaction disentangled by a whole-genome multivariate reaction norm model. Nat Commun. 2019;10(1):2239. PMID: 31110177; https://doi.org/10.1038/s41467-019-10128-w.
https://doi.org/10.1038/s41467-019-10128...
,2828. Sukegawa S, Fujimura A, Taguchi A, et al. Identification of osteoporosis using ensemble deep learning model with panoramic radiographs and clinical covariates. Sci Rep. 2022;12(1):6088. PMID: 35413983; https://doi.org/10.1038/s41598-022-10150-x.
https://doi.org/10.1038/s41598-022-10150...
In the present study, several covariates were considered for both adult and adolescent populations. For adults, age, race, education level, income level, body mass index (BMI), smoking status, alcohol consumption, diabetes, physical activity level, and serum 25-hydroxyvitamin D [25(OH)D] levels were included as covariates. For adolescents, the same covariates were considered with the exception of smoking status and alcohol consumption. Detailed data on the covariates are listed in Supplemental Table 1.

Statistical evaluation

All evaluations were based on the participants’ complete data. Individuals with missing covariate data were excluded from the final evaluation. The NHANES sample weights assigned by the Centers for Disease Control and Prevention (USA) based on the sample design for each survey year were used. Therefore, as some of the variables included in this study were captured at the mobile examination center (MEC), we used the MEC exam weight (WTMEC2YR) for evaluation.

Furthermore, the sample weight used in the final evaluation was equal to one-fourth the value of “WTMEC2YR” because we combined four NHANES survey cycles. Baseline characteristics were indicated by the weighted mean and standard error (SE) (continuous variables) and weighted proportion (categorical variables). Furthermore, since the four NHANES survey cycles were combined, the sample weight used in the final evaluation was equal to one-fourth the value of “WTMEC2YR”. The baseline characteristics are presented as weighted proportions (categorical variables) and weighted means and SE (continuous variables). The weights used for these evaluations were chosen according to the guidelines delineated in the NHANES database.2929. Centers for Disease Control and Prevention. Weighting. Available from: https://wwwn.cdc.gov/nchs/nhanes/tutorials/Weighting.aspx. Accessed in 2023 (Oct. 24).
https://wwwn.cdc.gov/nchs/nhanes/tutoria...

Multivariable regression analysis for BMD was implemented with adjustment for age, race, and BMI in Model 1, and adjusted for age, race, education level, income level, BMI, smoking status, alcohol consumption, diabetes, physical activity level, and serum 25(OH)D levels in Model 2.

Kolmogorov–Smirnov tests were used to determine whether the BMD variables conformed to the normal distribution, and logarithmic transformation was utilized for those that did not conform to the normal distribution.

Independent z-tests were used to assess the statistical significance of differences in BMD between the seropositive and seronegative groups for Hepatitis A antibodies.

All evaluations were performed using R software (version 4.2.3; https://www.R-project.org). Statistical significance was set at P < 0.05.

RESULTS

Segmentation and baseline characteristics

A flowchart of the segmentation process is shown in Figure 1. Data from 39,415 participants were obtained from the NHANES over four cycles: 2011–2012 (n = 10,015), 2013–2014 (n = 10,175), 2015–2016 (n = 9,971), and 2017–2018 (n = 9,254).

Figure 1
Flow chart of the study design.

First, following the elimination of 23,722 participants from the original 39,415 owing to missing data on BMD or Hepatitis A antibodies, 15,693 participants meeting the inclusion criteria were included for subsequent analysis. Each participant’s Hepatitis A antibody status and BMD were evaluated concurrently within these respective cycles to ensure temporal alignment of the measurements.

Second, the participants were stratified into adolescents (n = 5,970) and adults (n = 9,723) based on age. The covariates for adults included age, race, education level, income level, BMI, smoking status, alcohol consumption, diabetes, physical activity level, and serum 25 (OH) D levels. For adolescents, the covariates were the same except for smoking and alcohol use, which are illegal for minors. After excluding participants with missing covariates, 2,930 adolescents and 7,566 adults were included for further analysis.

Third, stratification of the adolescent and adult participants by sex yielded five groups: adolescent females (n = 1,385) and males (n = 1,545), premenopausal (n = 2,792) and postmenopausal (n = 748) adult females, and adult males (n = 4,026). Each of these five groups was then dichotomized as having either seronegative or seropositive Hepatitis A antibody status, providing 10 categories for subsequent analysis.

The baseline characteristics of the groups are presented in Table 1. In both adolescents and adults, the weighted mean age of the seronegative individuals was higher than that of the seropositive individuals. Specifically, the seronegative adolescents had a weighted mean age of 15.83 ± 0.10 years compared with 15.43 ± 0.07 years of the seropositive adolescents. Similarly, the seronegative adults had a weighted mean age of 39.91 ± 0.23 years compared with 37.78 ± 0.29 years of the seropositive adults. Regardless of age, the weighted proportion of non-Hispanic whites in the seropositive population was lower than that in the seronegative population (Supplemental Figure S1). Furthermore, the seronegative individuals were found to have higher levels of weighted mean serum 25(OH)D levels than the seropositive individuals in both age groups; detailed information on other variables is available in Table 1 with P values in Supplemental Table S2.

Table 1
aseline characteristics of participants incorporated into the final evaluation

Adolescents’ association between anti-HAV and BMD

Lumbar spine and pelvic BMDs of all subpopulations were tested using the Kolmogorov–Smirnov test to determine whether they conformed to the normal distribution. Those who did not conform to the normal distribution at first conformed to the normal distribution after logarithmic transformation.

Multivariable regression analysis was used to calculate the mean BMD and SE for adolescents (Table 2). Two models were used: Model 1, adjusted for age, race, and BMI; and Model 2, adjusted for age, race, BMI, education level, annual family income, diabetes, physical activity level, and serum 25(OH)D levels. Whether BMD was more likely to be lower in the anti-HAV (+) participants than in the anti-HAV (-) participants was determined using independent z-tests with a statistical significance threshold of P < 0.05. The results showed that lumbar spine BMD was significantly lower in the anti-HAV (+) adolescent males than in the anti-HAV (-) adolescent males in both models (Model 1: mean difference = -0.018 g/cm2, P = 0.002; Model 2: mean difference = -0.021 g/cm2, P < 0.001). No other significant differences were observed between groups.

Table 2
Association between anti-hepatitis A virus and bone mineral density in adolescents

Adults’ association between anti-HAV and BMD

Adults, divided into premenopausal and postmenopausal females and males were examined using multivariable regression analysis to calculate their mean BMD and SE (Table 3). Two models were used: Model 1, adjusted for age, race, and BMI; and Model 2, adjusted for age, race, BMI, education level, annual family income, diabetes, physical activity level, high-risk drinking, smoking, and serum 25(OH)D levels. Independent z-tests were used to determine whether BMD was more likely to be lower in anti-HAV (+) participants than in anti-HAV (-) participants, with a statistical significance threshold of P < 0.05. The results showed that the lumbar spine and pelvic BMDs were significantly lower in the anti-HAV (+) participants than in the anti-HAV (-) participants in all groups (premenopausal females, postmenopausal females, and males) in both models (all P < 0.05). Lumbar spine and pelvis BMDs of Models 1 and 2 for all subpopulations of adolescents and adults are illustrated in Figure 2.

Table 3
Association between anti-hepatitis A virus and bone mineral density in adults
Figure 2
Comparative analysis of lumbar Spine and pelvis bone mineral density in two models across 10 subpopulations. (a) Lumbar spine bone mineral density distribution in model 1; (b) Pelvis bone mineral density distribution in model 1; (c) Lumbar spine bone mineral density distribution in model 2; (d) Pelvis bone mineral density distribution in model 2. The height of each histogram represents the mean value and the bars represent the standard error.

DISCUSSION

Examination of the relationship between Hepatitis A seropositivity and BMD revealed that both adolescents and adults who tested positive for Hepatitis A antibodies had lower BMDs than their seronegative counterparts. This association persisted even after controlling for several covariates that differed between the two groups, suggesting an increased risk of osteoporosis in patients with Hepatitis A seropositivity. Bone mineral density is a measure of the amount of minerals such as calcium and phosphorus in bones, which are essential for maintaining bone strength and preventing fractures. Hepatitis A can cause an increase of liver enzymes to above normal levels in the bloodstream, similar to other types of acute viral hepatitis, indicating liver dysfunction and a risk of liver damage.3030. Giannini EG, Testa R, Savarino V. Liver enzyme alteration: a guide for clinicians. Cmaj. 2005;172(3):367-379. PMID: 15684121; https://doi.org/10.1503/cmaj.1040752.
https://doi.org/10.1503/cmaj.1040752...
Therefore, it may have a negative effect on nutrient metabolism absorption. Besides, the cytokines including interleukin-10, interleukin-1α, interleukin-6, interleukin-8, interleukin-13, tumor necrosis factor-alpha, and transforming growth factor-beta, are released in a Hepatitis A infection.3131. Fierro NA, Castro-Garcia FP, Panduro A. Rethinking cytokine function during hepatitis A and hepatitis C infections. Advances in Bioscience and Biotechnology. 2013;4(7A):13-18. PMID; https://doi.org/10.4236/abb.2013.47A1003.
https://doi.org/10.4236/abb.2013.47A1003...

32. XinHuan W, YaLi L, Jing Z, Wei L. Expression and significance of cytokines in children with acute hepatitis A. - Journal of Clinical Hepatology. 2019;35(9):1942. PMID; https://doi.org/-10.3969/j.issn.1001-5256.2019.09.011.
https://doi.org/10.3969/j.issn.1001-5256...
-3333. Shin EC, Sung PS, Park SH. Immune responses and immunopathology in acute and chronic viral hepatitis. Nat Rev Immunol. 2016;16(8):509-523. PMID: 27374637; https://doi.org/10.1038/nri.2016.69.
https://doi.org/10.1038/nri.2016.69...
These cytokines may increase the risk of reduction of BMD by stimulating the receptor activator of nuclear factor κ-β ligand-receptor activator of nuclear factor κ-β-osteoprotegerin (RANKL-RANK-OPG) system, which regulates the balance between bone formation and resorption.3434. Jeong HM, Kim DJ. Bone Diseases in Patients with Chronic Liver Disease. Int J Mol Sci. 2019 Aug 31;20(17):4270. PMID: 31480433. https://doi.org/10.3390/ijms20174270.
https://doi.org/10.3390/ijms20174270...
Multivariable regression is a method used to construct models that investigate the statistical relationship between a response variable (Y) and explanatory variables (Xi), with multivariable linear regression used when Y is continuous and approximately normal.3535. Alexopoulos EC. Introduction to multivariate regression analysis. Hippokratia. 2010;14(Suppl 1):23-28. PMID: 21487487. In this study, Y was the BMD of the lumbar spine or pelvis, which are continuous variables, and the covariates were considered as Xi. Therefore, it was reasonable to use multivariable linear regression to construct the two models, in which the means and SEs of the lumbar spine and pelvic BMDs were calculated after adjusting for covariates. The association in adolescents was less significant than that in adults, which may be attributable to the bone growth features of adolescents. Although adolescents and adults experience different changes in BMD, BMD is important in both age groups. During adolescence, bone growth occurs rapidly, leading to an increase in overall BMD. This process slows down considerably after the age of approximately 20 years, when most people reach peak bone mass (PBM).3636. Xue S, Kemal O, Lu M, et al. Age at attainment of peak bone mineral density and its associated factors: The National Health and Nutrition Examination Survey 2005-2014. Bone. 2020;131:115163. PMID: 31760214; https://doi.org/10.1016/j.bone.2019.115163.
https://doi.org/10.1016/j.bone.2019.1151...
In contrast, adults face various factors that can negatively affect their BMD, including aging, hormonal changes (e.g., menopause), certain medications, or chronic diseases like osteoporosis.3737. Management of osteoporosis in postmenopausal women: the 2021 position statement of The North American Menopause Society. Menopause. 2021;28(9):973-997. PMID: 34448749; https://doi.org/10.1097/gme.0000000000001831.
https://doi.org/10.1097/gme.000000000000...
The results illustrated in Figure 2 demonstrate that adolescents have lower lumbar spine and pelvic BMDs than adults (premenopausal females included), and postmenopausal women have lower BMD than premenopausal women in the same model and anti-HAV subgroup. These results confirm the robustness of the multivariable linear regression analysis. As people age, their bones tend to lose density, making them more prone to breakage, even with minimal trauma. Poor bone mass acquisition during growth, leading to lower than optimal levels of PBM, increases the risk of developing osteoporosis or other related conditions.3636. Xue S, Kemal O, Lu M, et al. Age at attainment of peak bone mineral density and its associated factors: The National Health and Nutrition Examination Survey 2005-2014. Bone. 2020;131:115163. PMID: 31760214; https://doi.org/10.1016/j.bone.2019.115163.
https://doi.org/10.1016/j.bone.2019.1151...
,3838. Zhu X, Zheng H. Factors influencing peak bone mass gain. Front Med. 2021;15(1):53-69. PMID: 32519297; https://doi.org/10.1007/s11684-020-0748-y.
https://doi.org/10.1007/s11684-020-0748-...
,3939. Gordon CM, Zemel BS, Wren TA, et al. The Determinants of Peak Bone Mass. J Pediatr. 2017;180:261-269. PMID: 27816219; https://doi.org/10.1016/j.jpeds.2016.09.056.
https://doi.org/10.1016/j.jpeds.2016.09....
Moreover, osteoporosis is not only common in white postmenopausal women as it occurs in other populations of all ages, with significant physiological, mental, and economic consequences.33. Center JR, Nguyen TV, Schneider D, Sambrook PN, Eisman JA. Mortality after all major types of osteoporotic fracture in men and women: an observational study. Lancet. 1999;353(9156):878-882. PMID: 10093980; https://doi.org/10.1016/s0140-6736(98)09075-8.
https://doi.org/10.1016/s0140-6736(98)09...

4. Prasad D, Nguyen MH. Chronic hepatitis, osteoporosis, and men: under-recognised and underdiagnosed. Lancet Diabetes Endocrinol. 2021;9(3):141. PMID: 33607040; https://doi.org/10.1016/s2213-8587(21)00020-6.
https://doi.org/10.1016/s2213-8587(21)00...

5. The Lancet Diabetes Endocrinology. Osteoporosis: overlooked in men for too long. Lancet Diabetes Endocrinol. 2021;9(1):1. PMID: 33285120. https://doi.org/10.1016/s2213-8587(20)30408-3.
https://doi.org/10.1016/s2213-8587(20)30...
-66. NIH Consensus Development Panel on Osteoporosis Prevention D, and Therapy. Osteoporosis prevention, diagnosis, and therapy. JAMA. 2001;285(6):785-795. PMID: 11176917; https://doi.org/10.1001/jama.285.6.785.
https://doi.org/10.1001/jama.285.6.785...
Therefore, it is important for individuals of all ages to prevent long-term complications associated with low BMD levels, regardless of whether they are adolescents or adults.

In this study, a link between Hepatitis A and bone loss was discovered for the first time; however, similar findings have been reported for other forms of hepatitis, with several studies showing an association between osteoporosis and Hepatitis B. Patients with a Hepatitis B infection tend to experience bone loss and may even develop osteoporosis or bone fractures. Zhang et al. found that patients with Hepatitis B cirrhosis had lower BMD and higher prevalence of osteoporosis than healthy controls.1818. Zhang Y, Gao X, Liu T, et al. Association between osteoporosis and hepatitis B cirrhosis: a case-control study. Afr Health Sci. 2020;20(4):1610-1616. PMID: 34394221; https://doi.org/10.4314/ahs.v20i4.13.
https://doi.org/10.4314/ahs.v20i4.13...
Dessordi et al. reported that patients with a Hepatitis B infection had lower BMD and higher serum levels of osteoclast markers than controls, suggesting that chronic viral infection may enhance bone resorption independently of antiretroviral therapy.1616. Dessordi R, Watanabe LM, Guimarães MP, et al. Bone loss in hepatitis B virus-infected patients can be associated with greater osteoclastic activity independently of the retroviral use. Sci Rep. 2021;11(1):10162. PMID: 33986322; https://doi.org/10.1038/s41598-021-89486-9.
https://doi.org/10.1038/s41598-021-89486...
Oh et al. reported that patients with chronic Hepatitis B infection in South Korea had increased risks of osteoporosis compared to the general population, as evidenced by a 9% higher fracture rate and an upward trend of osteoporotic fractures from 2007 to 2016.1717. Oh H, Jun DW, Lee IH, et al. Increasing comorbidities in a South Korea insured population-based cohort of patients with chronic hepatitis B. Aliment Pharmacol Ther. 2020;52(2):371-381. PMID: 32542860; https://doi.org/10.1111/apt.15867.
https://doi.org/10.1111/apt.15867...
Baeg et al. reported that male patients with Hepatitis B virus infection had lower BMD in the femur and lumbar spine than those without the infection.1515. Baeg MK, Yoon SK, Ko SH, et al. Males seropositive for hepatitis B surface antigen are at risk of lower bone mineral density: the 2008-2010 Korea National Health and Nutrition Examination Surveys. Hepatol Int. 2016;10(3):470-477. PMID: 26850597; https://doi.org/10.1007/s12072-015-9672-7.
https://doi.org/10.1007/s12072-015-9672-...
Wei et al. reported that antiviral therapy for chronic Hepatitis B with tenofovir disoproxil fumarate or entecavir did not increase the risk of osteopenia or osteoporosis in Asian patients during a median follow-up of 4–5 years.4040. Wei MT, Le AK, Chang MS, et al. Antiviral therapy and the development of osteopenia/osteoporosis among Asians with chronic hepatitis B. J Med Virol. 2019;91(7):1288-1294. PMID: 30776311; https://doi.org/10.1002/jmv.25433.
https://doi.org/10.1002/jmv.25433...
Research on Hepatitis C and other chronic active hepatitis has also shown a loss of bone. Wijarnpreecha et al., in a meta-analysis of four studies, reported that Hepatitis C virus infection was associated with an increased risk of osteoporosis.1919. Wijarnpreecha K, Thongprayoon C, Panjawatanan P, Phatharacharukul P, Ungprasert P. Hepatitis C virus infection and risk of osteoporosis: A meta-analysis. Saudi J Gastroenterol. 2017;23(4):216-221. PMID: 28721974; https://doi.org/10.4103/sjg.SJG_452_16.
https://doi.org/10.4103/sjg.SJG_452_16...
Clements and Rhodes reported a case of a 41-year-old female patient with chronic active hepatitis who had a high rate of bone loss, in the context of increased incidence of osteoporosis in patients with chronic liver disease.4141. Clements D, Rhodes J. Hormone replacement therapy in chronic active hepatitis; a case report. Gut. 1993;34(11):1639-1640. PMID: 8244156; https://doi.org/10.1136/gut.34.11.1639.
https://doi.org/10.1136/gut.34.11.1639...
Hepatic osteodystrophy (HOD), a condition of bone loss in patients with chronic liver diseases, which leads to an increased risk of osteoporosis and osteoporotic fractures, has been proposed as a theory to explain this phenomenon. The pathogenesis of HOD is complex and multifactorial, and involves hormonal, inflammatory, nutritional, and genetic factors.3434. Jeong HM, Kim DJ. Bone Diseases in Patients with Chronic Liver Disease. Int J Mol Sci. 2019 Aug 31;20(17):4270. PMID: 31480433. https://doi.org/10.3390/ijms20174270.
https://doi.org/10.3390/ijms20174270...
, 4141. Clements D, Rhodes J. Hormone replacement therapy in chronic active hepatitis; a case report. Gut. 1993;34(11):1639-1640. PMID: 8244156; https://doi.org/10.1136/gut.34.11.1639.
https://doi.org/10.1136/gut.34.11.1639...

42. Danford CJ, Trivedi HD, Bonder A. Bone Health in Patients With Liver Diseases. J Clin Densitom. 2020;23(2):212-222. PMID: 30744928; https://doi.org/10.1016/j.jocd.2019.01.004.
https://doi.org/10.1016/j.jocd.2019.01.0...

43. Nakchbandi IA, van der Merwe SW. Current understanding of osteoporosis associated with liver disease. Nat Rev Gastroenterol Hepatol. 2009;6(11):660-670. PMID: 19881518; https://doi.org/10.1038/nrgastro.2009.166.
https://doi.org/10.1038/nrgastro.2009.16...
-4444. Schmidt T, Schmidt C, Strahl A, et al. A System to Determine Risk of Osteoporosis in Patients With Autoimmune Hepatitis. Clin Gastroenterol Hepatol. 2020;18(1):226-233.e223. PMID: 31163277; https://doi.org/10.1016/j.cgh.2019.05.043.
https://doi.org/10.1016/j.cgh.2019.05.04...

Hepatitis A is an acute disease that does not result in a chronic infection,1010. Nelson NP, Weng MK, Hofmeister MG, et al. Prevention of Hepatitis A Virus Infection in the United States: Recommendations of the Advisory Committee on Immunization Practices, 2020. MMWR Recomm Rep. 2020;69(5):1-38. PMID: 32614811; https://doi.org/10.15585/mmwr.rr6905a1.
https://doi.org/10.15585/mmwr.rr6905a1...
unlike HOD, which occurs only in patients with chronic liver disease. The anti-HAV assay used in this study measures total anti-HAV (IgG or IgM) in human serum or plasma, indicating past or present infection with HAV or vaccination against HAV.2626. Centers for Disease Control and Prevention. Hepatitis A Antibody Laboratory Procedure Manual. 2019. Available from: https://wwwn.cdc.gov/nchs/data/nhanes/2017-2018/labmethods/HEPA-J-MET-HEPATITIS-A-ANTIBODY-508.pdf. Accessed in 2023 (Oct. 24)..
https://wwwn.cdc.gov/nchs/data/nhanes/20...
Interestingly, the incidence rate of reported Hepatitis A cases in the United States (one case per 100,000 population) was significantly lower than the seropositive rate of anti-HAV in the study population (68.74% in adolescents and 41.06% in adults). This suggests that the high seropositivity rate of anti-HAV may not be due to infection but rather vaccination. However, the association between vaccination and bone loss has not yet been reported.

The present study was limited by the use of a total serum anti-HAV assay that detected total anti-HAV antibodies (including IgG or IgM). This assay does not allow for the differentiation of IgG and IgM, which can affect the BMD. Additionally, the study was cross-sectional, which means that it was not possible to establish the temporality between HAV infection and reduced BMD. Finally, this study did not assess whether a reduction in BMD leads to clinically relevant diseases. These limitations should be considered when interpreting the results of this study.

CONCLUSIONS

This study confirmed that Hepatitis A seropositivity was associated with reduced BMD in both adolescents and adults, suggesting that it is a potential risk factor for osteoporosis. Individuals seropositive for Hepatitis A should be aware of this risk and take preventive measures. Further research is needed to verify the causal effects of Hepatitis A antibodies on bone tissue and elucidate the underlying mechanisms. These findings may have implications for public health and inform the development of targeted interventions to prevent osteoporosis.

SUPPLEMENTARY MATERIAL:

Supplementary material form this article can be seen in the link: https://github.com/FearlessYu/SPMJ-2023-0266.R1.Supplementary-material.git

REFERENCES

  • 1.
    Blanchard R, Thomas CDL, Hardiman R, et al. Structural and Material Changes of Human Cortical Bone With Age: Lessons from the Melbourne Femur Research Collection. In: Narayan R, editor. Encyclopedia of Biomedical Engineering. Oxford: Elsevier; 2019. p. 246-264. https://doi.org/10.1016/B978-0-12-801238-3.99928-8.
    » https://doi.org/10.1016/B978-0-12-801238-3.99928-8
  • 2.
    Ebeling PR, Nguyen HH, Aleksova J, et al. Secondary Osteoporosis. Endocr Rev. 2022;43(2):240-313. PMID: 34476488; https://doi.org/10.1210/endrev/bnab028.
    » https://doi.org/10.1210/endrev/bnab028
  • 3.
    Center JR, Nguyen TV, Schneider D, Sambrook PN, Eisman JA. Mortality after all major types of osteoporotic fracture in men and women: an observational study. Lancet. 1999;353(9156):878-882. PMID: 10093980; https://doi.org/10.1016/s0140-6736(98)09075-8.
    » https://doi.org/10.1016/s0140-6736(98)09075-8
  • 4.
    Prasad D, Nguyen MH. Chronic hepatitis, osteoporosis, and men: under-recognised and underdiagnosed. Lancet Diabetes Endocrinol. 2021;9(3):141. PMID: 33607040; https://doi.org/10.1016/s2213-8587(21)00020-6.
    » https://doi.org/10.1016/s2213-8587(21)00020-6
  • 5.
    The Lancet Diabetes Endocrinology. Osteoporosis: overlooked in men for too long. Lancet Diabetes Endocrinol. 2021;9(1):1. PMID: 33285120. https://doi.org/10.1016/s2213-8587(20)30408-3.
    » https://doi.org/10.1016/s2213-8587(20)30408-3
  • 6.
    NIH Consensus Development Panel on Osteoporosis Prevention D, and Therapy. Osteoporosis prevention, diagnosis, and therapy. JAMA. 2001;285(6):785-795. PMID: 11176917; https://doi.org/10.1001/jama.285.6.785.
    » https://doi.org/10.1001/jama.285.6.785
  • 7.
    Reid IR. Revisiting osteoporosis guidelines. Lancet Diabetes Endocrinol. 2021;9(12):805-806. PMID: 34688355; https://doi.org/10.1016/s2213-8587(21)00283-7.
    » https://doi.org/10.1016/s2213-8587(21)00283-7
  • 8.
    Stevenson MO, Tangpricha V. Osteoporosis and Bone Health in Transgender Persons. Endocrinol Metab Clin North Am. 2019;48(2):421-427. PMID: 31027549; https://doi.org/10.1016/j.ecl.2019.02.006.
    » https://doi.org/10.1016/j.ecl.2019.02.006
  • 9.
    Linder KA, Malani PN. Hepatitis A. JAMA. 2017;318(23):2393. PMID: 29094153; https://doi.org/10.1001/jama.2017.17244.
    » https://doi.org/10.1001/jama.2017.17244
  • 10.
    Nelson NP, Weng MK, Hofmeister MG, et al. Prevention of Hepatitis A Virus Infection in the United States: Recommendations of the Advisory Committee on Immunization Practices, 2020. MMWR Recomm Rep. 2020;69(5):1-38. PMID: 32614811; https://doi.org/10.15585/mmwr.rr6905a1.
    » https://doi.org/10.15585/mmwr.rr6905a1
  • 11.
    Centers for Disease Control and Prevention. Surveillance for viral hepatitis—United States. Available from: https://www.cdc.gov/hepatitis/statistics/SurveillanceRpts.htm Accessed in2023 (Oct. 24).
    » https://www.cdc.gov/hepatitis/statistics/SurveillanceRpts.htm
  • 12.
    Jacobsen KH, Koopman JS. Declining hepatitis A seroprevalence: a global review and analysis. Epidemiol Infect. 2004;132(6):1005-1022. PMID: 15635957; https://doi.org/10.1017/s0950268804002857.
    » https://doi.org/10.1017/s0950268804002857
  • 13.
    Jung YM, Park SJ, Kim JS, et al. Atypical manifestations of hepatitis A infection: a prospective, multicenter study in Korea. J Med Virol. 2010;82(8):1318-1326. PMID: 20572083; https://doi.org/10.1002/jmv.21822.
    » https://doi.org/10.1002/jmv.21822
  • 14.
    Lefilliatre P, Villeneuve JP. Fulminant hepatitis A in patients with chronic liver disease. Can J Public Health. 2000;91(3):168-170. PMID: 10927841; https://doi.org/10.1007/bf03404264.
    » https://doi.org/10.1007/bf03404264
  • 15.
    Baeg MK, Yoon SK, Ko SH, et al. Males seropositive for hepatitis B surface antigen are at risk of lower bone mineral density: the 2008-2010 Korea National Health and Nutrition Examination Surveys. Hepatol Int. 2016;10(3):470-477. PMID: 26850597; https://doi.org/10.1007/s12072-015-9672-7.
    » https://doi.org/10.1007/s12072-015-9672-7
  • 16.
    Dessordi R, Watanabe LM, Guimarães MP, et al. Bone loss in hepatitis B virus-infected patients can be associated with greater osteoclastic activity independently of the retroviral use. Sci Rep. 2021;11(1):10162. PMID: 33986322; https://doi.org/10.1038/s41598-021-89486-9.
    » https://doi.org/10.1038/s41598-021-89486-9
  • 17.
    Oh H, Jun DW, Lee IH, et al. Increasing comorbidities in a South Korea insured population-based cohort of patients with chronic hepatitis B. Aliment Pharmacol Ther. 2020;52(2):371-381. PMID: 32542860; https://doi.org/10.1111/apt.15867.
    » https://doi.org/10.1111/apt.15867
  • 18.
    Zhang Y, Gao X, Liu T, et al. Association between osteoporosis and hepatitis B cirrhosis: a case-control study. Afr Health Sci. 2020;20(4):1610-1616. PMID: 34394221; https://doi.org/10.4314/ahs.v20i4.13.
    » https://doi.org/10.4314/ahs.v20i4.13
  • 19.
    Wijarnpreecha K, Thongprayoon C, Panjawatanan P, Phatharacharukul P, Ungprasert P. Hepatitis C virus infection and risk of osteoporosis: A meta-analysis. Saudi J Gastroenterol. 2017;23(4):216-221. PMID: 28721974; https://doi.org/10.4103/sjg.SJG_452_16.
    » https://doi.org/10.4103/sjg.SJG_452_16
  • 20.
    Lednar WM, Lemon SM, Kirkpatrick JW, et al. Frequency of illness associated with epidemic hepatitis A virus infections in adults. Am J Epidemiol. 1985;122(2):226-233. PMID: 3860002; https://doi.org/10.1093/oxfordjournals.aje.a114093.
    » https://doi.org/10.1093/oxfordjournals.aje.a114093
  • 21.
    Centers for Disease Control and Prevention. About the National Health and Nutrition Examination Survey. Available from: https://www.cdc.gov/nchs/nhanes/about_nhanes.htm Accessed in 2023 (Oct. 24).
    » https://www.cdc.gov/nchs/nhanes/about_nhanes.htm
  • 22.
    World Health Organization. Adolescent health. Available from: https://www.who.int/health-topics/adolescent-health#tab=tab_1 Accessed in 2023 (Oct. 24).
    » https://www.who.int/health-topics/adolescent-health#tab=tab_1
  • 23.
    Mayo Clinic. Menopause. Available from: https://www.mayoclinic.org/diseasesconditions/menopause/symptoms-causes/syc-20353397 Accessed in 2023 (Oct. 24)..
    » https://www.mayoclinic.org/diseasesconditions/menopause/symptoms-causes/syc-20353397
  • 24.
    Centers for Disease Control and Prevention. NHANES Body Composition Procedures Manual. 2018. Available from: https://wwwn.cdc.gov/nchs/data/nhanes/2017-2018/manuals/Body_Composition_Procedures_Manual_2018.pdf Accessed in 2023 (Oct. 24).
    » https://wwwn.cdc.gov/nchs/data/nhanes/2017-2018/manuals/Body_Composition_Procedures_Manual_2018.pdf
  • 25.
    Kanis JA, Johnell O, Oden A, et al. Long-term risk of osteoporotic fracture in Malmö. Osteoporos Int. 2000;11(8):669-674. PMID: 11095169; https://doi.org/10.1007/s001980070064.
    » https://doi.org/10.1007/s001980070064
  • 26.
    Centers for Disease Control and Prevention. Hepatitis A Antibody Laboratory Procedure Manual. 2019. Available from: https://wwwn.cdc.gov/nchs/data/nhanes/2017-2018/labmethods/HEPA-J-MET-HEPATITIS-A-ANTIBODY-508.pdf Accessed in 2023 (Oct. 24)..
    » https://wwwn.cdc.gov/nchs/data/nhanes/2017-2018/labmethods/HEPA-J-MET-HEPATITIS-A-ANTIBODY-508.pdf
  • 27.
    Ni G, van der Werf J, Zhou X, et al. Genotype-covariate correlation and interaction disentangled by a whole-genome multivariate reaction norm model. Nat Commun. 2019;10(1):2239. PMID: 31110177; https://doi.org/10.1038/s41467-019-10128-w.
    » https://doi.org/10.1038/s41467-019-10128-w
  • 28.
    Sukegawa S, Fujimura A, Taguchi A, et al. Identification of osteoporosis using ensemble deep learning model with panoramic radiographs and clinical covariates. Sci Rep. 2022;12(1):6088. PMID: 35413983; https://doi.org/10.1038/s41598-022-10150-x.
    » https://doi.org/10.1038/s41598-022-10150-x
  • 29.
    Centers for Disease Control and Prevention. Weighting. Available from: https://wwwn.cdc.gov/nchs/nhanes/tutorials/Weighting.aspx Accessed in 2023 (Oct. 24).
    » https://wwwn.cdc.gov/nchs/nhanes/tutorials/Weighting.aspx
  • 30.
    Giannini EG, Testa R, Savarino V. Liver enzyme alteration: a guide for clinicians. Cmaj. 2005;172(3):367-379. PMID: 15684121; https://doi.org/10.1503/cmaj.1040752.
    » https://doi.org/10.1503/cmaj.1040752
  • 31.
    Fierro NA, Castro-Garcia FP, Panduro A. Rethinking cytokine function during hepatitis A and hepatitis C infections. Advances in Bioscience and Biotechnology. 2013;4(7A):13-18. PMID; https://doi.org/10.4236/abb.2013.47A1003.
    » https://doi.org/10.4236/abb.2013.47A1003
  • 32.
    XinHuan W, YaLi L, Jing Z, Wei L. Expression and significance of cytokines in children with acute hepatitis A. - Journal of Clinical Hepatology. 2019;35(9):1942. PMID; https://doi.org/-10.3969/j.issn.1001-5256.2019.09.011.
    » https://doi.org/10.3969/j.issn.1001-5256.2019.09.011
  • 33.
    Shin EC, Sung PS, Park SH. Immune responses and immunopathology in acute and chronic viral hepatitis. Nat Rev Immunol. 2016;16(8):509-523. PMID: 27374637; https://doi.org/10.1038/nri.2016.69.
    » https://doi.org/10.1038/nri.2016.69
  • 34.
    Jeong HM, Kim DJ. Bone Diseases in Patients with Chronic Liver Disease. Int J Mol Sci. 2019 Aug 31;20(17):4270. PMID: 31480433. https://doi.org/10.3390/ijms20174270.
    » https://doi.org/10.3390/ijms20174270
  • 35.
    Alexopoulos EC. Introduction to multivariate regression analysis. Hippokratia. 2010;14(Suppl 1):23-28. PMID: 21487487.
  • 36.
    Xue S, Kemal O, Lu M, et al. Age at attainment of peak bone mineral density and its associated factors: The National Health and Nutrition Examination Survey 2005-2014. Bone. 2020;131:115163. PMID: 31760214; https://doi.org/10.1016/j.bone.2019.115163.
    » https://doi.org/10.1016/j.bone.2019.115163
  • 37.
    Management of osteoporosis in postmenopausal women: the 2021 position statement of The North American Menopause Society. Menopause. 2021;28(9):973-997. PMID: 34448749; https://doi.org/10.1097/gme.0000000000001831.
    » https://doi.org/10.1097/gme.0000000000001831
  • 38.
    Zhu X, Zheng H. Factors influencing peak bone mass gain. Front Med. 2021;15(1):53-69. PMID: 32519297; https://doi.org/10.1007/s11684-020-0748-y.
    » https://doi.org/10.1007/s11684-020-0748-y
  • 39.
    Gordon CM, Zemel BS, Wren TA, et al. The Determinants of Peak Bone Mass. J Pediatr. 2017;180:261-269. PMID: 27816219; https://doi.org/10.1016/j.jpeds.2016.09.056.
    » https://doi.org/10.1016/j.jpeds.2016.09.056
  • 40.
    Wei MT, Le AK, Chang MS, et al. Antiviral therapy and the development of osteopenia/osteoporosis among Asians with chronic hepatitis B. J Med Virol. 2019;91(7):1288-1294. PMID: 30776311; https://doi.org/10.1002/jmv.25433.
    » https://doi.org/10.1002/jmv.25433
  • 41.
    Clements D, Rhodes J. Hormone replacement therapy in chronic active hepatitis; a case report. Gut. 1993;34(11):1639-1640. PMID: 8244156; https://doi.org/10.1136/gut.34.11.1639.
    » https://doi.org/10.1136/gut.34.11.1639
  • 42.
    Danford CJ, Trivedi HD, Bonder A. Bone Health in Patients With Liver Diseases. J Clin Densitom. 2020;23(2):212-222. PMID: 30744928; https://doi.org/10.1016/j.jocd.2019.01.004.
    » https://doi.org/10.1016/j.jocd.2019.01.004
  • 43.
    Nakchbandi IA, van der Merwe SW. Current understanding of osteoporosis associated with liver disease. Nat Rev Gastroenterol Hepatol. 2009;6(11):660-670. PMID: 19881518; https://doi.org/10.1038/nrgastro.2009.166.
    » https://doi.org/10.1038/nrgastro.2009.166
  • 44.
    Schmidt T, Schmidt C, Strahl A, et al. A System to Determine Risk of Osteoporosis in Patients With Autoimmune Hepatitis. Clin Gastroenterol Hepatol. 2020;18(1):226-233.e223. PMID: 31163277; https://doi.org/10.1016/j.cgh.2019.05.043.
    » https://doi.org/10.1016/j.cgh.2019.05.043
  • Sources of funding: None

Edited by

Furong District, Changsha City, Hunan Province, China

Edited by

Editors responsible for the evaluation process: Paulo Manuel Pêgo-Fernandes, MD, PhD

Publication Dates

  • Publication in this collection
    22 Apr 2024
  • Date of issue
    2024

History

  • Received
    06 Aug 2023
  • Reviewed
    25 Jan 2024
  • Accepted
    08 Feb 2024
Associação Paulista de Medicina - APM APM / Publicações Científicas, Av. Brigadeiro Luís Antonio, 278 - 7º and., 01318-901 São Paulo SP - Brazil, Tel.: +55 11 3188-4310 / 3188-4311, Fax: +55 11 3188-4255 - São Paulo - SP - Brazil
E-mail: revistas@apm.org.br