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Chen L, Tang J, Zhang L, Zheng L, Wang F, Guo F, Han Y, Song X, Lv W, Cao W, Li T. Bone loss in young adults with HIV following antiretroviral therapy containing tenofovir disoproxil fumarate regimen using machine learning. Front Pharmacol 2025; 16:1516013. [PMID: 40255560 PMCID: PMC12006115 DOI: 10.3389/fphar.2025.1516013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2024] [Accepted: 03/24/2025] [Indexed: 04/22/2025] Open
Abstract
Objective Bone mineral density (BMD) monitoring, primarily relying on dual-energy X-ray absorptiometry (DEXA), remains inaccessible in resource-limited regions, making it difficult to promptly address bone loss in people with HIV (PWH) on long-term ART-containing TDF regimens and assess the prevalence of bone loss. Our objective is to identify the frequency of PWH experiencing bone loss after long-term ART with a TDF regimen and to develop a predictive model of HIV-infected high-risk populations containing TDF long-time ART, for providing more appropriate ART regimens for PWH in clinical practice, particularly in resource-limited settings. Methods Our study retrospectively screened PWH under long-term follow-up at Peking Union Medical College Hospital (PUMCH) from January 2000 to August 2024. These individuals were either treatment-naive or treatment-experienced and had been on containing TDF ART regimen for over 5 years. BMD was assessed using DEXA every 1-2 years in this center. We selected predictive factors utilizing machine learning methods, including Random Forest, XGBoost, LASSO regression, and logistic regression. The results were visualized using a nomogram. Results Our study enrolled a total of 232 PWH who have contained TDF ART regimens for more than 5 years. Twenty-five percent (58/232) of the patients experienced bone loss, primarily including osteopenia and osteoporosis. Further results showed that the LASSO regression model was the most suitable for the current dataset, based on a comparison of LASSO regression, Random Forest, XGBoost, and logistic regression models including age, gender, LPV/r, baseline CD4+ T count, baseline VL, baseline body weight, treatment-naïve TDF, ART duration, percentage of CD38+CD8+T, percentage of HLA-DR+CD8+ T, and CD4+/CD8+ ratio, with AUC values of 0.615, 0.507, 0.593, and 0.588, respectively. We identified age, gender, and LPV/r as the most relevant predictive factors associated with bone loss based on LASSO regression. Then the results were visualized and plotted in a nomogram. Conclusion Our study quantified the frequency and established a nomogram based on the LASSO regression model to predict bone loss in PWH on long-term containing TDF ART. The nomogram guides identifying individuals at high risk of bone loss due to prolonged TDF exposure. Clinicians can leverage the predicted risk to design personalized ART regimens at the initiation of therapy or to switch from TDF-containing to TDF-free regimens during treatment. This approach aims to reduce the incidence of bone loss, particularly in resource-limited settings.
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Affiliation(s)
- Ling Chen
- Department of Infectious Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jia Tang
- Department of Infectious Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Leidan Zhang
- Department of Infectious Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Liyuan Zheng
- Department of Infectious Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Fada Wang
- Department of Infectious Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Fuping Guo
- Department of Infectious Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yang Han
- Department of Infectious Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xiaojing Song
- Department of Infectious Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Wei Lv
- Department of Infectious Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Wei Cao
- Department of Infectious Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Taisheng Li
- Department of Infectious Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- School of Medicine, Tsinghua University, Beijing, China
- State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, China
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Yavropoulou MP, Kolynou A, Makras P, Pikilidou M, Nanoudis S, Skoura L, Tsachouridou O, Ntritsos G, Tzallas A, Tsalikakis DG, Tsave O, Metallidis S, Chatzidimitriou D. Circulating microRNAs Related to Bone Metabolism in HIV-Associated Bone Loss. Biomedicines 2021; 9:biomedicines9040443. [PMID: 33924204 PMCID: PMC8074601 DOI: 10.3390/biomedicines9040443] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2021] [Revised: 04/14/2021] [Accepted: 04/16/2021] [Indexed: 11/16/2022] Open
Abstract
The pathophysiology of human immunodeficiency virus (HIV)-associated bone loss is complex and to date largely unknown. In this study, we investigated serum expression of microRNAS (miRNAs) linked to bone metabolism in HIV-associated bone loss. This was a case-control study. Thirty male individuals with HIV infection (HIV+) and osteoporosis/osteopenia (HIV+/OP+) (cases) and 30 age-matched male HIV+ individuals with normal bone mass (HIV+/OP-) (controls) were included in the analysis. Thirty male individuals matched for age without HIV infection (HIV-), were also included as second controls. The selected panel of miRNAs was as follows: hsa-miRNA-21-5p; hsa-miRNA-23a-3p; hsa-miRNA-24-2-5p; hsa-miRNA-26a-5p; hsa-miRNA-29a-3p; hsa-miRNA-124-3p; hsa-miRNA-33a-5p; and hsa-miRNA-133a-3p. Within the cohort of HIV+ individuals, relative serum expression of miRNA-21-5p and miRNA-23a-3p was significantly lower (p < 0.001) while the expression of miRNA-24-2-5p was significantly higher (p = 0.030) in HIV+/OP+ compared to HIV+/OP-. Expression of miRNA-21-5p demonstrated a sensitivity of 84.6% and a specificity of 66.7 in distinguishing HIV+/OP+ individuals. Expression of circulating miRNAs related to bone metabolism; miRNA-23a-3p, miRNA-24-2-5p, and miRNA-21-5p is significantly altered in HIV+OP+ individuals, in line with data on other causes of osteoporosis, suggesting a common pattern of circulating miRNAs independent of the underlying cause.
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Affiliation(s)
- Maria P. Yavropoulou
- Endocrinology Unit, The First Department of Propaedeutic and Internal Medicine, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece
- Laboratory of Medical Research, 251 Hellenic Air Force & VA General Hospital, 11525 Athens, Greece; (P.M.); (O.T.)
- Correspondence: (M.P.Y.); (A.K.)
| | - Artemis Kolynou
- Department of Microbiology, AHEPA University Hospital, Medical School, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece;
- Correspondence: (M.P.Y.); (A.K.)
| | - Polyzois Makras
- Laboratory of Medical Research, 251 Hellenic Air Force & VA General Hospital, 11525 Athens, Greece; (P.M.); (O.T.)
| | - Maria Pikilidou
- First Department of Internal Medicine, AHEPA University Hospital, Medical School, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece; (M.P.); (S.N.); (O.T.); (S.M.)
| | - Sideris Nanoudis
- First Department of Internal Medicine, AHEPA University Hospital, Medical School, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece; (M.P.); (S.N.); (O.T.); (S.M.)
| | - Lemonia Skoura
- Department of Microbiology, AHEPA University Hospital, Medical School, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece;
| | - Olga Tsachouridou
- First Department of Internal Medicine, AHEPA University Hospital, Medical School, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece; (M.P.); (S.N.); (O.T.); (S.M.)
| | - Georgios Ntritsos
- Department of Informatics & Telecommunications, School of Informatics & Telecommunications, University of Ioannina, 47100 Arta, Greece; (G.N.); (A.T.)
| | - Alexandros Tzallas
- Department of Informatics & Telecommunications, School of Informatics & Telecommunications, University of Ioannina, 47100 Arta, Greece; (G.N.); (A.T.)
| | - Dimitrios G. Tsalikakis
- Department of Engineering Informatics and Telecommunications, University of Western Macedonia, 50100 Kozani, Greece;
| | - Olga Tsave
- Laboratory of Medical Research, 251 Hellenic Air Force & VA General Hospital, 11525 Athens, Greece; (P.M.); (O.T.)
| | - Simeon Metallidis
- First Department of Internal Medicine, AHEPA University Hospital, Medical School, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece; (M.P.); (S.N.); (O.T.); (S.M.)
| | - Dimitrios Chatzidimitriou
- National AIDS Reference Centre of Northern Greece, Medical School, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece;
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de Matos R, Mesquita AMM, Giovani EM. Cone Morse Implant Placement in Patients With Aids Who Use Highly Active Antiretroviral Therapy Report of Clinical Cases. Open Dent J 2020. [DOI: 10.2174/1874210602014010650] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Introduction:
The Acquired Immune Deficiency Syndrome (AIDS) is a condition that manifests itself after the infection of the human organism by the Human Immunodeficiency Virus (HIV). In 1996, the Highly Active Antiretroviral Therapy (HAART) was introduced, with the aim of slowing down the immunodeficiency and restoring the immunity of these patients, extending their life expectancy. Consequently, the need for rehabilitating dental treatments arose, aiming to improve oral health, self-esteem and the quality of life of these patients. This current study was designed to assess vertical dimensional changes in the peri-implant bone level around the placement of dental implants in AIDS patients using HAART.
Materials and Methods:
For the bone level evaluation, at first cone-beam computed tomography, panoramic radiography and periapical radiographs were used during the periods at baseline, 2, 4 and 6 months after the implant installation. The images were digitized and analyzed on programs Adobe Photoshop CS5 and Digimizer 3.1.1.0.
Results:
Were installed 13 implants that presented a peri-implant bone loss average of 0.26 mm in the first bimester, 0.13 mm in the second and 0.18 mm in the third, totalizing a peri-implant bone loss average of 0.57 mm in the semester.
Conclusion:
Despite the several metabolic changes that can affect these patients due to infection, drug therapy, immune response and the absence of an adequate stability quotient and insertion torque, all implants showed osseointegration, as well as the parameters of clinical success after the installation of the implant, and the degree of bone loss in this period is within the expected according to the research.
Clinical Relevance:
Oral health professionals should be aware of the possible complications that future HIV patients may have due to their systemic and drug-related condition in association with osseointegration.
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Mwasakifwa GE, Amin J, White CP, Center JR, Kelleher A, Boyd MA. Early changes in bone turnover and inflammatory biomarkers and clinically significant bone mineral density loss over 48 weeks among HIV-infected patients with virological failure of a standard first-line antiretroviral therapy regimen in the SECOND-LINE study. HIV Med 2020; 21:492-504. [PMID: 32573910 DOI: 10.1111/hiv.12882] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2019] [Revised: 01/31/2020] [Accepted: 04/28/2020] [Indexed: 11/27/2022]
Abstract
OBJECTIVES We assessed whether changes at week 12 in markers of bone turnover, inflammation, and immune activation were associated with clinically important (≥ 5%) bone mineral density (BMD) loss from baseline to week 48 at the proximal femur (hip) and lumbar spine in the SECOND-LINE study. METHODS We measured concentrations of procollagen type 1 pro-peptide (P1NP), carboxyl-terminal collagen crosslinks (CTX), high-sensitivity C-reactive protein (hs-CRP), D-dimer, interleukin (IL)-6, tumor necrosis factor (TNF), neopterin, and soluble CD14 and 163 at weeks 0, 12, and 48 in 123 SECOND-LINE dual-energy X-ray absorptiometry (DXA) substudy participants. Linear regression was used to compare changes in biomarkers. Predictors of ≥ 5% BMD loss were examined using multivariable regression. RESULTS The mean age was 38 years, the mean CD4 T-cell count was 252 cells/µL and the mean viral load was 4.2 log HIV-1 RNA copies/mL; 56% of participants were female and 47% were randomized to receive a nucleos(t)ide reverse transcriptase inhibitor [N(t)RTI]-based regimen [91% (53/58) were randomized to receive a tenofovir disoproxil fumarate (TDF)-containing regimen]. Over 48 weeks, 71% in the N(t)RTI arm experienced ≥ 5% hip BMD loss vs. 29% in the raltegravir arm (P = 0.001). Week 12 changes in P1NP and CTX were significantly greater among patients experiencing ≥ 5% hip BMD loss, patients randomized to N(t)RTI, and male patients. Predictors of ≥ 5% hip BMD loss at week 48 were P1NP increase [odds ratio (OR) 5.0; 95% confidence interval (CI) 1.1-27; P < 0.043]; N(t)RTI randomization (OR 6.7; 95% CI 2.0-27.1; P < 0.003), being African, higher baseline CD4 T cell count , and smoking. CONCLUSIONS In a diverse cohort of viraemic HIV-infected patients, switching to second-line antiretroviral therapy (ART) was associated with clinically significant BMD loss, which was correlated with an early increase in P1NP. Measurement of P1NP may facilitate timely interventions to reduce rapid BMD loss among at-risk patients.
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Affiliation(s)
- G E Mwasakifwa
- The Kirby Institute, University of New South Wales, Sydney, NSW, Australia
| | - J Amin
- The Kirby Institute, University of New South Wales, Sydney, NSW, Australia.,Department of Health Systems and Populations, Macquarie University, Sydney, NSW, Australia
| | - C P White
- Department of Endocrinology, Prince of Wales Hospital, Sydney, NSW, Australia
| | - J R Center
- The Garvan Institute of Medical Research, Sydney, NSW, Australia.,St Vincent's Clinical School, University of New South Wales, Sydney, NSW, Australia
| | - A Kelleher
- The Kirby Institute, University of New South Wales, Sydney, NSW, Australia.,St Vincent's Clinical School, University of New South Wales, Sydney, NSW, Australia
| | - M A Boyd
- The Kirby Institute, University of New South Wales, Sydney, NSW, Australia.,Faculty of Health and Medical Sciences, University of Adelaide, Adelaide, South Australia, Australia
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Ceballos ME, Carvajal C, Jaramillo J, Dominguez A, González G. Vitamin D and Bone Mineral Density in HIV Newly Diagnosed Therapy-Naive Patients Without Any Secondary Causes of Osteoporosis. Calcif Tissue Int 2019; 104:42-49. [PMID: 30209528 DOI: 10.1007/s00223-018-0474-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/18/2018] [Accepted: 09/04/2018] [Indexed: 01/08/2023]
Abstract
Bone loss and vitamin D deficiency are common in HIV patients. However, bone health status in newly diagnosed HIV patients has not been thoroughly described. Our aim was to assess the bone mineral density (BMD), bone resorption and vitamin D status in newly diagnosed HIV patients. A prospective observational study in HIV newly diagnosed therapy-naive persons. Patients with secondary causes of osteoporosis were excluded. Bone densitometry (DXA), a bone resorption marker (CTx), 25-hydroxyvitamin D (25OHD), CD4 count and HIV viral load (VL) were done in 70 patients. Vitamin D results were compared with a group of healthy volunteers. All patients were men, mean age 31 years (19-50). Low BMD (Z score ≤ 2.0) was found in 13%, all of them in lumbar spine, and in only one patient also in femoral neck. Bone resorption was high in 16%. One out of four participants had low BMD or high bone resorption. Vitamin D deficiency (25OHD < 20 ng/mL) was found in 66%. Mean 25OHD in patients was significantly lower than in healthy volunteers (p = 0.04). No associations were found between BMD, CTx, 25OHD and VL or CD4 count. We hypothesize that HIV infection negatively affects bone health based on the results we found among newly diagnosed, therapy-naive, HIV-infected patients, without any known secondary causes of osteoporosis. Low BMD or high bone resorption, are significantly prevalent in these patients. HIV-infected patients had a higher prevalence of vitamin D deficiency than controls, which was not correlated with CD4 count or VL.
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Affiliation(s)
- María Elena Ceballos
- Department of Infectious Diseases, Faculty of Medicine, Pontificia Universidad Católica de Chile, Diagonal Paraguay 362, Santiago, Chile
| | - Camila Carvajal
- Department of Infectious Diseases, Faculty of Medicine, Pontificia Universidad Católica de Chile, Diagonal Paraguay 362, Santiago, Chile
| | - Javier Jaramillo
- Department of Endocrinology, Faculty of Medicine, Pontificia Universidad Católica de Chile, Diagonal Paraguay 362, Santiago, Chile
| | - Angelica Dominguez
- Department of Public Health, Faculty of Medicine, Pontificia Universidad Católica de Chile, Diagonal Paraguay 362, Santiago, Chile
| | - Gilberto González
- Department of Endocrinology, Faculty of Medicine, Pontificia Universidad Católica de Chile, Diagonal Paraguay 362, Santiago, Chile.
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Saitz R, Mesic A, Ventura AS, Winter MR, Heeren TC, Sullivan MM, Walley AY, Patts GJ, Meli SM, Holick MF, Kim TW, Bryant KJ, Samet JH. Alcohol Consumption and Bone Mineral Density in People with HIV and Substance Use Disorder: A Prospective Cohort Study. Alcohol Clin Exp Res 2018; 42:10.1111/acer.13801. [PMID: 29873812 PMCID: PMC6281811 DOI: 10.1111/acer.13801] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2018] [Accepted: 05/22/2018] [Indexed: 01/09/2023]
Abstract
BACKGROUND People living with HIV (PLWH) commonly have low bone mineral density (BMD) (low bone mass and osteoporosis) and are at high risk for fractures. Fractures and low BMD are significant causes of morbidity and mortality, increasingly relevant as PLWH age. Alcohol use is common among PLWH and known to affect bone health. The association between alcohol use and changes in BMD among PLWH is not well understood. METHODS We conducted a 3.5-year prospective cohort study of 250 PLWH with substance use disorder or ever injection drug use. Annual alcohol consumption was measured as a mean of grams per day of alcohol, mean number of heavy drinking days per month, mean number of days abstinent per month, and any heavy drinking, using the 30-day Timeline Followback method twice each year. The primary outcome was annual change in BMD measured each year by dual energy X-ray absorptiometry in grams per square centimeter (g/cm2 ) at the femoral neck. Additional dependent variables included annual change in total hip and lumbar spine BMD, >6% annual decrease in BMD at any site, and incident fractures in the past year. Regression models adjusted for relevant covariates. RESULTS The median age of participants was 50 years. The median duration of HIV infection was 16.5 years and the mean time since antiretroviral therapy initiation was 12.3 years. At study entry, 67% of participants met criteria for low BMD (46% low bone mass, 21% osteoporosis). Median follow-up was 24 months. We found no significant associations between any measure of alcohol consumption and changes in BMD (g/cm2 ) at the femoral neck (adjusted β for g/d of alcohol = -0.0032, p = 0.7487), total hip, or lumbar spine. There was no significant association between any measure of alcohol consumption and >6% annual decrease in BMD at any site, or incident fractures. CONCLUSIONS In this sample of PLWH and substance use disorders or ever injection drug use, we detected no association between any of the alcohol measures used in the study and changes in BMD or incident fractures.
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Affiliation(s)
- Richard Saitz
- Department of Community Health Sciences, Boston University School of Public Health, Boston, Massachusetts
- Clinical Addiction Research and Education Unit, Section of General Internal Medicine, School of Medicine and Boston Medical Center, Boston University, Boston, Massachusetts
| | - Aldina Mesic
- Department of Community Health Sciences, Boston University School of Public Health, Boston, Massachusetts
| | - Alicia S Ventura
- Clinical Addiction Research and Education Unit, Section of General Internal Medicine, School of Medicine and Boston Medical Center, Boston University, Boston, Massachusetts
| | - Michael R Winter
- Biostatistics and Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, Massachusetts
| | - Timothy C Heeren
- Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts
| | - Meg M Sullivan
- Section of Infectious Diseases, Department of Medicine, Boston University School of Medicine and Boston Medical Center, Boston, Massachusetts
| | - Alexander Y Walley
- Clinical Addiction Research and Education Unit, Section of General Internal Medicine, School of Medicine and Boston Medical Center, Boston University, Boston, Massachusetts
| | - Gregory J Patts
- Biostatistics and Epidemiology Data Analytics Center, Boston University School of Public Health, Boston, Massachusetts
| | - Seville M Meli
- Department of Community Health Sciences, Boston University School of Public Health, Boston, Massachusetts
| | - Michael F Holick
- Section of Endocrinology, Diabetes and Nutrition, Department of Medicine, School of Medicine and Boston Medical Center, Boston University, Boston, Massachusetts
| | - Theresa W Kim
- Clinical Addiction Research and Education Unit, Section of General Internal Medicine, School of Medicine and Boston Medical Center, Boston University, Boston, Massachusetts
| | - Kendall J Bryant
- HIV/AIDS Research, National Institute on Alcohol Abuse and Alcoholism, Bethesda, Maryland
| | - Jeffrey H Samet
- Department of Community Health Sciences, Boston University School of Public Health, Boston, Massachusetts
- Clinical Addiction Research and Education Unit, Section of General Internal Medicine, School of Medicine and Boston Medical Center, Boston University, Boston, Massachusetts
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Vlot MC, Grijsen ML, Prins JM, de Jongh RT, de Jonge R, den Heijer M, Heijboer AC. Effect of antiretroviral therapy on bone turnover and bone mineral density in men with primary HIV-1 infection. PLoS One 2018. [PMID: 29522570 PMCID: PMC5844537 DOI: 10.1371/journal.pone.0193679] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Introduction Previous studies indicate that human immunodeficiency virus (HIV)-infection and combination antiretroviral therapy (cART) can affect bone turnover. Furthermore, HIV-infected patients have lower bone mineral density (BMD) compared to a healthy reference population. Objective To evaluate the longitudinal effect of HIV-infection and cART on bone turnover markers (BTMs) and BMD in men with primary HIV-infection (PHI). Design, methods Thirty-five PHI-men were divided into two groups, those that received cART for the first time (n = 26) versus no-cART (n = 9). Dual-energy X-ray absorptiometry (DXA) was performed on femoral neck (FN), total hip (TH) and lumbar spine (LS) and BTMs (P1NP, alkaline phosphatase, osteocalcin, ICTP and CTX) were measured at baseline and follow-up. Results At baseline, the median CD4+ T-cell count was 455 cells/mm3 (IQR 320–620) and plasma viral load 5.4 log10 copies/mL (IQR 4.7–6.0) in the cART treated group, compared to 630 (IQR 590–910) and 4.8 (IQR 4.2–5.1) in the untreated group. The median follow-up time was 60.7 weeks (IQR 24.7–96.0). All BTMs, except ICTP, showed a significant increase during cART versus no changes of BTMs in the untreated group. FN and TH BMD showed a significant decrease in both groups. LS BMD did not change in both groups. Conclusion Bone turnover increased in PHI-men treated with cART which was accompanied by a decrease in FN and TH BMD. No increase of bone turnover was seen in untreated PHI-men. Our study suggests that cART results in increased bone turnover and decreased BMD of the hip in PHI-men.
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Affiliation(s)
- Mariska C. Vlot
- Department of Clinical Chemistry, Endocrine Laboratory, VU University Medical Center, Amsterdam, the Netherlands
- Department of Internal Medicine, Endocrinology, VU University Medical Center, Amsterdam, the Netherlands
| | - Marlous L. Grijsen
- Department of Internal Medicine, Infectious Diseases, Center for Infection and Immunity, Academic Medical Center, Amsterdam, the Netherlands
- Department of Dermatology, Leiden University Medical Center, Leiden, the Netherlands
| | - Jan M. Prins
- Department of Internal Medicine, Infectious Diseases, Center for Infection and Immunity, Academic Medical Center, Amsterdam, the Netherlands
| | - Renate T. de Jongh
- Department of Internal Medicine, Endocrinology, VU University Medical Center, Amsterdam, the Netherlands
| | - Robert de Jonge
- Department of Clinical Chemistry, Endocrine Laboratory, VU University Medical Center, Amsterdam, the Netherlands
| | - Martin den Heijer
- Department of Internal Medicine, Endocrinology, VU University Medical Center, Amsterdam, the Netherlands
| | - Annemieke C. Heijboer
- Department of Clinical Chemistry, Endocrine Laboratory, VU University Medical Center, Amsterdam, the Netherlands
- Department of Clinical Chemistry, Endocrine laboratory, Academic Medical Center, Amsterdam, the Netherlands
- * E-mail:
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Abstract
Human immunodeficiency virus (HIV) infection is an established risk factor for low bone mineral density (BMD) and subsequent fracture, and treatment with combination antiretroviral therapy (cART) leads to additional BMD loss, particularly in the first 1-2 years of therapy. The prevalence of low BMD and fragility fracture is expected to increase as the HIV-infected population ages with successful treatment with cART. Mechanisms of bone loss in the setting of HIV infection are likely multifactorial, and include viral, host, and immune effects, as well as direct and indirect effects of cART, particularly tenofovir disoproxil fumarate (TDF) and the protease inhibitors (PIs). Emerging data indicate that BMD loss following cART initiation can be mitigated by prophylaxis with either long-acting bisphosphonates or vitamin D and calcium supplementation. In addition, newer antiretrovirals, particularly the integrase strand transfer inhibitors and tenofovir alafenamide (TAF), are associated with less intense bone loss than PIs and TDF. However, further studies are needed to establish optimal bone sparing cART regimens, appropriate screening intervals, and preventive measures to address the rising prevalence of fragility bone disease in the HIV population.
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9
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Carbohydrate, lipid, bone and inflammatory markers in HIV-positive adolescents on antiretroviral therapy and hormonal contraception. J Virus Erad 2017. [DOI: 10.1016/s2055-6640(20)30297-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
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10
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Mehsen-Cêtre N, Cazanave C. Osteoarticular manifestations associated with HIV infection. Joint Bone Spine 2016; 84:29-33. [PMID: 27238195 DOI: 10.1016/j.jbspin.2016.04.004] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/17/2016] [Indexed: 11/16/2022]
Abstract
About 150,000 people are HIV-positive in France, and the number of new cases is estimated at 7000-8000 per year, with no tendency to diminish over time. Admissions of HIV-positive patients have been decreasing, in contrast, since 2008, reflecting the dramatic improvements in quality of life and survival provided by triple antiretroviral regimens. HIV infection is now a chronic disease that exposes patients to the virus and antiretroviral drugs for many years. One consequence has been the emergence of new health conditions in HIV-positive patients, such as tumors, cardiovascular disease, and osteoarticular complications. These epidemiological and clinical changes have made it necessary for rheumatologists to learn about the osteoarticular abnormalities associated with the HIV, which they are likely to encounter at some point during their everyday practice. Osteoporosis is one such abnormality, and this review article starts with a discussion of the literature on this topic. Bone loss is common, chiefly in males. Multiple factors are involved. Studies have demonstrated an increase in the fracture risk and, consequently, recommendations about the screening and treatment of osteoporosis have been issued. The focus of this review article then turns to the other rheumatic manifestations seen in HIV-positive patients, including osteomalacia, avascular necrosis, and inflammatory joint disease. Osteoarticular pain is frequently reported by HIV-positive patients. Identifying the cause is essential to determine the best treatment strategy. Interestingly, immunosuppressant drugs, and even biotherapies, have shown a good safety profile in these immunodeficient patients.
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Affiliation(s)
- Nadia Mehsen-Cêtre
- Service de rhumatologie, CHU de Bordeaux, place Amelie-Raba-Léon, 33076 Bordeaux, France.
| | - Charles Cazanave
- USC EA3671, Infections humaines à mycoplasmes et à chlamydiae, University Bordeaux, 33076 Bordeaux, France; USC EA3671, Infections humaines à mycoplasmes et à chlamydiae, INRA, 33000 Bordeaux, France; Service des maladies infectieuses et tropicales, CHU de Bordeaux, 33076 Bordeaux, France
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Abstract
PURPOSE OF REVIEW HIV infection is an established risk factor for osteoporosis and bone fracture. Combination antiretroviral therapy (cART) increases bone resorption leading to an additional 2-6% bone mineral density (BMD) loss within the first 1-2 years of therapy. Although tenofovir disoproxil fumarate is often blamed for antiretroviral drug-associated bone loss, evidence abounds to suggest that other agents, including the protease inhibitors (PIs), have adverse bone effects. In the current review, we examine bone loss associated with protease inhibitor use, describing the relative magnitude of bone loss reported for individual protease inhibitors. We also review the potential mechanisms associated with protease inhibitor-induced bone loss. RECENT FINDINGS As a class, protease inhibitors contribute to a greater degree of bone loss than other anchor drugs. HIV disease reversal and the associated immune reconstitution following cART initiation play an important role in protease inhibitor-mediated bone loss in addition to plausible direct effects of protease inhibitors on bone cells. SUMMARY Protease inhibitors remain an important component of cART despite their adverse effects on bone. A better understanding of factors that drive HIV/cART-induced bone loss is needed to stem the rising rate of fracture in the HIV-infected population.
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Affiliation(s)
- Caitlin A. Moran
- Division of Infectious Diseases, Department of Medicine, Emory University School of Medicine, Atlanta, GA USA
- Grady Healthcare System, Atlanta, GA USA
| | - M. Neale Weitzmann
- Division of Endocrinology & Metabolism & Lipids, Department of Medicine, Emory University School of Medicine, Atlanta, GA USA
- Atlanta Department of Veterans Affairs Medical Center, Decatur, GA USA
| | - Ighovwerha Ofotokun
- Division of Infectious Diseases, Department of Medicine, Emory University School of Medicine, Atlanta, GA USA
- Grady Healthcare System, Atlanta, GA USA
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Matovu FK, Wattanachanya L, Beksinska M, Pettifor JM, Ruxrungtham K. Bone health and HIV in resource-limited settings: a scoping review. Curr Opin HIV AIDS 2016; 11:306-25. [PMID: 27023284 PMCID: PMC5578733 DOI: 10.1097/coh.0000000000000274] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
PURPOSE OF REVIEW Sub-Saharan Africa and other resource-limited settings (RLS) bear the greatest burden of the HIV epidemic globally. Advantageously, the expanding access to antiretroviral therapy (ART) has resulted in increased survival of HIV individuals in the last 2 decades. Data from resource rich settings provide evidence of increased risk of comorbid conditions such as osteoporosis and fragility fractures among HIV-infected populations. We provide the first review of published and presented data synthesizing the current state of knowledge on bone health and HIV in RLS. RECENT FINDINGS With few exceptions, we found a high prevalence of low bone mineral density (BMD) and hypovitaminosis D among HIV-infected populations in both RLS and resource rich settings. Although most recognized risk factors for bone loss are similar across settings, in certain RLS there is a high prevalence of both non-HIV-specific risk factors and HIV-specific risk factors, including advanced HIV disease and widespread use of ART, including tenofovir disoproxil fumarate, a non-BMD sparing ART. Of great concern, we neither found published data on the effect of tenofovir disoproxil fumarate initiation on BMD, nor any data on incidence and prevalence of fractures among HIV-infected populations in RLS. SUMMARY To date, the prevalence and squeal of metabolic bone diseases in RLS are poorly described. This review highlights important gaps in our knowledge about HIV-associated bone health comorbidities in RLS. This creates an urgent need for targeted research that can inform HIV care and management guidelines in RLS.
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Affiliation(s)
- Flavia Kiweewa Matovu
- Makerere University-Johns Hopkins University (MU-JHU) Research Collaboration
- Department of Epidemiology and Biostatistics, Makerere University School of Public Health, Kampala, Uganda
- School of Public Health, University of the Witwatersrand, Johannesburg, South Africa
- Flavia Kiweewa Matovu and Lalita Wattanachanya contributed equally to the writing of this article
| | - Lalita Wattanachanya
- Division of Endocrinology and Metabolism, Department of Medicine, and Hormonal and Metabolic Disorders Research Unit, Faculty of Medicine, Chulalongkorn University
- Excellence Center for Diabetes, Hormone, and Metabolism, King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok, Thailand
- Flavia Kiweewa Matovu and Lalita Wattanachanya contributed equally to the writing of this article
| | - Mags Beksinska
- Maternal, Adolescent and Child Health (MatCH) Research, University of the Witwatersrand, Faculty of Health Sciences, Department of Obstetrics and Gynaecology
| | - John M. Pettifor
- School of Public Health, University of the Witwatersrand, Johannesburg, South Africa
- MRC/Wits Developmental Pathways for Health Research Unit, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Kiat Ruxrungtham
- Department of Medicine, Faculty of Medicine, Chulalongkorn University
- HIV-NAT, Thai Red Cross AIDS Research Center, Thai Red Cross Society, Bangkok, Thailand
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Coughlan R, Cameron S. Key data from the 17th International Workshop on Co-morbidities and Adverse Drug Reactions in HIV. Antivir Ther 2016; 21:75-89. [PMID: 26857256 DOI: 10.3851/imp3031] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/03/2016] [Indexed: 10/22/2022]
Abstract
Combination antiretroviral therapy (cART) has significantly reduced HIV-related morbidity and mortality; however, residual inflammation often persists in the absence of detectable viral load. In addition, chronic use of cART and an ageing HIV-positive population present new challenges to treating physicians who must balance the need for good virological control with risk of treatment-related toxicities. Discussions at the 17th International Workshop on Co-morbidities and Adverse Drug Reactions in HIV once again sought a better understanding of the complex relationship between HIV-, treatment- and age-related factors in the development of comorbidities in those infected with HIV. Key data from the meeting pertaining to inflammatory pathways in HIV, adipose tissue metabolism, cardiovascular disease, bone health, ageing and frailty, neurocognitive dysfunction, pulmonary disease and HCV coinfection are the focus of this report.
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Bone mineral density and inflammatory and bone biomarkers after darunavir-ritonavir combined with either raltegravir or tenofovir-emtricitabine in antiretroviral-naive adults with HIV-1: a substudy of the NEAT001/ANRS143 randomised trial. Lancet HIV 2015; 2:e464-73. [PMID: 26520926 DOI: 10.1016/s2352-3018(15)00181-2] [Citation(s) in RCA: 63] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2015] [Revised: 08/25/2015] [Accepted: 08/25/2015] [Indexed: 02/04/2023]
Abstract
BACKGROUND Osteopenia, osteoporosis, and low bone mineral density are frequent in patients with HIV. We assessed the 96 week loss of bone mineral density associated with a nucleoside or nucleotide reverse transcriptase inhibitor (NtRTI)-sparing regimen. METHODS Antiretroviral-naive adults with HIV were enrolled in 78 clinical sites in 15 European countries into a randomised (1:1), open-label, non-inferiority trial (NEAT001/ANRS143) assessing the efficacy and safety of darunavir (800 mg once per day) and ritonavir (100 mg once per day) plus either raltegravir (400 mg twice per day; NtRTI-sparing regimen) or tenofovir (245 mg once per day) and emtricitabine (200 mg once per day; standard regimen). For this bone-health substudy, 20 of the original sites in six countries participated, and any patient enrolled at one of these sites who met the following criteria was eligible: plasma viral loads greater than 1000 HIV RNA copies per mL and CD4 cell counts of fewer than 500 cells per μL, except in those with symptomatic HIV infection. Exclusion criteria included treatment for malignant disease, testing positive for hepatitis B virus surface antigen, pregnancy, creatinine clearance less than 60 mL per min, treatment for osteoporosis, systemic steroids, or oestrogen-replacement therapy. The two primary endpoints were the mean percentage changes in lumbar spine and total hip bone mineral density at week 48, assessed by dual energy x-ray absorptiometry (DXA) scans. We did the analysis with an intention-to-treat-exposed approach with antiretroviral modifications ignored. The parent trial is registered with ClinicalTrials.gov, number NCT01066962, and is closed to new participants. FINDINGS Between Aug 2, 2010, and April 18, 2011, we recruited 146 patients to the substudy, 70 assigned to the NtRTI-sparing regimen and 76 to the standard regimen. DXA data were available for 129, 121 and 107 patients at baseline, 48 and 96 weeks respectively. At week 48, the mean percentage loss in bone mineral density in the lumbar spine was greater in the standard group than in the NtRTI-sparing group (mean percentage change -2.49% vs -1.00%, mean percentage difference -1.49, 95% CI -2.94 to -0.04; p=0.046). Total hip bone mineral density loss was similarly greater at week 48 in the standard group than in the NtRTI-sparing group (mean percentage change -3.30% vs -0.73%; mean percentage difference -2.57, 95% CI -3.75 to -1.35; p<0.0001). Seven new fractures occurred during the trial (two in the NtRTI-sparing group and five in the standard group). INTERPRETATION A raltegravir-based regimen was associated with significantly less loss of bone mineral density than a standard regimen containing tenofovir disoproxil fumarate, and might be a treatment option for patients at high risk of osteopenia or osteoporosis who are not suitable for NtRTIs such as abacavir or tenofovir alafenamide. FUNDING The European Union Sixth Framework Programme, Inserm-ANRS, Ministerio de Sanidad y Asuntos Sociales de España, Gilead Sciences, Janssen Pharmaceuticals, and Merck Laboratories.
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