Development and internal validation of a diagnostic prediction model for osteoporosis in elderly people living with HIV receiving antiretroviral therapy: a cross-sectional study

Chuan Qin, Jinhua Gu, Peng Zhang, Tao Chen, Shenglin Mo, XinMei Meng, Wenming He, Fu Kai, Jiaguang Hu, Zhongsheng Jiang · 2026

Read Development and internal validation of a diagnostic prediction model for osteoporosis in elderly people living with HIV receiving antiretroviral therapy: a cross-sectional study by Chuan Qin, Jinhua Gu, Peng Zhang, Tao Chen, Shenglin Mo, XinMei Meng, Wenming He, Fu Kai, Jiaguang Hu, Zhongsheng Jiang (2026) in the Tower of Babel, a free online library of public-domain works preserved in clean, searchable text. No sign-up. The full text is served as a plain-text file at a predictable URL, where text is present: https://antarctic-labs.com/tower-of-babel/PMC13563893.txt.

Description

Chuan Qin and nine colleagues build a calculator for spotting osteoporosis in older people living with HIV, whose treatment itself thins bone. Years of antiretroviral therapy erode density until a fracture announces it. Their 2026 study assembled 256 patients aged fifty or over, or postmenopausal, all on therapy for at least a year at one centre. Bone density scans sorted them by the threshold, and a shrinkage regression picked predictors from clinical and blood measures.

Just under forty percent, 102 patients, had osteoporosis. Seven variables survived into the nomogram. Its parts: sex, the ratio of age to body mass, years on therapy, starting CD4 count, tenofovir in its older form, and two blood markers of bone turnover. The model separated cases from non-cases with a concordance of 0.709, held up under resampling, and calibrated. The authors pitch it as a triage tool for clinics that cannot scan every ageing patient.

Catalog record

CREATORChuan Qin, Jinhua Gu, Peng Zhang, Tao Chen, Shenglin Mo, XinMei Meng, Wenming He, Fu Kai, Jiaguang Hu, Zhongsheng Jiang
YEAR2026
COLLECTIONPAPERS
FORMATTXT
FILE SIZE42521
LICENSEhttps://creativecommons.org/licenses/by/4.0
RIGHTSCC BY
SOURCEEurope PMC

Source: https://europepmc.org/article/MED/PMC13563893

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