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Background: Hypoxia leads to different concentrations of the bicarbonate buffer system in Tibetan people. Indirect methods were used to establish the reference interval (RI) for total carbon dioxide (tCO2) based on big data from the adult population of Tibet, a high-altitude area in Western China.
Methods: Anonymous tCO2 test data (n = 442,714) were collected from the People's Hospital of the Tibet Autonomous Region from January 2018, to December 2021. Multiple linear regression and variance component analyses were performed to assess the effects of sex, age, and race on tCO2 levels. Indirect methods, including Hoffmann, Bhattacharya, expectation maximization (EM), kosmic and refineR, were used to calculate the total RI and ethnicity-partitioned RI.
Results: A total of 230,821 real-world tCO2 test results were eligible. Sex, age, and race were significantly associated with the tCO2 levels. The total and ethnically-partitioned RIs estimated using the five indirect methods were comparable. The total RI of tCO2 was 14-24 mmol/L (calculated using Hoffmann and refineR) and 15-24 mmol/L (Bhattacharya, EM and kosmic). For Han nationality, the RIs were 14-25 mmol/L (calculated using Hoffmann and Bhattacharya), 16-23 mmol/L (EM), 15-24 mmol/L (kosmic), and 14.2-24.5 mmol/L (refineR). For the Tibetan population, the RIs were 14-24 mmol/L (calculated using Hoffmann and refineR), 15-24 mmol/L (Bhattacharya and kosmic), and 15-23 mmol/L (EM). The established RIs were significantly lower than those living at lower altitudes area (22-29 mmol/L) that was provided by the manufacturer.
Conclusion: The tCO2 RI of the populations living on the Tibetan Plateau was significantly lower than those at the lower altitudes. The RIs established using indirect methods are suitable for clinical applications in Tibet.
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http://dx.doi.org/10.1016/j.clinbiochem.2023.110631 | DOI Listing |
Matern Child Health J
September 2025
University of Southern California, 1845 N Soto St, Los Angeles, CA, 90032, USA.
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J Interv Card Electrophysiol
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Cardiac Ablation Solutions, Medtronic, Minneapolis, MN, USA.
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View Article and Find Full Text PDFActa Neurochir (Wien)
September 2025
Department of Neurosurgery, Medical University of Gdańsk, Gdańsk, Poland.
Purpose: Moyamoya disease (MMD) is a chronic cerebrovascular disorder characterized by progressive arterial stenosis and fragile collateral formation, elevating stroke risk. Revascularization is the standard treatment, yet up to 27% of patients experience ischemic events within a year due to bypass insufficiency. While digital subtraction angiography (DSA) remains the gold standard for assessing bypass function, it is invasive and time-consuming.
View Article and Find Full Text PDFJ Public Health (Oxf)
September 2025
Department of Psychology, Università Cattolica Del Sacro Cuore, L.go Gemelli 1, 20123, Milan, Italy.
Background: Antimicrobial resistance (AMR) represents a growing challenge to both individual and public health, driven by the excessive and inappropriate use of antibiotics. Studies emphasize a widespread lack of knowledge regarding proper antibiotic use and the mechanisms of antibiotic resistance. This study aims to explore the relationships between citizens' health engagement and attitudes towards antibiotic consumption (Hypothesis 1, Hypothesis 2) and explores the role of orientation to health literacy as a mediator of these relationships (Hypothesis 3).
View Article and Find Full Text PDFNat Sci Sleep
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Department of Geriatrics, Tianjin Medical University General Hospital; Tianjin Key Laboratory of Elderly Health; Tianjin Geriatrics Institute, Tianjin, People's Republic of China.
Background: Sleep and frailty are established influencing factors for cardiometabolic diseases (CMDs). However, their joint effects on cardiometabolic multimorbidity (CMM) in older adults remain poorly understood. This study aimed to assess the joint effect of sleep health and frailty on CMD prevalence and severity, with an emphasis on subgroup-specific health risk profiles.
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