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To find the predictors of early HCC based on the dynamic changes of HBV quasispecies, this study utilizing the second-generation sequencing (NGS) and high-order multiplex droplet digital PCR (ddPCR) technology to examine the HBV quasispecies in serum of total 247 subjects recruited from high-incidence area of HCC. In the discovery stage, 15 non-synonymous Single Nucleotide Polymorphisms (SNPs) with higher variant proportion in HCC case group were founded (all P<0.05). Furthermore, the variant proportions in some of these SNPs were observed changing regularly within 5 years before the onset of HCC, and 5 of them located in HBX, 2 in HBS and 2 in HBC. The HBV predominant quasispecies and their consensus sequences were identified by genetic evolution analysis, in which the high HBS and HBC quasispecies heterogeneity were found associated with the forming of multifarious quasispecies clones, and the HBX gene had the highest proportion of predominant quasispecies (46.7 % in HBX vs 12.7 % and 13.8 % in HBS and HBC respectively) with the key variations (G1512A, A1630G, T1753C/G/A, A1762T and G1764A) determined. In the validation stage, we confirmed that the combined double mutations of G1512A+A1630G, A1762T+G1764A, and the combined triple mutations of T1753C/G/A + A1762T+G1764A, all expressed higher in early HCC cases when comparing with control group (all P<0.05). We also demonstrated the advantages of ddPCR using in multi-variations detection in large-sample for early HCC surveillance and screening. So we think that the dynamic of key HBV variation positions and their different combinations determined by quasispecies anlysis in this study can act as the novel predictors of early hepatocarcinoma and suitable to popularize and apply in HCC screening.
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http://dx.doi.org/10.1016/j.virusres.2024.199317 | DOI Listing |
Infect Dis Ther
September 2025
Department of Nursing, Affiliated Hospital of Zunyi Medical University, Zunyi, 563000, China.
Introduction: Cognitive frailty (CF), which typically precedes dementia and functional decline, serves as a more robust predictor of adverse health outcomes compared to physical frailty alone, representing a critical challenge in promoting healthy aging among older people living with HIV (PLWH) aged ≥ 50 years. This study aimed to investigate the prevalence of cognitive frailty and identify its associated factors among PLWH aged ≥ 50 years.
Methods: A convenience sample of 344 PLWH ≥ 50 years was recruited from a tertiary Grade A hospital in Zunyi, China.
Clin Nurs Res
September 2025
Chonnam National University College of Nursing, Donggu, Gwangju, South Korea.
The increasing prevalence of diabetes mellitus (DM) and patients' lack of self-management awareness have led to a decline in health-related quality of life (HRQoL). Studies identifying potential risk factors for HRQoL in DM patients and presenting generalized models are relatively scarce. The study aimed to develop and evaluate a machine learning (ML)-based model to predict the HRQoL in adult diabetic patients and to examine the important factors affecting HRQoL.
View Article and Find Full Text PDFClin Nurs Res
September 2025
Xuzhou Medical University, Jiangsu Province, China.
This study aimed to develop and validate a machine learning-based predictive model for assessing the risk of fear of childbirth in pregnant women during late pregnancy. A cross-sectional observational study was conducted from November 2022 to July 2023, involving 406 pregnant women. Six machine learning algorithms, including Lasso-assisted logistic regression (LR), random forest (RF), eXtreme Gradient Boosting (XGB), support vector machine (SVM), Bayesian network (BN), and k-nearest neighbors (KNN), were used to construct the models with 10-fold cross-validation.
View Article and Find Full Text PDFAim To compare the results of primary percutaneous coronary intervention (PCI) for non-ST-segment elevation acute coronary syndrome (NSTE-ACS) in patients who recently recovered from COVID-19 with those not previously infected with SARS-CoV-2; to establish prognostic criteria for PCI complications, including stent thrombosis and restenosis (ST and SR) and progression of ischemic heart disease, and to determine ways to prevent them.Material and methods In 2021, middle-aged patients admitted to the Baku Central Clinical Hospital with a diagnosis of acute coronary syndrome who underwent urgent myocardial revascularization using percutaneous balloon angioplasty of the occluded coronary artery (CA) with implantation of a second-generation intracoronary drug-eluting stent were divided into two observation groups: the main group of 123 patients who had COVID-19 in the previous 6 months, and the control group of 112 patients who were not previously infected with SARS-CoV-2. The immediate results of PCI were assessed according to the TIMI scale; complications were assessed both clinically, by the incidence of severe complications (major adverse cardiovascular events, MACE), and angiographically, by the incidence of early and late ST and SR, and de novo stenosis that developed during the two-year observation period.
View Article and Find Full Text PDFKardiologiia
September 2025
Bakulev National Medical Research Cener for Cardiovascular Surgery.
Aim To compare the long-term effectiveness of cryoballoon ablation (CBA) and radiofrequency ablation (RFA) in patients with atrial fibrillation (AF).Material and methods This retrospective single-site study included 597 patients with AF who had undergone CBA (n=241) or RFA (n=356) between 2016 and 2024. The study participants included 355 men (59.
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