[This corrects the article DOI: 10.1016/j.apsb.2022.05.019.].

Objective: To establish a machine learning-based precision blood donor recruitment model at the county level and assess its generalizability and applicability. Methods: A retrospective study was conducted using blood donation and SMS recruitment data from the Taicang Branch of the Suzhou Blood Center between 2019 and 2024. Multiple machine learning algorithms were employed, including extreme gradient boosting, support vector machine, k-nearest neighbor, logistic regression, decision tree, random forest, and multilayer perceptron. These were combined with techniques such as synthetic minority oversampling, undersampling, and cost-sensitive learning (using MFE and MSFE loss functions). Model parameters were optimized through grid search to identify the best-performing model. Results: In a prospective comparative study against conventional methods, the machine learning models increased the recruitment success rate among high-willingness donors by an average of 129.15%, and the recruitment efficiency per SMS improved by 125.02% compared with the traditional method. Under full-scale SMS sending, the recruitment rate per SMS increased by 42.61%, and SMS sending efficiency improved by 31.77%, significantly enhancing recruitment performance. Conclusion: This study represents the first application of a machine learning-based precision donor recruitment model at the county-level in China. The precise recruitment framework not only improves recruitment efficiency and reduces recruitment costs but also demonstrates strong scalability and generalizability. It provides a scientific and feasible intelligent pathway to ensure the safety and sustainability of the blood supply.

【Objective】 To explore the effect of autologous platelet-rich plasma(PRP) in the treatment of dry eye syndrome. 【Methods】 A total of 64 patients with dry eye treated in the Ophthalmology Department of Jingdong Sino-American Hospital of Hebei Province from March to November 2023 were randomly selected for the study. The patients were divided into observation group and control group according to the random number table method, with 32 cases and 64 eyes in each group. The control group was treated with artificial tears of polyvinyl alcohol without preservatives, and the observation group was treated with PRP eye drops. The clinical efficacy and adverse reactions of the two groups were compared. Overall efficacy, duration of symptom resolution, ocular surface disease index (OSDI), tear film break up time (TBUT), schirmer's test(St) and corneal fluorescein staining (CFS) results of the two groups were observed and compared in 4 weeks. 【Results】 After 4 weeks of treatment, the total effective rate of observation group was 96.88%(31/32), which was significantly higher than that of control group 84.38%(27/32), with statistical significance (P<0.05). After treatment, the St, TBUT, CFS, OSDI and lacrimal river height in observation group were significantly superior to control group, with statistical significance (P<0.05). The disappearance time of dryness, visual fatigue and foreign body sensation in the observation group was shorter than that in the control group, and the difference was statistically significant (P<0.05). The incidence of adverse reactions in the observation group was 46.875%(15/32), and there was no significant difference between the observation group and the control group. 【Conclusion】 Autologous PRP is an effective and safe choice for the treatment of dry eye syndrome, which is worthy of further study and confirmation.

Metabolic reprogramming is a hallmark of cancer, including lung cancer. However, the exact underlying mechanism and therapeutic potential are largely unknown. Here we report that protein arginine methyltransferase 6 (PRMT6) is highly expressed in lung cancer and is required for cell metabolism, tumorigenicity, and cisplatin response of lung cancer. PRMT6 regulated the oxidative pentose phosphate pathway (PPP) flux and glycolysis pathway in human lung cancer by increasing the activity of 6-phospho-gluconate dehydrogenase (6PGD) and α-enolase (ENO1). Furthermore, PRMT6 methylated R324 of 6PGD to enhancing its activity; while methylation at R9 and R372 of ENO1 promotes formation of active ENO1 dimers and 2-phosphoglycerate (2-PG) binding to ENO1, respectively. Lastly, targeting PRMT6 blocked the oxidative PPP flux, glycolysis pathway, and tumor growth, as well as enhanced the anti-tumor effects of cisplatin in lung cancer. Together, this study demonstrates that PRMT6 acts as a post-translational modification (PTM) regulator of glucose metabolism, which leads to the pathogenesis of lung cancer. It was proven that the PRMT6-6PGD/ENO1 regulatory axis is an important determinant of carcinogenesis and may become a promising cancer therapeutic strategy.

OBJECTIVE: To investigate the inhibitory effect of Zhenwu Decoction on ventricular hypertrophy in rats with uremic cardiomyopathy and explore the mechanism. METHODS: Cardiocytes isolated from suckling rats were divided into control group and indoxyl sulfate (IS) group, and the protein synthesis was assayed with [H]- leucine incorporation and cellular protein expressions were detected using Western blotting. Fifty SD rats were randomly divided into sham operation group, model group, and low- and high-dose Zhenwu Decoction treatment groups, and except for those in the sham operation group, all the rats underwent 5/6 nephrectomy. Four weeks after the operation, the rats in low- and high-dose treatment groups were given Zhenwu Decoction gavage at the dose of 4.5 g/kg and 13.5 g/kg, respectively; the rats in the sham-operated and model groups were given an equal volume of distilled water. After 4 weeks of treatment, serum levels of IS were determined, and cardiac and ventricular mass indexes were measured in the rats; cardiac ultrasound was performed and Western blotting was used to measure the expressions of BNP, p-ERK1/2, p-p38 and p-JNK in the myocardium. RESULTS: Rat cardiomyocytes treated with IS showed significantly enhanced protein synthesis and increased expression levels of BNP, p-erk1/2, and p-p38 as compared with the control cells ( < 0.01), but the expression of p-jnk was comparable between the two groups. In the animal experiment, the rats in the model group showed significantly increased serum creatinine (SCr) and urea nitrogen (BUN) levels, 24-h urine protein (24 hUpro), plasma IS level, left ventricular mass index (LVMI) and whole heart mass index (HMI) compared with those in the sham group ( < 0.01); Both LVESD and LVEDD were significantly reduced and LVAWS, LVAWD, LVPWS and LVPWD were significantly increased in the model rat, which also presented with obvious cardiomyocyte hypertrophy and increased myocardial expressions of BNP, p-ERK1/2, p-p38 and p-jnk ( < 0.01). Compared with the rats in the model group, the rats treated with low-dose and high-dose Zhenwu Decoction had significantly lowered levels of SCr, BUN, 24 hUpro and IS ( < 0.05) and decreased LVMI and HMI; LVESD, LVEDD, LVPWS, LVAWS, and LVAWD were improved more obviously in the high-dose group, and the myocardial expressions of BNP, p-ERK1/2, p-p38 and p-JNK was significantly downregulated after the treatment. CONCLUSIONS Zhenwu Decoctin can reduce plasma IS levels and inhibit ventricular hypertrophy to delay ventricular remodeling in rats with uremic cardiomyopathy.
Animals ; Blood Urea Nitrogen ; Cardiomegaly ; prevention & control ; Cardiomyopathies ; complications ; Creatinine ; blood ; Drugs, Chinese Herbal ; pharmacology ; Heart Ventricles ; Indican ; blood ; pharmacology ; Myocytes, Cardiac ; drug effects ; metabolism ; Nephrectomy ; Random Allocation ; Rats ; Rats, Sprague-Dawley

OBJECTIVE: To identify pathogenic mutation for a family with neurofibromatosis type 1(NF1) and provide prenatal diagnosis for them. METHODS: Mutation analysis of the sporadic family with NF1 was performed with target captured next generation sequencing and Sanger sequencing. RNA samples were extracted from the lymphocytes of NF1 patient and her parents. RT-PCR and Sanger sequencing were performed to analyze the relative mRNA expression in the samples. Prenatal diagnosis of the pathogenic mutation was offered to the fetus. RESULTS: A novel splicing mutation c.1260+4A>T in the gene was found in the proband of the family, but was not found in her parents.cDNA sequencing showed that 13 bases inserted into the 3' end of exon 11 in the gene lead to a frameshift mutation. Prenatal diagnosis suggested that the fetus did not carried the mutant. CONCLUSIONS The : c.1260+4A>T mutation found in the NF1 patient is considered to be pathogenic, which provides information for family genetic counseling and prenatal diagnosis.
DNA Mutational Analysis ; Female ; Frameshift Mutation ; Genetic Testing ; Humans ; Male ; Neurofibromatosis 1 ; diagnosis ; genetics ; Pregnancy ; Prenatal Diagnosis

Objective To evaluate the effects of dexmedetomidine plus sufentanil during postoperative analgesia on sleep quality in patients undergoing abdominal hysterectomy.Methods Sixty patients (aged 30-55 years,ASA Ⅰ or Ⅱ) scheduled for hysterectomy were randomly divided into the following 2 groups: group C (n=30,sufentanil) and group D (n=30,sufentanil plus dexmedetomidine).Polysomnography measures were performed,the night before surgery (PSG1),the first night after surgery (PSG2),and the second night after surgery (PSG3).In addition,pain levels (visual analogue scale,VAS),sedation levels,sufentanil consumptions,and possible adverse effects on MAP,HR and SpO2 were investigated.Results Compared with PSG1,N1 stage sleep in group C and N2 stage sleep in group D were significantly increased (P<0.05),N1 stage sleep at PSG2 and PSG3 in group D was decreased (P<0.05);N3 and REM stage sleep,sleep efficiency index and subjective sleep quality were decreased,arousal index was increased in two groups (P<0.05).Compared with group C,N1 stage sleep was decreased,and N2 stage sleep was increased at PSG2 and PSG3 in group D (P<0.05);sleep efficiency index,subjective sleep quality were increased,arousal index in group D was decreased (P<0.05).Patients in group D had a lower VAS score and cumulative sufentanil consumption,MAP,HR at 6,24,48 h after surgery (P<0.05) and a higher sedation score at 6,24 h after surgery than those in group C (P<0.05).Conclusion Besides offering effective analgesia,postoperative dexmedetomidine infusion has positive effects on sleep disturbance in patients undergoing hysterectomy.