Objective To evaluate the predictive value of different machine learning models constructed in a multicenter environment for potential organ donors and verify their clinical application feasibility. Methods The study included 2 000 inpatients admitted to five domestic tertiary hospitals from January 2020 to December 2023, who met the criteria for potential organ donation assessment. They were randomly divided into a training set and an internal validation set (7∶3). Another 300 similar patients admitted to the First Affiliated Hospital of Harbin Medical University from January 2024 to April 2025 were included as an external validation set. The area under the curve (AUC), sensitivity, specificity, accuracy and F1-score of three models were compared, and the consistency of the potential organ donor determination process was tested. Multivariate logistic regression analysis was used to identify predictive factors of potential organ donors. Decision curve analysis (DCA) was employed to verify the resource efficiency of each model, and the threshold interval and intervention balance point were assessed. Results Apart from age, there were no significant differences in other basic characteristics among the centers (all P>0.05). The consistency of the potential organ donor determination process among researchers in each center was good [all 95% confidence interval (CI) lower limits >0]. In the internal validation set, the XGBoost model had the best predictive performance (AUC=0.92, 95% CI 0.89-0.94) and the best calibration (P=0.441, Brier score 0.099). In the external validation set, the XGBoost model also had the best predictive performance (AUC=0.91, 95% CI 0.88-0.94), outperforming logistic regression and random forest models. Multivariate logistic regression showed that mechanical ventilation had the greatest impact (odds ratio=2.06, 95% CI 1.54-2.76, P<0.001). DCA indicated that the XGBoost model had the highest net benefit in the threshold interval of 0.2-0.6. The “treat all” strategy only had a slight advantage at extremely low thresholds. The recommended threshold interval, which balances intervention costs and clinical benefits, considers ≥50% positive predictive value (PPV) and ≤50 referrals per 100 high-risk patients. Conclusions The XGBoost model established in a multicenter environment is accurate and well-calibrated in predicting potential organ donors. Combined with DCA, it may effectively guide the timing of clinical interventions and resource allocation, providing new ideas for the assessment and management of organ donation after brain death.

Objective To investigate the efficacy and safety of Linaclotide combined with Simethicone oil and compound polyethylene glycol electrolyte(PEG)for cleansing effect of bowel in patients with constipation.Methods A prospective randomized controlled trial was designed and implemented by single blind method.383 patients with constipation who underwent colonoscopy from April 2023 to August 2024 were enrolled and randomly divided into routine group(128 cases),experimental group A(128 cases)and experimental group B(127 cases).Routine group treated with 3 L PEG,experimental group A treated with 290 μg Linaclotide+2 L PEG and experimental group B treated with 290 μg Linaclotide+30 mL Simethicone+2 L PEG.Bowel preparation effect[Boston bowel preparation scale(BBPS)scores and foaming removal effect],lesion detection rate,first defecation interval,frequency of defecation,the success rate of cecal intubation,the insertion time of colonoscopy,the withdrawal time of colonoscopy,incidence of adverse reactions and willingness to repeat examination of the three groups were compared.Results No statistically significant differences were observed in the BBPS scores among the three groups(P>0.05);The foaming removal effect score in experimental group B was significantly lower than that in routine group and experimental group A,the difference was statistically significant(P<0.05);The total lesion detection rate and polyps detection rate of experimental group B were significantly higher than those of routine group and experimental group A,the differences were statistically significant(P<0.05).The first defecation interval of the routine group was significantly longer than that of experimental group A and experimental group B,the difference was statistically significant(P<0.05);The frequency of defecation was compared among the three groups,and the difference was no statistically significant(P>0.05).The success rate of cecal intubation in the three groups was 100.0%,and the insertion time of colonoscopy was similar,the differences were not statistically significant(P>0.05);The withdrawal time of colonoscopy in experimental group B was significantly shorter than that in routine group and experimental group A,the difference was statistically significant(P<0.05).The incidence of abdominal distension and total adverse reactions in the routine group were higher than those in experimental group A and experimental group B,the differences were statistically significant(P<0.05);The willingness to repeat examination rate of the routine group was significantly lower than that of experimental group A and experimental group B,the differences were statistically significant(P<0.05).Conclusion 290 μg Linaclotide combined with 30 mL Simethicone and 2 L PEG solution regimen has advantages in intestinal preparation for patients with constipation,and can achieve better intestinal cleaning effect than 3 L PEG solution and 290 μg linalopeptide+2 L PEG solution regimen,with higher safety and willingness to repeat examination.It can be recommended for bowel preparation for patients with constipation.

Objective:To explore the mechanisms of oxaliplatin resistance mediated by TET2 methylation in the treatment of acute lymphoblastic leukemia (ALL) using bioinformatics methods.Methods:The data on drug-resistant and sensitive cell lines related to oxaliplatin treatment for ALL were download using the Genomics of Drug Sensitivity in Cancer (GDSC) database (updated in December 2023); the drug-resistant cell lines were screened based on half maximal inhibitory concentration ( IC50) > 10 μmol/L, and the difference in IC50 between drug-resistant and sensitive cell lines were analyzed using Mann-Whitney U test. The cancer driver mutation genes in drug-resistant cell lines were retrieved using the Cancer Cell Line Encyclopedia (CCLE) database (updated in December 2023). Using the protein-protein interaction (PPI) network functional enrichment analysis (STRING) database (updated in June 2024), PPI network analysis was performed on cancer driver mutation genes with biological functions. A confidence threshold of ≥ 0.7 (high confidence) and an average network node degree above 4 (high average) were selected to screen for cancer driver mutation genes with significant biological functions. Using the microRNA Data Integration Portal (mirDIP) database (updated in June 2024), the coexpression data of microRNA (miRNA) and mutant target genes were queried, miRNA-target gene pairs were screened according to the highest score threshold of 1% miRNA and interaction score > 0.9, and the regulatory effect of miRNA on mutant genes was analyzed. DNA methylation data were download from the Methylation in Human Cancer (MethHC) database (updated in June 2024) and the methylSig R software package was used to analyze the differentially methylated regions (DMR) of DNA methylation between drug-resistant and sensitive cell lines; genes with P < 0.05 and absolute difference > 0.2 were selected, and they were divided into high methylation gene group and low methylation gene group. Spearman correlation analysis and Spearman rank test were performed for the degree of methylation and gene expression, and the key genes with P < 0.01 were screened to reveal the relationship between methylation degree and gene expression. Results:As a result of searching the GDSC database, there were a total of 9 drug-resistant cell lines and 17 sensitive cell lines related to oxaliplatin treatment for ALL; after Z-score normalization of IC50 data between drug-resistant and sensitive cell lines, the average rank of drug-resistant cell lines was 21, and the average rank of sensitive cell lines was 8.5, with a statistically significant difference ( Z = -4.08, P < 0.01). Eight cancer driver mutation genes with significant biological functions that lead to drug resistance of the cell lines were screened using the CCLE database and STRING database. According to the mirDIP database, there were a total of 12 pairs of miRNA-target gene pairs with miRNA-target gene interaction scores >0.9. miRNA had strong regulatory effects on the expressions of NRAS and MAP2K1 target genes. In the MethHC database, the β values (numerical value of increased methylation level) of DMR for genes such as TP53, RXRG and SGIP in drug-resistant cell lines were 0.151, 0.165 and 0.149, respectively, compared to those in sensitive cell lines, the differences were statistically significant (all P < 0.01). The degree of methylation of SGIP gene was negatively correlated with the relative expression level of SGIP mRNA ( r = -0.71, P < 0.01), and SGIP gene underwent high methylation at promoter site 143886940. The cg08321569 locus in the TET2 gene domain of drug-resistant cell lines exhibited persistent high methylation, with a methylation level of β = 0.89. This locus was located 1.2 kb downstream of the transcription start point of exon 4, and the degree of TET2 methylation was negatively correlated with the relative expression level of TET2b mRNA ( r = -0.81, P < 0.01). Conclusions:TET2 methylation may be an important factor for oxaliplatin resistance in the treatment of ALL.

The ambiguity of etiology makes temporomandibular joint osteoarthritis (TMJOA) "difficult-to-treat". Emerging evidence underscores the therapeutic promise of exosomes in osteoarthritis management. Nonetheless, challenges such as low yields and insignificant efficacy of current exosome therapies necessitate significant advances. Addressing lower strontium (Sr) levels in arthritic synovial microenvironment, we studied the effect of Sr element on exosomes and miRNA selectively loading in synovial mesenchymal stem cells (SMSCs). Here, we developed an optimized system that boosts the yield of SMSC-derived exosomes (SMSC-EXOs) and improves their miRNA profiles with an elevated proportion of beneficial miRNAs, while reducing harmful ones by pretreating SMSCs with Sr. Compared to untreated SMSC-EXOs, Sr-pretreated SMSC-derived exosomes (Sr-SMSC-EXOs) demonstrated superior therapeutic efficacy by mitigating chondrocyte ferroptosis and reducing osteoclast-mediated joint pain in TMJOA. Our results illustrate Alix's crucial role in Sr-triggered miRNA loading, identifying miR-143-3p as a key anti-TMJOA exosomal component. Interestingly, this system is specifically oriented towards synovium-derived stem cells. The insight into trace element-driven, site-specific miRNA selectively loading in SMSC-EXOs proposes a promising therapeutic enhancement strategy for TMJOA.
MicroRNAs/metabolism* ; Mesenchymal Stem Cells/drug effects* ; Osteoarthritis/drug therapy* ; Exosomes/drug effects* ; Strontium/pharmacology* ; Synovial Membrane/cytology* ; Humans ; Animals ; Temporomandibular Joint Disorders/therapy* ; Temporomandibular Joint

Objective To translate the Maternal Childbirth Fatigue Perception Questionnaire(MCFQ)into Chinese and examine its reliability and validity among women undergoing vaginal deliv-ery.Methods Following the Brislin translation model,the MCFQ was translated,back-translated,culturally adapted and pre-tested to develop a Chinese version.By using the convenience sampling method,574 parturients were selected for a questionnaire survey from January to April 2024,and the reliability and validity of the Chinese questionnaire were evaluated.Results The Chinese version of MCFQ consisted of 3 dimensions and 13 items,namely physical fatigue(7 items),perceived fatigue(3 items)and emotional fatigue(3 items).The item-level content validity index ranged from0.813 to 1.000,and the scale-level content validity index was 0.938.The overall Cronbach's α coefficient of the scale was 0.870,and the split-half reliability coefficient was 0.848.Confirmatory factor analysis demonstrated that the question naire had a good fit.Conclusion The Chinese version of MCFQ has good reliability and validity and can be used as an effective tool to assess the fatigue level of parturients during the delivery process.It is helpful for clinical medical staff to optimize the management of the la-bor process,improve the quality of delivery,and ensure the safety of mothers and infants.

Objective:To study the effect of repetitive facilitative exercise (RFE) combined with repetitive transcranial magnetic stimulation (rTMS) on upper limb motor function in subacute stroke patients.Methods:A total of 80 patients with subacute stroke diagnosed and treated in the First Affiliated Hospital of Wenzhou Medical University from November 2023 to March 2024 were prospectively selected and divided into control group, RFE group, RFE+ low frequency rTMS group and RFE+ high frequency rTMS group by random number table method, with 20 cases in each group. The control group received conventional rehabilitation therapy, the RFE group received conventional rehabilitation therapy +RFE, the RFE+ low frequency rTMS group received conventional rehabilitation therapy +RFE+ low frequency (1 Hz) rTMS therapy, and the RFE+ high frequency rTMS group received conventional rehabilitation therapy +RFE+ high frequency (10 Hz) rTMS therapy. All of four groups were treated continuously for 2 weeks. The changes of Fugl-Meyer Scale (Motor Function) Upper Limb (FMA-UE) score, Modified Ashworth Scale (MAS) score, Modified Barthel Index (MBI) score, hemiplegic hand grip strength and BrunnstromScale (BRSS) score before and after treatment were compared among the four groups.Results:There were no statistical differences in the FMA-UE score, MAS grade, MBI score and hemiplegic hand grip strength among the four groups before treatment ( P>0.05). After treatment, the FMA-UE, MBI scores and hemiplegic hand grip strength were increased in the four groups, and MAS grade were decreased, there were statistical differences ( P<0.05). RFE+ low-frequency rTMS group had the highest FMA-UE, MBI score and hemiplegic hand grip strength, and MAS grade was the lowest, and compared with RFE+ high-frequency rTMS group, there were statistical differences : (43.65 ± 2.11) scores vs. (40.95 ± 2.12) scores, (49.20 ± 4.06) scores vs. (44.80 ± 2.48) scores, (32.45 ± 2.59) kg vs. (29.30 ± 2.94) kg, (0.37 ± 0.09) grade vs. (0.56 ± 0.10) grade, P<0.01. The BRSS unupgradingrate among the four groups after treatment were 10/20, 8/20, 2/20, 5/20, there was statistical difference ( χ2 = 8.65, P = 0.031), and the RFE+ low-frequency rTMS group had the lowest number of BRSS unupgraded cases. Conclusions:The efficacy of RFE combined with low-frequency rTMS in the treatment of subacute stroke is obvious, which is conducive to promoting the recovery of muscle strength, grip strength and motor function of the hemiplegic side of the patients.

Objective:To investigate the clinical efficacy of extended abdominal wall resec-tion combined with reconstruction for abdominal wall aggressive fibromatosis (AF).Methods:The retrospective and descriptive study was conducted. The clinical data of 70 patients with abdominal wall AF who were admitted to 3 medical centers, including The First Affiliated Hospital of the University of Science and Technology of China, between January 2009 and July 2024 were collected. There were 6 males and 64 females, aged (36±13)years. All patients underwent extended abdominal wall resection combined with abdominal wall reconstruction. Observation indicators: (1) surgical situations; (2) tumor recurrence and postoperative complications. Comparisons of measurement data with skewed distribution between groups was conducted using the Mann-Whitney U test. Comparison of count data between groups was conducted using the chi-square test. Results:(1)Surgical situations. All 70 patients underwent extended abdominal wall resection combined with abdominal wall recons-truction. The operation time was 90(91)minutes and duration of postoperative hospital stay was 10(6)days. Of the 70 patients, 41 patients underwent abdominal wall AF resection plus polypropylene mesh abdominal wall reconstruction, with a defect area of 60(54)cm2. The mesh placement method was uniformly Sublay repair. The remaining 29 patients underwent abdominal wall AF resection plus direct suture repair, with a defect area of 34(31)cm2. There was a significant difference in the abdominal wall defect area between the two groups ( U=291.00, P<0.05). All 70 patients achieved R 0 resection. The distance from surgical margin to tumor edge was 2-3 cm in 39 cases and >3 cm in 31 cases. (2) Tumor recurrence and postoperative complications. All 70 patients were followed up for 78(90)months. During follow-up, 10 patients developed tumor recurrence (5 cases with mesh reinforced abdominal wall reconstruction and 5 cases with direct suture repair). Among them, one case was monitored, one case underwent radiotherapy, and neither received further surgical treatment. The remaining 8 patients underwent repeat R 0 resection, and no further recurrence occurred. There was no significant difference in recurrence rate between the patients with mesh reconstruction and patients with direct suture repair ( χ2=0.06, P>0.05). The postoperative recurrence rate was 9.7%(3/31) in patients with the distance from surgical margin to tumor edge >3 cm, versus 17.9%(7/39) in patients with the distance from surgical margin to tumor edge of 2-3 cm, showing no significant difference between them ( χ2=0.97, P>0.05). Sixty patients had no tumor recurrence. During follow-up, none of the 70 patients developed incisional hernia. Two patients experienced postoperative wound infection, and 6 cases developed postoperative chronic pain. Conclusion:Extended abdominal wall resection combined with reconstruction is safe and feasible for abdominal wall AF.

Objective:To study the effect of repetitive facilitative exercise (RFE) combined with repetitive transcranial magnetic stimulation (rTMS) on upper limb motor function in subacute stroke patients.Methods:A total of 80 patients with subacute stroke diagnosed and treated in the First Affiliated Hospital of Wenzhou Medical University from November 2023 to March 2024 were prospectively selected and divided into control group, RFE group, RFE+ low frequency rTMS group and RFE+ high frequency rTMS group by random number table method, with 20 cases in each group. The control group received conventional rehabilitation therapy, the RFE group received conventional rehabilitation therapy +RFE, the RFE+ low frequency rTMS group received conventional rehabilitation therapy +RFE+ low frequency (1 Hz) rTMS therapy, and the RFE+ high frequency rTMS group received conventional rehabilitation therapy +RFE+ high frequency (10 Hz) rTMS therapy. All of four groups were treated continuously for 2 weeks. The changes of Fugl-Meyer Scale (Motor Function) Upper Limb (FMA-UE) score, Modified Ashworth Scale (MAS) score, Modified Barthel Index (MBI) score, hemiplegic hand grip strength and BrunnstromScale (BRSS) score before and after treatment were compared among the four groups.Results:There were no statistical differences in the FMA-UE score, MAS grade, MBI score and hemiplegic hand grip strength among the four groups before treatment ( P>0.05). After treatment, the FMA-UE, MBI scores and hemiplegic hand grip strength were increased in the four groups, and MAS grade were decreased, there were statistical differences ( P<0.05). RFE+ low-frequency rTMS group had the highest FMA-UE, MBI score and hemiplegic hand grip strength, and MAS grade was the lowest, and compared with RFE+ high-frequency rTMS group, there were statistical differences : (43.65 ± 2.11) scores vs. (40.95 ± 2.12) scores, (49.20 ± 4.06) scores vs. (44.80 ± 2.48) scores, (32.45 ± 2.59) kg vs. (29.30 ± 2.94) kg, (0.37 ± 0.09) grade vs. (0.56 ± 0.10) grade, P<0.01. The BRSS unupgradingrate among the four groups after treatment were 10/20, 8/20, 2/20, 5/20, there was statistical difference ( χ2 = 8.65, P = 0.031), and the RFE+ low-frequency rTMS group had the lowest number of BRSS unupgraded cases. Conclusions:The efficacy of RFE combined with low-frequency rTMS in the treatment of subacute stroke is obvious, which is conducive to promoting the recovery of muscle strength, grip strength and motor function of the hemiplegic side of the patients.

Objective To investigate the efficacy and safety of Linaclotide combined with Simethicone oil and compound polyethylene glycol electrolyte(PEG)for cleansing effect of bowel in patients with constipation.Methods A prospective randomized controlled trial was designed and implemented by single blind method.383 patients with constipation who underwent colonoscopy from April 2023 to August 2024 were enrolled and randomly divided into routine group(128 cases),experimental group A(128 cases)and experimental group B(127 cases).Routine group treated with 3 L PEG,experimental group A treated with 290 μg Linaclotide+2 L PEG and experimental group B treated with 290 μg Linaclotide+30 mL Simethicone+2 L PEG.Bowel preparation effect[Boston bowel preparation scale(BBPS)scores and foaming removal effect],lesion detection rate,first defecation interval,frequency of defecation,the success rate of cecal intubation,the insertion time of colonoscopy,the withdrawal time of colonoscopy,incidence of adverse reactions and willingness to repeat examination of the three groups were compared.Results No statistically significant differences were observed in the BBPS scores among the three groups(P>0.05);The foaming removal effect score in experimental group B was significantly lower than that in routine group and experimental group A,the difference was statistically significant(P<0.05);The total lesion detection rate and polyps detection rate of experimental group B were significantly higher than those of routine group and experimental group A,the differences were statistically significant(P<0.05).The first defecation interval of the routine group was significantly longer than that of experimental group A and experimental group B,the difference was statistically significant(P<0.05);The frequency of defecation was compared among the three groups,and the difference was no statistically significant(P>0.05).The success rate of cecal intubation in the three groups was 100.0%,and the insertion time of colonoscopy was similar,the differences were not statistically significant(P>0.05);The withdrawal time of colonoscopy in experimental group B was significantly shorter than that in routine group and experimental group A,the difference was statistically significant(P<0.05).The incidence of abdominal distension and total adverse reactions in the routine group were higher than those in experimental group A and experimental group B,the differences were statistically significant(P<0.05);The willingness to repeat examination rate of the routine group was significantly lower than that of experimental group A and experimental group B,the differences were statistically significant(P<0.05).Conclusion 290 μg Linaclotide combined with 30 mL Simethicone and 2 L PEG solution regimen has advantages in intestinal preparation for patients with constipation,and can achieve better intestinal cleaning effect than 3 L PEG solution and 290 μg linalopeptide+2 L PEG solution regimen,with higher safety and willingness to repeat examination.It can be recommended for bowel preparation for patients with constipation.

Objective:To investigate the clinical efficacy of extended abdominal wall resec-tion combined with reconstruction for abdominal wall aggressive fibromatosis (AF).Methods:The retrospective and descriptive study was conducted. The clinical data of 70 patients with abdominal wall AF who were admitted to 3 medical centers, including The First Affiliated Hospital of the University of Science and Technology of China, between January 2009 and July 2024 were collected. There were 6 males and 64 females, aged (36±13)years. All patients underwent extended abdominal wall resection combined with abdominal wall reconstruction. Observation indicators: (1) surgical situations; (2) tumor recurrence and postoperative complications. Comparisons of measurement data with skewed distribution between groups was conducted using the Mann-Whitney U test. Comparison of count data between groups was conducted using the chi-square test. Results:(1)Surgical situations. All 70 patients underwent extended abdominal wall resection combined with abdominal wall recons-truction. The operation time was 90(91)minutes and duration of postoperative hospital stay was 10(6)days. Of the 70 patients, 41 patients underwent abdominal wall AF resection plus polypropylene mesh abdominal wall reconstruction, with a defect area of 60(54)cm2. The mesh placement method was uniformly Sublay repair. The remaining 29 patients underwent abdominal wall AF resection plus direct suture repair, with a defect area of 34(31)cm2. There was a significant difference in the abdominal wall defect area between the two groups ( U=291.00, P<0.05). All 70 patients achieved R 0 resection. The distance from surgical margin to tumor edge was 2-3 cm in 39 cases and >3 cm in 31 cases. (2) Tumor recurrence and postoperative complications. All 70 patients were followed up for 78(90)months. During follow-up, 10 patients developed tumor recurrence (5 cases with mesh reinforced abdominal wall reconstruction and 5 cases with direct suture repair). Among them, one case was monitored, one case underwent radiotherapy, and neither received further surgical treatment. The remaining 8 patients underwent repeat R 0 resection, and no further recurrence occurred. There was no significant difference in recurrence rate between the patients with mesh reconstruction and patients with direct suture repair ( χ2=0.06, P>0.05). The postoperative recurrence rate was 9.7%(3/31) in patients with the distance from surgical margin to tumor edge >3 cm, versus 17.9%(7/39) in patients with the distance from surgical margin to tumor edge of 2-3 cm, showing no significant difference between them ( χ2=0.97, P>0.05). Sixty patients had no tumor recurrence. During follow-up, none of the 70 patients developed incisional hernia. Two patients experienced postoperative wound infection, and 6 cases developed postoperative chronic pain. Conclusion:Extended abdominal wall resection combined with reconstruction is safe and feasible for abdominal wall AF.