Background/Aims: Liver transplantation (LT) following total hepatectomy is a life-saving treatment for hepatocellular carcinoma (HCC). The HCC recurrence after LT hinders the effectiveness of the procedure. The objective of this study is to develop a pre-operative risk stratification model based on a liquid biopsy. Methods: We conducted a comprehensive multi-omics study of 260 HCC patients from three centers, including clinical data, low-coverage whole-genome sequencing of cell-free DNA (cfDNA) from plasma, as well as whole-exome, single-nucleus RNA, and spatial transcriptomics from matched tumor and non-tumor tissues. Results: We identified cfDNA-derived copy number alteration (CNA) signatures associated with post-transplant recurrence. By integrating cfDNA-derived CNA profiles with single-cell transcriptomic data, we traced recurrence-associated cfDNA to a distinct subpopulation of malignant cells within the primary tumor. These cells were embedded in a pro-metastatic microenvironment of specialized endothelial subtypes and cancer-associated fibroblasts. Notably, most recurrence-associated lesions were detectable in cfDNA prior to liver transplantation (LT). Building on these insights, we developed the ZJU Criteria based on CNA fragments and tumor markers, a pre-LT risk prediction tool that integrates conventional clinical factors with cfDNA-derived CNA signatures, and validated it using internal and independent external cohorts. Conclusion Our findings suggest that post-transplant recurrence commonly originates from advanced subclones that emerge late during tumor evolution. The ZJU Criteria provides an accurate, non-invasive strategy that significantly improves pre-LT risk stratification and clinical decision-making for patients with HCC.

Functional constipation （FC） is a clinically common functional bowel disorder characterized by a protracted course and associations with various chronic disorders and psychological abnormalities. Although not life-threatening， FC significantly impairs patients' quality of life. FC subtypes include slow-transit constipation （STC）， defecatory disorder （DD）， and normal-transit constipation （NTC）. The pathological mechanisms underlying FC have not been fully elucidated， and overall clinical efficacy remains unsatisfactory. Animal models of FC serve as essential tools for the study of disease mechanisms and the development of novel therapeutics. This article systematically reviews the current state of research on the animal models of FC and identifies that rodents， particularly rats and mice， are the most commonly used species. Dogs and pigs are also employed in complex intervention studies due to their physiological similarities to humans， though their use is limited by housing challenges and ethical considerations. Induction methods vary across different FC subtypes. STC models are primarily established with chemical agents such as loperamide or compound diphenoxylate. DD modeling often involves low-fiber diets combined with methylene blue injection or rectal narrowing. NTC modeling mainly relies on low-fiber dietary interventions. In addition， disease-syndrome combination models based on traditional Chinese medicine （TCM） theory have been developed， encompassing excess patterns such as heat accumulation， cold accumulation， and Qi stagnation， as well as deficiency patterns including Qi deficiency， blood deficiency， Yin deficiency， and Yang deficiency. These are achieved through an approach of disease model + syndrome induction， enabling the integration of mechanisms from both Western and TCM perspectives. Models are evaluated from two aspects： disease and syndrome manifestations （e.g.， colonic transit， secretory function， and TCM syndrome indicators such as mental state and body weight） and disease mechanisms （e.g.， enteric nervous system， interstitial cells of Cajal， smooth muscle cells， gut microbiota， and metabolites）. However， current research still faces challenges such as poor consistency in some models， non-specific interference in mechanism interpretation， insufficient studies on NTC， and lack of TCM tongue and pulse diagnosis in evaluation. Future efforts should focus on optimizing model stability and specificity to provide a more reliable experimental basis for investigating the pathological mechanisms of FC and developing therapeutic agents.

Objective To investigate the epidemiological characteristics of malaria and provide a basis for developing improved prevention and control measures. Methods Data were obtained from the Chinese Disease Prevention and Control Information System. Malaria surveillance data for Nanning City from January 1,2023, to December 31,2024, were exported from the Infectious Disease Reporting Information Management Subsystem. The characteristics of the two groups of malaria cases were compared. Results A total of 103 imported malaria cases were reported in Nanning City in 2024, representing a 38.32% decrease compared with the same period of the previous year. No statistically significant difference were observed between cases reported in 2023 and 2024 in terms of average age, gender ratio, proportion of parasite species, and monthly reporting distribution;however, statistically significant differences were found in the proportion of reporting areas and current residence areas(χ2= 13.572 and 10.355, respectively; P = 0.001 and 0.035, respectively). The proportion of cases reported in Shanglin County and the proportion of cases residing in Shanglin County were both lower than those during the same period of the previous year. Conclusions The high aggregation of imported malaria cases in Nanning City has decreased. Medical institutions in areas other than Shanglin County should strengthen their vigilance against malaria.

Purpose To explore the ultrasound characteristics of female breast cancer patients with different molecular types,and improve the diagnostic value of ultrasound.Materials and Methods The ultrasound diagnostic data of breast cancer patients in Xijing Hospital,the Air Force Medical University from January 2021 to July 2023 were retrospectively analyzed,and the ultrasound diagnosis of breast cancer patients from the aspects of molecular typing and related human epidermal growth factor receptor-2(HER-2)expression and Ki-67 expression were analyzed.Results A total of 1 405 patients were included in this study,including 240 patients with Luminal A type,631 patients with Luminal B type,162 patients with HER-2+hormone receptor(HR)-type,207 patients with HER-2+HR+type and 165 patients with triple-negative breast cancer.Among the ultrasound characteristics of female breast cancer with different molecular classifications,there were statistical differences in breast imaging reporting and data system classification,edge angulation,spiculation,posterior echo and calcification(χ2=13.652-143.178,all P<0.05).According to the analysis of different degrees of invasion,there were statistical differences in breast imaging reporting and data system classification,edge angulation,spiculation,posterior echo and calcification from the Lumina group(Luminal A,Luminal B)and the aggressive group(HER-2+HR-,HER-2+HR+and triple-negative)(χ2=4.702-17.587,all P<0.05).The HER-2-negative and HER-2-positive groups of patients had significant differences in shape,edge angulation,spiculation and calcification,with statistical differences(χ2=3.947-7.944,all P<0.05).According to the Ki-67 level analysis,it was found that edge angulation,spiculation and posterior echo were influencing factors,with statistical differences(χ2=9.309-56.380,all P<0.05).Conclusion Breast cancer with different molecular expression has its own ultrasound characteristics.Preoperative ultrasound can provide a certain reference basis for the diagnosis,treatment and prognosis assessment of breast cancer.

The advantages of few-shot learning in arrhythmia detection were introduced.The research progress of few-shot learning strategies,including metric learning,transfer learning and data augmentation,was reviewed when applied to arrhythmia detection.The limitations of few-shot learning in arrhythmia detection were analyzed.It was pointed out that the graph neural network and new incremental learning techniques would be involved in the future development of few-shot learning in arrhythmia detection.[Chinese Medical Equipment Journal,2025,46(8):104-112]

Objective To develop a foot pad for arch support after plantar skin grafting and evaluate its rehabilitation effect on scar tissue in the arch area of postoperative patients.Methods The foot pad for arch support after plantar skin grafting was fabricated from medical-grade silicone and comprised a pad body and an arch support component.The pad body featured shock-absorbing convex patterns on its surface,precision-cut grooves in the metatarsal region and an upwardly convex arch section;the arch support component consisted of an arch-supporting portion with heel reinforcement and a heel-supporting portion,both peripherally integrated with vibration-damping through-holes.Totally 82 burn patients undergoing grafting using plantar skin were selected and divided equally into a control group and an experimental group with the random number table method.In the control group,anti-scarring care such as applying silicone gel and pressure therapy by rehabilitation nurses was carried out immediately after the healing of the plantar skin removal site.In the experimental group,the foot pad was used for rehabilitation care besides the routine treatment in the control group.The two groups were compared in terms of scarring and adverse reactions at the plantar skin removal site.SPSS 25.0 software was used for statistical analysis.Results Within 1 week after healing,the number of patients in the experimental group who had subcutaneous bruising and rupture was less than that in the control group,and the difference was statistically significant(P＜0.05).At 3 months after healing,the experimental group behaved better than the control group in scarring,and the difference was statistically significant(P＜0.05).Conclusion The foot pad developed with simple structure and easy operation can be used for rehabilitation exercise of patients after plantar skinning.[Chinese Medical Equipment Journal,2025,46(3):115-117]

Objective This study aimed to investigate the antimicrobial resistance profiles of bacterial strains isolated from pediatric intensive care units(PICU)in China for better antimicrobial therapy.Methods Clinical isolates were collected from 17 institutions,including tertiary care children's hospitals and pediatric department of tertiary general hospitals in China from January 1,2020 to December 31,2022.Antimicrobial susceptibility testing was carried out according to a unified protocol using Kirby-Bauer method or automated systems.Results were interpreted according to the breakpoints released by the Clinical and Laboratory Standards Institute(CLSI)in 2020.Results A total of 10 688 isolates were collected,including gram-positive organisms(39.2％)and gram-negative organisms(60.8％).The top three organisms were S.aureus(13.6％,1 453/10 688),A.baumannii(10.0％,1 067/10 688),and coagulase-negative Staphylococcus(9.9％,1 058/10 688).Multi-drug resistant organisms(MDROs)were very common in children.The prevalence of methicillin-resistant Staphylococcus aureus(MRSA),carbapenem-resistant Enterobacterales(CRE),carbapenem-resistant E.coli,carbapenem-resistant K.pneumoniae(CRKP),carbapenem-resistant A.baumannii(CRAB),and carbapenem-resistant P.aeruginosa(CRPA)was 41.1％,19.4％,8.8％,30.9％,67.4％,and 28.8％,respectively.Overall,more than 50％of Enterobacteriales isolates were resistant to cephalosporins,while nearly 25％of Enterobacteriales isolates were resistant to carbapenems.MDROs were highly resistant to commonly used antibiotics.More than 80％of CRE and CRAB strains were resistant to all beta-lactam antibiotics.CRE and CRAB showed low resistance rates to tigecycline and polymyxin.CRPA showed lower resistance rates to piperacillin,beta-lactamase inhibitor combinations than the resistance rates to third and fourth generation cephalosporins.All of the Staphylococcus and Enterococcus isolates were susceptible to vancomycin and tigecycline.None of PRSP strains isolated from meningitis and nonmeningitis samples were resistant to rifampicin,vancomycin,or linezolid.The prevalence of β-lactamase-negative ampicillin-resistant(BLNAR)strains was 43.3％in Haemophilus influenzae.Conclusions MDROs were prevalent in PICU.It is necessary to establish an effective multidisciplinary team(MDT)to control the antimicrobial resistance.

Objective To explore the mediating role of mindful attention and awareness in depressive symptoms and insomnia severity among patients with comorbid depression and insomnia.Methods A cross-sectional study was conducted,enrolling 267 patients with comorbid depression and insomnia who were treated in the outpatient Department of Medical Psychology of Second Affiliated Hospital of Army Medical University,from March to May 2024.Basic demographic and clinical data were collected using a general information questionnaire.Depressive symptom severity was measured via the Patient Health Questionnaire-9(PHQ-9),insomnia severity via the Insomnia Severity Index(ISI),perceived stress via the Perceived Stress Scale-10(PSS-10),and mindful attention and awareness via the Mindful Attention Awareness Scale(MAAS).Pearson correlation analysis was used to examine the correlations between depressive severity,insomnia severity,perceived stress,and mindful attention and awareness.Mediation analysis was performed using Process 4.1.Results The PHQ-9 score was(13.80±5.98)and the ISI score was(17.10±5.56)in the 267 patients.Pearson correlation analysis showed that depressive severity and insomnia severity were positively correlated with perceived stress(r=0.531,0.351,P<0.001)and negatively correlated with mindful attention and awareness(r=-0.373,-0.350,P<0.001).Mediation analysis using Process 4.1 indicated that the combined mediating effect of mindful attention and awareness and insomnia between perceived stress level and depressive level was 0.157,with a 95%confidence interval(CI)of 0.102～0.217,and the total mediating effect was significant(P<0.001).Conclusion Perceived stress directly positively affects depression and indirectly exacerbates depression through insomnia as a mediator,and mindful attention and awareness can weaken the promoting effect of perceived stress on insomnia.

In this work,a fluorescent probe PIN was synthesized using indole-3-carbohydrazide and pyrenecarboxaldehyde as raw materials.PIN showed weak fluorescence emission in aqueous solution with acetonitrile volume fraction of 70％.However,when Cu2+was added to this aqueous solution of PIN,a new fluorescence emission peak appeared at 495 nm,and the intensity of this peak gradually increased with the increase of concentration of Cu2+,and also caused a significant change in the fluorescence color of the solution.In contrast,the addition of 15 kinds of other common metal ions did not cause such change.The detection limit of PIN for Cu2+was 78.7 nmol/L,which was much lower than the maximum permitting level of Cu2+in drinking water in hygienic standard for drinking water in China.Therefore,PIN was a highly selective and sensitive fluorescence-enhanced probe for Cu2+.Meanwhile,the addition of Cu2+could also cause a new absorption peak at 440 nm in the ultraviolet-visible absorption spectrum of the aqueous solution of PIN,and meanwhile the colorless PIN solution changed into yellow,exhibiting the performance of PIN as a colorimetric probe for Cu2+.By fitting with the Levenberg-Marquardt algorithm equation,the binding ratio of PIN to Cu2+was 2:1,and the binding constant was 3.42×1012 L2/mol2.In addition,the binding mode of PIN with Cu2+was explored by using proton nuclear magnetic resonance(1H NMR)titration experiments and density functional theory simulations.The results showed that the addition of Cu2+could cause the aggregation of PIN molecules to form excimers,thus showing highly selective recognition.Finally,PIN was made into a simple test strip,which could achieve rapid and convenient fluorescence detection of Cu2+in actual water samples.

Objective To explore the correlation of traditional Chinese medicine(TCM)syndrome elements with language function and activities of daily living(ADL)in patients suffering post-stroke aphasia(PSA).Methods Ninety-eight PSA patients hospitalized at the College of Rehabilitation Medicine,Fujian University of Traditional Chinese Medicine from April 2023 to April 2024 were selected.The language function,TCM syndrome elements,and their correlations were analyzed.Results(1)Among PSA patients,males outnumbered females.PSA patients exhibited different performances on various aphasia-related scales,with language impairments mainly concentrated in naming and spontaneous speech.(2)The distribution of TCM syndrome elements varied in PSA patients with different age groups.In the age group＜50 years old,qi obstruction(100.00%),phlegm syndrome(100.00%),and dampness syndrome(100.00%)were predominant.In the age group of 50-59 years old,phlegm syndrome(100.00%)and yang hyperactivity syndrome(96.30%)were predominant.In the age group of 60-69 years old,phlegm syndrome(100.00%)and yang hyperactivity syndrome(96.15%)were also predominant.In the age group of 70-79 years old,qi deficiency syndrome(100.00%)was predominant.In the age group of 80-89 years old,syndromes such as qi insecurity,qi obstruction,qi deficiency,phlegm,yang hyperactivity,blood stasis,wind stirring,and blood cold were concentrated(all 100.00%).However,there were no statistically significant differences in the distribution of TCM syndrome elements among various age groups(P＞0.05).(3)The distribution of deficiency and excess syndrome elements varied in PSA patients with different genders.Among deficiency syndrome elements,yang hyperactivity,qi deficiency,and yin deficiency were predominant in males,while yang hyperactivity,qi deficiency,and blood deficiency were predominant in females.Among excess syndrome elements,phlegm syndrome,qi obstruction,and dampness syndrome were predominant in males,while phlegm syndrome,qi obstruction,and qi stagnation syndrome were predominant in females.However,there were no statistically significant differences in the distribution of deficiency and excess syndrome elements between genders(P＞0.05).(4)After controlling the factors of age group and gender,partial correlation analysis of syndrome elements and language function showed that among the disease-location syndrome elements,spontaneous naming(r=-0.588,P=0.027)and sematic cued naming(r=-0.558,P=0.038)in the Boston Naming Test(BNT)were negatively correlated with the large intestine;among the disease-nature syndrome elements,BNT sematic cued naming(r=0.821,P＜0.001)was positively correlated with qi sinking,while BNT spontaneous naming was negatively correlated with blood heat(r=-0.544,P=0.044)and was positively correlated with fluid depletion(r=0.860,P=0.028);BNT recognitive naming was positively correlated with external wind(r=0.966,P=0.034);errors in BNT sematic cued naming were negatively correlated with qi sinking(r=-0.540,P=0.005);the Modified Barthel Index(MBI)was positively correlated with essence deficiency(r=0.572,P=0.021).Conclusion The TCM syndrome elements of phlegm,qi block,yang hyperactivity,and qi deficiency are commonly seen in PSA patients.There is a certain correlation of language function and ADL with TCM syndrome elements in PSA patients.