1.Expert consensus on clinical application of parenteral direct thrombin inhibitors in perioperative period
Mingyu JIANG ; Yuan BIAN ; Lizhu HAN ; Qinan YIN ; Fengjiao KANG ; Anhua WEI ; Danjie ZHAO ; Lin WANG ; Ying SHAO ; Li TANG ; Yi WANG ; Shuhong LIANG ; Huijuan LIU ; Guirong XIAO ; Yue LI
China Pharmacy 2026;37(6):689-699
OBJECTIVE To form an expert consensus on the clinical application of parenteral direct thrombin inhibitors (DTIs) in patients during the perioperative period. METHODS Led by Sichuan Academy of Medical Sciences & Sichuan Provincial People’s Hospital (the Affiliated Hospital of UESTC), a multidisciplinary working group was established. Through literature review and the Delphi method, clinical questions related to the rational perioperative use of parenteral DTIs were identified. A structured design was adopted using the “Population-Intervention-Comparison-Outcome” framework; systematic searches were conducted in CNKI, Medline, Embase and other databases. Relevant evidence from randomized controlled trials and cohort studies was included and synthesized. Evidence quality was assessed using the Grades of Recommendations Assessment,Development and Evaluation (GRADE) approach, and recommendations were formulated through multiple rounds of Delphi surveys and expert consensus meetings. RESULTS &CONCLUSIONS Seven recommendations (each with an expert consensus rate exceeding 90%) on the use of parenteral DTIs in perioperative patients were developed. These recommendations specify drug selection, dosing ranges, key monitoring points, and safety management strategies for parenteral DTIs in various scenarios, including the perioperative period of ventricular assist device implantation, the perioperative period of cardiac surgery, perioperative patients with lower-extremity atherosclerotic disease, the perioperative period of percutaneous coronary intervention in patients with acute coronary syndrome, the perioperative period of carotid artery stenting in patients with carotid stenosis, the perioperative period of patients with right heart thrombosis, and patients who develop related thrombosis and dysfunction after a central venous catheter insertion. In addition, warning and management pathways for perioperative bleeding and thrombotic events were proposed. This expert consensus, which is formulated based on the best available evidence, provides evidence-based guidance for standardized and individualized use of parenteral DTIs in perioperative period.
2.Expert consensus on precise intervention with repetitive transcranial magnetic stimulation for sleep disorders in the elderly
Yuan SHAO ; Jian WANG ; Wei LIANG ; Yingli ZHANG ; Gangqiang HOU ; Xia LI ; Yi XING ; Lu WANG ; Shi TANG ; Yongjun WANG
Sichuan Mental Health 2026;39(2):97-105
In recent years, repetitive transcranial magnetic stimulation (rTMS) has garnered significant attention as a therapeutic approach for sleep disorders in the elderly. However, the prevailing rTMS protocols are predominantly developed based on normative neurophysiological data derived from young adults and fail to incorporate individualized parameters tailored to the brain characteristics of the elderly. To address this gap, the consensus development group synthesized the latest evidence from 2010 to 2025 and established a standardized rTMS protocol specifically for elderly patients with sleep disorders. Adhering to the Appraisal of Guidelines for Research and Evaluation II (AGREE II) framework, systematically screened randomized controlled trials (RCTs) and systematic reviews regarding rTMS in the treatment of sleep disorders across various conditions. Meanwhile, the Grading of Recommendations Assessment, Development and Evaluation (GRADE) system was employed to rigorously grade the quality of evidence and the strength of recommendations. This consensus guideline delineates precise rTMS protocols for the management of sleep disorders in the elderly, highlights the adjustment of stimulation intensity according to scalp-cortex distance recommends either MRI‑guided neuronavigation or the Beam F3/F4 heuristic approach for accurate target localization, thereby providing precise rTMS intervention protocol for sleep disorders in the elderly, aiming to enhance clinical efficacy while ensuring treatment safety. [Funded by National Key Research and Development Program (number, 2023YFC3603200); General Program of Shenzhen Science and Technology Innovation Commission (number, JCYJ20240813112859008, JCYJ20240813112900002); Youth Program of Shenzhen Kangning Hospital (number, KN2023A004); www.guidelines-registry.cn number, PREPARE-2026CN530]
3.Study on the construction of a red blood cell rare blood type database and physical repository in the Guangzhou Region
Zhijian LIAO ; Shuangshuang JIA ; Yuan SHAO ; Boquan HUANG ; Chunyan MO ; Jizhi WEN ; Runqing ZHANG ; Xia RONG ; Hong LUO ; Huaqin LIANG ; Yanli JI
Chinese Journal of Blood Transfusion 2026;39(5):619-628
Objective: To conduct screening for rare blood types within important blood group systems for the Chinese population, such as Rh, Duffy, Kidd, P1Pk, Diego, and MNS, in the Guangzhou region, and to establish a corresponding rare blood type database and physical repository. Methods: The saline medium microplate method was used to screen blood donors with the ccDEE phenotype combined with either Jk(a-) or Jk(b-). The polybrene microplate method was employed to screen for donors with Fy(a-), s(-), Lu(b-), Di(b-), k(-), and p phenotypes. The urea lysis microplate method was applied to screen for the Jk(a-b-) phenotype. A high-resolution melting (HRM) curve method was established for screening some donors with the Di(b-) phenotype. Subsequently, expanded phenotyping of antigens in the Rh, Kidd, MNS, Duffy, P1Pk, Lewis, Kell, and Lutheran blood group systems was performed on identified rare blood type donors using monoclonal antibodies. The test results are entered into the Rare Blood Type Bank Management System of the Guangzhou Blood Center, enabling functions such as confirmation reminders and cryopreservation storage when the donor donates again. Red blood cells of rare blood types are processed into frozen red blood cells for long-term storage. Results: Among voluntary blood donors, 16 cases of the ccDEE combined with Jk(a-) phenotype were identified (0.221 7%, 16/7 216); 10 cases of the ccDEE combined with Jk(b-) phenotype (0.138 6%, 10/7 216); 78 cases of the Fy(a-) phenotype (0.169 5%, 78/46 012); 39 cases of the Lu(b-) phenotype (0.138 2%, 39/28 214); 31 cases of the s(-) phenotype (0.081 8%, 31/37 913); 22 cases of the Di(b-) phenotype (0.029 9%, 22/73 691); 30 cases of the Jk(a-b-) phenotype (0.010 1%, 30/298 250); and 1 case of the k(-) phenotype (0.001 3%, 1/77 382), which was further identified as KELnull phenotype (K0). No p phenotype donors were identified (0/88 528). A total of 228 units of frozen red blood cells were prepared. The screening results were compared and analyzed with rare blood type data from other regions. Conclusion: This study, through a combination of different screening methods, significantly improved the efficiency of rare blood type screening while remaining cost-effective. By conducting large-scale screening and performing data informatization processing, a database and physical repository of rare blood types in the Guangzhou region were successfully established. This provides a strong guarantee for the timely supply of blood to patients with difficult-to-match and rare blood types in the region, effectively enhances the level of transfusion safety in the region, and offers a practical paradigm for constructing a comprehensive blood transfusion support system.
4.Prognostic Utility of the Albumin-to-Alkaline Phosphatase Ratio in Head and Neck Cancer: A Systematic Review and Meta-Analysis
Yun-Ting WANG ; Adarsh KUDVA ; Yen-Ting LU ; Liang-Tseng KUO ; Chia-Hsuan LAI ; Yuan-Hsiung TSAI ; Chun-Ta LIAO ; Ku-Hao FANG ; Chung-Jan KANG ; Ethan I. HUANG ; Cheng-Ming HSU ; Geng-He CHANG ; Ming-Shao TSAI ; Yao-Te TSAI
Clinical and Experimental Otorhinolaryngology 2026;19(1):45-54
Objectives:
. The prognostic value of the pretreatment albumin-to-alkaline phosphatase ratio (AAPR) in head and neck cancer (HNC) remains uncertain. This meta-analysis aimed to evaluate the predictive role of AAPR for survival outcomes in patients with HNC.
Methods:
. A comprehensive search of the Cochrane Library, PubMed, and Embase databases was conducted to identify relevant studies published up to July 30, 2024. We included studies on AAPR and survival outcomes in HNC patients.
Results:
. Eight studies comprising 1,737 HNC patients were analyzed using random-effects models. Lower AAPR values were significantly correlated with worse overall survival (hazard ratio [HR], 2.08), progression-free survival (HR, 2.00), and disease-free survival (HR, 2.18). Sensitivity analyses confirmed the robustness of these results, with no significant publication bias detected.
Conclusion
. Our findings suggest that pretreatment AAPR could serve as a valuable and cost-effective prognostic indicator in HNC, potentially aiding clinicians in risk stratification and treatment decision-making. However, additional validation studies are warranted to confirm its clinical applicability.
5.Sequence polymorphism and evolutionary analysis of HLA-A, -B, and -C loci in the northern Han Chinese population
Wenqian SONG ; Wanzhen YU ; Suning BAI ; Liying WANG ; Linnan SHAO ; Shihang ZHOU ; Xiaohua LIANG
Chinese Journal of Blood Transfusion 2026;39(6):743-749
Objective: To characterize the sequence polymorphism of HLA-A, -B, and -C loci in the northern Han Chinese population and to evaluate their selection signals and phylogenetic patterns based on long-read sequencing data. Methods: A total of 408 unrelated healthy blood donors were enrolled. Long-read sequencing of HLA-A, -B, and -C loci was performed using the PacBio Sequel II platform. The Ewens-Watterson neutrality test, sliding-window nucleotide diversity (π) and Tajima′s D analyses were conducted, together with genetic distance heatmaps, principal coordinates analysis (PCoA), and maximum likelihood phylogenetic analysis to assess polymorphism distribution, selection signals, and phylogenetic structure across the three loci. Results: The analyzed sequence lengths for the HLA-A, -B, and -C loci were 3 257 bp, 3 794 bp, and 3 831 bp, respectively; the numbers of locus-specific sequence types were 44, 82, and 56, with corresponding locus-specific sequence type diversities of 0.905 2, 0.964 9, and 0.939 8, respectively. The Ewens-Watterson test showed no significant deviation from neutrality (P>0.05). Sliding-window analysis revealed elevated π and Tajima′s D values in exons 2 and 3 as well as in certain intronic regions of HLA-A and HLA-B, whereas HLA-C exhibited relatively lower overall diversity. Genetic distance heatmaps, PCoA, and phylogenetic analysis consistently showed clear clustering in HLA-A and HLA-C, while HLA-B displayed the highest phylogenetic heterogeneity. Conclusion: HLA-A, -B, and -C gene sequences in the northern Chinese Han population exhibit high levels of polymorphism and marked regional heterogeneity. HLA-B shows greater diversity, stronger signals of selection, and more complex phylogenetic structure compared with HLA-A and HLA-C.
6.Modified Taohe Chengqitang Regulates Notch/eNOS Signaling Pathway to Inhibit Hepatic Sinusoidal Capillarization
Chang SHAO ; Xiguang SUN ; Jiaxin HUANG ; Linmao YE ; Xiaofan LIANG ; Yi HE ; Junjie ZHANG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(19):42-54
ObjectiveTo investigate whether modified Taohe Chengqitang (JTCT) treats liver fibrosis by inhibiting hepatic sinusoidal capillarization, and to verify whether its specific mechanism is related to the Homologous genes responsible for the notches along the edges of Drosophila wings(Notch) signaling pathway and endothelial nitric oxide synthase (eNOS) signaling pathway. MethodsFifty C57BL/6 mice were randomized into 5 groups: Control, model (5 mL·kg-1·3 d-1), low-dose JTCT, medium-dose JTCT, and high-dose JTCT (JTCT-L,JTCT-M,JTCT-H). Except the control group, the other groups were intraperitoneally injected with 20% carbon tetrachloride (CCl4) olive oil solution every 3 days for 4 weeks to induce liver fibrosis. Meanwhile, JTCT-L, JTCT-M, and JTCT-H groups were administrated with JTCT by gavage at doses of 16.6, 33.3, and 66.6 g·kg-1·d-1, respectively, for 4 consecutive weeks (the control and model groups received equal volumes of normal saline by gavage). Primary liver sinusoidal endothelial cells (LSECs) were isolated from rat livers through in situ perfusion of collagenase, Percoll density gradient centrifugation, and selective removal of Kupffer cells. After verification of cell phenotype, LSECs were used for experiments. For cells at the logarithmic growth phase, the small interfering RNA(siRNA) kit was used to knock down the expression of soluble guanylate cyclase (sGC) through transient transfection. Subsequently, the Notch agonist Jagged-1 was applied. Cell counting kit-8 (CCK-8) was used to examine the cytotoxicity of JTCT on LSECs. Real-time PCR and Western blot were employed to measure the expression of molecules in the Notch and eNOS signaling pathways at mRNA and protein levels, respectively. Intracellular Ca2+ was labeled with the fluorescent probe Fluo-4 acetoxymethyl ester(Fluo-4/AM). ResultsThe animal experiment showed that compared with the control group, the model group exhibited hepatic steatosis, inflammatory cell infiltration, hepatocyte degeneration and necrosis, lobular structural disorder, and fibrous tissue hyperplasia in the mouse liver tissue, significantly elevated serum levels of hydroxyproline (Hyp), alanine transaminase (ALT), and aspartate transaminase (AST) (P<0.01), significantly upregulated expression levels of Notch1, Hes family bHLH transcription factor 1(Hes1), Cluster of Differentiation 31(CD31), and von Willebrand factor(vWF) (P<0.01), and significantly downregulated phosphorylate(p)-eNOS/eNOS ratio and sGC expression (P<0.01). Compared with the model group, all the JTCT groups showed significantly reduced serum Hyp, ALT, and AST levels (P<0.01), downregulated expression of Notch1, Hes1, CD31, and vWF (P<0.05, P<0.01), and upregulated p-eNOS/eNOS ratio and sGC expression (P<0.05, P<0.01) in the liver tissue, with the JTCT-H group showing the most significant changes (P<0.01). The cell experiment showed that compared with the LSEC-1day group, the LSEC-5day group exhibited significantly increased expression of Notch1, Hes1, CD31, and vWF (P<0.01), significantly decreased p-eNOS/eNOS ratio and sGC expression (P<0.01), and elevated intracellular Ca2+ concentration (P<0.01). Compared with the LSEC-5day group, the JTCT group showed decreased expression of Notch1, Hes1, CD31, and vWF (P<0.01), significantly increased p-eNOS/eNOS ratio (P<0.01), and significantly reduced intracellular Ca2+ concentration (P<0.01). No significant differences were observed in the expression of Notch1, Hes1, eNOS, p-eNOS, CD31, vWF, sGC, or intracellular Ca2+ concentration between the Jagged1 group and the Jagged1+JTCT group. Compared with the LSEC-5day group, the sGC knockout group (sGC-KO) showed significantly increased expression of CD31 and vWF (P<0.01). There was no significant difference in CD31 or vWF expression between the sGC-KO group and the sGC-KO+JTCT group. ConclusionJTCT inhibits the activation of the Notch signaling pathway and restores the activity of the eNOS signaling pathway to suppress sinusoidal capillarization of LSECs, thereby treating liver fibrosis.
7.Analysis of Genotype and Phenotype in the Calculi Family Lineage
Wenpei LIANG ; Yonghua HE ; Jinyun PU ; Xueqing MA ; Panpan SHAO ; Liru QIU
Herald of Medicine 2025;44(4):589-595
Objective Through molecular genetics analysis of a calculi family lineage,this study aims to explore its pathogenesis and the association between genotypes and phenotypes.Methods A retrospective analysis was conducted on a calculi family lineage admitted to Tongji Hospital,affiliated with Tongji Medical College,Huazhong University of Science and Technology.Clinical data and peripheral blood samples of the affected children and some family members were collected.Whole exome sequencing was performed,followed by Sanger sequencing to validate the candidate variants.Results Among the 38 family members across four generations,10 members were diagnosed with calculi disease.The second generation,member 2(Ⅱ-2),third generation,member 2(Ⅲ-2),and third generation,member 4(Ⅲ-4)suffered from recurrent multiple kidney stones and gallstones.The second generation,member 6(Ⅱ-6),second generation,member 13(Ⅱ-13),and third generation,member 5(Ⅲ-5)had recurrent multiple kidney stones alone,while first generation,member 2(Ⅰ-2),second generation,member 4(Ⅱ-4),second generation,member 8(Ⅱ-8),and second generation,member 11(Ⅱ-11)only had gallstones.No other family members exhibited any signs of kidney or gallbladder involvement.Ⅱ-2 was diagnosed in 2018 with end-stage renal disease stage 5,grade 3 hypertension and gallstones,urinary amino acid high-performance liquid chromatography analysis indicated elevated urinary cystine.This member had a history of recurrent multiple kidney stones and recurrent urinary tract infections for over 30 years,with multiple histories of ureteroscopic stone removal.Genetic analysis revealed that Ⅱ-2,Ⅲ-2,Ⅲ-4,Ⅲ-5 and Ⅳ-1 all carry a heterozygous mutation in exon 10 of the solute carrier family 3 member 1(SLC3A1)gene,c.1889G>A(p.Gly630Asp).The third generation,member 1(Ⅲ-1),and fourth generation,member 2(Ⅳ-2),are wild type.This mutation shows a phenomenon of family co-segregation.Conclusions The heterozygous mutation of SLC3A1 gene,c.1889G>A,may be the genetic cause of calculi disease in multiple members of this family lineage.Recurrent multiple kidney stones and/or gallstones require high attention to genetic etiology.It is recommended to perform genetic analysis on calculi family lineages and patients with early-onset calculi disease.
8.Prospective study on the change of nucleoplasm distribution of GRα in peripheral blood of children with primary nephrotic syndrome
Chen WU ; Yaoyao ZANG ; Juan LIANG ; Can LIANG ; Ping ZENG ; Hu SHAO ; Fengjun GUAN
Immunological Journal 2025;41(5):318-326
Objective To explore the change of nucleoplasm distribution of glucocorticoid receptor alpha(GRα)in peripheral blood of children with primary nephrotic syndrome(PNS)during the course of the disease,aiming at evaluating the correlation between nuclear transport abnormality and different GC responses.Methods A total of 45 children with PNS were enrolled as subjects in this prospective study,and divided into steroid-sensitive nephrotic syndrome(SSNS,n=36)and steroid-resistant nephrotic syndrome(SRNS,n=9)groups,according to their response to GC.The SSNS group was further subclassified into non-frequently relapsing nephrotic syndrome(NFRNS,n=21)and frequently relapsing nephrotic syndrome(FRNS,n=15)based on relapse frequency during 12-month follow-up.Peripheral blood samples were collected before GC treatment,6-week and 6-month after GC treatment.GRα nuclear localization was detected by immunofluorescence assay,and their correlations with clinical-laboratory indicators were analyzed.Results Before the GC treatment,the average fluorescence intensity showed no significantly difference among different groups(P>0.05),the GRαin the three groups were localized mainly in cytoplasm,and the nucleocytoplasmic ratio showed no significantly difference among the three groups(P>0.05).6-week after the GC treatment,the average fluorescence intensity showed no significantly difference among the three groups(P>0.05),the GRα in SSNS group were localized mainly in nucleus,while those in SRNS group were localized mainly in cytoplasm.Furthermore,nucleocytoplasmic ratio in NFRNS group and SRNS group demonstrated significant differences,while those in NFRNS group and FRNS group showed no significant difference(P>0.05).6-month after the GC treatment,the average fluorescence intensity in NFRNS group and FRNS group showed no significant difference(P>0.05),GRα in the two groups were localized mainly in nucleus,and their nucleocytoplasmic ratio had significantly differences(P<0.05).The GRα nucleocytoplasmic ratio in children with PNS was negatively correlated with 24-hour urine protein(24 h-UTP),TNF-α,while positively correlated with serum albumin(Alb).Conclusion There are differences in nuclear transport ability among PNS children of SRNS,NFRNS and FRNS groups,and these differences are correlated with the differency of GC responses.
9.Clinicopathological features and prognostic analysis of 67 cases of marginal zone lymphoma derived from T-bet positive memory B cell
Chuanshu GAO ; Zhouyi XU ; Jiayi LIANG ; Liang ZHANG ; Longfei SHAO ; Wei WANG ; Zhe WANG
Chinese Journal of Clinical and Experimental Pathology 2025;41(2):179-185,190
Purpose To explore the clinicopathological features and potential clinical value of marginal zone lym-phoma(MZL)derived from T-bet positive memory B cell.Methods Clinical data of 67 cases of MZL were collected.Hematoxylin-eosin,immunohistochemistry,and multiple immunofluorescence stains,B cell receptor high throughput sequencing technology were used to study the histology,immunophenotype,and immunoglobulin heavy chain variable gene(IGHV)repertoire.Results T-bet was expressed in some MZL patients(34/67,50.75%),which was correla-ted with clinicopathological characteristics such as gender,clinical stage,and Ki67 proliferation index(P<0.05),and also the progression-free survival was poor(P=0.012 2).T-bet positivity was a risk factor affecting the progres-sion of MZL.Microscopically,T-bet positive MZL frequently presented T-bet positive tumor B cells surrounded follicu-lar germinal center,"MALT ball"-type lymphoepithelial lesions,and IgG positive neoplastic plasma cells(P<0.05).T-bet had no biased influence on the VH gene usage(P>0.05).The common VH families were IGHV4 and IGHV3,and the segments were IGHV4-34 and IGHV3-30.The positivity of T-bet was associated with somatic hypermutation(SHM)state(P=0.014 9).The SHM was mainly in the range of 2%-4.9%in T-bet positive MZL,while in T-bet negative MZL the SHM was mostly greater than 5%.The VH gene usage was not correlated with the clinicopathological features of patients(P>0.05).IGHV4 was correlated with progression-free survival in T-bet positive MZL(P=0.038 2).Conclusion The expression of T-bet in MZL is closely related to the clinicopathological features such as histology,plasma cell immunophenotype and IGHV gene repertoire,and the prognosis of patients is poor,which may be a potential molecular marker affecting the progression of MZL.
10.Relationship between patterns of sleep duration and activities of daily living among middle-aged and older adults
Lixia LIN ; Qiuchan ZENG ; Yunyuan GUO ; Rongxiang LIANG ; Hao WU ; Yuping SHAO
Chinese Journal of Rehabilitation Theory and Practice 2025;31(3):331-338
Objective To evaluate the patterns of sleep duration by integrating nocturnal and daytime sleep,and to explore their asso-ciations with activities of daily living(ADL)in middle-aged and older adults.Methods The data of sleep and ADL were obtained from 11 085 subjects aged 45 and older,which were collected from the China Health and Retirement Longitudinal Study(CHARLS).At enrollment in 2011,data on nocturnal and daytime sleep duration were collected through questionnaires.Firstly,subjects were divided into three groups based on the 33rd and 66th percentiles of nocturnal sleep duration,assigned scores of 1,2 and 3,respectively.Subsequently,subjects were divided into three groups based on the 33rd and 66th percentiles of daytime sleep du-ration,assigned scores of 3,2 and 1,respectively.Finally,the scores for nocturnal and daytime sleep were summed to create a total sleep score ranging from 2 to 6.A total sleep score of 6 was defined as sleep duration pattern 1,indicating a longer nocturnal sleep duration with no or shorter daytime sleep duration.Similarly,total sleep scores of 5,4,3 and 2 were defined as sleep duration patterns 2,3,4 and 5,respectively,with sleep duration pattern 5 indicating a shorter nocturnal sleep duration and a longer daytime sleep duration.The status of ADL was assessed using the Activities of Daily Living Scale(Katz edition)at baseline and during follow-up in 2013,2015 and 2018.The association between sleep duration patterns and the risk of ADL disability was evaluated us-ing a Cox proportional hazards model.Results A total of 63 015 person-years were followed,with 11 085 subjects,during which 3 239 individuals experienced ADL disability.The 33rd and 66th percentiles of the nocturnal sleep duration in the study population were 6.00 hours and 7.00 hours,respectively;while the 33rd and 66th percentiles of the daytime sleep duration were 0.00 hours and 1.00 hours,respectively.Of those,1 522 were classified into sleep duration pattern 1,2 196 into sleep duration pattern 2,4 299 into sleep duration pattern 3,2 304 into sleep duration pattern 4,and 764 into sleep dura-tion pattern 5.Compared to sleep duration pattern 1,the risk of ADL disability of patterns 3,4 and 5 were higher(P<0.05),with P-value for the trend less than 0.001,after adjusting for age,sex,body mass index,marital sta-tus,educational level,residence,smoking,drinking,history of chronic diseases,depression status and season.No interaction effect between gender,age and season,and sleep duration patterns was observed(P>0.05).Com-pared to subjects with nocturnal sleep duration≥9 hours and daytime sleep duration<2 hours,those with noctur-nal sleep duration<7 hours and daytime sleep duration≥2 hours had a higher risk of ADL disability(P<0.05).Conclusion Older adults who sleep less at night but take longer naps during the day are at a higher risk of experiencing limitations in their ADL.Sleep patterns may influence ADL among middle-aged and older populations,and man-aging their sleep duration patterns could help prevent the onset of ADL limitations.

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