1.Leveraging genetic differences and Mendelian randomization to dissect the causal link and shared etiology between diabetic nephropathy and diabetic retinopathy
Guoxin DING ; Jing WANG ; Xian WANG ; Zhou ZHANG ; Xin XIAO ; Yingqi LI
International Eye Science 2025;25(11):1838-1847
AIM: To investigate the genetic association and potential causal relationship between diabetic nephropathy(DN)and diabetic retinopathy(DR), and to elucidate their shared molecular mechanisms through differential gene expression analysis and Mendelian randomization(MR).METHODS: Transcriptomic data of DN and DR were obtained from the Gene Expression Omnibus(GEO)database and analyzed for differentially expressed genes(DEGs). Genes meeting the significance threshold(log2FC>1, P<0.05)were identified, followed by Gene Ontology(GO)and Kyoto Encyclopedia of Genes and Genomes(KEGG)pathway enrichment analysis to explore shared biological pathways. Using genome-wide association study(GWAS)summary statistics for DN and DR, two-sample MR analysis was performed, with DN as the exposure and DR as the outcome. The causal effect was primarily estimated with the inverse-variance weighted(IVW)method, and sensitivity analyses were conducted to assess robustness.RESULTS: MR analysis revealed that DN significantly increased the risk of DR. IVW estimates indicated that the odds ratio(OR)for non-proliferative DR(NPDR)was 3.23(95% CI: 2.12-4.95, P<0.001), and the OR for proliferative DR(PDR)was 1.10(95% CI: 1.06-1.15, P<0.001). DEG analysis identified several key genes, including FN1, COL1A2, and THBS2. FN1 and COL1A2 are involved in extracellular matrix remodeling and fibrosis, contributing to vascular permeability alterations and microvascular damage in diabetic complications. THBS2 is closely associated with angiogenesis and vascular homeostasis, suggesting its potential role in DR. KEGG enrichment analysis showed that these DEGs were mainly enriched in advanced glycation end products(AGEs)-RAGE signaling, extracellular matrix degradation, and oxidative stress pathways, all of which are highly relevant to the pathogenesis of DN and DR.CONCLUSION: This study demonstrates the genetic association between DN and DR using MR and DEGs analyses. The shared mechanisms, particularly involving extracellular matrix remodeling, inflammatory response, and angiogenesis, may serve as novel therapeutic targets and provide a theoretical basis for the early diagnosis and targeted treatment of diabetic complications.
2.Application value of hinge position design of Ilizarov circular external fixator for correcting clubfoot deformity in preventing ankle dislocation.
Dongfeng ZHANG ; Siyu YANG ; Bingke SHI ; Shuliang LI ; Lei ZHEN ; Yushun WANG ; Yingqi ZHANG ; Sihe QIN ; Qi PAN
Chinese Journal of Reparative and Reconstructive Surgery 2025;39(8):989-993
OBJECTIVE:
To summarize the methods of ankle hinge position design in the correction of clubfoot deformity by Ilizarov method, and to explore its application value in the prevention of ankle dislocation.
METHODS:
A retrospective study was conducted including 28 patients with rigid clubfoot deformity (34 feet) who met the selection criteria and admitted between September 2021 and December 2024. There were 19 males and 9 females with an average age of 31.8 years (range, 19-47 years). According to Dimeglio classification, there were 21 feet of degree Ⅲ and 13 feet of degree Ⅳ. The causes were traumatic sequelae in 9 cases, congenital foot deformity in 15 cases, spina bifida sequelae in 1 case, peripheral neuropathy in 1 case, and cerebral palsy sequelae in 2 cases. The malformation lasted from 6 to 46 years, with an average of 29.3 years. All patients were treated with Ilizarov circular external fixator, and the hinge position of ankle joint was planned according to the standard lateral X-ray film of foot and ankle and the principle of Ilizarov limb deformity correction center of rotation angulation (CORA) before operation. The 2008 International Clubfoot Study Group (ICFSG) scoring system was used to evaluate the efficacy.
RESULTS:
The deformity of rigid clubfoot was completely corrected in all patients, and the patients could walk with plantar weight-bearing, and the ankle weight-bearing walking significantly improved when compared with that before operation. There was no complication such as ankle dislocation, talus impact or extrusion, local skin necrosis, needle tract infection, or numbness of extremities during the correction process. All patients were followed up 5-39 months, with an average of 18.1 months. At last follow-up, according to the ICFSG scoring system, 23 feet were excellent, 10 feet were good, and 1 foot was fair, and the excellent and good rate was 97%.
CONCLUSION
Designing the position of the ankle hinge according to the principle of CORA can effectively avoid ankle dislocation, talus impingement, tibiotalar joint extrusion, and other ankle adverse events in the process of correcting clubfoot deformity, which has good application value in clinical practice.
Humans
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Male
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Female
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Clubfoot/diagnostic imaging*
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Ilizarov Technique/instrumentation*
;
Adult
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Retrospective Studies
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External Fixators
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Ankle Joint/diagnostic imaging*
;
Middle Aged
;
Joint Dislocations/prevention & control*
;
Treatment Outcome
;
Young Adult
3.Preparation and identification of monoclonal antibodies against cat allergen Fel d 1.
Linying CAI ; Zichen ZHANG ; Zhuangli BI ; Shiqiang ZHU ; Miao ZHANG ; Yiming FAN ; Jingjie TANG ; Aoxing TANG ; Huiwen LIU ; Yingying DING ; Chen LI ; Yingqi ZHU ; Guijun WANG ; Guangqing LIU
Chinese Journal of Cellular and Molecular Immunology 2025;41(4):348-354
Objective Currently, there is no commercially available quantitative detection kit for the main Felis domestic allergen (Fel d 1) in China. To establish a rapid detection method for Fel d 1, this study aims to prepare monoclonal antibodies against Fel d 1 protein. Methods The codon preference of Escherichia coli was utilized to optimize and synthesize the Fel d 1 gene. The prokaryotic expression plasmid pET-28a-Fel d 1 was constructed and used to express and purify the recombinant Fel d 1 protein. Subsequently, the recombinant protein was immunized into BALB/c mice and monoclonal antibodies (mAbs) were prepared by the hybridoma technique. An indirect ELISA was established using the recombinant Fel d 1 as the coating antigen, and hybridoma cell lines were screened for positive clones. The specificity and antigenic epitopes of the mAbs were confirmed by Western blot analysis. Finally, the selected hybridoma cells were injected into the peritoneal cavities of BALB/c mice for large-scale monoclonal antibody production. Results The recombinant plasmid pET-28a-Fel d 1 was successfully constructed, and soluble Fel d 1 protein was obtained after optimizing the expression conditions. Western blot and antibody titer assays confirmed the successful isolation of two hybridoma cell lines, 7D11 and 5H4, which stably secreted mAbs specific to Fel d 1. Antibody characterization revealed that the 5H4 mAb was of the IgG2a subtype and could recognize the amino acid region 105-163 of Fel d 1, while the 7D11 mAb was the IgG1 subtype and could recognize the amino acid region 1-59. Conclusion The high-purity recombinant Fel d 1 protein produced in this study provides a promising alternative for clinical immunotherapy of cat allergies. Furthermore, the monoclonal antibody prepared in this experiment lays a material foundation for the in-depth study of the biological function of Fel d 1 and the development of ELISA detection.
Animals
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Antibodies, Monoclonal/biosynthesis*
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Mice, Inbred BALB C
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Cats
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Mice
;
Allergens/genetics*
;
Glycoproteins/genetics*
;
Enzyme-Linked Immunosorbent Assay
;
Hybridomas/immunology*
;
Recombinant Proteins/genetics*
;
Female
;
Antibody Specificity
4.Research on Serum 25-Hydroxy Vitamin D Level in Healthy Children Aged 0~12 Years for Physical Examination in Xi'an Area
Congcong DING ; Yingqi LIU ; Haipeng SU ; Jing ZHANG ; Chongyang BAI
Journal of Modern Laboratory Medicine 2024;39(2):157-162
Objective To investigate and evaluate the nutrition status in serum 25-hydroxy vitamin D[25(OH)D]levels of 0~12 years old children in Xi'an.Methods A total of 2 670 patients aged 0~12 years old who underwent routine physical examinations in Children's Health Department of the Second Hospital of Air Force Medical University were selected from March 2020 to July 2023,and the 25(OH)D data of these patients were conducted in retrospective analysis.The nutritional status of vitamin D in these children of different genders,ages and seasons were also analyzed.Results ①This study included 2 670 children aged 0~12 years old in Xi'an,with the average level of serum 25(OH)D was 40.80±18.00 ng/ml.Among them,38 cases(1.42%)had serum 25(OH)D deficiency,333 cases(12.47%)had serum 25(OH)D insufficience,and 2 299 cases(86.11%)had sufficient serum 25(OH)D.②There was a statistically significant difference in serum 25(OH)D levels among different age groups(H=1 524.23,P=0.000).The group aged 1~<4 has the highest value of 52.51±13.57 ng/ml,while the group aged 8~12 has the lowest value of 21.65±6.75 ng/ml.③The levels of serum 25(OH)D in summer(39.44±17.46 ng/ml)were lower than those in spring(41.96±17.76 ng/ml)and autumn(42.71±18.15 ng/ml),with statistical significant differences(Z=101.57,-134.06,all P<0.01).However,the deficiency and inadequate rate of serum 25(OH)D in winter(18.95%)was higher than those in spring,summer and autumn(13.52%,12.75%,12.36%),with statistical significant differences(χ2=14.32,P=0.026).④There was no statistically significant difference in serum 25(OH)D levels between genders(H=0.933,P=0.351).However,the deficiency and inadequate rate of serum 25(OH)D in boys(12.51%)was lower than that in girls(15.46%),and the difference was statistically significant(χ2=9.257,P=0.010).Conclusion The nutritional status of serum 25(OH)D in children aged 0~12 years in Xi'an area is comparatively fine,and it is necessary to strengthen the intake and supplementation of vitamin D in over 3 years old children.
5.Mechanism of the immediate analgesic effect of the"three methods and three points"tuina technique based on the IL-17F/IL-17RC signaling pathway and M1 microglia
Jinping CHEN ; Zhifeng LIU ; Tianyuan YU ; Hourong WANG ; Yingqi ZHANG ; Qian GUAN ; Yajing XU ; Zhenjie YANG ; Chula SA ; Runlong ZHANG ; Hanyu ZHANG ; Jiayue LIU ; Jiawei SUN
Journal of Beijing University of Traditional Chinese Medicine 2024;47(1):116-123
Objective By observing the effects of"three methods and three points"tuina technique on the expression of interleukin-17F(IL-17F),interleukin-17 receptor C(IL-17RC),activator 1 of nuclear transcription factor-κB(Act1),tumour necrosis factor receptor-associated factor 6(TRAF6)and M1 microglial cell expression in the spinal dorsal horn of rats with mild chronic compressive injury(minor CCI)model,we explored the immediate analgesic mechanism of tuina on peripheral neuropathic pain(pNP).Methods Thirty-six SD rats were divided into the sham group,the model group and the tuina group according to the random number method,twelve rats in each group,and the minor CCI model was replicated by ligating the right sciatic nerve.The rats in the tuina group were subjected to pointing,plucking and kneading at the BL37,BL57 and GB34 points on the affected side using a tuina simulator,while the sham group and the model group were only grasped and restrained,and were intervened for one time.The mechanical pain test and cold plate test were used to evaluate the response of rats to mechanical stimulation and cold stimulation after immediate intervention.The protein expression of IL-17F and TRAF6 in the spinal dorsal horn of rats in each group was detected by Western blotting.The mRNA expression of IL-17F,IL-17RC,Act1 and TRAF6 in the spinal dorsal horn of rats in each group was detected by real-time PCR.The average fluorescence intensity of M1 microglia in the spinal dorsal horn of rats in each group was detected by immunofluorescence.Results Behavioral results showed that before intervention,compared with the sham group,paw mechanical withdraw threshold(PMWT)decreased and cold sensitivity threshold(CST)increased in the model group and the tuina group;after tuina intervention,PMWT in the tuina group was increased,and CST was decreased compared with the model group;after intervention,PMWT in the tuina group was increased,while CST was decreased(P<0.05).RT-PCR results showed that compared with the sham group,mRNA expression levels of IL-17F,IL-17RC,TRAF6 and Act1 in the spinal dorsal horn of the model group were increased;compared with model group,the mRNA expression levels of above indexes in the tuina group were decreased(P<0.05).Western boltting results showed that compared with the sham group,the expression levels of IL-17F and TRAF6 protein in the spinal dorsal horn of the model group were increased;compared with the model group,the expression levels of IL-17F and TRAF6 protein in the tuina group decreased(P<O.05).Immunofluorescence results showed that the mean fluorescence intensity of CD40 in the spinal dorsal horn of model group was enhanced compared with the sham group;compared with the model group,the mean fluorescence intensity of CD40 in the tuina group was decreased(P<0.05).Conclusion The"three methods and three points"tuina technique can produce immediate analgesia by inhibiting the expression of IL-17F,IL-17RC,Act1,TRAF6 and the activation of M1 microglia in the dorsal horn of the spinal cord after one intervention.
6.Mouse kidney transplantation model:Three novel methods
Zhouqi TANG ; Chen FENG ; Yaguang LI ; Tengfang LI ; Hedong ZHANG ; Yingqi ZENG ; Longkai PENG ; Xubiao XIE ; Fenghua PENG ; Helong DAI
Journal of Central South University(Medical Sciences) 2024;49(2):220-235
Objective:The mouse kidney transplantation model presents challenges in terms of surgical difficulty and low success rate,making it difficult to master.This study aims to provide a crucial model for transplantation immunology research by modifying and developing novel techniques for mouse kidney transplantation. Methods:A total of 57 pairs of mice were used to establish and compare the modified and innovative surgical techniques for mouse kidney transplantation.Three different surgical models were established,including the abdominal suture technique for orthotopic kidney transplantation,the abdominal cuff technique for orthotopic kidney transplantation,and the cervical cuff technique for ectopic kidney transplantation.BALB/c or C57BL/6 male mice,aged 8 to 12 weeks and weighed 20 to 25 g with specified pathogen free-grade were served as the donor mice or the recipient mice.The surgical technique characteristics,key surgical times,complications,and pathological examination in the early postoperative period were summarized and compared. Results:Three different surgical models of mouse kidney transplantation were successfully established.The comparison of warm ischemic time for the 3 groups of mice showed no statistical significance(P=0.510 4).The abdominal suture group had the shortest total operation time of the donor compared with the abdominal cuff group and the cervical cuff group[(18.3±3.6)min vs(26.2±4.7)min and(22.8±2.5)min;both P<0.000 1].There was a significant difference in cold ischemia time among the 3 groups(all P<0.000 1),with(60.8±4.1)min in the cervical cuff group,(43.3±5.0)min in the abdominal suture group,and(88.8±6.7)min in the abdominal cuff group.Due to different anastomosis methods,the cervical cuff group had the shortest time[(17.6±2.7)min],whereas the abdominal cuff group had the longest time[(38.8±5.4)min].The total operation time for the recipients showed significant differences(P<0.000 1),with the abdominal suture group having the shortest time[(44.0±6.9)min],followed by the cervical cuff group[(64.1±5.2)min],and the abdominal cuff group[(80.0±6.0)min]being the longest.In the 32 mice of the abdominal suture group,there were 6 with intraoperative bleeding,including 1 arterial intimal injury bleeding and 5 with bleeding after vessel opening.Six mice had ureteral complications,including ureteral bladder anastomotic stenosis,necrosis,and renal pelvis dilation.Two mice had postoperative abdominal infections.In the abdominal cuff group,there was no intraoperative bleeding,but 6 mice showed mild arterial stenosis and 5 showed venous stenosis,4 arterial injury,4 arterial thrombosis,and 2 ureteral complications.No postoperative infections occurred in the mice.In the cervical cuff group,no intraoperative bleeding,arterial intimal injury,arterial/venous stenosis,or thrombosis were found in 13 mice.Five mice had ureteral complications,including ureteral necrosis and infection,which were the main complications in the cervical cuff group.The renal function in mice of the 3 groups remained stable 7 days after surgery.Hematoxylin and eosin staining and periodic acid-Schiff staining showed no significant differences in terms of acute rejection among the 3 surgical methods(all P>0.05). Conclusion:All 3 surgical methods are able to successfully establish mouse kidney transplantation models,with no significant differences observed in the short-term graft survival and acute rejection.The modified abdominal suture technique and abdominal cuff technique have their respective advantages in research applications.The novel cervical cuff technique for ectopic kidney transplantation model is relatively simple to be prepared and causes less trauma to the mice,providing more options for studies involving xenotransplantation,secondary transplantation,and local lymphatic drainage.However,the difficulty in harvesting the donor kidney and the high incidence of ureteral infections need further validation in long-term survival.This study holds important reference value for choosing the type of mouse kidney transplantation model for different research needs.
7.Exploring the analgesic initiation mechanism of"three-manipulations and three-acupoints"on the spinal dorsal horn of rats with minor chronic constriction injury based on the NMDAR1/cGMP pathway
Zhenjie YANG ; Chula SA ; Tianyuan YU ; Jinping CHEN ; Runlong ZHANG ; Yingqi ZHANG ; Hanyu ZHANG ; Jiawei SUN ; Jiayue LIU
Journal of Beijing University of Traditional Chinese Medicine 2024;47(7):1017-1024
Objective To explore the analgesic initiation mechanism of"three-manipulations and three-acupoints"of tuina on minor chronic constriction injury(minor CCI)model rats.Methods According to the random number table method,35 SD rats were randomly divided into five groups:normal group,sham group,model group,tuina group,and tuina+MK-801 group.The model group,tuina group,and tuina+MK-801 group were subjected to ligation of the right sciatic nerve trunk to establish a minor CCI rat model.The sham group was only exposed to the right sciatic nerve without ligation,and the normal group was not subjected to any operation.The normal group was not subjected to any intervention measures.On the seventh day after modeling,the model group and the sham group underwent 9 minutes of grasping restraint,while the tuina group underwent one intervention of three-manipulations(point method,dialing method,and kneading method)and three-acupoints(right"Yinmen"(BL37),"Chengshan"(BL57),and"Yanglingquan"(GB34)acupoints)with each manipulation and acupoint intervention for 1 minute for a total of 9 minutes.The tuina+MK-801 group received intrathecal injection of MK-801 from the fifth to seventh days after modeling,with a dose of 6 μg(10 μL)per day,tuina intervention was performed 30 minutes after the last intrathecal injection,and the specific operation of tuina was the same as that of the tuina group.Before modeling,after modeling,and after intervention,each group of rats was subjected to cold sensitivity threshold(CST)and mechanical withdrawal threshold(MWT)testing.After intervention,immunohistochemistry was used to detect the positive expression of cyclic guanosine monophosphate(cGMP)in the spinal dorsal horn(SDH)at L4-6 segments;protein expressions of N-methyl-D-aspartate receptor 1(NMDAR1),neurogenic nitric oxide synthase(nNOS),soluble guanylyl cyclase β(sGCβ),and protein kinase G1(PKG1)in SDH at L4-6 segments were detected by Western blotting;mRNA expressions of NMDAR1,nNOS,sGCβ,cGMP,and PKG1 in SDH at L4-6 segments were detected by real-time PCR.Results Compared with the normal and sham groups,after modeling,CST increased and MWT decreased in the model group,tuina group and tuina+MK-801 group(P<0.05);after intervention,the positive protein expression of cGMP was increased,the protein expressions of NMDAR1,nNOS,sGCβ,and PKG1 were increased,and mRNA expressions of NMDAR1,nNOS,sGCβ,cGMP,and PKG1 were increased in SDH at L4-6 segments in the model group(P<0.05).Compared with the model group,after intervention,CST decreased and MWT increased in the tuina group and tuina+MK-801 group(P<0.05);the positive protein expression of cGMP was decreased,the protein expressions of NMDAR1,nNOS,sGCβ,and PKG1 were decreased,and mRNA expressions of NMDAR1,nNOS,sGCβ,cGMP,and PKG1 were decreased in SDH at L4-6 segments in the tuina group and tuina+MK-801 group(P<0.05).Conclusion One-time tuina intervention can effectively improve the symptoms of thermal and mechanical hyperalgesia induced by peripheral nerve injury,which may initiate analgesia through the NMDAR1/cGMP/protein kinase G signaling pathway,thereby exerting immediate analgesic effect.
8.Proanthocyanidins promotes neurite outgrowth of dorsal root ganglion neurons in rat
Yingxiu CHEN ; Yingqi GUO ; Huimei ZHANG ; Qi ZHANG ; Jinkun WEN ; Li LUO ; Lixia LI
The Journal of Practical Medicine 2024;40(10):1357-1363
Objective To investigate the effect of proanthocyanidins(PC)on the neurite outgrowth of rat dorsal root ganglion(DRG)neurons.Methods In vitro,primary rat DRG neurons were cultured wtih a series of concenteation of PC to assess the effect of PC on the number and length of neurites as well as the morphology of growth cone.In vivo,the expression of growth associated protein 43(GAP43)in the early stage of injury was detected using the sciatic nerve crush model.Finally,the impact of PC on nerve growth factor(NGF)expression in DRG neurons was evaluated in vitro using immunofluorescence and ELISA.Results PC significantly increased the number and length of neurites and the number of pseudopodium in growth cones of DRG neurons.PC also promoted the expres-sion of GAP43 in the early stage of sciatic nerve injury in rats and enhanced the expression of NGF in DRG neurons.Conclusion PC may promote the neurite outgrowth by increasing the expression of NGF in DRG neurons.
9.Current status and influencing factors of self-regulatory fatigue in patients after hematopoietic stem cell transplantation
Yingqi ZHANG ; Meng JIA ; Ying WU ; Di QIAN ; Yawen LI ; Yunfeng LI
Chinese Journal of Modern Nursing 2024;30(17):2336-2341
Objective:To investigate the current status of self-regulatory fatigue in patients after hematopoietic stem cell transplantation (HSCT) and analyze its influencing factors.Methods:From March 2022 to September 2023, convenience sampling was used to select 161 HSCT patients who were hospitalized and followed up in the Hematology Department of a Class Ⅲ Grade A hospital in Jinan City. A survey was conducted on patients using the General Information Questionnaire, Self-Regulatory Fatigue Scale (SRF-S), Perceived Social Support Scale, Connor and Davidson Resilience Scale, and Medical Coping Modes Questionnaire. Pearson correlation was used to analyze the correlation between self-regulatory fatigue and perceived social support, psychological resilience, and medical coping styles in patients after HSCT. Multiple linear regression was used to analyze the influencing factors of self-regulatory fatigue in patients after HSCT.Results:A total of 161 questionnaires were distributed, and 156 valid questionnaires were collected, with an effective response rate of 96.89% (156/161). The total SRF-S score of 156 patients after HSCT was (49.06±6.62). Multiple linear regression analysis showed that the current work or life status, perceived social support, psychological resilience, avoidance and surrender coping styles were the influencing factors of self-regulatory fatigue in patients after HSCT ( P<0.05) . Conclusions:After HSCT, patients generally experience self-regulatory fatigue, and psychological distress needs improvement. Medical and nursing staff should regularly evaluate the self-regulatory fatigue of patients and develop targeted intervention measures based on influencing factors to reduce the degree of self-regulatory fatigue of patients, improve their prognosis and psychological state.
10.Latent profile analysis of home-based functional exercise adherence in patients undergoing total knee arthroplasty
Meng JIA ; Yingqi ZHANG ; Yunfeng LI ; Di QIAN ; Yawen LI ; Ying WU ; Rui HUANG
Chinese Journal of Modern Nursing 2024;30(30):4113-4118
Objective:To explore the different categories of home-based functional exercise adherence in patients undergoing total knee arthroplasty (TKA), identify the influencing factors, and provide a reference for the development of personalized intervention strategies.Methods:A cross-sectional study was conducted using convenience sampling to select 320 patients who underwent unilateral primary TKA at The First Affiliated Hospital of Shandong First Medical University between November 2022 and January 2023. The Orthopedic Functional Exercise Compliance Scale, Rehabilitation Self-Efficacy Scale, and Social Support Rating Scale were used for data collection. Latent profile analysis was employed to identify the latent characteristics of home-based functional exercise adherence in TKA patients. Univariate analysis and logistic regression were used to explore the influencing factors among different subgroups.Results:A total of 320 questionnaires were distributed, with 307 valid responses, yielding a recovery rate of 95.94%. The 307 patients were classified into three latent profile categories based on their characteristics: low adherence group (29.32%, 90/307), moderate adherence group (46.58%, 143/307), and high adherence group (24.10%, 74/307). Logistic regression analysis revealed that the number of comorbidities, marital status, home rehabilitation environment, pain score, education level, social support, and rehabilitation self-efficacy were influencing factors for home-based exercise adherence in TKA patients ( P< 0.05) . Conclusions:Home-based functional exercise adherence in TKA patients can be categorized into three latent profiles. Healthcare providers should implement targeted interventions based on the specific characteristics of each patient, with a focus on those with low adherence, to enhance their compliance with home-based exercises.

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