1.Development, reliability evaluation and validity of a health sevice experience assessment tool for patients with pulmonary tuberculosis
Jiajia YAO ; Yutong HAN ; Beibei CHE ; Danni LI ; Biao XU ; Qi ZHAO
Shanghai Journal of Preventive Medicine 2025;37(10):871-877
ObjectiveTo develop a scientifically rigorous and contextually appropriate instrument for evaluating the health service experience of pulmonary tuberculosis patients in China, to enable systematic assessment of core medical care dimensions, and to provide quantitative evidence for service improvement. MethodsGrounded in the theoretical framework of healthcare accessibility and the clinical care pathway for tuberculosis patients, the tool was developed through a systematic literature review and the Delphi expert consultation method. A multi-stage cluster sampling strategy was employed to survey pulmonary tuberculosis patients who had been receiving treatment for more than two months, aimed to explore the scale’s applicability in real-world settings. Reliability was assessed using Cronbach’s α and split-half reliability coefficients. Validity was evaluated through content validity, structural validity, convergent validity, and discriminant validity. ResultsThe tool was composed of 21 items across four dimensions: awareness, accessibility, affordability, and acceptability of tuberculosis medical care. It demonstrated a Cronbach’s α coefficient of 0.838 and a split-half reliability coefficient of 0.859. Exploratory factor analyses extracted six factors: satisfaction with healthcare services, supportive role of nurses, affordability of treatment costs, doctor-patient communication, waiting time for medical appointments, and transportation cost. The goodness-of-fit index (GFI) and other indices met the recommended standards, with the loading matrix indicating robust structural validity of the tool. The constructed factor model exhibited satisfactory content validity and discriminant validity. ConclusionThe scale for assessing patients’ experiences with tuberculosis-related medical care developed in this study demonstrates good reliability and validity and serves as a practical tool for evaluating patient experiences of tuberculosis medical care in China.
2.Risk prediction model construction of postoperative pulmonary infection in lung cancer patients undergoing four-level thoracoscopic surgery based on machine learning algorithms
Jiajia MA ; Xiaoxin LIU ; Bei XUE ; Jing FENG ; Zhengmin ZHANG ; Liping YAO ; Xinxing JU ; Tingting LIU
Journal of Clinical Medicine in Practice 2025;29(6):111-117
Objective To develop and validate risk prediction models utilizing five machine learning algorithms for assessing postoperative pulmonary infection(PPI)risk in lung cancer patients undergoing grade Ⅳ thoracoscopic surgery.Methods A retrospective cohort study included 2,380 lung cancer patients who underwent grade Ⅳ thoracoscopic surgery at a tertiary hospital in Shanghai(January 2022 to June 2024).Patients were stratified into training(n=1,665)and validation(n=715)cohorts.Five machine learning algorithms—Logistic regression(LR),artificial neural network(ANN),support vector machine(S VM),random forest(RF),and extreme gradient boosting(XGB)—were employed to construct predictive models.A nomogram was developed for clinical utility.Results Among 2,380 patients,226(9.5%)developed PPI.The Least Absolute Shrinkage and Se-lection Operator(LASSO)regression identified eight predictive variables:daily cigarette consumption,diabetes history,preoperative diffusing capacity,maximal tumor diameter,24-hour postoperative chest drainage volume,perioperative oral nutritional supplementation(ONS),postoperative urinary cathe-terization,and intraoperative pleural adhesion severity.All models demonstrated robust discrimina-tion,with area under the curve(AUC)values ranging from 0.862 to 0.947.The XGB model a-chieved superior performance(AUC=0.947,95%CI,0.937 to 0.962),followed closely by the LR model(AUC=0.926,95%CI,0.918 to 0.933).Conclusion Machine learning-based algo-rithms models effectively stratify PPI risk in lung cancer patients following grade Ⅳ thoracoscopic surgery.The derived nomogram provides a practical tool for perioperative risk management by healthcare providers.
3.Clinical features and risk factors for invasive fungal sinusitis after allogeneic hematopoietic stem cell transplantation
Haixia FU ; Jiajia LI ; Yuanyuan ZHANG ; Yuqian SUN ; Xiaodong MO ; Tingting HAN ; Jun KONG ; Meng LYU ; Wei HAN ; Huan CHEN ; Yuhong CHEN ; Fengrong WANG ; Chenhua YAN ; Yao CHEN ; Jingzhi WANG ; Yu WANG ; Lanping XU ; Xiaojun HUANG ; Xiaohui ZHANG
Chinese Journal of Hematology 2024;45(1):22-27
Objective:To analyze the clinical characteristics and outcomes of patients with invasive fungal sinusitis (invasive fungal rhinosinusitis, IFR) after allogeneic hematopoietic stem cell transplantation (allo-HSCT) and explored the risk factors for IFR after allo-HSCT.Methods:Nineteen patients with IFR after allo-HSCT at Peking University People’s Hospital from January 2012 to December 2021 were selected as the study group, and 95 patients without IFR after allo-HSCT during this period were randomly selected as the control group (1:5 ratio) .Results:Nineteen patients, including 10 males and 9 females, had IFR after allo-HSCT. The median age was 36 (10–59) years. The median IFR onset time was 68 (9–880) days after allo-HSCT. There were seven patients with acute myeloid leukemia, five with acute lymphoblastic leukemia, two with myelodysplastic syndrome, two with chronic myeloid leukemia, one with acute mixed-cell leukemia, one with multiple myeloma, and one with T-lymphoblastic lymph node tumor. There were 13 confirmed cases and 6 clinically diagnosed cases. The responsible fungus was Mucor in two cases, Rhizopus in four, Aspergillus in four, and Candida in three. Five patients received combined treatment comprising amphotericin B and posaconazole, one patient received combined treatment comprising voriconazole and posaconazole, nine patients received voriconazole, and four patients received amphotericin B. In addition to antifungal treatment, 10 patients underwent surgery. After antifungal treatment and surgery, 15 patients achieved a response, including 13 patients with a complete response and 2 patients with a partial response. Multivariate analysis revealed that neutropenia before transplantation ( P=0.021) , hemorrhagic cystitis after transplantation ( P=0.012) , delayed platelet engraftment ( P=0.008) , and lower transplant mononuclear cell count ( P=0.012) were independent risk factors for IFR after allo-HSCT. The 5-year overall survival rates in the IFR and control groups after transplantation were 29.00%±0.12% and 91.00%±0.03%, respectively ( P<0.01) . Conclusion:Although IFR is rare, it is associated with poor outcomes in patients undergoing allo-HSCT. The combination of antifungal treatment and surgery might be effective.
4.Analysis on risk factors for retinal detachment occurrence in fellow eye of patients with monocular rhegmatogenous retinal detachment
Jiajia YAO ; Li RAN ; Na LIU ; Nan WU
Chongqing Medicine 2024;53(24):3768-3772,3778
Objective To analyze the risk factors for the occurrence of rhegmatogenous retinal detach-ment(RRD)in the fellow eye of the patients with monocular RRD.Methods A single-center retrospective cohort study was conducted.The information such as the gender,age,laterality,bilateral best corrected visual acuity(BCVA),bilateral refractive error,whether the fellow eye implanting an intraocular lens,and location distribution of retinal tears or degenerative areas(such as lattice,cystic,and snail track degeneration)in the fellow eye of 331 patients with unilateral RRD surgery in this hospital from January 2018 to December 2020 was analyzed.The patients were followed up for one year,during this period,the prophylactic laser photocoag-ulation was performed if retinal tears or degenerative areas occurred in the fellow eye.The risk factors for RRD occurrence in the fellow eye were analyzed by the logistic regression.The Kappa value was calculated.The location distribution of retinal tears or degenerative areas in the affected eye and the fellow eye conducted the consistency analysis.Results The influencing factors for RRD occurrence of the fellow eye in the two groups mainly included the age,preoperative BCVA and preoperative refractive error(P<0.05).Logistic re-gression analysis revealed that the age 40 to<60 years old(OR=6.906,P<0.001),preoperative BCVA<0.05(OR=3.015,P<0.001)and refractive error-3.00 to<-6.00 D(OR=5.511,P<0.001)were sig-nificant independent risk factors for the occurrence of retinal tears or degenerative areas in the fellow eye.The age<40 years old(OR=0.101,P<0.001)and refractive error+0.50 D-<-0.50 D(OR=0.160,P=0.001)were the protective factors.The numbers of cases in the fellow eye with retinal tears or degenerative areas in the 4 quadrants were 59,14,27,and 8,respectively.In the affected eye,the numbers of cases with reti-nal tears or degenerative areas in the same quadrants were 43,6,10,and 3,respectively.The Kappa value was 0.296,P<0.001.All patients with RRD or lattice degeneration in the fellow eye received prophylactic laser photocoagulation,and no further retinal detachment occurred during the one-year follow-up period.Conclusion Ai-ming at the patients with unilateral RRD,the contralateral eye should be examined in detail,especially in mid-dle-aged and elderly patients with BCVA<0.50 and diopter-3.00-<-6.00 D,focusing on the retinal quadrant of the contralateral eye that is the same as the affected eye hole,and the incidence of contralateral RRD should be effectively reduced through regular and comprehensive eye examination.
5.Effect of Intrauterine Perfusion of Granulocyte Colony-Stimulating Factor on Endometrium and Blood Flow Parameters in Patients With Thin Endometrium:A Prospective Controlled Clinical Trial
Shaorong XU ; Qianhong MA ; Yao ZHANG ; Yinhua AN ; Wei HE ; Ying MA ; Junlin LI ; Dan LI ; Wei LU ; Qinqin MA ; Jiajia YONG ; Ting LAI ; Lian SU ; Hong XIANG
Journal of Sichuan University (Medical Sciences) 2024;55(3):574-579
Objective To investigate the effects of intrauterine perfusion with granulocyte colony-stimulating factor(G-CSF)on the endometrial thickness,volume,and blood flow parameters of patients with thin endometrium and their clinical outcomes.Methods We designed a prospective non-randomized synchronous controlled trial and recruited patients with thin endometrium who underwent frozen-thawed embryo transfer(FET)at Mianyang Central Hospital between September 1,2021 and September 1,2023.They were divided into two groups,an experimental group of patients who received the experimental treatment of intrauterine perfusion with G-CSF and a control group of patients who did not receive the experimental treatment.The general data and the clinical outcomes of the two groups were analyzed and compared.The endometrial thickness,volume and blood flow parameters of patients in the experimental group before and after intrauterine perfusion with G-CSF were analyzed.Results The clinical data of 83 patients were included in the study.The experimental group included 51 cases,while the control group included 31 cases.There were no significant differences in the baseline data between the two groups.The clinical pregnancy rate of the experimental group(56.86% )was higher than that of the control group(50.00% )and the rate of spontaneous abortion in the experimental group(27.59% )was lower than that in the control group(37.50% ),but the differences were not statistically significant(P>0.05).In the experimental group,the postperfusion endometrial thickness([0.67±0.1]cm)was greater than the preperfusion endometrial thickness([0.59±0.09]cm),the postperfusion([1.84±0.81]cm3)was greater than the preperfusion endometrial volume([1.54±0.69]cm3),and the postperfusion vascularization flow index(VFI)(1.97±2.82)was greater than the preperfusion VFI(0.99±1.04),with all the differences being statistically significant(P<0.05).Conclusion Intrauterine perfusion with G-CSF can enhance the endometrial thickness,volume,and some blood flow parameters in patients with thin endometrium.
6.Traditional Chinese medicine syndrome differentiation and treatment of Graves disease complicated by pancytopenia
Jiajia YAO ; Yu ZHANG ; Wei LIU ; Lin CAO ; Liji HUANG ; Shaofeng XIE
Chinese Journal of Primary Medicine and Pharmacy 2023;30(11):1758-1760
Pancytopenia is one of the serious complications of Graves disease, and its clinical treatment is quite challenging. Based on traditional Chinese medicine theory and combining with literature reports and clinical practice in China, we discuss the etiology, pathogenesis, and syndromes-based treatment of pancytopenia, hoping to open up new treatment approaches, guide clinical practice, and improve treatment effectiveness.
7.Evaluation of intervention effect of health education on overweight and obesity among middle school students in Guangzhou
LIANG Jianping, LIANG Yuelang, GUO Jiajia, GONG Zijun, CHENG Qi, LIU Li, YAO Zhenjiang
Chinese Journal of School Health 2023;44(4):498-501
Objective:
To explore the effect of the comprehensive intervention on overweight and obesity among middle school students at the population level (health education lecture and official account push) and individual level (personalized dietary guidance), so as to provide a reference for preventing and controlling their overweight and obesity.
Methods:
Three junior high schools and three senior high schools were randomly selected in Guangzhou in 2018 by convenience sampling. Through physical examination, 1 457 overweight and obese students aged from 12 to 18 years old were screened. Intervention was administered through "Student Personalized Dietary Guidance" manual, health tweets on the official accounts, and health education lectures from September 2018 to December 2019. The Chi square test was used to compare the difference in overweight and obesity constituent ratio between the two groups before and after the intervention. And intervention effect was evaluated by analyzing the number needed to treated(NTT).
Results:
The proportion of overweight before the intervention was 66.71% (972/1 457), and decreased to 59.92% (873/1 457) after the intervention; the proportion of obesity before the intervention was 33.29% (485/1 457), which decreased to 26.63% (388/1 457) after the intervention. Among obese students, the smallest NNT was seen in the girl group aged 12-13 years (NNT=2.6, 95% CI =1.9-4.1), while the largest NNT in the boy group aged 14-18 years (NNT=5.9, 95% CI =4.7-8.1). The NNT of the girls aged 12-13 years was the smallest (NNT=2.7, 95% CI =2.2-3.5), and the NNT of the boys aged 14-18 years was the largest (NNT=7.4, 95% CI =6.0-9.7).
Conclusion
Health education at population level (health education lectures, official account push) with individual level (personalized dietary guidance) can effectively intervene overweight and obesity among middle school students in Guangzhou.
8.Efficacy and Safety of Pulse Magnetic Therapy System in Insomnia Disorder: A Multicenter, Randomized, Double-Blind, Placebo-Controlled Trial
Jiwu LIAO ; Sisi WANG ; Borong ZHOU ; Wei LIANG ; Ping MA ; Min LIN ; Weisen LIN ; Congrui LI ; Xiaotao ZHANG ; Hongyao LI ; Yin CUI ; Jiajia HU ; Yuanyi QIN ; Yanhua DENG ; Aibing FU ; Tianhua ZHU ; Shanlian ZHANG ; Yunhong QU ; Lu XING ; Wumei LI ; Fei FENG ; Xinping YAO ; Guimei ZHANG ; Jiyang PAN
Psychiatry Investigation 2023;20(6):559-566
Objective:
This study’s objective is to assess the efficacy and safety of Pulsed Magnetic Therapy System (PMTS) in improving insomnia disorder.
Methods:
Participants with insomnia disorder were randomly assigned to receive either PMTS or sham treatment for four weeks (n= 153; PMTS: 76, sham: 77). Primary outcomes are the Insomnia Severity Index (ISI) scores at week 0 (baseline), 1, 2, 3, 4 (treatment), and 5 (follow-up). Secondary outcomes are the Pittsburgh Sleep Quality Index at baseline and week 4, and weekly sleep diary-derived values for sleep latency, sleep efficiency, real sleep time, waking after sleep onset, and sleep duration.
Results:
The ISI scores of the PMTS group and the sham group were 7.13±0.50, 11.07±0.51 at week 4, respectively. There was a significant group×time interaction for ISI (F3.214, 485.271=24.25, p<0.001, ηp 2=0.138). Only the PMTS group experienced continuous improvement throughout the study; in contrast, the sham group only experienced a modest improvement after the first week of therapy. At the end of the treatment and one week after it, the response of the PMTS group were 69.7% (95% confidence interval [CI]: 58.6%–79.0%), 75.0% (95% CI: 64.1%–83.4%), respectively, which were higher than the response of the sham group (p<0.001). For each of the secondary outcomes, similar group×time interactions were discovered. The effects of the treatment persisted for at least a week.
Conclusion
PMTS is safe and effective in improving insomnia disorders.
9.Advances in the study on cytokines related to dental pulp regeneration
Minhui YAO ; Jintao WU ; Yu ZHOU ; Fengqing CHU ; Jiajia JIANG ; Yue CHEN ; Lili ZHOU ; Zehan LI
STOMATOLOGY 2023;43(3):282-288
With the development of molecular biology, biomaterials and tissue engineering, regenerative treatment of pulpal and periradicular diseases is facing new opportunities. At present, a large number of studies on dental pulp regeneration reveal that cytokines are essential for promoting migration, proliferation and osteogenic differentiation of dental pulp stem cells. In this paper, we review several kinds of cytokines related to dental pulp regeneration, and analyze their roles and regulatory mechanisms in dental pulp regeneration.
10.Clinical Features and Differences of Miller Fisher Syndrome in Southern China: Retrospective Analysis of 72 Patients in 13 Provinces of Southern China
Hang YU ; Man DING ; Qian CAO ; Rumeng ZHOU ; Jiajia YAO ; Rong FU ; Yue LIU ; Zheman XIAO ; Zuneng LU
Journal of Clinical Neurology 2023;19(6):589-596
Background:
and Purpose We aimed to determine the clinical features of Miller Fisher syndrome (MFS) in southern China and compare them with those presenting in other countries.
Methods:
We collected the medical records of patients diagnosed with MFS during 2013–2016.We analyzed the age, sex, onset season, precursor events, clinical symptoms and signs, findings of nerve conduction studies (NCS), cerebrospinal fluid (CSF), therapeutic remedies, nadir time, and length of hospital stay of patients with MFS in southern China. We concurrently compared the differences between urban and rural areas and between patients with incomplete ophthalmoplegia (IO) and complete ophthalmoplegia (CO).
Results:
The study enrolled 72 patients: 36 from rural areas and 36 from urban areas, and 50 males and 22 females. The mean age at onset was 47.72 years, and 30 (41.7%) and 21 (29.2%) patients developed MFS in spring and winter, respectively. The typical triad of ophthalmoplegia, ataxia, and areflexia was observed in 50 (69.4%) patients. A history of upper respiratory tract infection 1 week before onset was found in 52.8% of the patients, while 5.6% experienced gastrointestinal infections and 48 (73.8%) exhibited albuminocytological dissociation in the CSF study. Only 26 (36.1%) patients presented abnormalities in NCS. Moreover, restricted outward eyeball movement presented in 83.5% of the patients with classic MFS and acute ophthalmoplegia, and bilateral symmetrical ophthalmoplegia presented in 64.2%. With the exception of the higher proportion of NCS abnormalities in urban areas (47.2% vs. 25.0%), urban and rural differences were insignificant regarding sex ratio, age at onset, high-incidence season, precursor events, disease characteristics, and albuminocytological dissociation in the CSF. Furthermore, patients with CO were older than those with IO (64.53±7.69 vs. 43.19±14.40 years [mean±standard deviation], p<0.001).
Conclusions
The patients with MFS were mostly male and middle-aged, and most presented in winter and (especially) spring. More than half of the patients had clear precursor events, most of which were classic MFS with the typical triad. More than 70% of the patients presented albuminocytological dissociation in the CSF. NCS abnormalities were uncommon in MFS. The age at onset was lower in patients with IO than in patients with CO; bilateral symmetrical extraocular muscle paralysis was the most common symptom, and the external rectus was the most frequently involved muscle.


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