1.Prognostic prediction models for patients with comorbidity of chronic diseases: a scoping review
JIA Ming ; ZHAO Hua ; PENG Juyi ; LIU Xingyu ; LIU Yudan ; HOU Jianing ; YANG Jiale
Journal of Preventive Medicine 2024;36(6):491-495
Objective:
To conduct a scoping review on prognostic prediction models for patients with comorbidity of chronic diseases, and understand modeling methods, predictive factors and predictive effect of the models, so as to provide the reference for prognostic evaluation on patients with comorbidity of chronic diseases.
Methods:
Literature on prognostic prediction models for patients with comorbidity of chronic diseases was collected through SinoMed, CNKI, Wanfang Data, VIP, PubMed, Embase, Cochrane Library and Web of Science published from the time of their establishment to November 1, 2023. The quality of literature was assessed using prediction model risk of bias assessment tool (PROBAST), then modeling methods, predictive factors and predictive effects were reviewed.
Results:
Totally 2 130 publications were retrieved, and nine publications were finally enrolled, with an overall high risk of bias. Thirteen models were involved, with three established using machine learning methods and ten established using logistic regression. The prediction results of four models were death, with main predictive factors being age, gender, body mass index (BMI), Barthel index and pressure ulcers; the prediction results of nine models were rehospitalization, with main predictive factors being age, BMI, hospitalization frequency, duration of hospital stay and hospitalization costs. Eleven models reported the area under the receiver operating characteristic curve (AUC), ranging from 0.663 to 0.991 6; two models reported the C-index, ranging from 0.64 to 0.70. Eight models performed internal validation, one model performed external validation, and four models did not reported verification methods.
Conclusions
The prognostic prediction models for patients with comorbidity of chronic diseases are established by logistic regression and machine learning methods with common nursing evaluation indicators, and perform well. Laboratory indicators should be considered to add in the models to further improve the predictive effects.
2.Impact of perspective-taking and empathy on HIV-related stigma among college students in Guilin
ZHANG Guodong,GUO Yujiao,PENG Xinrui,DONG Fengming,SONG Jiale
Chinese Journal of School Health 2020;41(9):1319-1321
Objective:
To investigate the current status of HIV-related stigma among college students in Guilin,and to explore the impact of perspective-taking and empathy on HIV-related stigma among college students.
Methods:
The stratified cluster sampling method was used to select college students from 4 universities in Guilin city. Stratified randomization was used to assign all subjects into a control group (410) and an experimental group (396) for randomized controlled trials,and the HIV-related Stigma Questionnaire and the Basic Empathy Scale were used before and after the intervention.
Results:
Before the intervention of perspective-taking,there were no statistically significant differences between two groups in subscale scores and total scores of HIV-related stigma (t=0.80,0.35,-0.62,-0.10,P>0.05); However, signiticant differences in subscale scores and total score in HIV-related stigma were found after intervention (t=3.53,2.21,2.30,3.98,P<0.05). There was no statistically singnificant in the scores of all dimensions of empathy level and the total score before the intervention (t=0.10,-0.27,-0.08,P>0.05), dimensional score and total score in empathy were statistically significant after intervention (t=-2.15,-3.06,P<0.05). Empathy played an intermediary role of 14.08% between opinion selection and HIV stigma.
Conclusion
HIV-related stigma exists among college students in Guilin,and perspective-taking intervention effectively reduces its AIDS stigma. Empathy plays an intermediary role between them.
3.Metformin:A promising clinical therapeutical approach for BPH treatment via inhibiting dysregulated steroid hormones-induced prostatic epithelial cells proliferation
Tingting YANG ; Jiayu YUAN ; Yuting PENG ; Jiale PANG ; Zhen QIU ; Shangxiu CHEN ; Yuhan HUANG ; Zhenzhou JIANG ; Yilin FAN ; Junjie LIU ; Tao WANG ; Xueyan ZHOU ; Sitong QIAN ; Jinfang SONG ; Yi XU ; Qian LU ; Xiaoxing YIN
Journal of Pharmaceutical Analysis 2024;14(1):52-68
The occurrence of benign prostate hyperplasia(BPH)was related to disrupted sex steroid hormones,and metformin(Met)had a clinical response to sex steroid hormone-related gynaecological disease.How-ever,whether Met exerts an antiproliferative effect on BPH via sex steroid hormones remains unclear.Here,our clinical study showed that along with prostatic epithelial cell(PEC)proliferation,sex steroid hormones were dysregulated in the serum and prostate of BPH patients.As the major contributor to dysregulated sex steroid hormones,elevated dihydrotestosterone(DHT)had a significant positive rela-tionship with the clinical characteristics of BPH patients.Activation of adenosine 5'-monophosphate(AMP)-activated protein kinase(AMPK)by Met restored dysregulated sex steroid hormone homeostasis and exerted antiproliferative effects against DHT-induced proliferation by inhibiting the formation of androgen receptor(AR)-mediated Yes-associated protein(YAP1)-TEA domain transcription factor(TEAD4)heterodimers.Met's anti-proliferative effects were blocked by AMPK inhibitor or YAP1 over-expression in DHT-cultured BPH-1 cells.Our findings indicated that Met would be a promising clinical therapeutic approach for BPH by inhibiting dysregulated steroid hormone-induced PEC proliferation.
4.Risk factors of necrotizing enterocolitis after surgery for intestinal atresia
Yan TIAN ; Junjian LYU ; Qiuming HE ; Wei ZHONG ; Bo XIA ; Jiale CHEN ; Weiyi CHEN ; Tulian LIN ; Xiaoli XIE ; Weitao ZHONG ; Yanfeng PENG
Chinese Journal of Neonatology 2021;36(5):15-19
Objective:To study the risk factors of necrotizing enterocolitis (NEC) after surgery for intestinal atresia.Method:From August 2013 to June 2020, children with intestinal atresia receiving surgery in our hospital were retrospectively reviewed. The patients were assigned into NEC group and non-NEC group according to the occurrence of postoperative NEC. Demographic data and clinical characteristics were summarized and the risk factors for postoperative NEC were analyzed using Logistic regression analysis method.Result:A total of 96 infants were enrolled and NEC occurred in 13 patients (13.5%) after surgery for intestinal atresia. Compared with the non-NEC group, the NEC group were diagnosed of intestinal atresia [4.0(1.5,6.0)d vs. 1.4(0,2.0)d, P<0.001] and received surgery [4.8(2.0,7.0)d vs. 3.1(1.0,4.0)d, P=0.034] at later ages. The incidences of complex intestinal atresia [76.9%(10/13) vs. 44.6%(37/83), P=0.030] and blood transfusion [46.2%(6/13) vs. 13.3%(11/83), P=0.007] in the NEC group were higher than the non-NEC group. Logistic regression analysis showed that the age of initial diagnosis of intestinal atresia ( OR=3.346, 95% CI 1.493~7.500, P=0.003), complex intestinal atresia ( OR=9.052, 95% CI 1.119~73.209, P=0.039) and blood transfusion ( OR=6.835, 95% CI 1.399~33.380, P=0.018) were independent risk factors for postoperative NEC. Conclusion:Patients with delayed diagnosis of intestinal atresia, complex intestinal atresia and blood transfusion within 48 hours after surgery should be monitored for the occurrence of postoperative NEC.
5.Mechanism of Tongxie yaofang reducing colon hypermotility in IBS-D rats by regulating gut microbiota-ENS-MM crosstalk
Long PENG ; Jiale MA ; Yixuan YIN ; Xi BU ; Shuangmei ZHAO
China Pharmacy 2024;35(13):1605-1611
OBJECTIVE To study the effects of Tongxie yaofang reducing colon hypermotility in irritable bowel syndrome with diarrhea (IBS-D) rats by regulating gut microbiota-enteric nervous system (ENS)-muscularis macrophages (MM) crosstalk. METHODS Forty newborn male SD rats were randomly divided into control group, model group, TCM group [Tongxie yaofang 2.68 g/(kg·d), calculated by raw material], and positive control group [Live combined bifidobacterium and lactobacillus tablets 0.27 g/(kg·d)], with 10 rats in each group. Except for the control group, the IBS-D model of liver stagnation and spleen deficiency syndrome was induced in the other 3 groups with the method of mother-child separation+chronic restraint+Folium Sennae- induced diarrhea. After modeling, the administration groups were given relevant drug liquid intragastrically, once a day, for consecutive 2 weeks. At the end of modeling and after administration, the fecal properties (the incidence and the rate of loose stools), colonic motility (colon emptying time), and visceral sensitivity [abdominal withdrawal reflex (AWR) scores under different pressures] of rats were observed in each group. The concentration of lipopolysaccharide (LPS) in serum was detected after medication, and the expressions and distribution of bone morphogenetic protein 2 (BMP2), colony stimulating factor 1 (CSF1) and Toll-like receptor 4 (TLR4) in colon tissue were detected; the diversity, species composition and differences of gut microbiota were also determined. RESULTS At the end of modeling, compared with the control group, all rats of the other three groups suffered from loose stools (100%), the rate of loose stools and AWR scores at different pressures increased significantly, and colon emptying time was shortened significantly (P<0.01 or P<0.05). The incidences of loose stools were 20% in TCM group and 80% in the positive control group; the rate of loose stools and AWR scores at different pressures, serum concentration of LPS and protein expressions of CSF1 and TLR4 in muscle layer of colon tissue in TCM group significantly decreased, compared with the model group; colon emptying time, the average optical density of BMP2 protein in muscle layer of colon tissue, and the indexes of Chao 1, Shannon and Faith’s PD and Simpson E-mail:772699670@qq.com index of rats in TCM group were all prolonged or increased significantly, compared with the model group (P<0.01 or P< E-mail:aiwangzi312@163.com 0.05). The relative abundance ratio of Firmicutes/Bacteroidetes, from low to high, was in the order of TCM group, control group, positive control group and model group; the species composition of gut microbiota in TCM group was closer to control group, with dominant bacterial genera including Prevotella and Blautia. CONCLUSIONS Tongxie yaofang can regulate the expressions of BMP2 and CSF1, the key proteins of gut microbiota-ENS-MM crosstalk, by changing the gut microbiota, thus alleviating the abnormal hyperfunction of colon motility in IBS-D rats.
6.Functional magnetic resonance imaging study about repetitive transcranial magnetic stimulation for dysfunction after stroke: a scoping review
Siman CHENG ; Rong XIN ; Yan ZHAO ; Qingyu LIU ; Jiale XIE ; Peng LIU ; Pu WANG
Chinese Journal of Rehabilitation Theory and Practice 2023;29(2):193-204
ObjectiveTo explore the brain mechanism of repetitive transcranial magnetic stimulation (rTMS) on dysfunction after stroke using functional magnetic resonance imaging (fMRI). MethodsLiteratures about the functional magnetic resonance imaging study about repetitive transcranial magnetic stimulation for dysfunction after stroke were retrieved in PubMed, Web of Science, CNKI and Wanfang data from establishment to June 1st, 2021. The quality of the literature was evaluated with Physiotherapy Evidence Database (PEDro) scale. Literature screening, and data extraction were performed by two researchers. ResultsA total of 14 randomized controlled trials were finally enrolled. They were of high or very high quality. They mainly involved the therapeutic effect and imaging mechanisms of rTMS on dysfunction after stroke. ConclusionrTMS could change the excitability of the cerebral cortex and the effective connections between brain regions after stroke, promote the reorganization of brain function, and achieve the recovery of post-stroke dysfunction.
7.Effect of oral exposure to trichloroethylene on JMJD3 expression and polarization of M1 Kupffer cells
Hua HUANG ; Baiwang DING ; Xulei ZUO ; Yi YANG ; Jiale PENG ; Yican WANG ; Jiaxiang ZHANG ; Qixing ZHU
Journal of Environmental and Occupational Medicine 2022;39(1):65-70
Background Trichloroethylene (TCE) can enter human body through biological accumulation of polluted water or air, resulting in health hazards. The most commonly involved organs are the liver. Objective To observe potential polarization of M1 Kupffer cells (KCs) in mice liver exposed to TCE orally, and to investigate the relationship between histones lysin demethylase JMJD3 and M1 KCs polarization. Methods A total of 72 SPF BALB/c mice aged 6 to 8 weeks were randomly divided into a blank control group (n=18), a vehicle control group (n=18), a 2.5 mg·mL−1 TCE group (n=18), and a 5.0 mg·mL−1 TCE group (n=18) after adaptive feed for one week. A TCE transoral exposure model was established after eight weeks of administration according to previous research of the research group. In the 2nd, 4th, and 8th weeks, the mice were sacrificed and liver tissue samples were collected. Western blotting was used to detect the expression level of JMJD3 in the liver tissue samples. Immunofluorescence was used to co-locate the macrophage marker F4/80 and the surface marker CD11c of M1 macrophages. Immunohistochemistry was used to detect the expressions of CD16/32, a marker of M1 macrophages, and TNF-α, an inflammatory factor of M1 macrophages in mouse liver. Results In the 2nd, 4th, and 8th weeks, the mice in each group were generally in good condition, and no individual died due to TCE. There was no statistically significant difference in the amount of water consumed by each group, nor in the body weight gain and the liver coefficient of mice at each time point (P>0.05). The results of Western blotting analysis showed that there was no statistically significant difference in JMJD3 protein expression level between the blank control group and the vehicle control group at each time point, the expression levels of JMJD3 protein in the 2.5 mg·mL−1 TCE group and the 5.0 mg·mL−1 TCE group were higher than that in the control group , and the expression level of JMJD3 protein in the 5.0 mg·mL−1 TCE group was higher than that in the 2.5 mg·mL−1 TCE group (P<0.05). The results of immunofluorescence co-localization showed that the expressions of F4/80 and CD11c were low in the blank control group and the vehicle control group, while the expressions of F4/80 and CD11c were increased in the 2.5 mg·mL−1 and the 5.0 mg·mL−1 TCE groups. The results of immunohistochemistry showed that the expressions of CD16/32 and TNF-α in the blank control group and the vehicle control group were low, and there were large deposits in the 2.5 mg·mL−1 TCE group and the 5.0 mg·mL−1 TCE group. Conclusion The polarization of M1 KCs and the expression of proinflammatory factors may be related to an increased expression level of JMJD3 induced by oral TCE exposure.