1.Research on interview outline design and quality control methods based on grounded theory for physician prescribing behavior
Liyuan TAO ; Li WANG ; Xinli XIANG ; Lu YANG ; Songleng DUAN ; Dechun JIANG
China Pharmacy 2025;36(5):524-528
OBJECTIVE To establish a interview outline design process and quality control evaluation method based on grounded theory, providing ideas for qualitative research interview outline design in medical fields. METHODS A literature review was conducted to understand the current research status; a preliminary interview outline was developed around the research content. The triangulation method, group evaluation, expert review and pre-interview were adopted to execute the interview outline and conduct quality control. The evaluation indicators and target values were formulated (an average score for the overall quality evaluation of all indicators ≥4.5, and an average score for individual indicators ≥4.00) to evaluate the effect of the interview outline. Taking the research on the mechanism of physicians’ prescribing behavior under the background of Diagnosis Related Groups (DRGs) payment as an example, the methodological contents of above interview outline were applied in practical research. RESULTS The interview outline included basic information and interview questions. The interview questions were divided into three parts:influencing factors survey, promoting and hindering factors of standardizing physician prescription behavior, and communication, with a total of 12 questions. After being reviewed by members of the research group, experts review and pre- interview, a total of 9 people participated in the quality control evaluation of the interview outline. The overall evaluation score was 4.94 (>4.50), and the average score of each indicator was greater than 4.00, indicating that the quality of the outline met the requirements for the interview and could be used for the formal interview. CONCLUSIONS The established interview outline design and quality control method based on grounded theory provides ideas for the qualitative research interview outline design in the medical field, and lays the foundation for further using grounded theory to study the influencing factors and mechanisms of physician prescription behavior under the DRG background.
2.An advanced machine learning method for simultaneous breast cancer risk prediction and risk ranking in Chinese population: A prospective cohort and modeling study
Liyuan LIU ; Yong HE ; Chunyu KAO ; Yeye FAN ; Fu YANG ; Fei WANG ; Lixiang YU ; Fei ZHOU ; Yujuan XIANG ; Shuya HUANG ; Chao ZHENG ; Han CAI ; Heling BAO ; Liwen FANG ; Linhong WANG ; Zengjing CHEN ; Zhigang YU
Chinese Medical Journal 2024;137(17):2084-2091
Background::Breast cancer (BC) risk-stratification tools for Asian women that are highly accurate and can provide improved interpretation ability are lacking. We aimed to develop risk-stratification models to predict long- and short-term BC risk among Chinese women and to simultaneously rank potential non-experimental risk factors.Methods::The Breast Cancer Cohort Study in Chinese Women, a large ongoing prospective dynamic cohort study, includes 122,058 women aged 25-70 years old from the eastern part of China. We developed multiple machine-learning risk prediction models using parametric models (penalized logistic regression, bootstrap, and ensemble learning), which were the short-term ensemble penalized logistic regression (EPLR) risk prediction model and the ensemble penalized long-term (EPLT) risk prediction model to estimate BC risk. The models were assessed based on calibration and discrimination, and following this assessment, they were externally validated in new study participants from 2017 to 2020.Results::The AUC values of the short-term EPLR risk prediction model were 0.800 for the internal validation and 0.751 for the external validation set. For the long-term EPLT risk prediction model, the area under the receiver operating characteristic curve was 0.692 and 0.760 in internal and external validations, respectively. The net reclassification improvement index of the EPLT relative to the Gail and the Han Chinese Breast Cancer Prediction Model (HCBCP) models for external validation was 0.193 and 0.233, respectively, indicating that the EPLT model has higher classification accuracy.Conclusions::We developed the EPLR and EPLT models to screen populations with a high risk of developing BC. These can serve as useful tools to aid in risk-stratified screening and BC prevention.
3.One case report of adjuvant antidepressant therapy with vitamin D and calcium
Hao SHI ; Xiaochun CHENG ; Lingquan KONG ; Liyuan MU ; Xiang ZHANG ; Yuanyuan WANG ; Hongyuan LI ; Guosheng REN ; Kainan WU
Chinese Journal of Endocrine Surgery 2024;18(4):591-592
Depression is a common mental illness in adolescents, and some patients do not respond well after medication, which may be partly related to vitamin D deficiency and insufficient calcium intake. This paper reports a 15-year-old patient with depression, whose condition was still unstable and the effect was not good despite routine use of antidepressant drugs and psychological intervention. After adequate supplementation of vitamin D and calcium, the patient's depression improved significantly, and the follow-up for 4 months, the condition was stable and did not recur.
4.Survivin ( BIRC5 ) regulates bladder fibrosis in a rat model of partial bladder outlet obstruction.
Xingpeng DI ; Xi JIN ; Liyuan XIANG ; Xiaoshuai GAO ; Liao PENG ; Wei WANG ; Kaiwen XIAO ; Yu LIU ; Guo CHEN ; Chi YUAN ; Deyi LUO ; Hong LI ; Kunjie WANG
Chinese Medical Journal 2023;136(1):117-119
5.Vitamin D Levels and Risk of Male Factor Infertility: A Mendelian Randomization Study
Chi YUAN ; Liyuan XIANG ; Zhongyu JIAN ; Banghua LIAO
The World Journal of Men's Health 2023;41(3):640-648
Purpose:
No consensus exists about the causal relationship between vitamin D (VD) and male factor infertility due to heterogeneity and confounding factors even in randomized controlled trials (RCTs). This study aimed to investigate the causal association between 25 hydroxyvitamin D (25OHD) levels and male factor infertility through Mendelian randomization (MR) and provide complementary information for optimization of future RCTs.
Materials and Methods:
Two-sample MR analyses with four steps were performed. Single-nucleotide polymorphisms (SNPs) for VD were extracted from 417,580 Europeans in the UK Biobank, and the summary-level data of male factor infertility (825 cases and 85,722 controls) were extracted from the FinnGen.
Results:
Totally 99 SNPs robustly associated with the 25OHD were included, and a 1-unit increase in genetically predicted natural-log transformed 25OHD levels was associated with decreased risk of male factor infertility (odds ratio [OR], 0.62; 95% confidence interval [CI], 0.44–0.89; p=0.010), which was consistent in all three sensitivity analyses (MR-Egger, weighted median, and weighted mode methods). The conclusion still stands after removing SNPs which explained more variation in the male factor infertility than the 25OHD (OR, 0.61; 95% CI, 0.42–0.88; p=0.009; n=62), and which were associated with confounders (body mass index, type 2 diabetes, smoking, and coronary artery diseases) of male factor infertility (OR, 0.58; 95% CI, 0.39–0.85; p=0.005; n=55).
Conclusions
VD supplement to increase serum 25OHD levels may be clinically beneficial for male factor infertility in the general population. The well-designed RCTs should be performed in priority to address this question.
6.Correlation between sleep midpoint and sleep quality in type 2 diabetic patients with insomnia
Lingling ZHAO ; Wei XIE ; Huaqian DONG ; Xiuya REN ; Qing LIU ; Dan YUAN ; Yiming XIANG ; Liyuan LUO ; Yihan ZHOU
Chinese Journal of Practical Nursing 2023;39(31):2419-2425
Objective:To analyze the correlation between sleep midpoint and sleep quality in insomnia patients with type 2 diabetes mellitus (T2DM).Methods:By adopting current situation investigation research, total of 150 T2DM patients hospitalized in the Department of Endocrinology, the First Affiliated Hospital of Guizhou University of Traditional Chinese Medicine from November 2021 to July 2022 were selected as the research objects. The general information questionnaire, Pittsburgh Sleep Quality Index (PSQI), anxiety scale (SAS) and Depression Scale (SDS) were used to investigate, and then analysis the datum.Results:Among 150 T2DM insomnia patients, 41 cases (27.33%) were in the early midpoint sleep group, 37 cases (24.67%) were in the middle midpoint sleep group, and 72 cases (48.00%) were in the late midpoint sleep group. There were significant differences in the distribution of sex, age and BMI level among different sleep midpoint groups ( χ2=7.24, 13.36, 15.93, all P<0.05). The scores of time to fall asleep at the midpoint of sleep in the 3 groups were (2.12 ± 1.25), (2.65 ± 0.79), (2.33 ± 1.02), the difference was significant ( F=2.14, P<0.05); the daytime disability scores in the 3 groups were (1.39 ± 1.36), (2.16 ± 1.12), (1.85 ± 1.32), the difference was significant ( F=3.17, P<0.05). Logistic regression analysis of disorder showed that the time to fall asleep ( OR=4.922, P<0.05) and daytime disability ( OR=4.043, P<0.05) had significant influence to the middle midpoint of sleep group when the early midpoint of sleep group as the control, while the male ( OR=2.182, P<0.05), 50 - 70 years old ( OR=5.005, P<0.05) and BMI over fat side ( OR=3.488, P<0.05) had significant influence to the late midpoint of sleep group. Conclusions:Medical staff should pay attention to the sleep quality of T2DM patients, pay attention to the sleep midpoint of patients, and improve patients′cognition of healthy sleep patterns.
7.Role and mechanism of miRNA-29a/PTEN pathway in neuronal network damage caused by aluminum
Changxin XIANG ; Yingchao HAN ; Meng LI ; Liyuan LU ; Qiao NIU ; Huifang ZHANG
Journal of Environmental and Occupational Medicine 2022;39(4):397-403
Background Aluminum can cause synaptic plasticity damage in the hippocampus, probably due to blocked interneuronal signal transmission. MicroRNA-29a (miR-29a) can target phosphatase and tensin homolog deleted on chromosome ten (PTEN) expression and participate in the generation of neuronal networks, and may be involved in the effect of aluminum on the electrical activity of neuronal networks. Objective To study the role and mechanism of miR-29a-targeted PTEN in aluminum-induced neuronal network injury in primary hippocampal neurons of ICR mice treated with maltol aluminum [Al(mal)3] in vitro. Methods Primary hippocampal neurons of ICR mice born within 24 h were cultured in vitro. The purity of neurons was determined by labeling neuron-specific microtubule-associated protein 2 (MAP2) by immunofluorescence staining on day six of the culture; neurons were treated with different concentrations of Al(mal)3, and divided into a control group, and 10, 20, and 40 μmol·L−1 Al(mal)3 groups, and neuronal cell viability was detected by CCK-8 method. Al(mal)3 at 20 μmol·L−1 was selected for subsequent experiments to establish a neuronal network injury model for intervention. The lentivirus infection method was used to transfect miR-29a into neurons, which were divided into mNG, mNG+20 μmol·L−1 Al(mal)3, miR-29a, and miR-29a+20 μmol·L−1 Al(mal)3 groups, and micro-electrode array (MEA) was used to analyze the firing of neuronal network. The expressions of miR-29a and PTEN mRNA in each group were detected by real-time PCR (RT-PCR), and the expression of PTEN protein in each group was detected by Western blotting. Results The purity of primary mouse hippocampal neurons was greater than 90%, and the viability of the neurons was above 80% in all groups. At 48 h of the designed Al(mal)3 treatments, the changes in spike frequency, burst frequency, network burst frequency, and synchrony index of neurons cultivated on MEA plates in the control group were 207.56%±38.70%, 73.19%±46.43%, 75.42%±33.04%, and 117.13%±15.54%, respectively; the Al(mal)3 groups’ neuronal network electrical activity showed a decreasing trend. Compared with the control group, the spike frequency, burst frequency, network burst frequency, and synchrony index of the 20 and 40 μmol·L−1 Al(mal)3 groups significantly decreased (The changes were 171.70%±28.08%, 49.20%±23.23%, 50.20%±18.18%, and 85.45%±20.30%; 150.68%±26.15%, 43.43%±15.54%, 52.05%±26.31%, and 26.80%±8.29%, respectively, P < 0.05). Compared with the control group (1.00), the miR-29a relative expression levels were significantly decreased in the 20 μmol·L−1 Al(mal)3 group (0.74±0.09) and the 40 μmol·L−1 Al(mal)3 group (0.62±0.12) (P < 0.05); the relative expression levels of PTEN mRNA were significantly increased in the 20 μmol·L−1 Al(mal)3 group (1.32±0.12) and the 40 μmol·L−1 Al(mal)3 group (1.48±0.11) (P < 0.05); the PTEN protein relative expression levels (1.29±0.12 and 1.82±0.10, respectively) were also significantly increased (P < 0.05). By overexpressing miR-29a in mouse primary hippocampal neurons, the spike frequency, burst frequency, and network burst frequency were significantly higher in the miR-29a group compared with the mNG group (The changes were 252.80%±62.03%, 171.65%±56.30%, and 197.75%±27.12%, respectively, P<0.05). The mNG+20 μmol·L−1 Al(mal)3 group showed a significant decrease in all indicators of neuronal network electrical activity (The changes were 123.28%±47.31%, 66.62%±31.53%, 70.60%±12.48%, and 52.86%±20.26%, respectively, P < 0.05). Compared with the mNG+20 μmol·L−1 Al(mal)3 group, the electrical activity indicators of neuronal network were significantly higher in the miR-29a+20 μmol·L−1 Al(mal)3 group (The changes were 161.41%±42.13%, 101.16%±30.63%, 127.02%±29.58%, and 109.73%±15.61%, respectively, P < 0.05). Compared with the mNG group (1.00), the neuronal PTEN mRNA relative expression (0.67±0.11) and the PTEN protein expression (0.75±0.08) were decreased in the miR-29a group (P < 0.05); the PTEN mRNA relative expression (1.32±0.12) and the PTEN protein relative expression (1.46±0.15) in the mNG+20 μmol·L−1 Al(mal)3 group were increased (P < 0.05). Compared with the mNG+20 μmol·L−1 Al(mal)3 group, the PTEN mRNA relative expression (0.93±0.06) and the PTEN protein relative expression (0.92±0.09) were decreased in the miR-29a+20 μmol·L−1 Al(mal)3 group (P < 0.05). Conclusion Aluminum significantly inhibits the electrical activity of hippocampal neuronal networks, and miRNA-29a may be involved in the aluminum-induced impairment of hippocampal neuronal network electrical activity by regulating PTEN expression.
8.Effect of GSK-3β-mediated DRP1 on inhibition of primary hippocampal neuronal growth induced by aluminum
Meng LI ; Liyuan LU ; Xiaoyu HE ; Changxin XIANG ; Xiaoya CAI ; Huifang ZHANG
Journal of Environmental and Occupational Medicine 2022;39(10):1095-1101
Background Aluminum (Al) can cause irreversible damage to neurons and synapses function, and the mechanism may be connected to mitochondrial damage caused by glycogen synthase kinase-3β (GSK-3β) regulating dynamin-related protein 1 (DRP1), resulting in inhibition of the growth of neuronal protrusions. Objective To investigate the role of GSK-3β regulating DRP1 in the inhibition of primary hippocampal neurite growth induced by Al. Methods Neurons were extracted from the hippocampus of newborn mice (≤24 h old) for primary culture. On day 6, the purity of neurons was detected by immunofluorescence. On day 10, neurons with good growth state were selected for Al exposure and GSK-3β inhibitor SB216763 (SB) intervention. The experiment design included a blank control group, a dimethyl sulfoxide (DMSO) group, an Al (20 μmol·L−1) group, a SB (1 μmol·L−1) group, and a SB (1 μmol·L−1) + Al (20 μmol·L−1) group. After primary hippocampal neurons were treated with Al or SB for 48 h, cell viability was detected by CCK-8 assay, the mitochondrial morphology of primary hippocampal neurons was observed by transmission electron microscopy, the total protrusion length of primary hippocampal neurons was scanned and analyzed by laser confocal imaging, and their complexity was analyzed by Sholl analysis. The expression levels of phospho-GSK-3β, GSK-3β, and DRP1 were detected by Western blotting. Results The immunofluorescent results showed that the purity of primary neurons was higher than 90%. After the Al exposure and the SB intervention for 48 h, compared with the blank control group, there was no obvious difference in cell viability in the DMSO group and the SB group (P>0.05), and the Al group showed reduced cell viability (P=0.006); there was no obvious difference in cell viability between the SB+Al group and the Al group (P>0.05). Compared with the blank control group, there was no obvious difference in the average total length of protrusion in the DMSO group and the SB group (P>0.05), and the Al group showed reduced average total length of neurite (P<0.001); the average total neurite length in the SB+Al group was significantly increased compared with that in the Al group (P=0.001). The results of Sholl analysis revealed that, within 130 μm from the cytosol, the number of intersections of neurons in each group increased with the increase of distance. Above 130 μm from the cytosol, the number of intersections of neurons in each group decreased gradually with increase of distance. At 130 μm and 310 μm from the cytosol, compared with the blank control group, the number of neuronal intersections in the DMSO group and the SB group had no obvious difference (P>0.05), and that in the Al group was significantly reduced (P<0.05); there was no obvious difference in the number of neuronal intersections between the SB+Al group and the Al group (P>0.05). The mitochondrial structure of the blank control group was complete and the crest was clearly visible; there was no apparent variation in the mitochondrial structure in the DMSO group and the SB group; the mitochondria in the Al group were vacuolated and the crista disappeared; the SB+Al group showed clearer crista than the Al group. The difference in GSK-3β phosphorylation level among groups was statistically significant (F=45.841, P<0.001). Compared with the blank control group, the GSK-3β phosphorylation level showed not significantly different in the DMSO group (P>0.05), increased in the SB group (P=0.022), and significantly reduced in the Al group (P<0.001); the GSK-3β phosphorylation level was significantly higher in the SB+Al group than in the Al group (P<0.001). The difference in DRP1 protein level among groups was statistically significant (F=8.389, P=0.003). Compared with the blank control group, the DRP1 protein levels in the DMSO group and the SB group were not significantly different (P>0.05), and significantly increased in the Al group (P=0.001); the DRP1 protein level in the SB+Al group was significantly lower than that in the Al group (P=0.029). Conclusion Al may increase the level of DRP1 protein by activating GSK-3β, causing mitochondrial damage and inhibiting neuronal protrusions growth.
9.The relevance of EZH2 polymorphism to breast cancer risk in Chinese females: results from a multicenter case-control study
Linfeng ZHAO ; Lixiang YU ; Chao ZHENG ; Shuya HUANG ; Liyuan LIU ; Yujuan XIANG ; Fei WANG ; Fei ZHOU ; Wenzhong ZHOU ; Chunmiao YE ; Liang LI ; Zhongbing MA ; Qiang ZHANG ; Qinye FU ; Zhigang YU
Chinese Journal of General Surgery 2022;37(7):508-513
Objective:To investigate the relationship between single nucleotide polymorphism (SNPs) of Zeste homolog enhancer 2 (EZH2) gene and the risk of breast cancer.Methods:Recruiting 1 039 breast cancer patients and 1 040 controls at 22 referral hospitals nationwide in China, the genotype distribution of 3 SNPs loci of EZH2 genes was observed to detect the correlation between different genotypes and the risk of breast cancer genotypes EZH2 expression in breast cancer tissues and its correlation with patient prognosis were analyzed using breast cancer data from the database.Results:EZH2 rs6464926 CC genotype was compared with TT genotype (TT vs. CC: OR=1.362, 95% CI: 1.063-1.746, P=0.015) and dominant model (TC+TT vs .CC: OR=1.22, 95% CI: 1.004-1.483, P=0.045) .In women with BMI ≥24 kg/m 2, the TC genotype ( P=0.050), TT genotype ( P=0.025) and dominant model (TC+TT, P=0.021) of rs6464926 locus were significantly different from CC genotype in cancer risk. rs6464926 was correlated with EZH2 gene expression ( P=6.89E-47). EZH2 gene is highly expressed in breast cancer tissues, and patients with high expression were associated with shorter OS ( HR=1.27, P=0.013), DMFS ( HR=1.37, P<0.01), and RFS ( HR=1.44, P<0.01). Conclusions:The polymorphism rs6464926 of EZH2 gene is associated with breast cancer susceptibility in Chinese women. rs6464926 might regulate breast cancer risk and prognosis by changing EZH2 expression.
10.Characteristics and influencing factors of moderate and above pain after head and neck tissue flap repair based on patient self-reports
Hongmei GUO ; Jiajing JI ; Liyuan XIANG ; Minmin HE ; Xiue LI
Chinese Journal of Modern Nursing 2021;27(9):1190-1195
Objective:This study aimed to explore and analyze correlated factors of the characteristics of moderate and severe pain in head and neck cancer (HNC) patients after tissue flap repairment, to provide the basis for the following pain management.Methods:The convenience sampling method was used to enroll 239 patients who underwent tissue flap repairment at the Department of Oral and Maxillofacial Surgery, Peking University Hospital of Stomatology between December 2017 and December 2018 in this study. To classify the types of pain, Verbal Rating Scale (VRS) scores were used to collect the pain symptoms of patients with 6 time periods of wound, throat, infusion, other and non-intervention for 6 days, and analyze the characteristics and correlated factors of moderate and severe pain.Results:Eighty-seven of the 239 patients complained of moderate or severe pain. The distribution of patients age and education level had statistical differences in the presence or absence of moderate to severe pain ( P<0.05) . The cases of sore throat and frequency occurred most frequently among all types of pain. Conclusions:Although patient-controlled analgesia is given to patients after flap repairment, more than one-third of patients still complained of moderate and severe pain. Different types of pain have different characteristics, and throat pain occurred more frequently. Moderate pain was more common in male patients, while severe pain has a much higher proportion in female patients.

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