1.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.
2.Analysis of constipation status and influencing factors in patients with lung cancer during postoperative hospitalization
Heling ZHOU ; Yanhua JIANG ; Chuanmei WU ; Yanli CHEN ; Qiuyue TANG ; Shan LUO ; Yaqin WANG ; Jia LIAO ; Xing WEI ; Zhen DAI ; Wei DAI ; Qiuling SHI
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2023;30(10):1402-1406
Objective To investigate the current status of constipation during postoperative hospitalization and the factors associated with moderate to severe constipation at discharge in lung cancer patients. Methods Lung cancer patients who underwent surgery in 6 tertiary hospitals in Sichuan Province from November 2017 to January 2020 were enrolled. The MD Anderson Symptom Scale-Lung Cancer Module was used to collect postoperative constipation scores. Unconditional logistic stepwise regression was used to analyze the related influencing factors for moderate to severe constipation on the day of discharge. Results Finally 337 patients were collected. There were 171 males and 166 females, with an average age of 55.0±10.3 years. Constipation scores of lung cancer patients increased from postoperative day 1 to day 3, and showed a decreasing trend from day 3 to day 7. Moderate to severe constipation was present in 68 (20.2%) patients at discharge. The postoperative hospital stay (OR=0.743, P<0.001) and the dose of morphine used during postoperative hospitalization (OR=1.002, P=0.015) were influencing factors for moderate to severe constipation at discharge in lung cancer patients. Conclusion Lung cancer patients have the most severe constipation on postoperative day 3. Moderate to severe constipation at discharge is associated with the postoperative hospital stay and the dose of morphine used during postoperative hospitalization.
4.Left ventricular systolic function between left bundle branch pacing and right ventricular septum pacing in patients with pacemaker dependence by three-dimensional speckle tracking imaging.
Heling WEN ; Yu CHEN ; Zhongshu LIANG
Journal of Central South University(Medical Sciences) 2021;46(4):379-384
OBJECTIVES:
To compare the left ventricular systolic function between the 1eft bundle branch pacing (LBBP) and right ventricular septum pacing (RVSP) in patients with pacemaker dependence by three-dimensional speckle tracking imaging (3D-STI).
METHODS:
A total of 65 patients with atrioventricular block (AVB) (Mobitz type II second-degree AVB, high-degree AVB, or third-degree AVB), who underwent permanent cardiac pacing implantation including 32 patients receiving LBBP (LBBP group) and 33 patients receiving RVSP (RVSP group) from June 2018 to June 2019,were enrolled in this study. These patients met the following inclusion criterion: pre-operative left ventricular ejection fraction (LVEF)>50% and ventricular pacing rate>40% at 6-month programming follow-up; and the patients underwent echocardiography at pre-operation and 6 months after operation. The 3D-STI was used to obtain global longitudinal strain (GLS), global circumferential strain (GCS), global radial strain (GRS), and global area strain (GAS).
RESULTS:
All the patients in the LBBP group and the RVSP group had normal LVEF, there was no significant difference between the 2 group (
CONCLUSIONS
For patients with pacemaker dependence and normal LVEF at pre-operation, the cardiac function in the LBBP group is not significantly better than that in the RVSP group in short term follow-up. But in terms of physiologic pacing and long-term cardiac function protection, the 1eft bundle branch pacing is an optimal pacing mode.
Bundle of His
;
Cardiac Pacing, Artificial
;
Humans
;
Pacemaker, Artificial
;
Stroke Volume
;
Ventricular Function, Left
;
Ventricular Septum/diagnostic imaging*
5.Assessment of left ventricular systolic function in patients with paroxysmal atrial fibrillation after catheter ablation by three-dimensional speckle tracking imaging
Heling WEN ; Yu CHEN ; Zhongshu LIANG
The Journal of Practical Medicine 2019;35(3):467-470
Objective To evaluate left ventricular (LV) systolic function in patients with paroxysmal atrial fibrillation (PAF) after catheter ablation by three-dimensional speckle tracking imaging (3 D-STI). Methods A total of 35 patients with PAF who underwent catheter ablation were enrolled in this study. The participants underwent standard echocardiography and 3 D-STI three to six months before and after the operation. 30 healthy volunteers were enrolled as controls. 3 D-STI was used to obtain global longitudinal strain (GLS) , global circumferential strain (GCS) , global radial strain (GRS) , and global area strain (GAS). Results The LA and E/e' ratio in PAF group showed no significant difference before and after the operation, but were increased compared with controls.There were no significant differences between PAF group and control group in LV, left ventricular end-diastolic volume (LVEDV) , left ventricular end-systolic volume (LVESV) and left ventricular ejection fraction (LVEF) before and after the operation. Compared with control group, GLS and GAS in PAF group were significantly decreased.GAS in PAF group three to six months after catheter ablation was significantly increased. Conclusions Although with normal LVEF, LV systolic function is impaired in patients with PAF. 3 D-STI technique could sensitively reflet the decline in LV myocardial deformation and systolic function.
6. Clinical study of acupuncture combined with three oxygen in the treatment of postherpetic neuralgia
Chengmao JI ; Xiaohua YUAN ; Xia CHEN ; Heling ZHU ; Guoxiong TAN
Chinese Journal of Primary Medicine and Pharmacy 2018;25(9):1125-1129
Objective:
To explore the clinical efficacy of acupuncture combined with three oxygen in the treatment of postherpetic neuralgia.
Methods:
According to the digital table, 70 patients with neck thoracolumbar sacral postherpetic neuralgia were randomly divided into control group (conventional acupuncture plus oral gabapentin+ Bailemian capsule oral group) and observation group (abdominal acupuncture + floating needle + three oxygen paravertebral injection group), 35 cases in each group.The clinical efficacy, sleep state (SRSS), anxiety state (HAMA) and visual analogue scale (VAS) of the two groups were observed and recorded after treatment.
Results:
The curative effect of the observation group was significantly better than that of the control group (91.43% vs.65.71%, χ2=6.873,
7.Application of comprehensive nursing intervention for viral meningitis children
Xuan ZHANG ; Heling ZHAO ; Shixia CHEN ; Xiucai WU
Journal of Clinical Medicine in Practice 2018;22(4):128-129,132
Objective To analyze the clinical effect of comprehensive intervention for viral meningitis children.Methods Seventy-eight children with viral meningitis were randomly divided into control group(n =36) and observation group (n =42),given routine intervention,and comprehensive intervention,respectively.The clinical efficacy,symptom relief time,discharge time,complication rate and satisfaction were compared between the two groups.Results The effective rate of the observation group was significantly higher,symptom relief time,hospitalization time and complication rate were significantly lower,and satisfaction was higher than that of the control group (P <0.05).Conclusion The comprehensive intervention has a significant clinical effect on pediatric viral encephalitis,and it can enhance patients'satisfaction,reduce time for symptom relief and improve the prognosis of complications.So it is worth promoting.
8.Application of comprehensive nursing intervention for viral meningitis children
Xuan ZHANG ; Heling ZHAO ; Shixia CHEN ; Xiucai WU
Journal of Clinical Medicine in Practice 2018;22(4):128-129,132
Objective To analyze the clinical effect of comprehensive intervention for viral meningitis children.Methods Seventy-eight children with viral meningitis were randomly divided into control group(n =36) and observation group (n =42),given routine intervention,and comprehensive intervention,respectively.The clinical efficacy,symptom relief time,discharge time,complication rate and satisfaction were compared between the two groups.Results The effective rate of the observation group was significantly higher,symptom relief time,hospitalization time and complication rate were significantly lower,and satisfaction was higher than that of the control group (P <0.05).Conclusion The comprehensive intervention has a significant clinical effect on pediatric viral encephalitis,and it can enhance patients'satisfaction,reduce time for symptom relief and improve the prognosis of complications.So it is worth promoting.
9.Population reproductive regularity and reproductive performance of rhesus monkeys and cynomolgus monkeys in Kunming area
Hong WANG ; Xuewei FU ; Zhigang CHEN ; Faliang ZONG ; Heling LI ; Qiujiang WEI
Chinese Journal of Comparative Medicine 2017;27(7):34-39
Objective To explore the population reproductive regularity and reproductive performance of rhesus and cynomolgus monkeys in Kunming area, and to provide reference data for the construction of rhesus and cynomolgus monkey breeding base,reproductive biology research and biological resources protection.Methods The reproductive regularity and reproductive performance in a rhesus monkey population of 20 males and 130 females, and a cynomolgus monkey population of 120 males and 780 females in a large-scale experimental monkey breeding base in Kunming were observed for a whole year and statistically analyzed.Results There was a distinct seasonal variation in the reproduction of rhesus monkeys in Kunming area, while no obvious seasonal changes was observed in cynomolgus monkeys.The pregnancy rate, reproductive rate and neonatal survival rate of rhesus monkeys were 76.15%, 69.23% and 90.70%, respectively.The pregnancy rate, neonatal reproduction rate and survival rate of cynomolgus monkeys were 78.98%, 74.87% and 94.81%, respectively.The menstrual cycle and pregnancy period of rhesus monkeys were (28.80 ± 2.33) d and (165.87 ± 7.52) d, respectively.The menstrual cycle and pregnancy period of cynomolgus monkeys were (29.35 ± 3.05) d and (157.93 ± 5.42) d, respectively.The average birth weight and weaning weight of rhesus monkey pups were (425.00 ± 100.50) g and (1491.67 ± 172.35) g, and those of cynomolgus monkeys were (314.33 ± 61.18) g and (1013.50 ± 115.50) g, respectively.Conclusions The reproduction regularity of rhesus and cynomolgus monkeys in Kunming area are defined.The reproductive performance of rhesus and cynomolgus monkeys are reported in detail.It provides basic data for the breeding of rhesus and cynomolgus monkeys in Kunming area and the development of research of experimental monkey reproductive biology.
10.Efficacy of individualized sublingual immunotherapy with dermatophagoides farinae drops on patients with allergic rhinitis of different age groups.
Jiping LIU ; Xiaoxun HU ; Shucai FU ; Chunxuan WU ; Heling CHEN ; Min ZHANG
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2014;28(5):289-292
OBJECTIVE:
To evaluate the efficacy of personal sublingual immunotherapy (SLIT) with dermatophagoides to study the efficacy of dermatophagoides farinae drops for allergic rhinitis (AR) of different age groups.
METHOD:
The current study had analyzed the efficacy of SLIT in 150 patients with AR who were sensitized to house dust mites. All patients were treated with dermatophagoides farinae drops and combined with symptomatic treatment. The patients were divided into groups 1-5, group 1:17 patients (4-7 years old), group 2: 38 patients (> 7-12 years old), group 3:31 patients (> 12-18 years old), group 4: 38 patients (> 18 - 40 years old), group 5: 26 patients (> 40-63 years old). The total nasal symptom scores (TNSS) and total medicine scores (TMS) were recorded at each visit. Before and after SLIT for 0.5 year, 1 year and 1.5 to 2.0 years, the TNSS and TMS of each patient were evaluated. The dosage adjustment of immunotherapy according to the patient's symptoms were performed.
RESULT:
The TNSS and TMS had continuously improved significantly after SLIT for half year, 1 year and 1.5 to 2.0 years in all groups as compared with baseline (P < 0.05). There were no significant differences in the different age groups for TNSS and TMS during all time points.
CONCLUSION
Individualized SLIT with dermatophagoides farinae drops for 1.5-2.0 years is the most effective in the patients with allergic rhinitis of different age groups. And equivalent efficacy could be achieved for different age groups.
Adolescent
;
Adult
;
Age Factors
;
Animals
;
Antigens, Dermatophagoides
;
administration & dosage
;
Child
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Child, Preschool
;
Female
;
Humans
;
Male
;
Middle Aged
;
Rhinitis, Allergic
;
therapy
;
Sublingual Immunotherapy
;
Treatment Outcome
;
Young Adult

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