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.Evaluation of clinical effect of position pillows for neuraxial anesthesia
Jing ZHANG ; Jiechu WANG ; Xinyan ZHU ; Xiaoqing ZHANG ; Dong WANG ; Xueyao YU ; Jinjin HUO ; Zhukai CONG ; Yi LIU ; Wei LIU ; Liyuan HAO ; Li FAN ; Xiaoxiao LI
Chinese Journal of Anesthesiology 2024;44(9):1135-1138
Objective:To evaluate the clinical effect of the position pillows for neuraxial anesthesia.Methods:This was a prospective randomized controlled trial. Four hundred and twelve patients regardless of gender, aged ≥18 yr, of American Society of Anesthesiologists Physical Status classification Ⅰ-Ⅲ, who underwent elective surgery under neuraxial anesthesia at Peking University Third Hospital from February to October 2023, were selected and divided into 2 groups ( n=206 each) using a random number table method: pillow group (P group) and control group (C group). Group C underwent the conventional procedure for neuraxial anesthesia. The patients were placed in a position using the position pillow on the basis of oral education before routine anesthesia in group P. The success rate of puncture at first attempt, puncture time and position placement time were recorded. The adjustment of position, body movement and occurrence of discomfort during the puncture were also recorded. The visual analogue scale score was used to evaluate the level of anxiety before positioning, after positioning and after anesthesia. The visual analogue scale score was used to evaluate the patient′s comfort and the operator′s satisfaction with position after the anesthesia was completed. Results:Compared with group C, the time for positioning was significantly shortened, the anxiety level was decreased after positioning and after anesthesia, the rate of improvement in anxiety was increased, the scores for the patient′s comfort and the operator′s satisfaction with position were increased ( P<0.05), and no significant changes were found in the success rate of puncture at first attempt, puncture time and incidence of body movement during the puncture and incidence of the adjustment of position ( P>0.05). No discomfort was observed in either group during the puncture. Conclusions:This new type of position pillows for the neuraxial anesthesia can not only optimize the effect of position placement, but also improve the patients′ comfort.
3.Effect of maternal emotional symptoms on emotional and behavioral problems in preschool children
ZHU Min, ZHA Jinhong, JIA Liyuan, LI Ruoyu, YU Min, HE Haiyan, WAN Yuhui
Chinese Journal of School Health 2024;45(7):993-997
Objective:
To explore the mediating role of psychological and physical aggression in the association between maternal emotional symptoms with emotional and behavioral problems in preschool children, so as to provide references for effective intervention of risk factors related to childrens emotional and behavioral problems.
Methods:
A longitudinal study was conducted to select 12 kindergarten children and their mothers in Wuhu City, Anhui Province by using stratified clustering sampling. The baseline survey was carried out in June 2021, followed up every six months, and a total of 3 followups were administered. Totally 853 valid questionnaires of junior class children were included by the survey data from baseline, second and thirl followups. The Depression Anxiety and Stress Scale-21 (DASS-21), the Parent-Child Conflict Tactics Scales (CTSPC) and the Strength and Difficulties Questionnaire (SDQ) were used to measure maternal emotional symptoms, psychological and physical aggression, and childrens emotional and behavioral problems, respectively.
Results:
The physical aggression of mothers towards children in boys was higher than in girls (t=3.53, P<0.05). The results of correlation analysis showed that maternal depressive symptoms were positively correlated with psychological aggression, physical aggression and childrens SDQ scores (r=0.20, 0.21, 0.18, P<0.01), maternal anxiety symptoms were positively correlated with psychological aggression, physical aggression and childrens SDQ scores (r=0.24, 0.22, 0.10, P<0.01), respectively; maternal stress symptoms were positively correlated with psychological aggression, physical aggression. The SDQ scores were positively correlated (r=0.26, 0.25, 0.18, P<0.01), and the scores of maternal psychological aggression and physical aggression were positively correlated with the SDQ scores of children (r=0.12, 0.16, P<0.01). The mediating analysis showed that after controlling for related confounding factors, psychological aggression played a partial mediating effect in the association between maternal depressive symptoms and childrens emotional and behavioral problems, and the mediating effect ratio was 8.05%. Physical aggression played a partial mediating effect in the association between maternal depression, anxiety and stress symptoms and childrens emotional and behavioral problems, which were 15.94%, 11.73% and 12.54% (P<0.05), respectively.
Conclusions
Psychological and physical aggression play mediating roles in the association between maternal emotional symptoms and childrens emotional and behavioral problems, and actively improving maternal emotional symptoms and their childrens discipline methods can help reduce the occurrence of emotional and behavioral problems in preschool children.
4.Force-induced Caspase-1-dependent pyroptosis regulates orthodontic tooth movement.
Liyuan CHEN ; Huajie YU ; Zixin LI ; Yu WANG ; Shanshan JIN ; Min YU ; Lisha ZHU ; Chengye DING ; Xiaolan WU ; Tianhao WU ; Chunlei XUN ; Yanheng ZHOU ; Danqing HE ; Yan LIU
International Journal of Oral Science 2024;16(1):3-3
Pyroptosis, an inflammatory caspase-dependent programmed cell death, plays a vital role in maintaining tissue homeostasis and activating inflammatory responses. Orthodontic tooth movement (OTM) is an aseptic force-induced inflammatory bone remodeling process mediated by the activation of periodontal ligament (PDL) progenitor cells. However, whether and how force induces PDL progenitor cell pyroptosis, thereby influencing OTM and alveolar bone remodeling remains unknown. In this study, we found that mechanical force induced the expression of pyroptosis-related markers in rat OTM and alveolar bone remodeling process. Blocking or enhancing pyroptosis level could suppress or promote OTM and alveolar bone remodeling respectively. Using Caspase-1-/- mice, we further demonstrated that the functional role of the force-induced pyroptosis in PDL progenitor cells depended on Caspase-1. Moreover, mechanical force could also induce pyroptosis in human ex-vivo force-treated PDL progenitor cells and in compressive force-loaded PDL progenitor cells in vitro, which influenced osteoclastogenesis. Mechanistically, transient receptor potential subfamily V member 4 signaling was involved in force-induced Caspase-1-dependent pyroptosis in PDL progenitor cells. Overall, this study suggested a novel mechanism contributing to the modulation of osteoclastogenesis and alveolar bone remodeling under mechanical stimuli, indicating a promising approach to accelerate OTM by targeting Caspase-1.
Animals
;
Humans
;
Mice
;
Rats
;
Bone Remodeling/physiology*
;
Caspase 1
;
Periodontal Ligament
;
Pyroptosis
;
Tooth Movement Techniques
5.Force-induced Caspase-1-dependent pyroptosis regulates orthodontic tooth movement
Chen LIYUAN ; Yu HUAJIE ; Li ZIXIN ; Wang YU ; Jin SHANSHAN ; Yu MIN ; Zhu LISHA ; Ding CHENGYE ; Wu XIAOLAN ; Wu TIANHAO ; Xun CHUNLEI ; Zhou YANHENG ; He DANQING ; Liu YAN
International Journal of Oral Science 2024;16(2):238-250
Pyroptosis,an inflammatory caspase-dependent programmed cell death,plays a vital role in maintaining tissue homeostasis and activating inflammatory responses.Orthodontic tooth movement(OTM)is an aseptic force-induced inflammatory bone remodeling process mediated by the activation of periodontal ligament(PDL)progenitor cells.However,whether and how force induces PDL progenitor cell pyroptosis,thereby influencing OTM and alveolar bone remodeling remains unknown.In this study,we found that mechanical force induced the expression of pyroptosis-related markers in rat OTM and alveolar bone remodeling process.Blocking or enhancing pyroptosis level could suppress or promote OTM and alveolar bone remodeling respectively.Using Caspase-1-/-mice,we further demonstrated that the functional role of the force-induced pyroptosis in PDL progenitor cells depended on Caspase-1.Moreover,mechanical force could also induce pyroptosis in human ex-vivo force-treated PDL progenitor cells and in compressive force-loaded PDL progenitor cells in vitro,which influenced osteoclastogenesis.Mechanistically,transient receptor potential subfamily V member 4 signaling was involved in force-induced Caspase-1-dependent pyroptosis in PDL progenitor cells.Overall,this study suggested a novel mechanism contributing to the modulation of osteoclastogenesis and alveolar bone remodeling under mechanical stimuli,indicating a promising approach to accelerate OTM by targeting Caspase-1.
6.Force-induced Caspase-1-dependent pyroptosis regulates orthodontic tooth movement
Chen LIYUAN ; Yu HUAJIE ; Li ZIXIN ; Wang YU ; Jin SHANSHAN ; Yu MIN ; Zhu LISHA ; Ding CHENGYE ; Wu XIAOLAN ; Wu TIANHAO ; Xun CHUNLEI ; Zhou YANHENG ; He DANQING ; Liu YAN
International Journal of Oral Science 2024;16(2):238-250
Pyroptosis,an inflammatory caspase-dependent programmed cell death,plays a vital role in maintaining tissue homeostasis and activating inflammatory responses.Orthodontic tooth movement(OTM)is an aseptic force-induced inflammatory bone remodeling process mediated by the activation of periodontal ligament(PDL)progenitor cells.However,whether and how force induces PDL progenitor cell pyroptosis,thereby influencing OTM and alveolar bone remodeling remains unknown.In this study,we found that mechanical force induced the expression of pyroptosis-related markers in rat OTM and alveolar bone remodeling process.Blocking or enhancing pyroptosis level could suppress or promote OTM and alveolar bone remodeling respectively.Using Caspase-1-/-mice,we further demonstrated that the functional role of the force-induced pyroptosis in PDL progenitor cells depended on Caspase-1.Moreover,mechanical force could also induce pyroptosis in human ex-vivo force-treated PDL progenitor cells and in compressive force-loaded PDL progenitor cells in vitro,which influenced osteoclastogenesis.Mechanistically,transient receptor potential subfamily V member 4 signaling was involved in force-induced Caspase-1-dependent pyroptosis in PDL progenitor cells.Overall,this study suggested a novel mechanism contributing to the modulation of osteoclastogenesis and alveolar bone remodeling under mechanical stimuli,indicating a promising approach to accelerate OTM by targeting Caspase-1.
7.Force-induced Caspase-1-dependent pyroptosis regulates orthodontic tooth movement
Chen LIYUAN ; Yu HUAJIE ; Li ZIXIN ; Wang YU ; Jin SHANSHAN ; Yu MIN ; Zhu LISHA ; Ding CHENGYE ; Wu XIAOLAN ; Wu TIANHAO ; Xun CHUNLEI ; Zhou YANHENG ; He DANQING ; Liu YAN
International Journal of Oral Science 2024;16(2):238-250
Pyroptosis,an inflammatory caspase-dependent programmed cell death,plays a vital role in maintaining tissue homeostasis and activating inflammatory responses.Orthodontic tooth movement(OTM)is an aseptic force-induced inflammatory bone remodeling process mediated by the activation of periodontal ligament(PDL)progenitor cells.However,whether and how force induces PDL progenitor cell pyroptosis,thereby influencing OTM and alveolar bone remodeling remains unknown.In this study,we found that mechanical force induced the expression of pyroptosis-related markers in rat OTM and alveolar bone remodeling process.Blocking or enhancing pyroptosis level could suppress or promote OTM and alveolar bone remodeling respectively.Using Caspase-1-/-mice,we further demonstrated that the functional role of the force-induced pyroptosis in PDL progenitor cells depended on Caspase-1.Moreover,mechanical force could also induce pyroptosis in human ex-vivo force-treated PDL progenitor cells and in compressive force-loaded PDL progenitor cells in vitro,which influenced osteoclastogenesis.Mechanistically,transient receptor potential subfamily V member 4 signaling was involved in force-induced Caspase-1-dependent pyroptosis in PDL progenitor cells.Overall,this study suggested a novel mechanism contributing to the modulation of osteoclastogenesis and alveolar bone remodeling under mechanical stimuli,indicating a promising approach to accelerate OTM by targeting Caspase-1.
8.Force-induced Caspase-1-dependent pyroptosis regulates orthodontic tooth movement
Chen LIYUAN ; Yu HUAJIE ; Li ZIXIN ; Wang YU ; Jin SHANSHAN ; Yu MIN ; Zhu LISHA ; Ding CHENGYE ; Wu XIAOLAN ; Wu TIANHAO ; Xun CHUNLEI ; Zhou YANHENG ; He DANQING ; Liu YAN
International Journal of Oral Science 2024;16(2):238-250
Pyroptosis,an inflammatory caspase-dependent programmed cell death,plays a vital role in maintaining tissue homeostasis and activating inflammatory responses.Orthodontic tooth movement(OTM)is an aseptic force-induced inflammatory bone remodeling process mediated by the activation of periodontal ligament(PDL)progenitor cells.However,whether and how force induces PDL progenitor cell pyroptosis,thereby influencing OTM and alveolar bone remodeling remains unknown.In this study,we found that mechanical force induced the expression of pyroptosis-related markers in rat OTM and alveolar bone remodeling process.Blocking or enhancing pyroptosis level could suppress or promote OTM and alveolar bone remodeling respectively.Using Caspase-1-/-mice,we further demonstrated that the functional role of the force-induced pyroptosis in PDL progenitor cells depended on Caspase-1.Moreover,mechanical force could also induce pyroptosis in human ex-vivo force-treated PDL progenitor cells and in compressive force-loaded PDL progenitor cells in vitro,which influenced osteoclastogenesis.Mechanistically,transient receptor potential subfamily V member 4 signaling was involved in force-induced Caspase-1-dependent pyroptosis in PDL progenitor cells.Overall,this study suggested a novel mechanism contributing to the modulation of osteoclastogenesis and alveolar bone remodeling under mechanical stimuli,indicating a promising approach to accelerate OTM by targeting Caspase-1.
9.Force-induced Caspase-1-dependent pyroptosis regulates orthodontic tooth movement
Chen LIYUAN ; Yu HUAJIE ; Li ZIXIN ; Wang YU ; Jin SHANSHAN ; Yu MIN ; Zhu LISHA ; Ding CHENGYE ; Wu XIAOLAN ; Wu TIANHAO ; Xun CHUNLEI ; Zhou YANHENG ; He DANQING ; Liu YAN
International Journal of Oral Science 2024;16(2):238-250
Pyroptosis,an inflammatory caspase-dependent programmed cell death,plays a vital role in maintaining tissue homeostasis and activating inflammatory responses.Orthodontic tooth movement(OTM)is an aseptic force-induced inflammatory bone remodeling process mediated by the activation of periodontal ligament(PDL)progenitor cells.However,whether and how force induces PDL progenitor cell pyroptosis,thereby influencing OTM and alveolar bone remodeling remains unknown.In this study,we found that mechanical force induced the expression of pyroptosis-related markers in rat OTM and alveolar bone remodeling process.Blocking or enhancing pyroptosis level could suppress or promote OTM and alveolar bone remodeling respectively.Using Caspase-1-/-mice,we further demonstrated that the functional role of the force-induced pyroptosis in PDL progenitor cells depended on Caspase-1.Moreover,mechanical force could also induce pyroptosis in human ex-vivo force-treated PDL progenitor cells and in compressive force-loaded PDL progenitor cells in vitro,which influenced osteoclastogenesis.Mechanistically,transient receptor potential subfamily V member 4 signaling was involved in force-induced Caspase-1-dependent pyroptosis in PDL progenitor cells.Overall,this study suggested a novel mechanism contributing to the modulation of osteoclastogenesis and alveolar bone remodeling under mechanical stimuli,indicating a promising approach to accelerate OTM by targeting Caspase-1.
10.Force-induced Caspase-1-dependent pyroptosis regulates orthodontic tooth movement
Chen LIYUAN ; Yu HUAJIE ; Li ZIXIN ; Wang YU ; Jin SHANSHAN ; Yu MIN ; Zhu LISHA ; Ding CHENGYE ; Wu XIAOLAN ; Wu TIANHAO ; Xun CHUNLEI ; Zhou YANHENG ; He DANQING ; Liu YAN
International Journal of Oral Science 2024;16(2):238-250
Pyroptosis,an inflammatory caspase-dependent programmed cell death,plays a vital role in maintaining tissue homeostasis and activating inflammatory responses.Orthodontic tooth movement(OTM)is an aseptic force-induced inflammatory bone remodeling process mediated by the activation of periodontal ligament(PDL)progenitor cells.However,whether and how force induces PDL progenitor cell pyroptosis,thereby influencing OTM and alveolar bone remodeling remains unknown.In this study,we found that mechanical force induced the expression of pyroptosis-related markers in rat OTM and alveolar bone remodeling process.Blocking or enhancing pyroptosis level could suppress or promote OTM and alveolar bone remodeling respectively.Using Caspase-1-/-mice,we further demonstrated that the functional role of the force-induced pyroptosis in PDL progenitor cells depended on Caspase-1.Moreover,mechanical force could also induce pyroptosis in human ex-vivo force-treated PDL progenitor cells and in compressive force-loaded PDL progenitor cells in vitro,which influenced osteoclastogenesis.Mechanistically,transient receptor potential subfamily V member 4 signaling was involved in force-induced Caspase-1-dependent pyroptosis in PDL progenitor cells.Overall,this study suggested a novel mechanism contributing to the modulation of osteoclastogenesis and alveolar bone remodeling under mechanical stimuli,indicating a promising approach to accelerate OTM by targeting Caspase-1.


Result Analysis
Print
Save
E-mail