1.Development and Validation of a Clinically Actionable Prediction Model for Postoperative Pulmonary Complications in Cardiac Surgery: A Focus on Modifiable Risk Factors
Ruoxi LI ; Meice TIAN ; Chuangshi WANG ; Yujia HUANG ; Weinan CHEN ; Ya SONG ; Bomiao LIU ; Liu DU ; Xue FENG
Annals of Rehabilitation Medicine 2026;50(1):50-61
Objective:
To develop and validate a clinically actionable prediction model for postoperative pulmonary complications (PPCs) in cardiac surgery patients, focusing on modifiable preoperative risk factors amenable to targeted optimization.
Methods:
In this prospective observational cohort study, 492 adults undergoing open-chest cardiac surgery between August 15, 2023 and December 31, 2023 were analyzed. Prespecified predictors included gas exchange variables, pulmonary function, inspiratory muscle strength, and physical performance. Univariable and multivariable logistic regression analyses were used to develop the prediction model. Discrimination was assessed by the area under the receiver operating characteristic curve (AUC).
Results:
A total of 90 patients (14.1%) developed PPCs after surgery. Five independent predictors were identified: elevated arterial PaCO2 (odds ratio [OR] 1.12, 95% confidence interval [CI] 1.00–1.26), oxygen desaturation (SpO2<93%) (OR 12.47, 95% CI 3.51–48.13), reduced gait speed (OR 0.17, 95% CI 0.04–0.71), lower FEV1/FVC ratio (OR 0.96, 95% CI 0.92–1.00), and diminished inspiratory muscle strength (MIP % predicted) (OR 0.96, 95% CI 0.92–0.99). The model demonstrated good discriminative ability with an AUC of 0.86 (95% CI 0.80–0.93) in the training cohort and 0.87 (95% CI 0.74–0.93) in the validation cohort.
Conclusion
This parsimonious model achieved high predictive accuracy using five modifiable physiological variables. By targeting abnormalities in gas exchange, pulmonary mechanics, muscle strength, and functional reserve, the model offers a practical tool to guide individualized prehabilitation strategies for reducing PPC risk in cardiac surgery patients.
2.Association Between Preoperative Frailty and Postoperative Pulmonary Complications Among Elderly Patients Undergoing Cardiac Surgery:a Prospective Cohort Study
Bomiao LIU ; Xue FENG ; Ruoxi LI ; Ya SONG ; Tingting DOU
Chinese Circulation Journal 2025;40(6):591-596
Objectives:To explore the correlation between preoperative frailty and postoperative pulmonary complications in elderly patients undergoing cardiac surgery,and to provide a scientific basis for the comprehensive perioperative management of these patients.Methods:In this prospective cohort study,elderly patients(≥60 years old)who were scheduled to undergo coronary artery bypass grafting(CABG)and/or heart valve surgery at Fuwai Hospital,Chinese Academy of Medical Sciences from December 2022 to December 2023 were consecutively enrolled.Patients were divided into the postoperative pulmonary complication group and the non-postoperative pulmonary complication group based on whether they developed postoperative pulmonary complications.Demographic data,preoperative frailty status,physical function indicators(6-meter walking speed,pulmonary function),laboratory test indicators,and surgical data of the two groups were collected and compared.Multivariate logistic regression analysis was used to evaluate the correlation between preoperative frailty and postoperative pulmonary complications in these patients.Results:A total of 522 patients were included in the study,66(12.6%)had preoperative frailty.There were 159 cases(30.5%)in the postoperative pulmonary complication group and 363 cases(69.5%)in the non-postoperative pulmonary complication group.Compared with the non-postoperative pulmonary complication group,the postoperative pulmonary complication group had a higher prevalence of preoperative frailty,cerebral infarction,and pulmonary hypertension,lower maximal inspiratory pressure,slower 6-meter walking speed,a higher proportion of patients undergoing heart valve surgery and CABG+heart valve surgery,and significantly longer mechanical ventilation time,intensive care unit stay,and postoperative hospital stay(all P<0.05).Multivariate logistic regression analysis showed that preoperative frailty(OR=1.998,95%CI:1.005-3.973,P=0.048),maximal inspiratory pressure(OR=0.987,95%CI:0.977-0.997,P=0.011),6-meter walking speed(OR=0.003,95%CI:0.001-0.017,P<0.001),mechanical ventilation time(OR=2.295,95%CI:1.601-3.290,P<0.001),and CABG+heart valve surgery(OR=1.772,95%CI:1.294-2.428,P<0.001)were independent risk factors of postoperative pulmonary complications in elderly patients undergoing cardiac surgery.Conclusions:Preoperative frailty increases the risk of postoperative pulmonary complications in elderly patients undergoing cardiac surgery.
3.Association Between Preoperative Frailty and Postoperative Pulmonary Complications Among Elderly Patients Undergoing Cardiac Surgery:a Prospective Cohort Study
Bomiao LIU ; Xue FENG ; Ruoxi LI ; Ya SONG ; Tingting DOU
Chinese Circulation Journal 2025;40(6):591-596
Objectives:To explore the correlation between preoperative frailty and postoperative pulmonary complications in elderly patients undergoing cardiac surgery,and to provide a scientific basis for the comprehensive perioperative management of these patients.Methods:In this prospective cohort study,elderly patients(≥60 years old)who were scheduled to undergo coronary artery bypass grafting(CABG)and/or heart valve surgery at Fuwai Hospital,Chinese Academy of Medical Sciences from December 2022 to December 2023 were consecutively enrolled.Patients were divided into the postoperative pulmonary complication group and the non-postoperative pulmonary complication group based on whether they developed postoperative pulmonary complications.Demographic data,preoperative frailty status,physical function indicators(6-meter walking speed,pulmonary function),laboratory test indicators,and surgical data of the two groups were collected and compared.Multivariate logistic regression analysis was used to evaluate the correlation between preoperative frailty and postoperative pulmonary complications in these patients.Results:A total of 522 patients were included in the study,66(12.6%)had preoperative frailty.There were 159 cases(30.5%)in the postoperative pulmonary complication group and 363 cases(69.5%)in the non-postoperative pulmonary complication group.Compared with the non-postoperative pulmonary complication group,the postoperative pulmonary complication group had a higher prevalence of preoperative frailty,cerebral infarction,and pulmonary hypertension,lower maximal inspiratory pressure,slower 6-meter walking speed,a higher proportion of patients undergoing heart valve surgery and CABG+heart valve surgery,and significantly longer mechanical ventilation time,intensive care unit stay,and postoperative hospital stay(all P<0.05).Multivariate logistic regression analysis showed that preoperative frailty(OR=1.998,95%CI:1.005-3.973,P=0.048),maximal inspiratory pressure(OR=0.987,95%CI:0.977-0.997,P=0.011),6-meter walking speed(OR=0.003,95%CI:0.001-0.017,P<0.001),mechanical ventilation time(OR=2.295,95%CI:1.601-3.290,P<0.001),and CABG+heart valve surgery(OR=1.772,95%CI:1.294-2.428,P<0.001)were independent risk factors of postoperative pulmonary complications in elderly patients undergoing cardiac surgery.Conclusions:Preoperative frailty increases the risk of postoperative pulmonary complications in elderly patients undergoing cardiac surgery.
4.PKD3 promotes metastasis and growth of oral squamous cell carcinoma through positive feedback regulation with PD-L1 and activation of ERK-STAT1/3-EMT signalling.
Bomiao CUI ; Jiao CHEN ; Min LUO ; Yiying LIU ; Hongli CHEN ; Die LÜ ; Liwei WANG ; Yingzhu KANG ; Yun FENG ; Libin HUANG ; Ping ZHANG
International Journal of Oral Science 2021;13(1):8-8
Oral squamous cell carcinoma (OSCC) has a high incidence of metastasis. Tumour immunotherapy targeting PD-L1 or PD-1 has been revolutionary; however, only a few patients with OSCC respond to this treatment. Therefore, it is essential to gain insights into the molecular mechanisms underlying the growth and metastasis of OSCC. In this study, we analysed the expression levels of protein kinase D3 (PKD3) and PD-L1 and their correlation with the expression of mesenchymal and epithelial markers. We found that the expression of PKD3 and PD-L1 in OSCC cells and tissues was significantly increased, which correlated positively with that of mesenchymal markers but negatively with that of epithelial markers. Silencing PKD3 significantly inhibited the growth, metastasis and invasion of OSCC cells, while its overexpression promoted these processes. Our further analyses revealed that there was positive feedback regulation between PKD3 and PD-L1, which could drive EMT of OSCC cells via the ERK/STAT1/3 pathway, thereby promoting tumour growth and metastasis. Furthermore, silencing PKD3 significantly inhibited the expression of PD-L1, and lymph node metastasis of OSCC was investigated with a mouse footpad xenograft model. Thus, our findings provide a theoretical basis for targeting PKD3 as an alternative method to block EMT for regulating PD-L1 expression and inhibiting OSCC growth and metastasis.
Animals
;
B7-H1 Antigen/metabolism*
;
Carcinoma, Squamous Cell
;
Cell Line, Tumor
;
Feedback
;
Head and Neck Neoplasms
;
Humans
;
Mice
;
Mouth Neoplasms
;
Protein Kinase C
;
STAT1 Transcription Factor
;
Squamous Cell Carcinoma of Head and Neck
5.Short-term Efficacy of Phase-ⅠCardiac Rehabilitation in Patients After Coronary Artery Bypass Grafting
Xue FENG ; Siwei LI ; Yue WU ; Bomiao LIU
Chinese Circulation Journal 2017;32(4):318-321
Objective: To compare short-term efficacy of enhanced phase-I cardiac rehabilitation and ordinary phase-Ⅰ cardiac rehabilitation in patients after coronary artery bypass grafting (CABG). Methods: A total of 254 patients received CABG in our hospital from 2015-07 to 2015-10 were enrolled including 196 male and 58 female at the mean age of (59.92±7.80) years. Relevant health education was conducted and echocardiography, emotion, grip strength were assessed before operation. Based on personal aspiration, the patients were assigned to 2 groups at the 1st day after CABG: Enhanced phase-I cardiac rehabilitation (Enhanced) group, the patients received every day one to one training by physical therapist for 7 days and Ordinary phase-I cardiac rehabilitation (Ordinary) group, the patients received unified instruction by physical therapist prior operation. Relevant parameters were compared between 2 groups at 1 week post-operation which were mainly focused on left ventricular ejection fraction (LVEF), emotional assessment as health questionnaire 9-items (PHQ-9), generalized anxiety disorder 7-items (GAD-7) and grip strength. Results: Before operation: LVEF, PHQ-9 scores, GAD-7 scores and grip strength were similar between 2 groups.1 week post-operation: compared with Ordinary group, Enhanced group had the higher LVEF (62.88±5.21) % vs (59.00±9.83) %, P<0.05; Enhanced group showed slightly lower PHQ-9, GAD-7 scores and slightly higher grip strength without statistic meaning. Conclusion: Enhanced phase-I cardiac rehabilitation presented slight superiority as improved LVEF which implied that even 1 week specific training may benefit CABG patients.

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