1.Construction and validation of a depression risk prediction model in middle-aged and elderly patients with diabetes
Lei YANG ; Yaping HAO ; Yuxiao TANG ; Juntao CHI ; Lingyan ZHAO ; Guiqin GU ; Liang WANG
Chinese Journal of Modern Nursing 2025;31(29):3976-3983
Objective:To construct and validate a depression risk prediction model for middle-aged and elderly patients with diabetes.Methods:Data were extracted from the fifth wave (2020) of the China Health and Retirement Longitudinal Study (CHARLS). A total of 900 diabetic patients were identified, and after excluding those with missing data or invalid questionnaires, 769 patients were included in the analysis. Patients were randomly divided into a training set and a validation set in a 7∶3 ratio. Univariate analysis and logistic regression analysis were performed to screen the optimal predictors of depression in diabetic patients, and a nomogram model was developed. The predictive performance of the model was assessed by the area under the receiver operating characteristic curve ( AUC). Model calibration and accuracy were evaluated using bootstrap resampling, calibration plots, and the Hosmer-Lemeshow test. The clinical utility was further assessed by decision curve analysis (DCA) and clinical impact curves (CIC) . Results:Among the 769 patients, 366 (47.59%) had depression. Logistic regression analysis showed that place of residence, pain, difficulty in toileting, difficulty in bathing, sleep duration, physical exercise, life satisfaction, and children's satisfaction were independent predictors of depression in diabetic patients. A nomogram was constructed based on these variables, yielding an AUC of 0.775. At the optimal cutoff value of 0.557, the model demonstrated a sensitivity of 59.1% and a specificity of 84.8%, indicating good discriminative ability. The Hosmer-Lemeshow test showed (χ 2=15.821, P=0.105), suggesting good agreement between predicted and observed outcomes. In the validation set, the AUC was 0.778, with Hosmer-Lemeshow (χ 2=8.557, P=0.575). DCA and CIC indicated favorable clinical applicability of the model. Conclusions:The depression risk prediction model constructed in this study demonstrated good predictive performance. It can assist clinicians in early identification of high-risk individuals with diabetes and provide a theoretical basis for targeted interventions.
2.To analyze the characteristics and risk factors of postoperative pain in patients with multi-vessel coronary artery disease after minimally invasive and conventional coronary artery bypass grafting
Yuxiao ZHANG ; Liqun CHI ; Xiaolong MA ; Jiaji LIU ; Lin LIANG
Chinese Journal of Thoracic and Cardiovascular Surgery 2025;41(2):72-81
Objective:This study aimed to compare postoperative pain between minimally invasive coronary artery bypass grafting (MICS-CABG) and conventional CABG for multivessel coronary artery disease, comparing baseline characteristics and perioperative data between the two groups, and analyzing risk factors influencing postoperative pain.Methods:A total of 545 patients undergoing elective off-pump coronary artery bypass grafting (OPCABG) for multivessel coronary artery disease at Beijing Anzhen Hospital from July 2022 to July 2023 were included. There were 397 patients in the conventional CABG group (289 males, 108 females, aged 35-77 years) and 148 patients in the minimally invasive CABG group (121 males, 27 females, aged 37-84 years), with 148 patients in each group after propensity score matching. Pain levels were assessed using the Numeric Rating Scale (NRS) at the first 5 days postoperatively (acute postoperative pain, APP) and at 3, 6, and 12 months postoperatively (chronic post-surgical pain, CPSP). Logistic regression was used to analyze risk factors for CPSP at 3 months postoperatively in both groups. Results:Within 48 hours postoperatively, both groups reported maximum NRS pain intensities at rest (NRS 4.0 vs. 6.0) and during activity (NRS 5.2 vs. 7.5). From the third day after surgery, there were no significant differences in resting pain intensity between the two groups, and from the fourth day after surgery, there were no significant differences in pain intensity during movement. With 60.2% in the conventional group and 92.6% in the minimally invasive group experiencing moderate to severe pain at rest (NRS ≥ 4), and 83.5% in the conventional group and 98.0% in the minimally invasive group experiencing moderate to severe pain during activity (NRS ≥ 4). Immediately after drain removal, there was a significant reduction in pain intensity at rest in the minimally invasive group (pre-drain removal NRS 6.0 vs. post-drain removal NRS 2.7), compared to the conventional group (pre-drain removal NRS 4.0 vs. post-drain removal NRS 2.3). However, there was no significant difference in the reduction of pain intensity during activity between the minimally invasive group (pre-drain removal NRS 7.5 vs. post-drain removal NRS 4.2) and the conventional group (pre-drain removal NRS 6.0 vs. post-drain removal NRS 2.7). At 3 months postoperatively, the incidence of CPSP was 35.9% in the conventional group and 35.1% in the minimally invasive group. At 6 months postoperatively, the incidence of CPSP was significantly lower compared to 3 months in both groups (conventional group 8.7% vs. minimally invasive group 6.8%, P<0.001). In the conventional group, higher Europe SCORE Ⅱ was identified as an independent risk factor for CPSP at 3 months postoperatively, while in the minimally invasive group, higher BMI and postoperative use of flurbiprofen for rescue analgesia were identified as independent risk factors. Conclusion:In patients undergoing minimally invasive coronary artery bypass grafting (CABG), the early postoperative acute pain intensity and incidence were higher than those in the conventional CABG group. After drain removal, there were no significant differences in resting pain intensity between the two groups, but pain intensity during movement remained higher in the minimally invasive group compared to the conventional group. The incidence of chronic pain did not differ between the two groups but decreased significantly from 3 months postoperatively. Conventional CABG patients with high preoperative Europe SCORE Ⅱ scores, high preoperative BMI and severe postoperative acute pain tend to have more chronic pain after minimally invasive bypass surgery.
3.Construction and validation of a depression risk prediction model in middle-aged and elderly patients with diabetes
Lei YANG ; Yaping HAO ; Yuxiao TANG ; Juntao CHI ; Lingyan ZHAO ; Guiqin GU ; Liang WANG
Chinese Journal of Modern Nursing 2025;31(29):3976-3983
Objective:To construct and validate a depression risk prediction model for middle-aged and elderly patients with diabetes.Methods:Data were extracted from the fifth wave (2020) of the China Health and Retirement Longitudinal Study (CHARLS). A total of 900 diabetic patients were identified, and after excluding those with missing data or invalid questionnaires, 769 patients were included in the analysis. Patients were randomly divided into a training set and a validation set in a 7∶3 ratio. Univariate analysis and logistic regression analysis were performed to screen the optimal predictors of depression in diabetic patients, and a nomogram model was developed. The predictive performance of the model was assessed by the area under the receiver operating characteristic curve ( AUC). Model calibration and accuracy were evaluated using bootstrap resampling, calibration plots, and the Hosmer-Lemeshow test. The clinical utility was further assessed by decision curve analysis (DCA) and clinical impact curves (CIC) . Results:Among the 769 patients, 366 (47.59%) had depression. Logistic regression analysis showed that place of residence, pain, difficulty in toileting, difficulty in bathing, sleep duration, physical exercise, life satisfaction, and children's satisfaction were independent predictors of depression in diabetic patients. A nomogram was constructed based on these variables, yielding an AUC of 0.775. At the optimal cutoff value of 0.557, the model demonstrated a sensitivity of 59.1% and a specificity of 84.8%, indicating good discriminative ability. The Hosmer-Lemeshow test showed (χ 2=15.821, P=0.105), suggesting good agreement between predicted and observed outcomes. In the validation set, the AUC was 0.778, with Hosmer-Lemeshow (χ 2=8.557, P=0.575). DCA and CIC indicated favorable clinical applicability of the model. Conclusions:The depression risk prediction model constructed in this study demonstrated good predictive performance. It can assist clinicians in early identification of high-risk individuals with diabetes and provide a theoretical basis for targeted interventions.
4.To analyze the characteristics and risk factors of postoperative pain in patients with multi-vessel coronary artery disease after minimally invasive and conventional coronary artery bypass grafting
Yuxiao ZHANG ; Liqun CHI ; Xiaolong MA ; Jiaji LIU ; Lin LIANG
Chinese Journal of Thoracic and Cardiovascular Surgery 2025;41(2):72-81
Objective:This study aimed to compare postoperative pain between minimally invasive coronary artery bypass grafting (MICS-CABG) and conventional CABG for multivessel coronary artery disease, comparing baseline characteristics and perioperative data between the two groups, and analyzing risk factors influencing postoperative pain.Methods:A total of 545 patients undergoing elective off-pump coronary artery bypass grafting (OPCABG) for multivessel coronary artery disease at Beijing Anzhen Hospital from July 2022 to July 2023 were included. There were 397 patients in the conventional CABG group (289 males, 108 females, aged 35-77 years) and 148 patients in the minimally invasive CABG group (121 males, 27 females, aged 37-84 years), with 148 patients in each group after propensity score matching. Pain levels were assessed using the Numeric Rating Scale (NRS) at the first 5 days postoperatively (acute postoperative pain, APP) and at 3, 6, and 12 months postoperatively (chronic post-surgical pain, CPSP). Logistic regression was used to analyze risk factors for CPSP at 3 months postoperatively in both groups. Results:Within 48 hours postoperatively, both groups reported maximum NRS pain intensities at rest (NRS 4.0 vs. 6.0) and during activity (NRS 5.2 vs. 7.5). From the third day after surgery, there were no significant differences in resting pain intensity between the two groups, and from the fourth day after surgery, there were no significant differences in pain intensity during movement. With 60.2% in the conventional group and 92.6% in the minimally invasive group experiencing moderate to severe pain at rest (NRS ≥ 4), and 83.5% in the conventional group and 98.0% in the minimally invasive group experiencing moderate to severe pain during activity (NRS ≥ 4). Immediately after drain removal, there was a significant reduction in pain intensity at rest in the minimally invasive group (pre-drain removal NRS 6.0 vs. post-drain removal NRS 2.7), compared to the conventional group (pre-drain removal NRS 4.0 vs. post-drain removal NRS 2.3). However, there was no significant difference in the reduction of pain intensity during activity between the minimally invasive group (pre-drain removal NRS 7.5 vs. post-drain removal NRS 4.2) and the conventional group (pre-drain removal NRS 6.0 vs. post-drain removal NRS 2.7). At 3 months postoperatively, the incidence of CPSP was 35.9% in the conventional group and 35.1% in the minimally invasive group. At 6 months postoperatively, the incidence of CPSP was significantly lower compared to 3 months in both groups (conventional group 8.7% vs. minimally invasive group 6.8%, P<0.001). In the conventional group, higher Europe SCORE Ⅱ was identified as an independent risk factor for CPSP at 3 months postoperatively, while in the minimally invasive group, higher BMI and postoperative use of flurbiprofen for rescue analgesia were identified as independent risk factors. Conclusion:In patients undergoing minimally invasive coronary artery bypass grafting (CABG), the early postoperative acute pain intensity and incidence were higher than those in the conventional CABG group. After drain removal, there were no significant differences in resting pain intensity between the two groups, but pain intensity during movement remained higher in the minimally invasive group compared to the conventional group. The incidence of chronic pain did not differ between the two groups but decreased significantly from 3 months postoperatively. Conventional CABG patients with high preoperative Europe SCORE Ⅱ scores, high preoperative BMI and severe postoperative acute pain tend to have more chronic pain after minimally invasive bypass surgery.
5.Preparation and preliminary biological evaluation of domestic 177Lu-PSMA-617
Xinyi ZHANG ; Wenhui FU ; Tingting XU ; Chengrun ZENG ; Yuxiao XIA ; Huipan LIU ; Lin CHEN ; Chi QI ; Yuchuan YANG ; Hongyuan WEI ; Yue CHEN
Chinese Journal of Nuclear Medicine and Molecular Imaging 2021;41(5):296-302
Objective:To synthesize 177Lu-prostate-specific membrane antigen (PSMA)-617 with domestic 177Lu (made in China), and explore its optimal labeling condition, biodistribution, stability, and safety. Methods:177Lu-PSMA-617 was prepared with domestic 177Lu by a manual method. The optimal labeling condition, radiochemical purity, stability ( in vivo and in vitro), lipid-water partition coefficient, and plasma protein binding rate were determined. The uptake rate of 177Lu-PSMA-617 was evaluated by using 22RV1 cells. Biodistribution and SPECT/CT imaging were performed on normal mice with imported 177Lu-PSMA-617 as control group. The blood routine test was performed to evaluate the safety. Results:The best labeling result of domestic 177Lu-PSMA-617 can be obtained under the following conditions: pH=4.5, 100 ℃ for 30 min. And the radiochemical purity was ≥99%. The product was stable in vivo and in vitro, with the radiochemical purity >95% in 72 h. The plasma protein binding rate was (35.3±5.3)%, the lipid-water partition coefficient was -2.27±0.06, and the specific uptake rate of domestic 177Lu-PSMA-617 by 22RV1 cells reached the highest in 1 h ((7.58±0.84)%), which was slightly lower than the imported 177Lu-PSMA-617 ((7.86±0.96)%), but there was no significant difference between them ( t=-0.439, P>0.05). The distribution and SPECT/CT imaging of normal mice showed that domestic and imported 177Lu-PSMA-617 in blood were cleared quite fast, and both of them were excreted mainly through the kidneys. No obvious adverse reactions were found in the toxicity test of domestic and imported 177Lu-PSMA-617. There was no obvious abnormality in blood routine and liver and kidney metabolism. Conclusion:The domestic 177Lu-PSMA-617 has many advantages, such as qualified quality control, good biological properties and safety, which support its potential application value in diagnosis of prostatic neoplasms.
6.Application of health education based on action research method in patients with ulcerative colitis
Bin HAI ; Yuxiao CHI ; Shuangfeng WANG ; Ping LIANG ; Tingting CHENG
Chinese Journal of Modern Nursing 2020;26(36):5071-5075
Objective:To improve the health education program for patients with ulcerative colitis (UC) through action research method to explore its effect on disease knowledge and self-nursing ability of patients.Methods:In October 2018, 72 UC patients who were treated in Outpatient Department of Gastroenterology in the First Affiliated Hospital of Zhengzhou University in the past 3 months were selected as research objects by the convenient sampling method. According to the random number table, they were divided into the control group and the observation group, with 36 cases in each group. The control group was given routine health education, while the observation group used the action research method as the theoretical basis to continuously improve and implement health education strategies. Before the intervention and 4 months after the intervention, mastery of disease knowledge and self-nursing ability of patients in the two groups were compared.Results:There was no statistically significant difference in the scores of disease knowledge and self-nursing ability between the two groups before intervention ( P>0.05) . After the intervention, the scores of general knowledge, dietary knowledge, treatment knowledge and total score of disease knowledge of the observation group were all higher than those of the control group, and the differences were statistically significant ( P<0.05) . After the intervention, the scores of three dimensions of self-concept, self-nursing responsibility and health knowledge level and total score of self-care ability in the observation group were higher than those of the control group, and the differences were statistically significant ( P<0.05) . Conclusions:The health education strategy based on action research method can improve the disease knowledge and self-care ability of patients with ulcerative colitis, which can be applied to clinical practice to improve the quality of nursing.
7.Comparative Study on the Mechanism of Formation of Pulse Manifestations in Patients of Coronary Heart Disease and Hematopathy
Suyun CHEN ; Yuanchang LIN ; Wenlan XUAN ; Zhibin XIE ; Junjie XU ; Chi LIU ; Yili LIU ; Qingli MENG ; Yuxiao CHEN ; Zhiying CUI ; Zhiping LV ; Yunxiang WANG ; Qili SUN ; Youyang LI ; Shengbo WANG
Journal of Traditional Chinese Medicine 1992;0(12):-
Most of the CHD patients reveal string pulse, mainly due to damage of heart function, lowering of arterial compliance and increase of total peripheral resistance. The common pulse in patients of blood diseases reveal frequent, tiny, string and slippery characteristic, mostly due to the increase of compensatory pumping action of the heart, shortening of ejection time of the left heart, with better vessel compliance and hemorheology, low total peripheral resistance.

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