1.The Biomechanical Implications and Applications of Yin-Yang Balance in Human Anatomy and Functional Regulation under the Perspective of Holistic Force-Line
Jiajun XU ; Meng WU ; Daopeng ZHOU ; Rui WANG ; Jinyan TENG ; Zhigang LI
Journal of Traditional Chinese Medicine 2026;67(17):1809-1815
Drawing on recent advances in modern fascial anatomy and biomechanics, this paper interprets the biomechanical implications of yin-yang balance at the physical level from the perspective of holistic force lines. It posits that holistic force lines represent the functional expression of mechanical load transmission and integration within the myofascial network; the channel sinews system and myofascial chains exhibit significant similarities in terms of their distribution, functional attributes, and principles of holistic regulation, and can thus be understood as structural-functional carriers of yin-yang balance. Accordingly, this paper provides a biomechanical interpretation of the yin-yang relationship from four aspects, including interdependence, mutual restriction, dynamic balance through waxing and waning, and mutual transformation, proposing that in a healthy state, the body relies on the continuous integration, distribution, and readjustment of the myofascial tension network to maintain overall coordination, whereas disease states are often associated with compensatory transmission of local tension abnormalities along holistic force lines, the accumulation of imbalances, and structural rigidity. The holistic force-line perspective provides a biomechanical explanatory framework for the theory of yin-yang balance and offers a new theoretical basis for clinical diagnosis and treatment to shift from empirical holistic balancing toward holistic force-line balancing based on posture, function, and tension transmission pathways.
2.Functional near-infrared spectroscopic imaging characteristics of depressed pregnant women in mid-to-late pregnancy and its relationship with depression
Zhendong LEI ; Bo YU ; Jiajun XU ; Bihui CHENG ; Min JIN
Sichuan Mental Health 2025;38(6):505-510
BackgroundDepression in mid-to-late pregnancy has significant negative effects on pregnant women and their offspring. Previous studies have shown that pregnant women with depression in mid-to-late pregnancy exhibit lower frontal lobe activation levels, but the activation phase and its impact on depression require further investigation. ObjectiveTo analyze the functional near-infrared spectroscopy (fNIRS) features of depressed pregnant women in mid-to-late pregnancy, and to provide references for assisting in the clinical screening of depression in them. MethodsA total of 40 pregnant women in mid to late pregnancy with Edinburgh Postnatal Depression Scale (EPDS) score above 11 who underwent prenatal examination at the department of obstetrics of the Third Hospital of Mianyang from September 2023 to July 2024 were included as the study group. During the same period, 40 pregnant women in mid-to-late pregnancy with EPDS score below 11 who were matched with the age, family history, and past history of the study group were recruited as the control group. A self-designed questionnaire was used to collect basic information of the pregnant women. The fNIRS technique was used to measure the prefrontal and temporal lobe integral values and center of gravity values during the verbal fluency task (VFT) pregnant women in mid-to-late pregnancy. Spearman correlation analysis was conducted to examine the correlation between EPDS scores and fNIRS imaging features, as well as demographic characteristics, in mid-to-late pregnant women with depression. Multiple linear regression was used to analyze the influencing factors of depression symptoms in this population. ResultsStatistically significant differences were observed between the study group and the control group in terms of educational level and body mass index (BMI) (χ2/t=4.528, 2.292, P<0.05). The study group demonstrated a lower prefrontal integral value and a higher prefrontal center of gravity value compared with the control group (t=-7.601, 5.641, P<0.05). EPDS scores of depressed pregnant women in mid-to-late pregnancy were negatively correlated with prefrontal lobe integral value (r=-0.680, P<0.01), while positively correlated with prefrontal lobe center of gravity value and BMI (r=0.737, 0.604, P<0.01). Multiple linear regression analysis showed that age (β=-0.214, P<0.01), BMI (β=0.340, P<0.01), prefrontal integral value (β=-0.351, P<0.01), and prefrontal center of gravity value (β=0.347, P<0.01) were influencing factors of depressive symptoms in pregnant women in mid-to-late pregnancy. ConclusionThe prefrontal lobe activation degree of depressed pregnant women in mid-to-late pregnancy is lower than that of non-depressed pregnant women, and the activation phase is delayed. Age, prefrontal lobe integral value, prefrontal center of gravity value and BMI may be the influencing factors of depressive symptoms in pregnant women in the middle and late pregnancy.
3.Application of smart wearable device in postoperative rehabilitation of patient with glioma
Xinna WANG ; Jiajun XU ; Cheng JIANG ; Lu ZHANG ; Ying BAO ; Xiaoxiong WANG
China Medical Equipment 2025;22(7):82-86
Objective:To investigate the application effect of smart wearable device in the postoperative rehabilitation of patients with glioma and its influence on postoperative recovery.Methods:Eighty patients with glioma who underwent surgical treatment at the First Affiliated Hospital of Harbin Medical University between January 2022 and September 2024 were selected,and they were randomly divided into an observation group and a control group using a random number table,with 40 cases in each group.Patients in the control group received routine follow-up and rehabilitation management after surgery.Patients in the observation group received smart wearable devices to monitor their postoperative recovery on the basis of the management for control group.The study evaluated the scores of the Cancer-Related Fatigue Scale(CFS),exercise amount(steps and activity time),sleep quality(total sleep time and sleep efficiency),and vital signs(heart rate and blood oxygen saturation)at the 1st week,1st month,and 3rd month after surgery for both groups.Results:At the 1st week after surgery,the differences of CFS scores,daily steps and activity time between two groups were not significant(P>0.05).At the 1st month and 3rd month after surgery,the CFS score of observation group was lower than that of control group,and the differences were significant(t=8.914,11.268,P<0.05).Additionally,the daily average steps of observation group were higher than that of control group,and the differences were significant(t=15.259,20.024,P<0.05).Furthermore,the activity time of observation group was significantly longer than that of control group,and the difference was significant(t=8.994,10.667,P<0.05).In the observation group,the heart rate and amplitude of blood oxygen fluctuation at the 1st month and 3rd month after surgery were less than them at the 1st week after surgery,and the recovery after surgery in patients was more stability,while the difference was not significant among them(P>0.05).Conclusion:Smart wearable device can effectively monitor the postoperative rehabilitation of patients with glioma,and help patients to improve fatigue,and increase physical activity,and enhance sleep quality,and stabilize vital signs by real-time feedback.
4.Expert consensus on surgical treatment and rehabilitation for competitive sports athletes returning to sports after anterior cruciate ligament injury (version 2025)
Kai HUANG ; Lunhao BAI ; Qing BI ; Hong CHEN ; Jiwu CHEN ; Xuesong DAI ; Wenyong FEI ; Weili FU ; Zhizeng GAO ; Lin GUO ; Yinghui HUA ; Jingmin HUANG ; Suizhu HUANG ; Xuan HUANG ; Jian LI ; Qiang LI ; Shuzhen LI ; Yanlin LI ; Yunxia LI ; Zhong LI ; Ning LIU ; Yuqiang LIU ; Wei LU ; Hongbin LYU ; Haile PAN ; Xiaoyun PAN ; Chao QI ; Weiliang SHEN ; Luning SUN ; Jin TANG ; Zimin WANG ; Bide WANG ; Ru WANG ; Shaobai WANG ; Licheng WEI ; Weidong XU ; Yongsheng XU ; Jizhou YANG ; Liang YANG ; Rui YANG ; Hongbo YOU ; Tengbo YU ; Jiakuo YU ; Bing YUE ; Hua ZHANG ; Hui ZHANG ; Qingsong ZHANG ; Xintao ZHANG ; Jiajun ZHAO ; Lilian ZHAO ; Qichun ZHAO ; Song ZHAO ; Jiapeng ZHENG ; Jiang ZHENG ; Zhi ZHENG ; Jingbin ZHOU ; Jinzhong ZHAO
Chinese Journal of Trauma 2025;41(4):325-338
With the rapid development of competitive sports, the incidence of anterior cruciate ligament (ACL) injury is on the rise. Such injuries may shorten athletes′ career and lead to other long-term adverse consequences. Although athletes generally recover well after ACL reconstruction, many still struggle to return to their pre-injury performance levels. Advances in the understanding of ACL anatomy and injury mechanisms, along with the evolution of surgical techniques and rehabilitation methods, have provided more individualized and tailored options for athletes following ACL injuries. However, there is currently no consensus in China regarding surgical and rehabilitation strategies for competitive athletes aiming to return to sports after ACL injuries. To this end, the Sports Medicine Committee of the Chinese Research Hospital Association and the Editorial Board of the Chinese Journal of Trauma jointly formulated the Expert consensus on surgical treatment and rehabilitation for competitive sports athletes returning to sports after anterior cruciate ligament injury ( version 2025), and presented 14 recommendations covering surgical indications, preoperative rehabilitation, surgical timing, surgical strategies and postoperative rehabilitation strategies, aiming to improve the surgical treatment and rehabilitation system for ACL injuries in competitive athletes and facilitate their return to high-level sports performance after injury.
5.Analysis of clinical efficacy of open arthrolysis for post-traumatic elbow stiffness
Zhanchuan YU ; Jiajun XU ; Jinlei DONG ; Fanxiao LIU ; Limin WANG ; Lianxin LI
Chinese Journal of Orthopaedics 2025;45(13):864-871
Objective:To investigate the clinical efficacy of open arthrolysis in the treatment of posttraumatic elbow stiffness.Methods:A retrospective analysis was conducted on the data of 407 patients with post-traumatic elbow stiffness treated by open arthrolysis surgery in Shandong Provincial Hospital from January 2010 to January 2024. The cohort included 303 males and 104 females, with a mean age of 38.98±10.90 years (range, 18-72 years) and mean body mass index (BMI) of 24.32±3.29 kg/m 2 (range, 17.91-33.41 kg/m 2). There were 230 patients with right-sided elbow stiffness, 159 patients with left-sided elbow stiffness, and 18 patients with bilateral elbow stiffness. Initial injuries included 21 patients of isolated elbow dislocation; 25 patients of soft tissue injury; and 361 patients of initial intra-articular elbow fractures, among which there were 200 patients of multiple fractures, 87 patients of single distal humerus fracture, 43 patients of single proximal ulna fracture, and 31 patients of single radial head fracture. Initial injuries were treated non-surgically in 69 cases and surgically in 338 cases, among which 177 cases were retained with internal fixation. There were 334 preoperative patients complicated with heterotopic ossification and 73 patients without heterotopic ossification, with 99 patients undergoing early release (stiffness duration <6 months) and 308 patients undergoing late release (stiffness duration ≥6 months). Record the range of motion (ROM) of the elbow joint, forearm rotational range (FRR), visual analogue scale (VAS), Mayo elbow performance score (MEPS), modified Broberg-Morrey score (MBS), Oxford elbow score (OES), and disability of arm, shoulder and hand (DASH) score before and after surgery, and conduct comparative analysis. Results:All patients were followed up for an average of 41.86±10.27 months (range, 13-119 months). At 12 months postoperatively, elbow ROM improved from preoperative 33.7°±26.5° to 101.2°±24.0°, elbow FRR improved from preoperative 101.4°±53.5° to 138.9°±38.7°, the MEPS increased from 60.1±14.7 to 91.5±10.1, the BMS increased from 57.5±12.8 to 83.7±11.0, the OES decreased from 31.6±7.3 to 16.0± 4.6, the DASH score decreased from 38.8±13.9 to 10.1±9.5, and the VAS decreased from 3.0±2.3 to 0.9±1.1, with all changes showing statistical significance ( P<0.05). In patients with preoperative heterotopic ossification, postoperative mean flexion range was 120.1°±15.5° and elbow ROM was 102.6°±23.4°. In patients without preoperative heterotopic ossification, postoperative mean flexion range was 113.9°±15.6° and elbow ROM was 93.4°±26.4°. Statistically significant differences were observed between the two groups in postoperative flexion range and flexion-extension ROM. There were no statistically significant differences in the postoperative above-mentioned indicators between early and late release patients ( P>0.05). The supination range and elbow FRR in patients with multiple fractures were lower than those in patients with distal humerus fractures and proximal ulna fractures; the DASH score in patients with multiple fractures was higher than that in patients with proximal ulna fractures and radial head fractures; the OES score in patients with multiple fractures was higher than that in patients with proximal ulna fractures, and all differences were statistically significant ( P<0.05). Among 407 patients, complications included new-onset postoperative ulnar neuropathy in 61 cases, new heterotopic ossification in 11 cases, recurrent heterotopic ossification in 96 cases, elbow instability in 6 cases, and superficial surgical site infection in 2 cases. Conclusions:Open arthrolysis is an effective treatment option for post-traumatic elbow stiffness. Patients with preoperative heterotopic ossification have a greater postoperative flexion range and elbow flexion-extension range of motion. The surgical timing exerts no significant influence on the ultimate functional outcome of treatment in patients with post-traumatic elbow stiffness. Patients with different initial fracture sites exhibited significant differences in postoperative functional outcomes, including supination, DASH scores, and OES.
6.Guideline for Adult Weight Management in China
Weiqing WANG ; Qin WAN ; Jianhua MA ; Guang WANG ; Yufan WANG ; Guixia WANG ; Yongquan SHI ; Tingjun YE ; Xiaoguang SHI ; Jian KUANG ; Bo FENG ; Xiuyan FENG ; Guang NING ; Yiming MU ; Hongyu KUANG ; Xiaoping XING ; Chunli PIAO ; Xingbo CHENG ; Zhifeng CHENG ; Yufang BI ; Yan BI ; Wenshan LYU ; Dalong ZHU ; Cuiyan ZHU ; Wei ZHU ; Fei HUA ; Fei XIANG ; Shuang YAN ; Zilin SUN ; Yadong SUN ; Liqin SUN ; Luying SUN ; Li YAN ; Yanbing LI ; Hong LI ; Shu LI ; Ling LI ; Yiming LI ; Chenzhong LI ; Hua YANG ; Jinkui YANG ; Ling YANG ; Ying YANG ; Tao YANG ; Xiao YANG ; Xinhua XIAO ; Dan WU ; Jinsong KUANG ; Lanjie HE ; Wei GU ; Jie SHEN ; Yongfeng SONG ; Qiao ZHANG ; Hong ZHANG ; Yuwei ZHANG ; Junqing ZHANG ; Xianfeng ZHANG ; Miao ZHANG ; Yifei ZHANG ; Yingli LU ; Hong CHEN ; Li CHEN ; Bing CHEN ; Shihong CHEN ; Guiyan CHEN ; Haibing CHEN ; Lei CHEN ; Yanyan CHEN ; Genben CHEN ; Yikun ZHOU ; Xianghai ZHOU ; Qiang ZHOU ; Jiaqiang ZHOU ; Hongting ZHENG ; Zhongyan SHAN ; Jiajun ZHAO ; Dong ZHAO ; Ji HU ; Jiang HU ; Xinguo HOU ; Bimin SHI ; Tianpei HONG ; Mingxia YUAN ; Weibo XIA ; Xuejiang GU ; Yong XU ; Shuguang PANG ; Tianshu GAO ; Zuhua GAO ; Xiaohui GUO ; Hongyi CAO ; Mingfeng CAO ; Xiaopei CAO ; Jing MA ; Bin LU ; Zhen LIANG ; Jun LIANG ; Min LONG ; Yongde PENG ; Jin LU ; Hongyun LU ; Yan LU ; Chunping ZENG ; Binhong WEN ; Xueyong LOU ; Qingbo GUAN ; Lin LIAO ; Xin LIAO ; Ping XIONG ; Yaoming XUE
Chinese Journal of Endocrinology and Metabolism 2025;41(11):891-907
Body weight abnormalities, including overweight, obesity, and underweight, have become a dual public health challenge in Chinese adults: overweight and obesity lead to a variety of chronic complications, while underweight increases the risks of malnutrition, sarcopenia, and organ dysfunction. To systematically address these issues, multidisciplinary experts in endocrinology, sports science, nutrition, and psychiatry from various regions have held multiple weight management seminars. Based on the latest epidemiological data and clinical evidence, they expanded the guideline to include assessment and intervention strategies for underweight, in addition to the core content of obesity management. This guideline outlines the etiological mechanisms, evaluation methods, and multidimensional management strategies for overweight and obesity, covering key areas such as diagnosis and assessment, medical nutrition therapy, exercise prescription, pharmacological intervention, and psychological support. It is intended to provide a scientific and standardized approach to weight management across the adult population, aiming to curb the rising prevalence of obesity, mitigate complications associated with abnormal body weight, and improve nutritional status and overall quality of life.
7.2024 Update of Chinese Guidelines for the Management of Hyperuricemia and Gout Part Ⅱ: Recommendations for Patients with Common Comorbidities
Changgui LI ; Mingshu SUN ; Zhen LIU ; Detian LI ; Changqian WANG ; Zibin TIAN ; Yuxiang DAI ; Zhe FENG ; Chengfu XU ; Dongbao ZHAO ; Feng WEI ; Bo BAN ; Chao XIE ; Zhenmei AN ; Jia LIU ; Zhuo LI ; Yuwei HE ; Xinde LI ; Fei YAN ; Lin HAN ; Lidan MA ; Xiaoyu CHENG ; Tian LIU ; Xufei LUO ; Lingling CUI ; Ying GONG ; Can WANG ; Yaolong CHEN ; Zhaohui LYU ; Yip Ronald ML ; Jiajun ZHAO
Chinese Journal of Endocrinology and Metabolism 2025;41(11):918-929
The aim of this updated guideline is to provide comprehensive recommendations for the management of gout in patients with common comorbidities, such as chronic kidney disease(CKD), cardiovascular disease(CVD), diabetes, osteoarthritis(OA), and gastrointestinal disorders. This guideline was developed by a multidisciplinary expert panel consisting of specialists in endocrinology, rheumatology, nephrology, cardiology, gastroenterology, and methodology. The development process adhered to standard methodologies, including PICO(population, intervention, comparator, and outcomes) question deconstruction, systematic literature review, the Grading of Recommendations Assessment, Development and Evaluation(GRADE) for evidence and recommendation evaluation, Delphi voting, and expert consensus. The guideline presents 26 evidence-based recommendations addressing 7 clinical questions for patients with hyperuricemia and gout in the context of comorbidities. Key recommendations include the maintenance of strict serum urate targets, particularly for patients with CKD stage≥3, chronic gouty arthritis, and OA, in order to prevent disease progression. In patients with CVD or diabetes, intra-articular triamcinolone is preferred over systemic glucocorticoids. Prioritized anti-inflammatory treatments for patients with CKD, gastrointestinal diseases and OA are recommended. The guideline also introduces emerging therapies, such as interleukin-1 inhibitors and selective urate transport inhibitors, as potential treatment options for refractory cases. The update offers a comprehensive, patient-centered approach to managing gout, particularly in individuals with associated comorbidities. Multidisciplinary collaboration and emerging new treatments and evidence ensure the optimization of the recommendations.
8.Transcutaneous bilirubin curves in healthy neonates based on multicenter remote monitoring data
Bi ZE ; Xiaoyue DONG ; Jin WANG ; Chuan NIE ; Jiajun ZHU ; Fang GUO ; Falin XU ; Chunhui YANG ; Bizhen SHI ; Zhankui LI ; Xinhua ZHANG ; Jing LI ; Bin YI ; Xiuying TIAN ; Lejia ZHANG ; Jun TANG ; Xinlin HOU ; Jiahua XU ; Guoying HUANG ; Shuping HAN ; Wenhao ZHOU
Chinese Journal of Pediatrics 2025;63(12):1318-1324
Objective:To establish 30-day of age transcutaneous bilirubin (TcB) reference curves for healthy neonates, and to investigate regional variations in bilirubin dynamics.Methods:A multicenter retrospective cohort study was conducted. A total of 220 950 healthy neonates born at a gestational age of 35-<42 weeks, with a birth weight ≥2 000 g, who did not receive phototherapy within 60 h after birth were recruited. All of them underwent remote TcB monitoring using the Bilibaby remote jaundice monitoring system between August 1 st, 2020 and December 31 st, 2024 in 426 hospitals. TcB data were collected within the period from birth to 30-day of age. The P40, P75, and P95 of TcB values were calculated, and dynamic TcB curves for 30-day of age were constructed. Patterns of bilirubin change, rates of change, and transition outcomes were described. Regional comparisons between South and North were conducted using linear mixed-effects models for TcB trajectories and Pearson′s chi-square test for outcome differences. Results:A total of 220 950 neonates were included, of whom 101 711 (46.03%) were female. Gestational age at birth was (38.75±1.12) weeks, and birth weight was (3 272±417) g. TcB levels increased rapidly within 3-day of age, peaked at 4-6-day of age, with peak values at P40, P75, and P95 of 200.6, 239.7 and 275.4 μmol/L (11.8, 14.1 and 16.2 mg/dl), respectively. TcB levels gradually declined thereafter and stabilized after 13-day of age, with values at P40, P75, and P95 fluctuating between 147.9-159.8, 190.4-200.6, and 231.2-239.7 μmol/L (8.7-9.4, 11.2-11.8, 13.6-14.1 mg/dl), respectively. Notably, among neonates categorized as low-or low-intermediate-risk within 3-day of age, 6 700 (12.76%) progressed to intermediate-high or high risk between 4 and 30 days of age. Before 13-day of age, TcB levels in the southern regions were consistently higher than those in the northern regions ( P=0.039); from 14 to 30 days of age, the overall TcB levels had no statistically difference, but the temporal changes in TcB still showed regional differences (degrees of freedom=3, all interaction P<0.05). Among neonates classified as low-or low-intermediate risk within 3-day of age, 25 326 were from southern regions, of whom 4 254 (16.80%) progressed to intermediate-high or high risk between 4 and 30 days of age. In northern regions, 27 193 neonates were classified as low-or low-intermediate risk within 3-day of age, among whom 2 446 (8.99%) progressed to intermediate-high or high risk. The risk progression between the 2 regions had statistically difference ( χ2=716.49, P<0.001). Conclusions:A TcB percentile curve for neonates within 30-day of age was established, revealing that both the overall TcB level and its temporal trend were higher in southern than in northern newborns. These findings provide baseline data to support continuous management of neonatal jaundice.
9.Development of a multimodal deep learning-based risk prediction model integrating clinical and radiomic features for short-term acute kidney injury following partial nephrectomy
Jiangting CHENG ; Jiayi XU ; Chenyang SHEN ; Guanwen YANG ; Yaohui LI ; Li LIU ; Jiajun WANG ; Xiaoyi HU ; Jianming GUO ; Hang WANG
Chinese Journal of Urology 2025;46(5):349-355
Objective:To develop and validate a deep learning-based multimodal model integrating clinical and radiomic features for predicting acute kidney injury(AKI)risk after partial nephrectomy.Methods:A retrospective analysis was conducted on 416 patients who underwent partial nephrectomy at Zhongshan Hospital,Fudan University from January 2023 to January 2025. The cohort included 100 AKI patients[defined by a ≥ 25% reduction in postoperative evaluated glomerular filtration rate(eGFR)within 48 hours sustained for >24 hours]and 316 non-AKI patients(1∶3 ratio,randomly matched with 16 additional cases for redundancy). Clinical and radiomic features were extracted from preoperative contrast-enhanced CT scans using PyRadiomics. Demographics included 259 males and 158 females,with a median age of 57(49,65)years,body mass index of(24.1 ± 3.3)kg/m2,preoperative eGFR of(88.5 ± 18.3)ml/(min·1.73 m2),postoperative eGFR(48-hour)of(76.0 ± 21.9)ml/(min·1.73 m2),Zhongshan Score(ZSscore)of 7.34 ± 2.01,and R.E.N.A.L. score of 7.50 ± 1.71. All tumors were T 1a stage. Patients were divided into training(n = 312)and test(n = 104)sets(3∶1 ratio). A clinical model was constructed via multivariate logistic regression,while radiomic and combined(clinical + radiomic)models utilized an artificial neural network(ANN)with 1 input layer,5 hidden layers,1 output layer,and 10 5 training epochs. Model performance was evaluated by using receiver operating characteristic(ROC)curves and area under the curve(AUC),and was compared to the Martini model. Feature contributions were interpreted via SHapley Additive exPlanations(SHAP). Results:In the test set,the results of multivariate logistic regression showed that patient’s weight,preoperative eGFR,R.E.N.A.L. score,surgical approach,and operation time were risk factors for AKI( P < 0.05). The AUC of the clinical feature prediction model constructed based on the above factors was 0.852(95% CI 0.775?0.929). In the test set,the AUC of the Martini model was 0.725(95% CI 0.565?0.791). The radiomic model,trained on 1 315 imaging features,achieved an AUC of 0.898(95% CI 0.804?0.993)with 94.2%(98/104)accuracy. The combined clinical and radiomic model,integrating 1 315 radiomic features and clinical features,demonstrated superior performance with an AUC of 0.946(95% CI 0.887?1.000)and 96.2%(100/104)accuracy,outperforming both the clinical model( P = 0.03)and the Martini model( P < 0.01). SHAP analysis identified the top five predictors in the combined model:ZSscore(SHAP value:0.78),long-run low gray-level emphasis(SHAP value:0.61),run-length non-uniformity(SHAP value:0.58),size-zone non-uniformity(SHAP value:0.46),and gray-level co-occurrence matrix joint energy(SHAP value:0.36). Conclusions:The deep learning-based multimodal model integrating clinical and radiomic features accurately predicts AKI risk after partial nephrectomy,offering a novel strategy for preoperative risk stratification and personalized intervention.
10.Prediction of repeat pulmonary balloon angioplasty within using TAPSE/sPAP ratio in chronic thromboembolic pulmonary hypertension
Dezhi REN ; Jiajun XIONG ; Chenchen LYU ; Yaqi XU ; Zhenguo ZHAI ; Wanmu XIE ; Hui WANG ; Jun DUAN
Chinese Journal of Thoracic and Cardiovascular Surgery 2025;41(9):544-549
Objective:To evaluate the predictive value of the tricuspid annular plane systolic excursion to systolic pulmonary artery pressure ratio(TAPSE/sPAP) in identifying precapillary pulmonary hypertension(pcPH) patients requiring repeat balloon pulmonary angioplasty(BPA) within 3 months after initial intervention, and to determine independent risk factors associated with postoperative reintervention.Methods:We retrospectively collected clinical data from 215 consecutive patients with pcPH undergoing BPA. After applying exclusion criteria, 200 patients were ultimately included in the analysis. The predictive value of the TAPSE/sPAP for short-term BPA reintervention was assessed using receiver operating characteristic( ROC) curve analysis and multivariable logistic regression. Internal validation was performed through bootstrap resampling with 1 000 iterations to evaluate model stability. Results:A risk model for echocardiography was constructed using multiple logistic regression, and the results showed that systolic pulmonary artery pressure(sPAP), peak tricuspid regurgitation velocity(TRV), tricuspid regurgitation pressure gradient(PGTR), and TAPSE/sPAP ratio were predictive factors for BPA surgery in patients with pulmonary hypertension within 3 months. Multivariate regression analysis suggests that the TAPSE/sPAP ratio is an independent influencing factor for BPA after 3 months( OR=0.023, P<0.05). The predicted area under the ROC curve( AUC) for BPA after 3 months is 0.62(95% CI: 0.530-0.648), P<0.01, which is better than other cardiac ultrasound indicators. At the same time, internal bootstrap method was used for internal self-validation, and the AUC of the internal self-validation set was 0.67. Conclusion:The TAPSE/sPAP ratio serves as an independent predictor for requiring repeat BPA within 3 months postoperatively in patients with pcPH.

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