1.Change in the number of peripheral blood regulatory T cells in patients with chronic kidney disease and its correlation with vascular calcification
Di ZHANG ; Hui WU ; Jing CHEN ; Liyu LIN ; Shaomin GONG ; Xiaoyan ZHANG ; Xiaoqiang DING ; Han ZHANG
Chinese Journal of Clinical Medicine 2026;33(2):285-292
Objective To explore the number of peripheral blood regulatory T cells (Treg) in patients with chronic kidney disease (CKD) and its correlation with vascular calcification. Methods This was a single-center, cross-sectional, and observational study. Non-dialysis patients with CKD treated at Zhongshan Hospital, Fudan University from March 2021 to March 2022 were enrolled. Abdominal aortic calcification (AAC) was assessed using lateral abdominal X-ray. Number of Treg and cytokine levels were measured by flow cytometry. Logistic regression analysis was performed to evaluate the related factors for AAC in CKD patients. Results A total of 83 patients were included, aged 17–86 years, with 57 males (68.7%). The distribution of CKD stages was as follows: stage G1 in 7 patients (8.4%), stage G2 in 17 patients (20.5%), stage G3 in 21 patients (25.3%), stage G4 in 19 patients (22.9%), and stage G5 in 19 patients (22.9%). No AAC was observed in patients with stages G1 and G2, while the prevalence of AAC in patients with stages G3, G4, and G5 was 23.8%, 21.1%, and 26.3%, respectively. Compared with stage G1 patients, those with stages G3–5 showed decreased number of peripheral blood Treg and elevated levels of interleukin (IL)-6 and IL-17F (P<0.05). The area under the receiver operating characteristic curve for number of peripheral blood Treg in predicting AAC in CKD patients was 0.766 (95%CI 0.652–0.879, P=0.002). Logistic regression analysis showed that decreased number of Treg was related factor for AAC in CKD patients (OR=0.957, 95%CI 0.922–0.992, P=0.018). Conclusion As CKD progresses, number of peripheral blood Treg significantly decreases, which is correlated with AAC in CKD patients.
2.The Scientific Connotation of"Heart and Brain Co-Dominating the Mind"and Its Application in the Treatment of Insomnia by Acupuncture
Yuting ZHANG ; Shan QIN ; Xiaoqiu WANG ; Liyu LIN ; Mufeng LI ; Wenzhong WU ; Chengyong LIU
Journal of Nanjing University of Traditional Chinese Medicine 2025;41(2):181-188
The paper discusses the scientific connotation of"heart and brain co-dominating the mind",including the connotation of"heart and brain co-dominating the mind"in traditional Chinese medicine and the physiological and pathological relationship be-tween heart and brain in modern medicine.Based on the understanding of"heart and brain co-dominating the mind",this paper be-lieves that"restlessness of mind"is the core pathogenesis of insomnia,and regulating mind is the key to the acupuncture and moxibus-tion treatment of insomnia.The autonomic nervous system(ANS)is a bridge connecting the heart and brain,and is closely related to the central anatomy,neurotransmitters and physiological rhythms of sleep.The imbalance of ANS is highly consistent with the patho-genesis of"heart and brain restlessness"in traditional Chinese medicine.The Governor Vessel runs through the brain and the heart,and the"Governor Vessel regulating spirit acupuncture"can communicate the heart and brain,regulate ANS function,and thus im-prove sleep quality.
3.Development and multicenter validation of machine learning models for predicting postoperative pulmonary complications after neurosurgery.
Ming XU ; Wenhao ZHU ; Siyu HOU ; Hongzhi XU ; Jingwen XIA ; Liyu LIN ; Hao FU ; Mingyu YOU ; Jiafeng WANG ; Zhi XIE ; Xiaohong WEN ; Yingwei WANG
Chinese Medical Journal 2025;138(17):2170-2179
BACKGROUND:
Postoperative pulmonary complications (PPCs) are major adverse events in neurosurgical patients. This study aimed to develop and validate machine learning models predicting PPCs after neurosurgery.
METHODS:
PPCs were defined according to the European Perioperative Clinical Outcome standards as occurring within 7 postoperative days. Data of cases meeting inclusion/exclusion criteria were extracted from the anesthesia information management system to create three datasets: The development (data of Huashan Hospital, Fudan University from 2018 to 2020), temporal validation (data of Huashan Hospital, Fudan University in 2021) and external validation (data of other three hospitals in 2023) datasets. Machine learning models of six algorithms were trained using either 35 retrievable and plausible features or the 11 features selected by Lasso regression. Temporal validation was conducted for all models and the 11-feature models were also externally validated. Independent risk factors were identified and feature importance in top models was analyzed.
RESULTS:
PPCs occurred in 712 of 7533 (9.5%), 258 of 2824 (9.1%), and 207 of 2300 (9.0%) patients in the development, temporal validation and external validation datasets, respectively. During cross-validation training, all models except Bayes demonstrated good discrimination with an area under the receiver operating characteristic curve (AUC) of 0.840. In temporal validation of full-feature models, deep neural network (DNN) performed the best with an AUC of 0.835 (95% confidence interval [CI]: 0.805-0.858) and a Brier score of 0.069, followed by Logistic regression (LR), random forest and XGBoost. The 11-feature models performed comparable to full-feature models with very close but statistically significantly lower AUCs, with the top models of DNN and LR in temporal and external validations. An 11-feature nomogram was drawn based on the LR algorithm and it outperformed the minimally modified Assess respiratory RIsk in Surgical patients in CATalonia (ARISCAT) and Laparoscopic Surgery Video Educational Guidelines (LAS VEGAS) scores with a higher AUC (LR: 0.824, ARISCAT: 0.672, LAS: 0.663). Independent risk factors based on multivariate LR mostly overlapped with Lasso-selected features, but lacked consistency with the important features using the Shapley additive explanation (SHAP) method of the LR model.
CONCLUSIONS:
The developed models, especially the DNN model and the nomogram, had good discrimination and calibration, and could be used for predicting PPCs in neurosurgical patients. The establishment of machine learning models and the ascertainment of risk factors might assist clinical decision support for improving surgical outcomes.
TRIAL REGISTRATION
ChiCTR 2100047474; https://www.chictr.org.cn/showproj.html?proj=128279 .
Adult
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Aged
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Female
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Humans
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Male
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Middle Aged
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Algorithms
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Lung Diseases/etiology*
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Machine Learning
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Neurosurgical Procedures/adverse effects*
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Postoperative Complications/diagnosis*
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Risk Factors
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ROC Curve
4.Comparative study of fecal SDC2,ADHFE1,and PPP2R5C gene methylation detection and fecal occult blood test in colorectal cancer screening
Juan FENG ; Liyu LIN ; Xueyun YE ; Yongtao WU ; Fengxin WU ; Lizhu XU ; Lixiang ZHOU
China Journal of Endoscopy 2025;31(7):31-36
Objective To compare the colonoscopy results of patients with positive fecal SDC2,ADHFE1,and PPP2R5C gene methylation tests to those with positive fecal occult blood tests,and analyze the effectiveness of colorectal cancer(CRC)screening.This study aims to provide a scientific basis for risk assessment in CRC screening.Methods From December 2023 to May 2024,9 284 combined test kits for SDC2,ADHFE1,and PPP2R5C gene methylation were distributed to high-risk individuals aged 40~80 years.Among them,841 patients(9.1%)tested positive.These patients were encouraged via telephone to undergo colonoscopy,with colonoscopy combined with pathological diagnosis as the gold standard,a total of 495 positive patients completed electronic colonoscopy.Among them,the 251 patients who tested positive for fecal SDC2,ADHFE1,and PPP2R5C gene methylation and completed electronic colonoscopy were the observation group;concurrently,244 patients who tested positive for fecal occult blood tests and underwent electronic colonoscopy were selected as the control group.Compare two groups of patients with polyp,number,shape,pathological changes and pathological types.Results There was no statistically significant difference in number and lesion location of polyps between the two groups of patients(P>0.05).The proportion of Yamada type Ⅰ in the observation group was lower than that in the control group,while the proportion of Yamada type Ⅱ was higher than that in the control group.The difference was statistically significant(P<0.05).In the observation group,1 case(0.4%)of CRC,62 cases(24.7%)of advanced adenomas,78 cases(31.1%)of non-advanced adenomas,20 cases(8.0%)of hyperplastic polyps,and 90 cases(35.9%)with no dysplastic lesions were identified.In the control group,6 cases(2.5%)of CRC,38 cases(15.6%)of advanced adenomas,53 cases(21.7%)of non-advanced adenomas,19 cases(7.8%)of hyperplastic polyps,and 128 cases(52.5%)with no dysplastic lesions were identified.The proportions of non-advanced adenomas and advanced adenomas were lower in the control group than those in the observation group,while the no dysplastic lesions rate was higher in the control group,the differences were statistically significant(P<0.05).Conclusion The detection rate of colorectal non-advanced adenomas and advanced adenomas is higher with fecal SDC2,ADHFE1,and PPP2R5C gene methylation testing compared to the fecal occult blood test.
5.The Scientific Connotation of"Heart and Brain Co-Dominating the Mind"and Its Application in the Treatment of Insomnia by Acupuncture
Yuting ZHANG ; Shan QIN ; Xiaoqiu WANG ; Liyu LIN ; Mufeng LI ; Wenzhong WU ; Chengyong LIU
Journal of Nanjing University of Traditional Chinese Medicine 2025;41(2):181-188
The paper discusses the scientific connotation of"heart and brain co-dominating the mind",including the connotation of"heart and brain co-dominating the mind"in traditional Chinese medicine and the physiological and pathological relationship be-tween heart and brain in modern medicine.Based on the understanding of"heart and brain co-dominating the mind",this paper be-lieves that"restlessness of mind"is the core pathogenesis of insomnia,and regulating mind is the key to the acupuncture and moxibus-tion treatment of insomnia.The autonomic nervous system(ANS)is a bridge connecting the heart and brain,and is closely related to the central anatomy,neurotransmitters and physiological rhythms of sleep.The imbalance of ANS is highly consistent with the patho-genesis of"heart and brain restlessness"in traditional Chinese medicine.The Governor Vessel runs through the brain and the heart,and the"Governor Vessel regulating spirit acupuncture"can communicate the heart and brain,regulate ANS function,and thus im-prove sleep quality.
6.Comparative study of fecal SDC2,ADHFE1,and PPP2R5C gene methylation detection and fecal occult blood test in colorectal cancer screening
Juan FENG ; Liyu LIN ; Xueyun YE ; Yongtao WU ; Fengxin WU ; Lizhu XU ; Lixiang ZHOU
China Journal of Endoscopy 2025;31(7):31-36
Objective To compare the colonoscopy results of patients with positive fecal SDC2,ADHFE1,and PPP2R5C gene methylation tests to those with positive fecal occult blood tests,and analyze the effectiveness of colorectal cancer(CRC)screening.This study aims to provide a scientific basis for risk assessment in CRC screening.Methods From December 2023 to May 2024,9 284 combined test kits for SDC2,ADHFE1,and PPP2R5C gene methylation were distributed to high-risk individuals aged 40~80 years.Among them,841 patients(9.1%)tested positive.These patients were encouraged via telephone to undergo colonoscopy,with colonoscopy combined with pathological diagnosis as the gold standard,a total of 495 positive patients completed electronic colonoscopy.Among them,the 251 patients who tested positive for fecal SDC2,ADHFE1,and PPP2R5C gene methylation and completed electronic colonoscopy were the observation group;concurrently,244 patients who tested positive for fecal occult blood tests and underwent electronic colonoscopy were selected as the control group.Compare two groups of patients with polyp,number,shape,pathological changes and pathological types.Results There was no statistically significant difference in number and lesion location of polyps between the two groups of patients(P>0.05).The proportion of Yamada type Ⅰ in the observation group was lower than that in the control group,while the proportion of Yamada type Ⅱ was higher than that in the control group.The difference was statistically significant(P<0.05).In the observation group,1 case(0.4%)of CRC,62 cases(24.7%)of advanced adenomas,78 cases(31.1%)of non-advanced adenomas,20 cases(8.0%)of hyperplastic polyps,and 90 cases(35.9%)with no dysplastic lesions were identified.In the control group,6 cases(2.5%)of CRC,38 cases(15.6%)of advanced adenomas,53 cases(21.7%)of non-advanced adenomas,19 cases(7.8%)of hyperplastic polyps,and 128 cases(52.5%)with no dysplastic lesions were identified.The proportions of non-advanced adenomas and advanced adenomas were lower in the control group than those in the observation group,while the no dysplastic lesions rate was higher in the control group,the differences were statistically significant(P<0.05).Conclusion The detection rate of colorectal non-advanced adenomas and advanced adenomas is higher with fecal SDC2,ADHFE1,and PPP2R5C gene methylation testing compared to the fecal occult blood test.
7.Clinical Manifestations,Molecular Genetics and Gonadal Pathology of 416 Patients with Disorders of Sex Development:A Single-Center Cohort Study
Wanjun LIN ; Cuili LIANG ; Wen FU ; Liyu ZHANG ; Wei JIA ; Jinhua HU ; Wen ZHANG ; Yunting LIN ; Huilin NIU ; Liping FAN ; Zhikun LU ; Duan LI ; Zongcai LIU ; Huiying SHENG ; Xi YIN ; Xiaodan CHEN ; Guochang LIU ; Jing CHENG ; Li LIU
JOURNAL OF RARE DISEASES 2024;3(3):310-317
Objective To investigate the clinical manifestations,molecular genetics and gonadal pathol-ogy characteristics of patients with disorders of sex development(DSD),and to summarize the clinical experi-ence of identifying rare diseases from common symptoms.Methods The clinical data of 416 patients with DSD diagnosed and treated in the multidisciplinary center of DSD of Guangzhou Women and Children's Medical Cen-ter from May 2018 to August 2023 were retrospectively analyzed,summarized and discussed.Results Accord-ing to chromosome karyotype,416 cases of DSD were classified into three types:92 cases(22.1%)of abnormal sex chromosome karyotype,285 cases(68.5%)of 46,XY karyotype and 39 cases(9.4%)of 46,XX karyotype.Among the 92 patients with abnormal sex chromosome karyotype,59 cases were raised as males,18 cases(30.5%)complained of short penis with hypospadias and cryptorchidism.The most common karyotype was 45,X/46,XY(58 cases,63.0%).Among the 285 patients with 46,XY karyotype,238 cases were raised as males,and 63 cases(26.5%)complained of short penis and hypospadias;47 cases were raised as females,and 13 ca-ses(27.7%)complained of inguinal mass.A total of 216 patients with 46,XY karyotype were subjected to whole exome gene detection,and 155 cases(71.8%)were found to have molecular pathogenesis with the clinical phe-notype.Among the 39 patients with 46,XX karyotype,19 cases were raised as males,and 8 cases(42.1%)com-plained of short penis and hypospadias.In the 18 cases of gonad biopsy,17 cases showed testicular tissue in go-nads.Whole exome sequencing was performed in 14 cases.NR5A1 gene heterozygous mutation,SRY gene muta-tion and SOX3 gene mutation were found in 2 cases,respectively(14.3%).Twenty cases were raised as females,and 14 cases(70.0%)complained of clitoral hypertrophy.Gonad biopsy was performed in 8 cases,with 7 cases of ovotestis(87.5%)and 1 case of NR5A1 gene heterozygous mutation(14.3%).Conclusions The etiologies of DSD are complex and diverse,and the clinical manifestations are various,which can be manifested as hypospa-dias,micropenis,cryptorchidism and other common symptoms of the urinary system.Different etiologies have dif-ferent treatment options.Therefore,chromosome karyotype,molecular genetic testing and gonadal pathology can be used to clarify the cause of disease,especially for rare diseases,improve the detection rate,reduce the rate of missed diagnosis,and ensure reasonable treatment,especially sex selection.
8.Quantitative analysis on characteristics of electromyography and evoked potential in normal laryngeal muscles
Yuhong LIN ; Liyu CHENG ; Xueyan LI ; Rong HU ; Wen XU
Chinese Journal of Otorhinolaryngology Head and Neck Surgery 2024;59(12):1279-1285
Objective:To quantitatively analyze and explore the characteristics, influencing factors, reference value range, and variability of electromyography and nerve evoked potential in normal laryngeal muscles.Methods:The study included 480 patients diagnosed with unilateral vocal fold immobility and underwent laryngeal electromyography (LEMG) at Beijing Tongren Hospital from June 2012 to June 2022, including 259 males and 221 females, with an average age of (44.4±14.9) years. Characteristics of the motor unit potential (MUP), recruitment pattern, and evoked potential in the thyroarytenoid muscle (TA), the posterior cricoarytenoid muscle (PCA) and the cricothyroid muscle (CT) of the normal side were analyzed, with the coefficient of variation (CV), reference value range of each parameter, and differences in different genders and age groups analyzed simultaneously. SPSS 24.0 software was used to analyze the data.Results:The amplitudes of MUP in TA, PCA, and CT muscles were (129.52±24.95) μV, (240.67±88.25) μV, and (125.88±21.36) μV, respectively. The durations were (3.67±0.17) ms, (3.82±0.29) ms and (3.68±0.17) ms, respectively. The numbers of MUP phase were 1.94±0.28, 2.16±0.38, and 1.98±0.25, respectively. The per second numbers of turns in TA, PCA, and CT muscles were 565.76±193.88, 520.94±170.99, and 523.29±159.58, respectively. The amplitudes of the recruitment pattern were (1 038.00±368.65) μV, (1 269.91±434.75) μV, and (919.64±240.54) μV, respectively. The latencies of laryngeal nerve evoked potentials in TA, PCA, and CT muscles were (1.69±0.08) ms, (1.70±0.08) ms, and (1.70±0.11) ms, with durations of (6.20±1.30) ms, (6.41±1.34) ms, and (7.05±1.67) ms, respectively. The amplitudes were (7.42±3.62) mV, (6.05±2.83) mV, and (5.54±2.62) mV, respectively. The duration of MUP in male laryngeal muscles was higher than that in females, with statistical differences in TA ( t=5.70, P<0.01) and CT ( t=2.41, P<0.05) muscles, and the duration of evoked potentials was higher than that in females (TA: t=3.63; PCA: t=3.21; CT: t=2.98; all P<0.01). The duration of PCA evoked potentials was weakly negatively correlated with age ( r=-0.17, P<0.01). The reference ranges for MUP duration in TA, PCA, and CT muscles were (3.30-3.90) ms, (3.40-4.30) ms, and (3.30-3.90) ms, respectively, and the latencies of the evoked potential were concentrated at 1.70 ms, the CVs were all less than 10%. Conclusions:This study analyzes the parameters of MUP, recruitment pattern, and evoked potential in laryngeal muscles of the normal side in patients with unilateral vocal fold immobility, as well as the normal reference range. Among them, the duration of MUP and the latency of evoked potential are relatively small, which can be used as characteristic indicators for normal laryngeal muscles and nerves. MUP of TA and CT muscles in male patients, as well as the duration of all the evoked potentials, are higher than those in females, and the trend of changes in the parameters with age is not significant.
9.Quantitative analysis on characteristics of electromyography and evoked potential in normal laryngeal muscles
Yuhong LIN ; Liyu CHENG ; Xueyan LI ; Rong HU ; Wen XU
Chinese Journal of Otorhinolaryngology Head and Neck Surgery 2024;59(12):1279-1285
Objective:To quantitatively analyze and explore the characteristics, influencing factors, reference value range, and variability of electromyography and nerve evoked potential in normal laryngeal muscles.Methods:The study included 480 patients diagnosed with unilateral vocal fold immobility and underwent laryngeal electromyography (LEMG) at Beijing Tongren Hospital from June 2012 to June 2022, including 259 males and 221 females, with an average age of (44.4±14.9) years. Characteristics of the motor unit potential (MUP), recruitment pattern, and evoked potential in the thyroarytenoid muscle (TA), the posterior cricoarytenoid muscle (PCA) and the cricothyroid muscle (CT) of the normal side were analyzed, with the coefficient of variation (CV), reference value range of each parameter, and differences in different genders and age groups analyzed simultaneously. SPSS 24.0 software was used to analyze the data.Results:The amplitudes of MUP in TA, PCA, and CT muscles were (129.52±24.95) μV, (240.67±88.25) μV, and (125.88±21.36) μV, respectively. The durations were (3.67±0.17) ms, (3.82±0.29) ms and (3.68±0.17) ms, respectively. The numbers of MUP phase were 1.94±0.28, 2.16±0.38, and 1.98±0.25, respectively. The per second numbers of turns in TA, PCA, and CT muscles were 565.76±193.88, 520.94±170.99, and 523.29±159.58, respectively. The amplitudes of the recruitment pattern were (1 038.00±368.65) μV, (1 269.91±434.75) μV, and (919.64±240.54) μV, respectively. The latencies of laryngeal nerve evoked potentials in TA, PCA, and CT muscles were (1.69±0.08) ms, (1.70±0.08) ms, and (1.70±0.11) ms, with durations of (6.20±1.30) ms, (6.41±1.34) ms, and (7.05±1.67) ms, respectively. The amplitudes were (7.42±3.62) mV, (6.05±2.83) mV, and (5.54±2.62) mV, respectively. The duration of MUP in male laryngeal muscles was higher than that in females, with statistical differences in TA ( t=5.70, P<0.01) and CT ( t=2.41, P<0.05) muscles, and the duration of evoked potentials was higher than that in females (TA: t=3.63; PCA: t=3.21; CT: t=2.98; all P<0.01). The duration of PCA evoked potentials was weakly negatively correlated with age ( r=-0.17, P<0.01). The reference ranges for MUP duration in TA, PCA, and CT muscles were (3.30-3.90) ms, (3.40-4.30) ms, and (3.30-3.90) ms, respectively, and the latencies of the evoked potential were concentrated at 1.70 ms, the CVs were all less than 10%. Conclusions:This study analyzes the parameters of MUP, recruitment pattern, and evoked potential in laryngeal muscles of the normal side in patients with unilateral vocal fold immobility, as well as the normal reference range. Among them, the duration of MUP and the latency of evoked potential are relatively small, which can be used as characteristic indicators for normal laryngeal muscles and nerves. MUP of TA and CT muscles in male patients, as well as the duration of all the evoked potentials, are higher than those in females, and the trend of changes in the parameters with age is not significant.
10.Efficacy of non-pharmaceutical interventions for chemotherapy-induced nausea and vomiting:an overview of systematic reviews
Xin ZHANG ; Lichun XU ; Liyu LIN ; Yuxin HUANG ; Panpan ZHUANG
Chinese Journal of Practical Nursing 2022;38(17):1348-1355
Objective:To re-evaluate the quality of methodology and outcome indicators for systematic reviews/meta-analysis about the effectiveness of non-pharmacological interventions for chemotherapy-related nausea and vomiting(CINV).Methods:The Cochrane Library, PubMed, Embase, Web of Science, CNKI, Wanfang, VIP and CBM for systematic reviews/meta-analysis on the effectiveness of non-pharmaceutical intervention in the prevention or treatment of CINV from inception to May 2021 were searched. The methodological quality of the included literature was evaluated by the AMSTAR 2 quality evaluation tool, and the quality of the evidence for the outcome indicators was evaluated by GRADE system.Results:A total of 24 articles were included, 7 of the AMSTAR 2 quality evaluation results were low-level, and the remaining 17 were all very low-level. The main defects were the lack of preliminary study design scheme, incomplete search strategy, no list of excluded literature, and no report of included research funding sources, etc. Only 1 of the outcome indicators was classified as high quality, 7 were classified as intermediate, and the rest were low or very low quality.Conclusions:Methodological quality and strength of evidence of systematic reviews/meta-analysis on the effectiveness of non-pharmaceutical intervention for CINV are generally low, and the reliability of research results is poor. It is necessary to design scientific and rigorous high-quality RCTs and systematic reviews to further verify the effectiveness of non-pharmaceutical interventions in the future.

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