1.Recognition of breath odor map of benign and malignant pulmonary nodules and Traditional Chinese Medicine syndrome elements based on electronic nose combined with machine learning: An observational study in a single center
Shiyan TAN ; Qiong ZENG ; Hongxia XIANG ; Qian WANG ; Xi FU ; Jiawei HE ; Liting YOU ; Qiong MA ; Fengming YOU ; Yifeng REN
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(02):185-193
Objective To explore the recognition capabilities of electronic nose combined with machine learning in identifying the breath odor map of benign and malignant pulmonary nodules and Traditional Chinese Medicine (TCM) syndrome elements. Methods The study design was a single-center observational study. General data and four diagnostic information were collected from 108 patients with pulmonary nodules admitted to the Department of Cardiothoracic Surgery of Hospital of Chengdu University of TCM from April 2023 to March 2024. The patients' TCM disease location and nature distribution characteristics were analyzed using the syndrome differentiation method. The Cyranose 320 electronic nose was used to collect the odor profiles of oral exhalation, and five machine learning algorithms including random forest (RF), K-nearest neighbor (KNN), logistic regression (LR), support vector machine (SVM), and eXtreme gradient boosting (XGBoost) were employed to identify the exhaled breath profiles of benign and malignant pulmonary nodules and different TCM syndromes. Results (1) The common disease locations in pulmonary nodules were ranked in descending order as liver, lung, and kidney; the common disease natures were ranked in descending order as Yin deficiency, phlegm, dampness, Qi stagnation, and blood deficiency. (2) The electronic nose combined with the RF algorithm had the best efficacy in identifying the exhaled breath profiles of benign and malignant pulmonary nodules, with an AUC of 0.91, accuracy of 86.36%, specificity of 75.00%, and sensitivity of 92.85%. (3) The electronic nose combined with RF, LR, or XGBoost algorithms could effectively identify the different TCM disease locations and natures of pulmonary nodules, with classification accuracy, specificity, and sensitivity generally exceeding 80.00%.Conclusion Electronic nose combined with machine learning not only has the potential capabilities to differentiate the benign and malignant pulmonary nodules, but also provides new technologies and methods for the objective diagnosis of TCM syndromes in pulmonary nodules.
2.Clinical application of split liver transplantation: a single center report of 203 cases
Qing YANG ; Shuhong YI ; Binsheng FU ; Tong ZHANG ; Kaining ZENG ; Xiao FENG ; Jia YAO ; Hui TANG ; Hua LI ; Jian ZHANG ; Yingcai ZHANG ; Huimin YI ; Haijin LYU ; Jianrong LIU ; Gangjian LUO ; Mian GE ; Weifeng YAO ; Fangfei REN ; Jinfeng ZHUO ; Hui LUO ; Liping ZHU ; Jie REN ; Yan LYU ; Kexin WANG ; Wei LIU ; Guihua CHEN ; Yang YANG
Chinese Journal of Surgery 2024;62(4):324-330
Objective:To investigate the safety and therapeutic effect of split liver transplantation (SLT) in clinical application.Methods:This is a retrospective case-series study. The clinical data of 203 consecutive SLT, 79 living donor liver transplantation (LDLT) and 1 298 whole liver transplantation (WLT) performed at the Third Affiliated Hospital of Sun Yat-sen University from July 2014 to July 2023 were retrospectively analyzed. Two hundred and three SLT liver grafts were obtained from 109 donors. One hundred and twenty-seven grafts were generated by in vitro splitting and 76 grafts were generated by in vivo splitting. There were 90 adult recipients and 113 pediatric recipients. According to time, SLT patients were divided into two groups: the early SLT group (40 cases, from July 2014 to December 2017) and the mature SLT technology group (163 cases, from January 2018 to July 2023). The survival of each group was analyzed and the main factors affecting the survival rate of SLT were analyzed. The Kaplan-Meier method and Log-rank test were used for survival analysis.Results:The cumulative survival rates at 1-, 3-, and 5-year were 74.58%, 71.47%, and 71.47% in the early SLT group, and 88.03%, 87.23%, and 87.23% in the mature SLT group, respectively. Survival rates in the mature SLT group were significantly higher than those in the early SLT group ( χ2=5.560, P=0.018). The cumulative survival rates at 1-, 3- and 5-year were 93.41%, 93.41%, 89.95% in the LDLT group and 87.38%, 81.98%, 77.04% in the WLT group, respectively. There was no significant difference among the mature SLT group, the LDLT group and the WLT group ( χ2=4.016, P=0.134). Abdominal hemorrhage, infection, primary liver graft nonfunction,and portal vein thrombosis were the main causes of early postoperative death. Conclusion:SLT can achieve results comparable to those of WLT and LDLT in mature technology liver transplant centers, but it needs to go through a certain time learning curve.
3.Application of failure mode and effects analysis based on action priority in the prevention and control of surgical site infection after colorectal surgery
Hong-Man WU ; Jing-Min LAI ; Le-Tao CHEN ; Chen-Chao FU ; Zi-Yuan TANG ; Feng ZHOU ; Cui ZENG ; Lan-Man ZENG ; Nan REN ; Xun HUANG
Chinese Journal of Infection Control 2024;23(7):881-888
Objective To evaluate the process risk of the implementation of prevention and control measures for surgical site infection(SSI)after colorectal surgery,and explore the application effect of failure mode and effects analysis(FMEA)based on action priority.Methods FMEA based on action priority was adopted to evaluate the whole process of the implementation of prevention and control measures for SSI after colorectal surgery.Prioritiza-tion ranking was conducted according to whether optimized measures were taken.Standard-reaching rate of comp-liance to SSI prevention and control measures as well as SSI incidence before and after the implementation of FMEA were compared.Results After evaluation,there were 7 high-priority and 22 medium-priority prevention and control measures for SSI.The control of medium-priority measures was strengthened,with a focus on developing further preventive and detectable measures for high-priority measures.The re-evaluation results after improvement showed that 7 high-priority measures have been downgraded to medium priority,and 16 medium-priority measures have been downgraded to low priority.Standard-reaching rate of compliance to SSI prevention and control measures in-creased from 77.15%(2 566/3 326)to 92.47%(3 096/3 348),and SSI incidence decreased from 6.04%(58/960)to 2.54%(60/2 364).Conclusion Application of FMEA based on action priority can effectively evaluate the risk of prevention and control process of SSI after colorectal surgery,and adopting preventive risk control measures accord-ing to the current situation can reduce the incidence of SSI after colorectal surgery.
4.Clinical application of split liver transplantation: a single center report of 203 cases
Qing YANG ; Shuhong YI ; Binsheng FU ; Tong ZHANG ; Kaining ZENG ; Xiao FENG ; Jia YAO ; Hui TANG ; Hua LI ; Jian ZHANG ; Yingcai ZHANG ; Huimin YI ; Haijin LYU ; Jianrong LIU ; Gangjian LUO ; Mian GE ; Weifeng YAO ; Fangfei REN ; Jinfeng ZHUO ; Hui LUO ; Liping ZHU ; Jie REN ; Yan LYU ; Kexin WANG ; Wei LIU ; Guihua CHEN ; Yang YANG
Chinese Journal of Surgery 2024;62(4):324-330
Objective:To investigate the safety and therapeutic effect of split liver transplantation (SLT) in clinical application.Methods:This is a retrospective case-series study. The clinical data of 203 consecutive SLT, 79 living donor liver transplantation (LDLT) and 1 298 whole liver transplantation (WLT) performed at the Third Affiliated Hospital of Sun Yat-sen University from July 2014 to July 2023 were retrospectively analyzed. Two hundred and three SLT liver grafts were obtained from 109 donors. One hundred and twenty-seven grafts were generated by in vitro splitting and 76 grafts were generated by in vivo splitting. There were 90 adult recipients and 113 pediatric recipients. According to time, SLT patients were divided into two groups: the early SLT group (40 cases, from July 2014 to December 2017) and the mature SLT technology group (163 cases, from January 2018 to July 2023). The survival of each group was analyzed and the main factors affecting the survival rate of SLT were analyzed. The Kaplan-Meier method and Log-rank test were used for survival analysis.Results:The cumulative survival rates at 1-, 3-, and 5-year were 74.58%, 71.47%, and 71.47% in the early SLT group, and 88.03%, 87.23%, and 87.23% in the mature SLT group, respectively. Survival rates in the mature SLT group were significantly higher than those in the early SLT group ( χ2=5.560, P=0.018). The cumulative survival rates at 1-, 3- and 5-year were 93.41%, 93.41%, 89.95% in the LDLT group and 87.38%, 81.98%, 77.04% in the WLT group, respectively. There was no significant difference among the mature SLT group, the LDLT group and the WLT group ( χ2=4.016, P=0.134). Abdominal hemorrhage, infection, primary liver graft nonfunction,and portal vein thrombosis were the main causes of early postoperative death. Conclusion:SLT can achieve results comparable to those of WLT and LDLT in mature technology liver transplant centers, but it needs to go through a certain time learning curve.
5.Propionic and butyric acid levels can predict ability in the activities of daily living after an ischemic stroke
Hankui YIN ; Zhongli WANG ; Ming ZENG ; Ming SHI ; Yun REN ; Linhua TAO ; Yunhai YAO ; Jianming FU ; Xudong GU
Chinese Journal of Physical Medicine and Rehabilitation 2024;46(7):631-634
Objective:To seek a correlation between short-chain fatty acids (SCFAs) and skill in the activities of daily living (ADL) after an ischemic stroke.Methods:Ninety ischemic stroke survivors were assessed using the Barthel Index (BI). Fecal samples were collected and analyzed for the concentration of acetic acid, propionic acid, butyric acid, isobutyric acid, valeric acid, and isovaleric acid using gas chromatography. Spearman correlation analysis was conducted to identify SCFAs that correlated with the total BI score. Linear regressions were evaluated to explore the correlation between the total BI score and SCFAs.Results:The concentrations of propionic and butyric acids in the feces were found to correlate significantly with the total BI scores. Data including propionic acid and butyric acid levels, age, gender, body mass index, disease duration, any history of hypertension or diabetes, and other SCFAs were included in the regression models. Propionic and butyric acid levels were found to be potentially useful predictors of total BI scores.Conclusions:The concentration of propionic and butyric acids in the feces after an ischemic stroke can predict the survivor′s total BI score. Those concentrations could therefore be useful for predicting ADL ability.
6.Establishment of An Animal Model of Acute B Lymphoblastic Leukemia with Minimal Residual Disease.
Xiao-Fu JIN ; Ling-Zhen WANG ; Ke LEI ; Zeng-Yi DONG ; Ren ZHONG ; Han ZHAO ; Li-Rong SUN
Journal of Experimental Hematology 2022;30(2):381-385
OBJECTIVE:
To establish an animal model of acute B lymphoblastic leukemia (B-ALL) with minimal residual disease.
METHODS:
The transplanted tumor was formed by subcutaneous injection of 2×107 Nalm-6 cells, and the body weight, activity status and tumor formation status of nude mice were observed. Peripheral blood, bone marrow, liver and spleen and other tissues of nude mice were taken for pathological examination to understand whether the success of subcutaneous modeling was accompanied by systemic metastasis.
RESULTS:
There were 2×107 Nalm-6 cells injected subcutaneously in nude mice, (11.0±2.5) days later, the tumors of (3-4) × (3-4) mm were observed, the body weight of the nude mice was reduced and activity showed no limited. Infiltration of tumor cells in liver, spleen and bone marrow were observed in pathological sections.
CONCLUSION
The animal model of subcutaneous tumor of B-ALL was successfully established in nude mice.
Animals
;
Body Weight
;
Disease Models, Animal
;
Humans
;
Mice
;
Mice, Nude
;
Neoplasm Transplantation
;
Neoplasm, Residual
;
Precursor Cell Lymphoblastic Leukemia-Lymphoma
7.Repair of soft tissue defect of digit-tip with single subcutaneous pedicle V-Y advancing flap combined with skin grafting
Qiao HOU ; Hongmei FU ; Guohua REN ; Shenghu HONG ; Jun YANG ; Wei ZHUANG ; Linru ZENG ; Renfu QUAN
Chinese Journal of Microsurgery 2022;45(2):171-174
Objective:To explore the surgical method and therapeutic effect of repairing soft tissue defect of digit-tip with single subcutaneous pedicle V-Y advancing flap combined with skin grafting.Methods:From August 2013 to December 2020, 25 soft tissue defects of digit-tip were repaired by a single subcutaneous pedicle V-Y advancing flap combined with pedicle skin grafting. The area of the defects was 0.8 cm× 0.8 cm to 1.6 cm× 1.4 cm. The flaps were harvested from palm or lateral side of the wound and the area of flap was 0.5 cm×1.0 cm to 0.8 cm×2.5 cm. In order to make the flap transfer to a further distance, the subcutaneous fibre connection of the flap was cut-off during the operation. At the same time, cut off 1 side of subcutaneous pedicle. Finally, the advanced distance of the flap reached 0.5-1.2 cm. After the flap harvested, the medium thickness skin was removed for graft to close the donor site from the wrist striations. After the surgery, follow-up visits were conducted regularly by outpatient clinic, or via telephone or WeChat review or by home visit. Throughout the follow-up, the flap appearance, sensation and recovery of the function of digital joint were observed, together with the patient satisfaction. Results:After the surgery, the postoperative follow-up lasted for 4 months to 8 years. All 25 flaps and skin grafts were survived in first stage wound healing. The flaps and skin grafting areas had excellent texture. The fingerprint had been reconstructed with good appearance. The TPD was 4-9 mm, the functions of digital joint recovered well, and there was no complain about a discomfort at the donor site. According to the evaluation standard of Michigan hand function questionnaire, all 25 patients were very satisfied with the overall appearance and function of the hand. According to Total Angle of Motion (TAM) evaluation standard, finger mobility was excellent in all 25 patients.Conclusion:Subcutaneous V-Y advancing flap combined with skin grafting is an ideal method for repairing soft tissue defect of digit-tip. The surgery characterises a simple flap cutting, less traumatic damage, long advancing distance of flap and good repair effect.
8.Heavy Metal Analysis and Evaluation of Geotechnical Plant System of Dendrobii Officinalis Caulis in Typical Karst Area
Guang-ying DU ; Fu-lin YAN ; Ren-quan XIE ; Wei-jun HE ; Qin WANG ; Jian ZENG ; Sheng-hua WEI
Chinese Journal of Experimental Traditional Medical Formulae 2021;27(19):141-148
Objective:To systematically evaluate the safety of heavy metals in Dendrobii Officinalis Caulis and its rhizosphere soil and bedrock in epiphytic culture imitated wild rock fissure. The distribution characteristics of heavy metals in carbonate-black limestone-Dendrobii Officinalis Caulis system in the study area were analyzed. Method:Samples of biennial Dendrobii Officinalis Caulis, black calcareous soil and carbonate rocks were collected from fracture-epiphytic culture in karst area of Guizhou province. The contents of Cu, Pb, As, Cd in Dendrobii Officinalis Caulis, and Cu, Pb, As, Cd, Cr in soil and bedrock were determined by inductively coupled plasma-mass spectrometry (ICP-MS). The detection conditions were as follows:plasma power of 1 550 W, feedback power of 2 W, sampling depth of 9 mm, atomization chamber temperature at 2 ℃, analysis mode of full quantitative, and double charge of <1.5%. Hg content in Dendrobii Officinalis Caulis was determined by atomic fluorescence spectrometry, and Hg content in soil and bedrock was determined by mercury analyzer. SPSS 26.0 software was used to analyze the test data. Result:The contents of Cu, Pb, As, Cd and Hg in Dendrobii Officinalis Caulis were all within the safety threshold. The contents of Pb, As, Cd, Hg and Cr in black calcareous soil were higher than the corresponding background values of Chinese soil (
9.Effect of Modified Anshentang on Serum Inflammatory Factors, Immune Function, Bone Metabolism on Treatment of Patients with Ankylosing Spondylitis in Early and Middle Stages
Zhong-bo ZHANG ; Dong-liang SHI ; Xu-zhao DU ; Zhong-hua GUO ; Bo-wen REN ; Fu-zeng ZHENG
Chinese Journal of Experimental Traditional Medical Formulae 2021;27(3):105-110
Objective:This study aims to investigate the clinical efficacy of modified Anshentang on the treatment of ankylosing spondylitis in early and middle stages with kidney deficiency and cold-governing syndrome and its effect on serum inflammatory factors, immune function, and bone metabolism indexes of patients. Method:In this study, 120 patients were randomly divided into control group and observation group, 60 cases in each group. On the basis of ethotrexate treatment, patients in control group took Bushen Shuji granule orally, while patients in observation group took modified Anshentang orally for 8 weeks. Before and after treatment, patients in two groups were observed for clinical symptoms [ bath ankylosing spondylitis patient global score (BAS-G), bath ankylosing spondylitis disease activity index (BASDAI), spondyloarthritis research consortium of Canada (SPARCC), traditional Chinese medicine symptoms (TCM symptoms)
10.Effect of Modified Shenfuwan on Lumbar Disc Herniation Due to Kidney Deficiency and Cold Coagulation
Zhong-bo ZHANG ; Dong-liang SHI ; Xu-zhao DU ; Zhong-hua GUO ; Bo-wen REN ; Fu-zeng ZHENG
Chinese Journal of Experimental Traditional Medical Formulae 2021;27(9):100-105
Objective:To observe short-term and long-term effect of modified Shenfuwan on lumbar disc herniation due to kidney deficiency and cold coagulation. Method:100 cases were randomly divided into the control group and observation group,50 cases each. The control group were taken meloxicam tablets,7.5 mg each time,once a day and the observation group were given modified Shenfuwan,300 mL each time,twice a day. The treatment course was 3 months. The short form McGill pain questionnaire(SF-MPQ),oswestry disability index(ODI),and lumbar intervertebral disc herniation due to kidney deficiency and cold coagulation by traditional Chinese medicine (TCM ) syndrome were observed before and after treatment. Whole blood viscosity (high,medium,low),serum inflammatory factors [tumor necrosis factor-alpha(TNF-

Result Analysis
Print
Save
E-mail