1.Prediction of postoperative pulmonary complications in video-assisted thoracic surgery for lung cancer based on cardiopulmonary exercise testing and machine learning
Lei GUO ; Fusong LIU ; Zhilong OU ; Lan GUO ; Tiantian LI ; Chongfeng ZHOU ; Kun LUAN ; Xiaoman CHEN ; Yucheng WEI
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2026;33(01):44-52
Objective To develop a predictive model for postoperative pulmonary complications (PPC) following video-assisted thoracic surgery (VATS) in lung cancer patients by integrating cardiopulmonary exercise testing (CPET) parameters and machine learning techniques. Methods A retrospective analysis was conducted on patients with early-stage non-small cell lung cancer who underwent CPET and VATS at Guangdong Provincial People’s Hospital between October 2021 and July 2023. Patients were divided into a PPC group and a non-PPC group. The least absolute shrinkage and selection operator (LASSO) regression was used to select important features associated with PPC. Six machine learning algorithms were utilized to construct prediction models, including logistic regression, support vector machine, k-nearest neighbors, random forest, gradient boosting machine, and extreme gradient boosting. The optimal model was interpreted using SHapley Additive exPlanations (SHAP). Results A total of 325 patients were included, with an average age of 60.36 years, and 55.1% were male. Significant differences were observed between the PPC and non-PPC groups in age, diabetes, coronary heart disease, surgical approach, forced expiratory volume in 1 second (FEV1), forced vital capacity (FVC), FVC% predicted, peak oxygen uptake (peak VO2), anaerobic threshold (AT), and ventilatory equivalent for carbon dioxide slope (VE/VCO2 slope) (P<0.05). In the predictive model constructed by selecting 7 key features using LASSO regression, the random forest model demonstrated the best overall performance across various metrics, with an area under the receiver operating curve of 0.930, an F1 score of 0.836, and a Brier score of 0.133 in the training set. It also exhibited good predictive ability and calibration in the test set. SHAP analysis ranked feature importance as follows: peak VO2, VE/VCO2 slope, age, FEV1, smoking history, diabetes, and surgical approach. Conclusion Integrating CPET parameters, the random forest model can effectively identify high-risk patients for PPC and has the potential for clinical application.
2.Effects of moxibustion at "Xinshu" (BL15) and "Feishu" (BL13) on myocardial transferrin receptor 1 and ferroptosis suppressor protein 1 in chronic heart failure rats.
Bing GAO ; Pan LIU ; Lan LI ; Tiantian GONG ; Ling ZHU ; Liya LI ; Ran XIA ; Jing WANG
Chinese Acupuncture & Moxibustion 2025;45(6):781-790
OBJECTIVE:
To observe the effects of moxibustion at "Xinshu" (BL15) and "Feishu" (BL13) on myocardial transferrin receptor 1 (TfR1), ferroptosis suppressor protein 1 (FSP1), atrial natriuretic peptide (ANP), and typeⅠcollagen myocardial collagen fibers (CollagenⅠ) in rats with chronic heart failure (CHF), and to explore the mechanism of moxibustion for ameliorating myocardial fibrosis and improving cardiac function in CHF.
METHODS:
Fifty SD rats were randomly divided into a normal group (n=10) and a modeling group (n=40). The CHF model was established in the modeling group by ligating the left anterior descending coronary artery. After successful modeling, the rats were randomly divided into a model group (n=9), a moxibustion group (n=8), a rapamycin (RAPA) group (n=9), and a moxibustion+RAPA group (n=9). In the moxibustion group, moxibustion was delivered at bilateral "Feishu"(BL13) and "Xinshu" (BL15), 15 min at each point in each intervention, once daily, for 4 consecutive weeks. In the RAPA group, RAPA solution was administered intraperitoneally at a dose of 1 mg/kg, once daily for 4 consecutive weeks. In the moxibustion+RAPA group, RAPA solution was administered intraperitoneally after moxibustion. Ejection fraction (EF) and left ventricular fractional shortening (FS) were measured after modeling and intervention. After intervention, morphology of cardiac muscle was observed using HE staining and Masson's trichrome staining. Total iron content in myocardial tissue was detected using a colorimetric method. Western blot and qPCR were adopted to detect the protein and mRNA expression of TfR1, FSP1, ANP, and CollagenⅠ in myocardial tissue.
RESULTS:
Compared with the normal group, the EF and FS values decreased (P<0.01); necrosis, edema, degeneration, and arrangement disorder were presented in cardiomyocytes; inflammatory cells were obviously infiltrated, the structure of myocardial fibers was disarranged, the collagen fibers were obviously deposited and fibrosis increased (P<0.01); the total iron content and the protein and mRNA expression of TfR1, ANP, and CollagenⅠ in myocardial tissue were elevated (P<0.01), while the protein and mRNA expression of FSP1 were reduced (P<0.01) in the model group. Compared with the model group, the moxibustion group showed that EF and FS increased (P<0.01); myocardial cell morphology was improved, and myocardial fibrosis was alleviated (P<0.01); the total iron content and the protein and mRNA expression of TfR1, ANP, and CollagenⅠ in myocardial tissue decreased (P<0.01), while the protein and mRNA expression of FSP1 increased (P<0.01, P<0.05). Compared with the model group, the myocardial fibrosis was increased (P<0.05); the total iron content and the protein and mRNA expression of TfR1, ANP, CollagenⅠ in myocardial tissue were increased (P<0.01), while protein and mRNA expression of FSP1 decreased (P<0.01) in the RAPA group. When compared with the RAPA group and the moxibustion + RAPA group, EF and FS were elevated (P<0.01, P<0.05); myocardial cells were improved in morphology, the total iron content and the protein and mRNA expression of TfR1, ANP, and CollagenⅠ in myocardial tissue decreased (P<0.01), while protein and mRNA expression of FSP1 increased (P<0.01) in the moxibustion group. In comparison with the moxibustion + RAPA group, the RAPA group showed the decrease in EF and FS (P<0.01), the worsened myocardial fibrosis (P<0.01), the increase in the total iron content and the protein and mRNA expression of TfR1, ANP, and CollagenⅠ in myocardial tissue (P<0.01), and the decrease in the protein and mRNA expression of FSP1 (P<0.01).
CONCLUSION
Moxibustion at "Feishu" (BL13) and "Xinshu" (BL15) can slow down the process of myocardial fibrosis and improve cardiac function in CHF rats. The mechanism of moxibustion may be related to inhibiting ferroptosis through regulating autophagy.
Animals
;
Rats
;
Heart Failure/physiopathology*
;
Moxibustion
;
Rats, Sprague-Dawley
;
Male
;
Receptors, Transferrin/genetics*
;
Myocardium/metabolism*
;
Acupuncture Points
;
Humans
;
Chronic Disease/therapy*
;
Antigens, CD/metabolism*
3.Clinical efficacy of Yinhuo Guiyuan moxibustion therapy in the adjunctive treatment of kidney deficiency and lumbago in patients with stage 3-4 chronic kidney disease
Yandong LAN ; Xianfeng ZHAO ; Wanyi LAI ; Tiantian LAN ; Chunfan WEI
Chongqing Medicine 2025;54(4):879-883
Objective To investigate the clinical efficacy of Yinhuo Guiyuan moxibustion as an adjunc-tive therapy to Yaotongning Capsules in treating kidney deficiency-related lumbago in patients with stage 3-4 chronic kidney disease.Methods Sixty patients with stage 3-4 chronic kidney disease admitted from Janu-ary 2021 to June 2023 were randomly divided into a control group and an observation group,with 30 cases in each group.Both groups received basic treatment interventions during the study period.The control group re-ceived Yaotongning Capsules orally,while the observation group received additional Yinhuo Guiyuan moxibus-tion therapy.Clinical efficacy,pain scores,renal function indicators,satisfaction scores,and adverse reaction rates were compared between the two groups.Results The total effective rate was significantly higher in the observation group(93.33%)than in the control group(73.33%,P<0.05).At the 4th,8th,and 12th weeks of treatment,the VAS scores of both groups were lower than baseline values,with the observation group dem-onstrating significantly lower scores compared to the control group at the same time points(P<0.05).After treatment,both groups showed reductions in BUN,Scr,and 24hUP levels,with the observation group showing lower levels than the control group(P<0.05).The observation group demonstrated higher satisfaction scores than the control group(P<0.05).No significant difference was found in adverse reaction rates between groups(x2=0.218,P=0.640).Conclusion Yinhuo Guiyuan moxibustion combined with Yaotongning Cap-sules is effective in treating stage 3-4 chronic kidney disease patients,effectively alleviating low back pain,improving renal function indicators,enhancing treatment satisfaction,with lower incidence of adverse reac-tions.
4.Research advances in the care of patients with dementia in acute care settings
Jiayu LYU ; Tiantian MENG ; Chunle ZHU ; Lan LAN ; Ting ZHANG
Chinese Journal of Practical Nursing 2024;40(24):1910-1916
This paper reviews the current situation of dementia care in the emergency setting at home and abroad, and compares the contents of person-centred care practices, such as identifying and assessing dementia patients, changing caregivers ′ attitudes, creating a good emergency environment, and mastering and providing effective nurse-patient communication, with the aim of providing a reference basis for developing a standardised care plan for dementia patients in the emergency setting, with a view to providing more scientific and efficient emergency care for dementia patients.
5.Effect of moxibustion on PTEN/mTOR signalling pathway and myocardial fibrosis in rats with chronic heart failure
Tiantian GONG ; Bing GAO ; Ling ZHU ; Lan LI ; Yanping ZONG ; Jing HU ; Jing WANG
Journal of Beijing University of Traditional Chinese Medicine 2024;47(4):562-569
Objective To observe the effects of moxibustion on myocardial pathological morphology,α-smooth muscle actin(α-SMA)and chromosome 10 deletion phosphatase and tensin homologous protein(PTEN)/mammalian target of rapamycin(mTOR)signalling pathway in rats with chronic heart failure(CHF),and to explore the possible mechanism of moxibustion in attenuating myocardial fibrosis in rats with CHF.Methods According to the random number table method,60 male SD rats were divided into the normal group(n=10)and the surgery group(n=50),and the rats in the surgery group were ligated the left coronary artery to replicate the CHF model.According to the random number table method,40 successfully modelled rats were divided into the model group,the moxibustion group,the bpV(phen)group,and the moxibustion+bpV(phen)group,with 10 rats in each group.The normal and model groups were not given any intervention;in the moxibustion group,customized moxa sticks were used to moxibrate the bilateral"Feishu"(BL13)and"Xinshu"(BL15)on the back of the rats for 30 min at each point once a day;the bpV(phen)group was injected intraperitoneally with the bpV(phen)solution(0.15 mg/kg)twice a week;the moxibustion+bpV(phen)group was based on the bpV(phen)group,and moxibustion was applied according to the moxibustion group.The intervention was carried out for 4 weeks.The general conditions of rats,such as feeding and activity were observed;HE staining was used to detect morphological changes of the cardiomyocytes;Masson staining was used to detect myocardial fibrosis;the cardiac echocardiography was used to detect ejection fraction(EF)and fractional shortening(FS);real-time PCR was used to detect the mRNA expressions of PTEN and mTOR in the cardiac muscle tissues;protein expressions of PTEN,mTOR,α-SMA in rat myocardial tissue were detected by Western blotting.Results Compared with the normal group,rats in the model group had altered cardiomyocyte morphology,severe damage to myocardial fiber structure,significantly lower EF,FS,and mTOR mRNA and protein expressions,and significantly higher PTEN,α-SMA protein expressions and PTEN mRNA expression(P<0.05).Compared with the model group,myocardial ultrastructural damage was attenuated in the moxibustion group,bpV(phen)group,and moxibustion+ bpV(phen)group,and EF,FS,and mRNA and protein expressions of mTOR were significantly higher,α-SMA protein expression was significantly lower,and mRNA and protein expressions of PTEN were significantly lower(P<0.05).Compared with the moxibustion+bpV(phen)group,myocardial ultrastructural damage was worsen in the moxibustion and bpV(phen)groups,with significantly lower EF,FS,and mRNA and protein expressions of mTOR,significantly higher α-SMA protein expression,and significantly higher mRNA and protein expressions of PTEN(P<0.05).Conclusion Moxibustion can improve the pathological morphology and function of cardiomyocytes and attenuate myocardial fibrosis in rats with CHF,and its mechanism may be related to the down-regulation of PTEN expression,and then the up-regulation of mTOR expression.
6.The cases of twins with sialidosis type 1
Dongchu LI ; Jianwen WANG ; Zhenzhen WANG ; Zihan REN ; Tiantian LAN ; Le CHANG ; Tao GU ; Guisheng CHEN
Chinese Journal of Neurology 2023;56(5):543-549
Sialidosis is a rare lysosomal storage disease caused by NEU1 gene mutation at 6p21.33. It is characterized by myoclonic, ataxia, epilepsy, and decreased vision. A pair of twins with sialidosis type 1 are reported to enrich clinicians ′ understanding of the disease, so as to improve the diagnosis and treatment. The proband was a 16-year-old male. The main symptom was intermittent limb involuntary trembling for 2 years, with paroxysmal loss of consciousness. Fundus examination showed cherry-red spots. His twin brother had similar symptoms, but the overall performance was mild. Whole exome sequencing results showed that both patients carried compound heterozygous mutations of c.239C>T (p.P80L) and c.803A>G (p.Y268C) in NEU1 gene, which were from their normal phenotype mother and father.
7.From treatment to whole course management: envisioning comprehensive management of Talaromycosis marneffei
Cunwei CAO ; Tiantian LI ; Kaisu PAN ; Zhiwen JIANG ; Nanfang MO ; Qian PANG ; Lan HUANG ; Meilan XU ; Yidan WU ; Guoqun LIU
Chinese Journal of Epidemiology 2023;44(12):1993-1998
Talaromycosis marneffei has been increasing in recent years. Our understanding of this disease has gradually deepened through extensive basic and clinical research, but there are still many limitations. In this article, by incorporating the latest research advancements, we discuss important issues in managing Talaromycosis marneffei trends, aiming to guide effective prevention and control of the disease, improving public health, and reducing the healthcare burden.
8.Recent advance of Marinesco-Sj?gren syndrome
Zihan REN ; Dongchu LI ; Bonian MA ; Zhenzhen WANG ; Tiantian LAN ; Zishan MA ; Zhifeng YANG ; Guisheng CHEN
Chinese Journal of Neuromedicine 2023;22(11):1183-1187
Marinesco-Sj?gren syndrome (MSS), also known as hereditary ataxia-dwarf-mental retardation syndrome, is a rare autosomal recessive ataxia syndrome. This article reviews the recent advance in clinic characteristics, pathogenic gene mutation sites, pathogenesis and clinic diagnosis and treatment of MSS, in order to improve clinicians' understanding of the disease and diagnosis and treatment level, and reduce the missed diagnosis and misdiagnosis of the disease.
9.Ultrasonographic Evaluation of Infundibular Bladder Neck Formation in Female Stress Urinary Incontinence
Lan BU ; Fang NIE ; Dan YANG ; Yan CHE ; Tiantian DONG ; Hong PAN
Chinese Journal of Medical Imaging 2017;25(7):547-549,554
Purpose To investigate the relationship of infundibular bladder neck formation with pelvic floor support structure injury and urethral sphincter defect and its significance in female stress urinary incontinence.Materials and Methods The pelvic floor images of seventy-four female patients with stress urinary incontinence treated in the outpatient Department of Lanzhou University Second Hospital from April 2015 to August 2016 were analyzed retrospectively.The location of the bladder neck,posterior vesicourethral angle and the infundibular bladder neck formation were observed by the transperineal ultrasound under the resting state and the maximum Valsalva status.Meanwhile the thickness of middle urethral sphincter was measured under resting state.At the same time,eighty-one women visiting our hospital for regular physical examination were enrolled as control group.Results The infundibular urinary bladder neck formation rate (66.2%) in the stress urinary incontinence group was significantly higher than that in the control group (4.9%) under maximum Valsalva state,the difference was statistically significant (P<0.05).The extent of the bladder neck descending and posterior vesicourethral angle in the stress urinary incontinence group were notably higher than those in the control group,both of the difference was statistically significant (P<0.05).Stress urinary incontinence was confirmed with urethral sphincter defect by urodynamics in nine patients,in whom the infundibular bladder neck occurred.The thickness of the middle urethral sphincter in these nine patients showed no obvious difference with that in patients without sphincter defect and subjects in normal control group (P>0.05).Conclusion The infundibular bladder neck formation,which is closely related to the pelvic floor support structure dysfunction and urethral sphincter defect,is an important indication of stress urinary incontinence.However,the assessment of urethral sphincter defect through urethral sphincter thickness need to be further studied.
10.Right ventricular function quantified by two-dimensional speckle tracking imaging in patients with left heart disease related pulmonary hypertension
Lan ZHANG ; Jianli REN ; Zhigang WANG ; Yu WANG ; Tiantian LUO
Chinese Journal of Ultrasonography 2015;24(1):6-10
Objective To quantify the right ventricular (RV) function in patients with left heart disease (LHD) related pulmonary hypertension (PH) by two-dimensional speckle tracking imaging (2D-STI),and explore its potential value in diagnosis of reactive PH.Methods Forty healthy volunteers and 65 patients with LHD related PH were enrolled.PH patients were further divided into two subgroups according to pulmonary vascular resistance(PVR):passive PH group and reactive PH group.A complete 2D-STI derived longitudinal strain of RV free wall was performed,and the basal,middle,apical longitudinal peak systolic strain (LS) and RV free wall global LS (RVLSbas,RVLSmid,RVLSapi and RVLSfw) were measured.Results Compared to control group,RVLSbas and RVLSfw in reactive PH group decreased significantly (all P <0.05).Compared to passive PH group,RVLSbas and RVLSfw in patients with reactive PH decreased significantly (all P <0.05).The differences of RVLSbas and RVLSfw between control group and passive PH group had no statistical significance (all P >0.05).No significant differences in etiology and left ventricular ejection fraction (LVEF) were observed between PH subgroups (all P >0.05).The area under the ROC curve of RVLSbas in predicting reactive PH was 0.93,the cut-off value was-21.86,and the sensitivity and specificity were 83 % and 89 %,respectively.The area under the ROC curve of RVLSfw was 0.79,the cut-off value was-13.84,and the sensitivity and specificity were 59% and 89%,respectively.Conclusions 2D-STI can realize quantitative assessment of RV function in patients with LHD related PH.RVLSbas and RVLSfw may have important clinical value in diagnosing patients with reactive PH,and differential diagnosis value between patients with passive PH and patients with reactive PH.

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