OBJECTIVE: As an age-related neurodegenerative disease, the prevalence of mild cognitive impairment (MCI) increases with age. Within the framework of traditional Chinese medicine, spleen-kidney deficiency syndrome (SKDS) is recognized as the most frequent MCI subtype. Due to the covert and gradual onset of MCI, in community settings it poses a significant challenge for patients and their families to discern between typical aging and pathological changes. There exists an urgent need to devise a preliminary diagnostic tool designed for community-residing older adults with MCI attributed to SKDS (MCI-SKDS). METHODS: This investigation enrolled 312 elderly individuals diagnosed with MCI, who were randomly distributed into training and test datasets at a 3:1 ratio. Five machine learning methods, including logistic regression (LR), decision tree (DT), naive Bayes (NB), support vector machine (SVM), and gradient boosting (GB), were used to build a diagnostic prediction model for MCI-SKDS. Accuracy, sensitivity, specificity, precision, F1 score, and area under the curve were used to evaluate model performance. Furthermore, the clinical applicability of the model was evaluated through decision curve analysis (DCA). RESULTS: The accuracy, precision, specificity and F1 score of the DT model performed best in the training set (test set), with scores of 0.904 (0.845), 0.875 (0.795), 0.973 (0.875) and 0.973 (0.875). The sensitivity of the training set (test set) of the SVM model performed best among the five models with a score of 0.865 (0.821). The area under the curve of all five models was greater than 0.9 for the training dataset and greater than 0.8 for the test dataset. The DCA of all models showed good clinical application value. The study identified ten indicators that were significant predictors of MCI-SKDS. CONCLUSION The risk prediction index derived from machine learning for the MCI-SKDS prediction model is simple and practical; the model demonstrates good predictive value and clinical applicability, and the DT model had the best performance. Please cite this article as: Ai YT, Zhou S, Wang M, Zheng TY, Hu H, Wang YC, Li YC, Wang XT, Zhou PJ. Development of a machine learning-based risk prediction model for mild cognitive impairment with spleen-kidney deficiency syndrome in the elderly. J Integr Med. 2025; 23(4): 390-397.
Humans ; Cognitive Dysfunction/diagnosis* ; Aged ; Male ; Female ; Machine Learning ; Spleen ; Aged, 80 and over ; Kidney ; Medicine, Chinese Traditional

Objective To understand the surveillance situation of poliovirus in Guangzhou from 2011 to 2024, and to further strengthen polio surveillance and ensure the continued maintenance of a polio-free status. Methods An analysis was conducted on the discovery and investigation results of six cases of vaccine-derived poliovirus (VDPV) detected in Guangzhou. Results A total of 6 VDPV incidents were reported in Guangzhou from 2011 to June 2024, among which 5 incidents were from sewage sample testing in the Liede Sewage Treatment Plant in Guangzhou, all of which were confirmed as VDPV, with 1 for type I, 1 for type II, and 3 for type III. In addition, one confirmed HFMD case was identified as a type VDPV II carrier. No presence of any wild poliovirus (WPV), VDPV cases, or circulating VDPV (cVDPV) was reported. Conclusion Guangzhou City has maintained a high level of vigilance and effectiveness in the monitoring and prevention of polio. Continuously strengthening the construction of the polio monitoring network, optimizing vaccination strategies, and comprehensively improving public health awareness are still the focus of the prevention and control work in the future.

Aim To investigate the therapeutic effects of a newly developed Tadalafil tablets on pathological myocardial hypertrophy induced by abdominal aortic constriction(AAC)in rats,as well as its influence on the activation of the NF-κB signaling pathway in myo-cardial cells.Methods SD rats were randomly divid-ed into 4 groups:the sham operation group(Sham),the model group(AAC),the tadalafil new tablet treat-ment group(N-Tad,5 mg·kg-1),and the positive control drug treatment group(Cialis,10 mg·kg-1g).The AAC model group and treatment group rats under-went blunt dissection and constrictive ligation of the abdominal aorta at the left renal artery branch point during surgery,while the Sham group rats only had their arteries separated without any constrictive liga-tion.Rats in the treatment groups received either N-Tad or Cialis via gavage three days after modeling,while rats in the sham group and the model group re-ceived physiological saline daily for 8 weeks.Small an-imal ultra-high-resolution echocardiography and hemo-dynamic assessment were applied to evaluate left ven-tricular function in each group of rats,and the calcula-tion of the left ventricular mass index was conducted.By employing Western blot and RT-PCR.we assessed the impact of this treatment on the expression of the hy-pertrophy factor atrial natriuretic peptide(ANP),phosphorylated NF-κB p65 protein(p-NF-κB p65),and phosphorylated IκB-α in the left heart tissue of rats and in H9c2 cardiomyocytes.Results Compared to the Sham group,the AAC rats exhibited a significant decrease in left heart function,an increase in left ven-tricular mass index,and a notable increase in ANP and p-p65 expression in the left heart tissue(P＜0.05).Both N-Tad and Cialis treatments could significantly enhance left ventricular function,decrease left ventric-ular mass index,and inhibit the expression of ANP and phosphorylated NF-κB p65 in rats with myocardial hy-pertrophy(P＜0.05).Notably,the therapeutic effect of low-dose N-Tad was comparable to that of high-dose Cialis.At the cellular level,Tadalafil significantly in-hibited the activation of the NF-κB signaling pathway and reduced the expression of associated proteins in H9c2 cardiomyocytes.Conclusions N-Tad can sig-nificantly inhibit p65 and IκB-α phosphorylation,and the activation of the NF-κB signaling pathway,reduce ANP expression,and improve pathological myocardial hypertrophy,as well as mitigate left heart function damage caused by abdominal aortic constriction.

Aim To investigate the therapeutic effects of a newly developed Tadalafil tablets on pathological myocardial hypertrophy induced by abdominal aortic constriction(AAC)in rats,as well as its influence on the activation of the NF-κB signaling pathway in myo-cardial cells.Methods SD rats were randomly divid-ed into 4 groups:the sham operation group(Sham),the model group(AAC),the tadalafil new tablet treat-ment group(N-Tad,5 mg·kg-1),and the positive control drug treatment group(Cialis,10 mg·kg-1g).The AAC model group and treatment group rats under-went blunt dissection and constrictive ligation of the abdominal aorta at the left renal artery branch point during surgery,while the Sham group rats only had their arteries separated without any constrictive liga-tion.Rats in the treatment groups received either N-Tad or Cialis via gavage three days after modeling,while rats in the sham group and the model group re-ceived physiological saline daily for 8 weeks.Small an-imal ultra-high-resolution echocardiography and hemo-dynamic assessment were applied to evaluate left ven-tricular function in each group of rats,and the calcula-tion of the left ventricular mass index was conducted.By employing Western blot and RT-PCR.we assessed the impact of this treatment on the expression of the hy-pertrophy factor atrial natriuretic peptide(ANP),phosphorylated NF-κB p65 protein(p-NF-κB p65),and phosphorylated IκB-α in the left heart tissue of rats and in H9c2 cardiomyocytes.Results Compared to the Sham group,the AAC rats exhibited a significant decrease in left heart function,an increase in left ven-tricular mass index,and a notable increase in ANP and p-p65 expression in the left heart tissue(P＜0.05).Both N-Tad and Cialis treatments could significantly enhance left ventricular function,decrease left ventric-ular mass index,and inhibit the expression of ANP and phosphorylated NF-κB p65 in rats with myocardial hy-pertrophy(P＜0.05).Notably,the therapeutic effect of low-dose N-Tad was comparable to that of high-dose Cialis.At the cellular level,Tadalafil significantly in-hibited the activation of the NF-κB signaling pathway and reduced the expression of associated proteins in H9c2 cardiomyocytes.Conclusions N-Tad can sig-nificantly inhibit p65 and IκB-α phosphorylation,and the activation of the NF-κB signaling pathway,reduce ANP expression,and improve pathological myocardial hypertrophy,as well as mitigate left heart function damage caused by abdominal aortic constriction.

On 25th September 2021, a patient was admitted in the Department of Hand Microsurgery, Chongqing Great Wall Orthopaedic Hospital with an infectious proximal tibia defect and soft tissue defect after the resection of a giant cell tumour of tendon sheath (GCTTS). After relevant examinations, it was found that there was a large bone defect at proximal medial tibia, with an extremely thin of medial tibial plateau. Size of bone defect was 8.0 cm×3.5 cm×3.0 cm, and soft tissue defect was 6.0 cm×8.0 cm. A phased surgery was planned: firstly, the internal fixation was removed with thorough debridement and then the cavity was filled by antibiotic bone cement for control of the infection; In the phase-Ⅱ surgery, a series of anterolateral thigh myocutaneous flap (the volume of the muscle flap was 6.0 cm×2.5 cm×2.0 cm, and the size of flap was 4.0 cm×9.0 cm) and an iliac bone flap were used and the cavity of medial proximal tibia was filled with calcium sulphate and anterolateral thigh muscle graft. A piece of iliac bone graft was transferred to support the tibial plateau, and the wound was covered by flap (the volume of the iliac bone fragment was 12.0 cm×5.0 cm×2.0 cm, and the size of flap was 4.0 cm×9.0 cm). At 3 years of postoperative follow-up, the fracture healed well, the cavity at medial proximal tibia was significantly reduced. Appearance of flaps was good with restored protective sensation. Function of the affected knee was close to normal with a score of 94 according to Lysholm Knee Scale.

On 25th September 2021, a patient was admitted in the Department of Hand Microsurgery, Chongqing Great Wall Orthopaedic Hospital with an infectious proximal tibia defect and soft tissue defect after the resection of a giant cell tumour of tendon sheath (GCTTS). After relevant examinations, it was found that there was a large bone defect at proximal medial tibia, with an extremely thin of medial tibial plateau. Size of bone defect was 8.0 cm×3.5 cm×3.0 cm, and soft tissue defect was 6.0 cm×8.0 cm. A phased surgery was planned: firstly, the internal fixation was removed with thorough debridement and then the cavity was filled by antibiotic bone cement for control of the infection; In the phase-Ⅱ surgery, a series of anterolateral thigh myocutaneous flap (the volume of the muscle flap was 6.0 cm×2.5 cm×2.0 cm, and the size of flap was 4.0 cm×9.0 cm) and an iliac bone flap were used and the cavity of medial proximal tibia was filled with calcium sulphate and anterolateral thigh muscle graft. A piece of iliac bone graft was transferred to support the tibial plateau, and the wound was covered by flap (the volume of the iliac bone fragment was 12.0 cm×5.0 cm×2.0 cm, and the size of flap was 4.0 cm×9.0 cm). At 3 years of postoperative follow-up, the fracture healed well, the cavity at medial proximal tibia was significantly reduced. Appearance of flaps was good with restored protective sensation. Function of the affected knee was close to normal with a score of 94 according to Lysholm Knee Scale.

Objective To explore the correlation of MPV,NLR,PT,APTT and FIB with early pro-gression of ACI in patients with BAD.Methods A total of 303 ACI patients with BAD admitted in our department of neurology from October 2021 to September 2023 were consecutively recrui-ted,and according to their progression within 7 d of onset,they were divided into progression group(89 cases)and un-progression group(214 cases).The general clinical data,blood routine re-lated indicators(MPV,NLR)and coagulation related indicators(PT,APTT,FIB)were compared between the two groups.Multivariate logistic regression analysis was applied to identify the rela-tionship of above indicators with early progression of ACI in BAD patients.ROC curve was plot-ted to analyze the predictive value of the indictors for disease progression in these patients.Results The progression group had significantly advanced age,larger proportions of diabetes,hyperlipi-demia and stroke history,and increased levels of uric acid,LDL-C,homocysteine,MPV,platelet distribution width,NLR,D-dimer and FIB,and shorter TT,PT and APTT when compared with the un-progressed group(P＜0.05,P＜0.01).Multivariate logistic regression analysis showed that MPV,NLR,PT,APTT,and FIB were all independent influencing factors for early disease pro-gression of ACI in patients with BAD(P＜0.05,P＜0.01).ROC curve indicated that the AUC value of combined MPV,NLR,PT,APTT and FIB in detecting early disease progression was 0.859(95％CI:0.813-0.905).Conclusion Blood routine(MPV,NLR)and coagulation related indicators(PT,APTT,FIB)are closely associated with the early disease progression of ACI in BAD patients,and these indicators are of high value in predicting the early disease progression.

Objective To investigate the differences in clinical characteristics among children on prolonged mechanical ventilation(PMV)due to different primary diseases.Methods A retrospective analysis was performed on the clinical data of 59 pediatric patients requiring PMV from July 2017 to September 2022.According to the primary disease,they were divided into respiratory disease(RD)group,central nervous system(CNS)group,neuromuscular disease(NMD)group,and other disease group.The four groups were compared in terms of general information,treatment,and outcome.Results There were significant differences among the four groups in age,body weight,Pediatric Logistic Organ Dysfunction-2(PELOD-2)score,Pediatric Risk of Mortality Ⅲ(PRISM Ⅲ)score,analgesic and sedative treatment,nutrition supply,rehabilitation treatment,tracheotomy,successful ventilator weaning,and outcomes(P＜0.05).Compared with the RD group,the CNS group and the other disease group had a significantly higher age and a significantly higher proportion of children receiving rehabilitation treatment,and the CNS group had a significantly higher proportion of children receiving tracheotomy(P＜0.008).Compared with the other disease group,the CNS group and the NMD group had significantly lower PELOD-2 and PRISM Ⅲ scores,and the CNS group had a significantly higher proportion of children with successful ventilator weaning and a significantly higher proportion of children who were improved and discharged(P＜0.008).Conclusions There are differences in clinical characteristics among children receiving PMV due to different etiologies.Most children in the RD group have a younger age,and children in the CNS group have a relatively good prognosis.

Objective:To investigate the clinical effects of free dorsal interosseous artery perforator flaps in repairing multi-finger skin and soft tissue defects.Methods:The study was a retrospective observational study. From April 2020 to June 2022, 7 patients with multi-finger skin and soft tissue defects were admitted to the Department of Hand Microsurgery of the Chongqing Great Wall Orthopaedic Hospital, including 4 males and 3 females, aged 27 to 54 years. A total of 18 fingers were injured in 7 patients, of which 4 fingers were involved in 1 case, 3 fingers were involved in 2 cases, and 2 fingers were involved in 4 cases. The area of skin and soft tissue defects after stage Ⅰ debridement ranged from 3.0 cm×2.0 cm to 7.5 cm×3.0 cm. All the patients underwent stage Ⅰ debridement, stage Ⅱ interosseous dorsal artery perforator flap transplantation to repair the wound, and stage Ⅲ flap pedicle division and finger-split. The incision area of the flap was 4.0 cm×2.5 cm to 10.5 cm×3.5 cm. The interosseous dorsal artery was anastomosed with the proper digital artery by end to end, and the concomitant veins of 2 interosseous dorsal arteries were anastomosed with 2 superficial subcutaneous veins of the fingers by end to end. The donor area was treated by subcutaneous suture after full reduction of tension. The survival of flap after stage Ⅲ was observed. Follow-up was conducted once every 3 months after the stage Ⅲ operation to observe the appearance, texture, sensation of the operative areas in fingers, the range of motion of the finger joint, and the wound healing of the donor area. At the last follow-up, the function of fingers was assessed according to the trial standard of upper limb partial function assessment of the Hand Surgery Society of Chinese Medical Association.Results:All the flaps in 7 patients survived after stage Ⅲ operation. During follow-up of 6 to 36 months after stage Ⅲ operation, only 3 patients with bloated flap underwent the flap volume reduction operation in 3 months and later, and the finger appearance in the other patients recovered well. Only linear scar remained in the donor areas of 6 patients; 1 patient had scar hyperplasia in the donor area, which was significantly improved after laser treatment. At the last follow-up, the finger function was evaluated as excellent in 5 cases and good in 2 cases.Conclusions:The flaps pedicled with multiple interosseous dorsal artery perforators were used to repair multi-finger skin and soft tissue defects, and only one set of blood vessel needs to be anastomosed during the operation without damaging the main vessels, which reduces the incidence of postoperative vascular crisis. Besides, the procedure of finger-splitting operation is simple and the appearance and function in the donor and recipient areas are good. This method is worthy of clinical promotion.

Humans ; Multiple Myeloma ; Nasal Cavity