1.Construction of machine learning classification prediction model for vancomycin blood concentrations based on MIMIC-Ⅳ database
Xiaohui LIN ; Yujia WANG ; Lingling ZHANG ; Shuanglin XU
China Pharmacy 2025;36(19):2448-2453
OBJECTIVE To construct a classification prediction model for vancomycin blood concentration, and to optimize its precision dosing strategies. METHODS Patient records meeting inclusion criteria were extracted from the Medical Information Mart for Intensive Care database. Following data cleaning and preprocessing, a final cohort of 9 902 patient was analyzed. Feature selection was performed through correlation analysis and the Boruta feature selection algorithm. Vancomycin blood concentrations were discretized into three categories based on clinical therapeutic windows: low (<10 μg/mL), intermediate (10-20 μg/mL), and high (≥20 μg/mL). Six machine learning algorithms were employed to construct classification models: tabular prior-data fitted network (TabPFN), logistic regression (LR), random forest (RF), extreme gradient boosting (XGBoost), support vector machine (SVM), K-nearest neighbors (KNN). Model performance was evaluated using 10-fold cross-validation (10-CV), with primary metrics including: accuracy, balanced accuracy, precision macro, recall macro, macro F1, area under the receiver operating characteristic curve (OvR-AUC). Shapley Additive Explanations (SHAP) was adopted to analyze the direction and magnitude of the impact that different features had on the model’s predictive outcomes. RESULTS The results showed that the RF and TabPFN models performed the best (with accuracy of 0.741 4 and 0.737 7, and OvR-AUC of 0.907 0 and 0.895 8, respectively). XGBoost model exhibited moderate performance, while LR, SVM, and KNN models demonstrated relatively poor performance. Confusion matrix heatmap analysis revealed that both RF and TabPFN achieved higher accuracy in predicting high- concentration cases but exhibited slightly lower performance in the low and medium concentration categories. Bootstrap with 10-CV revealed that the RF model demonstrated stable performance across various evaluation metrics (accuracy: 0.741 4; balanced accuracy: 0.740 3; precision macro: 0.732 1; recall macro: 0.736 0; macro F1: 0.736 0; OvR-AUC: 0.907 0), indicating good classification performance and generalization ability. SHAP analysis revealed that creatinine, urea nitrogen, daily cumulative dose and administration frequency of vancomycin, which were key predictors, had a significant impact on the prediction results. CONCLUSIONS RF and TabPFN models demonstrate certain advantages in the classification prediction of vancomycin trough blood concentrations; however, their performance in the low to moderate concentration categories still requires improvement.
2.Posterior femoral perforator flap relay adjacent flap in reconstruction of recurrent sacrococcygeal pressure sores: a report of 13 cases
Jiangtao LIU ; Yiyong WANG ; Lingling ZHUANG ; Yifeng LIN ; Shurun HUANG
Chinese Journal of Microsurgery 2024;47(5):496-501
Objective:To explore the clinical effect of application of a posterior femoral perforator flap (PFPF) relayed an adjacent flap of recipient site in reconstruction of the recurrent pressure sores in sacrococcygeal region.Methods:Retrospective observation method was used in this study. From December 2019 to May 2023, 13 patients with recurrent pressure sores in sacrococcygeal region were admitted in the Department of Burns and Plastic Surgery of the 910th Hospital of Joint Service Support Unit of PLA. The patients were 8 males and 5 females who aged 42-69 years old. All the pressure sores were in Grade Ⅲ-Ⅳ. Eight patients had pressure sores for a second time and 5 for a third time. After preoperative preparations, the surgical treatment was planned in 2 stages. In the first stage, the pressure sores were thoroughly debrided, and the wounds after debridement were at 5.0 cm×6.0 cm-15.0 cm×9.0 cm in size. After debridement, the wounds were covered by VSD for 7 days. Flap reconstruction of the wounds of pressure sores were performed in the second stage surgery. According to the location and size of the wounds and the remaining normal skin tissue around the wounds, the adjacent flaps were taken to reconstruct the wounds of sacrococcygeal pressure sore. PFPFs were employed to reconstruct the donor site wounds left by the adjacent flap. The sizes of the adjacent flap were 6.0 cm×7.0 cm-16.0 cm×9.5 cm, and the PFPFs were 9.0 cm×8.0 cm-18.0 cm×10.0 cm in size. PFPF was rotated in a manner of propeller. The donor sites of PFPF were directly sutured. After surgery, survival of the adjacent flaps and PFPFs, the wound healing in the donor sites as well as the healing time were observed. The appearance, texture and recurrence of pressure sores of the flap reconstruction sites were observed at outpatient clinic, via WeChat reviews or telephone interviews up to January 2024.Results:Twenty-six flaps of 13 patients survived after surgery, inclusive of 1 patient with the adjacent flap partially split due to turn-over and transport of the patient after surgery, and healed after a re-suture under local anaesthesia. In addition, 1 patient had effusion under the adjacent flap and 1 patient had partial split under the PFPF, both of which healed after dressing changes, with an overall healing time of 16-30 days. Postoperative follow-ups lasted for 6-12 months. The flaps had good appearance, soft texture, no surface rupture and without the recurrence of a pressure sore.Conclusion:Treatment of recurrent pressure sores in sacrococcygeal region by reconstructive surgery with PFPF relaid adjacent flap can achieve the effects of closure of wound, high survival rate of flap and good wound healing. It does not require skin grafting for the donor site at posterior thigh and achieves a good and long-term therapeutic effects under the circumstance that only a small amount of normal skin tissue is left on the buttocks.
3.Analgesic effects and mechanisms of Hegu acupoint catgut embedding in a rat model of labor
Zijing ZHANG ; Minli HUANG ; Hongfei DAI ; Jiaxin LI ; Zuen LIN ; Feng SUN ; Ruiping PANG ; Lingling WU
Chinese Journal of Pathophysiology 2024;40(10):1943-1949
AIM:This study aimed to observe the analgesic effects of Hegu acupoint catgut embedding in a rat model of labor and investigate its influence on biomarkers such as calcitonin gene-related peptide(CGRP)signals at the Hegu acupoint.METHODS:Thirty-six pregnant rats were randomly divided into three groups:control group,Hegu acu-puncture group,and Hegu catgut embedding group.Pain threshold changes were assessed using the tail immersion test and paw withdrawal thermal latency at four time points:pre-induction,before the onset of labor,at the onset of labor,and at the mid-stage of labor.Tissue samples from the Hegu acupoint were collected at the mid-stage of labor to detect the ex-pression of CGRP,substance P(SP),and mast cells using immunofluorescence.The concentrations of ATP and ade-nosine were measured using ELISA.RESULTS:Before labor induction,there was no significant difference in tail immer-sion test and paw withdrawal thermal latency among the three groups(P>0.05).Before the onset of labor,both the acu-puncture and catgut embedding groups exhibited significantly higher tail-flick times and paw withdrawal latencies com-pared to the control group(P<0.05).At labor initiation and mid-labor,the catgut embedding group had significantly higher tail-flick times and paw withdrawal latencies compared to both the control and acupuncture groups(P<0.05).During mid-labor,the expression of CGRP,SP,mast cells,ATP,and adenosine concentrations in the catgut embedding group was significantly higher than that in the control and acupuncture groups(P<0.05),with co-expression of CGRP,SP,and mast cells observed.CONCLUSION:Hegu acupoint catgut embedding effectively alleviates labor pain,and its mechanism may involve increased local expression of CGRP and SP,promoting mast cell degranulation,and increasing ATP release and its conversion to adenosine.
4.Hypofractionated radiotherapy in 10 fractions following modified radical mastectomy for breast cancer: a phase Ⅱ study
Huayong JIANG ; Dawei ZHAO ; Yanrong LUO ; Lingling MENG ; Xiangkun DAI ; Wei YU ; Lin MA
Chinese Journal of Radiological Medicine and Protection 2024;44(11):931-935
Objective:To evaluate the safety and clinical efficacy of hypofractionated radiotherapy (HFRT) at 36.5 Gy in 10 fractions for the chest wall and reginal lymph nodes following modified radical mastectomy for breast cancer.Methods:This was a prospective, single-arm, phase Ⅱ clinical study. A total of 85 patients who received HFRT at 36.5 Gy in 10 fractions to the chest wall ± supraclavicular region following modified radical mastectomy for locally advanced breast cancer from March 2014 to December 2015 were included. The primary endpoint was radiotherapy toxicities. The secondary endpoints were locoregional failure-free survival (LRFFS), disease-free survival (DFS), and overall survival (OS).Results:The median follow-up period was 98 (94.0-109.0) months. Radiotherapy toxicities were mild. The incidence rates of grade 1 acute cutaneous and pulmonary toxicities were 52.9% and 40%, and those of grade 1 late cutaneous, pulmonary, and cardiac toxicities and upper extremity edema were 10.6%, 29.4%, 2.4%, and 21.2%, respectively. Only 1 (1.2%) patient suffered from grade 2 radiation-induced brachial plexus injury. Of the 85 patients, one patient had regional recurrence (supraclavicular lymph nodes), six patients had distant metastasis, and six patients died of breast cancer. The 9-year LRFFS, DFS, and OS were 97.7%, 91.8%, and 92.8%, respectively.Conclusions:HFRT at 36.5 Gy in 10 fractions following modified radical mastectomy for breast cancer is associated with mild toxicities. A phase Ⅲ study is necessary for validating HFRT's clinical efficacy.
5.Efficacy analysis of blood inflammation and liver function indexes in ICP diagnosis and delivery mode prediction
Yuanyan ZHANG ; Lingling ZHANG ; Lin KONG ; Yanting CHEN ; Qiyun HUANG ; Lichun TANG
Chongqing Medicine 2024;53(4):522-527
Objective To observe the changes of laboratory blood indexes in patients with intrahepatic cholestasis of pregnancy(ICP),and analyze the value of blood inflammation indexes and liver function indexes in the diagnosis of ICP and the prediction of delivery mode.Methods A total of 251 patients diagnosed with ICP in this hospital from January 2021 to December 2022 were selected as the ICP group,and another 200 healthy pregnant women were selected as the control group.The patients with ICP were further divided into the severe ICP group(n=47)and the mild ICP group(n=204),the vaginal delivery group(n=113)and the cesarean section group(n=138)according to the severity of ICP and delivery mode.Mann-Whitney U test was used for comparison of parameters between groups,and Spearman method was used for correlation analy-sis.Receiver operating characteristic(ROC)curves were used to evaluate the efficacy of laboratory indicators in diagnosing ICP and predicting delivery mode.Results Neutrophil/lymphocyte ratio(NLR)[6.01(4.45,8.37)vs.3.36(4.12,3.51)]and aspartate transaminase(AST)level[20.00(16.00,33.00)U/L vs.15.00(13.00,18.00)U/L]in the ICP group were significantly higher than those in the control group(P<0.05),and NLR in the severe ICP group was significantly higher than that in the mild ICP group[4.93(3.87,7.35)vs.4.14(3.12,5.17),P<0.05].Correlation analysis showed that NLR was positively correlated with AST level(r=0.279,P<0.001)and ICP severity(r=0.139,P=0.028)in patients with ICP.The area under ROC curve(AUC)of NLR combined with AST for ICP diagnosis was 0.882(95%CI:0.851-0.913).In ad-dition,cholinesterase(CHE)[6 020.00(5 499.50,6 703.50)U/L vs.5 341.50(4 651.75,6 259.25)U/L]and prealbumin(PA)[199.00(177.71,225.20)mg/Lvs.169.17(139.18,204.40)mg/L]levels in the va-ginal delivery group were significantly higher than those in the cesarean section group(P<0.05),and the AUC of CHE combined with PA for predicting vaginal delivery in ICP patients was 0.727(95%CI:0.664-0.789).Conclusion NLR and AST have potential value in the diagnosis of ICP,and CHE and PA have poten-tial value in predicting delivery mode of ICP patients.
6.Preparation of heparinized acellular vascular scaffold and hemocompatibility evaluation
Xiafei LI ; Lingling ZHAO ; Feng LIANG ; Xuewei ZHANG ; Jinjin ZHANG ; Fei LIN ; Tuo YANG ; Liang ZHAO
Chinese Journal of Tissue Engineering Research 2024;28(17):2631-2636
BACKGROUND:Acellular vascular scaffolds can mimic the microstructure and function of native blood vessels,but some extracellular matrix loss occurs during their preparation,which affects their hemocompatibility.Therefore,it is necessary to modify them to improve their hemocompatibility. OBJECTIVE:To assess the hemocompatibility of acellular vascular scaffold prepared by Triton-x100/heparin sodium treatment. METHODS:The abdominal aorta was taken from SD rats and randomly divided into control and experimental groups.The control group was treated with Triton-x100 for 48 hours.The experimental group was treated with Triton-x100 for 48 hours and then treated with heparin sodium.The morphology and hydrophilicity of the two groups of acellular vascular scaffolds were detected.The hemocompatibility of the two groups of acellular vascular scaffold was evaluated by recalcification coagulation time test,platelet adhesion test,dynamic coagulation time test,hemolysis test,and complement activation test. RESULTS AND CONCLUSION:(1)Scanning electron microscopy showed that the surface of the two groups of vascular scaffolds was relatively intact,and a large number of fiber filaments appeared on the surface of the scaffolds after decellularity treatment,and the surface microstructure changed significantly.The water contact angle of the two groups of vascular scaffolds was smaller than that of natural vessels(P<0.000 1).There was no significant difference in water contact angle between the two groups(P>0.05).(2)The coagulation time of vascular scaffold was longer in the experimental group than in the control group(P<0.05).The number of platelets attached to the scaffold membrane was less in the experimental group than that in the control group(P<0.000 1).The coagulation index was greater in the experimental group than that in the control group(P<0.01),and the complement level was lower in the experimental group than that in the control group(P<0.001).The hemolysis rate of the two groups was lower than 5%of the national standard.(3)To conclude,acellular scaffold treated with Triton-x100/heparin sodium has excellent hemocompatibility.
7.Relationship between polymorphism of resistin gene and metabolic associated fatty liver disease in type 2 diabetes mellitus patients in middle and high altitude areas
Beibei WANG ; Wei LUO ; Peiyun FAN ; Lingling ZHAO ; Yanping JIANG ; Zhuoma DAWA ; Lin ZHOU ; Yongli YAO
Chinese Journal of Diabetes 2024;32(1):23-28
Objective To investigate the relationship between polymorphism of resistin(RETN)gene and metabolic associated fatty liver disease(MAFLD)in type 2 diabetes mellitus(T2DM)patients in middle and high altitude areas.Methods A total of 400 patients with T2DM in Qinghai area were recruited and divided into simple T2DM group(T2DM,n=200)and T2DM combined with MAFLD group(T2DM+ MAFLD,n=200)according to liver ultrasonography.Healthy individuals confirmed by physical examination were selected as the normal control group(NC,n=180).Plasma resistin levels were measured by ELISA.The polymorphism of RETN-420C/G and +299G/A genes were detected by PCR sequencing.Results By comparing the polymorphism of RETN-420C/G gene in each group,it was found that the frequencies of G/G genotype and G allele frequency in T2DM+MAFLD group were higher than those in NC group and T2DM group(P<0.05),while the frequencies of C/C genotype and C allele frequency were lower than those in NC group and T2DM group(P<0.05).The risk of MAFLD increased by 1.571,2.126 and 1.537 times respectively in T2DM patients with C/G,G/G genotype and G allele.Logistic regression analysis showed that G/G genotype was a risk factor for MAFLD in T2DM patients.By comparing the polymorphism of RETN+299G/A gene in each group,it was found that A allele frequency in T2DM+MAFLD group was higher than that in NC group and T2DM group,while G allele frequency was lower than that in NC group and T2DM group(P<0.05).The allele A increased the risk of MAFLD in T2DM patients by 1.432 times compared to allele G.Conclusion RETN gene-420C/G locus G/G genotype increases the risk of T2DM combined with MAFLD in middle and high altitudeareas.
8.Effect of Yifei Sanjie Pills (益肺散结丸) Combined with Cisplatin on Plasma Exosomal miRNAs in Lewis Lung Cancer Tumor-derived Mice
Lingling SUN ; Xiangjun QI ; Yanlong LI ; Leihao HU ; Lizhu LIN
Journal of Traditional Chinese Medicine 2024;65(19):2032-2040
ObjectiveTo investigate the tumor inhibition effect and mechanism of Yifei Sanjie Pills (益肺散结丸, YSP) on lung cancer. MethodsLewis lung cancer tumor-derived mice were established and divided into four groups including model control group, cisplatin group, cisplatin + YSP low-dose group and cisplatin + YSP high-dose group, with 12 mice in each group. The corresponding interventions were given for 14 days. The tumor volume was measured on the 0th, 3rd, 7th, 10th and 14th days of administration to evaluate the tumor growth. The plasma and tumor tissue were collected on the 15th day. Plasma from the model group, the cisplatin group and the cisplatin+YSP high-dose group were selected, and plasma exosomes were extracted; the differences in miRNA expression among the groups were detected and analyzed by second-generation sequencing technology, and the potential mechanism of action of YSP was investigated by principal component analysis, biofunctional enrichment analysis and miRNA-target gene regulatory network analysis. Quantitative real-time PCR was used to detect the expression of miRNA-615-3p in tumor tissues, and the relationship between miRNA-615-3p and overall survival of lung cancer were analyzed using the Kaplan-Meier plotter (kmplot.com) database. ResultsCompared to that of the model control group, the tumor volume of the cisplatin group on day 10, and the cisplatin + YSP low- and high-dose groups on day 7, 10, and 14 were significantly reduced (P<0.05 or P<0.01). Compared to that of the cisplatin group, the tumor volume of the cisplatin + YSP low- and high-dose groups on day 10 and 14 was significantly reduced (P<0.05). The principal component analysis of miRNA expression profiles showed significant differences in miRNA expression between different intervention groups. There were 21 differentially expressed miRNAs between the model control group and the cisplatin group, 50 differentially expressed miRNAs between the model control group and the cisplatin+ YSP high-dose group, and 6 differentially expressed miRNAs between the cisplatin group and the cisplatin+ YSP high-dose group. Biological function enrichment analysis showed that the differentially expressed miRNAs were mainly involved in the regulation of signaling pathways related to cell growth, proliferation, differentiation, autophagy and other biological activities. The miRNA-target gene regulatory network showed the top 20 genes that were targeted, among which there were proven miRNAs and genes related to lung cancer, and miRNAs that needed further investigation. The expression of miRNA-615-3p in tumor tissues decreased significantly in the cisplatin group and cisplatin+YSP high-dose group compared to that of the model group(P<0.05 or P<0.01). The miRNA-615-3p was negatively correlated with the survival prognosis of lung cancer(P<0.05). ConclusionCisplatin combined with YSP can effectively inhibit the proliferation of Lewis lung cancer tumors, and the tumor-suppressive effect is related to the regulation of multiple miRNAs, especially the downregulation of miRNA-615-3p expression.
9.The concept of Health-Literate Schools and implications for China
TONG Yingge ; WEI Yeling ; QIAN Jinwei ; LI Yixuan ; LIN Ying ; WANG Miaoling ; LUO Lingling
Journal of Preventive Medicine 2024;36(3):264-267
Abstract
Enhancing the health literacy of the entire population is a prerequisite for improving the health of the entire population, and since the health attitudes and behaviors formed during childhood and adolescence have a profound impact on the health patterns of adulthood, the enhancement of health literacy of children and adolescents is of particular importance. As the main place for children and adolescents to receive education, schools should better fulfil the function of education and promotion of health literacy. China has been carrying out the pilot and promotion of health promoting schools (HPS) since 1995, and is currently in the stage of comprehensive improvement of HPS construction. This paper introduces the background and characteristics of Health-Literate Schools (HeLit-Schools) in foreign countries and compares them with HPS in China, drawing on the advantages of HeLit-Schools to provide a new idea and a new way of thinking for the construction of HPS in China and for the practice of the "Healthy China Initiative".
10.Epidermoid cyst in the right mandible:a case report and literature review
Yuhan LIN ; Shiqi LIN ; Lingling CHEN ; Tao WANG
Journal of Prevention and Treatment for Stomatological Diseases 2024;32(5):383-387
Objective To discuss the possible etiology,pathogenesis,clinical features,diagnosis and treatment of epidermoid cysts of the jaw and to provide a reference for clinical diagnosis and treatment.Methods A case of an epi-dermoid cyst in the right mandible with retained deciduous teeth and succedaneous impacted teeth was reviewed and an-alyzed in combination with the relevant literature.Results A patient presented with a mass in the right mandible that had persisted for 1 month after being found at imaging examination.Tooth 83 was retained,and tooth 43 was unerupted.Swelling was characterized by no obvious tenderness,fluctuation,or table tennis sensation and was observed in the lin-gual alveoli of teeth 83,44,and 45.Imaging revealed a low-density shadow in the apex of teeth 83,44,45,and 46,approximately 1.9 cm × 2.6 cm × 1.6 cm in size,which wrapped around the dental crown of tooth 43.Preliminary diag-noses were as follows:right mandibular mass thought to be a dentigerous cyst;impacted tooth 43;and retained primary tooth 83.The mass in the right mandible was removed,and teeth 43 and 83 were extracted under intravenous and inha-lation anesthesia.During the operation,the mass was observed to have a thin cyst wall and contained bean-like residue.Histopathological examination indicated an epidermoid cyst in the right mandible.At the 1-week follow-up examination,the patient reported no discomfort,and the surgical area showed good recovery.According to the literature,epidermoid cysts are benign cysts originating from ectopic ectodermal tissue that can occur throughout the body but rarely in the oral cavity and are even extremely rarer in the jaw.Epidermoid cysts of the jaw,which have no specific clinical manifes-tations,can be confused with odontogenic cysts such as dentigerous cysts and odontogenic tumors.Dental pulp tests and other techniques can serve as a reference for clinicians.The diagnosis is confirmed via histopathology.Surgical removal is a common treatment,with a good prognosis and a low recurrence rate.Conclusion The principle of treatment for an epidermoid cyst of the jaw is similar to that for a jaw cyst.The prognosis is good when the cyst is removed completely.


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