3.Development and Validation of a Risk Prediction Model for Prolonged Hospitalization in Patients With Diabetic Foot Ulcers
Bingxue WANG ; Ting LIN ; Jing WU ; Hongping GONG ; Yan REN ; Panpan ZHA ; Lihong CHEN ; Guanjian LIU ; Dawei CHEN ; Chun WANG ; Xingwu RAN
Journal of Sichuan University (Medical Sciences) 2024;55(4):972-979
Objective To investigate the risk factors associated with prolonged hospitalization in patients diagnosed with diabetic foot ulcers(DFU),to develop a predictive model,and to conduct internal validation of the model.Methods The clinical data of DFU patients admitted to West China Hospital,Sichuan University between January 2012 and December 2022 were retrospectively collected.The subjects were randomly assigned to a training cohort and a validation cohort at a ratio of 7 to 3.Hospital stays longer than 75th percentile were defined as prolonged length-of-stay.A thorough analysis of the risk factors was conducted using the training cohort,which enabled the development of an accurate risk prediction model.To ensure robustness,the model was internally validated using the validation cohort.Results A total of 967 inpatients with DFU were included,among whom 245 patients were identified as having an extended length-of-stay.The training cohort consisted of 622 patients,while the validation cohort comprised 291 patients.Multivariate logistic regression analysis revealed that smoking history(odds ratio[OR]=1.67,95%confidence interval[CI],1.13 to 2.48,P=0.010),Wagner grade 3 or higher(OR=7.13,95%CI,3.68 to 13.83,P<0.001),midfoot ulcers(OR=1.99,95%CI,1.07 to 3.72,P=0.030),posterior foot ulcers(OR=3.68,95%CI,1.83 to 7.41,P<0.001),multisite ulcers(OR=2.91,95%CI,1.80 to 4.69,P<0.001),wound size≥3 cm2(OR=2.00,95%CI,1.28-3.11,P=0.002),and white blood cell count(OR=1.11,95%CI,1.05 to 1.18,P<0.001)were associated with an increased risk of prolonged length of stay.Additionally,a nomogram was constructed based on the identified risk factors.The areas under the receiver operating characteristic(ROC)curves for both the training cohort and the validation cohort were 0.782(95%CI,0.745 to 0.820)and 0.756(95%CI,0.694 to 0.818),respectively,indicating robust predictive performance.Furthermore,the calibration plot demonstrated optimal concordance between the predicted probabilities and the observed outcomes in both the training and the validation cohorts.Conclusion Smoking history,Wagner grade≥3,midfoot ulcers,posterior foot ulcers,multisite ulcers,ulcer area≥3 cm2,and elevated white blood cell count are identified as independent predictors of prolonged hospitalization.Therefore,it is imperative that clinicians conduct a comprehensive patient evaluation and implement appropriate diagnostic and therapeutic strategies to effectively shorten the length of stay for DFU patients.
4.Characteristics of Inflammatory Markers in Diabetic Foot Patients and Their Relationship With Prognosis of Diabetic Foot Ulcers
Jing WU ; Bista RAJU ; Panpan ZHA ; Hongping GONG ; Yan REN ; Zhenyi LI ; Lihong CHEN ; Guanjian LIU ; Dawei CHEN ; Chun WANG ; Xingwu RAN
Journal of Sichuan University (Medical Sciences) 2023;54(6):1233-1238
Objective To explore the characteristics of baseline inflammatory markers in diabetic foot patients and their relationship with the prognosis of diabetic foot ulcers.Methods The clinical data of diabetic foot patients(n=495)admitted to West China Hospital,Sichuan University since 2016 were retrospectively collected through the hospital electronic medical record system to analyze the characteristics of inflammatory markers and their relationship with the prognosis of diabetic foot ulcers.Results White blood cell count(WBC),erythrocyte sedimentation rate(ESR),C-reactive protein(CRP),procalcitonin(PCT),and interleukin-6(IL-6)levels were significantly higher in patients defined as grade 4 on the Wagner Scale than those in patients defined as grade 0-3 on the Wagner Scale.Neutrophil percentage(NE%)was higher in Wagner grade-4 patients than those in Wagner grade-0 and grade-1 patients and higher in Wagner grade-3 patients than those in Wagner grade-0 patients.NE%,CRP,PCT,and IL-6 levels were positively correlated with the severity of diabetic foot,with the respective odds ratio(OR)at 95%confidence interval(CI)being 1.038(1.019-1.056),1.019(1.012-1.026),8.225(2.015-33.576),and 1.017(1.008-1.025).Using Wagner grade-0 patients as the reference,patients with higher WBC were more likely to progress to Wagner grade 2,3,and 4,with the respective OR(95%CI)values being 1.260(1.096-1.447),1.188(1.041-1.356),and 1.301(1.137-1.490);patients with higher ESR were more likely to progress to Wagner grade 3 and 4,with the respective OR(95%CI)values being 1.030(1.006-1.054)and 1.045(1.019-1.071).Baseline ESR(P=0.008),CRP(P=0.039),and IL-6(P=0.033)levels were lower in patients who had received antibiotics prior to their admission than those in patients who had not received antibiotics before admission.The levels of WBC,NE%,ESR,PCT,and IL-6 were lower in the full recovery group than those in the group of patients who did not respond to treatment.The higher the levels of NE%and IL-6,the worse the prognosis of diabetic foot ulcers became,with the respective OR(95%CI)values being 1.030(1.010-1.051)and 1.008(1.002-1.013).Conclusion The severity of diabetic foot ulcers increased with the rise in baseline levels of inflammatory markers.Elevated baseline NE%and IL-6 levels suggest a poor prognosis.Our findings suggest that early assessment of diabetic foot infection and standardized antibiotic therapy should be implemented to improve the prognosis.
5.An interpretation of the Chinese guideline on the diagnosis and management of diabetic foot in 2017
Journal of Chinese Physician 2017;19(12):1765-1767
The China International Exchange and Promotion Association for Medical and Healthcare ( CPAM) , Diabetic foot branch, published the Guideline for the Diagnosis and Management of Diabetic Foot in July 2017, which provides recommendations for the screening of the patients at risk of diabetic foot, diag-nosis, treatment, and effective prevention of diabetic foot. In this article, we provided a professional inter-pretation and comment on the basis of the guideline as follows: ⑴ The prevention of diabetic foot should give priority to early recognition of the at-risk foot, especially early screening and treatment of diabetic pe-ripheral neuropathy and lower extremity arterial disease;⑵The treatment of diabetic foot ulcers should take multidisciplinary cooperative therapy, including off-loading, debridement, anti-infective therapy, and im-proving blood supplement if necessary;⑶ Ultimately, the goal of treatment is to prevent the cardiovascular and cerebrovascular events, and reduce amputation rate, disability rate and mortality.
6.Analysis on optimal protocol of lower extremity MR angiography in patients with diabetic foot
Hehan TANG ; Changxian LI ; Yuan YUAN ; Xingwu RAN
Chinese Journal of Radiology 2015;49(1):6-10
Objective To explore the optimal protocol of lower-extremity contrast-enhanced MRA (CE-MRA) in the evaluation of diabetic foot.Methods Twenty eight healthy volunteers were scanned by CE-MRA in crus twice with parellel imaging factor (PIF) of 3 or 4.The signal-to-noise ratio (SNR),contrast-to-noise ratio (CNR) and image quality of popliteal artery,posterior tibial artery,anterior tibial artery and peroneal artery were compared.Twenty patients with diabetic foot underwent CE-MRA by both of protocol 1 and 2 in leg,crus and foot.Protocol 1 was the traditional Care-bolus protocol and protocol 2 was the optimized K-space center filling delay-time protocol.The difference of two protocols in venous aliasing and in display of femoral artery,popliteal artery,posterior tibial artery,anterior tibial artery,peroneal artery,dorsalis pedis artery,medial plantar artery and lateral plantar artery were compared.The SNR,CNR of two different PIF sequences were compared by paired t test,and the display of artery of crus was compared by Wilcoxon.The display of vessels and venous aliasing of 2 protocols of diabetic foot patients were compared by Wilcoxon.Results In the images of healthy volunteers with PIF of 3,the SNR were 267±84,174±51,147±42;and the CNR were 232 ±83,139±51,108±39 at popliteal artery,posterior tibial artery and peroneal artery.However,in the images with PIF of 4,the SNR were 239±73,157±53,132±35;and CNR were 206±71,124±50,103±33,respectively.Both the SNR and CNR were higher in the former than in the latter(t values were 2.31 to 4.11,P<0.05).There was no significant difference in the vessel display between the different PIF volunteers (P>0.05).In the protocol 1 of patients with diabetic foot,the display of popliteal artery,posterior tibial artery,anterior tibial artery,peroneal artery,dorsalis pedis artery,medial plantar artery and lateral plantar artery,the venous aliasing in crus and foot were 3.40±0.82,2.70±0.80,2.50±1.00,2.20±0.77,2.30±0.92,2.15± 1.04,1.45±0.60,2.20± 1.01,2.20± 1.06.And in the protocol 2,they were 3.85±0.37,3.55± 0.69,3.30±0.92,2.90±0.79,3.30±0.92,3.25±0.79,1.95±1.10,3.70±0.47,3.65±0.49,respectively(P<0.05).All of these parameters of protocol 2 were superior to protocol 1.Conclusion Using a higher PIF properly,setting the personalized K-space center filling delay-time can contribute to improving the image quality of whole lower-extremity MRA in patients with diabetic foot.
7.Study of metabolic syndrome and insulin secretion function in first-degree relatives of type 2 diabetic patients in a large cohort study in Sichuan province of China.
Yuan GONG ; Yuanyuan LIU ; Jie SONG ; Yan REN ; Haoming TIAN ; Tao CHEN ; Xingwu RAN ; Hongling YU ; Xiangxun ZHANG ; Yang LONG
Journal of Biomedical Engineering 2010;27(5):1110-1114
This investigation was directed to the metabolic syndrome and the islet beta-cell secretory function in the first-degree relatives (FDR) of type 2 diabetic patients in Sichuan province. A large cohort study was designed. Totally 1929 subjects were investigated. They were in two groups: FDR group comprising 505 first-degree relatives of type 2 diabetic patients, and Control group comprising 1424 controls without positive family history of Diabetes. Blood pressure, weight, waist, plasma glucose, lipids and insulin were measured. HOMA-IR and HOMA-beta indexes were used to evaluate insulin resistance and beta-cell secretion function. The insulin sensitivity index (ISI) and glucose disposition index (DI) were also used to evaluate insulin resistance. After adjustment for age and sex, HOMA-IR increased, ISI, DI and HOMA-beta decreased in FDR group when compared with controls (P < 0.05). The incidence of co-existed three or more metabolic disorders and metabolic syndrome was higher in FDR group than that in control group (P < 0.05). In FDR group, HOMA-IR increased, HOMA-beta, DI and ISI decreased while the number of co-existing metabolic disorders increased. But when the number of co-existing metabolic disorders > or = 4, HOMA-IR increased no longer and ISI decreased no more. Metabolic disorders occurred more frequently in FDR of diabetic patients than those in individuals without positive family history. As the number of co-existing metabolic disorders increased, the beta-cell secretion function and insulin sensitivity became worse. Our study indicated that it is necessary to keep on monitoring the metabolic index in FDR of type 2 diabetes and provide early preventive interventions.
Adult
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China
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epidemiology
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Cohort Studies
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Diabetes Mellitus, Type 2
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genetics
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Female
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Glucose Tolerance Test
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Humans
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Insulin Resistance
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Islets of Langerhans
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physiopathology
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Male
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Metabolic Syndrome
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epidemiology
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genetics
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Middle Aged
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Surveys and Questionnaires
8.A prospective randomized controlled study on topical autologous platelet-rich plasma gel for the treatment of diabetic non-healing dermal ulcers
Yan WANG ; Chun WANG ; Liping HE ; Yanzhi YANG ; Lifang LU ; Guanjian LIU ; Xingwu RAN
Chinese Journal of Diabetes 2009;17(11):822-825,836
Objective To compare the safety and effectiveness between treatments with autologous platelet gel (APG) versus standard care for treating refractory diabetic dermal ulcers.Methods The 46 patients with proved nonhealing diabetic dermal ulcers were enrolled. Eligible for the study were patients with grade II/III ulcers according to Wagner, lasting for at least 2 weeks and with no signs of infection at recruitment.Patients were given their informed consent document and randomly assigned to two groups: standard care (ST, n=23) or standard care plus topic application of APG (APG, n=23) for twelve weeks.The treatment of blood glucose, blood pressure and lipids was optimized and the empiric antibiotic treatment was further adjusted according to the results of culture and sensitivity testing in all patients. APG treatment consisted of wound dressing with APG, followed by topical washing and cleaning. The APG was then covered with vaseline gauze for 72 hours, after which the ulcers were treated by standard care. Participants were seen thrice a week, twice a week, or at weekly intervals. Twelve weeks observation was set as the end point.Results The would of APG group were improved in 22 patients with ulcers healed completely and 1 case with would area reduced. In the ST group, 13 ulcers were healed, 6 worsened and 4 with would area reduced. The cumulative rate of ulcer healing was 95.7% in the APG group versus 56.5% in the ST group (P=0.002). The total effective rate in APG vs ST group was 100.0% vs 73.9% (P=0.009). By Kaplan-Meier analysis,the time-to-healing of ulcer and time-to-lutation of sinus were significantly different between two groups (log-rank, P=0.006, 0.000, respectively). No treatment-related adverse events were observed. Conclusions Treatment with APG in addition to standard care results in a significantly faster and better healing for a refractory diabetic dermal ulcer and does not raise any safety concerns. So APG treatment can be a valuable and effective aid in the management of diabetic foot ulcers.
9.Analysis of the clinical characteristics and therapeutic efficacy in 313 patients with diabetic foot
Nanbing YUAN ; Dafeng LIU ; Tingting YU ; Yan WANG ; Weiping WANG ; Chun WANG ; Xingwu RAN
Chinese Journal of Diabetes 2009;17(11):815-817
Objective To investigate the prevalence of diabetic foot(DF) in the hospitalized diabetic patients and analyze the clinical characteristics and therapeutic efficacy of patients with diabetic foot. Methods The 313 patients (180 males and 133 females) were divided into two groups:group A (1/1996-12/2003) and group B (1/2004-12/2006). Results 2.79% of the hospitalized diabetic patients had diabetic foot. The mean age and duration of diabetes were 66±10 years old and 9.33±6.52 years respectively, the mean duration of diabetic foot was 8.13±17.06 months and the average days in hospital was 29.62±28.36d. Many patients suffered from diabetic nephropathy, cataracts, retinopathy, neuropathy, vascular disease, hypertension, infection, and so on. The blood pressure and blood glucose were poorly controlled in many of the patients. Of all patients, 28.1% were completely healed, 40.6% were improved without amputation and 31.3% had not healed at the time of death or follow-up (including 9.3 % of them were amputated in leg and 6.2% were dead). But group B versus group A showed higher cure rates of DF (37.04 % vs 18.54 %). Conclusions The prevalence of DF in the hospitalized diabetic patients is gradually increased, most patients with DF accompany with one or multiple other complications. A multifactorial treatment by a multidisciplinary foot care team is a superior treatment strategy for improving prognosis of patients with DF.
10.A multi-center clinical study of the reference value of serum glycated albumin
Jian ZHOU ; Hong LI ; Wenying YANG ; Xingwu RAN ; Qiang LI ; Yongde PENG ; Yanbing LI ; Xin GAO ; Xiaojun LUAN ; Weiqing WANG ; Weiping JIA
Chinese Journal of Internal Medicine 2009;(6):469-472
Objective To set up the reference value of serum glyeated albumin (CA) in Chinese for using in clinical practice through a multi-center clinical trial. Methods Three hundred and eighty individuals with normal weight and normal glucose regulation, including 183 males and 197 females ranging from 20 to 69 years, were recruited from 10 hospitals in China. Serum GA levels were measured with liquid enzymatic method. Results (1) The GA level of the 380 subjects was (14. 5±1.9)%. When dividing these subjects by age into 3 subgroups, there was no difference in the GA levels among the 3 subgroups (P>0.05). Compared with the women, the men had higher GA level in the first subgroup aging from 20 to 39 (P =0.028). However, no significant difference was detected after adjusting with BMI as confounder.(2) When dividing those subjects by BMI into 3 subgroups, with BMI ranging from 18. 5-20. 9 kg/m2,21.0-22. 9 kg/m<'2>and 23.0-24. 9 kg/m<'2>respectively, we came to the following results: for men, there was no difference in the GA levels among the 3 subgroups (P>0.05), but for women, the GA level of the first subgroup was higher than that of the second subgroup (P =0.024). (3) The level of GA in the 2. 5th to 97.5th percentile was 10. 8%-17. 1%. (4) Sixty normal subjects were chosen to repeat evaluation of GA levels after 2-3 weeks and the GA levels were of no difference (P>0.05).Conclusion The normal range of serum GA for the Chinese population could be suggested at 11%-17%.

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