Clinical characteristics and nomogram model for predicting the risk of recurrence of complicated urinary tract infection in pediatric patients

被引:0
|
作者
Jiang, Jing [1 ,2 ]
Chen, Xiu-Ying [1 ,2 ]
Guo, Hui [1 ,2 ]
机构
[1] Sichuan Univ, West China Univ Hosp 2, Dept Pediat, Renmin South Rd Sect Three 17, Chengdu 610041, Sichuan, Peoples R China
[2] Children Sichuan Univ, Key Lab Birth Defects & Related Dis Women & Childr, Minist Educ, Chengdu 610041, Sichuan, Peoples R China
来源
SCIENTIFIC REPORTS | 2024年 / 14卷 / 01期
关键词
Complicated urinary tract infection; Clinical characteristics; Nomogram; Recurrence; Pediatric; VESICOURETERAL REFLUX; PRACTICAL GUIDE; CHILDREN; ASSOCIATION; MANAGEMENT; ABNORMALITIES; DIAGNOSIS; UTI;
D O I
10.1038/s41598-024-76901-0
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Complicated urinary tract infection (cUTI) has higher incidences of antibiotic resistance, recurrence, chronicity, and progression. There exist differences in the immune functions, anatomical structures and physiological functions of urinary tract system between children and adults. In addition, the immature stage of hygiene habit development and the inability to express discomfort accurately all contribute to cUTI recurrence in pediatric patients. cUTI recurrence in children can lead to serious consequences such as growth and development delay, renal scars, and progression to end-stage kidney diseases. Despite the high incidence of cUTI recurrence, no predictive model currently exists to guide targeted intervention in pediatric patients. This study aimed to establish a nomogram to predict the risk of cUTI recurrence in children, thereby facilitating targeted prevention and treatment strategies in pediatric patients. The nomogram was developed based on a retrospective cohort that included 421 pediatric patients with cUTI at West China Second University Hospital from January 2020 to August 2023. The patients were randomly divided into a training set and a validation set in a 3:1 ratio. Logistic regression analysis was used to identify risk factors and construct the nomogram for predicting the risk of cUTI recurrence, followed by validation and performance analysis. Of the 421 children with cUTI, the recurrence rate of cUTI was 68.4% (288 cases) during an average follow-up duration of 22.9 months. The nomogram comprised female gender, history of urinary tract surgery, Escherichia coli in urine culture, renal dysfunction, and vesicoureteral reflux as predictors of cUTI recurrence in pediatric patients. The model showed favorable performance with C-index values of 0.735 and 0.750 in the training dataset and the validation dataset, respectively. The decision curve analysis revealed that the nomogram might be clinically useful. The reliable nomogram would be beneficial for clinicians to identify children with high risks of cUTI recurrence for targeted intervention.
引用
收藏
页数:11
相关论文
共 50 条
  • [41] Linking Process Measures to Outcome for Patients With Complicated Urinary Tract Infection: It's Complicated
    Marwick, Charis A.
    Nathwani, Dilip
    CLINICAL INFECTIOUS DISEASES, 2014, 58 (02) : 170 - 172
  • [42] THERAPEUTIC EXPERIENCE WITH CEFOTAXIME FOR PATIENTS WITH COMPLICATED URINARY-TRACT INFECTION
    ADACHI, B
    MATSUYA, F
    MINAMI, Y
    WATANABE, Y
    HARA, T
    SHINDO, K
    KONDO, A
    CHEMOTHERAPY-TOKYO, 1980, 28 : 823 - 828
  • [43] CLINICAL UTILITY OF POLYMERASE CHAIN REACTION IN EVALUATION OF PATIENTS WITH SYMPTOMATIC RECURRENT AND/OR COMPLICATED URINARY TRACT INFECTION
    Kapoor, Deepak
    Holton, Mara
    Hafron, Jason
    Aljundi, Rima
    Zwaans, Bernadette
    Hollander, Mitchell
    JOURNAL OF UROLOGY, 2023, 209 : E1179 - E1180
  • [44] FLEROXACIN VERSUS OFLOXACIN IN PATIENTS WITH COMPLICATED URINARY-TRACT INFECTION - A CONTROLLED CLINICAL-STUDY
    NABER, KG
    SIGL, G
    AMERICAN JOURNAL OF MEDICINE, 1993, 94 : 114 - 117
  • [45] A Fuzzy Model to Predict Risk of Urinary Tract Infection
    Ibrisimovic, Monia Avdic
    Karli, Gunay
    Balkaya, Hasan Emin
    Ibrisimovic, Mirza
    Hukic, Mirsada
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON MEDICAL AND BIOLOGICAL ENGINEERING 2017 (CMBEBIH 2017), 2017, 62 : 289 - 293
  • [46] Pathogenic characteristics of elderly patients with urinary tract infection
    张晓玉
    China Medical Abstracts(Internal Medicine), 2024, 41 (02) : 83
  • [47] Heterogeneity of Recent Phase 3 Complicated Urinary Tract Infection Clinical Trials
    Portsmouth, Simon
    Bass, Almasa
    Echols, Roger
    Tillotson, Glenn
    OPEN FORUM INFECTIOUS DISEASES, 2021, 8 (03):
  • [48] Nomogram Model for Predicting the Risk of Multidrug-Resistant Bacteria Infection in Diabetic Foot Patients
    Ma, Yi-ni
    Zhang, Li-xiang
    Hu, Yuan-yuan
    Shi, Tian-lu
    INFECTION AND DRUG RESISTANCE, 2021, 14 : 627 - 637
  • [49] Lack of Clinical Utility of Urine Gram Stain for Suspected Urinary Tract Infection in Pediatric Patients
    Cantey, Joseph B.
    Gaviria-Agudelo, Claudia
    TeKippe, Erin McElvania
    Doern, Christopher D.
    JOURNAL OF CLINICAL MICROBIOLOGY, 2015, 53 (04) : 1282 - 1285
  • [50] Sepsis risk in diabetic patients with urinary tract infection
    Wang, Sipei
    Zhao, Sheng
    Jin, Shanshan
    Ye, Tinghua
    Xinling, Pan
    PLOS ONE, 2024, 19 (05):