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
  • [21] Prenatal complicated duplex collecting system and ureterocele-Important risk factors for urinary tract infection
    Visuri, Sofia
    Jahnukainen, Timo
    Taskinen, Seppo
    JOURNAL OF PEDIATRIC SURGERY, 2018, 53 (04) : 813 - 817
  • [22] Risk of urinary tract infection symptoms recurrence in women: A prospective observational study
    Chen, Yi-Sheng
    Yang, Stephen
    Yang, Chun-Chun
    Chang, Shang-Jen
    TZU CHI MEDICAL JOURNAL, 2022, 34 (01): : 69 - 74
  • [23] Complicated urinary tract infection in patients with benign prostatic hyperplasia
    Choi, Jin Bong
    Min, Seung Ki
    JOURNAL OF INFECTION AND CHEMOTHERAPY, 2021, 27 (09) : 1284 - 1287
  • [24] Reduced urinary excretion of neutrophil gelatinase-associated lipocalin as a risk factor for recurrence of febrile urinary tract infection in children
    Yamanouchi, Sohsaku
    Kimata, Takahisa
    Akagawa, Yuko
    Akagawa, Shohei
    Kino, Jiro
    Tsuji, Shoji
    Kaneko, Kazunari
    PEDIATRIC NEPHROLOGY, 2021, 36 (06) : 1473 - 1479
  • [25] The risk factors for recurrence of febrile urinary tract infection and renal scarring in children with functional urinary incontinence
    Cetin, Nuran
    Kavaz Tufan, Asli
    Tokar, Baran
    LUTS-LOWER URINARY TRACT SYMPTOMS, 2021, 13 (01) : 160 - 167
  • [26] Reduced urinary excretion of neutrophil gelatinase-associated lipocalin as a risk factor for recurrence of febrile urinary tract infection in children
    Sohsaku Yamanouchi
    Takahisa Kimata
    Yuko Akagawa
    Shohei Akagawa
    Jiro Kino
    Shoji Tsuji
    Kazunari Kaneko
    Pediatric Nephrology, 2021, 36 : 1473 - 1479
  • [27] Physiologically-Based Pharmacokinetic model for Ciprofloxacin in children with complicated Urinary Tract Infection
    Balbas-Martinez, Violeta
    Michelet, Robin
    Edginton, Andrea N.
    Meesters, Kevin
    Troconiz, Inaki F.
    Vermeulen, An
    EUROPEAN JOURNAL OF PHARMACEUTICAL SCIENCES, 2019, 128 : 171 - 179
  • [28] Risk Factors for Bacteremia and Its Clinical Impact on Complicated Community-Acquired Urinary Tract Infection
    Madrazo, Manuel
    Lopez-Cruz, Ian
    Piles, Laura
    Artero, Silvia
    Alberola, Juan
    Aguilera, Juan Alberto
    Eiros, Jose Maria
    Artero, Arturo
    Cobo, Fernando
    MICROORGANISMS, 2023, 11 (08)
  • [29] 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
  • [30] A critical review of recent clinical practice guidelines for pediatric urinary tract infection
    Chua, Michael
    Ming, Jessica
    Chang, Shang-Jen
    Dos Santos, Joana
    Mistry, Niraj
    Silangcruz, Jan Michael
    Bayley, Mark
    Koyle, Martin A.
    CUAJ-CANADIAN UROLOGICAL ASSOCIATION JOURNAL, 2018, 12 (04): : 112 - 118