Analysis of Risk Factors and Construction of a Prediction Model for Preoperative Concurrent Pathogenic Pyuria in Patients With Ureteral Calculi - Scorecard - MDSpire

Analysis of Risk Factors and Construction of a Prediction Model for Preoperative Concurrent Pathogenic Pyuria in Patients With Ureteral Calculi

  • By

  • Hengjiang Wu

  • Wei Zheng

  • Huayu Bao

  • Yuandi Fu

  • Chunhua Lin

  • Zhiguang Liao

  • Yijun Ye

  • Mengzhao Wei

  • Yu Zhang

  • December 11, 2025

  • 0 min

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Clinical Scorecard: Evaluation of Risk Determinants and Development of a Predictive Model for Preoperative Pathogenic Pyuria in Individuals with Ureteral Stones

At a Glance

CategoryDetail
ConditionPreoperative pyuria and pathogenic pyuria in patients with ureteral calculi (UC)
Key MechanismsPyuria indicates urinary tract inflammation; pathogenic pyuria reflects concurrent urinary tract infection requiring anti-infective treatment
Target PopulationPatients diagnosed with ureteral calculi undergoing preoperative evaluation
Care SettingPreoperative clinical assessment in hospital or surgical care settings

Key Highlights

  • Female gender, bilateral ureteral calculi, stone size, and hydronephrosis size are independent risk factors for preoperative pyuria in UC patients.
  • Female gender, comorbid diabetes mellitus, and hydronephrosis size > 40 mm are independent risk factors for preoperative concurrent pathogenic pyuria.
  • A predictive model combining these risk factors with urinary white blood cells > 60/HPF shows good accuracy (AUC 0.764) for identifying pathogenic pyuria preoperatively.

Guideline-Based Recommendations

Diagnosis

  • Use urinalysis to rapidly detect preoperative pyuria in UC patients.
  • Confirm pathogenic infection with urine culture despite its delayed results.

Management

  • Implement early preoperative anti-infective therapy in patients identified at high risk for pathogenic pyuria to reduce postoperative complications.
  • Delay surgery until urine cultures are negative in confirmed infections.

Monitoring & Follow-up

  • Monitor urinary white blood cell counts and hydronephrosis size as part of risk assessment.
  • Perform repeated urine cultures to confirm eradication of infection before surgery.

Risks

  • Uncontrolled urinary tract infection is a contraindication to UC surgery due to risk of urosepsis and septic shock.
  • Delayed identification of pathogenic pyuria prolongs perioperative period and increases economic burden.

Patient & Prescribing Data

Patients with ureteral calculi presenting with pyuria preoperatively

Early identification of pathogenic pyuria allows timely initiation of antibiotics, improving prognosis and reducing postoperative infectious complications.

Clinical Best Practices

  • Assess risk factors including female gender, diabetes mellitus, bilateral stones, stone size, and hydronephrosis size during preoperative evaluation.
  • Utilize the predictive model incorporating these factors plus urinary WBC count > 60/HPF to stratify patients' risk for pathogenic pyuria.
  • Start empirical anti-infective treatment early in high-risk patients while awaiting urine culture results.
  • Avoid proceeding with surgery in patients with uncontrolled urinary tract infections to prevent severe complications.

References

Original Source(s)

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