Treatment-Specific Clinical and Urinary Biomarker Signatures Associated With Response to Intravesical Botulinum Toxin A and Platelet-Rich Plasma in Bladder Pain Syndrome.
Abstract
[PURPOSE] To estimate response to intravesical onabotulinumtoxinA (BoNT-A) injection and platelet-rich plasma (PRP) therapy in females with bladder pain syndrome (BPS) without Hunner lesions, we developed and internally validated treatment-specific predictive models integrating clinical characteristics, bladder functional parameters, and urinary biomarkers.
[MATERIALS AND METHODS] Females with BPS who underwent intravesical BoNT-A injection or PRP therapy were retrospectively analyzed. A total of 273 female patients were included in the final analysis. Multivariable logistic regression models were constructed to predict treatment response, defined as a Global Response Assessment score ≥ 2. Model discrimination was assessed using the area under the receiver operating characteristic (ROC) curve. For interpretability, nomogram visualizations and a conceptual framework are provided in the Supporting Information.
[RESULTS] The BoNT-A model demonstrated acceptable discrimination (area under the ROC curve: 0.789), whereas the PRP model showed superior discriminatory performance (area under the ROC curve: 0.895). Distinct clinical features and biomarker patterns contributed to each treatment-specific model, suggesting differential underlying mechanisms. Internal validation revealed higher observed response rates when the administered therapy matched the model-predicted higher probability of response, supporting internal model concordance.
[CONCLUSIONS] Treatment-specific models combining clinical, urodynamic, and urinary biomarker data provide mechanistic insight into heterogeneous response profiles to BoNT-A and PRP in females with BPS. While these models may inform future phenotype-guided research and prospective validation, external validation is required before broader clinical implementation.
[MATERIALS AND METHODS] Females with BPS who underwent intravesical BoNT-A injection or PRP therapy were retrospectively analyzed. A total of 273 female patients were included in the final analysis. Multivariable logistic regression models were constructed to predict treatment response, defined as a Global Response Assessment score ≥ 2. Model discrimination was assessed using the area under the receiver operating characteristic (ROC) curve. For interpretability, nomogram visualizations and a conceptual framework are provided in the Supporting Information.
[RESULTS] The BoNT-A model demonstrated acceptable discrimination (area under the ROC curve: 0.789), whereas the PRP model showed superior discriminatory performance (area under the ROC curve: 0.895). Distinct clinical features and biomarker patterns contributed to each treatment-specific model, suggesting differential underlying mechanisms. Internal validation revealed higher observed response rates when the administered therapy matched the model-predicted higher probability of response, supporting internal model concordance.
[CONCLUSIONS] Treatment-specific models combining clinical, urodynamic, and urinary biomarker data provide mechanistic insight into heterogeneous response profiles to BoNT-A and PRP in females with BPS. While these models may inform future phenotype-guided research and prospective validation, external validation is required before broader clinical implementation.
추출된 의학 개체 (NER)
| 유형 | 영어 표현 | 한국어 / 풀이 | UMLS CUI | 출처 | 등장 |
|---|---|---|---|---|---|
| 시술 | botulinum toxin
|
보툴리눔독소 주사 | dict | 1 | |
| 해부 | Platelet-Rich Plasma
|
scispacy | 1 | ||
| 해부 | Bladder
|
scispacy | 1 | ||
| 약물 | Platelet-Rich
|
C0370220
Platelet rich plasma
|
scispacy | 1 | |
| 약물 | BPS
→ bladder pain syndrome
|
C0282488
Interstitial Cystitis
|
scispacy | 1 | |
| 약물 | PRP
→ platelet-rich plasma
|
C0370220
Platelet rich plasma
|
scispacy | 1 | |
| 약물 | Urinary
|
scispacy | 1 | ||
| 약물 | [PURPOSE]
|
scispacy | 1 | ||
| 약물 | onabotulinumtoxinA
|
scispacy | 1 | ||
| 약물 | BoNT-A
|
scispacy | 1 | ||
| 약물 | [CONCLUSIONS]
|
scispacy | 1 | ||
| 질환 | Bladder Pain
|
C0232849
Bladder pain
|
scispacy | 1 | |
| 질환 | Hunner lesions
|
scispacy | 1 | ||
| 질환 | nomogram
|
scispacy | 1 | ||
| 기타 | BoNT-A
|
scispacy | 1 | ||
| 기타 | PRP
→ platelet-rich plasma
|
scispacy | 1 | ||
| 기타 | BPS
→ bladder pain syndrome
|
scispacy | 1 | ||
| 기타 | patients
|
scispacy | 1 |
MeSH Terms
Humans; Female; Botulinum Toxins, Type A; Middle Aged; Platelet-Rich Plasma; Biomarkers; Cystitis, Interstitial; Retrospective Studies; Administration, Intravesical; Adult; Treatment Outcome; Aged; Neuromuscular Agents
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