Clinical, Functional, and Therapeutic Characterization of Women With Urinary Incontinence and Analysis of Factors Associated With Treatment Response (XINE-IA)
Clinical, Functional, and Therapeutic Characterization of Women With Urinary Incontinence and Analysis of Factors Associated With Treatment Response: A Retrospective Observational Study in a Specialized Pelvic Floor Clinic
The goal of this observational retrospective study is to characterize women with urinary incontinence and to identify factors associated with their response to treatment using artificial intelligence models.
The main questions it aims to answer are:
What are the clinical, functional, and therapeutic characteristics of women with urinary incontinence? Which clinical, functional, and lifestyle factors are associated with response to treatment? Can artificial intelligence models identify patterns and factors associated with treatment response?
Researchers will analyze data from women with urinary incontinence collected during routine clinical care at a specialized pelvic floor clinic. The study will combine clinical information from medical records, measurements obtained from clinical assessment instruments, and daily-life data collected using wearable devices such as activity bracelets. Artificial intelligence and machine learning models will be applied to these data to characterize participants and identify factors associated with treatment response.
Descripción general del estudio
Estado
Estado
Condiciones
Condiciones
Intervención / Tratamiento
Intervención / Tratamiento
Tipo de estudio
Tipo de estudio
Inscripción (Estimado)
Inscripción
Contactos y Ubicaciones
Estudio Contacto
Estudio Contacto
- Nombre: Javier Pereira, computer science
- Número de teléfono: +34 881 01 55 21
- Correo electrónico: javier.pereira@udc.es
Ubicaciones de estudio
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La Coruña
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A Coruña, La Coruña, España, 15009
- Clínica Cobian
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Contacto:
- Fernando Cobian Sanchez, Ginecologist
- Número de teléfono: 981 14 29 29
- Correo electrónico: info@clinicacobian.es
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Criterios de participación
Criterio de elegibilidad
Criterio de elegibilidad
Edades elegibles para estudiar
Acepta Voluntarios Saludables
Géneros elegibles para el estudio
Método de muestreo
Población de estudio
Women aged 18 years or older with a diagnosis of urinary incontinence who receive routine care at the Clínica Cobián. Participants will provide clinical, functional, therapeutic, questionnaire, and daily-life data, including information collected through wearable devices, for the development and evaluation of an artificial intelligence-based clinical decision support model.
Descripción
Inclusion Criteria:
- Women aged 18 years or older.
- Diagnosis of urinary incontinence (stress, urgency, or mixed urinary incontinence).
- Patients attending the Clínica Cobián.
- Willingness to participate in follow-up and complete the required patient-reported outcome measures (PROMs).
Exclusion Criteria:
- Inability to provide informed consent.
- Severe diseases or clinical conditions that, in the investigator's judgment, may interfere with participation in the study or interpretation of the results.
Neurological Disorders (Causes of Neurogenic Bladder): Conditions affecting the central or peripheral nervous system can substantially alter bladder control; therefore, urinary incontinence may not be attributable to common mechanical or functional causes, such as stress or standard urgency incontinence.
Multiple sclerosis (MS). Advanced Parkinson's disease or parkinsonian syndromes. Traumatic or medical spinal cord injuries (paraplegia or tetraplegia). Recent stroke or stroke with severe cognitive or motor sequelae. Severe diabetic autonomic neuropathy associated with detrusor hypotonia or urinary retention.
Oncological Conditions and Previous Treatments: Pelvic cancer or its treatments may permanently alter pelvic anatomy and bladder tissue function.
Active urinary tract or gynecological cancer (bladder, prostate, urethra, uterus, or cervix).
History of pelvic radiotherapy. Current chemotherapy, due to systemic effects and potential bladder toxicity (such as cyclophosphamide).
Urological and Urogynecological Conditions: Local conditions that may confound the diagnosis of common urinary incontinence or require immediate surgical treatment.
Severe pelvic organ prolapse (POP), stages III or IV according to the POP-Q classification, as it may cause obstruction or overflow incontinence.
Urogenital fistulas (vesicovaginal or urethrovaginal), in which urine leakage is anatomical and continuous.
Urethral diverticula or severe urethral stenosis. Active bladder stones or untreated low-compliance bladder.
Severe or Unstable Systemic Diseases: Conditions that may pose a risk to the participant's health or adherence to the study, or that may produce symptoms that could be confused with urinary incontinence.
Decompensated congestive heart failure (CHF), which may cause marked nocturnal polyuria and edema, interfering with voiding diaries and assessment of nocturia.
Advanced chronic kidney disease (estimated glomerular filtration rate [eGFR] <30 mL/min/1.73 m² or requiring dialysis).
Uncontrolled diabetes mellitus (HbA1c >8.5% or 9%), due to osmotic polyuria that may mask actual urinary frequency and urgency.
Severe psychiatric disorders or moderate-to-severe cognitive impairment (e.g., Alzheimer's disease) that may prevent valid informed consent or accurate completion of assessment tools, including voiding diaries and quality-of-life questionnaires.
Recent Pelvic Surgery
Recent urogynecological or prostate surgery (generally within 6 or 12 months before screening), such as radical prostatectomy, total hysterectomy, or placement of pelvic mesh or slings, as the tissue may still be undergoing healing and remodeling.
Conditions that may make adequate follow-up by the investigators difficult. Patients who have given birth within one year before study initiation, in order to avoid the influence of recent postpartum changes on pelvic floor musculature and urinary incontinence symptoms.
Patients who underwent prepartum treatment within one year before study initiation.
Concurrent participation in other clinical studies that may interfere with the objectives of the present study.
Withdrawal Criteria
Voluntary withdrawal of informed consent at any time, without the need to provide a reason.
Failure to comply with study procedures to an extent that prevents adequate data collection.
Occurrence of clinical or personal circumstances that, in the investigator's judgment, warrant withdrawal for safety or feasibility reasons.
Decision by the principal investigator for justified reasons related to study conduct.
Plan de estudios
¿Cómo está diseñado el estudio?
Detalles de diseño
- Modelos observacionales: COHORT
- Perspectivas temporales: PROSPECTIVE
Número de grupos/cohortes
Cohortes e Intervenciones
Grupo / CohorteGrupo / Cohorte |
Intervención / TratamientoIntervención / Tratamiento |
|---|---|
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Women with urinary incontinence
Women with urinary incontinence whose clinical, functional, therapeutic, and daily-life data are analyzed retrospectively. Data include information from medical records, clinical assessment instruments, and wearable devices such as activity bracelets. Artificial intelligence and machine learning models will be applied to these data to identify factors associated with treatment response. |
Development and evaluation of an artificial intelligence-based clinical decision support model for women with urinary incontinence. The model will integrate clinical data obtained during routine care, measurements from clinical assessment instruments, patient-reported information from questionnaires, and daily-life data collected through wearable devices. The model is intended to identify patterns and factors associated with treatment response and to provide information that may support clinicians in the assessment and management of women with urinary incontinence. The study does not assign or modify the treatment received by participants, which is provided as part of routine clinical care. |
¿Qué mide el estudio?
Medidas de resultado primarias
Medidas de resultado primarias
Medida de resultado |
Medida Descripción |
Periodo de tiempo |
|---|---|---|
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Severity of urinary incontinence (ICIQ-UI SF score)
Periodo de tiempo: Baseline (V0) through 12 months (V0, V1 at 3 months, V2 at 6 months, V3 at 12 months)
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Total score on the ICIQ-UI SF (International Consultation on Incontinence Questionnaire - Urinary Incontinence Short Form), range 0-21, with higher scores indicating greater severity. Treatment response will be defined as an improvement ≥2.52 points (MCID). |
Baseline (V0) through 12 months (V0, V1 at 3 months, V2 at 6 months, V3 at 12 months)
|
Medidas de resultado secundarias
Medidas de resultado secundarias
Medida de resultado |
Medida Descripción |
Periodo de tiempo |
|---|---|---|
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Overactive bladder symptoms (ICIQ-OAB)
Periodo de tiempo: V0(Day 1), V1 (3 months), V2 (6 months), V3 (12 months)
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Score on the ICIQ-OAB questionnaire (8 items), range 0-16; higher scores indicate greater impairment. |
V0(Day 1), V1 (3 months), V2 (6 months), V3 (12 months)
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Incontinence severity - Sandvik Index (ISI)
Periodo de tiempo: V0(Day 1) and V2 (6 months)
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Score on the Incontinence Severity Index (2 items), range 0-12, classified as mild/moderate/severe/very severe. |
V0(Day 1) and V2 (6 months)
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Lower urinary tract symptom-specific quality of life (ICIQ-LUTSqol)
Periodo de tiempo: V0(Day 1), V1 (3 months), V2 (6 months), V3 (12 months)
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Score on the ICIQ-LUTSqol questionnaire (19 items), range 19-76; higher scores indicate greater impairment in quality of life. |
V0(Day 1), V1 (3 months), V2 (6 months), V3 (12 months)
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Patient Global Impression of Severity (PGI-S)
Periodo de tiempo: V0 (baseline)
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Single-item scale (1-4) assessing the patient's global perception of symptom severity. |
V0 (baseline)
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Patient Global Impression of Improvement (PGI-I)
Periodo de tiempo: V1 (3 months), V2 (6 months), V3 (12 months)
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Single-item scale (1-7) assessing the patient's global perception of improvement relative to baseline. |
V1 (3 months), V2 (6 months), V3 (12 months)
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Sexual function (FSFI)
Periodo de tiempo: V0(Day 1), V1 (3 months), V2 (6 months), V3 (12 months)
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Female Sexual Function Index (19 items, 6 domains), range 2-36; a cutoff score ≤26.55 indicates female sexual dysfunction. |
V0(Day 1), V1 (3 months), V2 (6 months), V3 (12 months)
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Pelvic floor muscle function (Oxford Scale )
Periodo de tiempo: V0(Day 1) and V2 (6 months)
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Pelvic floor muscle contraction strength will be assessed by vaginal palpation using the Oxford Scale, ranging from 0 (no contraction) to 5 (strong contraction). The outcome will be reported as the Oxford Scale score. |
V0(Day 1) and V2 (6 months)
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Amount of urine loss (1-hour Pad Test, ICS)
Periodo de tiempo: V0(Day 1) and V2 (6 months)
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Standardized 1-hour pad test; objective quantification of urine loss in grams. |
V0(Day 1) and V2 (6 months)
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Voiding pattern (3-day Bladder Diary)
Periodo de tiempo: V0(Day 1) and V2 (6 months)
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Voiding pattern and urinary symptoms will be assessed using a 3-day bladder diary. The recorded variables will include daytime and nighttime voiding frequency, urinary incontinence episodes per 24 hours, urgency episodes, voided urine volume, fluid intake, and pad use. Results will be reported for each recorded variable using the corresponding measurement unit. |
V0(Day 1) and V2 (6 months)
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Treatment satisfaction
Periodo de tiempo: V1(3 months), V2(6 months), V3 (12 months)
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Proportion of patients reporting satisfaction or high satisfaction with the treatment received, assessed via a satisfaction survey. |
V1(3 months), V2(6 months), V3 (12 months)
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Contextual physical activity variables (wearables)
Periodo de tiempo: Continuous throughout the follow-up period (minimum 7 days)
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physycal activity via a wearable device with local storage. |
Continuous throughout the follow-up period (minimum 7 days)
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Contextual sleep variables (wearables)
Periodo de tiempo: Continuous throughout the follow-up period (minimum 7 days)
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sleep duration via a wearable device with local storage. |
Continuous throughout the follow-up period (minimum 7 days)
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Contextual daily heart rate (wearables)
Periodo de tiempo: Continuous throughout the follow-up period (minimum 7 days)
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mean daily heart ratevia a wearable device with local storage. |
Continuous throughout the follow-up period (minimum 7 days)
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Pelvic floor muscle function (PERFECT protocol)
Periodo de tiempo: Baseline (Day 1) and 6 months
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Pelvic floor muscle function will be assessed using the PERFECT protocol, including power, endurance, number of repetitions, number of fast contractions, co-contraction, and timing. Each component will be recorded according to the standardized PERFECT protocol. |
Baseline (Day 1) and 6 months
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Bladder symptoms assessed by the ICIQ-Bladder Diary (ICIQ-BD)
Periodo de tiempo: Baseline (Day 1) and 6 months
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Bladder symptoms will be assessed using the International Consultation on Incontinence Questionnaire-Bladder Diary (ICIQ-BD). The outcome will be reported according to the scoring and variables specified by the ICIQ-BD instrument. |
Baseline (Day 1) and 6 months
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Colaboradores e Investigadores
Patrocinador
Patrocinador
Colaboradores
Colaboradores
Fechas de registro del estudio
Fechas importantes del estudio
Inicio del estudio (Estimado)
Inicio del estudio
Finalización primaria (Estimado)
Finalización primaria
Finalización del estudio (Estimado)
Finalización del estudio
Fechas de registro del estudio
Enviado por primera vez
Enviado por primera vez
Primero enviado que cumplió con los criterios de control de calidad
Primero enviado que cumplió con los criterios de control de calidad
Publicado por primera vez (Actual)
Publicado por primera vez
Actualizaciones de registros de estudio
Última actualización publicada (Actual)
Última actualización publicada
Última actualización enviada que cumplió con los criterios de control de calidad
Última actualización enviada que cumplió con los criterios de control de calidad
Última verificación
Última verificación
Más información
Términos relacionados con este estudio
Palabras clave
Términos MeSH relevantes adicionales
- Enfermedades urogenitales
- Enfermedades urogenitales masculinas
- Enfermedades urológicas
- Enfermedades urogenitales femeninas
- Enfermedades urogenitales femeninas y complicaciones del embarazo
- Trastornos de la micción
- Síntomas del tracto urinario inferior
- Manifestaciones Urológicas
- Condiciones Patológicas, Signos y Síntomas
- Signos y síntomas
- Incontinencia urinaria
Otros números de identificación del estudio
Otros números de identificación del estudio
- 2026/271
Plan de datos de participantes individuales (IPD)
¿Planea compartir datos de participantes individuales (IPD)?
Información sobre medicamentos y dispositivos, documentos del estudio
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