TY - JOUR
T1 - Phenotyping Men With Lower Urinary Tract Symptoms
T2 - Results From the Symptoms of Lower Urinary Tract Dysfunction Research Network
AU - and the LURN Study Group
AU - Helmuth, Margaret E.
AU - Smith, Abigail R.
AU - Glaser, Alexander P.
AU - Yang, Claire C.
AU - Cameron, Anne P.
AU - Henry Lai, H.
AU - Griffith, James W.
AU - Eric Jelovsek, J.
AU - Quentin Clemens, J.
AU - Helfand, Brian T.
AU - Merion, Robert M.
AU - Andreev, Victor P.
N1 - Publisher Copyright:
© 2024 The Author(s). Neurourology and Urodynamics published by Wiley Periodicals LLC.
PY - 2025/1
Y1 - 2025/1
N2 - Aims: Men with lower urinary tract symptoms (LUTS) represent a heterogeneous group, and treatment decisions are often based on severity of symptoms and physical examination findings. Identification of clinically meaningful subtypes could allow for more personalized care. This study advances phenotyping efforts from the Symptoms of Lower Urinary Tract Dysfunction Research Network (LURN) by adding data domains to previous phenotyping using urologic symptoms alone. Methods: Two-hundred-seventeen LUTS, demographics, medical history, and physical examination datapoints from the LURN Observational Cohort study were assessed among 519 men with at least one bothersome LUTS, using weighted Tanimoto indices, semi-supervised learning, and resampling-based consensus clustering to identify distinct clusters of participants. Differentially abundant serum proteins of 220 men were compared across identified clusters. Results: Five refined male clusters (RM1–RM5) were identified. Two clusters reported mild LUTS (RM1: n = 66; RM2: n = 84). RM1 was older than RM2 (70.3 vs. 56.1 years), had more comorbidities (functional comorbidity index 2.4 vs. 1.5) and erectile dysfunction. Two benign prostatic hyperplasia-like symptom clusters were identified (RM3: n = 64; RM4: n = 188). RM3 has the largest postvoid residual volume (275 mL); RM4 reported more urinary frequency, urgency, urinary incontinence, pain, and psychosocial symptoms. RM5 (n = 119) was characterized by urgency urinary incontinence, frequency, and significant comorbidities and psychosocial symptoms. Fifteen (RM2) to 87 (RM1) differentially abundant proteins were identified within each cluster. Minimal overlap was observed between affected proteins and pathways across clusters. Conclusions: Protein signatures across newly discovered subgroups suggest identified subtypes are biochemically distinct. Findings should be validated, but may represent populations with separate pathophysiology and therapeutic needs. Clinical Trial Registration: The LURN ClinicalTrials.gov Identifier is NCT02485808.
AB - Aims: Men with lower urinary tract symptoms (LUTS) represent a heterogeneous group, and treatment decisions are often based on severity of symptoms and physical examination findings. Identification of clinically meaningful subtypes could allow for more personalized care. This study advances phenotyping efforts from the Symptoms of Lower Urinary Tract Dysfunction Research Network (LURN) by adding data domains to previous phenotyping using urologic symptoms alone. Methods: Two-hundred-seventeen LUTS, demographics, medical history, and physical examination datapoints from the LURN Observational Cohort study were assessed among 519 men with at least one bothersome LUTS, using weighted Tanimoto indices, semi-supervised learning, and resampling-based consensus clustering to identify distinct clusters of participants. Differentially abundant serum proteins of 220 men were compared across identified clusters. Results: Five refined male clusters (RM1–RM5) were identified. Two clusters reported mild LUTS (RM1: n = 66; RM2: n = 84). RM1 was older than RM2 (70.3 vs. 56.1 years), had more comorbidities (functional comorbidity index 2.4 vs. 1.5) and erectile dysfunction. Two benign prostatic hyperplasia-like symptom clusters were identified (RM3: n = 64; RM4: n = 188). RM3 has the largest postvoid residual volume (275 mL); RM4 reported more urinary frequency, urgency, urinary incontinence, pain, and psychosocial symptoms. RM5 (n = 119) was characterized by urgency urinary incontinence, frequency, and significant comorbidities and psychosocial symptoms. Fifteen (RM2) to 87 (RM1) differentially abundant proteins were identified within each cluster. Minimal overlap was observed between affected proteins and pathways across clusters. Conclusions: Protein signatures across newly discovered subgroups suggest identified subtypes are biochemically distinct. Findings should be validated, but may represent populations with separate pathophysiology and therapeutic needs. Clinical Trial Registration: The LURN ClinicalTrials.gov Identifier is NCT02485808.
KW - lower urinary tract symptoms
KW - pathophysiology
KW - phenotypes
KW - postvoid residual urine volume
KW - psychosocial
UR - http://www.scopus.com/inward/record.url?scp=85205905948&partnerID=8YFLogxK
U2 - 10.1002/nau.25596
DO - 10.1002/nau.25596
M3 - Article
C2 - 39370868
AN - SCOPUS:85205905948
SN - 0733-2467
VL - 44
SP - 178
EP - 193
JO - Neurourology and Urodynamics
JF - Neurourology and Urodynamics
IS - 1
ER -