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Phenotyping Men With Lower Urinary Tract Symptoms: Results From the Symptoms of Lower Urinary Tract Dysfunction Research Network.

Publication ,  Journal Article
Helmuth, ME; Smith, AR; Glaser, AP; Yang, CC; Cameron, AP; Henry Lai, H; Griffith, JW; Eric Jelovsek, J; Quentin Clemens, J; Helfand, BT ...
Published in: Neurourol Urodyn
January 2025

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.

Duke Scholars

Published In

Neurourol Urodyn

DOI

EISSN

1520-6777

Publication Date

January 2025

Volume

44

Issue

1

Start / End Page

178 / 193

Location

United States

Related Subject Headings

  • Urology & Nephrology
  • Severity of Illness Index
  • Phenotype
  • Middle Aged
  • Male
  • Lower Urinary Tract Symptoms
  • Humans
  • Aged
  • 3209 Neurosciences
  • 3202 Clinical sciences
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Helmuth, M. E., Smith, A. R., Glaser, A. P., Yang, C. C., Cameron, A. P., Henry Lai, H., … and the LURN Study Group. (2025). Phenotyping Men With Lower Urinary Tract Symptoms: Results From the Symptoms of Lower Urinary Tract Dysfunction Research Network. Neurourol Urodyn, 44(1), 178–193. https://doi.org/10.1002/nau.25596
Helmuth, Margaret E., Abigail R. Smith, Alexander P. Glaser, Claire C. Yang, Anne P. Cameron, H. Henry Lai, James W. Griffith, et al. “Phenotyping Men With Lower Urinary Tract Symptoms: Results From the Symptoms of Lower Urinary Tract Dysfunction Research Network.Neurourol Urodyn 44, no. 1 (January 2025): 178–93. https://doi.org/10.1002/nau.25596.
Helmuth ME, Smith AR, Glaser AP, Yang CC, Cameron AP, Henry Lai H, et al. Phenotyping Men With Lower Urinary Tract Symptoms: Results From the Symptoms of Lower Urinary Tract Dysfunction Research Network. Neurourol Urodyn. 2025 Jan;44(1):178–93.
Helmuth, Margaret E., et al. “Phenotyping Men With Lower Urinary Tract Symptoms: Results From the Symptoms of Lower Urinary Tract Dysfunction Research Network.Neurourol Urodyn, vol. 44, no. 1, Jan. 2025, pp. 178–93. Pubmed, doi:10.1002/nau.25596.
Helmuth ME, Smith AR, Glaser AP, Yang CC, Cameron AP, Henry Lai H, Griffith JW, Eric Jelovsek J, Quentin Clemens J, Helfand BT, Merion RM, Andreev VP, and the LURN Study Group. Phenotyping Men With Lower Urinary Tract Symptoms: Results From the Symptoms of Lower Urinary Tract Dysfunction Research Network. Neurourol Urodyn. 2025 Jan;44(1):178–193.
Journal cover image

Published In

Neurourol Urodyn

DOI

EISSN

1520-6777

Publication Date

January 2025

Volume

44

Issue

1

Start / End Page

178 / 193

Location

United States

Related Subject Headings

  • Urology & Nephrology
  • Severity of Illness Index
  • Phenotype
  • Middle Aged
  • Male
  • Lower Urinary Tract Symptoms
  • Humans
  • Aged
  • 3209 Neurosciences
  • 3202 Clinical sciences