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Table 2 Logistic regression for clinical characteristics on dyskinesia

From: Unraveling the interplay between dyskinesia and overactive bladder symptoms in Parkinson’s disease: a comprehensive cohort study based on the long-term follow-up database of Parkinson’s disease

Characteristics

Univariate Logistic Regression

Lasso regression

Multivariate Logistic Regression

p

OR(95%CI)

Coefficient

p

OR(95%CI)

Gender

0.548

1.083(0.834,1.405)

0

  

Age

0.031

1.015(1.001,1.028)

0

  

Duration

p < 0.001

1.018(1.015,1.021)

0.004

0.041

1.004 (1.000,1.008)

Onset

0.014

0.984(0.971,0.997)

-0.010

0.087

0.985 (0.967,1.002)

LEDD

p < 0.001

1.003(1.003,1.004)

0.002

p < 0.001

1.002(1.002,1.003)

UPDRS I

p < 0.001

1.252(1.177,1.333)

-0.025

0.102

0.929 (0.850,1.015)

UPDRS II

p < 0.001

1.153(1.127,1.180)

0.089

p < 0.001

1.106 (1.066,1.147)

UPDRS III

p < 0.001

1.061(1.050,1.073)

0.012

0.092

1.016 (0.997,1.035)

H-Y

p < 0.001

2.847(2.374,3.441)

0

  

MMSE

p < 0.001

0.938(0.912,0.964)

-0.004

0.484

0.986 (0.947,1.026)

MoCA

0.056

1.014(0.999,1.029)

-0.016

0.024

0.975 (0.954,0.997)

NMSQ

p < 0.001

1.193(1.160,1.229)

0

  

Urgency

p < 0.001

6.119(4.646,8.095)

0.926

p < 0.001

2.763 (1.937,3.942)

Frequency

p < 0.001

8.416(6.326,11.248)

1.292

p < 0.001

3.959 (2.780,5.636)

Nocturia

p < 0.001

4.458(3.392,5.894)

0.489

0.002

1.766 (1.241,2.514)

  1. Abbreviations: LEDD Levodopa equivalent daily dose, UPDRS I-III Unified Parkinson’s Disease Rating Scale I-III, H-Y Hoehn-Yahr Scale, MMSE The Mini Mental State Examination, MoCA Montreal Cognitive Assessment, NMSQ None Motor Symptom Questionnaire