Departments of Anesthesiology and Biostatistics | University of Michigan

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Cancer PRSweb

Compare evaluated PRS models, inspect score-level performance, and follow results into PheWAS analyses.

Phecodes 165.1

Cancer of bronchus; lung

165.1 Neoplasms Both 160-165.99

Start with these models

These rows keep nominally significant, warning-free models first and sort the retained set by the smallest preserved p-value. Use them as a starting comparison set, not a definitive ranking.

Model Cohort Method P value Top 1% effect Flags Links
Cancer of bronchus; lung
Lung cancer in ever smokers;Squamous cell lung carcinoma;Lung adenocarcinoma;Lung cancer;Lung cancer in never smokers;Familial squamous cell lung carcinoma;Familial lung adenocarcinoma;Familial lung cancer;Small cell lung carcinoma 		UKB P&T 1.7e-10 1.94
OR
nominal retained
detail
PheWAS
Cancer of bronchus; lung
Lung cancer in ever smokers;Squamous cell lung carcinoma;Lung adenocarcinoma;Lung cancer;Lung cancer in never smokers;Familial squamous cell lung carcinoma;Familial lung adenocarcinoma;Familial lung cancer;Small cell lung carcinoma 		UKB Fixed threshold (5e-09) 2.8e-10 1.94
OR
nominal retained
detail
Cancer of bronchus; lung
Lung cancer in ever smokers;Squamous cell lung carcinoma;Lung adenocarcinoma;Lung cancer;Lung cancer in never smokers;Familial squamous cell lung carcinoma;Familial lung adenocarcinoma;Familial lung cancer;Small cell lung carcinoma 		UKB GWAS Hits 9.2e-9 0.852
OR
nominal retained
detail
PheWAS
Cancer of bronchus; lung
Lung cancer in ever smokers;Squamous cell lung carcinoma;Lung adenocarcinoma;Lung cancer;Lung cancer in never smokers;Familial squamous cell lung carcinoma;Familial lung adenocarcinoma;Familial lung cancer;Small cell lung carcinoma 		UKB Fixed threshold (5e-07) 3.8e-6 1.58
OR
nominal retained
detail
Cancer of bronchus; lung
Lung cancer in ever smokers;Squamous cell lung carcinoma;Lung adenocarcinoma;Lung cancer;Lung cancer in never smokers;Familial squamous cell lung carcinoma;Familial lung adenocarcinoma;Familial lung cancer;Small cell lung carcinoma 		UKB Fixed threshold (5e-06) 3.8e-4 1.3
OR
nominal retained
detail
Cancer of bronchus; lung
Lung cancer in ever smokers;Squamous cell lung carcinoma;Lung adenocarcinoma;Lung cancer;Lung cancer in never smokers;Familial squamous cell lung carcinoma;Familial lung adenocarcinoma;Familial lung cancer;Small cell lung carcinoma 		MGI Fixed threshold (5e-06) 6.8e-4 1.05
OR
nominal retained
detail
Cancer of bronchus; lung
Lung cancer in ever smokers;Squamous cell lung carcinoma;Lung adenocarcinoma;Lung cancer;Lung cancer in never smokers;Familial squamous cell lung carcinoma;Familial lung adenocarcinoma;Familial lung cancer;Small cell lung carcinoma 		UKB Fixed threshold (5e-05) 0.0019 1.58
OR
nominal retained
detail
Cancer of bronchus; lung
Lung cancer in ever smokers;Squamous cell lung carcinoma;Lung adenocarcinoma;Lung cancer;Lung cancer in never smokers;Familial squamous cell lung carcinoma;Familial lung adenocarcinoma;Familial lung cancer;Small cell lung carcinoma 		MGI Fixed threshold (5e-05) 0.0043 1.28
OR
nominal retained
detail

All related PRS models (37)

Multiple rows can map to the same phecode because cohort and PRS construction method differ. The full list below remains an unranked jump list; use the filtered Scores table for side-by-side comparison.

Compare related models in Scores table
Open full related-model jump list

ICD mappings

ICD code Type Description Phenome
C33 ICD10CM Malignant neoplasm of trachea MGI
C34 ICD10CM Malignant neoplasm of bronchus and lung MGI
C34.0 ICD10CM Malignant neoplasm of main bronchus MGI
C34.00 ICD10CM Malignant neoplasm of unspecified main bronchus MGI
C34.01 ICD10CM Malignant neoplasm of right main bronchus MGI
C34.02 ICD10CM Malignant neoplasm of left main bronchus MGI
C34.1 ICD10CM Malignant neoplasm of upper lobe, bronchus or lung MGI
C34.10 ICD10CM Malignant neoplasm of upper lobe, unspecified bronchus or lung MGI
C34.11 ICD10CM Malignant neoplasm of upper lobe, right bronchus or lung MGI
C34.12 ICD10CM Malignant neoplasm of upper lobe, left bronchus or lung MGI
C34.2 ICD10CM Malignant neoplasm of middle lobe, bronchus or lung MGI
C34.3 ICD10CM Malignant neoplasm of lower lobe, bronchus or lung MGI
C34.30 ICD10CM Malignant neoplasm of lower lobe, unspecified bronchus or lung MGI
C34.31 ICD10CM Malignant neoplasm of lower lobe, right bronchus or lung MGI
C34.32 ICD10CM Malignant neoplasm of lower lobe, left bronchus or lung MGI
C34.8 ICD10CM Malignant neoplasm of overlapping sites of bronchus and lung MGI
C34.80 ICD10CM Malignant neoplasm of overlapping sites of unspecified bronchus and lung MGI
C34.81 ICD10CM Malignant neoplasm of overlapping sites of right bronchus and lung MGI
C34.82 ICD10CM Malignant neoplasm of overlapping sites of left bronchus and lung MGI
C34.9 ICD10CM Malignant neoplasm of unspecified part of bronchus or lung MGI
C34.90 ICD10CM Malignant neoplasm of unspecified part of unspecified bronchus or lung MGI
C34.91 ICD10CM Malignant neoplasm of unspecified part of right bronchus or lung MGI
C34.92 ICD10CM Malignant neoplasm of unspecified part of left bronchus or lung MGI
C7A.090 ICD10CM Malignant carcinoid tumor of the bronchus and lung MGI
D02.2 ICD10CM Carcinoma in situ of bronchus and lung MGI
D02.20 ICD10CM Carcinoma in situ of unspecified bronchus and lung MGI
D02.21 ICD10CM Carcinoma in situ of right bronchus and lung MGI
D02.22 ICD10CM Carcinoma in situ of left bronchus and lung MGI
162.0 ICD9CM Malignant neoplasm of trachea MGI
162.2 ICD9CM Malignant neoplasm of main bronchus MGI
162.3 ICD9CM Malignant neoplasm of upper lobe, bronchus or lung MGI
162.4 ICD9CM Malignant neoplasm of middle lobe, bronchus or lung MGI
162.5 ICD9CM Malignant neoplasm of lower lobe, bronchus or lung MGI
162.8 ICD9CM Malignant neoplasm of other parts of bronchus or lung MGI
162.9 ICD9CM Malignant neoplasm of bronchus and lung, unspecified MGI
209.21 ICD9CM Malignant carcinoid tumor of the bronchus and lung MGI
231.2 ICD9CM Carcinoma in situ of bronchus and lung MGI
V10.11 ICD9CM Personal history of malignant neoplasm of bronchus and lung MGI
C33 ICD10 C33 Malignant neoplasm of trachea UKB
C34.0 ICD10 C34.0 Main bronchus UKB
C34.1 ICD10 C34.1 Upper lobe, bronchus or lung UKB
C34.2 ICD10 C34.2 Middle lobe, bronchus or lung UKB
C34.3 ICD10 C34.3 Lower lobe, bronchus or lung UKB
C34.8 ICD10 C34.8 Overlapping lesion of bronchus and lung UKB
C34.9 ICD10 C34.9 Bronchus or lung, unspecified UKB
D02.2 ICD10 D02.2 Bronchus and lung UKB
162 ICD9 162 Malignant neoplasm of trachea, bronchus and lung UKB
162.0 ICD9 1620 Malignant neoplasm of trachea UKB
162.2 ICD9 1622 Malignant neoplasm of main bronchus UKB
162.3 ICD9 1623 Malignant neoplasm of upper lobe, bronchus or lung UKB
162.4 ICD9 1624 Malignant neoplasm of middle lobe, bronchus or lung UKB
162.5 ICD9 1625 Malignant neoplasm of lower lobe, bronchus or lung UKB
162.8 ICD9 1628 Malignant neoplasm of trachea, bronchus and lung, other UKB
162.9 ICD9 1629 Malignant neoplasm of bronchus and lung, unspecified UKB
231.2 ICD9 2312 Carcinoma in situ of bronchus and lung UKB
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