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. 2021 Mar 9;12:1515. doi: 10.1038/s41467-021-21812-1

Table 1.

Significant Novel Associations in PheWAS of Penn Medicine BioBank.

Variant Novel associations Replication
Gene (SNP, uORF effect) Phenotype (Phecode) OR (95% CI) P value Cases Controls UKB PMBB LOF UKBB LOF
PMVK* (rs181302437) UAG > UAA 250.13 (T1D - ophthalmic manifestations) 27.29 (6.88-108.29) 2.58E-06 23 5189 No No Yes (250.13, P = 7.27e-03)
250.14 (T1D - neurological manifestations) 22.71 (5.86-87.97) 6.20E-06 25 5189 No No No
250.22 (T2D - renal manifestations) 7.79 (2.87-21.17) 5.73E-05 136 5189 No No No
VPS53 (rs35915949) UGA > UAA 300.10 (Anxiety disorder) 0.64 (0.53-0.77) 4.23E-06 1060 6939 No No No
300.00 (Anxiety disorders) 0.69 (0.58-0.82) 2.00E-05 1249 6939 No No No
NALCN (rs139848407) CAA > UAA 270.33 (Amyloidosis) 38.92 (7.49-202.36) 1.34E-05 30 7727 No No Yes (270.00, P = 0.0264)
BCL2L13† (rs140799351) UGA > UAA 610.00 (Benign mammary dysplasias) 270.57 (19.69-3718.08) 2.80E-05 55 7689 No Insufficient variants Insufficient variants
187.20 (Malignmant neoplasm of the testes) 331.41 (21.68-5065.35) 3.03E-05 26 7700 Yes (187.20, P = 2.09e-4) Insufficient variants Insufficient variants
187.00 (Cancer of other male genital organs) 220.01 (15.67-3089.83) 6.31E-05 34 7700 Yes (187.00, P = 3.33e-4) Insufficient variants Insufficient variants
SHMT2 (rs28365863) UAG > UAA 527.00 (Diseases of the salivary glands) 6.37 (2.60-15.65) 5.27E-05 90 9774 Insufficient cases Yes (527.00, P = 5.515e-03) Insufficient cases
MOAP1 (rs116450723) UAC > UAA 350.00 (Abnormal movement) 4.99 (2.20-11.33) 1.22E-04 362 9414 No (variant not present in UKB) No No (variant not present in UKB)

*As of the Gencode 32 release the 5′UTR PMVK annotation (September 2019) was shortened to exclude this uORF; however inspection of the raw ribosome profiling reads from Ji et al.16 in conjunction with nearby transcription start sites annotated in FANTOM5 confirm the presence of a longer PMVK 5′UTR isoform (Supplementary Fig. 7).

†The stop-strengthening variant in BCL2L13 affects a minor transcript isoform, and is also annotated as a synonymous mutation on the primary BCL2L13 transcript.