Accounting for Human Polymorphisms Predicted to Affect Protein Function

Table 3.

nsSNPs from dbSNP Predicted to Be Damaging Were Shown to Be Involved in Disease

Melanocyte stimulating hormone receptor
 Predictions supported by evidence
  R151C Damaging Increased risk of cutaneous malignant melanoma (CMM) (Palmer et al. 1999).
  R160W Damaging Doubles risk of CMM (Palmer et al. 1999).
  D294H Damaging Doubles risk of CMM (Palmer et al. 1999).
  L60V Tolerated No association with CMM (Palmer et al. 1999, Box et al. 2001).
  R163Q Tolerated Detected from EST (Irizarry et al. 2000) and contig comparisons (Sachidanandam et al. 2001). No association with CMM (Box et al. 2001).
 Prediction not supported by evidence
  D84E Damaging Not associated with CMM (Healy et al. 1999; Palmer et al. 1999).
Peroxisome proliferator activated receptor α
 Prediction supported by evidence
  R127Q Damaging Detected in diabetic (Au et al. 1998; Brookes et al. 2000).
  L162V Damaging Detected in diabetics and controls (Au et al. 1998; Brookes et al. 2000), but increases cholesterol and apolipoprotein B levels in diabetics, and perhaps nondiabetics (Flavell et al. 2000; Lacquemant et al. 2000; Vohl et al. 2000).
  D304N Damaging Detected in diabetic (Au et al. 1998; Brookes et al. 2000).
  R409T Damaging Detected in diabetic (Au et al. 1998; Brookes et al. 2000)
  V227A Tolerated Found in similar frequencies in diabetics and nondiabetics (Au et al. 1998; Brookes et al. 2000; Hara et al. 2001).
  A268V Tolerated Detected in diabetic (Au et al. 1998; Brookes et al. 2000) and EST comparison (Irizarry et al. 2000). No association with diabetes or coronary heart disease (Lacquemant et al. 2000).
Methylenetetrahydrofolate reductase (under balancing selection)
 Prediction supported by evidence
  A222V Damaging Common variant with diminished enzyme activity and increased risk of vascular disease and neural tube defects (Frosst et al. 1995) but also reduces risk of adult acute leukemia (Skibola et al. 1999), childhood leukemia (Wiemels et al. 2001), and colon cancer (Ma et al. 1997).
  E429A Damaging Common variant with diminished enzyme activity (Weisberg et al. 1998) but reduces risk of adult acute leukemia (Skibola et al. 1999).
 Effect unknown
  R68Q Damaging Detected by comparison of contig to reference gene.
Fibrillin
 Prediction supported by evidence
  D1113G Damaging In Marfan patient (Liu et al. 1997/1998).
  C1153Y Damaging In Marfan patient (Bairoch and Apweiler 2000).
  I2023T Damaging In Marfan patient (Liu et al. 1997/1998).
  C2038Y Damaging In Marfan patient (P. Oefner, pers. comm.)
  C2053F Damaging In Marfan patient (P. Oefner, pers. comm.).
  C2500S Damaging In Marfan patient (P. Oefner, pers. comm.).
  G2514R Damaging In Marfan patient (P. Oefner, pers. comm.).
  C2110R Damaging In Marfan patient (P. Oefner, pers. comm.).
  C2170F Damaging In Marfan patient (P. Oefner, pers. comm.).
  P1148A Tolerated In control individual (Liu et al. 1997/1998).
  V2018I Tolerated In control individual (P. Oefner, pers. comm.).
  Y2113F Tolerated In control individual (P. Oefner, pers. comm.).
  D2329E Tolerated In control individual (P. Oefner, pers. comm.).
  P2278S Tolerated In control individual (P. Oefner, pers. comm.).
 Prediction not supported by evidence
  S1077P Tolerated In Marfan patient (Liu et al. 1997/1998).
  V1667I Tolerated In Marfan patient (Liu et al. 1997/1998).
  N1341S Tolerated In Marfan patient (Liu et al. 1997/1998).
  N1282S Tolerated In Marfan patient (Liu et al. 1997/1998).
Apolipoprotein A-I
 Effect unknown
  D126H Damaging Detected in individuals from either the top or bottom 2.5th percentile of a normalized blood pressure distribution (Halushka et al. 1999).
  R184P Damaging Detected in individuals from either the top or bottom 2.5th percentile of a normalized blood pressure distribution (Halushka et al. 1999).
  K131N Tolerated Detected from comparison of ESTs (Garg et al. 1999) and in an electrophoretic screening of newborns (von Eckardstein et al. 1990).
  • Five genes with a high fraction of nsSNPs from dbSNP predicted to be damaging; these nsSNPs have been shown to be involved in disease. The proteins that these genes code for are listed. Under each protein, the first column is the amino acid substitution caused by the nsSNP. For example, the first row under melanocyte stimulating hormone receptor gives the prediction for an nsSNP that corresponded to a change from the original amino acid R to amino acid C at position 151 in the melanocyte stimulating hormone receptor protein. The second column is the SIFT prediction for that particular amino acid substitution, and the third column is evidence supporting or conflicting with the prediction. Most predictions are supported by previously published evidence.

This Article

  1. Genome Res. 12: 436-446

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