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388    Chapter 11    Analyzing Genomic Variation


              the genetic disease, but possession of this sequence infor-  Figure 11.25  SNP patterns consistent with inherited traits.
              mation does not guarantee that geneticists will be able to   Each oval represents a copy of a gene, so each person corresponds
              identify the responsible mutation(s). One problem is tech-  to two ovals. Common variants are in different shades of gray; while
              nical: No genome sequence is 100% accurate or 100% com-  orange, blue, yellow, or green symbolize different rare variants in the
                                                                   same gene. (a) Variants that could cause a dominant trait. Within a
              plete. All sequencing methods have a low but real error rate   family, affected individuals will be heterozygotes for the same rare
              in identifying nucleotides, and random sampling of DNA   variant. Unrelated affected people may be heterozygotes for different
              fragments will  leave  some regions  of  the  genome  un-  rare variants in the same gene. (b) Variants that could cause a
              sequenced. These issues can be minimized by coverage of   recessive trait. In consanguineous families, affected individuals will be
              10 or more genome equivalents, but they cannot be elimi-  homozygotes for a single variant they inherit by descent from a recent
                                                                   common ancestor. The affected children of unrelated people most
              nated completely.                                    likely are compound heterozygotes who inherit different rare mutations
                  An even more fundamental problem is that the amount   in the same gene, one from each parent. In both (a) and (b), unaffected
              of variation among human genomes is huge. We saw at the   controls may or may not be related.
              beginning of this chapter that any person’s genome differs   (a) SNPs that could cause a rare dominant trait
              at more than 3 million locations from the standard RefSeq               A ected        A ected
              human genome. How can we tell which of these millions of
              DNA polymorphisms causes a patient’s disease? Our abil-   Within a family
              ity to deal with whole-genome sequences is still so limited           Heterozygous for same rare variant
              that in many cases, the responsible mutation has yet to be
              identified. It should be lurking in the sequence, but it frus-          A ected        A ected
              tratingly remains hidden in front of our noses.             Unrelated
                  Despite these issues, investigators have been able to   individuals
              marshal the results of several types of data analysis, some-
              times supported by inspired guesswork, to find an increas-             Likely heterozygous for di erent
                                                                                      rare variants in the same gene
              ing number of disease genes. We focus in this section on
              the types of clues geneticists use to identify disease-causing         Una ected      Una ected
              mutations within whole-genome/exome sequences. However,
              it is crucial to keep in mind that these methods are not, at   Controls
              least not yet, always successful.                                       Heterozygous or homozygous
                                                                                          for common alleles
              Clues from disease transmission patterns
                                                                        (b) SNPs that could cause a rare recessive trait
              The underlying logic of whole-genome or whole-exome
              sequencing requires that the DNA variants that are disease              A ected        A ected
              alleles will be rare in the population. This basic assumption   Within a family
              allows scientists to make predictions about which of the   (consanguineous)
              variations in a patient’s genome could be responsible for
              the disease. These predictions depend on what pedigrees              Homozygous for the same rare variant
              say about the disease’s inheritance: Is the disease allele re-
              cessive or dominant? Is it sex-linked or autosomal? Is the   Within a family  A ected  A ected
              penetrance complete or incomplete? Each of these inheri-      (non-
              tance modes is consistent only with particular molecular   consanguineous)
              genotypes at a candidate locus.                                       Same two rare variants in the same
                  In the case of a rare dominant condition, it is highly            gene in all a ected family members
              likely that the patient would be heterozygous for the caus-
              ative allele. Related patients should have the same rare                A ected        A ected
              mutant allele, whereas unrelated patients might have dif-   Unrelated
              ferent mutations in the same gene (Fig. 11.25a). If the     individuals
              condition is recessive, geneticists would first focus their                Di erent rare variants
              attention on rare mutations  that are  homozygous  in the                    in the same gene
              patient’s genome, particularly if the parents are related              Una ected      Una ected
              even distantly. If the condition is recessive and the parents
              are unrelated, the patient could instead be a compound       Controls
              heterozygote, with two different mutant alleles of the same
              gene (Fig. 11.25b). To check this latter scenario, geneti-          Heterozygous or homozygous (not shown)
                                                                                     for common alleles; heterozygous
              cists would look in the patient’s DNA for a gene affected                     for rare variant
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