1. Group A1 Caroline Kissel, Meg Sabourin, Kaylee Isaacs, Alex Maeder
Are My Genes Mutated? Analyzing Loss of Function Variants in the Human Genome
Group A1
Caroline Kissel, Meg Sabourin,
Kaylee Isaacs, Alex Maeder

2. Introduction
Mutations that occur in DNA synthesis can result in a mutated gene that deters or completely denatures the protein it codes for
Loss of function in gene can severely alter the phenotype of the organism or lead to the development of a serious disease.

3. Such mutations were originally thought to cause severe diseases and/or be very detrimental to the overall health of the person
Recent studies suggest that genomes in healthy subjects can carry loss of function (LoF) protein-coding variants.

4. What is an LoF?
“Genetic changes that are predicted to be seriously disruptive to the function of protein-coding genes” (MacArthur, 2012; blog)
Include insertion/deletion DNA reading frameshifts, nonsense mutations (Quintana-Murci, 2012)

5. Experiment
Genomes of 185 individuals analyzed; catalog of nearly 3,000 candidate LoF variants created
The identified candidate LoF variants were put through a series of filters and placed into several overlapping categories:
- severe recessive disease alleles in heterozygous state
- less deleterious alleles that have impact on phenotype and disease risk
- benign LoF variation in redundant genes
- sequencing and annotation artifacts (MacArthur, 2012; article)

6. Data/Results Out of catalog of candidate LoF variants:
- 25.0% eliminated as sequencing/mapping errors
- 26.8% eliminated as annotation/ reference sequencing errors
- 11.1% eliminated as unlikely to cause genuine loss of function
32.3% of remaining LoF variants found to be partially deleterious, meaning a functional protein could still be made (MacArthur, 2012; article)

7. 43.5% of original LoF candidates remained after filtering tests
These variants were found to:
- contain stop codons, disrupt splice-sites, or result in insertions or deletions that change DNA reading frame
- primarily be enriched in low-frequency alleles; those present in higher frequencies are either present in poorly evolutionary conserved genes, multigene families, or have few protein-protein interactions (MacArthur, 2012; article)

8. Overall, the identified LoF variants are extremely rare; majority of the identified candidates are found in less than 2% of population
26 known severe recessive disease-causing mutations identified in LoF set
21 LoF variants identified in known novel disease-causing mutations (MacArthur, 2012; blog)

9. Discussion
The low frequency of deleterious LoF variants could be explained by purifying selection; therefore variants associated with severe disease-causing mutations are prevented from reaching high frequencies (MacArthur, 2012; article)
Contributes to the “less is less” hypothesis, which states that LoF variants will be counter-selected seeing as they cause disease (Quintana-Murci)

10. Take Home Message
All human genomes carry around 100 LoF variants. However, the majority of these do not cause true loss of gene functioning and the ones that do cause severe diseases are extremely rare.

11. Literature Cited: MacArthur, Daniel
Literature Cited: MacArthur, Daniel. "A Systematic Survey of Loss-of-Function Variants in Human Protein-Coding Genes." Science Magazine: Sign In. The American Association for the Advancement of Science, 11 Jan Web. 18 Nov < Quintana-Murci, Lluis. "Perspective: Gene Losses in the Human Genome." Science Magazine: Sign In. American Association of the Advancement of Science, 17 Feb Web. 18 Nov < MacArthur, Daniel. "All Genomes Are Dysfunctional: Broken Genes in Healthy Individuals." Web log post. Genomes Unzipped. WordPress, 02 June Web. 18 Nov <