Abstract

BackgroundSeveral studies have compared various features of heritable disease genes with other so called non-disease genes, but they have yielded some conflicting results. A potential problem in those studies is that the non-disease genes contained a large number of essential genes – genes which are indispensable for humans to survive and reproduce. Since a functional disruption of an essential gene has fatal consequences, it's more reasonable to regard essential genes as extremely severe "disease" genes. Here we perform a comparative study on the features of human essential, disease, and other genes.ResultsIn the absence of a set of well defined human essential genes, we consider a set of 1,789 ubiquitously expressed human genes (UEHGs), also known as housekeeping genes, as an approximation. We demonstrate that UEHGs are very likely to contain a large proportion of essential genes. We show that the UEHGs, disease genes and other genes are different in their evolutionary conservation rates, DNA coding lengths, gene functions, etc. Our findings systematically confirm that disease genes have an intermediate essentiality which is less than housekeeping genes but greater than other human genes.ConclusionThe human genome may contain thousands of essential genes having features which differ significantly from disease and other genes. We propose to classify them as a unique group for comparisons of disease genes with non-disease genes. This new way of classification and comparison enables us to have a clearer understanding of disease genes.

Highlights

  • Several studies have compared various features of heritable disease genes with other so called non-disease genes, but they have yielded some conflicting results

  • We demonstrate that ubiquitously expressed human genes (UEHGs) are very likely to contain a large proportion of essential genes and can approximate human essential genes

  • Since most Mendelian diseases are caused by deleterious amino acid substitutions, if we study the conservation at amino acid level, we expect to see different patterns for UEHGs, disease and other genes

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Summary

Introduction

Several studies have compared various features of heritable disease genes with other so called non-disease genes, but they have yielded some conflicting results. A potential problem in those studies is that the non-disease genes contained a large number of essential genes – genes which are indispensable for humans to survive and reproduce. We perform a comparative study on the features of human essential, disease, and other genes. Identification of novel genes associated with human diseases is among the most critical tasks in medical research. Towards this goal, various features have been compared between heritable disease genes and non-disease genes [14]. Essential genes are genes whose functions are (page number not for citation purposes)

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