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Updated: Jan 1, 2026

Transcriptomic Analysis of C. elegans RNA Sequencing Data Through the Tuxedo Suite on the Galaxy Project
Published on: April 8, 2017
Playing the genome card
1Department of Biology and Cellular & Behavioral Neurobiology Graduate Program, University of Oklahoma, Norman, OK, USA.
Insights
Genome sequencing has not revolutionized common disease treatment as predicted. Complex genetic and environmental factors, not single genes, cause most debilitating conditions, limiting genome sequencing
Area of Science:
- Genomics
- Medical Genetics
- Disease Etiology
Background:
- Predictions in the 1990s suggested genome sequencing would enable routine diagnosis and treatment of common diseases by 2020.
- This vision has not materialized due to the complex genetic underpinnings of most debilitating conditions.
Purpose of the Study:
- To analyze why genome sequencing has had a limited impact on treating common and debilitating diseases.
- To examine the discrepancy between early predictions and current clinical utility of genome sequencing.
Main Methods:
- Review of historical predictions regarding genome sequencing benefits.
- Analysis of the genetic architecture of common and debilitating diseases.
- Discussion of factors influencing the communication of scientific advancements.
Main Results:
- Common and debilitating diseases are typically caused by complex interactions of multiple genes, epigenetic, environmental, and microbial factors, not single-gene mutations.
- The utility of complete genome sequences for diagnosing and treating these complex conditions is limited.
- Genome sequencing technologies have significantly advanced biological research but had a smaller-than-expected effect on common disease treatments.
Conclusions:
- Early proponents of genome sequencing may have "mis-promised" its immediate medical benefits for common diseases.
- Incentives for simplified scientific narratives may have contributed to misleading predictions about genetic causation.
- Overstating the benefits of genome sequencing could potentially undermine long-term support for scientific research.
Abstract:
In the 1990s, prominent biologists and journalists predicted that by 2020 each of us would carry a genome card, which would allow physicians to access our entire genome sequence and routinely use this information to diagnose and treat common and debilitating conditions. This is not yet the case. Why not? Common and debilitating diseases are rarely caused by single-gene mutations, and this was recognized before these genome card predictions had been made. Debilitating conditions, including common psychiatric disorders, are typically caused either by rare mutations or by complex interactions of many genes, each having a small effect, and epigenetic, environmental, and microbial factors. In such cases, having a complete genome sequence may have limited utility in diagnosis and treatment. Genome sequencing technologies have transformed biological research in many ways, but had a much smaller effect than expected on treatments of common diseases. Thus, early proponents of genome sequencing effectively "mis-promised" its benefits. One reason may be that there are incentives for both biologists and journalists to tell simple stories, including the idea of relatively simple genetic causation of common, debilitating diseases. These incentives may have led to misleading predictions, which to some extent continue today. Although the Human Genome Project has facilitated biological research generally, the mis-promising of medical benefits, at least for treating common and debilitating disorders, could undermine support for scientific research over the long term.
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