Mapping the 'Dark Matter' of Human DNA

Researchers from ERIBA, Radboud UMC, XJTU, Saarland University, CWI and UMC Utrecht have made a big step towards a better understanding of the human genome. By identifying large DNA variants in 250 Dutch families, the researchers have clarified part of the "dark matter", the great unknown, of the human genome. These new data enable researchers from all over the world to study the DNA variants and use the results to better understand genetic diseases.

The findings were published on October 6 in the scientific journal "Nature Communications".

Although our knowledge of the human DNA is extensive, it is nowhere near complete. For instance, our knowledge of exactly which changes in our DNA are responsible for a certain disease is often insufficient. This is related to the fact that no two people have exactly the same DNA. Even the DNA molecules of identical twins have differences, which occur during their development and ageing. Some differences ensure that not everybody looks exactly alike, while others determine our susceptibility to particular diseases. Knowledge about the DNA variants can therefore tell us a lot about potential health risks and is a first step towards personalized medicine. Many small variants in the human genome - the whole of genetic information in the cell - have already been documented. Although it is known that larger structural variants play an important role in many hereditary diseases, these variants are also more difficult to detect and are, therefore, much less investigated.

By comparing the DNA of 250 healthy Dutch families with the reference DNA database the researchers were able to identify 1.9 million variants affecting multiple DNA 'letters'. These variants include large sections of DNA that have disappeared, moved or even appear out of nowhere. When this happens in the middle of a gene that encodes a certain protein, it is likely that the functionality of the gene, and thus the production of the protein, is compromised. However, large structural variants often occur just before or after the coding part of a gene. The effect of this type of variation is hard to predict.

In the paper two occasions are described in which an extra piece of DNA was found just outside the coding region of a gene. In these occasions the variants had a demonstrable effect on the gene regulation. This proves that even structural variants that occur outside the coding regions need to be monitored closely in future DNA screenings. The catalogue of variants provided by this research enables other scientists to predict the occurrence of large structural variants from the known profile of the smaller ones. This technique opens new possibilities for studying the effects of large structural changes in our genomes.

Additionally, the research resulted in the discovery of large parts of DNA that were not included in the genome reference. This "extra" DNA does contain parts that could be involved in the production of proteins. One of the extra pieces of DNA that was described in the paper is a new "ZNF" gene that has previously never been found in humans. Nevertheless it appears to be present in roughly half of the Dutch population. This particular gene is a member of the ZNF gene family that was known from the reference genomes of several species of apes. The new variant will now be added to the human reference database. Authors subsequently showed that this gene is also present in genomes of several other human populations, however its function remains unknown. The fact that these and other pieces of "dark matter" now have been placed on the genetic map enables scientists worldwide to study them and use the results to better understand human genetic diseases.

This study is part of the Genome of the Netherlands (GoNL) project. One of the main goals of the study is to map the genome of the Dutch population and all its variants. Several teams of bio- informaticians from different countries work continuously on the development of new algorithms for data analysis, as well as on innovative ways to combine existing algorithms. The result: an accurate representation of the genomes of the Dutch population and thereby a solid base for the personalised medicine of the future.

Hehir-Kwa JY, Marschall T, Kloosterman WP, Francioli LC, Baaijens JA, Dijkstra LJ, Abdellaoui A, Koval V, Thung DT, Wardenaar R, Renkens I, Coe BP, Deelen P, de Ligt J, Lameijer EW, van Dijk F, Hormozdiari F; Genome of the Netherlands Consortium., Uitterlinden AG, van Duijn CM, Eichler EE, de Bakker PI, Swertz MA, Wijmenga C, van Ommen GB, Slagboom PE, Boomsma DI, Schönhuth A, Ye K, Guryev V.
A high-quality human reference panel reveals the complexity and distribution of genomic structural variants.
Nat Commun. 2016 Oct 6;7:12989. doi: 10.1038/ncomms12989.

Most Popular Now

Researchers Invent AI Model to Design Ne…

Researchers at McMaster University and Stanford University have invented a new generative artificial intelligence (AI) model which can design billions of new antibiotic molecules that are inexpensive and easy to...

Two Artificial Intelligences Talk to Eac…

Performing a new task based solely on verbal or written instructions, and then describing it to others so that they can reproduce it, is a cornerstone of human communication that...

Powerful New AI can Predict People'…

A powerful new tool in artificial intelligence is able to predict whether someone is willing to be vaccinated against COVID-19. The predictive system uses a small set of data from demographics...

Greater Manchester Reaches New Milestone…

Radiologists and radiographers at Northern Care Alliance NHS Foundation Trust have become the first in Greater Manchester to use the Sectra picture archiving and communication system (PACS) to report on...

AI-Based App can Help Physicians Find Sk…

A mobile app that uses artificial intelligence, AI, to analyse images of suspected skin lesions can diagnose melanoma with very high precision. This is shown in a study led from...

Alcidion and Novari Health Forge Strateg…

Alcidion Group Limited, a leading provider of FHIR-native patient flow solutions for healthcare, and Novari Health, a market leader in waitlist management and referral management technologies, have joined forces to...

ChatGPT can Produce Medical Record Notes…

The AI model ChatGPT can write administrative medical notes up to ten times faster than doctors without compromising quality. This is according to a new study conducted by researchers at...

Can Language Models Read the Genome? Thi…

The same class of artificial intelligence that made headlines coding software and passing the bar exam has learned to read a different kind of text - the genetic code. That code...

Advancing Drug Discovery with AI: Introd…

A transformative study published in Health Data Science, a Science Partner Journal, introduces a groundbreaking end-to-end deep learning framework, known as Knowledge-Empowered Drug Discovery (KEDD), aimed at revolutionizing the field...

Study Shows Human Medical Professionals …

When looking for medical information, people can use web search engines or large language models (LLMs) like ChatGPT-4 or Google Bard. However, these artificial intelligence (AI) tools have their limitations...

Wanted: Young Talents. DMEA Sparks Bring…

9 - 11 April 2024, Berlin, Germany. The digital health industry urgently needs skilled workers, which is why DMEA sparks focuses on careers, jobs and supporting young people. Against the backdrop of...

Shared Digital NHS Prescribing Record co…

Implementing a single shared digital prescribing record across the NHS in England could avoid nearly 1 million drug errors every year, stopping up to 16,000 fewer patients from being harmed...