The lack of diversity in genomic research could mean Africans are missing out on potential life-changing care for chronic health disorders, according to a new study published inNature Medicine.
Genetic risk scores are a tool used to estimate an individuals risk of developing a disease, based on genetic factors. Researchers are able to find out someones genetic risk score by examining a populations genetic data and linking genetic factors to various health outcomes to indicate how likely they are to experience certain conditions.
These genetic risk scores are thought to revolutionise medicine by making it possible for people to receive treatments in line with their genetic make up, as well as for early identification and prevention of diseases. However, due to the small numbers of genetic studies involving African people, there is not currently enough information to create accurate genetic risk scores to predict their vulnerability to illnesses such as heart diseases.
The study, led by researchers from theMRC/UVRI and the London School of Hygiene & Tropical Medicine (LSHTM) Uganda Research Unit in collaboration with those from the University of Witwatersrand in South Africa, used genetic data from 1.4 million people of diverse ancestry across sub-Saharan Africa to examine how the use of diverse and representative data can impact our ability to predict disease risk.
The team found that when genetic data from the African American population was included in genomic studies, the genetic risk score estimates were five times more accurate for people with African ancestry, compared to when data from European ancestry was used.
African Americans only comprise 1.1% of global genomic studies. These findings emphasise the importance of including Africans genetic information in genomic studies in order to gain more accurate information about genetic risk factors for disease, and better control the growing trend of chronic health disorders in Africa.
Segun Fatumo, Associate Professor of Genetic Epidemiology & Bioinformaticsat theMRC/UVRI and LSHTM Uganda Research Unit said: "Currently, genomic studies include primarily individuals with European ancestry. This means genetic risk scores in predicting risk of disease, while applicable to the European population, is not accurate or reliable for those of African ancestry. It is crucial that we address this lack of diversity in genomic data. More genomic research is required to produce genetic risk scores that are relevant and representative of the genetic diversity in African populations due to age, lifestyle, environment, and other genetic factors."
Researchers used data from Uganda and South Africa to gather genetic information using genetic risk scores to identify people within continental African populations with high and low fat levels. Their findings identified a number of inherent features in African populations, including that the genetic risk scores were more accurate for people living in urban settings in South Africa than for those in Uganda, due to differences in age, lifestyles, environments and genetics.
Additionally, by including well-known risk factors, such as age, gender, body mass index (BMI) and type 2 diabetes in the estimation of genetic risk scores, the classification of people with either high or low risks improved by 42%.
This was in contrast to conventional risk factors reported in European-based studies such as age, gender, and body mass index as significant contributors to identifying people with high and low fat levels. These findings also demonstrate that a standard genetic risk score cannot be applied across different ethnicities and nations in Africa due to genetic variability and other factors which affect risk such as age, lifestyle and environment.
The team also divided the population into three categories to indicate whether they have a low, medium or high risk of developing a disease. This could help clinicians and genetic specialists to evaluate an individuals risk of disease, especially those at high risk of developing chronic diseases.
Early diagnosis and treatment is one of the best ways to reduce the chances of developing chronic diseases such as heart and blood vessel disorders. The lack of diversity in genetic studies, and those that include African people in particular, has slowed progress in calculating individuals susceptibility to illnesses, which in turn slows their path to diagnosis and treatment.
Although genetic risk scores are not extensively used by health professionals at the moment, the researchers believe these findings provide hope for enhancing clinical care in Africa. Knowing how likely an individual is to get a disease could help them take preventative steps to diagnose it earlier, when it is easier to treat, or even cure. According to the researchers, this is crucial for detecting those who are at risk of having high levels of body fat in the future.
Dr. Tinashe Chikowore, from the University of the Witwatersrand and an author of this study, said: "Advocating for greater diversity in genetic studies will guarantee that Africa is not left out of future precision medicine initiatives, which are crucial in identifying people who are more or less susceptible to contract chronic infections."
Reference:KamizaAB, Toure SM, Vujkovic M, et al. Transferability of genetic risk scores in African populations. Nat Med. 2022. doi: 10.1038/s41591-022-01835-x
This article has been republished from the following materials. Note: material may have been edited for length and content. For further information, please contact the cited source.
See the original post:
Diversity in Genetic Research Is Key to Enhancing Treatment of Chronic Diseases in Africa - Technology Networks
- Genetic Discrimination Is Coming for Us All - The Atlantic - November 16th, 2024
- Family connection: Genetics of suicide - WNEM - November 16th, 2024
- Study links heart shape to genetic risk of cardiovascular diseases - News-Medical.Net - November 16th, 2024
- Genetic architecture of cerebrospinal fluid and brain metabolite levels and the genetic colocalization of metabolites with human traits - Nature.com - November 16th, 2024
- Genetic connectivity of wolverines in western North America - Nature.com - November 16th, 2024
- Toward GDPR compliance with the Helmholtz Munich genotype imputation server - Nature.com - November 16th, 2024
- Leveraging genetic variations for more effective cancer therapies - News-Medical.Net - November 16th, 2024
- Bringing precision to the murky debate on fish oil - University of Arizona News - November 16th, 2024
- International experts gathered in Tashkent to tackle rare disease for Uzbekistan - EurekAlert - November 16th, 2024
- Mercys Story: Living life with 22q, a genetic condition - WECT - November 16th, 2024
- Cold case with ties to Houghton County solved through genetic genealogy after 65 years - WLUC - November 16th, 2024
- 23andMe customer? Here's what to know about the privacy of your genetic data. - CBS News - November 16th, 2024
- Single-cell RNA analysis finds possible genetic drivers of bone cancer - Illumina - November 16th, 2024
- Multi-trait association analysis reveals shared genetic loci between Alzheimers disease and cardiovascular traits - Nature.com - November 16th, 2024
- With 23andMe Struck by Layoffs, Can You Delete Genetic Data? Here's What We Know - CNET - November 16th, 2024
- Genetic testing firm 23andMe cuts 40% of its workforce amid financial struggles - The Guardian - November 16th, 2024
- Genetic study solves the mystery of 'selfish' B chromosomes in rye - Phys.org - November 16th, 2024
- Genetic changes linked to testicular cancer offer fresh insights into the disease - Medical Xpress - November 16th, 2024
- Eating less and genetics help you to live longer, but which factor carries the most weight? - Surinenglish.com - November 16th, 2024
- We must use genetic technologies now to avert the coming food crisis - New Scientist - November 16th, 2024
- NHS England to screen 100,000 babies for more than 200 genetic conditions - The Guardian - October 6th, 2024
- Largest-ever genetic study of epilepsy finds possible therapeutic targets - Medical Xpress - October 6th, 2024
- 23andMe is on the brink. What happens to all its DNA data? - NPR - October 6th, 2024
- The mountains where Neanderthals forever changed human genetics - Big Think - October 6th, 2024
- Gene Activity in Depression Linked to Immune System and Inflammation - Neuroscience News - October 6th, 2024
- Integrative multi-omics analysis reveals genetic and heterotic contributions to male fertility and yield in potato - Nature.com - October 6th, 2024
- Genetic and non-genetic HLA disruption is widespread in lung and breast tumors - Nature.com - October 6th, 2024
- Aneuploidy as a driver of human cancer - Nature.com - October 6th, 2024
- Myriad Genetics and Ultima Genomics to Explore the UG - GlobeNewswire - October 6th, 2024
- Biallelic and monoallelic variants in EFEMP1 can cause a severe and distinct subtype of heritable connective tissue disorder - Nature.com - October 6th, 2024
- Genetic and clinical correlates of two neuroanatomical AI dimensions in the Alzheimers disease continuum - Nature.com - October 6th, 2024
- Cracking the Genetic Code on Facial Features - DISCOVER Magazine - October 6th, 2024
- Ancestry vs. 23andMe: How to Pick the Best DNA Testing Kit for You - CNET - October 6th, 2024
- The Mercedes-AMG C63 is bold, but beholden to its genetics - Newsweek - October 6th, 2024
- The Austin Chronic: Texas A&Ms Hemp Breeding Program Adds Drought-Resistant Genetics to the National Collection - Austin Chronicle - October 6th, 2024
- Genetics and AI Help Patients with Early Detection of Breast Cancer Risk - Adventist Review - October 6th, 2024
- 23andMe Is Sinking Fast. Can the Company Survive? - WIRED - October 6th, 2024
- Genetic variations in remote UK regions linked to higher disease risk - Medical Xpress - October 6th, 2024
- Comprehensive mapping of genetic activity brings hope to patients with chronic pain - Medical Xpress - October 6th, 2024
- Genetics - Definition, History and Impact | Biology Dictionary - June 2nd, 2024
- Gene | Definition, Structure, Expression, & Facts | Britannica - June 2nd, 2024
- Raha Kapoor's blue eyes remind fans of her great-grandfather, Raj Kapoor; here's what genetics says - IndiaTimes - December 30th, 2023
- Human genetics | Description, Chromosomes, & Inheritance - December 13th, 2023
- BASIC GENETICS INFORMATION - Understanding Genetics - NCBI Bookshelf - December 13th, 2023
- Introduction to Genetics - Open Textbook Library - December 13th, 2023
- "When them genetics kick in its all over" - NBA fans send in rib-tickling reactions as LeBron James attends Zhuri James' volleyball game -... - October 16th, 2023
- David Liu, chemist: We now have the technology to correct misspellings in our DNA that cause known genetic diseases - EL PAS USA - April 7th, 2023
- World Health Day 2023: Understanding the science of Epi-genetics and how to apply it in our daily lives - Free Press Journal - April 7th, 2023
- Genetics - National Institute of General Medical Sciences (NIGMS) - March 29th, 2023
- GENETICS 101 - Understanding Genetics - NCBI Bookshelf - March 29th, 2023
- People always think Im skinny because of good genetics theyre shocked when they see what I used to lo... - The US Sun - March 29th, 2023
- Forensics expert explains 'genetic genealogy' process believed to be used in Kohberger's arrest - KTVB.com - January 6th, 2023
- Idaho student murders: What is genetic genealogy, a tool reportedly used to help capture the suspect? - FOX 10 News Phoenix - January 6th, 2023
- What is a Genetic Counselor and How Can They Help You Navigate Your Healthcare Journey? - ABC4.com - December 3rd, 2022
- Ancient Art and Genetics Reveal Origin of World's Most Expensive Spice - The Wire Science - June 26th, 2022
- Myriad Genetics Teams Up with Epic to Make Genetic Testing Accessible to More Patients with Electronic Health Record (EHR) Integration - GlobeNewswire - June 26th, 2022
- Obesity and genetics: Expert shares insights - Hindustan Times - June 26th, 2022
- Researchers discover genetic variants that increase Alzheimer's risk - WCVB Boston - June 26th, 2022
- Where science meets fiction: the dark history of eugenics - The Guardian - June 26th, 2022
- Clinical Conference: A Discussion with BASE10 Genetics - Skilled Nursing News - June 26th, 2022
- Genetics Really Said Copy And Paste: People Are Amazed At How Similar This Woman Looks To Her Dad In These 5 Recreation Photos - Bored Panda - June 26th, 2022
- 49 Genetic Variants That Increase the Risk of Varicose Veins Identified - Technology Networks - June 26th, 2022
- Genetic relationships and genome selection signatures between soybean cultivars from Brazil and United States after decades of breeding | Scientific... - June 26th, 2022
- Earlham woman loses weight with ChiroThin after her own doctor told her "genetics" wouldn't allow that to happen | Paid Content - Local 5 -... - June 26th, 2022
- Science and genetics used to boost Fernside farm - New Zealand Herald - June 26th, 2022
- Genetics-based guidelines to buying a bull at an auction - Farmer's Weekly SA - June 26th, 2022
- Polio: we're developing a safer vaccine that uses no genetic material from the virus - The Conversation - June 26th, 2022
- 7 lifestyle habits which can halve your risk of dementia - World Economic Forum - June 26th, 2022
- Addressing the 'Trust Factor': South Carolina Researchers Tackle Health Disparities Using Genetics - Physician's Weekly - June 8th, 2022
- Dumb luck, genetics? Why have some people never caught COVID-19? | Daily Sabah - Daily Sabah - June 8th, 2022
- Genetics Breakthrough in Sea Urchins to Aid in Biomedical Research - Scripps Institution of Oceanography - June 8th, 2022
- Genetic Control Of Autoimmune Disease Mapped To Cellular Level - Bio-IT World - June 8th, 2022
- Bazelet to Supply Its Federally Legal Cannabis Genetics to DEA Approved Research Entities for Rigorous Scientific Research on the Clinical Effects of... - June 8th, 2022
- Alameda County Awaits Key Decision Regarding The Use of Genetic Testing in Asbestos Cases - JD Supra - June 8th, 2022
- CSU partners with American Hereford Association on genetics research - Beef Magazine - June 8th, 2022
- Unraveling the Tangled History of Polar Bears to Brown Bears Using Genetic Sequencing - Nature World News - June 8th, 2022
- Did My Lifestyle or Genetics Cause ATTR-CM? Learning More About This Heart Condition That Often Goes Misdiagnosed - SurvivorNet - June 8th, 2022
- Your genes affect your education. Here's why that's controversial. - Big Think - June 8th, 2022
- Study mines cancer genetics to help with targeted treatment - ABC News - April 26th, 2022
- It's in the genetics - Deccan Herald - April 26th, 2022