A majority of the DNA that has been sequenced for research comes from donors of European ancestry. That causes a knowledge gap about the genome of people from the rest of the world.
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Among various things that unite humans around the world, the DNA sequence hovers at the top: a whopping 99.9% of human DNA sequences are identical among people.
Gregor Mendel, a monk and scientist whose 200th birthday is this Wednesday (July 20), proposed that certain "invisible factors" were responsible for the various characteristics we display. Today, we know that these factors are genes, which make up our DNA, or deoxyribonucleic acid.
This acid molecule gives genetic instructions to living beings. If humans share so much of the same DNA, why is diversity important in the context of DNA sequencing?
To understand that, we have to shift our focus to the 0.1% of the difference in the human DNA sequences. The seemingly small difference stems from variations among the nearly 3 billion bases (or nitrogen-based compounds) in our DNA.
All the dissimilarities we know between different humans, including hair or eye color or the height of a person, are due to these variations.
However, over the years scientists found that these variations could also give us vital information on a person's or a population's risk for developing a specific disease.
We can then use the risk assessment from the genetic data to design a health care strategy that is tailored to the individual.
Genetics and disease risk assessment
Many of us have had the experience of filling out forms at the doctor's office that ask us about the different diseases that have affected our parents or relatives. You are warned to stay away from sweets and processed sugars if a parent was diabetic, for example.
While transfer of heart diseases, cancer or diabetes between one generation to another is known more commonly, there are many more diseases that can be inherited genetically.
For example, we know that sickle cell anemia occurs when a person inherits two abnormal copies of the gene that makes hemoglobin, a protein in our red blood cells, one from each parent.
In recent decades, genetic research has advanced to the point that scientists can isolate the genes responsible for many of these diseases.
Here's the catch: We know this correlation between genes and diseases for a very restricted population.
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Eurocentric data
Sarah Tishkoff, a geneticist and evolutionary biologist at the University of Pennsylvania in the US, is one of many in the scientific community pushing for more diverse genomic datasets.
"Let's say that a study focused on people with European ancestry identifies genetic variants associated with risk for heart disease or diabetes, and uses that information to predict risk for disease in patients not included in the original study," said Tishkoff.
"We know from experience that this prediction of disease risk doesn't work well when applied to individuals with different ancestries, particularly if they have African ancestry."
Historically, the people who have provided their DNA for genomics research have been overwhelmingly of European ancestry, "which creates gaps in knowledge about the genomes from people in the rest of the world," according to the National Human Genome Research Institute in the US.
The institute states that 87% of all the genome data we have is from individuals of European ancestry, followed by 10% of Asian and 2% of African ancestry.
As a result, the potential benefits of genetic research, which includes understanding early diagnoses and treatment of various diseases, may not benefit the underrepresented populations.
Lack of equitability in treatment
The problem does not stop with disease risk assessment. It permeates the space of equitable health care as well, said Jan Witkowski, a professor from the Graduate School of Biological Sciences at the Cold Spring Harbor Laboratory in the US state of New York.
"Say you have two groups: group A and group B, who are very different. The knowledge and information you learn about people in group A may not apply to people in group B. But imagine developing medical treatments based on information from just group A for everyone," he said, adding, "it is not going to work on group B."
By including diverse populations in genomic studies, researchers can identify genomic variants associated with various health outcomes at both the individual and population levels.
The National Human Genome Research Institute also states, however, that diversifying the participants in genomics research is an expensive affair and requires the establishment of trust and respectful long-term relationships between communities and researchers.
From the fingerprint to biometric data
125 years ago an Argentinian criminologist systematically took fingerprints of prisoners. Today there is a wealth of biometric information which police officers can collect: DNA, sounds, pictures and data.
Image: arfo - Fotolia.com
A standard in modern forensics for 125 years
In 1891, a Croatian born, Argentine criminologist, Juan Vucetich, started building up the first modern-style fingerprint archive. Since then, fingerprints have become one of the main forms of evidence used to convict criminals. Here, a police officer spreads dust on the lock of a burglarized apartment. Fingerprints become visible.
Image: picture-alliance/dpa
Archiving and comparing prints
He uses an adhesive film to capture the fingerprint. Then he glues it to a piece of paper. In the past, comparing fingerprints was a painstaking affair. Officers had to compare fingerprints found at the scene of a crime, one-by-one, with those of possible suspects. These days computers do the job.
Image: picture-alliance/dpa
No more ink
Taking fingerprints used to be a messy affair - with ink and dirty hands. These days scanners have replaced the inky mess. And the data can immediately be sent to a database and turned into biometrical data.
Image: picture alliance/dpa/P. Endig
Fingerprints form an identity
The computer identifies typical spots within the ridge patterns of the fingerprint. These include forks in the lines, spots and the location of the center of the print. Fingerprints are never the same between two people - not even with identical twins.
Image: itestro/Fotolia.com
Vote early and vote often!
No chance! Here, officials use fingerprint scanners during an election in Nigeria. It's how they make sure the people voting are registered voters and that they only vote once.
Image: APC Presidential Campaign Organisation
Who entered Europe where?
This is an important question for officials who have to decide about the refugee or asylum status of applicants. In the European Union all migrants are supposed to have their fingerprints taken at the first point of entry - provided, of course, the local police officers are equipped with the scanners.
Image: picture-alliance/dpa/A. Weigel
Hands off! It's my data!
Many smartphones now come with fingerprint recognition software, such as the iPhone's Touch-ID. The owner of the phone unlocks it with his fingerprint. If someone else finds or steals the phone, they have no way of getting at any encrypted data within.
Image: picture-alliance/dpa Themendienst
Secure ATM banking
This is an Automatic Teller Machine (ATM) in the Scottish town of Dundee. Customers wanting to withdraw money need to show biometric proof of identity - in the form of a fingerprint. Not good news for pickpockets.
Image: picture-alliance/dpa
Fingerprint inside the passport
Since 2005, German passports, and many other passports, contain a digital fingerprint as part of the biometric information stored on a RFID (radio-frequency controlled ID) chip. Other information on the chip includes a biometric passport photo. The facial image is similar to fingerprints: no two images are alike.
Image: picture-alliance/dpa/P. Grimm
When computers recognize faces
Facial recognition software, which uses biometrics, is well advanced. It is possible to identify suspects within large crowds, with surveillance cameras. Also internet services and private computer owners are increasingly making use of facial recognition software to sort holiday pictures and tagging them to names.
Image: picture-alliance/dpa
The inventor of the genetic fingerprint
Alec Jeffreys discovered DNA-fingerprinting almost accidentally in 1984 during research at the University of Leicester. He identified a specific pattern on DNA segments, which were different for every human. He created a picture, which looks like a barcode at the supermarket.
Image: picture-alliance/dpa
A barcode for every human
Germany's Federal Criminal Police Office (BKA) started storing such barcodes in a federal database in 1998. Investigators have since solved more than 18,000 crimes, using genetic fingerprints.
Image: picture-alliance/dpa
Clearing the innocent
It's not just criminals who get identified. Many innocent people can be cleared of criminal charges through good identification. For some, technology has saved their lives. Kirk Bloodsworth spent almost nine years on death row. The US Innocence Project has proved the false incarceration of more than 100 people using DNA evidence.
Image: picture-alliance/dpa
Clarity for victims' families
The first big test for DNA-fingerprinting came with the mass murder of Srebrenica. Bodies, exhumed from mass graves, were systematically identified using DNA techniques. They were then reburied by their loved ones. Here, five year old Ema Hasanovic pays last respects to her uncle. More than 6,000 victims of the massacre - mostly men - were identified using DNA-fingerprinting.
Image: picture-alliance/AP Photo/A. Emric
Biometric data on your phone and computer
You may be surprised, but there's biometric information in sounds and other digital data. Voice recognition software can, for instance, identify people making threatening phone calls - the human voice is also unique. And don't forget: we leave all kinds of digital traces on the internet, which hold clues to who we really are.