DNA Stories Living with Genes

7 Reasons Why Your DNA Report May Feel Inaccurate!

Most DNA reports are quite accurate, but things can sometimes get weird.

Cedric Lee

Founder and CEO, ConnectingDNA · · 9 min read

Editor's note. This issue first ran in October 2023 and keeps the voice it was written in. We are more careful today about what a DNA test can tell you, and What your DNA can and cannot tell you sets out where we stand.

Imagine the excitement of receiving your long-awaited DNA test results.

You eagerly scroll through pages of your DNA report, hoping to uncover hidden connections to royalty or maybe even a genetic superpower that allows you to indulge in endless hamburgers without getting fat. But then, something curious happens. Your results seem inaccurate, leaving you scratching your head and wondering, “Is my DNA report just a load of nonsense?”

A startled man holding a tablet beside a DNA report page that rates his obesity potential as low risk
Some consumers may find certain results from their DNA report to be different from reality. But before we dismiss the results, we need to understand the nuances of why there may be discrepancies. Source of DNA report template from Imagene Labs.

Fear not, for you are not alone in this perplexing journey of self-discovery. As someone who has given his genetic sample (yes, my saliva) to numerous consumer DNA companies, I have come to realise that the world of genetic self-discovery is far from straightforward. It is rife with intricacies and nuances that can lead to unexpected results, leaving you questioning the very essence of your genetic makeup.

In this article, we will delve into 7 intriguing reasons why your DNA test results might make you doubt their accuracy, and perhaps even your genes.

1. Saliva Quality Matters

Foreign particles from food, liquids, toothpaste, or even tobacco by-products can mask your DNA, resulting in a degraded sample that is unsuitable for testing.

One of the most critical factors affecting the accuracy of DNA test results is the quality of the sample you provide. Your saliva contains valuable genetic material that holds the key to unlocking your genetic insights. However, submitting a contaminated sample can lead to inaccurate results.

A man spitting into a sample tube beside a woman having the inside of her cheek swabbed
There are 2 main ways for consumer DNA testing companies to collect your genetic sample: the spit and the swab. Image source from Google.

Foreign particles from food, liquids, toothpaste, or even tobacco by-products can mask your DNA, resulting in a degraded sample that is unsuitable for testing. To ensure the highest accuracy, it is crucial to refrain from consuming anything at least an hour before collecting your DNA sample. This short period of abstinence allows your saliva to return to its natural state, free from contaminants that might have entered your mouth during your daily activities.

By starting with a pristine sample, you significantly increase the chances of obtaining accurate and reliable DNA test results. So, take a moment to ensure that your saliva sample is as pure as possible.

2. Cheap Isn’t Always Good

Unaccredited laboratories may sacrifice quality in their pursuit of affordability, lacking the facilities and knowledge required to conduct a comprehensive and precise genetic analysis.

The surge in consumer genetic testing has flooded the market with various providers offering tests at different price points. While the allure of a budget-friendly option can be tempting, remember the age-old adage, “You get what you pay for.” This wisdom holds truer than ever in the realm of genetic testing.

One of the primary pitfalls of opting for a cheap genetic testing option lies in the potential lack of accreditation of the laboratory conducting the analysis. Accredited laboratories undergo stringent evaluations, ensuring that they possess the necessary equipment, expertise, and quality control measures to deliver accurate and reliable results.

A scientist in a protective suit at a microscope in a laboratory, beside an Accredited stamp
Accredited DNA companies follow a proper chain of protocols that ensures your DNA samples are properly gathered and moved. This improves accurate and rapid diagnostics and reduction of errors in the laboratory process. Image source from DNA Forensics Laboratory.

Conversely, unaccredited laboratories may sacrifice quality in their pursuit of affordability, lacking the facilities and knowledge required to conduct a comprehensive and precise genetic analysis. This can result in potential inaccuracies, incomplete information, or even misinterpretation of your genetic data.

So, when it comes to your DNA, prioritise quality testing from a reputable DNA company. Remember that the cost should never compromise the accuracy and reliability of your results.

3. Stick To Your Gene Pool

While we are genetically 99.9% similar, the remaining 0.1% varies between populations, and that can create variations in accuracy.

DNA testing companies rely on reference datasets to create their interpretative algorithms for DNA testing. These datasets are often based on the population from the country where the company is located. For example, a DNA company headquartered in Europe might use a European (Caucasian) gene pool as a reference for their DNA interpretative formulas. Conversely, a Chinese DNA company would draw from a Chinese gene pool.

Five portraits side by side of women from different ethnic backgrounds
Many differences between ethnic groups have been observed, such as skin colour, eye colour, height, susceptibility to some diseases, and response to certain drugs. Image generated from Midjourney.

While we are genetically 99.9% similar, the remaining 0.1% varies between populations, and that can create variations in accuracy. For example, if a European-based DNA testing company conducts a DNA test for an Asian individual, slight inaccuracies may emerge for specific traits.

To enhance the accuracy of your DNA test, it is wise to follow the traditional saying that “birds of the same feather (or genes) should flock together”. Over time, these discrepancies tend to decrease as DNA companies expand their genetic databases across different countries, enabling more accurate DNA matches across diverse racial groups.

4. Different Companies, Different Markers

Different DNA companies employ their proprietary algorithms for genotyping, and these variations in methodologies can lead to discrepancies in your DNA analysis.

Most consumer DNA test companies focus on specific genetic markers known to contain variations associated with traits, ancestry, and health conditions. This method is referred to as genotyping.

Strands of DNA with single positions along them circled
Genotyping is the process of determining the DNA sequence, called a genotype, at positions within the genome of an individual. Sequence variations can be used as markers in linkage and association studies to determine genes relevant to specific traits. Image source from Illumina.

Different DNA companies employ their proprietary algorithms for genotyping, and these variations in methodologies can lead to discrepancies in your DNA analysis. For instance, one DNA company might report a 10% predisposition to a specific trait, while another may suggest a 15% predisposition because they have analysed a different variant genetic marker using an alternative formula.

While these differences in interpretation are not inaccuracies, they can contribute to variations in your DNA test results across different companies.

5. Nature X Nurture

If your results don’t align with your expectations, it might not be an inaccuracy but rather the nuanced interplay of genetic inheritance and environmental factors.

Your DNA can provide insights into your natural predispositions, but it is important to remember that your life choices and experiences significantly influence how these genetic traits manifest in reality.

Two twin sisters standing arm in arm beside a tree, one heavier than the other
Twins who are 100% genetically identical may develop different appearance and personalities based on environmental and lifestyle differences. Image source from Unsplash.

For example, if your DNA report suggests you have a low tolerance for alcohol, you can still develop a high tolerance if you have grown up drinking alcohol with friends who love it. Similarly, if your DNA predicts you will have a full head of hair, you can still experience hair loss if you have used damaging hair products throughout your life.

If your results do not align with your expectations, it might not be an inaccuracy but rather the nuanced interplay of genetic inheritance and environmental factors.

6. Genetic Knowledge Evolves

Over time, genetic researchers uncover new genes, associations, and mechanisms, reshaping our comprehension of genetic influences on traits, health conditions, and ancestry.

Our understanding of genetics is a constantly evolving field. New research and discoveries are made regularly, leading to updates in the interpretation of genetic data.

A magnifying glass held over a DNA double helix
DNA analysis techniques have progressed multiple times over the years as technology advances and facilitates more information with less (and even degraded) starting material. Image source from Freepik.

Over time, genetic researchers uncover new genes, associations, and mechanisms, reshaping our comprehension of genetic influences on traits, health conditions, and ancestry. Leading consumer DNA testing companies often offer dynamic updates of your DNA report, incorporating the latest advancements in genetic science and discovery. This means that if new genetic markers related to traits or health conditions are identified, your DNA report can be updated automatically without the need for retesting.

If you ever doubt the accuracy of your DNA report, it is wise to enquire with your DNA testing provider about the frequency of their research updates and whether they offer dynamic updates to their DNA testing services.

7. Shit Happens Sometimes

Sample contamination, data mix-ups, or glitches in laboratory equipment can come into play and affect the accuracy of your genetic test results.

Genetic testing is highly automated and precise, but it is not entirely immune to human error. Occasionally, a lab technician may inadvertently introduce contaminants into your DNA sample, or your DNA swab may be mistaken for another person’s sample. These and other factors can occasionally impact the accuracy of your genetic test results.

A pipette dispensing into a tray of sample tubes in a laboratory
Sample to sample contamination occurs by transferring a small amount of one sample into another. Common sources include incorrect handling techniques, reagents, and disposable supplies. Image source from Unsplash.

However, it is important to remember that these errors are the exception rather than the rule. The vast majority of genetic tests yield reliable and scientifically sound results, and reputable testing companies have stringent quality control measures in place to minimise such errors.

If you suspect a genuine mistake or anomaly in your results, it is always a good idea to reach out to the testing company for clarification or even request a retest.

Are DNA Test Results Accurate?

DNA tests can be highly accurate when conducted by reputable laboratories and for well-established purposes, such as paternity testing and medical genetic testing. However, as outlined above, the accuracy can vary depending on the type of test and the specific markers being examined.

The world of consumer DNA testing is a thrilling journey that offers profound insights into our genetic heritage and potential. However, it is essential to approach the results with a balanced perspective, recognising the inherent complexities of genetics and the interplay between nature and nurture.

Instead of dismissing your DNA report as nonsense, embrace it as an invitation to a fascinating adventure of self-discovery. Genetics, much like life itself, is a mixture of complexity and unpredictability.

A young man and an older man facing each other in profile, the same face at two ages
Genetics and lifestyle affect how we age. From Midjourney AI.

So, use your DNA results as a launchpad for exploration and consider seeking guidance from genetic counsellors and professionals to decode the genetic mysteries that make you uniquely you. After all, it is your genetic quirks that add flavour to your life’s story. Let your genetic adventures continue!


A report on its own is a PDF. The Bio-Profile is what happens when somebody reads it for you, and Why DNA explains why the reading matters more than the number.

Cedric Lee

Cedric Lee

Founder and CEO, ConnectingDNA

Cedric has spent over twenty years in healthcare, wellness and technology, and has taken his own DNA test with more consumer labs than he cares to admit. He writes the Living with Genes newsletter and founded ConnectingDNA to turn genetic reports into something a person can act on.

Connect on LinkedIn ↗

First published on Living with Genes, Issue 2. Rewritten and brought up to date for this site.

Know someone who should read this?
Know someone who should read this?

Keep reading

All stories →

What your DNA can and cannot tell you

A short, honest list of what a wellness test can and cannot do.

5 Aug 2026 · 4 min read

DNA-Archetypes: the profiler for your body

Four-letter tests give you 16 types. Adding the body makes 32.

18 Jun 2026 · 5 min read

Your Genes Might Make You Secretly Heroic And Selfless

Heroes may not just be the stuff of legends. In fact, the potential for heroism and selflessness may lie hidden within us.

12 Feb 2024 · 6 min read

Get Cheat Codes To Aging And Longevity By Using Your Genes!

Everybody have a biological clock counting down to the end. What if we can slow down, or even reset that clock?

18 Dec 2023 · 7 min read

The Genetic Symphony Between Chromosomes, Genes, And DNA

What do music and DNA have in common? If they aren't composed properly, you won't enjoy your life.

4 Dec 2023 · 6 min read

Are Insurance Companies Using Your Genetic Data?

Well, they probably are, but NOT in the way you think.

25 Nov 2023 · 7 min read

DNA Testing VS Health Screening Checkup: A Pilot's Perspective

Like water and oil: they flow the same, yet are totally different.

20 Nov 2023 · 5 min read

5 Reasons To Consider A DNA Test: Unlock Your Potential!

Knowing yourself inside-out helps you appreciate life more.

13 Nov 2023 · 7 min read

Giving Our Children A Brighter Future. From Genes To Geniuses!

Raising kids is hard. But if we know our child's natural talents and traits, things might get a lot clearer, and easier.

6 Nov 2023 · 5 min read

Your Genes Have An Impact, It's A Multiplier!

Don't let your genes control you. Learn to control them!

24 Oct 2023 · 8 min read

Consumer VS Medical DNA Testing: Unveiling Your Genetic Code!

Helping you dissect the best options you can have for your precious saliva sample.

9 Oct 2023 · 5 min read

Why you shouldn't upload your DNA report to ChatGPT

The same applies to Claude, Gemini and other public AI.

26 Sept 2026 · 6 min read

I have a DNA report. So what?

You read your DNA report once, then forgot it. Here is what it is for.

9 Jul 2026 · 7 min read

Cedric Lee's third year as top Genetics Influencer

Three years first in Singapore. Now third in the world.

23 Jun 2026 · 2 min read

ConnectingDNA awarded ISO 27001 certification

Independent proof that your DNA data is kept safe.

7 Apr 2026 · 2 min read

ConnectingDNA joins Google Cloud startup programme

More computing power behind every answer about your DNA.

12 Jan 2026 · 2 min read

How 30 years of eczema led to ConnectingDNA

One DNA test found the answer, and started a company.

15 Dec 2025 · 5 min read

Gurmit Singh, Healthy Ageing Ambassador

Healthy ageing gets a voice all of Singapore knows.

27 Nov 2025 · 2 min read

ConnectingDNA opens operations office at BLK73

A new home for the team building your Bio-Profile.

10 Nov 2025 · 2 min read

We tell every hire our culture isn't for everyone

Changing the world takes a little bit of crazy.

23 Sept 2025 · 3 min read

ConnectingDNA launches AI DNA-Wellness marketplace in beta

Try the next step for your DNA report early, and help shape it.

15 Sept 2025 · 2 min read

Your genes don't care about wellness trends

The wellness jungle is loud. We're here to map it.

9 Aug 2025 · 4 min read

ConnectingDNA invited to Perth by WA Government

Western Australia came calling. Perth could be next.

29 Jul 2025 · 2 min read

ConnectingDNA selected for Meta Llama initiative

Picking the AI that makes your DNA report make sense.

22 Apr 2025 · 2 min read

ConnectingDNA selected for BLOCK71 Silicon Valley programme

Taking DNA-guided wellness into the toughest room in tech.

25 Nov 2024 · 2 min read

Cedric Lee named top Biology Influencer in Singapore

Plain-English genetics, ranked first in Singapore.

12 Nov 2024 · 2 min read

ConnectingDNA raises US$550,000 in pre-seed funding

Investors are betting on a DNA report you will actually use.

23 Oct 2024 · 1 min read

ConnectingDNA selected by Microsoft and NUS for Gen AI programme

Why the AI reading your DNA has Microsoft in its corner.

1 Apr 2024 · 2 min read

What Is Your Hair Destiny? The Hairy Truth About Balding.

From full hair to farewell hair. Do you embrace fate or fight back? Unlock the secrets to your hair's (possible) demise.

25 Mar 2024 · 5 min read

Grow Bigger Muscles With Your Genes? Yes You Can!

Don't sweat the bench-press, outsmart it! Learn how your genes can help you hack your way to a dream physique.

11 Mar 2024 · 5 min read

Are You Born A Fighter, Or A Thinker? Your Genes Tell The Story

Challenges in life (and work) are inevitable, but whether we fight on, overthink, or give up can be related to our genes.

26 Feb 2024 · 5 min read

When Bread Betrays You. How To Deal With Gluten Intolerance!

If you are bothered by persistent health issues, the sneaky villain could be in some of the foods you love to eat.

29 Jan 2024 · 8 min read

If You Are Asian, And Overweight? Blame Your Ancestors.

You are born a lean, mean, fat-storing machine, and it's all due to the ancestral genes passed down from your forefathers.

15 Jan 2024 · 4 min read

5 Ways Your Genes Make You Overeat, And Hard To Lose Weight!

Want to stay lean after all your festive feasting? You should first find out how your body works.

2 Jan 2024 · 6 min read

Don't Have The Highest IQ? You Can Still Be Damn Smart!

Honestly, I don't think I have super high IQ. But many of my peers still think I am damn smart.

26 Dec 2023 · 6 min read

Your Heart Is Like A Car Engine. Unleash Its Power!

Some hearts are built like a F1 engine, while others can only power a lawnmower. Which one is yours?

30 Oct 2023 · 9 min read