Nutrigenomics
In trials, people on diets matched to their genes lost no more weight than others. What your genes can describe about food, and what a test can’t do.
By the GeneMatrix editorial teamUpdated 7 min read

In short
No. In trials, people on diets matched to their genes lost no more weight than people on diets that weren’t.[13][12][11] A DNA diet test can describe some food-related traits, such as lactose and caffeine, but it can’t choose your diet or predict your weight.
On this page
- Is there a DNA test for weight loss?
- Does your DNA affect your weight?
- Do diets matched to your genes work better?
- What can a DNA test say about your weight?
- What can a DNA test describe about food?
- Is lactose intolerance genetic?
- Is there a caffeine gene?
- What a nutrition gene result can’t tell you
- How GeneCore reads your diet traits
- What to do next
Is there a DNA test for weight loss?
No. In the trials so far, matching a diet to someone’s genes hasn’t helped them lose more weight. The clearest test of the idea is DIETFITS: 609 adults were randomly assigned to a healthy low-fat or a healthy low-carbohydrate diet for a year, and the researchers checked a three-variant gene pattern that had been proposed to show which diet suits whom. Weight change was similar on both diets, and the gene pattern didn’t show who would do better on either.[13]
Does your DNA affect your weight?
Yes, but in many small ways rather than one big one. A 2015 study of up to 339,224 people found 97 regions of the genome linked with body mass index (BMI). Together they explained about 2.7% of the differences in BMI between people, though common variants as a whole may explain more than 20%.[10]
The best-known gene is FTO. People with two copies of its common higher-BMI version weighed about 3 kg (6.6 lb) more, on average, than people with none.[9] That is an average across thousands of people, not a forecast for you.
The variant didn’t change how people responded to weight programs, either. When eight trials of diet, activity or medicine programs were pooled (9,563 people in all), people who carried the FTO variant saw the same changes in weight and waist size as people who didn’t.[11]
Do diets matched to your genes work better?
Not in the trials so far. Two of the best known tested the idea directly:
- Food4Me. Adults in seven European countries were randomly given general healthy-eating advice or personalized advice. Some personalized groups also had advice based on five diet-related gene variants. After six months, personalized advice changed diets more than general advice did, but adding the gene results made it no more effective. 1,269 people completed the trial.[12]
- DIETFITS. The year-long low-fat and low-carbohydrate trial above: people whose diet matched their gene pattern lost no more weight than people whose diet didn’t.[13]
In Food4Me, advice built on what people already ate did as well as advice that also used their genes. There was no evidence that adding gene results made the advice work better.[12] That is why we describe a DNA result as a picture of some of your traits, not a plan.
What can a DNA test say about your weight?
Little you can act on. Some tests report FTO or other body-weight variants, but each is linked with a small average difference across large groups, not with what you will weigh.[10]
What these tests mostly read is food. A nutrition DNA test, also sold as a nutrigenomics test, looks at a small set of variants that studies have linked with food-related traits. It reads the DNA you inherited, which stays the same through your life.
Tests like ours use genotyping: the lab checks selected variants, chosen in advance, at known places in your DNA. It doesn’t read whole genes. A result comes back in four steps:
- 1Your sampleYou collect a saliva sample at home and send it back.
- 2GenotypingThe lab reads which version of each selected variant you carry.
- 3Matching to researchEach result is matched to what genetic association studies of large groups of people have linked it with.
- 4Your reportYou read your result on each trait and what studies link it to, in plain language.
Your genes can describe how you tend to handle some foods. They can’t choose your diet for you.
What can a DNA test describe about food?
The clearest links are the ones where one gene does most of the work. Most traits are shaped by many genes, each with a small effect, plus what you eat and how you live. Here are five traits these tests often report, and how strong the evidence is for each.
| Trait | Genes | What studies link it with | How strong is the link? |
|---|---|---|---|
| Digesting lactose as an adult | LCT, controlled from inside MCM6 | Whether you keep making lactase, the enzyme that digests milk sugar, after infancy.[1] | Strong, though the variants that matter differ by ancestry.[3] |
| Clearing caffeine | CYP1A2 and AHR | How much caffeine people habitually take in.[5] | Moderate. Age, hormones, smoking and diet change how fast caffeine is cleared too.[4] |
| Vitamin D in the blood | GC, DHCR7 and CYP2R1 | Blood levels of vitamin D. People carrying more of these variants were more likely to have low levels.[6] | Moderate. Sun and diet matter too, and only a blood test shows your level.[6][7] |
| Digesting starch | AMY1 | How many copies you carry of the gene for amylase, an enzyme in saliva that helps digest starch. The number differs from person to person.[8] | Weak. Nearby variants only partly track the copy count, and a reported link with BMI didn’t hold up in a study big enough to find it.[8] |
| Body weight | FTO and many others | Small average differences in body mass index (BMI).[10] | Weak for any one person. The 97 best-known regions explain about 2.7% of the differences in BMI between people.[10] |
Our nutrition, supplement, athletic and wellbeing reports are for general wellness and information. The evidence behind these associations is less established than for our clinical panels, and these reports are not intended to diagnose, treat, cure or prevent any disease.

Is lactose intolerance genetic?
Partly. Babies make lactase, the enzyme that digests lactose, the sugar in milk. About 65% of people have a reduced ability to digest lactose after infancy.[1]
Whether you keep making lactase is set by a stretch of DNA that controls the LCT gene. It sits inside a neighboring gene called MCM6. Some people inherit changes there that keep lactase production going into adulthood, which is called lactase persistence.[1]
It varies a lot by ancestry. Lactase non-persistence affects 70 to 100 percent of people of East Asian descent, but only about 5 percent of people of Northern European descent.[1] Different variants do the same job in different places, too: the best-known one is common in Europe, while at least three others are linked with lactase persistence in East Africa.[3]
Is there a caffeine gene?
The closest thing is CYP1A2. It makes the enzyme that breaks down about 95% of the caffeine you take in.[4]
In a study of 47,341 people of European descent, variants near CYP1A2, and near AHR, a gene that controls it, were linked with how much caffeine people habitually took in.[5]
Genes are only part of the picture. Age, sex and hormones, smoking and diet all change how quickly caffeine is cleared.[4] A caffeine result describes a tendency, not how a particular cup will affect you.
What a nutrition gene result can’t tell you
- It isn’t a diagnosis. A trait result can’t tell you whether a food causes your symptoms or whether you have a health condition.
- It isn’t a diet or a weight plan. Adding gene results to diet advice hasn’t made it work better in trials.[12][13]
- It can’t measure your levels. Only a blood test shows your vitamin D level, for example.[7]
- Your life counts too. What you eat now, how active you are, your sleep, age, hormones and any medicines all shape these traits.
- Genotyping reads selected variants. It can miss variants it doesn’t look for, and the variants that matter can differ between ancestries.[3]
- Much of the research is in people of European descent. A link found in one group may not hold the same way in another.[5][6]
How GeneCore reads your diet traits
- One sample, one report. GeneCore reads diet, fitness and everyday health traits from one saliva sample and sets them side by side.
- The diet part. Selected variants studied in carbohydrates and fats, appetite, fullness and taste, caffeine and lactose.
- Traits, not a meal plan. Each line gives your result and what research associates with it. It won’t tell you what to eat.
- Want diet only? GeneDiet reads the diet area on its own.
Our nutrition, supplement, athletic and wellbeing reports are for general wellness and information. The evidence behind these associations is less established than for our clinical panels, and these reports are not intended to diagnose, treat, cure or prevent any disease.
What to do next
Want the background first? Read what nutrigenomics is, see how Nutrigenomics works at GeneMatrix, or find the test that fits you.
Sources
- [1]Lactose intolerance. MedlinePlus Genetics, U.S. National Library of Medicine. Accessed .
- [2]Definition & Facts for Lactose Intolerance. National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK). Accessed .
- [3]Convergent adaptation of human lactase persistence in Africa and Europe. Nature Genetics, 2007. Accessed .
- [4]Interindividual differences in caffeine metabolism and factors driving caffeine consumption. Pharmacological Reviews, 2018. Accessed .
- [5]Genome-wide meta-analysis identifies regions on 7p21 (AHR) and 15q24 (CYP1A2) as determinants of habitual caffeine consumption. PLoS Genetics, 2011. Accessed .
- [6]Common genetic determinants of vitamin D insufficiency: a genome-wide association study. The Lancet, 2010. Accessed .
- [7]Vitamin D Test. MedlinePlus, U.S. National Library of Medicine. Accessed .
- [8]Structural forms of the human amylase locus and their relationships to SNPs, haplotypes and obesity. Nature Genetics, 2015. Accessed .
- [9]A common variant in the FTO gene is associated with body mass index and predisposes to childhood and adult obesity. Science, 2007. Accessed .
- [10]Genetic studies of body mass index yield new insights for obesity biology. Nature, 2015. Accessed .
- [11]FTO genotype and weight loss: systematic review and meta-analysis of 9563 individual participant data from eight randomised controlled trials. The BMJ, 2016. Accessed .
- [12]Effect of personalized nutrition on health-related behaviour change: evidence from the Food4Me European randomized controlled trial. International Journal of Epidemiology, 2017. Accessed .
- [13]Effect of low-fat vs low-carbohydrate diet on 12-month weight loss in overweight adults and the association with genotype pattern or insulin secretion: the DIETFITS randomized clinical trial. JAMA, 2018. Accessed .
How we write and source these pieces: our editorial policy.
Related reading
- What is nutrigenomics? A plain-English guide to your genes and foodHow differences in your genes relate to the way your body handles food, and where the evidence stops.Updated October 1, 2026
- Fitness genes explained: what ACTN3 and other exercise genes can and can’t tell youACTN3 and ACE are linked with speed and endurance in groups of athletes, but they can’t pick your sport.Updated October 1, 2026
