Coffee habits: Study reveals genetic and environmental factors shaping consumption and health risks
This kind of research is useful, but it is easy to overread. A genetic link to coffee intake does not mean coffee itself is the driver of later health outcomes. The study is better understood as evidence that caffeine preference and drinking patterns are partly shaped by inherited biology, which then interacts with taste, sleep needs, stress, and local drinking culture. That makes the signal interesting, but not a simple verdict on coffeeโs health effects.
The biggest takeaway may be methodological. When two large datasets ask different questions about coffee, the results can diverge in ways that reflect survey design rather than biology. One group may be counting only caffeinated cups, while another includes decaf and different serving styles. For readers, that is a reminder that nutrition research often depends on how behavior is measured, not just how many people are studied.
For everyday decision-making, the practical question is not โIs coffee good or bad?โ It is whether coffee fits an individualโs sleep, anxiety, blood pressure, digestion, and added-sugar intake. Genetics may help explain why some people drink more, but it does not automatically tell us which coffee habit is healthiest. The most defensible conclusion is modest: coffee use is partly biological, yet its health impact remains shaped by context, dose, and what is added to the cup.
The surveys did not account for how people consume coffee beyond the decaffeinated version.โItโs common to combine similar datasets in this field to increase study power. This information paints a fairly clear picture that combining these two datasets was really not a wise idea, and we didnโt end up doing that.โ She notes that combining the databases might conceal effects, leading the research to false conclusions โ or results that cancel each other out.
Sandra Sanchez-Roige, an associate professor in the UCSD School of Medicine Department of Psychiatry, says the researchers know how the results differed. In some instances, the questions posed in both surveys differed in some instances, making the comparison vague.
For example, the 23andMe survey asked: โHow many cup-sized servings of caffeinated coffee do you consume each day?โ On the other hand, the UK Biobankโs question on coffee consumption was: โHow many cups of coffee do you drink each day, including decaf?โ
The surveys did not account for how people consume coffee in both locations beyond the decaffeinated version. For example, Thorpe explains that while the UK has an appetite for instant coffee, coffee drinkers in the US prefer ground beans.
โThen there are the frappuccinos,โ Sanchez-Roige adds, invoking the popular American way of havingย coffee loaded with added sugarย and other sugar-laden flavored additives.
But what is interesting about the survey, the researchers say, is that it reflects how different consumers drink coffee across cultures.
Future research
Palmer states that genetics shape a lot of things, like height. โAnd those kinds of things probably would play out very similarly whether you lived in the US or the UK. But coffee is a decision that people make.โ
This implies that a person in the US with a given genotype might have a different phenotype than someone living in the UK.
โAnd thatโs really what the data tell us,โ says Sanchez-Roige. โBecause unlike height, where your behavior doesnโt really have much to do with it, your behavior and the choices youโre making in your environment play out in various ways. So the interaction between genotype and environment complicates the picture.โ
The scientists urge more investigation to decode the relationships between genetics and the environment, highlighting that further research can include substance-use issues.
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