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Bitter Beverage Consumption

Bitter beverage consumption refers to the regular intake of drinks characterized by a bitter taste profile, a fundamental human taste sensation often associated with the presence of various compounds. While bitterness can signal potential toxicity as an evolutionary protective mechanism, it is also a defining characteristic of many widely consumed beverages globally, including coffee, tea, beer, and grapefruit juice. Understanding the factors that influence an individual’s preference for and consumption levels of these beverages is crucial due to their pervasive presence in daily diets and their established links to human health. Large-scale genetic studies, such as genome-wide association studies (GWAS), are increasingly employed to uncover the genetic underpinnings of these complex dietary behaviors, moving beyond mere taste perception to directly assess real-world consumption patterns, which holds more direct public health implications.[1]

Research indicates a significant genetic component to bitter beverage consumption. Studies have estimated the SNP-heritability of bitter beverage consumption to be up to 0.16, with bitter non-alcoholic beverages showing the highest heritability.[1]Genetic variants influencing the consumption of bitter beverages are often linked to the metabolism of specific constituents rather than solely taste perception. For instance, loci associated with overall bitter beverage consumption have been mapped to genes implicated in caffeine pharmacology, such asAHR at 7p21.1 (rs4410790 ) and CYP1A1/2 at 15p24.1 (rs2472297 ).[1] Other genes like GCKR, ABCG2, and PORare also associated with coffee consumption or plasma caffeine metabolites. For bitter alcoholic beverages, genes such asGCKR, KLB, and ADH1Bhave been linked to total alcohol consumption. Furthermore, genetic variants related to obesity, includingFTO at 16q12.2 (rs55872725 ), SEC16B, TMEM18, AKAP6, and MC4R, also appear as predominant determinants of bitter beverage consumption.[1]

The consumption of bitter beverages has been extensively studied for its health benefits and risks. Genetic insights into bitter beverage intake can inform the causal role these beverages play in health and help identify population subgroups potentially more susceptible to the health consequences of regular consumption.[1] For example, the association of the FTOgene, known for its role in obesity, with coffee and sugar-sweetened beverage consumption highlights a connection between genetic predispositions for certain beverage choices and metabolic health.[1] An inverse association between the BMI-increasing T allele of FTO (rs55872725 ) and sugar-sweetened beverage consumption has been observed, indicating complex genetic interactions.[1]Understanding these genetic determinants can contribute to more personalized dietary guidance and public health interventions aimed at mitigating risks or promoting the benefits associated with specific beverage consumption patterns.

Beyond biological factors, social, cultural, and environmental influences significantly shape bitter beverage consumption patterns. Cultural differences in beverage habits, such as tea consumption, can vary widely across populations.[1] While dietary assessment tools, including self-reported intake, are subject to error, beverages like coffee, tea, and alcoholic drinks are often among the most accurately recalled dietary components.[1]The interplay between genetic predispositions and these strong environmental effects means that a comprehensive understanding of bitter beverage consumption requires considering both aspects. Insights gained from genetic studies, particularly those involving diverse populations, must be interpreted cautiously when generalizing to non-European ancestries due to potential differences in genetic architecture and environmental exposures.[1]

Methodological and Statistical Considerations

Section titled “Methodological and Statistical Considerations”

Despite leveraging a substantial discovery cohort, the study encountered difficulties in fully replicating all initial findings, particularly for total sweet beverage consumption and associations with certain bitter taste receptor genes likeTAS2R31 and TAS2R38.[1]This challenge in replication within smaller Stage 2 cohorts was potentially compounded by the use of different dietary assessment tools and distinct cultural beverage consumption behaviors between the UK and US populations.[1]Furthermore, the proportion of phenotypic variance explained by the identified replicated genetic loci was modest, generally 1% or less, which, while comparable to other complex behavioral traits, underscores the highly polygenic and multifactorial nature of beverage consumption.[1] Although the dietary assessment tools employed in the cohorts were validated, the inherent error associated with self-reported dietary intake, even for commonly consumed beverages such as coffee and tea, could introduce variability and impact the precision of consumption data.[1]

A notable limitation of the research is its primary focus on participants of European ancestry, which inherently restricts the direct generalizability of these genetic findings to more diverse global populations.[1]Variations in genetic backgrounds and cultural practices across different ancestries could significantly alter the genetic landscape influencing beverage consumption, thus requiring caution when extrapolating these results outside the studied population.[1] Additionally, the categorization of beverages as “bitter” or “sweet” was based on self-recalled taste intensity from a prior study, rather than objective, direct measures of taste perception.[1] This approach may not fully capture the nuanced individual differences in taste sensitivity to specific compounds, and the extent to which genetic discoveries from taste perception studies, which often use isolated chemical stimuli, translate to actual consumption of real-world beverages remains largely unexplored.[1]

The SNP-heritability estimates for bitter and sweet beverage consumption were relatively low, typically 0.16 or less, which stands in contrast to the higher heritability estimates (ranging from 0.3 to 0.7) reported in twin studies for taste perception or preferences.[1] This disparity points towards a substantial “missing heritability” not accounted for by common genetic variants, suggesting that other factors, such as rare genetic variants, structural variations, or complex gene-environment interactions, may contribute significantly to the unexplained variance.[1]Moreover, strong environmental influences, encompassing demographic, social, occupational, and cultural factors, are likely to exert profound effects on an individual’s beverage consumption patterns, potentially obscuring the underlying genetic contributions.[1]Intriguingly, the study itself indicates that genetic variants primarily related to coffee metabolism, alcohol consumption, and obesity—rather than established taste transduction pathways—were the predominant genetic determinants of bitter and sweet beverage consumption, highlighting a complex interplay of metabolic and behavioral genetic influences that extend beyond simple taste perception.[1]

Genetic variants play a significant role in shaping individual preferences and consumption patterns of bitter beverages, often by influencing metabolic pathways or cellular responses to bitter compounds. The cytochrome P450 enzymes, particularly those in the CYP1Afamily, are central to the metabolism of xenobiotics, including caffeine, and thus strongly influence bitter beverage intake. Thers2472297 variant, located within the CYP1A1-CYP1A2locus, has been significantly associated with total bitter and total sweet beverage consumption, demonstrating opposing effects.[1] This variant, along with the Aryl Hydrocarbon Receptor (AHR) variant rs4410790 and the Cytochrome P450 Oxidoreductase (POR) variant rs17685 , were among five independent single nucleotide polymorphisms (SNPs) consistently linked to total bitter beverage consumption.[1] AHR is a transcription factor that regulates CYP1A1 and CYP1A2 expression, while PORprovides essential electrons for their activity, highlighting a coordinated genetic influence on the processing of bitter compounds and caffeine.

Further contributing to the genetic landscape of bitter beverage consumption are variants impacting metabolic regulation and transport. TheGCKRgene, encoding glucokinase regulator, is involved in glucose metabolism, and its variantrs1260326 has been replicated as a determinant of total bitter beverage consumption.[1] This GCKR variant is also associated with bitter alcoholic beverages and has been linked to both coffee and total alcohol consumption in prior studies.[1] Additionally, the ABCG2gene, which codes for an ATP-binding cassette efflux transporter, impacts the disposition of various compounds, including caffeine. Thers1481012 variant in ABCG2has been identified as a replicated locus for total bitter beverage consumption and is also associated with coffee consumption and plasma caffeine metabolites.[1] These associations underscore how genetic variations in metabolic and transport pathways can collectively influence an individual’s propensity to consume bitter beverages.

Beyond these well-established associations, other genetic variants may contribute to the complex interplay of bitter beverage consumption through diverse cellular functions. For instance, thers56113850 variant in the CYP2A6 gene, another cytochrome P450 enzyme, is primarily known for its role in nicotine metabolism, but its broader involvement in xenobiotic processing suggests a potential indirect influence on the metabolism of other bitter compounds found in beverages. Similarly, rs5758274 in RANGAP1 (Ran GTPase Activating Protein 1), a gene critical for nucleocytoplasmic transport, and rs7693253 within the KRT18P25-N4BP2 locus, which involves a pseudogene and a protein involved in ubiquitination, may affect cellular signaling or structural integrity relevant to overall physiological responses.[1] Variants like rs1808056 in PCMTD2, involved in protein repair, and rs1393320 in the EPHB1-SDHBP1 region, which includes a receptor tyrosine kinase involved in cell communication, illustrate the broad genetic underpinnings that can modulate various biological processes, potentially influencing taste perception, metabolism, or behavioral patterns related to beverage choices.[1]

RS IDGeneRelated Traits
rs2472297 CYP1A1 - CYP1A2coffee consumption, cups of coffee per day
caffeine metabolite
coffee consumption
glomerular filtration rate
serum creatinine amount
rs4410790 AHRcoffee consumption, cups of coffee per day
caffeine metabolite
coffee consumption
cups of coffee per day
glomerular filtration rate
rs17685 PORcoffee consumption, cups of coffee per day
coffee consumption
cups of coffee per day
bitter beverage consumption
coffee consumption , tea consumption
rs1260326 GCKRurate
total blood protein
serum albumin amount
coronary artery calcification
lipid
rs56113850 CYP2A6nicotine metabolite ratio
forced expiratory volume, response to bronchodilator
caffeine metabolite
cigarettes per day
tobacco smoke exposure
rs5758274 RANGAP1bitter beverage consumption
rs7693253 KRT18P25 - N4BP2bitter beverage consumption
bitter non-alcoholic beverage consumption
rs1481012 ABCG2urate
coffee consumption, cups of coffee per day
gout
body mass index
response to statin, LDL cholesterol change
rs1808056 PCMTD2bitter beverage consumption
bitter non-alcoholic beverage consumption
rs1393320 EPHB1 - SDHBP1bitter beverage consumption

Bitter beverage consumption refers to the habitual intake of beverages characterized by a predominantly bitter taste, as determined by self-recalled taste intensity.[1] Operationally, this trait includes specific categories such as coffee, tea, grapefruit juice, and various bitter-tasting alcoholic beverages like beer, cider, red wine, and liquor.[1] approaches typically involve dietary intake questionnaires, such as the WebQ, or 24-hour recalls, where consumption is quantified as servings per day.[1]A standardized serving size can vary by beverage type, for instance, one cup for coffee or tea, one medium glass for fruit juice or wine, one shot/measure for liquor/spirits, or one pint/bottle/can for beer and carbonated beverages.[1]The study of beverage consumption, as opposed to taste perception or liking, holds direct public health implications, given that the intake of certain bitter beverages is linked to the development of major chronic diseases.[1]

Classification and Subtypes of Bitter Beverages

Section titled “Classification and Subtypes of Bitter Beverages”

Bitter beverages are broadly classified into “total bitter beverages” for primary analysis, encompassing all aforementioned bitter categories.[1] This overarching category is further stratified into key sub-phenotypes to allow for more granular analysis of genetic associations. These sub-phenotypes include “bitter alcoholic beverages” (e.g., beer/cider, red wine, liquor) and “bitter non-alcoholic beverages” (e.g., coffee, tea, grapefruit juice).[1] Specific individual bitter beverages, such as coffee, tea, and grapefruit juice, are also considered as distinct sub-phenotypes.[1]This categorical classification aids in identifying beverage-specific genetic determinants and understanding the complex interplay between genetic factors and consumption patterns, which may vary depending on the specific constituents of each beverage.[1]

In genetic studies of bitter beverage consumption, several key terms and conceptual frameworks are employed. A “single nucleotide polymorphism” (SNP) refers to a variation at a single position in a DNA sequence, with specific SNPs likers713598 in TAS2R38 and rs55872725 in FTObeing investigated for their associations with beverage consumption.[1] “SNP-heritability” (_hg_2) quantifies the proportion of phenotypic variance explained by common genetic variants, while “proportion of variance explained” (_r_2) refers to the variation accounted for by individual lead SNPs.[1]The conceptual framework suggests that genetic variants related to coffee consumption, alcohol consumption, and obesity are predominant determinants of bitter beverage consumption, rather than genetic variants directly involved in known sweet and bitter taste transduction pathways.[1] This approach highlights the complexity of consumption behaviors, acknowledging strong environmental effects that may mask genetic influences.[1]

Evolution of Understanding Bitter Beverage Consumption

Section titled “Evolution of Understanding Bitter Beverage Consumption”

Historically, scientific inquiry into beverage consumption initially focused on specific drinks like coffee, alcohol, and milk, with early genetic research primarily identifying determinants related to the metabolism of their individual constituents.[1] This early perspective limited a broader understanding of general taste preferences and consumption patterns across diverse beverages. Landmark studies in taste perception often relied on artificial chemical compounds, rather than real-world beverages, to assess perceived taste intensity, leading to questions about the direct applicability of these findings to actual consumption behaviors.[1] The scientific community recognized a need for studies that directly examined the consumption of common beverages to better understand their public health implications.

A significant shift occurred with the advent of large-scale genetic studies, such as genome-wide association studies (GWAS), that leveraged extensive genetic and phenotypic data from general populations. The 2019 study by Zhong et al. represents a comprehensive effort to identify genetic variants associated with the consumption of real-world bitter and sweet beverages, distinguishing it from prior research centered on taste perception or liking.[1]This research identified and replicated five loci associated with total bitter beverage consumption, including those nearGCKR, ABCG2, AHR, POR, and CYP1A1/2, highlighting genes implicated in caffeine pharmacology and other metabolic pathways.[1] By analyzing data from over 370,000 adults of European ancestry, this research aimed to uncover whether genetically determined sensitivity to bitter and sweet taste influences actual beverage intake, thereby minimizing the impact of non-taste factors like social influences or fluid texture.[1] This approach marked a crucial advancement in understanding the complex interplay between genetics and dietary habits.

Global and Demographic Patterns of Bitter Beverage Consumption

Section titled “Global and Demographic Patterns of Bitter Beverage Consumption”

Epidemiological investigations into bitter beverage consumption reveal varied patterns across populations and demographic groups. A large-scale study involving the UK Biobank and several US cohorts provided detailed insights into these distributions.[1] The discovery phase, primarily within the UK Biobank, included over 500,000 participants aged 37–73 years from across England, Wales, and Scotland, while replication cohorts were drawn from US studies such as the Nurses’ Health Study and the Health Professionals Follow-Up Study.[1] Participants in these studies were predominantly of European ancestry, which is an important consideration for the generalizability of findings to other ethnic groups.[1]Analysis of consumption data showed distinct demographic characteristics and consumption rates between the UK and US cohorts. For instance, UK Biobank participants, who were slightly older (mean age 56.5-56.9 years) and had higher mean Body Mass Index (BMI), also reported higher total bitter beverage consumption (median 3.29-5.33 servings/day) compared to their US counterparts (mean age 52.5-55.2 years, lower BMI, median 1.45-3.00 servings/day).[1]Conversely, sweet beverage consumption was generally lower in the UK Biobank participants. Sex-specific patterns were also evident in the replication cohorts, with studies like the Nurses’ Health Study and Women’s Genome Health Study exclusively comprising females, while the Health Professionals Follow-Up Study was exclusively male, underscoring the potential for sex-linked differences in consumption patterns, though direct sex-specific analysis was not performed across all stages.[1]

Section titled “Epidemiological Trends and Future Projections”

Current epidemiological trends in bitter beverage consumption are characterized by complex interactions between genetic predispositions and environmental factors. While genetic variants related to coffee consumption, alcohol consumption, and obesity have been identified as primary determinants of bitter and sweet beverage intake, the overall SNP-heritability estimates for these consumption phenotypes remain relatively low (≤0.16).[1] This suggests that strong environmental influences, including demographic, social, occupational, and cultural factors, may significantly modulate or even mask underlying genetic effects, contributing substantially to observed consumption patterns.[1]For example, cultural differences in beverage habits, such as tea consumption between the UK and US, were noted as potential factors affecting replication efforts.[1] Understanding these trends holds significant public health implications, as regular consumption of certain bitter beverages has been linked to the development of major chronic diseases.[1]Future projections in bitter beverage consumption research will likely focus on elucidating the causal roles of these beverages in health outcomes and identifying specific population subgroups most susceptible to the health consequences of regular intake.[1]Further research is needed to refine the understanding of how genetic variants related to taste perception truly translate to actual beverage consumption, particularly given the inherent error in self-reported dietary intake, despite the use of validated assessment tools.[1] This ongoing effort aims to provide a more nuanced understanding that can inform targeted public health interventions and dietary guidelines.

Biological Background of Bitter Beverage Consumption

Section titled “Biological Background of Bitter Beverage Consumption”

The consumption of bitter beverages is a complex behavior influenced by a multifaceted interplay of genetic, molecular, and physiological mechanisms. While taste perception plays a role, studies indicate that genetic variants related to the metabolism of beverage constituents and broader metabolic processes are primary determinants of habitual consumption patterns. Understanding these biological underpinnings can provide insights into the public health implications of regular bitter beverage intake.

Bitter taste perception is initiated by specialized G protein-coupled receptors, known as bitter taste receptors (TAS2R genes), located on taste receptor cells within taste buds. These receptors recognize a wide array of bitter compounds, triggering a signaling cascade that ultimately sends signals to the brain, contributing to the perceived taste intensity.[1] Genetic variations within these TAS2R genes, such as TAS2R31, TAS2R38, TAS2R1, TAS2R10, and TAS2R42, have been nominally associated with the consumption of bitter alcoholic beverages, coffee, or tea.[1]For instance, a specific single nucleotide polymorphism (SNP) inTAS2R38, rs713598 , showed a suggestive association with tea consumption.[1]Beyond initial perception, the brain plays a critical role in processing taste signals and integrating them with other sensory and reward pathways, with gene candidates related to bitter alcoholic beverages and coffee consumption showing enrichment for expression in brain tissues.[1]

Genetic Regulation of Metabolism and Detoxification

Section titled “Genetic Regulation of Metabolism and Detoxification”

The body’s ability to metabolize and detoxify compounds present in bitter beverages significantly influences consumption patterns. Genes encoding key enzymes and transporters are crucial for processing substances like caffeine and alcohol. For example, the cytochrome P450 enzymesCYP1A1/2 and their electron donor PORare vital for the metabolism of xenobiotics, including caffeine, and genetic variants in these loci have been associated with both total bitter and total sweet beverage consumption.[1] Similarly, ADH1Bencodes alcohol dehydrogenase, an enzyme central to alcohol metabolism, and its genetic variants are linked to bitter alcoholic beverage consumption.[1] The ABCG2 gene, which codes for an efflux transporter, also plays a role in detoxification processes and has been associated with overall bitter beverage intake.[1] Furthermore, the AHRgene, encoding the aryl hydrocarbon receptor, functions as a transcription factor regulating many genes involved in xenobiotic metabolism and immune responses, showing associations with bitter beverage consumption.[1]

Beyond specific compound metabolism, broader physiological pathways governing energy balance and appetite exert a strong influence on beverage choices. The FTOgene, widely known for its association with body mass index (BMI) and obesity, has been linked to both coffee and sugar-sweetened beverage (SSB) consumption.[1] Specifically, the BMI-increasing T allele of FTO (rs55872725 ) was inversely associated with SSB consumption, suggesting a complex relationship with energy intake and food preferences.[1] Other genes, such as MC4R and AKAP6, also associated with BMI, contribute to the intricate network regulating energy homeostasis and appetite.[1] Genes like GCKR(Glucokinase Regulator) andKLB(Klotho Beta), involved in glucose and energy metabolism, respectively, further highlight how fundamental metabolic pathways can modulate an individual’s propensity for consuming certain beverages.[1]

The genetic determinants of bitter beverage consumption often have systemic consequences, impacting multiple physiological systems and contributing to overall health. Variants in genes likeGCKR and ADH1B, which are involved in glucose and alcohol metabolism, respectively, can influence not only beverage intake but also broader metabolic health and disease risk.[1]The observed associations of several loci with both beverage consumption and traits like BMI, alcohol consumption, or plasma caffeine metabolites indicate a pleiotropic effect, where single genetic variants can influence multiple seemingly disparate traits.[1]Although the SNP-heritability for bitter and sweet beverage consumption is relatively low compared to traits like height or BMI, it is comparable to complex diseases such as type 2 diabetes and cardiovascular disease, suggesting that even small genetic contributions can have significant population-level health implications over time.[1]

The perception of bitter and sweet tastes initiates complex signaling pathways that contribute to beverage consumption. Genetic variations in taste receptors, such asTAS1R2 for sweet taste and TAS2R genes for bitter taste, play a fundamental role in how individuals perceive these stimuli.[1] Upon binding of taste compounds, these G-protein coupled receptors activate intracellular signaling cascades, involving second messengers that depolarize taste cells and transmit signals to the brain. While genetic variants in sweet taste receptors like TAS1R2 have been linked to dietary sugar intake, and certain TAS2Rloci to bitter perception, studies on actual beverage consumption indicate that the primary genetic determinants may not reside directly within these canonical taste transduction pathways.[1] This suggests that while initial sensory signaling is crucial for perception, other downstream or parallel mechanisms are more influential in shaping habitual consumption patterns.

Metabolic Processing and Pharmacological Responses

Section titled “Metabolic Processing and Pharmacological Responses”

Beyond initial taste perception, the metabolism and pharmacological effects of beverage constituents significantly influence consumption. Genetic variants in genes such as CYP1A1/2, AHR, and PORare strongly associated with bitter beverage consumption, particularly coffee, due to their roles in caffeine pharmacology.[1] CYP1A1/2encodes cytochrome P450 enzymes critical for metabolizing xenobiotics, including caffeine, thereby impacting its half-life and physiological effects. Similarly,ADH1B and KLBare associated with bitter alcoholic beverage consumption, reflecting their involvement in alcohol metabolism and related physiological processes.[1]These metabolic pathways regulate the catabolism and flux of active compounds, influencing their systemic availability and how individuals experience their stimulant or depressant effects, which in turn drives consumption behavior. The enrichment of candidate genes expressed in the brain and adrenal gland for coffee consumption further highlights the central processing of these pharmacological responses.[1]

Energy Homeostasis and Central Appetite Regulation

Section titled “Energy Homeostasis and Central Appetite Regulation”

Genetic factors related to energy balance and central appetite regulation represent another critical pathway influencing beverage consumption. TheFTOgene, a well-established locus associated with body mass index (BMI), shows an inverse association with sugar-sweetened beverage (SSB) consumption.[1]This suggests a mechanism where genetic predispositions to obesity, mediated through pathways involved in energy metabolism and appetite control, influence preferences for energy-dense beverages. Other genes likeMC4R and TMEM18, also linked to BMI, are associated with coffee consumption, further underscoring the role of adiposity and central nervous system regulation of hunger and satiety in dietary choices.[1] These pathways engage in complex metabolic regulation and may involve hierarchical controls over food and beverage intake, where genetic variations can alter set points for energy balance and reward processing, thereby modulating consumption.

Interconnected Genetic Networks and Behavioral Outcomes

Section titled “Interconnected Genetic Networks and Behavioral Outcomes”

Beverage consumption is a complex behavioral trait influenced by an integrated network of genetic pathways and regulatory mechanisms. The observed pleiotropic effects, where genes likeAHR and CYP1A1/2are associated with both bitter and sweet beverage consumption, sometimes in opposing directions, exemplify pathway crosstalk and complex network interactions.[1]This indicates that a single genetic variant can have diverse influences across multiple beverage types, reflecting shared underlying biological mechanisms or compensatory behaviors. Genetic variants related to coffee consumption, alcohol consumption, and obesity emerge as predominant determinants of both bitter and sweet beverage intake, suggesting a hierarchical regulation where these major physiological systems exert significant control over dietary choices.[1] Understanding these emergent properties from interconnected genetic networks provides insights into population subgroups most susceptible to the health consequences of regular consumption and may inform future therapeutic targets for dietary interventions.[1]

Large-Scale Cohort Investigations and Epidemiological Patterns

Section titled “Large-Scale Cohort Investigations and Epidemiological Patterns”

Population studies on bitter beverage consumption have leveraged extensive data from large-scale prospective cohorts to identify prevalence patterns and incidence rates across diverse demographics. A notable example involved a two-stage genome-wide association study (GWAS) that utilized data from approximately 370,000 adults of European ancestry, initiating discovery in the UK Biobank and replicating findings in three independent US cohorts: the Nurses’ Health Study, the Health Professionals Follow-Up Study, and the Women’s Genome Health Study.[1] This comprehensive approach allowed for the examination of habitual consumption of real-world bitter beverages, such as coffee, tea, grapefruit juice, and bitter alcoholic beverages, providing direct public health implications by focusing on actual intake rather than mere perception.[1]Epidemiological comparisons revealed distinct demographic and dietary characteristics between the UK and US cohorts; for instance, UK Biobank participants were generally older, had higher body mass index (BMI), consumed more total energy, exhibited higher total bitter beverage consumption, and lower total sweet beverage consumption compared to their US counterparts.[1]This research further identified a moderate inverse correlation between total bitter and total sweet beverage consumption, suggesting complex dietary interrelationships at the population level.[1]

Genetic Determinants and Cross-Population Insights

Section titled “Genetic Determinants and Cross-Population Insights”

The investigation into bitter beverage consumption has significantly advanced through large-scale genetic studies, uncovering key genetic determinants and offering insights into population-specific effects. The largest and most comprehensive GWAS to date identified genetic variants associated with the consumption of bitter beverages, revealing that genetic variants related to coffee consumption, alcohol consumption, and obesity were primary drivers of bitter and sweet beverage intake.[1]This study replicated five loci associated with total bitter beverage consumption, mapping to genes such asGCKR, ABCG2, AHR, POR, and CYP1A1/2, many of which are implicated in caffeine pharmacology.[1] Furthermore, sub-phenotype analyses pinpointed specific genetic associations, including GCKR, KLB, ADH1B, and AGBL2 for bitter alcoholic beverages, and ANXA9, AHR, POR, CYP1A1/2, and CSDC2 for bitter non-alcoholic beverages.[1] While some taste receptor genes like TAS2R31 and TAS2R38showed nominal associations with bitter beverage consumption in the discovery stage, their replication across populations was limited, suggesting that the genetic underpinnings of real-world beverage consumption may differ from those of basic taste perception.[1]The observed SNP-heritability for bitter and sweet beverage consumption was relatively low (≤0.16), with the highest for bitter non-alcoholic beverages (0.16) and the lowest for grapefruit juice (0.02), indicating that environmental and behavioral factors also play a substantial role in these complex traits.[1]

Methodological Approaches and Generalizability Considerations

Section titled “Methodological Approaches and Generalizability Considerations”

The rigor of population studies on bitter beverage consumption relies heavily on robust methodological approaches and careful consideration of generalizability. The aforementioned GWAS employed a two-stage design, with discovery in the UK Biobank, a prospective cohort study of over 500,000 participants, followed by replication in three independent US cohorts.[1] Dietary data were collected through validated self-reported questionnaires and 24-hour recalls, with bitter beverages defined to include coffee, tea, grapefruit juice, and various bitter alcoholic options.[1] Despite the inevitable error in self-reported dietary intake, the assessment tools used in these cohorts have been validated, and beverages such as coffee, tea, and alcohol are among the most accurately recalled dietary components.[1]However, methodological limitations included smaller sample sizes in the replication cohorts, the use of different dietary assessment tools across studies, and cultural variations in beverage consumption behaviors, particularly for tea, which may have influenced the ability to replicate all genetic loci.[1] Critically, the study noted caution in generalizing its findings to populations of non-European ancestry, highlighting the need for further research in ethnically diverse groups to ensure broader applicability of these genetic insights.[1]

Frequently Asked Questions About Bitter Beverage Consumption

Section titled “Frequently Asked Questions About Bitter Beverage Consumption”

These questions address the most important and specific aspects of bitter beverage consumption based on current genetic research.


1. Why do I love coffee but my friend hates it?

Section titled “1. Why do I love coffee but my friend hates it?”

Your preference for coffee, a bitter beverage, likely has a genetic component. Studies show that up to 16% of the variation in bitter beverage consumption can be explained by common genetic differences. These genes often influence how your body metabolizes compounds like caffeine, rather than just how you perceive the bitter taste itself. So, while your friend might have different genetic variations, yours might make coffee more enjoyable or tolerable.

2. Does my family’s love for tea mean I’ll like it too?

Section titled “2. Does my family’s love for tea mean I’ll like it too?”

There’s a good chance your family’s preferences could influence yours. Research suggests that the consumption of bitter non-alcoholic beverages, like tea, has a notable heritable component. While your environment and culture certainly play a role, specific genetic variations passed down in your family can predispose you to similar tastes and consumption patterns.

3. Can my genes make me drink more coffee than I want?

Section titled “3. Can my genes make me drink more coffee than I want?”

Your genes can certainly influence your likelihood of consuming more coffee. Genetic variants related to caffeine metabolism, such as those nearAHR and CYP1A1/2, are linked to overall bitter beverage consumption. These genes affect how quickly your body processes caffeine, which can influence how much you feel the need to drink to get a desired effect.

4. Is my craving for bitter drinks linked to my weight?

Section titled “4. Is my craving for bitter drinks linked to my weight?”

Interestingly, yes, there can be a connection. Genetic variants associated with obesity, including those in genes likeFTO and MC4R, have been identified as significant determinants of bitter beverage consumption. This suggests a complex interplay where your genetic predisposition for certain beverage choices might also be linked to your metabolic health and weight.

5. I’m not European; will genetics affect my bitter drink habits differently?

Section titled “5. I’m not European; will genetics affect my bitter drink habits differently?”

It’s important to consider that genetic findings regarding beverage consumption are primarily based on studies of people of European ancestry. Genetic backgrounds and cultural practices vary significantly across different populations. Therefore, the specific genetic influences on your bitter drink habits might differ, and caution is needed when applying these findings directly to non-European ancestries.

6. Does my “bitter tooth” mean I’m more prone to certain health issues?

Section titled “6. Does my “bitter tooth” mean I’m more prone to certain health issues?”

Understanding your genetic predispositions for bitter beverage intake can offer insights into potential health connections. For example, if you have genetic variants like the BMI-increasing T allele of FTO (rs55872725 ) which is linked to coffee consumption, it highlights a connection between your genetic makeup, your beverage choices, and metabolic health. These insights can help identify if you might be more susceptible to certain health outcomes.

7. If I drink a lot of coffee, is it my genes or just habit?

Section titled “7. If I drink a lot of coffee, is it my genes or just habit?”

It’s likely a combination of both your genes and your habits. While genetic variants influencing caffeine metabolism play a role in how much coffee you consume, strong environmental factors like your social circle, work environment, and cultural norms also significantly shape your drinking patterns. Your personal choices and routines interact with your genetic predispositions.

8. Why do some people drink black coffee while others need sugar?

Section titled “8. Why do some people drink black coffee while others need sugar?”

The difference often comes down to individual genetic variations that influence both taste perception and metabolism. While some genes are linked to how you perceive bitterness, others, like those related to obesity (e.g.,FTO), have been observed to have complex associations with sugar-sweetened beverage consumption. This suggests that the choice to add sugar might be influenced by more than just pure taste.

9. Is a DNA test useful to understand my drink choices?

Section titled “9. Is a DNA test useful to understand my drink choices?”

A DNA test could offer some insights into your genetic predispositions for consuming bitter beverages. While the identified genetic markers typically explain a modest amount of the variation (around 1% or less), they can point to genes involved in caffeine metabolism or other pathways that influence your consumption patterns. However, it’s just one piece of the puzzle, as environmental factors are also very influential.

10. Does my bitter drink habit impact my metabolism?

Section titled “10. Does my bitter drink habit impact my metabolism?”

Yes, your bitter drink habits can certainly be linked to your metabolism. Genetic variants associated with overall bitter beverage consumption are often found in genes that influence caffeine pharmacology, such asAHR and CYP1A1/2, which are crucial for processing compounds in coffee. Other genes like GCKRare also associated with plasma caffeine metabolites, directly connecting your consumption to how your body processes these substances.


This FAQ was automatically generated based on current genetic research and may be updated as new information becomes available.

Disclaimer: This information is for educational purposes only and should not be used as a substitute for professional medical advice. Always consult with a healthcare provider for personalized medical guidance.

[1] Zhong, Victor W., et al. “A genome-wide association study of bitter and sweet beverage consumption.”Human Molecular Genetics, vol. 28, no. 14, 2 May 2019, pp. 2481-2490.