Cited by 66Eating Disorders and BehaviorsObesity, Physical Activity, DietRegulation of Appetite and Obesity

Food Addiction and Psychosocial Adversity: Biological Embedding, Contextual Factors, and Public Health Implications

Open access
Wiss, David A., Avena, Nicole, Gold, Mark·2020·Nutrients

Abstract

The role of stress, trauma, and adversity particularly early in life has been identified as a contributing factor in both drug and food addictions. While links between traumatic stress and substance use disorders are well documented, the pathways to food addiction and obesity are less established. This review focuses on psychosocial and neurobiological factors that may increase risk for addiction-like behaviors and ultimately increase BMI over the lifespan. Early childhood and adolescent adversity can induce long-lasting alterations in the glucocorticoid and dopamine systems that lead to increased addiction vulnerability later in life. Allostatic load, the hypothalamic-pituitary-adrenal axis, and emerging data on epigenetics in the context of biological embedding are highlighted. A conceptual model for food addiction is proposed, which integrates data on the biological embedding of adversity as well as upstream psychological, social, and environmental factors. Dietary restraint as a feature of disordered eating is discussed as an important contextual factor related to food addiction. Discussion of various public health and policy considerations are based on the concept that improved knowledge of biopsychosocial mechanisms contributing to food addiction may decrease stigma associated with obesity and disordered eating behavior.

AI snapshot

Written from the paper’s full text.

TL;DR

This narrative review argues that early-life and cumulative stress, trauma, and adversity (STA) become biologically embedded via the HPA axis, allostatic load, dopamine/opioid systems, and epigenetic mechanisms, plausibly increasing vulnerability to food addiction (FA) and, in turn, obesity. It proposes a biopsychosocial conceptual model integrating dietary restraint and weight stigma as contextual factors, and draws public health and food-policy implications.

Key findings

  • A meta-analysis cited in the review found multiple adverse childhood experiences (ACEs) increased the odds of adult obesity by 46% (95% CI: 28–64%), while Nurses' Health Study II data showed severe physical and sexual abuse associated with a 90% increase in FA risk.
  • FA has been independently associated with early-life abuse in a Brazilian sample (n = 7639), and elevated ACE scores correlated with screening positive for FA in bariatric surgery–seeking patients (n = 1586); in 301 overweight/obese women the FA–childhood trauma association survived adjustment for socioeconomic status.
  • Experimental and cohort data cited include a one-week Western-style diet exposure in 110 healthy lean adults producing rapid declines in hippocampal-dependent learning/memory and appetitive control, and an inpatient trial where ultra-processed diets increased ad libitum intake by ~500 kcal/day with weight gain; a Spanish cohort found ≥4 daily servings of ultra-processed food associated with a 62% increased hazard for all-cause mortality (18% per additional serving).
  • The review proposes that dietary restraint and weight stigma act as psychological/social moderators of the food environment–FA–obesity pathway, and that FA-based explanations may reduce weight stigma relative to "diet and exercise" attributions.

Methods

  • Design: narrative, multidisciplinary review synthesizing animal, human neuroimaging, epidemiological, and epigenetic literature; no systematic search protocol is reported.
  • Frameworks: biopsychosocial model, Krieger's Ecosocial Theory, Life Course Perspective, and Developmental Psychology; a conceptual model (Figure 1) is proposed integrating biological embedding, contextual factors, and public health implications.
  • Analysis: qualitative synthesis of cited studies (including meta-analytic and cohort estimates) to answer three questions on FA's biological plausibility, contextual contributors, and public health meaning.

Limitations

  • Stated: the review acknowledges that FA does not always lead to obesity and obesity can occur without FA; that stress/trauma/adversity are conceptually merged though "not identical concepts"; that it is unclear whether neurochemical associations are cause or consequence; that unmeasured confounders (EDs, SUDs) likely influence adversity–obesity estimates; that no empirically supported psychosocial interventions for FA currently exist; and that longitudinal studies capturing precise biological mechanisms are needed.
  • Evident from the text: as a narrative review it does not report a systematic search or risk-of-bias assessment, and many cited findings rest on small samples (e.g., n = 36, n = 52, n = 64) or cross-sectional designs, limiting causal inference.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.3390/nu12113521

Cites

250 of 250 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

0 of 151 cited sources checked · 0 supported · 0 flagged

  • Interpretationnone given

    Early childhood and adolescent adversity can induce long-lasting alterations in the glucocorticoid and dopamine systems that lead to increased addiction vulnerability later in life.

    “Early childhood and adolescent adversity can induce long-lasting alterations in the glucocorticoid and dopamine systems that lead to increased addiction vulnerability later in life.”
    Quote in the paperNot a substantial claim
  • Premisecitation

    Dopamine (DA) receptors were significantly lower in individuals with obesity.

    “For example, a landmark study showed that dopamine (DA) receptors were significantly lower in individuals with obesity [3].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [3] Wang, 2001, Brain dopamine and obesity, Lancet source

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  • Premisecitation

    Various forms of ELA are associated with illicit drug use later in life.

    “In humans, various forms of ELA are associated with illicit drug use later in life [21,22,23].”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [21] Felitti, 1998, Relationship of Childhood Abuse and Household Dysfunction to Many of the Leading Causes of Death in Adults The Adverse Childhood Experiences (ACE) Study, Am. J. Prev. Med. source

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    • cites [22] Levis, S.C., Bentzley, B.S., Molet, J., Bolton, J.L., Perrone, C.R., Baram, T.Z., and Mahler, S.V. (2019). On the early life origins of vulnerability to opioid addiction. Mol. Psychiatr., 1–8. source

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    • cites [23] 2020, The influence of stress and early life adversity on addiction: Psychobiological mechanisms of risk and resilience, Int. Rev. Neurobiol. source

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  • Premisecitation

    Humans with obesity and those with substance use disorders show overlapping neuroimaging characteristics, including reductions in DA-D2 receptors.

    “Soon after, investigators documented overlapping neuroimaging characteristics in humans with obesity and those with substance use disorders (SUDs), showing reductions in DA-D2 receptors [4].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [4] Volkow, 2005, How can drug addiction help us understand obesity?, Nat. Neurosci. source

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  • Interpretationcitation

    ELA is not always redeemable by subsequent experience.

    “This suggests that ELA is not always redeemable by subsequent experience.”
    Quote in the paperSubstantial claim
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  • Classified as probably not a substantial claim. 46
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    Premisecitation

    In rodent studies, early life adversity (ELA) induces alterations in DA neuronal activity and synaptic function, impacting reward-directed behavior and partially accounting for individual variation along the mesolimbic DA projection.

    “In rodent studies, early life adversity (ELA) has been shown to induce alterations in DA neuronal activity and synaptic function [15], impacting reward-directed behavior and partially accounting for individual variation along the mesolimbic DA projection [16].”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [15] Kim, 2017, Early adverse experience and substance addiction: Dopamine, oxytocin, and glucocorticoid pathways, Ann. N. Y. Acad. Sci. source

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    • cites [16] Neugut, 2014, Effects of maternal care on the development of midbrain dopamine pathways and reward-directed behavior in female offspring, Eur. J. Neurosci. source

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    Premisecitation

    It is not clear whether neurochemical associations are a cause of addiction-like overeating or a consequence.

    “To date, it is not clear whether these neurochemical associations are a cause of addiction-like overeating or a consequence [6].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [6] Saules, 2018, Overeating, Overweight, and Substance Use: What Is the Connection?, Curr. Addict. Rep. source

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  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationnone given

    Improved knowledge of biopsychosocial mechanisms contributing to food addiction may decrease stigma associated with obesity and disordered eating behavior.

    “Discussion of various public health and policy considerations are based on the concept that improved knowledge of biopsychosocial mechanisms contributing to food addiction may decrease stigma associated with obesity and disordered eating behavior.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Premisenone given

    There is a gap in understanding how various forms of stress, trauma, and adversity link to addiction-like eating in real-world settings, particularly when viewed in social context, as well as over the lifespan.

    “At present, there is a gap in our understanding of how various forms of stress, trauma, and adversity link to addiction-like eating in real-world settings, particularly when viewed in social context, as well as over the lifespan.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    The changing global food landscape in the past four decades has increased access to convenient "snack" foods and decreased time spent preparing foods at home.

    “The changing global food landscape in the past four decades have increased access to convenient “snack” foods and decreased time spent preparing foods at home [2].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [2] Hall, 2018, Did the Food Environment Cause the Obesity Epidemic?, Obesity source

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    Premisecitation

    The Nutrition Transition theory describes a global trend toward consumption of processed foods that are low in fiber and high in added sugars and fats.

    “The Nutrition Transition theory describes a global trend toward consumption of processed foods that are low in fiber and high in added sugars and fats [1].”
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    • cites [1] Popkin, 1993, Nutritional Patterns and Transitions, Popul. Dev. Rev. source

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    Premisecitation

    Chronic stress dysregulates the reward system, promotes addiction-like eating, and contributes to the development of obesity.

    “More recently it has been shown that chronic stress dysregulates the reward system, promotes addiction-like eating, and contributes to the development of obesity [17].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [17] Wei, 2019, Chronic stress increases susceptibility to food addiction by increasing the levels of DR2 and MOR in the nucleus accumbens, Neuropsychiatr. Dis. Treat. source

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    Interpretationreasoning

    Changes that occur in obesity show that food reinforcement adapts, strongly implicating biological underpinnings.

    “However, similar to other addictions, changes that occur in obesity show that food reinforcement adapts, strongly implicating biological underpinnings.”
    Quote in the paperNot a substantial claim
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    Premisecitation

    fMRI studies have linked ELA to blunted subjective responses to reward-predicting cues and to altered connectivity in the extended reward network, leading to increased vulnerability to FA and obesity later in life.

    “Functional magnetic resonance imaging (fMRI) studies have linked ELA to blunted subjective responses to reward-predicting cues [29], and to altered connectivity in the extended reward network, leading to increased vulnerability to FA and obesity later in life [30].”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [29] Dillon, 2009, Childhood Adversity Is Associated with Left Basal Ganglia Dysfunction During Reward Anticipation in Adulthood, Biol. Psychiat. source

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    • cites [30] Osadchiy, 2019, History of early life adversity is associated with increased food addiction and sex-specific alterations in reward network connectivity in obesity, Obes. Sci. Pract. source

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    Premisecitation

    Biopsychosocial models were originally proposed by Engel as a new way to understand health and disease, by considering influence from various domains.

    “Biopsychosocial models were originally proposed by Engel as a new way to understand health and disease, by considering influence from various domains [32].”
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    • cites [32] Engel, 1977, The need for a new medical model: A challenge for biomedicine, Science source

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    Interpretationcitation

    FA is one potential pathway linking the food environment to obesity, however there is a "backdoor path" through SES to STA, as well as a pathway that may not include FA.

    “Taken together, FA is one potential pathway linking the food environment to obesity, however there is a “backdoor path” [100] through SES to STA, as well as a pathway that may not include FA (i.e., through the built environment).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [100] Greenland, 1999, Causal Diagrams for Epidemiologic Research, Epidemiology source

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    Premisecitation

    With the validation of the Yale Food Addiction Scale (YFAS) in 2009 and the updated YFAS 2.0 in 2016, FA in humans has been operationalized across hundreds of studies.

    “With the validation of the Yale Food Addiction Scale (YFAS) in 2009 [42] and the updated YFAS 2.0 in 2016 [43], FA in humans has been operationalized across hundreds of studies.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [42] Gearhardt, 2009, Preliminary validation of the Yale Food Addiction Scale, Appetite source

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    • cites [43] Gearhardt, 2016, Development of the Yale Food Addiction Scale Version 2.0, Psychol. Addict. Behav. source

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  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationnone given

    FA is one driver of obesity, although there are several others.

    “Figure 1 proposes that FA is one driver of obesity, although there are several others, including some not captured by the model (discussed further in Section 2.1).”
    Quote in the paperNot a substantial claim
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    Premisecitation

    ED research has identified significant overlap between FA and bulimia nervosa (BN), with FA symptoms improving when BN symptoms remit.

    “For example, ED research has identified significant overlap between FA and bulimia nervosa (BN), with FA symptoms improving when BN symptoms remit [47].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [47] Meule, 2014, Food Addiction and Bulimia Nervosa, Eur. Eat. Disord. Rev. source

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    Premisecitation

    Impulsivity hinders inhibitory control and is associated with increased intake of food and drugs, often heightened in response to novel stimuli.

    “Impulsivity hinders inhibitory control and is associated with increased intake of food [80] and drugs [81], often heightened in response to novel stimuli [82].”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [80] Nederkoorn, 2009, The interactive effect of hunger and impulsivity on food intake and purchase in a virtual supermarket, Int. J. Obes. source

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    • cites [81] Trifilieff, 2014, Imaging addiction: D2 receptors and dopamine signaling in the striatum as biomarkers for impulsivity, Neuropharmacology source

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    • cites [82] Savage, 2014, Regulation of novelty seeking by midbrain dopamine D2/D3 signaling and ghrelin is altered in obesity, Obesity source

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    Premisenone given

    It remains unclear if dietary restraint/restriction is a cause or consequence of FA symptoms.

    “It is well-established that dietary restraint/restriction can lead to rebound bingeing [45] yet it remains unclear if this is a cause or consequence of FA symptoms (discussed in Section 5.1).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationreasoning

    Risk estimates between childhood adversity and adult obesity would likely be higher after adjusting for diagnoses often associated with dietary restriction and weight control.

    “Therefore, risk estimates between childhood adversity and adult obesity would likely be higher after adjusting for these diagnoses often associated with dietary restriction and weight control, however this has not been formally tested.”
    Quote in the paperNot a substantial claim
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    Premisecitation

    The maltreatment-obesity association is not spurious due to confounding through the home food environment; testing found limited confounding influence.

    “However, after testing, researchers have found limited confounding influence [95] which supports arguments in favor of biological mechanisms.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [95] Mason, 2018, Is the childhood home food environment a confounder of the association between child maltreatment exposure and adult body mass index?, Prev. Med. source

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    Premisecitation

    In a study of postmortem brain structures, investigators were unable to detect a change in MOR expression, suggesting different epigenetic signatures associated with addictions and ELA.

    “In this study of postmortem brain structures, the investigators were unable to detect a change in MOR expression, suggesting different epigenetic signatures associated with addictions and ELA.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [147] Lutz, 2018, Epigenetic Regulation of the Kappa Opioid Receptor by Child Abuse, Biol. Psychiatry source

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    Premisecitation

    A meta-analysis of 1781 people documented significantly decreased hippocampal volumes following ELA, with weaker evidence of increased amygdala volumes.

    “A meta-analysis of 1781 people documented significantly decreased hippocampal volumes following ELA, with weaker evidence of increased amygdala volumes [128].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [128] Calem, 2017, Meta-analysis of associations between childhood adversity and hippocampus and amygdala volume in non-clinical and general population samples, Neuroimage Clin. source

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    Premisecitation

    Individuals with higher ACE scores were more likely to report not finishing high school, unemployment, and living below the poverty level.

    “To illustrate further, a recent study showed that individuals with higher ACE scores were more likely to report not finishing high school, unemployment, and living below the poverty level [108].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [108] Metzler, 2017, Adverse childhood experiences and life opportunities: Shifting the narrative, Child. Youth Serv. Rev. source

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    Premisecitation

    The "neuroimmune network hypothesis" proposes that ELA amplifies the communication between the brain and the immune system, promoting low grade peripheral inflammation.

    “The “neuroimmune network hypothesis” proposes that ELA amplifies the communication between the brain and the immune system, promoting low grade peripheral inflammation [122].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [122] Hostinar, 2018, Future Directions in the Study of Early-Life Stress and Physical and Emotional Health: Implications of the Neuroimmune Network Hypothesis, J. Clin. Child. Adolesc. Psychol. source

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    Premisecitation

    NR3C1 is the most studied gene to date related to abuse and neglect.

    “Notwithstanding, NR3C1 has been linked to prenatal stress [140] and is the most studied gene to date related to abuse and neglect [141].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [141] Mitchell, 2015, DNA methylation, early life environment, and health outcomes, Pediatric Res. source

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    Interpretationnone given

    Addictions may promote compromised parenting increasing the possibility that suboptimal care may be provided to the next generation.

    “In social context, addictions may promote compromised parenting increasing the possibility that suboptimal care may be provided to the next generation.”
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    Premisecitation

    Taq1A polymorphisms at the D2 receptor influence impulsive behavior.

    “Taq1A polymorphisms at the D2 receptor has been well-studied and known to influence impulsive behavior [154].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [154] Jentsch, 2014, Dissecting impulsivity and its relationships to drug addictions, Ann. N. Y. Acad. Sci. source

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    Premisecitation

    The "glucocorticoid cascade hypothesis" posits that stress hormones impair brain function which further increases cortisol levels.

    “The “glucocorticoid cascade hypothesis” posits that stress hormones impair brain function which further increases cortisol levels [123].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [123] Sapolsky, 1986, The neuroendocrinology of stress and aging: The glucocorticoid cascade hypothesis, Endocr. Rev. source

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    Premisecitation

    Higher allostatic load (AL) scores were associated with poorer cognitive and physical functioning, increasing the risk of cardiovascular diseases independent of sociodemographic risk factors.

    “A landmark study showed that higher AL scores were associated with poorer cognitive and physical functioning, increasing the risk of cardiovascular diseases independent of sociodemographic risk factors [119].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [119] Seeman, 1997, Price of adaptation—Allostatic load and its health consequences. MacArthur studies of successful aging, Arch. Intern. Med. source

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  • May combine two claims.

    Interpretationreasoning

    Developmental programming of the HPA axis and subsequent regulation of the stress response might impact addiction susceptibility, thereby increasing intake of substances known to activate reward pathways, including highly palatable food.

    “It is not implausible that developmental programming of the HPA axis and subsequent regulation of the stress response might impact addiction susceptibility, thereby increasing intake of substances known to activate reward pathways, including highly palatable food.”
    Quote in the paperSubstantial claim
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    Premisecitation

    Methylation at the mu-opioid receptor (MOR) gene is most strongly associated with drug addiction as well as incentive motivation for processed food.

    “While methylation at the mu-opioid receptor (MOR) gene is most strongly associated with drug addiction [144] as well as incentive motivation for processed food [145,146], decreased methylation at the kappa-opioid receptor (KOR) in the anterior insula has been shown in child abuse [147] (discussed further in Section 4.1).”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [144] Belzeaux, 2018, Focusing on the Opioid System for Addiction Biomarker Discovery, Trends Mol. Med. source

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    • cites [145] Giuliano, 2015, The role of the opioid system in binge eating disorder, CNS Spectr. source

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    • cites [146] Pucci, 2019, Preclinical and Clinical Evidence for a Distinct Regulation of Mu Opioid and Type 1 Cannabinoid Receptor Genes Expression in Obesity, Front. Genet. source

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  • May combine two claims.

    Interpretationreasoning

    Cumulatively elevated biomarkers link to decreased inhibitory control, highlighting the potential for disordered eating to become very difficult to overcome, similar to drug addiction.

    “This research suggested that these cumulatively elevated biomarkers link to decreased inhibitory control, highlighting the potential for disordered eating to become very difficult to overcome, similar to drug addiction.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Premisecitation

    Stress leads to changes in brain CRF that have a direct impact on addiction.

    “The central thesis in Koob’s allostatic view of stress and addiction is that stress leads to changes in brain CRF that have a direct impact on addiction [175].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [175] Koob, 2019, Addiction and Stress: An Allostatic View, Neurosci. Biobehav. Rev. source

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    Premisecitation

    The association between STA and addiction behaviors also exists in the opposite direction.

    “Importantly, not only does STA increase addiction behaviors, some authors have suggested this association also exists in the opposite direction [181,182].”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [181] Jacques, 2019, The impact of sugar consumption on stress driven, emotional and addictive behaviors, Neurosci. Biobehav. Rev. source

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    • cites [182] Evans, C., and Cahill, C. (2016). Neurobiology of opioid dependence in creating addiction vulnerability. F1000Research, 5. source

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    Premisecitation

    Increased CRF alters serotonin release in the brain which facilitates DA in the accumbens.

    “It has also been suggested that increased CRF alters serotonin release in the brain which facilitates DA in the accumbens [176].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [176] Forster, 2018, Negative consequences of early-life adversity on substance use as mediated by corticotropin-releasing factor modulation of serotonin activity, Neurobiol. Stress source

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  • Classified as probably not a substantial claim.

    Premisecitation

    Repeated altered activity in the DA system and sustained activation of the CRF system leads to allostasis and negative emotional states.

    “It has been proposed that repeated altered activity in the DA system and sustained activation of the CRF system leads to AL and negative emotional states [174].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [174] George, 2012, Allostasis and addiction: Role of the dopamine and corticotropin-releasing factor systems, Physiol. Behav. source

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  • May combine two claims.

    Interpretationreasoning

    Food addiction can be considered as a partial mediator in the stress-obesity pathway, likely resulting from one or many biologically embedded pathways.

    “FA can be considered as a partial mediator in the stress-obesity pathway, likely resulting from one or many of the biologically embedded pathways described herein.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Both chronic stress and long-standing alcohol use promote PFC dysfunction.

    “Both chronic stress and long-standing alcohol use promote PFC dysfunction [172].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [172] Blaine, 2017, Alcohol, stress, and glucocorticoids: From risk to dependence and relapse in alcohol use disorders, Neuropharmacology source

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  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationnone given

    The DA and GC systems are both highly involved in substance addictions, and ELA may induce long-lasting alterations in these systems.

    “To illustrate, the DA and GC systems are both highly involved in substance addictions, and ELA may induce long-lasting alterations in these systems.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Changes in CRF activity that result from chronic alcohol exposure within the extended amygdala network are thought to be a key factor in withdrawal symptoms.

    “Changes in CRF activity that result from chronic alcohol exposure within the extended amygdala network is thought to be key factor in withdrawal symptoms [173].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [173] Becker, H.C. (2018). Influence of stress associated with chronic alcohol exposure on drinking. Neuropharmacology, 122. source

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    Premisecitation

    GCs are hypothesized to decrease DA uptake subsequently increasing synaptic DA.

    “A recent review of preclinical data suggests three mechanisms by which DA and GCs interact: (1) GCs upregulate tyrosine hydroxylase (rate-limiting enzyme in DA synthesis) (2) GCs down-regulate monoamine oxidase (enzyme responsible for DA removal) and (3) GCs are hypothesized to decrease DA uptake subsequently increasing synaptic DA [189].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [189] Mukhara, 2018, Stress as a Risk Factor for Substance Use Disorders: A Mini-Review of Molecular Mediators, Front. Behav. Neurosci. source

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    Premisecitation

    The KOR system plays an important role in behavioral stress responses and has been implicated in stress-induced maladaptive responses.

    “The KOR system plays an important role in behavioral stress responses and has been implicated in stress-induced maladaptive responses [190].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [190] Karkhanis, 2017, International Review of Neurobiology, Int. Rev. Neurobiol. source

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    Premisecitation

    The potentiation of fear learning by chronic opioid pretreatment was not observed when opioids were given after the traumatic event and lasted beyond discontinuation of drug exposure.

    “These changes were not observed when opioids were given after the traumatic event, and potentiation lasted beyond discontinuation of drug exposure.”
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    • cites [185] Pennington, 2019, Chronic opioid pretreatment potentiates the sensitization of fear learning by trauma, Neuropsychopharmacol source

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    Premisecitation

    Individual differences in neural response to food cues under stress have been observed in human neuroimaging studies, lending support to differential susceptibility.

    “To illustrate further, individual differences in neural response to food cues under stress have been observed in human neuroimaging studies [167], lending support to differential susceptibility.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [167] Wonderlich, 2018, The impact of neural responses to food cues following stress on trajectories of negative and positive affect and binge eating in daily life, J. Psychiatr. Res. source

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    Premisecitation

    The most direct physiological pathway is dominated by cortisol, which stimulates fat storage and changes dietary behavior through increased reward sensitivity and increased appetite.

    “The most direct physiological pathway is dominated by cortisol, which stimulates fat storage and changes dietary behavior through increased reward sensitivity (DA and opioid systems) and increased appetite (arcuate nucleus in the hypothalamus) [165].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [165] Michels, N. (2019). Biological underpinnings from psychosocial stress towards appetite and obesity during youth: Research implications towards metagenomics, epigenomics and metabolomics. Nutr. Res. Rev., 282–293. source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Variability in stress-related genes may contribute to the ability of certain individuals to remain abstinent from heroin, possibly due to higher stress resilience.

    “It has also been suggested that variability in stress-related genes may contribute to the ability of certain individuals to remain abstinent from heroin, possibly due to higher stress resilience [180].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [180] Levran, 2018, Genetic variations in genes of the stress response pathway are associated with prolonged abstinence from heroin, Pharmacogenomics source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Withdrawal can produce elevated levels of GCs and increase release of CRF in the central nucleus of the amygdala.

    “Withdrawal can produce elevated levels of GCs and increase release of CRF in the central nucleus of the amygdala [175].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [175] Koob, 2019, Addiction and Stress: An Allostatic View, Neurosci. Biobehav. Rev. source

      Not checked in the free run.

  • May combine two claims.

    Interpretationcitation

    Dieting is stressful, which may explain why engaging in dieting behaviors aimed at losing weight can actually have the opposite effect.

    “Dieting is stressful, which may explain why engaging in dieting behaviors aimed at losing weight can actually have the opposite effect.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Reduced MOR has been observed in comorbid binge eating disorder and obesity and across SUDs.

    “Meanwhile, reduced MOR has been observed in comorbid binge eating disorder and obesity [191] and across SUDs [144] which strongly suggest neurochemical overlap in these conditions, and which can persist despite weight loss or periods of drug abstinence.”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [191] Joutsa, 2018, Binge eating disorder and morbid obesity are associated with lowered mu-opioid receptor availability in the brain, Psychiatry Res. Neuroimaging source

      Not checked in the free run.

    • cites [144] Belzeaux, 2018, Focusing on the Opioid System for Addiction Biomarker Discovery, Trends Mol. Med. source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Extreme diets intended for health reasons which impair daily function have been described as orthorexia nervosa, which appears to be a growing problem.

    “Extreme diets intended for health reasons which impair daily function have been described as “orthorexia nervosa” which appears to be growing problem [197].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [197] Dunn, 2016, On orthorexia nervosa: A review of the literature and proposed diagnostic criteria, Eat. Behav. source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationreasoning

    Restrained eating moderates the link between food environment and FA, as well as the link between FA and obesity.

    “Based on available data linking FA and EDs (Section 1.2), it is proposed that restrained eating moderates the link between food environment and FA, as well as the link between FA and obesity (Figure 1).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Individuals who are the target of weight stigma have been shown to decrease self-control and perceived capacity for weight management.

    “Individuals who are the target of weight stigma have been shown to decrease self-control and perceived capacity for weight management [207].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [207] Major, B., Rathbone, J.A., Blodorn, A., and Hunger, J.M. (2020). The Countervailing Effects of Weight Stigma on Weight-Loss Motivation and Perceived Capacity for Weight Control. Personal. Soc. Psychol. Bull., 146167220903184. source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    A dieting intervention on 121 females showed that monitoring increases perceived stress, while restricting increases cortisol output.

    “A dieting intervention on 121 females which included monitoring and restricting showed that monitoring increases perceived stress, while restricting increases the cortisol output [198].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [198] Tomiyama, 2010, Low calorie dieting increases cortisol, Psychosom Med. source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationreasoning

    Individuals engaging in dietary restraint are predicted to display higher levels of FA severity.

    “In other words, individuals engaging in dietary restraint are predicted to display higher levels of FA severity.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationcitation

    Reduced MOR across binge eating disorder, obesity, and SUDs strongly suggests neurochemical overlap in these conditions, and this can persist despite weight loss or periods of drug abstinence.

    “Meanwhile, reduced MOR has been observed in comorbid binge eating disorder and obesity [191] and across SUDs [144] which strongly suggest neurochemical overlap in these conditions, and which can persist despite weight loss or periods of drug abstinence.”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [191] Joutsa, 2018, Binge eating disorder and morbid obesity are associated with lowered mu-opioid receptor availability in the brain, Psychiatry Res. Neuroimaging source

      Not checked in the free run.

    • cites [144] Belzeaux, 2018, Focusing on the Opioid System for Addiction Biomarker Discovery, Trends Mol. Med. source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    Any change in stress neurobiology is likely to influence reward.

    “Any change in stress neurobiology is likely to influence reward.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The timing of adversity explains more variability in DNA methylation than the accumulation or recency of exposure.

    “It has been suggested that the timing of adversity explains more variability in DNA methylation than the accumulation or recency of exposure [216].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [216] Dunn, 2019, Sensitive periods for the effect of childhood adversity on DNA methylation: Results from a prospective, longitudinal study, Biol. Psychiatry source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    FA can increase internalized weight stigma among individuals.

    “While the FA explanation for weight control has been shown to decrease weight stigma among groups [212,213] it has been suggested that FA can increase internalized weight stigma among individuals [214].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [214] Cassin, S.E., Buchman, D.Z., Leung, S.E., Kantarovich, K., Hawa, A., Carter, A., and Sockalingam, S. (2019). Ethical, Stigma, and Policy Implications of Food Addiction: A Scoping Review. Nutrients, 11. source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    The experience of stigmatization increases cortisol, which may drive food consumption by sensitizing the reward system.

    “Similar to dieting, the experience of stigmatization increases cortisol, which may drive food consumption by sensitizing the reward system [203].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [203] Tomiyama, 2014, Weight stigma is stressful. A review of evidence for the Cyclic Obesity/Weight-Based Stigma model, Appetite source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    Altered neurochemistry from SUD and/or ELA/STA will impact the degree of success with dietary restraint.

    “It is likely that altered neurochemistry from SUD and/or ELA/STA will impact the degree of success with dietary restraint.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    A recent fMRI study showed that successful restrained eaters had stronger activation in the middle frontal gyrus and cerebellum, suggesting that food temptations may trigger processes of positive inhibition in some, but not others.

    “A recent fMRI study showed that “successful” restrained eaters had stronger activation in the middle frontal gyrus and cerebellum (associated with executive function and inhibition) suggesting that food temptations may trigger processes of positive inhibition in some, but not others [200].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [200] Su, 2019, Why Do Most Restrained Eaters Fail in Losing Weight?: Evidence from an fMRI Study, Psychol. Res. Behav Manag. source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    In a large national sample (n = 5129), weight discrimination was associated with overeating, specifically convenience foods, and less regular meal timing.

    “In a large national sample (n = 5129), weight discrimination was associated with overeating (specifically convenience foods) and less regular meal timing [206].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [206] Sutin, 2016, Weight discrimination and unhealthy eating-related behaviors, Appetite source

      Not checked in the free run.

  • May combine two claims.

    Interpretationnone given

    Theories of weight loss based on low-calorie dieting are failing, likely due to neurochemical, endocrine, and gastrointestinal factors not adequately captured by simple models of energy balance.

    “More recently it has become clear that theories of weight loss based on low-calorie dieting are failing, likely due to neurochemical, endocrine, and gastrointestinal factors which are not adequately captured by simple models of energy balance.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    A stress-induced increase in KOR function may promote drug seeking by reducing DA transmission.

    “According to some authors, it is possible that a stress-induced increase in KOR function promotes drug seeking by reducing DA transmission [190].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [190] Karkhanis, 2017, International Review of Neurobiology, Int. Rev. Neurobiol. source

      Not checked in the free run.

  • May combine two claims.

    Interpretationnone given

    ELA can alter the physiological response to various forms of psychosocial STA across multiple body systems, which can have a cumulative impact on health behaviors over the lifespan.

    “Importantly, ELA can alter the physiological response to various forms of psychosocial STA across multiple body systems, which can have a cumulative impact on health behaviors over the lifespan.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based). May combine two claims.

    Interpretationreasoning

    Obesity frameworks should incorporate weight stigma as an important cause and consequence of the epidemic, suggested herein as a form of STA that can also become biologically embedded.

    “Furthermore, obesity frameworks should incorporate weight stigma as an important cause and consequence of the epidemic, suggested herein as a form of STA that can also become biological embedded.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Cross-sectional data (NHANES 2005-2014) has shown that higher consumption of ultra-processed foods is associated with excess weight and is more pronounced in females.

    “Cross-sectional data (NHANES 2005–2014) has shown that higher consumption of ultra-processed foods is associated with excess weight and is more pronounced in females [229].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [229] Juul, 2018, Ultra-processed food consumption and excess weight among US adults, Br. J. Nutr. source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given

    FA research which began in animal models has since been described in human neuroimaging studies which capture neurobiological and behavioral overlap between FA and SUDs.

    “FA research which began in animal models has since been described in human neuroimaging studies which capture neurobiological and behavioral overlap between FA and SUDs.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    If reward-related neuroadaptations associated with addiction persist over time, addressing only the underlying factors may fail to create lasting changes in eating behavior, suggesting that policies targeting the food environment will also be important.

    “Meanwhile, if reward-related neuroadaptations associated with addiction persist over time, addressing only the underlying factors may fail to create lasting changes in eating behavior, suggesting that policies targeting the food environment will also be important.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Interpretationcitation

    The role of dietary restraint has been included as an important psychological factor that should be accounted for when conceptualizing FA and obesity.

    “Finally, the role of dietary restraint has been included as an important psychological factor that should be accounted for when conceptualizing FA and obesity, particularly given the strong relationship between ELA and EDs, as recently reviewed elsewhere [46].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [46] Wiss, D., and Brewerton, T. (2020). Separating the Signal from the Noise: How Psychiatric Diagnoses Can Help Discern Food Addiction from Dietary Restraint. Nutrients, 12. source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    People gained weight on the ultra-processed diet and lost weight on the unprocessed diet in the recent trial.

    “Not surprisingly, people gained weight on the ultra-processed diet and lost weight on the unprocessed.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [228] Hall, 2019, Ultra-Processed Diets Cause Excess Calorie Intake and Weight Gain: An Inpatient Randomized Controlled Trial of Ad Libitum Food Intake, Cell Metab. source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationnone given

    Sugar, salt, and fat added to foods make them more palatable and reinforce drug-like behavior with loss of control, continued use despite consequences, binge episodes, and other similarities with traditional drugs of abuse.

    “Sugar, salt, and fat added to foods make them more palatable and reinforce “drug-like” behavior with loss of control, continued use despite consequences, binge episodes, and other similarities with traditional drugs of abuse.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    Body weight is not simply a choice, as implied by food addiction data.

    “decrease weight stigma based on FA data implying that body weight is not simply a “choice””
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Premisenone given

    Mediating mechanisms such as allostatic load, the HPA axis, DNA methylation, and altered reward sensitivity (i.e., dopamine systems) have scientific merit.

    “Mediating mechanisms such as AL, the HPA axis, DNA methylation, and altered reward sensitivity (i.e., dopamine systems) have scientific merit”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Identifying certain foods as addictive may encourage collective efforts to avoid them and is associated with support for policies to curb their use.

    “Identifying certain foods to be addictive may encourage collective efforts to avoid them [231] and is associated with support for policies to curb their use [232] similar to how public health officials addressed Big Tobacco.”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [231] Ruddock, 2017, Food Addiction Beliefs Amongst the Lay Public: What Are the Consequences for Eating Behaviour?, Curr. Addict. Rep. source

      Not checked in the free run.

    • cites [232] Moran, 2016, Believing that certain foods are addictive is associated with support for obesity-related public policies, Prev. Med. source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    A study from Spain showed that four or more servings per day of ultra-processed foods is associated with a 62% increased hazard for all-cause mortality, where each additional serving increased all-cause mortality by 18%.

    “A study from Spain showed that four or more servings per day of ultra-processed foods is associated with a 62% increased hazard for all-cause mortality, where each additional serving increased all-cause mortality by 18% [230].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [230] 2019, Association between consumption of ultra-processed foods and all cause mortality: SUN prospective cohort study, BMJ

      Not checked in the free run.

  • May combine two claims.

    Interpretationcitation

    Greater awareness of the biological mechanisms discussed is likely to reduce weight stigma, which is a known barrier for individual help-seeking behaviors in those with obesity as well as SUDs.

    “Greater awareness of the biological mechanisms discussed herein are likely to reduce weight stigma, which is a known barrier for individual help-seeking behaviors in those with obesity [224] as well as SUDs [225].”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [224] Tomiyama, A.J., Carr, D., Granberg, E.M., Major, B., Robinson, E., Sutin, A.R., and Brewis, A. (2018). How and why weight stigma drives the obesity ‘epidemic’ and harms health. BMC Med., 16. source

      Not checked in the free run.

    • cites [225] Yang, 2017, Stigma and substance use disorders, Curr. Opin. Psychiatry source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    Reducing exposure to addiction-like eating can improve executive functioning.

    “At a minimum, it is reasonable to predict that reducing exposure to addiction-like eating can improve executive functioning.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.

    Interpretationreasoning

    Improving the early childhood environment might impact obesity risk and therefore should be a public health priority.

    “This paper has reviewed evidence to suggest that improving the early childhood environment might impact obesity risk and therefore should be a public health priority.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Stress proliferates over the life course and across generations, widening health disparities between advantaged and disadvantaged groups.

    “Stress proliferates over the life course and across generations, widening health disparities between advantaged and disadvantaged groups [242].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [242] Thoits, 2010, Stress and Health: Major Findings and Policy Implications, J. Health Soc. Behav source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    The impact of low SES can become embedded into inflammatory processes, the HPA axis, and neural function/structure, all of which are epigenetically controlled.

    “The impact of low SES can become embedded into inflammatory processes, the HPA axis, and neural function/structure, all of which are epigenetically controlled [135].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [135] Demetriou, 2015, Biological embedding of early-life exposures and disease risk in humans: A role for DNA methylation, Eur. J. Clin. Investig. source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    SES indicators are upstream determinants of health while biological factors are more proximate determinants.

    “SES indicators are upstream determinants of health while biological factors are more proximate determinants [221].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [221] Bortz, 2005, Biological basis of determinants of health, Am. J. Public Health source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S2 (checkable).

    Premisecitation

    Biopsychosocial approaches that consider the cumulative interplay between social and biological factors are helpful when conceptualizing multiple systems driving substance-related disorders, whether it be alcohol, drugs, nicotine, or food.

    “Biopsychosocial approaches that consider the cumulative interplay between social and biological factors are helpful when conceptualizing multiple systems driving substance-related disorders, whether it be alcohol, drugs, nicotine, or food [243].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [243] Wiss, 2019, A Biopsychosocial Overview of the Opioid Crisis: Considering Nutrition and Gastrointestinal Health, Front. Public Health source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    Low SES and neighborhood disadvantage remain important drivers of early life adversity, particularly within the context of the obesity epidemic.

    “Low SES and neighborhood disadvantage remain important drivers of ELA, particularly within the context of the obesity epidemic.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    Unregulated promotion of addictive foods by the food industry are major contributors of obesity, particularly in the face of disadvantage and distress.

    “We propose that unregulated promotion of addictive foods by the food industry are major contributors of obesity, particularly in the face of disadvantage and distress.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based). May combine two claims.

    Interpretationnone given

    Food addiction treatment does not always require specific food abstinence but does warrant reduced exposure and harm reduction strategies.

    “FA treatment does not always require specific “food abstinence” but it does warrant reduced exposure and harm reduction strategies.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    Cultural shifts around food norms will be necessary for personalized precision nutrition interventions to be successful.

    “In order for these strategies to be successful, cultural shifts around food norms will be necessary.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.

    Interpretationreasoning

    Food addiction is both an individual and collective health problem.

    “Furthermore, FA is both an individual and collective health problem”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    The food addiction construct may help reduce stigma associated with addiction-like behaviors, including obesity.

    “which may help reduce stigma associated with addiction-like behaviors, including obesity.”
    Quote in the paperNot a substantial claim
87 of 87
  • The paper relies on this without support.

    FA does not always lead to obesity, and obesity can occur in the absence of FA.

    “We also acknowledge that FA does not always lead to obesity, and that obesity can occur in the absence of FA.”
  • The paper relies on this without support.

    Social and biological processes overlap and are inextricably linked.

    “Social and biological processes overlap and are inextricably linked.”
  • The authors state this as an assumption.

    Normalizing or improving HPA axis function may be beneficial in the treatment and relapse of addiction-related disorders.

    “It is not unreasonable to assume that normalizing/improving HPA axis function may be beneficial in the treatment and relapse of addiction-related disorders.”
  • The paper relies on this without support.

    All addictions share a common neurobiology.

    “All addictions share a common neurobiology and have known relationships to STA in both directions.”
  • The paper relies on this without support.

    Public health interventions to increase access to healthy foods in lower SES communities have been unsuccessful in reducing obesity.

    “Public health interventions to increase access to healthy foods in lower SES communities have been unsuccessful in reducing obesity, therefore new approaches are needed.”
  • The paper relies on this without support.

    Public health nutrition interventions in low SES communities have had limited success.

    “This might explain why public health nutrition interventions in low SES communities have had limited success.”
  • The paper relies on this without support.

    Dietary restraint is a known risk factor for the development of eating disorders.

    “Since dietary restraint is a known risk factor for the development of EDs”
7 of 7

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Public attitudes toward individuals with addiction remain markedly negative, often more so than toward those with other mental health conditions.

    “Public attitudes toward individuals with addiction remain markedly negative, often more so than attitudes toward those with other mental health conditions.”

    From Beyond Stigma–Integrating Neurobiology, Genetics, and Awareness Integration Theory in Addiction Recovery (2026) · cites this paper as [92]

    Section 6, “What Does It Mean for Public Health?” (page not available), describes stigma as a barrier to help-seeking for people with substance use disorders, supporting the claim that negative attitudes are a concern. It does not compare attitudes toward people with addiction with attitudes toward people with other mental health conditions. (LLM, conf=0.78)

    Experimental — accuracy not yet measured

Cites

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Cited by

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Authors
Wiss, D. A., Avena, N., & Gold, M.
Affiliations
  • University of California, Los Angeles (US)
  • Princeton University (US)
  • Washington University in St. Louis (US)
Corresponding author
Gold, Mark
Venue
Nutrients
Publisher
MDPI AG
Published
2020-11-16
Volume
12
Issue
11
Pages
3521
ISSN
2072-6643 (ISSN-L)
OpenAlex
W3102674488
Cited by
66
References
250
Citations by year
2026: 11 · 2025: 11 · 2024: 14 · 2023: 8 · 2022: 14 · 2021: 8
FWCI
0.59
Type
journal article
Language
en
Open access
Locations
  • Nutrients (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • Digital Commons@Becker (Washington University School of Medicine) (submittedVersion)
Topics
  • Social Sciences › Psychology › Clinical Psychology › Eating Disorders and Behaviors
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Obesity, Physical Activity, Diet
  • Life Sciences › Neuroscience › Endocrine and Autonomic Systems › Regulation of Appetite and Obesity
Keywords
food addiction, psychosocial adversity, biological embedding, early childhood adversity, adolescent adversity, traumatic stress, obesity, glucocorticoid system, dopaminergic system, allostatic load, hypothalamic-pituitary-adrenal axis, epigenetics, dietary restraint, disordered eating, weight stigma, public health policy, biopsychosocial model
MeSH terms
Food Addiction, Adolescent, Adult, Child, Diet Therapy, Dopamine, Glucocorticoids, Humans, Hypothalamo-Hypophyseal System, Life Change Events, Obesity, Pituitary-Adrenal System, Public Health, Stress, Psychological, Epigenomics

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-09.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-09.

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