Food Addiction and Psychosocial Adversity: Biological Embedding, Contextual Factors, and Public Health Implications
Open accessAbstract
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.
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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.
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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
- Premisecitation
Rodent studies documented early and persistent alterations in amygdala circuitry and function following exposure to ELA, which were not diminished when the stressor was removed.
“Other rodent studies documented early and persistent alterations in amygdala circuitry and function following exposure to ELA, which were not diminished when the stressor was removed [20].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [20] Cohen, 2013, Early-life stress has persistent effects on amygdala function and development in mice and humans, Proc. Natl. Acad. Sci. USA source
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- Interpretationreasoning
Unsafe environments associated with lower SES neighborhoods are likely to impact BMI through increases in reward-based eating.
“Given the link between STA and FA, unsafe environments associated with lower SES neighborhoods are likely to impact BMI through increases in reward-based eating.”
Quote in the paperSubstantial claim - Premisecitation
Severe physical and sexual abuse are associated with a 90% increase in FA risk.
“For example, data from the Nurses’ Health Study II has shown that severe physical and sexual abuse are associated with a 90% increase in FA risk [52].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [52] Mason, 2013, Abuse victimization in childhood or adolescence and risk of food addiction in adult women, Obesity source
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- Premisecitation
FA prevalence is the highest in BN compared with other EDs.
“FA prevalence is the highest in BN [48] compared with other EDs, suggesting that FA treatment models should consider symptom contribution from dietary restraint and other compensatory behaviors.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [48] Meule, 2019, Ten Years of the Yale Food Addiction Scale: A Review of Version 2.0, Curr. Addict. Rep. source
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- Premisecitation
Obesity risk is decreased when positive contextual factors (maternal mental health, school safety, and child resilience) are present.
“Meanwhile, large datasets (n = 43,864) have shown that obesity risk is decreased when positive contextual factors (maternal mental health, school safety, and child resilience) are present [105].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [105] Lynch, 2018, The impact of positive contextual factors on the association between adverse family experiences and obesity in a National Survey of Children, Prev. Med. source
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- Interpretationreasoning
FA may partially mediate the relationship between the food environment and obesity.
“The proposed pathways in Figure 1 suggest that FA may partially mediate the relationship between the food environment and obesity.”
Quote in the paperSubstantial claim - Premisecitation
Obesity (similar to SUD) is associated with deficits in executive functioning.
“Research has shown that obesity (similar to SUD) is associated with deficits in executive functioning, an umbrella term encompassing the higher-order cognitive processes that help people take goal-directed action [66].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [66] Dohle, 2018, Executive functions and the self-regulation of eating behavior: A review, Appetite source
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- Premisecitation
Multiple ACEs increased the odds of adult obesity by 46% (95% CI: 28-64%).
“A recent meta-analysis showed that multiple ACEs increased the odds of adult obesity by 46% (95% CI: 28–64%) [24] but several unmeasured confounders likely influence this estimate, such as the presence of EDs and SUDs, which frequently cluster, co-occur, and lead to weight fluctuations [56,57].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [24] Wiss, 2020, Adverse Childhood Experiences and Adult Obesity: A Systematic Review of Plausible Mechanisms and Meta-Analysis of Cross-Sectional Studies, Physiol. Behav. source
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- Premisecitation
FA predicts a worse treatment outcome in patients with binge eating disorder (BED).
“It has also been shown that FA predicts a worse treatment outcome in patients with binge eating disorder (BED) [50].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [50] Romero, 2019, Is food addiction a predictor of treatment outcome among patients with eating disorder?, Eur Eat. Disord Rev. source
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- Premisenone given
The exact mechanisms linking ELA and obesity are not understood.
“In addition, there are established links between ELA and obesity [21,24], however, the exact mechanisms are not understood.”
Quote in the paperSubstantial claim - Premisecitation
Among patients with obesity (n = 224), FA is more closely correlated with psychological factors (depressive symptoms, quality of life) than with metabolic parameters (BMI, fat percentage, waist circumference).
“Among patients with obesity (n = 224), FA is more closely correlated with psychological factors (depressive symptoms, quality of life) than with metabolic parameters (BMI, fat percentage, waist circumference) [74].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [74] Kiyici, 2020, Food Addiction Correlates with Psychosocial Functioning More Than Metabolic Parameters in Patients with Obesity, Metab. Syndr. Relat. Disord. source
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- Premisecitation
Overall psychological resources (i.e., stress) had more consistent evidence of mediation than external neighborhood in the relationship between SES and BMI.
“A recent systematic review found that overall psychological resources (i.e., stress) had more consistent evidence of mediation than external neighborhood in the relationship between SES and BMI [91].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [91] Claassen, 2019, A systematic review of psychosocial explanations for the relationship between socioeconomic status and body mass index, Appetite source
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- Premisecitation
There are established links between ELA and obesity.
“In addition, there are established links between ELA and obesity [21,24], however, the exact mechanisms are not understood.”
Quote in the paperSubstantial claim0 of 2 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 [24] Wiss, 2020, Adverse Childhood Experiences and Adult Obesity: A Systematic Review of Plausible Mechanisms and Meta-Analysis of Cross-Sectional Studies, Physiol. Behav. source
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- Premisecitation
Currently there are no empirically supported psychosocial interventions for FA.
“A recent systematic review of mostly pilot and feasibility studies concluded that currently there are no empirically supported psychosocial interventions for FA [59].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [59] Cassin, 2020, Psychosocial Interventions for Food Addiction: A Systematic Review, Curr. Addict. Rep. source
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- Premisecitation
Dietary restraint/restriction can lead to rebound bingeing.
“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 claim0 of 1 sources checked- cites [45] Racine, 2011, Dietary restraint moderates genetic risk for binge eating, J. Abnorm. Psychol. source
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- Premisecitation
Neurobiological overlaps between obesity and addiction have been described within the mesolimbic pathway between the ventral tegmental area (VTA) and the ventral striatum, with further projection to limbic and cortical regions.
“Neurobiological overlaps between obesity and addiction have been described within the mesolimbic pathway between the ventral tegmental area (VTA) and the ventral striatum, with further projection to limbic (amygdala and hippocampus) and cortical regions (prefrontal cortex [PFC] and cingulate gyrus) [64].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [64] Volkow, 2013, Obesity and addiction: Neurobiological overlaps, Obes. Rev. source
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- Premisecitation
In a Brazilian sample (n = 7639), FA was independently associated with early life physical and sexual abuse.
“In a Brazilian sample (n = 7639) FA was independently associated with early life physical and sexual abuse [27].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [27] Schuch, 2018, Food addiction: Prevalence, psychopathological correlates and associations with quality of life in a large sample, J. Psychiatr. Res. source
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- Premisecitation
The inverse relationship between SES and BMI exists.
“Given the inverse relationship between SES and BMI [101,102], obesity can also be viewed as a social phenomenon.”
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Decreased methylation at the kappa-opioid receptor (KOR) in the anterior insula has been shown in child abuse.
“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 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
Methylation status on DA signaling genes (SLC18A1 and SLC6A3) might underlie epigenetic mechanisms contributing to carbohydrate and calorie consumption, as well as fat deposition.
“It has been shown that the methylation status on DA signaling genes (SLC18A1 and SLC6A3) might underlie epigenetic mechanisms contributing to carbohydrate and calorie consumption, as well as fat deposition [157].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [157] Milagro, 2018, Dopamine gene methylation patterns are associated with obesity markers and carbohydrate intake, Brain Behav. source
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- Interpretationreasoning
Epigenetic processes may be a key mediator between social environments during childhood and disease risk throughout life.
“Epigenetic processes may be a key mediator between social environments during childhood and disease risk throughout life.”
Quote in the paperSubstantial claim - Interpretationreasoning
Epigenetic marks that persist into adulthood may influence vulnerability for psychopathology through their impact on HPA axis function.
“Such epigenetic marks that persist into adulthood may influence vulnerability for psychopathology through its impact on HPA axis function.”
Quote in the paperSubstantial claim - Premisecitation
In a sample of 206 women with bulimic symptomatology, there was evidence of increased methylation of the DA-D2 gene promoter compared to controls.
“In a sample of 206 women with bulimic symptomatology, there was evidence of increased methylation of the DA-D2 gene promoter, compared to controls [153].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [153] Groleau, 2014, Methylation of the dopamine D2 receptor (DRD2) gene promoter in women with a bulimia-spectrum disorder: Associations with borderline personality disorder and exposure to childhood abuse, J. Psychiatr. Res. source
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- Premisecitation
Both DNA methylation and demethylation mechanisms are likely recruited during early life unfavorable experiences.
“Both DNA methylation and demethylation mechanisms are likely recruited during early life unfavorable experiences [136].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [136] Lutz, 2014, DNA methylation and childhood maltreatment: From animal models to human studies, Neuroscience source
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- Premisecitation
Perceived stress from structural racism and weight stigma among black women creates negative emotions which predict emotional eating.
“For example, a recent systematic review found that perceived stress from structural racism and weight stigma among black women creates negative emotions which predict emotional eating [113].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [113] Pickett, 2020, Understanding and effectively addressing disparities in obesity: A systematic review of the psychological determinants of emotional eating behaviours among Black women, Obes. Rev. source
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- Premisecitation
Increased obesity susceptibility genes such as FTO have been found in the insula and substantia nigra.
“Increased obesity susceptibility genes (e.g., FTO) have been found in the insula and substantia nigra (brain regions involved in addiction and reward) [156].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [156] Ndiaye, 2020, The expression of genes in top obesity-associated loci is enriched in insula and substantia nigra brain regions involved in addiction and reward, Int. J. Obes. source
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- Premisecitation
Expression levels of candidate genes implicated in glucose and energy homeostasis (e.g., HDAC7 and IGF2BP2) could be epigenetically regulated by gut bacterial populations.
“Expression levels of candidate genes implicated in glucose and energy homeostasis (e.g., HDAC7 and IGF2BP2) could be epigenetically regulated by gut bacterial populations [159].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [159] Tinahones, 2019, Gut Microbiota Composition Is Associated with the Global DNA Methylation Pattern in Obesity, Front. Genet. source
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Obesity itself can be a stressful state due to high prevalence of weight stigma.
“Obesity itself can be a stressful state due to high prevalence of weight stigma [114] (discussed in Section 5.2), as highlighted by the feedback loop in Figure 1.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [114] Tomiyama, 2019, Stress and Obesity, Annu. Rev. Psychol. source
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The link between epigenetic marks and gut microbes appears to be mediated by host-microbial metabolites acting as substrates and cofactors for key epigenetic enzymes in the host.
“The link between epigenetic marks and gut microbes appear to be mediated by host-microbial metabolites acting as substrates and cofactors for key epigenetic enzymes in the host [160].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [160] Yanes, 2019, Epigenetic Regulation at the Interplay Between Gut Microbiota and Host Metabolism, Front. Genet. source
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Human parental care impacts epigenetic regulation of hippocampal glucocorticoid receptor gene (NR3C1) expression.
“A milestone study confirmed what had been previously shown in animal models: human parental care impacts epigenetic regulation of hippocampal glucocorticoid receptor gene (NR3C1) expression [138].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [138] McGowan, 2009, Epigenetic regulation of the glucocorticoid receptor in human brain associates with childhood abuse, Nat. Neurosci. source
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These effects might not be restricted to one's own lifespan but may also be transmitted to offspring.
“In line with what has been observed in rodent studies [131], these effects might not be restricted to one’s own lifespan but may also be transmitted to offspring [132].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [131] Wiss, 2017, Preclinical evidence for the addiction potential of highly palatable foods: Current developments related to maternal influence, Appetite source
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- cites [132] Buss, 2017, Intergenerational Transmission of Maternal Childhood Maltreatment Exposure: Implications for Fetal Brain Development, J. Am. Acad. Child. Adolesc. Psychiatry source
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DNA methylation is a plausible mechanism through which early life exposures such as low SES and nutritional patterns become biologically embedded.
“DNA methylation is an enzymatically-catalyzed modification of DNA and is one plausible mechanism through which early life exposures (low SES, nutritional patterns) become biologically embedded [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
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- Premisecitation
Higher levels of AL have been observed in higher weight individuals.
“Higher levels of AL (indexed by measures of blood pressure, C-reactive protein, fibrinogen, cholesterol ratio, triglycerides, and cortisol) have been observed in higher weight individuals [120].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [120] Jurado, 2019, Allostatic load and executive functions in overweight adults, Psychoneuroendocrinology source
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DNA methylation in obesity-related genes may relate to obesity risk in adolescents.
“Recent data shows that DNA methylation in obesity-related genes may relate to obesity risk in adolescents [155].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [155] He, 2019, Association between DNA methylation in obesity-related genes and body mass index percentile in adolescents, Sci. Rep.
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NR3C1 has been linked to prenatal stress.
“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 [140] Eixarch, 2015, Maternal psychosocial stress during pregnancy alters the epigenetic signature of the glucocorticoid receptor gene promoter in their offspring: A meta-analysis, Epigenetics source
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- Premisecitation
GCs down-regulate monoamine oxidase, the enzyme responsible for DA removal.
“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 paperSubstantial 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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A higher salivary cortisol level in response to stress is associated with higher drop-out rates in treatment.
“Interestingly, a higher salivary cortisol level in response to stress has been associated with higher drop-out rates in treatment [179].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [179] Daughters, 2009, HPA axis response to psychological stress and treatment retention in residential substance abuse treatment: A prospective study, Drug Alcohol Depend. source
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Human studies have shown that stress exposure increases alcohol craving.
“Human studies have shown stress exposure increases alcohol craving [171].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [171] McCaul, 2017, A paradigm for examining stress effects on alcohol-motivated behaviors in participants with alcohol use disorder, Addict. Biol. source
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Multiple pathways link stress to obesity, including interference with cognitive processes, behavior, physiological changes, and production of biochemical hormones and peptides.
“Multiple pathways have been described which link stress to obesity, including (1) interference with cognitive processes (executive function, self-regulation) (2) behavior (eating, physical activity, sleep) (3) physiological changes (HPA axis, reward processing, gut microbiome) and (4) production of biochemical hormones and peptides (leptin, ghrelin, neuropeptide Y) [114].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [114] Tomiyama, 2019, Stress and Obesity, Annu. Rev. Psychol. source
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In animal models, chronic opioid pretreatment robustly augments associative fear learning.
“In animal models, chronic opioid pretreatment is able to robustly augment associative fear learning [185].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [185] Pennington, 2019, Chronic opioid pretreatment potentiates the sensitization of fear learning by trauma, Neuropsychopharmacol source
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Stress-induced reinstatement of drug-seeking is generalizable to other substances, including food.
“The phenomenon of stress-induced reinstatement of drug-seeking is generalizable to other substances, including food [170].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [170] Mantsch, 2016, Stress-Induced Reinstatement of Drug Seeking: 20 Years of Progress, Neuropsychopharmacol source
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The vagus nerve has been identified as an important physiological stress pathway linked to gut microbiota.
“The vagus nerve (part of the autonomic nervous system) has been identified as an important physiological stress pathway linked to gut microbiota [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
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- Premisecitation
Poor executive functioning is associated with consumption of palatable food, leading to inflammation and metabolic changes promoting weight gain.
“It is established that poor executive functioning is associated with consumption of palatable food, leading to inflammation and metabolic changes promoting weight gain [161,162,163].”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [161] Miller, 2015, Obesity-associated biomarkers and executive function in children, Pediatr Res. source
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- cites [162] Favieri, 2019, The Executive Functions in Overweight and Obesity: A Systematic Review of Neuropsychological Cross-Sectional and Longitudinal Studies, Front. Psychol source
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- cites [163] Bourassa, 2017, Body mass and cognitive decline are indirectly associated via inflammation among aging adults, Brain Behav Immun source
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- Premisecitation
A less efficient HPA axis negative feedback loop may represent a deficiency in emotion and stress regulation.
“It is well established that amygdala function is moderated by stress-induced glucocorticoid (GC) release [20], and a less efficient HPA axis negative feedback loop may represent a deficiency in emotion and stress regulation [168].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [168] Chami, 2019, Stress hormones and eating disorders, Mol. Cell. Endocrinol. source
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- Premisecitation
With illicit drugs, procurement and use can predispose individuals to traumatic stress.
“With illicit drugs, their procurement and use can predispose individuals to traumatic stress [183,184].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [183] Brady, 1998, Posttraumatic Stress Disorder and Cocaine Dependence: Order of Onset, Am. J. Addict. source
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- cites [184] Cottler, 1992, Posttraumatic stress disorder among substance users from the general population, Am. J. Psychiatry source
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- Premisecitation
GCs upregulate tyrosine hydroxylase, the rate-limiting enzyme in DA synthesis.
“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 paperSubstantial 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
Highly palatable foods stimulate stress hormones that alter the limbic system and striatal pathways, promoting further food craving and excessive intake.
“Highly palatable foods stimulate stress hormones that alter the limbic system (emotions) and striatal (motivational) pathways, promoting further food craving and excessive intake [169].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [169] Sinha, 2018, Role of addiction and stress neurobiology on food intake and obesity, Biol. Psychol. source
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- Interpretationreasoning
Stress enhances substance abuse-related effects at multiple points along the mesolimbic projection.
“Clearly stress enhances substance abuse-related effects at multiple points along the mesolimbic projection.”
Quote in the paperSubstantial claim - Premisecitation
Prolonged exposure to stress can lead to irregular changes in GC receptor density which may increase the reinforcing effects of alcohol and drugs.
“Prolonged exposure to stress can lead to irregular changes in GC receptor density (epigenetics) which may increase the reinforcing effects of alcohol and drugs [177,178].”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [177] Moustafa, A.A., Parkes, D., Fitzgerald, L., Underhill, D., Garami, J., Levy-Gigi, E., Stramecki, F., Valikhani, A., Frydecka, D., and Misiak, B. (2018). The relationship between childhood trauma, early-life stress, and alcohol and drug use, abuse, and addiction: An integrative review. Curr. Psychol., 1–6. source
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- cites [178] Kreek, 2005, Genetic influences on impulsivity, risk taking, stress responsivity and vulnerability to drug abuse and addiction, Nat. Neurosci. source
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- Premisecitation
Amygdala function is moderated by stress-induced glucocorticoid release.
“It is well established that amygdala function is moderated by stress-induced glucocorticoid (GC) release [20], and a less efficient HPA axis negative feedback loop may represent a deficiency in emotion and stress regulation [168].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [20] Cohen, 2013, Early-life stress has persistent effects on amygdala function and development in mice and humans, Proc. Natl. Acad. Sci. USA source
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- Interpretationcitation
Dietary restraint is included in the authors' model as a risk factor for eating pathology, often associated with eating disorders.
“While the concept of dietary restraint has been linked to some positive outcomes (e.g., weight management, prevention efforts) [195], it is included in our model as a risk factor for eating pathology, often associated with EDs (sometimes referred to as restriction).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [195] Schaumberg, 2016, Dietary restraint: What’s the harm? A review of the relationship between dietary restraint, weight trajectory and the development of eating pathology, Clin. Obes. source
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- Premisecitation
In a large sample of adolescents (n = 115,180), perceiving one's body as overweight increases risk of suicidality.
“In a large sample of adolescents (n = 115,180), perceiving one’s body as overweight increases risk of suicidality [205].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [205] Daly, 2020, Perceived overweight and suicidality among US adolescents from 1999 to 2017, Int. J. Obes. source
Not checked in the free run.
- Premisecitation
Weight stigma begets weight gain.
“Weight stigma has been described as a “vicious cycle” where weight stigma begets weight gain [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.
- Interpretationreasoning
Weight stigma is considered by the authors as a midstream driver of eating behavior and subsequent weight outcomes, both through biological and psychosocial pathways.
“Conceptually, weight stigma is similar to other forms of STA, which we consider as midstream drivers of eating behavior and subsequent weight outcomes, both through biological and psychosocial pathways.”
Quote in the paperSubstantial claim - Premisecitation
In a large sample of adolescents (n = 1497), FA and psychological distress mediated the association between weight-related self-stigma and binge eating.
“In a large sample of adolescents (n = 1497), FA and psychological distress mediated the association between weight-related self-stigma and binge eating [208].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [208] Ahorsu, 2020, A prospective study on the link between weight-related self-stigma and binge eating: Role of food addiction and psychological distress, Int. J. Eat. Disord. source
Not checked in the free run.
- Premisecitation
Different dimensions of adversity have distinct influences on neurodevelopment.
“It has also been observed that different dimensions of adversity have distinct influences on neurodevelopment [217].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [217] McLaughlin, 2019, Do Sensitive Periods Exist for Exposure to Adversity?, Biol. Psychiatry source
Not checked in the free run.
- Premisecitation
Many individuals reduced to 50% of their baseline caloric intake for extended periods began collecting recipes and cookbooks.
“Many of the individuals who were reduced to 50% of their baseline caloric intake for extended periods of time (months) began collecting recipes and cookbooks.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [196] Keys, A., Brožek, J., Henschel, A., Mickelsen, O., and Taylor, H.L. (1950). The Biology of Human Starvation, Vols. 1 & 2, University of Minnesota Press. source
Not checked in the free run.
- Premisecitation
A twin study from Finland (n = 4129) showed that dieters are prone to future weight gain independent of genetic factors.
“A twin study from Finland (n = 4129) showed that dieters are prone to future weight gain independent of genetic factors [199].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [199] Saarni, 2011, Does dieting make you fat? A twin study, Int. J. Obes.
Not checked in the free run.
- Premisecitation
Weight stigma increases oxidative stress.
“In addition to increased cortisol, weight stigma also increases oxidative stress [204] providing further evidence of biological embedding.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [204] Tomiyama, 2014, Associations of Weight Stigma with Cortisol and Oxidative Stress Independent of Adiposity, Health Psychol. source
Not checked in the free run.
- Premisecitation
Caloric restriction leads to preoccupation with food.
“The finding that caloric restriction leads to preoccupation with food has been widely cited in the ED literature.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [196] Keys, A., Brožek, J., Henschel, A., Mickelsen, O., and Taylor, H.L. (1950). The Biology of Human Starvation, Vols. 1 & 2, University of Minnesota Press. source
Not checked in the free run.
- Premisecitation
Perceptions and/or experiences of weight bias in primary care settings negatively influence patient engagement with health care services.
“Perceptions and/or experiences of weight bias in primary care settings have been shown to negatively influence patient engagement with health care services [210].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [210] Alberga, 2019, Weight bias and health care utilization: A scoping review, Prim. Heal. Care Res. Dev. source
Not checked in the free run.
- Premisecitation
Some people will experience longer term distress from weight stigma than others.
“It has also been shown that some people will experience longer term distress from weight stigma than others [209].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [209] Pudney, 2020, Distressed or not distressed? A mixed methods examination of reactions to weight stigma and implications for emotional wellbeing and internalized weight bias, Soc. Sci. Med. source
Not checked in the free run.
- Premisecitation
Significant intentional weight loss produced the onset of binge eating in 30% of participants (n = 36) in the Keys study.
“The study showed that significant (intentional) weight loss produced the onset of binge eating in 30% of participants (n = 36).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [196] Keys, A., Brožek, J., Henschel, A., Mickelsen, O., and Taylor, H.L. (1950). The Biology of Human Starvation, Vols. 1 & 2, University of Minnesota Press. source
Not checked in the free run.
- Interpretationnone given
The cumulative effects of STA can impact neural function with significant implications for substance-seeking behaviors.
“What we do know is that the cumulative effects of STA can impact neural function with significant implications for substance-seeking behaviors.”
Quote in the paperNot a substantial claim - Premisecitation
The FA explanation for weight control has been shown to decrease weight stigma among groups.
“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 2 sources checked- cites [212] Latner, 2014, Food addiction as a causal model of obesity. Effects on stigma, blame, and perceived psychopathology, Appetite source
Not checked in the free run.
- cites [213] O’Brien, K.S., Puhl, R.M., Latner, J.D., Lynott, D., Reid, J.D., Vakhitova, Z., Hunter, J.A., Scarf, D., Jeanes, R., and Bouguettaya, A. (2020). The Effect of a Food Addiction Explanation Model for Weight Control and Obesity on Weight Stigma. Nutrients, 12. source
Not checked in the free run.
- Premisecitation
Based on observed deficits in the ventral striatum, reward responsiveness and processing may be a primary mediator of the effects of ELA.
“Based on observed deficits in the ventral striatum, reward responsiveness and processing may be a primary mediator of the effects of ELA [192].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [192] Novick, 2018, The effects of early life stress on reward processing, J. Psychiatr. Res. source
Not checked in the free run.
- Premisecitation
Feelings of rejection associated with weight stigma and disordered eating are additional stressors which may further perpetuate a negative cycle.
“Feelings of rejection associated with weight stigma and disordered eating are additional stressors which may further perpetuate a negative cycle [114,168].”
Quote in the paperSubstantial claim0 of 2 sources checked - Premisecitation
Neighborhood disadvantage creates social context which may become biologically embedded.
“Neighborhood disadvantage creates social context which may become biologically embedded [222].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [222] Lei, 2018, Biological embedding of neighborhood disadvantage and collective efficacy: Influences on chronic illness via accelerated cardiometabolic age, Dev. Psychopathol. source
Not checked in the free run.
- Premisecitation
Western-style diets rapidly impair appetitive control, compared to those on their habitual diet.
“Western-style diets rapidly impair appetitive control, compared to those on their habitual diet [65].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [65] Stevenson, 2020, Hippocampal-dependent appetitive control is impaired by experimental exposure to a Western-style diet, R. Soc. Open Sci. source
Not checked in the free run.
- Premisecitation
Resiliency-building programs that reduce delay discounting may decrease addictive behaviors.
“Resiliency-building programs that reduce delay discounting may decrease addictive behaviors [220].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [220] Rung, 2019, Changing Delay Discounting and Impulsive Choice: Implications for Addictions, Prevention, and Human Health, Perspect. Behav Sci. source
Not checked in the free run.
- Premisecitation
Evidence suggests that aggressive marketing of these foods to children, adolescents, and young adults disproportionately affects vulnerable groups.
“Evidence suggests that aggressive marketing of these foods to children, adolescents, and young adults disproportionately affects vulnerable groups [234,235,236,237,238].”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [234] Mallarino, 2013, Advertising of ultra-processed foods and beverages: Children as a vulnerable population, Rev. Saúde Pública source
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- cites [235] Freeman, 2016, Young adults: Beloved by food and drink marketers and forgotten by public health?, Health Promot. Int.
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- cites [236] Story, 2004, Food Advertising and Marketing Directed at Children and Adolescents in the US, Int. J. Behav. Nutr. Phys. source
Not checked in the free run.
- Interpretationreasoning
Consumption of highly palatable foods to self-medicate the long-term biological impact of chronic stress may be a critical factor in understanding the obesity crisis.
“Consumption of highly palatable foods to “self-medicate” the long-term biological impact of chronic stress may be a critical factor in understanding the obesity crisis.”
Quote in the paperSubstantial claim - Premisecitation
Obesity causes changes in opioid and DA signaling which alter reward processing.
“It is clear that obesity causes changes in opioid and DA signaling which alter reward processing [218].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [218] Kravitz, 2018, Persistent effects of obesity: A neuroplasticity hypothesis, Ann. N. Y. Acad. Sci. source
Not checked in the free run.
- Interpretationnone given
Food addiction and substance use disorder share multiple predisposing factors including early life adversity, which can become biologically embedded.
“FA and SUD share multiple predisposing factors including ELA which can become biologically embedded.”
Quote in the paperSubstantial claim - Interpretationnone given
The biological underpinnings of addictions strongly imply a role for ELA in the development of FA and obesity.
“The biological underpinnings of addictions strongly imply a role for ELA in the development of FA and obesity.”
Quote in the paperNot a substantial claim - Premisecitation
A recent trial comparing caloric intake of those on ultra-processed foods compared to unprocessed/whole foods for two weeks found ad libitum intake was increased by approximately 500 kcal/day on the ultra-processed diet.
“A recent trial comparing the caloric intake of those on ultra-processed foods (containing minimal whole foods) compared to unprocessed/whole foods for two weeks found ad libitum intake was increased by approximately 500 kcal/day on the ultra-processed diet [228].”
Quote in the paperNot a substantial 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.
- Interpretationreasoning
Higher SES groups are more likely to have success in reducing addiction-like eating compared to lower SES groups who are constrained by access and resources.
“Higher SES groups are more likely to have success in reducing addiction-like eating compared to lower SES groups who are constrained by access and resources.”
Quote in the paperSubstantial claim - Interpretationreasoning
The cumulative effects of stress and adversity that impact neural function and heighten threat vigilance have significant implications for substance-seeking behaviors, including eating.
“The cumulative effects of STA that impact neural function and heighten threat vigilance have significant implications for substance-seeking behaviors, including eating.”
Quote in the paperNot a substantial claim - Premisecitation
Socioeconomic differences in the quality of early life create cumulative disadvantage that contribute to gradients in health status.
“Meanwhile, socioeconomic differences in the quality of early life create “cumulative disadvantage” that contribute to gradients in health status [37].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [37] Hertzman, 1999, The biological embedding of early experience and its effects on health in adulthood, Ann. N. Y. Acad. Sci. source
Not checked in the free run.
- Premisecitation
The FA model explanation for obesity resulted in lower stigma than the traditional diet and exercise explanation that attributes obesity to personal responsibility.
“A recent study showed that the FA model explanation for obesity resulted in lower stigma than the traditional “diet and exercise” explanation that attributes obesity to personal responsibility [213].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [213] O’Brien, K.S., Puhl, R.M., Latner, J.D., Lynott, D., Reid, J.D., Vakhitova, Z., Hunter, J.A., Scarf, D., Jeanes, R., and Bouguettaya, A. (2020). The Effect of a Food Addiction Explanation Model for Weight Control and Obesity on Weight Stigma. Nutrients, 12. source
Not checked in the free run.
- Interpretationnone given
Epigenetic processes may be a key mediator between social environments during childhood and disease risk in adulthood.
“Epigenetic processes may be a key mediator between social environments during childhood and disease risk in adulthood.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The food addiction construct has gained credibility from animal and human studies reviewed in the paper.
“The FA construct has gained credibility from animal and human studies reviewed herein”
Quote in the paperSubstantial claim - Premisecitation
A recent study of New Orleans children showed that neighborhood stress exerts a direct influence on obesity, after adjusting for diet and activity.
“A recent study of New Orleans children showed that neighborhood stress exerts a direct influence on obesity, after adjusting for diet and activity [219].”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [219] Theall, 2019, Childhood obesity and the associated roles of neighborhood and biologic stress, Prev. Med. Rep. source
Not checked in the free run.
- Premisenone given
Neurobiological responses to food differ among people.
“Given the strong evidence that neurobiological responses to food differ among people”
Quote in the paperNot a substantial claim
- May combine two claims. 51
- Classified as probably not a substantial claim. 46
May combine two claims.
PremisecitationIn 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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Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationIt 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
Not checked in the free run.
Probably not a substantial claim: may not pass S2 (checkable), S4 (based).
Interpretationnone givenImproved 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 claimClassified as probably not a substantial claim.
Premisenone givenThere 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 claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationThe 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
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe 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].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [1] Popkin, 1993, Nutritional Patterns and Transitions, Popul. Dev. Rev. source
Not checked in the free run.
May combine two claims.
PremisecitationChronic 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
Not checked in the free run.
May combine two claims.
InterpretationreasoningChanges 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 claimMay combine two claims.
PremisecitationfMRI 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
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationBiopsychosocial 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].”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [32] Engel, 1977, The need for a new medical model: A challenge for biomedicine, Science source
Not checked in the free run.
May combine two claims.
InterpretationcitationFA 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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Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationWith 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 checkedProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Interpretationnone givenFA 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 claimMay combine two claims.
PremisecitationED 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
Not checked in the free run.
May combine two claims.
PremisecitationImpulsivity 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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Probably not a substantial claim: may not pass S3 (load-bearing).
Premisenone givenIt 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 claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
InterpretationreasoningRisk 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 claimMay combine two claims.
PremisecitationThe 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
Not checked in the free run.
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PremisecitationIn 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
Not checked in the free run.
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PremisecitationA 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
Not checked in the free run.
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PremisecitationIndividuals 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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Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe "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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PremisecitationNR3C1 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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Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Interpretationnone givenAddictions 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.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationTaq1A 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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Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe "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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May combine two claims.
PremisecitationHigher 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
Not checked in the free run.
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InterpretationreasoningDevelopmental 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 claimMay combine two claims.
PremisecitationMethylation 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
Not checked in the free run.
May combine two claims.
InterpretationreasoningCumulatively 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 claimClassified as probably not a substantial claim.
PremisecitationStress 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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PremisecitationThe 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
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationIncreased 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
Not checked in the free run.
Classified as probably not a substantial claim.
PremisecitationRepeated 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
Not checked in the free run.
May combine two claims.
InterpretationreasoningFood 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 claimMay combine two claims.
PremisecitationBoth 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
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
Interpretationnone givenThe 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationChanges 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
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationGCs 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
Not checked in the free run.
May combine two claims.
PremisecitationThe 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
Not checked in the free run.
May combine two claims.
PremisecitationThe 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.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [185] Pennington, 2019, Chronic opioid pretreatment potentiates the sensitization of fear learning by trauma, Neuropsychopharmacol source
Not checked in the free run.
May combine two claims.
PremisecitationIndividual 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
Not checked in the free run.
May combine two claims.
PremisecitationThe 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).
PremisecitationVariability 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.
PremisecitationWithdrawal 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.
InterpretationcitationDieting 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 claimMay combine two claims.
PremisecitationReduced 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.
PremisecitationExtreme 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.
InterpretationreasoningRestrained 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 claimMay combine two claims.
PremisecitationIndividuals 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.
PremisecitationA 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).
InterpretationreasoningIndividuals 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 claimMay combine two claims.
InterpretationcitationReduced 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 givenAny 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe 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).
PremisecitationFA 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.
PremisecitationThe 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 givenAltered 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 claimMay combine two claims.
PremisecitationA 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.
PremisecitationIn 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 givenTheories 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 claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationA 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 givenELA 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 claimProbably not a substantial claim: may not pass S2 (checkable), S4 (based). May combine two claims.
InterpretationreasoningObesity 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 claimMay combine two claims.
PremisecitationCross-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 givenFA 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 claimMay combine two claims.
InterpretationreasoningIf 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 claimClassified as probably not a substantial claim.
InterpretationcitationThe 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.
PremisecitationPeople 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 givenSugar, 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 claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningBody 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 claimProbably not a substantial claim: may not pass S2 (checkable), S4 (based).
Premisenone givenMediating 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 claimMay combine two claims.
PremisecitationIdentifying 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.
PremisecitationA 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.
InterpretationcitationGreater 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 givenReducing 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 claimProbably not a substantial claim: may not pass S2 (checkable). May combine two claims.
InterpretationreasoningImproving 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 claimMay combine two claims.
PremisecitationStress 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.
PremisecitationThe 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.
PremisecitationSES 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).
PremisecitationBiopsychosocial 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 givenLow 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 claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone givenUnregulated 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 claimProbably not a substantial claim: may not pass S2 (checkable), S4 (based). May combine two claims.
Interpretationnone givenFood 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 claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningCultural 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 claimProbably not a substantial claim: may not pass S2 (checkable). May combine two claims.
InterpretationreasoningFood 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 claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningThe 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
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”
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
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“In addition, there are established links between ELA and obesity [21,24], however, the exact mechanisms are not understood.”
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“A positron emission tomography (PET) study also found that long-term exposure to adversity is associated with reduced striatal DA synthesis capacity [28].”
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“It has also been shown that FA predicts a worse treatment outcome in patients with binge eating disorder (BED) [50].”
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Flagged first, then by citations
Cited by
Sorted by citations
Blum, K., Gold, M., Jafari, N., Lewandrowski, K.-U., Sharafshah, A., Mohankumar, K., Lorio, M., Bowirrat, A., Pinhasov, A., Thanos, K., et al. (2026) · Psychology Research and Behavior Management · doi:10.2147/prbm.s561157 · Cited by 1 · see citing works
Self-citation
- 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)
- PMC
- PMC7698089
- 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
- gold
- doi.org
- Licence
- 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.
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