Christopher D. Gardner’s research while affiliated with Palo Alto University and other places


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Publications (243)


Pretreatment predictors of weight loss in a 12‐month behavioral obesity treatment: a signal detection analysis of DIETFITS
  • Article

February 2025

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24 Reads

Obesity

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Christopher D. Gardner

Objective The objective of this study was to identify pretreatment predictors of weight loss in a 12‐month behavioral obesity treatment that restricted either fat or carbohydrates. Methods Participants were 436 adults with overweight or obesity from the Diet Intervention Examining The Factors Interacting with Treatment Success (DIETFITS) trial. Signal detection analysis was used to identify which combinations of 51 pretreatment demographic, clinical, behavioral, and psychosocial variables, along with diet type (healthy low‐fat vs. healthy low‐carbohydrate), formed subgroups that varied in proportion of those achieving at least 5% weight loss at 12 months. Results Overall, 51% of participants achieved at least 5% weight loss at 12 months, with eight subgroups identified through signal detection. Diet type was not a key factor. Among racial and ethnic minority participants, the best predictors of weight loss were lower levels of emotional eating, less friend discouragement, and presence of metabolic syndrome. Among non‐Hispanic White participants, the best predictors were high confidence in participating fully in the intervention, more family encouragement, and lower outcome expectations. Conclusions We found that psychosocial and clinical factors, along with race and ethnicity, successfully differentiated subgroups that varied in their 12‐month weight loss. Given the heterogeneity in response to behavioral obesity treatment, these results can help generate hypotheses to move intervention science toward a precision medicine approach by matching individuals to their most suitable obesity treatments.


Reference equations for peak oxygen uptake for treadmill cardiopulmonary exercise tests based on the NHANES lean body mass equations, a FRIEND registry study

February 2025

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35 Reads

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1 Citation

European Journal of Preventive Cardiology

Aims Cardiorespiratory fitness (CRF), measured by peak oxygen uptake (VO2peak), is a strong predictor of mortality. Despite its widespread clinical use, current reference equations for VO2peak show distorted calibration in obese individuals. Using data from the Fitness Registry and the Importance of Exercise National Database (FRIEND), we sought to develop novel reference equations for VO2peak better calibrated for overweight/obese individuals—in both males and females, by considering body composition metrics. Methods and results Graded treadmill tests from 6836 apparently healthy individuals were considered in data analysis. We used the National Health and Nutrition Examination Survey equations to estimate lean body mass (eLBM) and body fat percentage (eBF). Multivariable regression was used to determine sex-specific equations for predicting VO2peak considering age terms, eLBM, and eBF. The resultant equations were expressed as VO2peak (male) = 2633.4 + 48.7 × eLBM (kg) − 63.6 × eBF (%) − 0.23 × Age2 (R2 = 0.44) and VO2peak (female) = 1174.9 + 49.4 × eLBM (kg) − 21.7 × eBF (%) − 0.158 × Age2 (R2 = 0.53). These equations were well-calibrated in subgroups based on sex, age, and body mass index (BMI), in contrast to the Wasserman equation. In addition, residuals for the percent-predicted VO2peak (ppVO2) were stable over the predicted VO2peak range, with low CRF defined as <70% ppVO2 and average CRF defined between 85 and 115%. Conclusion The derived VO2peak reference equations provided physiologically explainable and were well calibrated across the spectrum of age, sex, and BMI. These equations will yield more accurate VO2peak evaluation, particularly in obese individuals.



P1035 The Effects of an Intermittent Reduced Calorie Diet on Crohn’s Disease

January 2025

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11 Reads

Journal of Crohn s and Colitis

Background Patient and clinician interest in using diet in inflammatory bowel disease (IBD) is strong, but high-quality data is limited. Cycles of a short intermittent calorie restricted diet (IRCD) have been shown to improve inflammatory and metabolic outcomes in healthy subjects, but how this translates to patients with IBD is unclear. We conducted a randomized control trial to assess the effects of IRCD on disease activity in Crohn’s disease (CD). Methods We analyzed data from 97 patients with mild to moderate CD (Crohn’s Disease Activity Index, CDAI 151-450) between the ages of 18-70 years. They were block randomized 2:1 to IRCD and control arms. Patients in the IRCD arm consumed a reduced calorie diet for only 5 consecutive days in a month (1050 calories on day 1, 800 calories for days 2-5) for 3 consecutive months, while patients in the control arm continued their usual diet. Standard of care therapy was continued during the study period. CDAI, short IBD questionnaire (SIBDQ), and patient reported outcomes (PROs) were recorded. The primary endpoint of clinical response was defined as a composite of reduction in CDAI of at least 70 points or a CDAI≤150 at the end of the 3rd 5-day diet cycle. All analyses were done by intention to treat. Results Baseline median CDAI was 198 in the IRCD group and 197 in the control arm. Forty-one patients in the IRCD arm (67.2%) and 15 patients in the control arm (44.1%) met the primary endpoint (p=0.03). Thirty-eight patients in the IRCD arm (62.3%) and 12 patients in the control arm (35.3%) achieved clinical remission (CDAI≤150) at the end of the treatment phase (p=0.018). There were no significant changes in ESR or CRP during the study period. In a post-hoc analysis, a significantly higher proportion of participants in the IRCD arm saw a decrease in baseline fecal calprotectin of at least 50% at the end of treatment versus control (p=0.019). Patients in the IRCD arm had a greater response in SIBDQ compared to the control arm at the end of treatment (p=0.01). Thirty-five patients (57.4%) in the IRCD arm and 9 patients in the control group (25.7%) reported remission by PRO (composite of ≤3 BMs/day and abdominal pain ≤1 on a 0-4 scale, p=0.032). Of note, there was no difference in therapy escalation between IRCD and control arms. Conclusion There was a significantly greater clinical response in the IRCD arm versus the control arm (p=0.03). A significant difference was also seen in key clinical secondary endpoints in favor of IRCD. The high placebo response rate could be due to several factors including standard of care therapy changes. References 1.Wei M, Brandhorst S, Shelehchi M, et al. Fasting-mimicking diet and markers/risk factors for aging, diabetes, cancer, and cardiovascular disease. Sci Transl Med. 2017;9(377). 2.Gubatan J, Kulkarni CV, Talamantes SM, Temby M, Fardeen T, Sinha SR. Dietary Exposures and Interventions in Inflammatory Bowel Disease: Current Evidence and Emerging Concepts. Nutrients. 2023;15(3):579.


A gut pathobiont regulates circulating glycine and host metabolism in a twin study comparing vegan and omnivorous diets
  • Preprint
  • File available

January 2025

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27 Reads

Metabolic diseases such as type 2 diabetes and obesity pose a significant global health burden. Plant-based diets, including vegan diets, are linked to favorable metabolic outcomes, yet the underlying mechanisms remain unclear. In a randomized trial involving 21 pairs of identical twins, we investigated the effects of vegan and omnivorous diets on the host metabolome, immune system, and gut microbiome. Vegan diets induced significant shifts in serum and stool metabolomes, cytokine profiles, and gut microbial composition. Notably, vegan diet subjects exhibited elevated serum glycine levels despite lower dietary glycine intake, linked to reduced abundance of the gut pathobiont Bilophila wadsworthia. Functional studies demonstrated that B. wadsworthia metabolizes glycine via the glycine reductase pathway and modulates host glycine availability. Removing B. wadsworthia from gnotobiotic mice elevated glycine levels and improved metabolic markers. These findings reveal a previously underappreciated mechanism by which the gut microbiota regulates host metabolic status through diet.

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Yes I can! Exploring the impact of self-efficacy in a digital weight loss intervention

December 2024

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12 Reads

Annals of Behavioral Medicine

Background: Self-efficacy is a modifiable intervention target in behavioral weight loss interventions. However, its role in the context of digital interventions is less clear. Purpose: To determine change in self-efficacy in a digital weight loss intervention, and whether self-efficacy is associated with engagement in self-monitoring diet or weight loss. Methods: This is a secondary analysis of the GoalTracker study among 100 adults with overweight or obesity enrolled in a 12-week standalone digital weight loss intervention emphasizing daily self-monitoring. At baseline, 1 month, and 3 months, we assessed self-efficacy for controlling eating (via the Weight Efficacy Lifestyle Questionnaire; WELQ) and self-efficacy for tracking diet. Dietary self-monitoring engagement data were collected from the MyFitnessPal app. Weight was collected in person on a calibrated scale. Analyses included participants with complete data (N range: 72-99). Results: Positive change from baseline to 1 month in self-efficacy for controlling eating was associated with higher dietary self-monitoring engagement (r = 0.21, P = .008) but not with 3-month weight change (r = -0.20, P = .052). Meanwhile, positive change from baseline to 1 month in self-efficacy for tracking diet was associated in a beneficial direction with both outcomes (r = 0.57, P < .001; r = -0.35, P < .001, respectively). However, on average, self-efficacy for controlling eating did not change over time while self-efficacy for tracking diet decreased (P < .001). Conclusion: Improvements in self-efficacy-particularly for tracking diet-early on in a digital weight loss intervention served as a mechanism of greater engagement and weight loss, highlighting the need for strengthening intervention strategies that promote early self-efficacy within a digital context.


Generalized oxygen consumption equation and body compartments for scaling. (A) The generalized equation for peak oxygen consumption with a constant representing the metabolic equivalent at rest; a mass term, which would ideally reflect the energetic mass; and a “workload term,” which reflects absolute exercise intensity. (B) Illustrated criteria for body size-independent scaling and calibration among the subgroups. (C) Body mass can be assessed using different compartments. LBM measures the specific tissue compartment after the exclusion of the FM and bone mineral content. BCM measures the overall cell mass of the body, usually with K isotope methods. Both LBM and BCM better relate to the metabolically active tissue. (D) Summary of the aims of the study.
Consort diagram for the FRIEND (derivation cohort), SET (external validation cohort), and DIETFITS (contextualization cohort) datasets. CVD, cardiovascular disease; DIETFITS, Diet Intervention Examining the Factors Interacting with Treatment Success; DXA, dual-energy x-ray absorptiometry; FRIEND, Fitness Registry and the Importance of Exercise National Database; HCM, hypertrophic cardiomyopathy; SET, Stanford exercise testing.
EBM compared to measured values. (A) Formulation considering mass and height allometries, sex, and fractional age (fAge = Age/100). (B) The relationship between EBM and LBM in DIETFITS. (C) Adjusted EBM behavior with aging compared to measured BCM.
The generalized VO2peak equation based upon EBM. (A) Formulation considering EBM. (B) Predicted VO2peak standard equation (red) compared. (C) Predicted VO2peak allometric equation (blue). For both (B,C), values lower than 1 represent VO2peak overestimation by the equation, and greater than 1, an underestimation. The gray reference zone corresponds to a slope of 1. fGr, fractional grade; HRR, heart rate reserve; Sp, speed in mph.
VO2peak equation performance in the apparently healthy subgroups from the FRIEND (derivation) and the SET registries (validation).

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A generalized equation for predicting peak oxygen consumption during treadmill exercise testing: mitigating the bias from total body mass scaling

December 2024

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98 Reads

Frontiers in Cardiovascular Medicine

Background Indexing peak oxygen uptake (VO2peak) to total body mass can underestimate cardiorespiratory fitness (CRF) in women, older adults, and individuals with obesity. The primary objective of this multicenter study was to derive and validate a body size-independent scaling metric for VO2peak. This metric was termed exercise body mass (EBM). Method In a cohort of apparently healthy individuals from the Fitness Registry and the Importance of Exercise National Database, we derived EBM using multivariable log-normal regression analysis. Subsequently, we developed a novel workload (WL) equation based on speed (Sp), fractional grade (fGr), and heart rate reserve (HRR). The generalized equation for VO2peak can be expressed as VO2peak = Cst × EBM × WL, where Cst is a constant representing the VO2peak equivalent of one metabolic equivalent of task. This generalized equation was externally validated using the Stanford exercise testing (SET) dataset. Results A total of 5,618 apparently healthy individuals with a respiratory exchange ratio >1.0 (57% men, mean age 44 ± 13 years) were included. The EBM was expressed as Mass (kg)0.63 × Height (m)0.53 × 1.16 (if a man) × exp (−0.39 × 10⁻⁴ × age²), which was also approximated using simple sex-specific additive equations. Unlike total body mass, EBM provided body size-independent scaling across both sexes and WL categories. The generalized VO2peak equation was expressed as 11 × EBM × [2 + Sp (in mph) × (1.06 + 5.22 × fGr) + 0.019 × HRR] and had an R² of 0.83, p < 0.001. This generalized equation mitigated bias in VO2peak estimations across age, sex, and body mass index subgroups and was validated in the SET registry, achieving an R² of 0.84 (p < 0.001). Conclusions We derived a generalized equation for measuring VO2peak during treadmill exercise testing using a novel body size-independent scaling metric. This approach significantly reduced biases in CRF estimates across age, sex, and body composition.


Figure 1 Biopsychosocial model of the overlapping interplay of biological, psychological and social factors that may impact emergent father's health.
Longitudinal changes in lifestyle behaviours and cardiovascular health during the transition to fatherhood: the Dad Bod observational cohort study protocol

November 2024

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16 Reads

BMJ Open

Introduction Despite the importance of the transition to fatherhood as a critical life stage among young adult men, much remains unknown about the factors predictive of ideal cardiovascular health (CVH) and how CVH is impacted as young men face new roles and responsibilities associated with fatherhood. Methods and analysis To address this gap, the Dad Bod Study is a prospective, longitudinal and observational study designed to examine how fatherhood affects young men’s CVH. A total of 125, first-time prospective fathers (men, 19–39 years) will be enrolled and followed over 1.5 years. Metrics of the American Heart Association’s ‘Life’s Essential 8’ as well as demographic, social and psychosocial factors will be collected at four time points (baseline (during the pregnant partner’s second trimester), 1-month post partum, 6 months post partum and 1 year post partum). The primary aims are to measure predictors of CVH among first-time fathers and describe longitudinal changes in CVH. A secondary aim is to identify the best practices for recruitment, retention and remote data collection in this population. Ethics and dissemination The study was approved by the University of California, Irvine Institutional Review Board (IRB #4907, approved 1 May 2024). Participants will provide written consent. Study data will be disseminated in manuscripts submitted to peer-reviewed journals as well as in abstracts submitted to conferences and in the resulting posters and presentations. After study completion, anonymised data and material will be made publicly available.


Syllabus selection process. Among all the courses offered at the 21 MCURC LGUs, only those available to undergraduates, taught in 2022–2023, fitting the definition of FSE, and those for which a syllabus was obtained were included for analysis (n = 171).
Training for transformation: examining food systems courses at US land-grant universities

October 2024

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42 Reads

Higher education institutions can play an essential role in preparing students to participate in movements for just and sustainable food systems change. For the past two decades, many United States land-grant universities (LGUs) have developed food systems education (FSE) courses. This study examined the extent to which FSE courses employ four capacities deemed crucial by the FSE literature: multidimensional approaches, interdisciplinarity, centering equity, and training students to take action in food systems. The syllabi of 171 undergraduate courses at 20 LGUs were obtained by contacting instructors, and their course descriptions and learning outcomes were analyzed. This subset of LGUs were identified from the membership list of the Menus of Change University Research Collaborative (MCURC), a nationwide network of colleges using campus dining halls and classrooms as living laboratories for food systems change. Most course descriptions and learning outcomes exhibited multidimensional approaches and interdisciplinarity. However, many failed to incorporate teaching content and practices that help students critically examine equity and social justice issues in food systems, or engage in transformative change. LGUs have both the resources and urgent responsibility to empower students to be part of movements to transform unjust, unsustainable food systems. The findings of this study, and an accompanying open-access syllabus website, aim to accelerate the development of FSE curricula that prepare students to change food systems.


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Citations (60)


... In this issue of CJASN, Ward et al. 6 performed a pilot secondary analysis of The Study With Appetizing Plantfood-Meat Eating Alternatives Trial. This secondary analysis of the randomized, single-site crossover trial aimed to investigate the effect of consuming plant-based meat alternatives compared with animal-based meats on urinary markers related to acid load, including urinary sulfate, ammonium, phosphorus, pH, and citrate. ...

Reference:

Meat Your Veggies:: Could Plant-Based Meat Alternatives Help Improve Outcomes in Chronic Kidney Disease and Urinary Stone Disease?
Urinary Response to Consuming Plant-Based Meat Alternatives in Persons with Normal Kidney Function: The SWAP-MEAT Pilot Trial
  • Citing Article
  • August 2024

Clinical Journal of the American Society of Nephrology

... Secondgeneration biomarkers, such as GrimAge [39], PhenoAge [40], and OMICmAge [41], improved predictive power by incorporating diverse data sets and advanced algorithms, with PhenoAge including clinical measures and biomarkers, GrimAge integrating DNA methylation with surrogate biomarkers for morbidity and mortality, and OMICmAge leveraging multi-omic data. These biomarkers predict health-related phenotypes and longterm health outcomes, showing stronger associations with mortality, disease incidence, and health interventions [42]. Third-generation biomarkers, such as DunedinPACE [43], use longitudinal data to measure aging pace, offering dynamic views of biological aging processes over time, and show strong associations with lifespan, healthspan, and disease onset. ...

Unveiling the epigenetic impact of vegan vs. omnivorous diets on aging: insights from the Twins Nutrition Study (TwiNS)

BMC Medicine

... While the use of TPT nutritional supplements does not provide infallible protection for the athlete from unintentional doping, it is the consensus that athletes use TPT nutritional supplements to mitigate the risk (9,11,12). Although it is consistently recommended that athletes use tested products, compliance is low (14). Recently, only 38% of athletes reported the consistent use of TPT products, lower than the previously reported 57% consistency (2,14). ...

Collegiate Student-Athletes’ Use and Knowledge of Third-Party-Tested Nutritional Supplements: An Exploratory Study

Journal of Athletic Training

... Based on initial evidence and data from other chronic inflammatory diseases showing some effectiveness of fasting and/or caloric restriction in the reduction in inflammatory markers and symptoms, further studies in patients with IBD are warranted. Currently, there are two ongoing trials investigating the role of intermittent reduced-calorie diets in IBD [16,17]. ...

Mo1729 EFFECTS OF AN INTERMITTENT REDUCED CALORIE DIET ON CROHN'S DISEASE
  • Citing Article
  • May 2024

... Recently, only 38% of athletes reported the consistent use of TPT products, lower than the previously reported 57% consistency (2,14). As a result of this inconsistency, our research group created a safe supplement screener (S3), and associated algorithm aimed at identifying risky behaviors related to inconsistent use of TPT products in a NCAA DI student-athlete population (15). ...

Development of a screener to assess athlete risk behavior of not using third-party tested nutritional supplements

... Another bioactive compound, sulforaphane, has been shown to reduce markers of inflammation, as it activates the Nrf2 (nuclear factor erythroid 2-related factor 2) pathway, which enhances the expression of antioxidant enzymes and reduces oxidative stress and inflammation [113]. Nevertheless, this compound is not directly found in plants, including cruciferous vegetables. ...

Cardiovascular health and cancer risk associated with plant based diets: An umbrella review

... 73 To this end, studies in adults have shown benefits of providing a precision based approach over a guideline based approach. 74,75 Precision based approaches for preterm neonates are currently not available and application of AI techniques such as clustering, multiomic integrations and systems biology may be very fruitful in our search for more precise nutrition in preterm infants. ...

Effects of a personalized nutrition program on cardiometabolic health: a randomized controlled trial

Nature Medicine

... Regarding weight loss through only LCD (with or without exercise), Dutheil et al. found significant reductions in both large and small LDL-C and small HDL-C, along with increased levels of large HDL-C [42]. Krauss et al. [43] and Bajer et al. [44] also reported a significant reduction in small HDL-C levels after LCD-induced weight loss. In fact, weight loss through bariatric surgery has also been associated with both an increase in large HDL-C levels and a reduction in small HDL-C levels [45]. ...

Changes in Soluble LDL Receptor and Lipoprotein Fractions in Response to Diet in the DIETFITS Weight Loss Study
  • Citing Article
  • January 2024

Journal of Lipid Research

... Second-generation biomarkers, such as GrimAge [39], PhenoAge [40], and OMICmAge [41], improved predictive power by incorporating diverse data sets and advanced algorithms, with PhenoAge including clinical measures and biomarkers, GrimAge integrating DNA methylation with surrogate biomarkers for morbidity and mortality, and OMICmAge leveraging multi-omic data. These biomarkers predict health-related phenotypes and long-term health outcomes, showing stronger associations with mortality, disease incidence, and health interventions [42].Third-generation biomarkers, such as DunedinPACE [43], use longitudinal data to measure aging pace, offering dynamic views of biological aging processes over time, and show strong associations with lifespan, healthspan, and disease onset. Vetting methods for epigenetic clocks involve assessing hazard ratios and odds ratios, correlation analyses with chronological age, mean absolute deviation calculations, and error rate assessments to ensure accurate biological age estimates across populations. ...

Unveiling the Epigenetic Impact of Vegan vs. Omnivorous Diets on Aging: Insights from the Twins Nutrition Study (TwiNS)

... consequently, supplementation or consumption of fortified foods is crucial to prevent deficiencies [6,35]. B12 deficiency can lead to megaloblastic anemia, neuropathy, cognitive impairment, and cardiovascular issues related to elevated homocysteine levels [35,36]. Epidemiological studies indicate that up to 50% of vegans have suboptimal B12 levels, highlighting the need for targeted strategies [6,35]. ...

Cardiometabolic Effects of Omnivorous vs Vegan Diets in Identical Twins: A Randomized Clinical Trial

JAMA Network Open