Cited by 158Obesity, Physical Activity, DietPhysical Activity and HealthCardiovascular and exercise physiology

Diet, exercise or diet with exercise: comparing the effectiveness of treatment options for weight-loss and changes in fitness for adults (18–65 years old) who are overfat, or obese; systematic review and meta-analysis

Open access
Clark, James E·2015·Journal of Diabetes & Metabolic Disorders

Abstract

There are number of means of methods to alter body composition, and metabolic issues, available for the adult who is overfat. The following is a systematic review and meta-analysis focused on comparing changes from treatment program for adults who are overfat based on analysis of aggregated effect size (ES) of inducing changes. So as to determine the relative effectiveness of such protocols and intervention plans of choice. This tiered meta-analysis of 66-population based studies, and 162-studywise groups, a clear pattern of ES being established across and within treatments. First, hypocaloric balance is necessary for changing body composition, but the effectiveness for establishing imbalance does not equate with the effectiveness for body compositional changes, or any biomarkers associated with metabolic issues. With analysis showing that there is a necessity to include exercise in combination with diet effectively elicit changes in body composition and biomarkers of metabolic issues. More importantly, the combination, resistance training (RT) was more effective than endurance training (ET) or combination of RT and ET, particularly when progressive training volume of 2-to-3 sets for 6-to-10 reps at an intensity of ≥75% 1RM, utilizing whole body and free-weight exercises, at altering body compositional measures (ES of 0.47, 0.30, and 0.40 for loss of BM, FM, and retention of FFM respectively) and reducing total cholesterol (ES = 0.85), triglycerides (ES = 0.86) and low-density lipoproteins (ES = 0.60). Additionally RT was more effective at reducing fasting insulin levels (ES = 3.5) than ET or ET and RT. Even though generally lower ES than RT, the inclusion of ET was more effective when performed at high intensity (e.g. ≥70% VO 2max or HR max for 30-minutes 3-4x’s/wk), or in an interval training style than when utilizing the relatively common prescribed method of low-to-moderate (e.g., 50-70% VO 2max or HR max for at least equal time) steady state method, ES of 0.35, 0.39, and 0.13 for BM, FM, and FFM respectively. Thus indicating that focus of treatment should be on producing a large metabolic stress (as induced by RT or high levels of ET) rather than an energetic imbalance for adults who are overfat.

AI snapshot

Written from the paper’s full text.

TL;DR

This systematic review and meta-analysis of 66 population-based studies and 162 study groups found that exercise-containing treatments, especially resistance training combined with diet, generally produced larger effect sizes for body composition and some metabolic markers than diet alone. The paper argues treatment focus should be on producing metabolic stress rather than assumed acute energetic imbalance.

Key findings

  • Resistance training (RT) was more effective than endurance training (ET) or combined RT+ET for altering body composition, particularly with progressive training of 2–3 sets for 6–10 reps at ≥75% 1RM using whole-body and free-weight exercises: ES 0.47 for body mass loss, 0.30 for fat mass loss, and 0.40 for fat-free mass retention.
  • RT was also more effective for reducing total cholesterol (ES = 0.85), triglycerides (ES = 0.86), low-density lipoproteins (ES = 0.60), and fasting insulin (ES = 3.5) than ET or ET+RT.
  • High-intensity or interval ET was more effective than low-to-moderate steady-state ET, with ES of 0.35 for body mass, 0.39 for fat mass, and 0.13 for fat-free mass.
  • Hypocaloric balance was necessary for changing body composition, but the effectiveness for establishing energetic imbalance did not equate with effectiveness for body compositional changes or associated biomarkers.

Methods

  • Systematic review and meta-analysis of human population-based studies retrieved from PubMed, EBSCO Host (CINAHL, SPORTDiscus), and Scopus, with inclusion criteria requiring adults aged 18–65 years classified as overweight or obese, chronic interventions of at least 4 weeks, and randomized assignment to training/control or intervention order.
  • A total of 66 studies and 162 study groups were included; 32 studies indicated a control group for pooled therapeutic effect size analysis.
  • Standardized effect sizes and 95% confidence intervals were calculated and pooled across treatment categories (diet only, diet+ET, diet+RT, diet+ET+RT, ET only, RT only), with 2×2 χ² analyses used to compare response levels by treatment, exercise subtype, diet type, and intervention length.

Limitations

  • Stated: too few studies examined anabolic hormones such as testosterone and growth hormone without pharmaceutical intervention, limiting speculation about the extent or timeframe of hormonal changes.
  • Stated: energetic imbalance was generally assumed rather than directly measured; very few protocols directly measured the energetic shift from exercise sessions or recovery, and no reviewed study directly measured it.
  • Evident from the text: studies were pooled regardless of intervention duration or unique characteristics, many cells had insufficient responses for pooled ES or CI, and several comparisons relied on trends or borderline significance (e.g., p = 0.055, p = 0.06–0.12).

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

Integrity signals

Registry

Crossref · 10.1186/s40200-015-0154-1

Cites

149 of 149 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

0 of 88 cited sources checked · 0 supported · 0 flagged

  • Findingnone given

    The effectiveness for establishing hypocaloric imbalance does not equate with the effectiveness for body compositional changes or biomarkers associated with metabolic issues.

    “First, hypocaloric balance is necessary for changing body composition, but the effectiveness for establishing imbalance does not equate with the effectiveness for body compositional changes, or any biomarkers associated with metabolic issues.”
    Quote in the paperSubstantial claim
  • Findingown data

    Endurance training (ET) performed at high intensity (≥70% VO2max or HRmax for 30 minutes 3-4 times/week) or in an interval training style is more effective than low-to-moderate steady-state ET (50-70% VO2max or HRmax for at least equal time) at altering body mass, fat mass, and fat-free mass, with ES of 0.35, 0.39, and 0.13 respectively.

    “Even though generally lower ES than RT, the inclusion of ET was more effective when performed at high intensity (e.g. ≥70% VO2max or HRmax for 30-minutes 3-4x’s/wk), or in an interval training style than when utilizing the relatively common prescribed method of low-to-moderate (e.g., 50-70% VO2max or HRmax for at least equal time) steady state method, ES of 0.35, 0.39, and 0.13 for BM, FM, and FFM”
    Quote in the paperSubstantial claim
  • Findingnone given

    Resistance training (RT) is more effective at reducing fasting insulin levels (ES = 3.5) than endurance training (ET) or ET and RT.

    “Additionally RT was more effective at reducing fasting insulin levels (ES = 3.5) than ET or ET and RT.”
    Quote in the paperSubstantial claim
  • Findingown data

    There is a difference favoring the combination of diet with endurance training versus diet alone for alterations in body mass (χ2 = 3.09, p = 0.055).

    “Interestingly, there were differences noted between effects favoring the combination of diet with ET versus diet alone for alterations in body mass (χ2 = 3.09, p = 0.055).”
    Quote in the paperNot a substantial claim
  • Findingown data

    Endurance training alone is less effective for retention of fat-free mass than dieting alone or diet combined with exercise (χ2 = 7.458, p < 0.01).

    “When examining the effect of ET, when separated from the aspect of additional diet intervention, ET alone appears to less effective to allow for the retention of FFM than dieting alone, or in a combination with use of diet (χ2 = 7.458, p < 0.01).”
    Quote in the paperSubstantial claim
  • May combine two claims. 24
  • The quote only partly states this claim. 7
  • Classified as probably not a substantial claim. 32
  • May combine two claims.

    Findingown data

    Resistance training (RT) is more effective than endurance training (ET) or a combination of RT and ET at altering body compositional measures (loss of body mass, loss of fat mass, and retention of fat-free mass), particularly when using progressive training volume of 2-to-3 sets for 6-to-10 reps at an intensity of ≥75% 1RM with whole body and free-weight exercises; ES were 0.47, 0.30, and 0.40 for

    “More importantly, the combination, resistance training (RT) was more effective than endurance training (ET) or combination of RT and ET, particularly when progressive training volume of 2-to-3 sets for 6-to-10 reps at an intensity of ≥75% 1RM, utilizing whole body and free-weight exercises, at altering body compositional measures (ES of 0.47, 0.30, and 0.40 for loss of BM, FM, and retention of FFM”
    Quote in the paperSubstantial claim
  • The quote only partly states this claim.

    Findingown data

    Resistance training (RT) is more effective than endurance training (ET) or a combination of RT and ET at reducing total cholesterol (ES = 0.85).

    “and reducing total cholesterol (ES = 0.85), triglycerides (ES = 0.86) and low-density lipoproteins (ES = 0.60).”
    Quote in the paperSubstantial claim
  • The quote only partly states this claim.

    Findingown data

    Resistance training (RT) is more effective than endurance training (ET) or a combination of RT and ET at reducing low-density lipoproteins (ES = 0.60).

    “and reducing total cholesterol (ES = 0.85), triglycerides (ES = 0.86) and low-density lipoproteins (ES = 0.60).”
    Quote in the paperSubstantial claim
  • The quote only partly states this claim.

    Findingown data

    Resistance training (RT) is more effective than endurance training (ET) or a combination of RT and ET at reducing triglycerides (ES = 0.86).

    “and reducing total cholesterol (ES = 0.85), triglycerides (ES = 0.86) and low-density lipoproteins (ES = 0.60).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    For energetic imbalance, diet+ET+RT was more effective than diet alone or exercise alone but less effective than diet+ET or diet+RT.

    “Interestingly, while the combination of diet with ET and RT was more effective then either a diet alone or exercise alone it was less effective then either ET or RT in combination with diet at inducing an energetic imbalance.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Higher intensity ET favored over lower intensity ET for BM (0.35) and FM (0.39) but not FFM (0.13).

    “favor higher intensity ET at an ES for 0.35 for BM and 0.39 for FM but not for retention of FFM 0.13 relative to lower intensity ET.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Comparisons between exercise intensities within ET and RT protocols indicated favor toward ET for TC, HDL, LDL, TG with ES, and RT for TC, LDL, TG with ES.

    “comparisons between exercise intensities within the ET and the RT protocols, indicated favor toward ET (ES of 0.66, 1.13, 0.61, and 0.96 for TC, HDL, LDL, and TG respectively), and RT (ES of 0.85, 0.86, and 0.60 for TC, LDL, and TG respectively).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    RT produced greater ES for adiponectin at higher intensities (0.74) but not lower (-1.14), no differences for leptin, relative to ET.

    “RT protocols produced a greater ES for changes in adiponectin for higher intensities (ES of 0.74), but not for lower (ES of −1.14) with no differences noted for changes in leptin, relative to ET.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Lower fat diet was less effective than glycemically controlled diet or high protein/low carbohydrate diet for body compositional changes, ES -0.64; especially vs high protein/low carb, ES -1.04.

    “lower fat diet was less effective when compared to either a glycemically controlled diet, or the high protein/low carbohydrate diet for the change of any body compositional measures, ES of −0.64. Especially in relation to the high protein/low carbohydrate diet, ES of −1.04.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Gender differences in treatment effectiveness for HDL and TG, but not LDL or TC; treatments more effective in females than males.

    “There were gender differences noted for effectiveness of treatment for HDL and TG but not for LDL or TC, both of which indicate a larger effectiveness for treatment in female grouping versus male counterparts.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    For insulin changes, RT alone or RT+diet was more effective than diet alone but less effective than ET or diet+ET+RT.

    “the use of RT either alone, or in combination with diet, was more effective than diet alone it was less effective than ET or the combination of diet with ET and RT”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingnone given

    Very few protocols directly measure energetic imbalance and no study reviewed directly measured the energetic shift from exercise sessions or recovery.

    “very few protocols directly measure the imbalance and no study reviewed on the topic directly measured the energetic shift from either the exercise sessions, the recovery from said sessions.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    ET alone, ET+RT, or ET+diet were not more effective than RT+diet for body composition changes.

    “the use of a ET alone, or in combination with RT, and in combination with diet interventions were not more effect than the combination of RT with diet”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingnone given

    ET has greatest effect for BM and FM when interval or high intensity ≥75% VO2max, not moderate steady-state; but not for FFM.

    “ET appeared to have its greatest effect when either in an interval style of ET, or at higher intensities of at ≥75% VO2max (or HRmax/peak), while not at the traditionally recommended moderate (e.g., 55-75% VO2max, or HRmax/peak) steady-state ET for response to changes in BM and FM, but not for changes in FFM.”
    Quote in the paperSubstantial claim
  • The quote only partly states this claim.

    Findingreasoning

    All treatments offer small effectiveness for altering lipid profiles.

    “all treatments offer a small degree of effectiveness for altering lipid profiles for the individual who is overfat.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingnone given

    Limited analysis to speculate on extent or time frame for anabolic hormone changes.

    “there is limited analysis to speculate either to the extent, beyond expected changes toward normal levels, or time frame for changes within anabolic hormones for adults who are overfat.”
    Quote in the paperNot a substantial claim
  • The quote only partly states this claim.

    Findingown data

    Exercise (alone or with diet) is more effective than simple dietary interventions for blood lipids.

    “trends in the data towards the use of exercise (ET, RT or combination thereof) either alone or in combination with diet for effectiveness of treatment over the use of simple dietary interventions.”
    Quote in the paperSubstantial claim
  • The quote only partly states this claim.

    Findingreasoning

    Diet+exercise more effective than diet alone or exercise alone for blood lipids.

    “the combination of diet and exercise was more effective than diet alone or exercise alone.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Cytokine responses highly variable and most effectiveness indications near ES=0.

    “these responses were highly variable and most of the indications for effectiveness, both as a therapeutic effect and treatment effect, near that point of zero difference in effect (i.e. ES = 0).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingreasoning

    For CRP changes, diet+RT induced almost equal effectiveness to diet alone; both less effective than diet+ET or diet+ET+RT.

    “diet combined with RT induced an almost equal level of effectiveness to that of diet alone. With both indicated as being less effective than the combination of diet with ET or the combination of diet with ET and RT.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    For those self-selecting ET, ET is more effective at high intensity steady-state or interval, with at least 40% expected beneficial responses.

    “For those who self-select toward ET, it appears that ET is more effective when performed at high intensity (e.g., ≥70% VO2max, or HRmax) steady-state method or as an interval training style (based on ES calculated gives an expectations of at least 40% of the population showing beneficial responses to intervention).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingreasoning

    Higher intensity ET and RT provide effective stimulus to alter TNF-α, CRP, leptin, adiponectin, indicating reduced CVD risk and improved metabolic flexibility.

    “when exercise is utilized at appropriate intensities (i.e. higher levels) both ET and RT provides an effective stimulus to alter TNF-α, CRP, leptin and adiponectin levels that all indicate a reduction in the risk for cardiovascular disease and improved metabolic flexibility for the adult who is overfat.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Premisecitation

    Responses to treatment for overfat adults are more related to an energetic imbalance between dietary caloric load and expenditure from activity than to the actual intervention (diet, exercise, or combination).

    “While others [4,9-12] have indicated the responses are more related to an energetic imbalance (e.g., kcal/day, kJ/day) between dietary caloric load and expenditure from activity that results from the intervention of choice (e.g., diet, exercise, or combination therein) than the actual intervention for the adult who is overfat.”
    Quote in the paperSubstantial claim0 of 5 sources checked
    • cites [4] Hansen D, Dendale P, Berger J, van Loon LJC, Meeusen R. The effects of exercise training on fat-mass loss in obese patients during energy intake restriction. Sports Med. 2007;37:31–46. source

      Not checked in the free run.

    • cites [9] Votruba SB, Horvitz MA, Schoeller DA. The role of exercise in the treatment of obesity. Nutrition. 2000;16:179–88. source

      Not checked in the free run.

    • cites [10] Larson-Meyer DE, Redman L, Heilbronn LK, Martin CK, Ravussin E. Caloric restriction with or without exercise: the fitness versus fatness debate. Med Sci Sports Exerc. 2010;42:152–9. source

      Not checked in the free run.

    • cites [11] Lee S, Kuk JL, Davidson LE, Hudson R, Kilpatrick K, Graham TE, et al. Exercise without weight loss is an effective strategy for obesity reduction in obese individuals with and without Type 2 diabetes. J Appl Physiol. 2005;99:1220–5. source

      Not checked in the free run.

    • cites [12] Williams PT. Health effects resulting from exercise versus those from body fat loss. Med Sci Sports Exerc. 2001;33:S611–21. discussion S640-611. source

      Not checked in the free run.

  • Classified as probably not a substantial claim.

    Premisecitation

    There are limited differences in results for absolute changes in body composition between various treatment methodologies for overfat individuals.

    “several authors [4-9] have previously noted that there are limited differences in results for absolute changes in body composition with comparison between the various methodologies employed for treatment of weight issues for an individual who is overfat.”
    Quote in the paperSubstantial claim0 of 6 sources checked
    • cites [4] Hansen D, Dendale P, Berger J, van Loon LJC, Meeusen R. The effects of exercise training on fat-mass loss in obese patients during energy intake restriction. Sports Med. 2007;37:31–46. source

      Not checked in the free run.

    • cites [5] Hainer V, Toplak H, Mitrakou A. Treatment modalities of obesity: what fits whom? Diabetes Care. 2008;31 Suppl 2:S269–77. source

      Not checked in the free run.

    • cites [6] Lee DC, Sui X, Blair SN. Does physical activity ameliorate the health hazards of obesity? Br J Sports Med. 2009;43:49–51. source

      Not checked in the free run.

    • cites [7] Strasser B, Spreitzer A, Haber P. Fat loss depends on energy deficit only, independently of the method for weight loss. Ann Nutr Metab. 2007;51:428–32. source

      Not checked in the free run.

    • cites [8] Varady KA, Bhutani S, Klempel MC, Kroeger CM. Comparison of effects of diet versus exercise weight loss regimens on LDL and HDL particle size in obese adults. Lipids Health Dis. 2011;10:119. source

      Not checked in the free run.

    • cites [9] Votruba SB, Horvitz MA, Schoeller DA. The role of exercise in the treatment of obesity. Nutrition. 2000;16:179–88. source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Low attrition rates occur within many exercise programs and there is a high rate of repeated hypocaloric diet attempts.

    “Something that has become evident in the low attrition rates within many exercise programs and the high rate of repeated hypocaloric diet attempts [13-16].”
    Quote in the paperNot a substantial claim0 of 4 sources checked
    • cites [13] Brock DW, Irving BA, Gower B, Hunter GR. Differences emerge in visceral adipose tissue accumulation after selection for innate cardiovascular fitness. Int J Obesity (2005). 2011;35;2:309–12. source

      Not checked in the free run.

    • cites [14] Eriksson JG. Exercise and the treatment of type 2 diabetes mellitus. An update. Sports Med. 1999;27:381–91. source

      Not checked in the free run.

    • cites [15] Fogelholm M. How physical activity can work? Int J Pediatr Obes. 2008;3 Suppl 1:10–4. source

      Not checked in the free run.

    • cites [16] Hooper LE, Foster-Schubert KE, Weigle DS, Sorensen B, Ulrich CM, McTiernan A. Frequent intentional weight loss is associated with higher ghrelin and lower glucose and androgen levels in postmenopausal women. Nutri Res (New York, NY). 2010;30:163–70. source

      Not checked in the free run.

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

    Premisecitation

    Altering any health behaviors leads to a reduction in the risk factors for preventable non-communicable diseases.

    “Even if it is well understood that altering any health behaviors leads to a reduction in the risk factors for preventable non-communicable diseases [18,20,26-33].”
    Quote in the paperNot a substantial claim0 of 10 sources checked
    • cites [18] Bruunsgaard H. Physical activity and modulation of systemic low-level inflammation. J Leukoc Biol. 2005;78:819–35. source

      Not checked in the free run.

    • cites [20] Duncan GE. The “fit but fat” concept revisited: population-based estimates using NHANES. Int J Behav Nutr Phys Act. 2010;7:47. source

      Not checked in the free run.

    • cites [26] Booth FW, Gordon SE, Carlson CJ, Hamilton MT. Waging war on modern chronic diseases: primary prevention through exercise biology. J Appl Physiol (Bethesda, Md : 1985). 2000;88:774–87. source

      Not checked in the free run.

    • cites [27] Clark JE. Role of resistance training in obesity treatments. 1st International Conference on Obesity, OMICS. Philadelphia, PA, 2012.

      Not checked in the free run.

    • cites [28] Clark JE, Goon DT. The roles of resistance training for treatment of obesity related health issue and for changing health status of the individual who is overfat or obese: A review. J Sports Med Phys Fit. 2015;55(3):205–22.

      Not checked in the free run.

    • cites [29] Fantuzzi G. Adipose tissue, adipokines, and inflammation. J Allergy Clin Immunol. 2005;115:911–9. quiz 920. source

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    • cites [30] Hood DA, Irrcher I, Ljubicic V, Joseph A-M. Coordination of metabolic plasticity in skeletal muscle. J Exp Biol. 2006;209:2265–75. source

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    • cites [31] Matheson EM, King DE, Everett CJ. Healthy lifestyle habits and mortality in overweight and obese individuals. J Am Board Fam Med. 2012;25:9–15. source

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    • cites [32] Mathur N, Pedersen BK. Exercise as a mean to control low-grade systemic inflammation. Mediators Inflamm. 2008;2008:109502. source

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    • cites [33] Müssig K, Remer T, Maser-Gluth C. Brief review: Glucocorticoid excretion in obesity. J Steroid Biochem Mol Biol. 2010;121(3–5):589–93. source

      Not checked in the free run.

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

    Premisecitation

    A methodological bias in the employment of exercise leads to an over-recommendation of a single type of exercise based on personal preference.

    “And a methodological bias in the employment of exercise that leads to an over recommendation of a single type of exercise based on personal preference [27,55-57].”
    Quote in the paperNot a substantial claim0 of 4 sources checked
    • cites [27] Clark JE. Role of resistance training in obesity treatments. 1st International Conference on Obesity, OMICS. Philadelphia, PA, 2012.

      Not checked in the free run.

    • cites [55] American Heart Association Nutritional Committee, Lichtenstein AH, Appel LJ, Brands M, Carnethon M, Daniels S, et al. Diet and lifestyle recommendations revision 2006: a scientific statement from the American Heart Association Nutrition Committee. Circulation. 2006;114:82–96. source

      Not checked in the free run.

    • cites [56] Garland T, Schutz H, Chappell MA, Keeney BK, Meek TH, Copes LE, et al. The biological control of voluntary exercise, spontaneous physical activity and daily energy expenditure in relation to obesity: human and rodent perspectives. J Exp Biol. 2011;214:206–29. source

      Not checked in the free run.

    • cites [57] Booth FW, Laye MJ. Lack of adequate appreciation of physical exercise’s complexities can pre-empt appropriate design and interpretation in scientific discovery. J Physiol Lond. 2009;587:5527–39. source

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Low utilization of healthy behaviors elicits changes that increase risk for metabolic issues, which may culminate in Type 2 Diabetes Mellitus, and are associated with reduced work capacity and anabolic hormone response in overfat individuals.

    “With low utilization of healthy behaviors eliciting changes indicated to increase the risk for the development of metabolic issues, which may culminate in Type 2 Diabetes Mellitus (T2DM), and are readily associated with reduced work capacity and anabolic hormone response for the individual who is overfat [18,26,27].”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites [18] Bruunsgaard H. Physical activity and modulation of systemic low-level inflammation. J Leukoc Biol. 2005;78:819–35. source

      Not checked in the free run.

    • cites [26] Booth FW, Gordon SE, Carlson CJ, Hamilton MT. Waging war on modern chronic diseases: primary prevention through exercise biology. J Appl Physiol (Bethesda, Md : 1985). 2000;88:774–87. source

      Not checked in the free run.

    • cites [27] Clark JE. Role of resistance training in obesity treatments. 1st International Conference on Obesity, OMICS. Philadelphia, PA, 2012.

      Not checked in the free run.

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

    Study design and conductown data

    The review retrieved studies from electronic database search engines PubMed, EBSCO Host (CINAHL, SPORTDiscus) and Scopus using specified keywords in combination.

    “were retrieved from electronic database search engines (PubMed, EBSCO Host (CINAHL, SPORTDiscus) and Scopus) using the following key words in combination with each other”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductown data

    The review included only populations identified as overweight or obese by authors or meeting at least one classification metric for overweight or obesity (BMI > 25 kg/m3 or WHO levels of %BF for age and gender).

    “Study population was either identified as either “overweight” or “obese” by authors or was indicated within the study as meeting at least 1 of the classification metrics for being overweight or obese (i.e. BMI > 25 kg/m3 or WHO levels of %BF for classification based on age and gender)”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    The review included only studies published in English or with a translation of the article available.

    “Published in English or translation of article available”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    The review excluded studies with indication of use of dietary supplement or pharmacological dosing of anabolic or androgenic hormones.

    “Indication of use of dietary supplement, or pharmacological dosing of anabolic or androgenic hormones.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    The review excluded review articles.

    “Publication was a review article”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    The review excluded studies examining strictly acute responses (single exercise bout or intervention fewer than 4 weeks).

    “Study design examined strictly acute responses (i.e., single exercise bout, or intervention lastly fewer than 4 weeks in duration)”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductown data

    The review excluded studies that did not randomly assign subjects to a training group or control, or order of intervention.

    “Study design did not randomly assign subjects to a training group or control, or order of intervention”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Aggregating responses based on the pooled effect size across all studies reflects a more reliable overall effectiveness and provides greater insight into the treatment phenomenon than using absolute changes from each study.

    “Comparison of responses must not come from the absolute value for changes indicated by each study, but as performed here through the aggregation of responses based on the pooled effect for ES that over the sum of all studies. Thus reflecting a more reliable overall effectiveness and provide a greater insight into the treatment phenomenon being offered [22,23].”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [22] Ioannidis JPA. Why most published research findings are false. PLoS Med. 2005;2, e124. source

      Not checked in the free run.

    • cites [23] Pereira TV, Horwitz RI, Ioannidis JPA. Empirical evaluation of very large treatment effects of medical interventions. JAMA. 2012;308:1676–84. source

      Not checked in the free run.

  • Classified as probably not a substantial claim.

    Study design and conductreasoning

    The review excluded populations with average age <18 years or >65 years.

    “Population age could be classified as adolescent, or juvenile, (average age < 18 years of age) and/or elderly (average age > 65 years of age)”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Study design and conductown data

    Pooled effect sizes and 95% confidence intervals of effect size were determined for each measure of interest to examine the overall effect relative to no change.

    “pooled ES and confidence intervals (CI.95) of ES for each measure of interest was determined to examine the overall effect relative to a case of no change (i.e. CI.95 crossing zero within the 95% of all expected scores)”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductown data

    The review excluded populations that failed to meet metrics for obese or overweight, or had secondary disease or confounding treatments.

    “Study population either failed to meet metrics for classification as “obese” or “overweight”, or was indicated to have secondary disease (e.g., cancer, osteoporosis, cardiovascular disease) or had populations indicated to have history of metabolic variables and concurrent treatments (e.g., smoking, pharmacologically controlled type-2 diabetes mellitus (T2DM), cardiovascular diseases) that might co”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    The review excluded studies that did not report absolute changes in hormones or body mass following intervention.

    “Results did not report absolute changes in hormones or body mass following intervention”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    The review included only published original research from January 1980 to April 2013.

    “Published original research from January 1980-April 2013”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductown data

    The review included only human participants with reported average age ranging from 18 to 65 years during the experiment.

    “Utilized only human participants with reported average age for volunteers ranging from 18 and 65 years of age during the duration for the experiment”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    The review excluded studies using an animal model.

    “Study design utilized an animal model for the problem”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    A total of 66 studies and 162 study groups were included in the meta-analysis.

    “This tiered meta-analysis of 66-population based studies, and 162-studywise groups”
    • Also stated in: § Methods · plain
      “From the initial abstracts screened, a total of 66 studies were included in the meta-analysis, from which 162 study groups were included for comparison of responses within the review.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    Each included study was classified by parameter of measurement and method, and by therapeutic intervention.

    “Each included study was then classified by parameter of measurement and method, along with categorization of the method, of therapeutic intervention”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    Study data (reported means and standard deviation/error, number of subjects in each study group, duration of study) were entered into a database for subsequent analysis.

    “study data (reported means and standard deviation/error for measures of interest, number of subjects in each study groups, duration of study) were entered into database for subsequent analysis”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductown data

    The review included only studies comparing at least two conditions and involving random assignment to training group(s) or control and to the order or method of training.

    “Studies compared at least two conditions (either within subject cross-over design or comparison to a control or basal/baseline) and involved random assignment to training group(s) or control and to the order or method of training”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Study design and conductown data

    The review included only studies examining chronic adaptations (multiple training sessions or interventions lasting at least 4 weeks).

    “Study designs examined chronic adaptations (i.e. multiple training sessions, or interventions lasting at least 4 weeks in duration)”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Study design and conductreasoning

    The standardized effect size across all studies was undertaken to control for differences in methods of measurement and distinct qualified differences in the therapeutic interventions.

    “This standardized ES across all studies was undertaken in an effort to control for difference in methods of measurement and distinct (unique) qualified differences in the therapeutic interventions (see Table 1).”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The premise for comparing effect sizes was previously utilized.

    “Based on the premise for comparing ES previously utilized [58-60], for each of the measures of interest based on the therapeutic intervention (Figure 1).”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites [58] Becker B. Synthesizing stanardized mean-changing measures. Br J Math Stat Psychol. 1988;41:257–78. source

      Not checked in the free run.

    • cites [59] Krieger JW. Single vs. multiple sets of resistance exercise for muscle hypertrophy: a meta-analysis. J Strength Cond Res. 2010;24:1150–9. source

      Not checked in the free run.

    • cites [60] Morris S, DeShon RP. Combining effect size estimates in meta-analysis with repeated measures and independent-groups designs. Psychol Methods. 2002;7:105–25. source

      Not checked in the free run.

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

    Premisecitation

    Changes in humoral factors are necessary for improvement in health status.

    “The changes elicited in humoral factors (e.g., hormone/cytokines, blood lipids and biomarkers of inflammation) are necessary for improvement in health status that many have previously discussed in a number of reviews on this topic [18-21,26,31,32,34,42].”
    Quote in the paperNot a substantial claim0 of 9 sources checked
    • cites [18] Bruunsgaard H. Physical activity and modulation of systemic low-level inflammation. J Leukoc Biol. 2005;78:819–35. source

      Not checked in the free run.

    • cites [19] Clark JE. An overview of the contribution of fatness and fitness factors, and the role of exercise, in the formation of health status for individuals who are overweight. J Diab Metab Disord. 2012;11:19. source

      Not checked in the free run.

    • cites [20] Duncan GE. The “fit but fat” concept revisited: population-based estimates using NHANES. Int J Behav Nutr Phys Act. 2010;7:47. source

      Not checked in the free run.

    • cites [21] McAuley PA, Blair SN. Obesity paradoxes. J Sports Sci. 2011;29:773–82. source

      Not checked in the free run.

    • cites [26] Booth FW, Gordon SE, Carlson CJ, Hamilton MT. Waging war on modern chronic diseases: primary prevention through exercise biology. J Appl Physiol (Bethesda, Md : 1985). 2000;88:774–87. source

      Not checked in the free run.

    • cites [31] Matheson EM, King DE, Everett CJ. Healthy lifestyle habits and mortality in overweight and obese individuals. J Am Board Fam Med. 2012;25:9–15. source

      Not checked in the free run.

    • cites [32] Mathur N, Pedersen BK. Exercise as a mean to control low-grade systemic inflammation. Mediators Inflamm. 2008;2008:109502. source

      Not checked in the free run.

    • cites [34] Bastard J-P, Maachi M, Lagathu C, Kim MJ, Caron M, Vidal H, et al. Recent advances in the relationship between obesity, inflammation, and insulin resistance. Eur Cytokine Netw. 2006;17:4–12.

      Not checked in the free run.

    • cites [42] Maya-Monteiro CM, Bozza PT. Leptin and mTOR: partners in metabolism and inflammation. Cell Cycle. 2008;7:1713–7. source

      Not checked in the free run.

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

    Interpretationreasoning

    Possible metabolic difference between exercise modalities may induce differential cardiovascular adaptations.

    “Indicating a possible metabolic difference between exercise modalities that might induce the differential cardiovascular adaptations noted following these distinct intervention protocols.”
    Quote in the paperNot a substantial claim
  • May combine two claims. The quote only partly states this claim.

    Interpretationcitation

    Any treatment produces effective change toward normal healthy range, leading to reduced CVD risk and improved health.

    “any treatment is able to produce an effective change that leads toward a normal “healthy” range, thus leading to a reduced risk for development of cardiovascular disease and improvements in work capacity and overall health”
    Quote in the paperNot a substantial claim0 of 6 sources checked
    • cites [18] Bruunsgaard H. Physical activity and modulation of systemic low-level inflammation. J Leukoc Biol. 2005;78:819–35. source

      Not checked in the free run.

    • cites [26] Booth FW, Gordon SE, Carlson CJ, Hamilton MT. Waging war on modern chronic diseases: primary prevention through exercise biology. J Appl Physiol (Bethesda, Md : 1985). 2000;88:774–87. source

      Not checked in the free run.

    • cites [32] Mathur N, Pedersen BK. Exercise as a mean to control low-grade systemic inflammation. Mediators Inflamm. 2008;2008:109502. source

      Not checked in the free run.

    • cites [34] Bastard J-P, Maachi M, Lagathu C, Kim MJ, Caron M, Vidal H, et al. Recent advances in the relationship between obesity, inflammation, and insulin resistance. Eur Cytokine Netw. 2006;17:4–12.

      Not checked in the free run.

    • cites [42] Maya-Monteiro CM, Bozza PT. Leptin and mTOR: partners in metabolism and inflammation. Cell Cycle. 2008;7:1713–7. source

      Not checked in the free run.

    • cites [68] Buford TW, Cooke MB, Willoughby DS. Resistance exercise-induced changes of inflammatory gene expression within human skeletal muscle. Eur J Appl Physiol. 2009;107:463–71. source

      Not checked in the free run.

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

    Interpretationreasoning

    Metabolic demand of treatment elicits differential response to cytokine and adipokine signals altering whole body metabolism.

    “there is an indication for the role of the metabolic demand of treatment eliciting differential response to cytokine and adipokine signals that alter whole body metabolism.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.

    Interpretationreasoning

    More complex network of factors influences body composition and health; focus treatment on metabolic stress rather than kcal ratios.

    “reinforces the idea of a more complex network of factors that influence overall body composition and health issues for the adult who is overfat, and further stresses the idea to focus treatment on generating a metabolic stress to induce chronic endocrinological (and cytokine) changes as opposed to the focus on the kcal/d (kJ/d) ratios of intake to expenditure.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationreasoning

    Some overfat adults may self-select toward ET.

    “the concept of self-selection of exercise patterns means that some adults who are overfat may select toward protocols of ET for exercise.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    The energetic imbalance model is based on an assumption that may not hold in all cases.

    “the energetic imbalance is based on an assumption that might not be held in all cases”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: Changes in body composition and health status in overfat adults arise from a highly elaborate network of interacting factors that confound each other's impact.
57 of 57
  • The authors state this as an assumption.

    There are differences in energetic balance across the various treatment interventions.

    “Lastly, as related to changes in caloric (energetic) balance there were no differences noted between any of the pooled ES for the assumed differences in energetic balance across the various treatment interventions.”
  • The authors state this as an assumption.

    The energetic imbalances indicated in the reviewed studies are assumed differences in energetic balance, not directly measured.

    “Principally that the indicated energetic imbalances are an assumed difference in energetic balance.”
  • The authors state this as an assumption.

    The relationship between caloric imbalance and body composition changes is classically assumed to be one of equivalence.

    “Where if the assumption is correct, there should be a relationship of equivalence in effectiveness for changing caloric balance with body compositional changes between treatment methods.”
  • The paper relies on this without support.

    Changes in body composition and health status in overfat adults arise from a highly elaborate network of interacting factors that confound each other's impact.

    “As changes to not only body composition but also health status comes from manipulation of highly elaborate network of factors that interact, compliment and confound the impact of each other for the adult who is overfat leading to not only body compositional changes, but reversal of the deleterious health outcome of being overfat.”
4 of 4

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?

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • LDL and triglyceride effect sizes are reversed between the abstract and results

    Major

    The abstract assigns resistance-training effects of 0.86 to triglycerides and 0.60 to LDL. The results assign those same values to LDL and triglycerides, respectively.

  • Caloric-difference table flags a significant difference that the results deny

    Major

    The results say no pooled caloric-balance effects differed across interventions. Table 2 marks the endurance-training caloric-difference effect with *, which its note defines as a significantly greater response than diet alone.

  • Endurance training is described as less effective for fat-free-mass retention despite a higher pooled effect

    Major

    Table 2 reports a positive fat-free-mass effect of 0.80 for endurance training alone, versus 0.48 for diet alone, and says positive values indicate retention. The results text describes endurance training alone as less effective than dieting alone for retention.

  • Diet plus resistance training is called both more and least effective for triglycerides

    Minor

    In the same discussion of blood lipids, the paper first says diet plus resistance training produces a larger triglyceride effect than diet alone or diet plus endurance training, then calls it the least effective of those treatments for triglycerides.

4 of 4

Cites

Flagged first, then by citations

Research works printed but not linked: 1

  1. Clark JE. Role of resistance training in obesity treatments. 1st International Conference on Obesity, OMICS. Philadelphia, PA, 2012.

Cited by

Sorted by citations

Authors
Clark, J. E.
Affiliations
Manchester Community College - Connecticut (US)
Corresponding author
Clark, James E
Venue
Journal of Diabetes & Metabolic Disorders
Published
2015-04-17
Volume
14
Issue
1
Pages
31-31
ISSN
2251-6581 (ISSN-L)
OpenAlex
W2122502708
Cited by
158
References
149
Citations by year
2026: 6 · 2025: 15 · 2024: 11 · 2023: 13 · 2022: 19 · 2021: 22 · 2020: 14 · 2019: 14 · 2018: 12 · 2017: 15 · 2016: 13 · 2015: 4
FWCI
2.13
Type
journal article
Language
en
Update notices
erratum (2015-09-28)
Open access
Locations
  • Journal of Diabetes & Metabolic Disorders (publishedVersion, cc-by)
  • Europe PMC (PubMed Central) (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
Topics
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Obesity, Physical Activity, Diet
  • Health Sciences › Medicine › Physiology › Physical Activity and Health
  • Health Sciences › Medicine › Complementary and alternative medicine › Cardiovascular and exercise physiology
Keywords
weight loss, obesity, diet, physical activity, resistance training, endurance training, interval training, body composition, fat-free mass, fat mass, metabolic stress, fasting insulin, cholesterol, triglycerides, low-density lipoprotein, high-intensity exercise, metabolic health, adults, treatment effectiveness comparison, free weight exercises, metabolic biomarkers

About these checks

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

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

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

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

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