Incretin-Based Weight Loss Pharmacotherapy: Can Resistance Exercise Optimize Changes in Body Composition?
Open accessAbstract
This narrative review highlights the degree to which new antiobesity medications based on gut-derived nutrient-stimulated hormones (incretins) cause loss of lean mass, and the importance of resistance exercise to preserve muscle. Glucagon-like peptide 1 receptor agonists (GLP-1RA) induce substantial weight loss in randomized trials, effects that may be enhanced in combination with glucose-dependent insulinotropic polypeptide (GIP) receptor agonists. Liraglutide and semaglutide (GLP-1RA), tirzepatide (GLP-1 and GIP receptor dual agonist), and retatrutide (GLP-1, GIP, and glucagon receptor triple agonist) are peptides with incretin agonist activity that induce ∼15-24% weight loss in adults with overweight and obesity, alongside beneficial impacts on blood pressure, cholesterol, blood glucose, and insulin. However, these agents also cause rapid and significant loss of lean mass (∼10% or ∼6 kg), comparable to a decade or more of aging. Maintaining muscle mass and function as humans age is crucial to avoiding sarcopenia and frailty, which are strongly linked to morbidity and mortality. Studies indicate that supervised resistance exercise training interventions with a duration >10 weeks can elicit large increases in lean mass (∼3 kg) and strength (∼25%) in men and women. After a low-calorie diet, combining aerobic exercise with liraglutide improved weight loss maintenance compared with either alone. Retaining lean mass during incretin therapy could blunt body weight (and fat) regain on cessation of weight loss pharmacotherapy. We propose that tailored resistance exercise training be recommended as an adjunct to incretin therapy to optimize changes in body composition by preserving lean mass while achieving fat loss.
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Written from the paper’s full text.
TL;DR
This narrative review argues that incretin-based obesity therapies produce substantial fat loss but also meaningful lean mass loss, and proposes tailored resistance training as an adjunct to preserve muscle. It synthesizes trial and exercise literature and hypothesizes that preserving lean mass may reduce weight and fat regain after pharmacotherapy cessation, though this remains untested.
Key findings
- Incretin therapies produce roughly 15–24% weight loss: semaglutide 14.9% (−15.3 kg) over 68 weeks, tirzepatide 20.9% (−22.1 kg) over 72 weeks, and retatrutide 24.2% (−26.4 kg) at 48 weeks.
- Body composition analyses show lean mass loss alongside fat loss: semaglutide was associated with 13.9% (−6.9 kg) lean mass loss, and tirzepatide with an absolute lean mass decrease of 6 kg (10.9%), despite a rise in lean mass percentage. Liraglutide trials reported smaller lean mass losses, such as 0.5–1.5 kg depending on dose.
- Resistance training is more effective than endurance training for improving or preserving lean mass: in one crossover study, resistance training increased lean mass by 1.2 kg versus 0.4 kg for endurance training; in dieting older adults, resistance training resulted in less lean mass loss (−1 kg, −2%) than combined training (−1.7 kg, −3%) or endurance training (−2.7 kg, −5%).
- After stopping incretins, weight regain is common: semaglutide withdrawal led to regaining 67% (12.2 kg) or 55% (6.1 kg) of lost weight, and tirzepatide withdrawal led to regaining 54.5% (12 kg). The authors hypothesize that resistance-training preservation of lean mass could reduce rebound weight and fat gain, but this is proposed rather than demonstrated.
Methods
- Narrative review, not a systematic review or meta-analysis, synthesizing randomized trials, observational studies, and prior meta-analyses on incretin pharmacotherapy, body composition, exercise training, and weight regain.
- Includes a table summarizing body composition changes from incretin studies and figures illustrating trial results and hypothesized effects; dual-energy X-ray absorptiometry is discussed as a common lean mass measure, while MRI and computed tomography are noted as gold standards but impractical for widespread use.
- No new primary data collection or formal quantitative synthesis; the final model of resistance training effects on weight, fat, and lean mass after incretin cessation is explicitly hypothetical.
Limitations
- The paper states that large randomized controlled trials have generally not reported body composition or lean mass outcomes, that few studies have addressed body composition, and that no studies have used individually tailored resistance training combined with incretins. It also notes that the key exercise-plus-liraglutide trial used endurance rather than resistance training, was not designed to test exercise plus incretin as primary weight-loss therapy, and that semaglutide and tirzepatide have larger weight and lean mass effects than liraglutide.
- The paper states uncertainty about whether slower dose titration would reduce lean mass loss, whether lean mass loss has long-term detrimental cardiovascular effects, whether resistance training prevents strength deficits, and whether the proposed prevention of rebound weight gain will be confirmed in future studies.
- Evident from the text: as a narrative review, it lacks a systematic search and formal quality appraisal; body composition findings come from varied samples and methods, including DXA, bioimpedance, and air displacement plethysmography; and the central claims about resistance training preserving lean mass and reducing fat regain during or after incretin therapy are extrapolated from other settings rather than directly tested.
Model-written summary. Check it against the paper before relying on it.
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Cites
Statistics
Claims the paper makes
39 of 61 cited sources checked · 16 supported · 1 flagged · accuracy not yet measured
- Premisecitation
Individuals in the lowest muscle mass tertile had an 81% higher risk of cardiovascular events compared with those in the highest tertile.
“Recent evidence indicates that individuals in the lowest muscle mass tertile had an 81% higher risk of cardiovascular events compared with those in the highest muscle mass tertile (45)”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [45] Tyrovolas, 2020, Skeletal muscle mass in relation to 10 year cardiovascular disease incidence among middle aged and older adults: the ATTICA study, J Epidemiol Community Health source
The Results and Table 3 report a hazard ratio of 0.19 for the highest muscle-mass tertile relative to the lowest, which is the reference group. That means an 81% lower hazard in the highest tertile relative to the lowest—not an 81% higher hazard in the lowest relative to the highest. (LLM, conf=0.90)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measured
- Premisecitation
Elderly individuals with low strength have a 50% higher likelihood of all-cause mortality than those with normal strength at the same age.
“Elderly individuals classified as having low strength have a 50% higher likelihood of death from all-cause mortality compared with those with normal strength at the same age (44).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [44] Ruiz, 2008, Association between muscular strength and mortality in men: prospective cohort study, BMJ source
The Results report that men in the lowest strength third had an all-cause mortality rate 1.50 times that of men in the middle third, but that figure is for the cohort overall, not specifically older men. In the age-stratified Results, the lowest-to-highest strength comparison ranges from 1.4-fold to 2.2-fold across age groups. The study included only men, so it does not establish the stated figure for elderly individuals generally. Page numbers are unavailable in our copy. (LLM, conf=0.87)
Experimental — accuracy not yet measured
- Premisecitation
Excess adipose tissue impairs muscle recruitment and activation even in young individuals.
“evidence indicates that excess adipose tissue impairs muscle recruitment and activation, even in young individuals (38).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [38] Tomlinson, 2014, The impact of obesity on skeletal muscle architecture in untrained young vs. old women, J Anat source
The Methods and Discussion report muscle size, architecture and contraction torque in young and older women, but do not assess muscle recruitment or activation. Searches for recruitment and voluntary or neural activation found no passage establishing the claimed impairment in young individuals. (LLM, conf=0.74)
Experimental — accuracy not yet measured
- Premisecitation
Greater incretin-induced body weight reduction induces larger improvements in HbA1c, triglycerides, ALT, waist circumference, and blood pressure.
“while greater incretin-induced body weight reduction induces larger improvements in HbA 1c , triglycerides, ALT, waist circumference, and blood pressure (48)”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [48] Małecki, 2023, Predictors of ≥15% weight reduction and associated changes in cardiometabolic risk factors with tirzepatide in adults with type 2 diabetes in SURPASS 1-4, Diabetes Care source
The Results (Characterization of Achieving Different Categorical Measures of BW Reduction With Tirzepatide) associate greater weight reduction with larger improvements in all five listed measures. The paper studied tirzepatide-treated adults with type 2 diabetes and reports associations; it does not establish that weight reduction caused those improvements or that the finding applies to incretin treatments generally. (LLM, conf=0.88)
Experimental — accuracy not yet measured
- Premisecitation
Individuals with obesity have lower muscular strength than normal-weight counterparts when strength is adjusted for body mass.
“individuals with obesity possess lower levels of muscular strength than normal-weight counterparts when strength is adjusted for body mass (35).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [35] Tomlinson, 2016, The impact of obesity on skeletal muscle strength and structure through adolescence to old age, Biogerontology source
- Premisecitation
In a 20-week trial, liraglutide at doses from 1.2 to 3.0 mg caused fat mass losses of 13.9-16.5% and lean mass losses of 0.9-2.9% in 72 individuals with obesity.
“They found fat mass losses of 13.9% (À6 kg), 13% (À5.9 kg), 16.5% (À7 kg), and 15.4% (À6.8 kg), respectively.Lira also induced LM losses of 0.9% (À0.5 kg), 2.9% (À1.5 kg), 2.6% (À1.3 kg), and 2% (À1.1 kg).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [31] Astrup, 2012, Safety, tolerability and sustained weight loss over 2 years with the once-daily human GLP-1 analog, liraglutide, Int J Obes source
The Abstract Results (page not provided) report that, at 20 weeks, liraglutide 3.0 mg reduced body fat by 15.4% and lean tissue by 2.0%. The Clinical outcomes section confirms that body composition was measured in a subgroup, but the retrieved passages do not substantiate the other dose-specific percentages or the subgroup size of 72. (LLM, conf=0.84)
Experimental — accuracy not yet measured
- Premisecitation
In a 68-week trial, semaglutide 2.4 mg reduced body weight by 14.9% (15.3 kg) versus 2.4% (2.6 kg) with placebo in middle-aged adults with overweight or obesity.
“A subsequent 68-week intervention in middle-aged adults with overweight or obesity using semaglutide (Sema) (2.4 mg) reduced body weight by 14.9% (À15.3 kg) versus 2.4% (À2.6 kg) in the placebo group (17).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [17] Wilding, 2021, Once-weekly semaglutide in adults with overweight or obesity, N Engl J Med source
- Premisecitation
In a 68-week comparison, semaglutide 2.4 mg weekly produced greater mean weight loss (-15.8%) than liraglutide 3.0 mg daily (-6.4%) in adults with obesity who received counseling.
“In a 68-week comparison of Sema 2.4 mg weekly versus once-daily Lira 3.0 mg in adults with obesity, all of whom received counseling to achieve a 500 kcal/day energy deficit and meet physical activity recommendations ($150 min/week), the mean weight change from baseline was -15.8% with Sema versus -6.4% with Lira (19).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [19] Rubino, 2022, Effect of weekly subcutaneous semaglutide vs daily liraglutide on body weight in adults with overweight or obesity without diabetes: the STEP 8 randomized clinical trial, JAMA source
- Premisecitation
Loss of muscle mass is associated with increased risk of cardiovascular disease and death.
“Moreover, loss of muscle is associated with increased risk of cardiovascular disease and death (43).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [43] McLeod, 2016, Live strong and prosper: the importance of skeletal muscle strength for healthy ageing, Biogerontology source
The Introduction (page unavailable) describes sarcopenia as loss of muscle mass and strength associated with adverse outcomes including death. The section ‘The importance of skeletal muscle strength for healthy ageing’ reports higher all-cause mortality among people with low muscle strength, but the cited passages do not link muscle loss specifically to increased cardiovascular disease risk. (LLM, conf=0.86)
Experimental — accuracy not yet measured
- Premisecitation
An analysis of bariatric surgery indicated that an 8-kg loss in lean mass, reflecting 21% of total weight lost, may have long-term implications for functional capacity, resting energy expenditure, bone strength, metabolic health, drive to eat, and weight regain.
“an analysis of the impacts of bariatric surgery (47), which indicated that the $8-kg loss in LM (reflecting 21% of the total weight lost) may have long-term implications for functional capacity, resting energy expenditure, bone strength, metabolic health, the drive to eat, and weight regain.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [47] Nuijten, 2022, The magnitude and progress of lean body mass, fat-free mass, and skeletal muscle mass loss following bariatric surgery: a systematic review and meta-analysis, Obes Rev source
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured
- Premisecitation
In a 26-week trial of liraglutide 1.8 mg in 44 individuals with type 1 diabetes and overweight or obesity, fat mass decreased 14.1% (4.6 kg) and lean mass decreased 4.7% (2.5 kg).
“Corroborating these findings, a clinical trial in 44 individuals with type 1 diabetes and overweight or obesity revealed a fat mass loss of 14.1% (À4.6 kg) after a 26-week Lira (1.8 mg) treatment and a significant LM loss of 4.7% (À2.5 kg) (32).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [32] Schmidt, 2022, Liraglutide changes body composition and lowers added sugar intake in overweight persons with insulin pump-treated type 1 diabetes, Diabetes Obes Metab source
- Premisecitation
Incretin therapy reduces cardiovascular endpoints in patients with obesity.
“Recent evidence indicates that incretin therapy decreases cardiovascular end points in patients with obesity (18).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [18] Lincoff, 2023, Semaglutide and cardiovascular outcomes in obesity without diabetes, N Engl J Med sourceExperimental — accuracy not yet measured
- Premisecitation
In frail adults with obesity, adding resistance training to a hypocaloric diet resulted in less fat-free mass reduction than diet-only (1.8 vs 3.5 kg, difference 1.7 kg) with similar weight and fat loss.
“similar body weight loss occurred between diet and diet 1 RT groups (10.7 vs. 9.7 kg), along with similar fat loss (6.8 vs. 7.7 kg), but the diet 1 RT group experienced less fat-free mass reduction than the diet-only group (1.8 vs. 3.5 kg, a difference of 1.7 kg) (71).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [71] Frimel, 2008, Exercise attenuates the weight-loss-induced reduction in muscle mass in frail obese older adults, Med Sci Sports Exerc source
The Results report similar weight and fat loss in both groups and less fat-free mass loss in the diet-plus-exercise group (1.8 versus 3.5 kg). However, the Methods (Experimental Protocol) describe an exercise program that included aerobic, flexibility, and balance activities as well as resistance training, so the study cannot attribute the difference to resistance training alone. (LLM, conf=0.86)
Experimental — accuracy not yet measured
- Premisecitation
Semaglutide and tirzepatide have much larger impacts on weight and lean mass loss than liraglutide.
“Sema and Tz have much larger impacts on weight and LM loss than Lira (79).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [79] Stretton, 2023, Weight loss with subcutaneous semaglutide versus other glucagon-like peptide 1 receptor agonists in type 2 diabetes: a systematic review, Intern Med J source
The Weight loss section reports significantly greater weight loss with semaglutide than with liraglutide, and greater weight loss with tirzepatide than with semaglutide, in the studied doses and patients with type 2 diabetes. It does not report lean-mass loss, so that part of the claim is unsupported. (LLM, conf=0.88)
Experimental — accuracy not yet measured
- Premisecitation
A meta-analysis of 745 postmenopausal and older women undertaking resistance training reported significant small-to-moderate increases (0.44 kg) in lean mass regardless of age, intervention period, weekly training frequency, and number of exercises.
“A meta-analysis of observational studies by Thomas et al. (67), which included data from 745 postmenopausal and older women (65.8 ± 4.9 years) undertaking a variety of RT protocols (mean duration 16 weeks, 3 days/ week, 7 exercises/session), reported significant increases that were small to moderate in size (10.44 kg) in LM regardless of age, intervention period, weekly training frequency, and num”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [67] Thomas, 2021, The effect of resistance training programs on lean body mass in postmenopausal and elderly women: a meta-analysis of observational studies, Aging Clin Exp Res source
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured
- Premisecitation
Weight loss, whether intentional through diet and exercise or unintentional with disease, is accompanied by loss of skeletal muscle mass that can amount to up to 40% of total weight loss.
“Weight loss, either intentional via diet and exercise or unintentionally when associated with disease, is accompanied by a loss in skeletal muscle mass that can amount to up to $40% of total weight loss (54).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [54] McCarthy, 2021, Weight loss strategies and the risk of skeletal muscle mass loss, Nutrients source
The Introduction says intentional weight loss can include skeletal muscle loss, but its 20–40% figure refers to fat-free mass, not skeletal muscle specifically. Section 5 explicitly notes that not all fat-free mass lost is skeletal muscle. The passages do not establish the same claim for unintentional, disease-associated weight loss. (LLM, conf=0.88)
Experimental — accuracy not yet measured
- Interpretationcitation
Resistance training can effectively mitigate lean mass or skeletal muscle mass loss associated with dietary interventions and disease states, independently of reductions in body weight and fat mass.
“Evidence also indicates that RT can effectively mitigate LM or skeletal muscle mass loss associated with dietary interventions (75) and in response to disease states (76).This occurs independently of reductions in body weight and fat mass.”
Quote in the paperSubstantial claim1 of 2 sources checked- cites [75] Cohen, 2015, Muscle wasting in disease: molecular mechanisms and promising therapies, Nat Rev Drug Discov source
- cites [76] Dawson, 2018, Impact of resistance training on body composition and metabolic syndrome variables during androgen deprivation therapy for prostate cancer: a pilot randomized controlled trial, BMC Cancer source
- Premisecitation
In 160 elderly individuals with overweight or obesity undergoing diet, despite similar weight and fat loss, resistance training resulted in less lean mass loss (-1 kg or -2%) than combination therapy (-1.7 kg or -3%) and endurance training (-2.7 kg or -5%).
“Despite similar and significant body weight loss (9% average) and fat mass loss (6.9% average) compared with baseline values between groups, RT resulted in less LM loss (À1 kg or À2%) than combination therapy (À1.7 kg or À3%) and ET (À2.7 kg or À5%) (60).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [60] Villareal, 2017, Aerobic or resistance exercise, or both, in dieting obese older adults, N Engl J Med source
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured
- Premisecitation
In 119 sedentary adults with overweight or obesity, 8 months of resistance training and combined resistance/endurance training, but not endurance training alone, increased lean mass.
“A study involving 119 sedentary adults with overweight and obesity (49.7 ± 10.3 years) indicated that 8 months of RT (11.09 kg) and combined RT/ET (10.81 kg), but not ET alone (À0.10 kg), increased LM (58).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [58] Willis, 2012, Effects of aerobic and/or resistance training on body mass and fat mass in overweight or obese adults, J Appl Physiol (1985) source
- Premisecitation
After stopping incretin therapy, about 60% of lost weight is regained.
“After treatment discontinuation, $60% of the weight loss is regained(81,83).”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [81] Wilding, 2022, Weight regain and cardiometabolic effects after withdrawal of semaglutide: the STEP 1 trial extension, Diabetes Obes Metab source
The Discussion reports that participants regained a mean of two-thirds of their prior weight loss during the year after withdrawal of semaglutide and structured lifestyle intervention. This broadly supports the approximate percentage, but the paper studies that specific treatment in adults with overweight or obesity, not incretin therapy generally. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites [83] Aronne, 2024, Continued treatment with tirzepatide for maintenance of weight reduction in adults with obesity: the SURMOUNT-4 randomized clinical trial, JAMA source
The Results report substantial regain after tirzepatide withdrawal: participants initially lost 20.9% of baseline weight and had a 9.9% reduction remaining after 52 weeks on placebo. That implies roughly 53% of the initial loss was regained, not about 60%. The trial studied tirzepatide specifically, so it does not establish that proportion for incretin therapy generally. (LLM, conf=0.86)
Experimental — accuracy not yet measured
- Premisecitation
Incretin therapy decreases fat mass by about 29% on average.
“Regarding fat mass, evidence suggests a decrease of $29% after incretin therapy (17,20)”
Quote in the paperSubstantial claim1 of 2 sources checked- cites [17] Wilding, 2021, Once-weekly semaglutide in adults with overweight or obesity, N Engl J Med source
The Change in Body Composition section reports reduced total fat mass in a 140-person DXA subpopulation treated with semaglutide, and the Discussion says fat mass fell more than lean body mass. Our copy does not report a 29% average fat-mass decrease; it studied semaglutide in adults with overweight or obesity, not incretin therapies generally. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites [20] Jastreboff, 2022, Tirzepatide once weekly for the treatment of obesity, N Engl J Med source
- Findingnone given
Incretin therapy causes an average lean mass loss of about 13%.
“Furthermore, incretin therapy induces an average LM loss of $13%.”
Quote in the paperSubstantial claim - Premisenone given
After a low-calorie diet, combining aerobic exercise with liraglutide improved weight loss maintenance compared with either alone.
“After a low-calorie diet, combining aerobic exercise with liraglutide improved weight loss maintenance compared with either alone.”
Quote in the paperNot a substantial claim - Premisecitation
Tirzepatide produced 20.9% (22.1 kg) weight loss after 72 weeks versus 3.1% (3.2 kg) with placebo in middle-aged adults with obesity or overweight and at least one weight-related complication.
“Tirzepatide (Tz), a dual incretin that acts as both a GLP-1RA and GIP receptor agonist, had even larger effects on weight loss (À20.9%, or À22.1 kg, after a 72-week intervention vs. 3.1%, or À3.2 kg, placebo) in middle-aged adults with obesity or overweight and at least one weight-related complication (20).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [20] Jastreboff, 2022, Tirzepatide once weekly for the treatment of obesity, N Engl J Med source
- Premisereasoning
Incretin-based weight loss pharmacotherapy achieves 15-24% reductions in body weight.
“Thus, incretin-based weight loss pharmacotherapy achieves $15-24% reductions in body weight.”
Quote in the paperSubstantial claim - Interpretationreasoning
Preserving lean mass may prevent regain of body weight and fat after stopping incretin pharmacotherapy.
“Preservation of lean mass may prevent rebound weight (fat) gain in those ceasing pharmacotherapy.”
- Also stated in: § Abstract · hedged
“Retaining lean mass during incretin therapy could blunt body weight (and fat) regain on cessation of weight loss pharmacotherapy.”
Quote in the paperSubstantial claim - Also stated in: § Abstract · hedged
- Interpretationreasoning
The 6 kg lean mass loss in the tirzepatide study likely underestimates lean mass loss at higher doses and in more responsive individuals.
“The loss of 6 kg LM likely underestimates the loss of LM at higher doses of Tz and in more responsive individuals.”
Quote in the paperSubstantial claim - Premisecitation
Obesity contributes to increased intramuscular fat, which decreases muscle quality.
“Obesity also contributes to an increase in intramuscular fat, which in turn decreases muscle quality (36).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [36] Rahemi, 2015, The effect of intramuscular fat on skeletal muscle mechanics: implications for the elderly and obese, J R Soc Interface source
- Premisenone given
Resistance exercise is more effective than endurance exercise for increasing muscle mass.
“Resistance is more effective than endurance exercise for improving muscle mass.”
- Also stated in: § CAN EXERCISE TRAINING PRESERVE LM AND FUNCTION IN INDIVIDUALS TAKING INCRETIN THERAPY? · plain
“Where LM is the focus, RT is a more effective intervention than ET, yet there are currently no studies in the literature that have used individually tailored RT interventions in combination with incretins.”
Quote in the paperSubstantial claim - Also stated in: § CAN EXERCISE TRAINING PRESERVE LM AND FUNCTION IN INDIVIDUALS TAKING INCRETIN THERAPY? · plain
- Premisecitation
Loss of muscle mass is estimated to increase the risk of cardiovascular and all-cause mortality by 35%.
“loss of muscle mass is estimated to increase the risk of cardiovascular and all-cause mortality by 35% (46).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [46] Srikanthan, 2016, Relation of muscle mass and fat mass to cardiovascular disease mortality, Am J Cardiol source
- Interpretationreasoning
Resistance exercise can preserve lean mass while fat loss occurs.
“Resistance exercise can preserve lean mass while fat loss is achieved.”
Quote in the paperSubstantial claim - Premisecitation
Loss of 6 kg lean mass associated with incretin therapies approximates the impact of a decade or more of human ageing on skeletal muscle mass.
“it can be estimated that loss of 6 kg LM associated with incretin therapies approximates the impact of a decade or more of human ageing on skeletal muscle mass (34,53).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [34] Goodpaster, 2006, The loss of skeletal muscle strength, mass, and quality in older adults: the health, aging and body composition study, J Gerontol A Biol Sci Med Sci source
- cites [53] Flynn, 1992, Aging in humans: a continuous 20-year study of physiologic and dietary parameters, J Am Coll Nutr source
- Interpretationreasoning
Weight regain following incretin cessation is likely impacted by the magnitude of lean mass loss induced by that therapy.
“It is likely that weight regain following incretin cessation is impacted by the magnitude of LM loss induced by that therapy.”
Quote in the paperSubstantial claim - Premisenone given
There are currently no studies in the literature that have used individually tailored resistance training interventions in combination with incretins.
“yet there are currently no studies in the literature that have used individually tailored RT interventions in combination with incretins.”
Quote in the paperNot a substantial claim - Premisecitation
A systematic review and meta-analysis in individuals with overweight or obesity aged 18 years or older found no differences between males and females for muscle strength after resistance training (effect size 0.07 ± 0.06; P = 0.31).
“a systematic review and metaanalysis specific to individuals with overweight and obesity ($18 years) found no differences between males and females for muscle strength after RT (effect size 0.07 ± 0.06; P = 0.31) (65).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [65] Roberts, 2020, Sex differences in resistance training: a systematic review and meta-analysis, J Strength Cond Res source
- Premisecitation
In middle-aged to older participants aged 50 years or older, a systematic review showed a positive effect on lean body mass, with a mean lean mass change of 1.1 kg in interventions lasting 10 to 52 weeks.
“In middle-aged to older participants (age $50 years), a systematic review showed a positive effect on lean body mass, with a mean LM change of 11.1 kg in interventions with durations between 10 and 52 weeks (mean duration 21 ± 9 weeks), frequency of 2-3 times/week, and intensity ranging from 50 to 80% of 1 repetition maximum (66).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [66] Peterson, 2011, Influence of resistance exercise on lean body mass in aging adults: a meta-analysis, Med Sci Sports Exerc source
- Interpretationcitation
The large lean mass loss with some incretin therapies may be clinically relevant after longer-term therapy and in older patients prone to sarcopenia.
“which may be particularly clinically relevant following longerterm therapy and/or in patients who are older and prone to sarcopenia (88).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [88] Omura, 2022, Skeletal muscle as a treatment target for older adults with diabetes mellitus: The importance of a multimodal intervention based on functional category, Geriatr Gerontol Int source
- Premisecitation
The American College of Sports Medicine endorses resistance training over other exercise modalities for gain or preservation of muscle mass.
“The American College of Sports Medicine (ACSM) endorses resistance training (RT) over other exercise modalities for gain or preservation of muscle mass (55).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [55] Garber, 2011, American College of Sports Medicine position stand. Quantity and quality of exercise for developing and maintaining cardiorespiratory, musculoskeletal, and neuromotor fitness in apparently healthy adults: guidance for prescribing exercise, Med Sci Sports Exerc source
- Interpretationcitation
Supervised resistance training interventions lasting more than 10 weeks, with frequency up to 2-3 times per week, intensity 50-80% of 1 repetition maximum, and at least seven exercises per session, elicit improvements in lean mass acquisition or maintenance in aging men and women, with an average increase of approximately 1.1 kg.
“The studies described above reveal that supervised RT interventions with a duration above 10 weeks, a frequency of up to 2-3 times/week, an intensity range between 50 and 80% of 1 repetition maximum, and a minimum of seven exercises/ session (e.g., large muscle groups) elicit improvements in LM acquisition and/or maintenance in aging men and women, with an average increase of approximately 1.1 kg.”
Quote in the paperSubstantial claim - Premisecitation
In a randomized crossover study in younger adults, 3 months of resistance training produced a larger lean mass increase than endurance training (RT Δ1.2 kg vs ET Δ0.4 kg).
“a randomized crossover study in younger adults (25 ± 5 years), involving 3 months of ET and RT, reported a significant increase in LM that was larger in response to RT than ET (ET D0.4 ± 1.1 kg vs. RT D1.2 ± 1.1 kg) (57).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [57] Thomas, 2021, Studies of Twin Responses to Understand Exercise Therapy (STRUETH): body composition, Med Sci Sports Exerc source
- Premisecitation
The amount of lean mass lost with some incretin therapies is greater than that lost over 10 years of aging.
“The magnitude of LM loss associated with some incretin therapies exceeds that seen during 10 years of aging”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [88] Omura, 2022, Skeletal muscle as a treatment target for older adults with diabetes mellitus: The importance of a multimodal intervention based on functional category, Geriatr Gerontol Int source
- Interpretationreasoning
Mitigation is larger in absolute terms when greater loss of muscle mass occurs in the untrained comparator group.
“It appears that mitigation is larger in absolute terms under circumstances where greater loss of muscle mass occurs in the untrained comparator group.”
Quote in the paperSubstantial claim - Premisecitation
Adding resistance training to caloric restriction prevented the loss of about 1 kg of lean mass that occurred in the diet-only group in 48 women with obesity.
“Bouchard et al. (72) also demonstrated that adding RT to caloric restriction prevented the loss of $1 kg of LM that occurred in the diet-only group in 48 women (63 years) with obesity (>35% body fat).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [72] Bouchard, 2009, Impact of resistance training with or without caloric restriction on physical capacity in obese older women, Menopause source
- Interpretationcitation
The impact of resistance training with incretin-based weight loss agents in obesity and type 2 diabetes likely has a benefit-to-cost ratio exceeding 9:1.
“The impact of RT when using incretinbased agents to lose body weight in obesity and type 2 diabetes likely approximates this benefit-to-cost ratio, exceeding 9:1 (86).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [86] Deloitte Access Economics, 2015, Value of Accredited Exercise Physiologist in Australia
Not checked in the free run.
- Rests on an assumption: In the Australian health care system, exercise provision for type 2 diabetes yields total well-being benefits of about $8,000 per person treated at a cost of $580.
- Interpretationreasoning
The fat-loss benefits of incretin therapies may be offset by skeletal muscle loss, potentially reducing longer-term health benefits.
“However, the salutary effects of incretin therapies on fat loss may be offset by decreases in skeletal muscle mass, potentially compromising the longer-term health benefits associated with this class of drugs.”
Quote in the paperSubstantial claim - Interpretationreasoning
This profound lean mass loss would be expected to harm health outcomes such as frailty and long-term mortality, especially in older adults.
“This profound level of LM loss would be expected to have deleterious impacts on health outcomes, including frailty and long-term mortality risk, which may be particularly relevant in older adults.”
Quote in the paperSubstantial claim
- May combine two claims. 33
- The quote only partly states this claim. 1
- Classified as probably not a substantial claim. 2
May combine two claims.
PremisecitationIn a 68-week semaglutide 2.4 mg trial in 140 individuals with overweight or obesity, body weight decreased 14.9% (15.3 kg), fat mass decreased 24.7% (10.4 kg), and lean mass decreased 13.9% (6.9 kg).
“In the context of a body weight reduction of 14.9% (À15.3 kg) and fat reduction of 24.7% (À10.4 kg), individuals also lost an average of 13.9% of their total LM (À6.9 kg) (17).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [17] Wilding, 2021, Once-weekly semaglutide in adults with overweight or obesity, N Engl J Med source
The Abstract reports 14.9% (15.3 kg) mean weight loss at week 68 with semaglutide. “Change in Body Composition” reports reduced fat and lean mass in a 140-participant DXA subpopulation, but our copy does not give the claimed 24.7% (10.4 kg) or 13.9% (6.9 kg) reductions. The full trial enrolled 1,961 participants, not 140. (LLM, conf=0.88)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationIn 23 older individuals, after 18 weeks, resistance training increased knee extensor maximal torque by 41.7% in men and 15.8% in women; muscle quality increased 33.7% in males versus 8.8% in females.
“A study of 23 older individuals (71 years) observed that, after 18 weeks, RT increased knee extensor maximal torque by 41.7% in men and 15.8% in women.Differences in muscle quality were also reported, whereby muscle quality increased by 33.7% in males compared with 8.8% in females (63).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [63] Da Boit, 2016, Sex differences in the response to resistance exercise training in older people, Physiol Rep source
May combine two claims.
PremisecitationBoth cognitive restraint and moderate to vigorous physical activity were associated with less weight regain.
“Both cognitive restraint and moderate to vigorous physical activity were associated with less weight regain.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [78] Jensen, 2022, Exploratory analysis of eating- and physical activity-related outcomes from a randomized controlled trial for weight loss maintenance with exercise and liraglutide single or combination treatment, Nat Commun source
May combine two claims.
PremisecitationSemaglutide administration is associated with lean mass loss of 13.9% (6.9 kg) over 68 weeks, while tirzepatide induced a 10.9% (6 kg) loss over 72 weeks.
“As discussed above, Sema administration is associated with an LM loss of 13.9% ($6.9 kg) over a period of 68 weeks (17), while Tz induced a 10.9% (6 kg) loss over 72 weeks of therapy (20).”
Quote in the paperSubstantial claim1 of 2 sources checked- cites [17] Wilding, 2021, Once-weekly semaglutide in adults with overweight or obesity, N Engl J Med source
The Change in Body Composition section (page unavailable) reports that lean body mass decreased in absolute terms in the semaglutide DXA subpopulation. Our copy does not give the claimed 13.9% or 6.9 kg lean-mass loss, although it confirms the trial’s 68-week duration. The tirzepatide result is attached to a different citation and is not assessed here. (LLM, conf=0.88)
Experimental — accuracy not yet measured - cites [20] Jastreboff, 2022, Tirzepatide once weekly for the treatment of obesity, N Engl J Med source
May combine two claims.
PremisecitationThe exercise group increased lean mass by 3.4% (2.1 kg) compared with the liraglutide group (0.0 kg; 95% CI -1.0 to 1.1), while the combination group increased lean mass by 0.8% (0.5 kg).
“The exercise group increased LM by 3.4% (12.1 kg) compared with the Lira group (0.0 kg; 95% CI À1.0 to 1.1), while the combination group also exhibited an increase of 0.8% (10.5 kg).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [77] Lundgren, 2021, Healthy weight loss maintenance with exercise, liraglutide, or both combined, N Engl J Med source
The Metabolic Health-Related End Points section (page not supplied) reports increased lean mass with exercise, and the Discussion (page not supplied) says the combination preserved lean mass. Our copy does not give the claimed 3.4%, 2.1 kg, 0.8%, or 0.5 kg changes, or the liraglutide group's 0.0 kg estimate and confidence interval; preservation alone does not establish an increase in the combination group. (LLM, conf=0.82)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationFrom the third to fourth decade onwards, aging is accompanied by loss of strength of around 2.5-4.0% per year, with leg strength declining despite habitual endurance exercise in active older adults.
“Studies indicate that, from the third to fourth decade onwards, aging is accompanied by loss of strength of around 2.5-4.0%per year (73), with leg strength declining despite habitual endurance exercise in active older adults (74).”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites [73] Mitchell, 2012, Sarcopenia, dynapenia, and the impact of advancing age on human skeletal muscle size and strength; a quantitative review, Front Physiol source
The Function section reports that strength declines with advancing age at an average rate of 2–4% per year, supporting the approximate rate. It does not establish that this rate begins in the third or fourth decade; the early-onset ages discussed in the Size section concern muscle mass, not strength. The endurance-exercise clause has a separate citation and is not assessed here. No page numbers were supplied for these passages. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites [74] Marcell, 2014, Leg strength declines with advancing age despite habitual endurance exercise in active older adults, J Strength Cond Res source
May combine two claims.
PremisecitationIn 107 elderly individuals with obesity, after 12 months, the exercise group increased lean mass by 2.3% (1.3 kg), while the diet-plus-exercise and diet-only groups decreased lean mass by 3.1% (-1.8 kg) and 5.2% (-3.2 kg).
“A study comparing the independent and combined effects of caloric restriction and exercise in 107 elderly (70 years) individuals with obesity reported that, after 12 months, the exercise group increased LM by 2.3% (11.3 kg), while the dietplus-exercise and diet-only groups experienced decreases in LM of 3.1% (À1.8 kg) and 5.2% (À3.2 kg).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [70] Villareal, 2011, Weight loss, exercise, or both and physical function in obese older adults, N Engl J Med source
The Results section (Body Weight and Composition; page unavailable) reports the stated directions and kilogram changes in lean mass for all three groups, and the Methods describe a one-year trial of 107 older adults with obesity. However, the citing sentence as printed says the exercise group gained 11.3 kg, whereas the source reports 1.3 kg. The supplied paraphrase corrects that figure. (LLM, conf=0.88)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationIn a recent study, after a 36-week lead-in with tirzepatide 10 or 15 mg inducing 20.9% (22.1 kg) weight reduction, continued tirzepatide for 52 weeks produced an additional 5.5% (4.7 kg) reduction (total 25.8%, 26.8 kg), while placebo regained 54.5% (12 kg) of total body weight loss.
“After a 36-week lead-in involving Tz treatment (10 mg or 15 mg), which induced weight reduction of 20.9% (À22.1 kg), individuals were randomized to continued Tz treatment for another 52 weeks (additional weight reduction of 5.5% or À4.7 kg, totaling À25.8%, or À26.8 kg, over the 88-week treatment period) or placebo injections (regaining 54.5%, or 12 kg, of the total body weight loss during the 36-”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [83] Aronne, 2024, Continued treatment with tirzepatide for maintenance of weight reduction in adults with obesity: the SURMOUNT-4 randomized clinical trial, JAMA source
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured
May combine two claims. The quote only partly states this claim.
PremisecitationAfter 12 months, the combination of liraglutide and exercise produced greater weight loss (3.5% or 3.4 kg) than liraglutide alone (0.7% or 0.7 kg); the exercise-only group increased body weight by 2% (2.0 kg).
“After 12 months, greater weight loss was observed in the combination group (Lira 1 exercise, 3.5% or À3.4 kg) than the Lira-only group (0.7% or À0.7 kg).The exercise-only group increased body weight by 2% (12.0 kg).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [77] Lundgren, 2021, Healthy weight loss maintenance with exercise, liraglutide, or both combined, N Engl J Med source
May combine two claims.
PremisecitationIn the Lundgren et al. study, after an initial 8-week caloric restriction, participants with obesity lost an average of 12% (13 kg) body weight, 5.1 kg lean mass, and 7.3 kg fat mass.
“After an initial 8-week period of caloric restriction during which participants with obesity lost an average of 12% ($13 kg) of their initial body weight, 5.1 kg LM, and 7.3 kg fat mass, this study randomized 195 participants (42 ± 12 years) to four groups: placebo, exercise (combined training), Lira alone, or Lira 1 exercise (Fig. 5).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites [77] Lundgren, 2021, Healthy weight loss maintenance with exercise, liraglutide, or both combined, N Engl J Med source
The Low-Calorie Diet section reports a mean weight loss of 13.1 kg (12%) over eight weeks. Table 1 shows lower fat and lean mass after the diet, but its before-and-after groups differ in size (215 versus 195), and it does not report mean losses of 7.3 kg fat mass or 5.1 kg lean mass. Those exact figures are not verified by our copy. (LLM, conf=0.88)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationIn that study, fat loss was greater in the combination group (3.5% or 4.7 kg) than in the exercise group (1.8% or 1.4 kg) and the liraglutide group (1.6% or 2.0 kg).
“Better results in the combined group were also found in terms of fat loss, with a reduction of 3.5% (À4.7 kg), approximately twice the decrease in the exercise group (À1.8% or À1.4 kg) and the Lira group (À1.6% or À2.0 kg) (77).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [77] Lundgren, 2021, Healthy weight loss maintenance with exercise, liraglutide, or both combined, N Engl J Med source
The Body Weight and Body-Fat Percentage section reports a greater reduction in body-fat percentage with the combination than with either treatment alone, and the Discussion says fat-mass loss was approximately twice that of the single treatments. Our copy does not report the cited group-specific figures of 3.5%, 1.8%, and 1.6%, or the corresponding kilogram losses; its reported percentage-point figures are treatment comparisons, not those values. (LLM, conf=0.86)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationIn a previous study, initial 20-week semaglutide 2.4 mg reduced body weight by 10.6% (11.1 kg); continued semaglutide to 68 weeks produced an additional 7.9% (7.1 kg) reduction, while discontinuation at 20 weeks led to regain of 6.9% (6.1 kg).
“an initial 20-week Sema (2.4 mg) administration reduced body weight by 10.6% (À11.1 kg) (82).Thereafter, an additional body weight reduction of 7.9% (À7.1 kg) was reported for those maintained on Sema treatment until 68 weeks, whereas the group that discontinued treatment at 20 weeks demonstrated body weight regain of 6.9% (6.1 kg) (82).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [82] Rubino, 2021, Effect of continued weekly subcutaneous semaglutide vs placebo on weight loss maintenance in adults with overweight or obesity: the STEP 4 randomized clinical trial, JAMA source
May combine two claims.
PremisecitationAn overview of 12 systematic reviews and meta-analyses reported that exercise training with or without diet produced significant weight and fat mass losses but no net increase in lean mass; resistance training reduced lean mass loss by 0.8 kg compared with diet only.
“An overview of 12 systematic reviews and meta-analyses summarizing the impact of exercise training (with or without diet) on body composition during weight loss reported significant weight (À1.5 to 3.5 kg) and fat mass (À1.3 to 2.6 kg) losses in response to exercise training (68) but no net increase in LM.However, RT reduced the loss in LM by 0.8 kg in comparison with diet only.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [68] Bellicha, 2021, Effect of exercise training on weight loss, body composition changes, and weight maintenance in adults with overweight or obesity: an overview of 12 systematic reviews and 149 studies, Obes Rev source
May combine two claims.
PremisecitationMuscle mass is highly metabolically active, and muscle loss is linked to decreased metabolic rate.
“muscle mass is highly metabolically active, with muscle loss linked to decreased metabolic rate (84).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [84] Christoffersen, 2022, Beyond appetite regulation: targeting energy expenditure, fat oxidation, and lean mass preservation for sustainable weight loss, Obesity (Silver Spring) source
May combine two claims.
Study design and conductcitationThe Lundgren study was not designed to evaluate combining exercise and incretin treatment as the primary weight loss therapy, and its exercise intervention involved endurance training rather than resistance training.
“It was not designed to evaluate the effects of combining exercise and incretin treatment as the primary weight loss therapy.It is also relevant that the exercise intervention involved ET rather than RT and that Sema and Tz have much”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [77] Lundgren, 2021, Healthy weight loss maintenance with exercise, liraglutide, or both combined, N Engl J Med source
May combine two claims.
PremisecitationAnother systematic review and meta-analysis concluded that adding resistance training to diet attenuated loss of lean mass by 93.5%, with an absolute difference of approximately 1 kg; similar reductions in fat mass and body weight occurred between resistance-training-with-diet and diet-alone groups.
“Another systematic review and meta-analysis, which summarized six articles regarding the impact of RT on diet-induced loss in LM mass, concluded that adding RT to diet attenuated the loss of LM by 93.5%, with an absolute difference in LM of approximately 1 kg.Similar reductions in fat mass and body weight were reported between RT-with-diet and diet-alone groups (69) (Fig. 4).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [69] Sardeli, 2018, Resistance training prevents muscle loss induced by caloric restriction in obese elderly individuals: a systematic review and meta-analysis, Nutrients source
May combine two claims.
PremisecitationIn middle-aged individuals with obesity, 68 weeks of semaglutide therapy induced mean weight loss of 17.3% (18.3 kg) versus 2% (2.1 kg) with placebo, but 52 weeks after therapy, participants regained 67% (12.2 kg) of their lost weight.
“a recent report indicated that, in middle-aged (49 ± 12 years) individuals with obesity (BMI $30 kg/m 2 ) (81), 68 weeks of Sema therapy induced mean weight loss of 17.3% (À18.3 kg) vs. 2% (À2.1 kg) for placebo, but 52 weeks after therapy, participants had regained 67% (112.2 kg) of their lost weight.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [81] Wilding, 2022, Weight regain and cardiometabolic effects after withdrawal of semaglutide: the STEP 1 trial extension, Diabetes Obes Metab source
May combine two claims.
Findingnone givenWeight loss from incretin therapy is mainly fat, but a substantial portion is lean or muscle mass.
“However, it is germane that while the weight loss is primarily fat, a considerable amount is lean or muscle mass.”
Quote in the paperSubstantial claimMay combine two claims.
Premisenone givenLiraglutide, semaglutide, tirzepatide, and retatrutide are incretin agonist peptides that induce 15-24% weight loss in adults with overweight or obesity and also improve blood pressure, cholesterol, blood glucose, and insulin.
“Liraglutide and semaglutide (GLP-1RA), tirzepatide (GLP-1 and GIP receptor dual agonist), and retatrutide (GLP-1, GIP, and glucagon receptor triple agonist) are peptides with incretin agonist activity that induce $ $ $ $15-24% weight loss in adults with overweight and obesity, alongside beneficial impacts on blood pressure, cholesterol, blood glucose, and insulin.”
Quote in the paperSubstantial claimMay combine two claims.
Premisenone givenSupervised resistance exercise training lasting more than 10 weeks can produce large increases in lean mass, about 3 kg, and strength, about 25%, in men and women.
“Studies indicate that supervised resistance exercise training interventions with a duration >10 weeks can elicit large increases in lean mass ($ $ $ $3 kg) and strength ($ $ $ $25%) in men and women.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Premisenone givenMaintaining muscle mass and function as people age is crucial to avoiding sarcopenia and frailty, which are strongly linked to morbidity and mortality.
“Maintaining muscle mass and function as humans age is crucial to avoiding sarcopenia and frailty, which are strongly linked to morbidity and mortality.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisenone givenThese incretin agents cause rapid and significant lean mass loss of about 10% or 6 kg, comparable to a decade or more of aging.
“However, these agents also cause rapid and significant loss of lean mass ($ $ $ $10% or $ $ $ $6 kg), comparable to a decade or more of aging.”
Quote in the paperSubstantial claimMay combine two claims.
Premisenone givenGLP-1 receptor agonists cause substantial weight loss in randomized trials, and this effect may be enhanced when combined with GIP receptor agonists.
“Glucagon-like peptide 1 receptor agonists (GLP-1RA) induce substantial weight loss in randomized trials, effects that may be enhanced in combination with glucose-dependent insulinotropic polypeptide (GIP) receptor agonists.”
Quote in the paperSubstantial claimMay combine two claims.
Premisenone givenIncretin therapies produce substantial weight loss, and a portion of that loss is lean mass, roughly 10% or 6 kg, which is similar to a decade or more of aging.
“Incretin therapies induce significant weight loss, part of which is lean mass ($10% or $6 kg), comparable to a decade or more of aging.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningCompensation for lean mass loss is effective using resistance training, but overcompensation, meaning an increase in mass rather than prevention of loss, does not typically occur.
“This suggests that compensation for LM loss is effective using RT, but overcompensation (i.e., increase in mass rather than prevention of loss) does not typically occur.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningBased on well-established effects on lean mass in obesity, sarcopenia, and type 2 diabetes, it is plausible that resistance training would mitigate lean mass loss, and perhaps promote greater fat mass loss, in participants administered incretin therapy.
“Based on well-established effects on LM in obesity, sarcopenia, and type 2 diabetes, it is plausible that RT would mitigate LM loss, and perhaps promote greater fat mass loss, in participants administered incretin therapy.”
Quote in the paperSubstantial claim- Rests on an assumption: The mechanisms by which resistance exercise preserves lean mass in obesity, sarcopenia, and type 2 diabetes are similar enough to those in patients receiving incretin therapy for the effects to translate.
May combine two claims.
PremisecitationIn 94 premenopausal women with overweight after 1 year of dietary intervention, resistance training improved fat-free mass (0.3 kg or 0.6%), whereas endurance training and no exercise reduced fat-free mass.
“In 94 premenopausal women (35 ± 6.2 years) who were overweight (BMI 27-30 kg/m 2 ), after 1 year of dietary intervention, RT improved fat-free mass (10.3 kg, or 0.6%), whereas ET (À1.0 kg or À2.2%) and no exercise training (À1.5 kg or À3.1%) reduced fat-free mass (61).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [61] Hunter, 2008, Resistance training conserves fat-free mass and resting energy expenditure following weight loss, Obesity (Silver Spring) source
May combine two claims.
InterpretationreasoningThe absolute magnitude of resistance training impact on lean mass mitigation depends on factors such as protein supplementation and whether lean mass loss is induced by diet (about 1-kg effect) or disease (more than 1-kg effect).
“The absolute magnitude of RT impact in terms of LM mitigation depends upon factors such as whether the exercise is combined with protein supplementation or whether the LM loss is induced by diet ($1-kg effect) or disease (>1-kg effect).”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationIn healthy untrained men, quadriceps cross-sectional area increased 6% after 21 weeks of resistance training, while endurance training induced a 2% increase.
“In healthy untrained men (n = 38, age 37 ± 7 years), the cross-sectional area of the quadriceps femoris increased by 6% after 21 weeks of RT, while endurance training (ET) (e.g., cycling) induced a modest increase of 2% (56).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [56] Mikkola, 2012, Neuromuscular and cardiovascular adaptations during concurrent strength and endurance training in untrained men, Int J Sports Med source
May combine two claims.
PremisecitationIn an RT study of individuals aged 70 years or older with presarcopenia, there were no significant differences between males and females in lean mass, but only males significantly improved strength.
“an RT study of individuals ($70 years) with presarcopenia (based on appendicular LM index) observed no significant differences between males and females in LM but that only males significantly improved their strength (64).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [64] Vikberg, 2019, Effects of resistance training on functional strength and muscle mass in 70-year-old individuals with pre-sarcopenia: a randomized controlled trial, J Am Med Dir Assoc source
Classified as probably not a substantial claim. May combine two claims.
InterpretationreasoningThe authors propose that resistance training may be a key intervention that, when performed with incretin treatment, could improve body composition and provide additional health benefits.
“we propose that RT may be a key intervention that, when performed in conjunction with incretin treatment, could improve body composition and provide additional health benefits.”
Quote in the paperSubstantial claim- Rests on an assumption: The mechanisms by which resistance exercise preserves lean mass in obesity, sarcopenia, and type 2 diabetes are similar enough to those in patients receiving incretin therapy for the effects to translate.
- Rests on an assumption: Resistance exercise training can be feasibly and safely adopted by patients receiving incretin therapy.
May combine two claims.
InterpretationcitationCollectively, evidence supports resistance training as an effective approach to increase or maintain lean mass or at least mitigate the decrease in lean mass associated with diet interventions.
“Collectively, this evidence supports RT as an effective approach to increase or maintain LM or at least mitigate the decrease of LM associated with diet interventions.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationLarger improvements in lean mass after resistance training have been reported in younger adults than older adults, although both groups benefited.
“Larger improvements in LM have been reported after RT in younger (11.7 kg, 95% CI 1.0-2.4kg) compared with older adults (10.9 kg, 95% CI 0.8-1.1 kg), although both groups benefited (62).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [62] Lopez, 2022, Moderators of resistance training effects in overweight and obese adults: a systematic review and meta-analysis, Med Sci Sports Exerc source
May combine two claims.
PremisecitationIncretin pharmacotherapies are very effective for inducing weight loss, but weight is rapidly regained on cessation of energy intake restriction, and this also appears true of incretin therapies.
“While incretin pharmacotherapies are very effective for inducing weight loss, extensive diet literature indicates that weight is rapidly regained on cessation of energy intake restriction (80).This also appears to be true of incretin therapies.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [80] Machado, 2022, Understanding weight regain after a nutritional weight loss intervention: systematic review and meta-analysis, Clin Nutr ESPEN source
The paper relies on this without support.
The mechanisms by which resistance exercise preserves lean mass in obesity, sarcopenia, and type 2 diabetes are similar enough to those in patients receiving incretin therapy for the effects to translate.
“Based on well-established effects on LM in obesity, sarcopenia, and type 2 diabetes, it is plausible that RT would mitigate LM loss, and perhaps promote greater fat mass loss, in participants administered incretin therapy.”
The paper relies on this without support.
Resistance exercise training can be feasibly and safely adopted by patients receiving incretin therapy.
“We propose that tailored resistance exercise training be recommended as an adjunct to incretin therapy to optimize changes in body composition by preserving lean mass while achieving fat loss.”
The authors state this as an assumption.
Incretin therapies produce an average weight loss of about 17%.
“Here, we assume that incretin therapies induce an average of $17% weight loss (combined data from Wilding et al. [17] and Jastreboff et al. [20])”
The paper relies on this without support.
Lean mass is highly metabolically active.
“LM is highly metabolically active, so its retention during incretin therapy may also result in less fat regain after treatment cessation.”
The paper relies on this without support.
Resistance training increases skeletal muscle mass and strength and prevents muscle loss caused by dieting and disease.
“RT increases skeletal muscle mass and strength and prevents muscle loss that results from dieting and disease.”
The paper relies on this without support.
Exercise is nonpharmacological, has multiple health benefits, and has evidence of effectiveness in other contexts.
“However, exercise is nonpharmacological and has multiple health benefits, and there is evidence for its effectiveness as an intervention in other contexts.”
The paper relies on this without support.
Effective loss of excess weight conveys multiple health benefits, including reduced cardiovascular risk.
“In summary, effective loss of excess weight conveys multiple health benefits, including a reduction in cardiovascular risk.”
The paper relies on this without support.
In the Australian health care system, exercise provision for type 2 diabetes yields total well-being benefits of about $8,000 per person treated at a cost of $580.
“it was calculated that total well-being benefits amounted to $8,000 per person treated, while the cost of exercise provision was $580.”
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?
The degree of weight loss with incretin therapies is associated with a well-documented decline in lean mass and bone mineral density.
“the well-documented decline in lean mass and BMD associated with that degree of weight loss must be considered.”
From The Benefits of Exercise Training in Combination With Weight Loss Therapies (2025) · cites this paper as [43]
The section ‘Impact of Incretin Therapies Compared With Other Forms of Muscle Loss’ reports substantial lean-mass loss with semaglutide and tirzepatide. The passages from our copy do not document a decline in bone mineral density (BMD) with incretin-associated weight loss, so that part of the claim is unsupported. (LLM, conf=0.86)
Experimental — accuracy not yet measuredExercise and targeted nutritional intakes have been proposed to influence body composition outcomes during treatment with incretin-based medications, although these practices have been minimally examined in this context.
“Among other factors, exercise and targeted nutritional intakes have been proposed to influence body composition outcomes during treatment with incretin-based medications, although these practices have been minimally examined in this context.7,12,13”
From Preservation of lean soft tissue during weight loss induced by GLP-1 and GLP-1/GIP receptor agonists: A case series (2025) · cites this paper as [12]
The Abstract proposes tailored resistance exercise during incretin therapy to preserve lean mass, and the exercise-training section says definitive combination studies are lacking. The passages do not propose targeted nutritional intakes for body composition during incretin treatment or establish how extensively those practices have been studied. Page numbers were not available in our copy. (LLM, conf=0.85)
Experimental — accuracy not yet measuredGLP-1RA benefits are accompanied by concerns about side effects, cost, long-term sustainability, and loss of lean mass, which may be mitigated by concurrent exercise.
“However, these benefits are accompanied by concerns about side effects, cost, long-term sustainability and, above all, the loss of lean mass, which may be mitigated by concurrent exercise (16–20).”
From GLP-1 agonists and exercise: the future of lifestyle prioritization (2025) · cites this paper as [17]
The Impact of Incretin Therapy on Body Weight section reports gastrointestinal side effects, and the Abstract reports lean-mass loss and proposes resistance exercise to preserve it. The section on rebound weight gain after incretin therapy documents substantial regain after treatment stops, supporting a concern about long-term maintenance. The copy does not identify the cost of GLP-1RA treatment as a concern; its cost discussion in the Conclusions concerns obesity and exercise provision instead. (LLM, conf=0.88)
Experimental — accuracy not yet measuredCombining GLP-1RAs with exercise may yield additive or synergistic effects on weight loss and metabolic syndrome severity as well as on oxidative stress and inflammation.
“Recent randomized controlled trials and meta-analyses suggest that combining GLP-1RAs with exercise may yield additive or synergistic effects on weight loss and metabolic syndrome severity as well as on oxidative stress and inflammation.”
From GLP-1 agonists and exercise: the future of lifestyle prioritization (2025) · cites this paper as [17]
The section ‘Can Exercise Training Preserve LM and Function in Individuals Taking Incretin Therapy?’ (page unavailable) reports greater weight loss with liraglutide plus exercise than with liraglutide alone after an initial low-calorie diet. It does not report combination effects on metabolic syndrome severity, oxidative stress, or inflammation; it also cautions that the study tested weight-loss maintenance rather than the combination as primary weight-loss therapy. (LLM, conf=0.86)
Experimental — accuracy not yet measuredGLP-1RAs generally produce greater short-term weight loss than exercise alone, but exercise is superior for maintaining lean mass and cardiorespiratory fitness.
“Direct comparisons reveal that GLP-1RAs generally produce greater short-term weight loss than exercise alone, but exercise is superior for maintaining lean mass and cardiorespiratory fitness (16, 17, 19).”
From GLP-1 agonists and exercise: the future of lifestyle prioritization (2025) · cites this paper as [17]
In “Can Exercise Training Preserve LM and Function in Individuals Taking Incretin Therapy?” (page not provided), the paper reports that, after an initial low-calorie diet, the liraglutide-only group lost 0.7% body weight over 12 months while the exercise-only group gained 2%; exercise also increased lean mass more than liraglutide. This supports the direction of the weight and lean-mass comparisons in that specific maintenance study, but not a general claim about short-term weight loss. The passages found do not compare cardiorespiratory fitness between exercise and GLP-1RAs. (LLM, conf=0.86)
Experimental — accuracy not yet measured
Exercise, particularly resistance training, is crucial for preserving lean mass and functional health, especially during weight loss.
“Exercise, particularly resistance training, is crucial for preserving lean mass and functional health, especially during weight loss (11, 17, 18).”
From GLP-1 agonists and exercise: the future of lifestyle prioritization (2025) · cites this paper as [17]
The Impact of Exercise Training on LM and Impact of Exercise Modality sections report that exercise can mitigate muscle loss during weight loss and that resistance training is particularly effective at preserving lean mass. The paper links lean-mass loss to reduced function, but its Relationship to Strength section says it is unclear whether resistance training prevents strength deficits. Thus, the claim that it preserves functional health is stronger than the source establishes. Page numbers were not available in our copy. (LLM, conf=0.83)
Experimental — accuracy not yet measuredCombining GLP-1RAs with exercise yields additive benefits, including greater reductions in metabolic syndrome severity, abdominal obesity, oxidative stress and inflammation, and improved weight loss maintenance after cessation of pharmacotherapy.
“Recent randomized controlled trials show that combining GLP-1RAs with exercise yields additive benefits, including greater reductions in metabolic syndrome severity, abdominal obesity, oxidative stress and inflammation, and improved weight loss maintenance after cessation of pharmacotherapy (16, 17, 19, 21).”
From GLP-1 agonists and exercise: the future of lifestyle prioritization (2025) · cites this paper as [17]
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measuredPharmacologic benefits of GLP-1RAs are tempered by important trade-offs, including gastrointestinal side effects, treatment cost, and loss of lean mass, which may have long-term functional implications if not counteracted by concurrent resistance exercise.
“However, these pharmacologic benefits are tempered by important trade-offs, including gastrointestinal side effects, treatment cost, and loss of lean mass, which may have long-term functional implications if not counteracted by concurrent resistance exercise (17–19).”
From GLP-1 agonists and exercise: the future of lifestyle prioritization (2025) · cites this paper as [17]
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measuredThe adverse effects of weight reduction on muscle and bone mass-particularly among individuals with insufficient physical activity or protein intake or at older ages-have highlighted the interrelated priorities to preserve muscle mass, muscle quality, bone mass, and physical function.
“The adverse effects of weight reduction on muscle and bone mass—particularly among individuals with insufficient physical activity or protein intake or at older ages [63, 158]—have highlighted the interrelated priorities to preserve muscle mass, muscle quality, bone mass, and physical function.”
From Nutritional priorities to support <scp>GLP</scp> ‐1 therapy for obesity: A joint Advisory from the American College of Lifestyle Medicine, the American Society for Nutrition, the Obesity Medicine Association, and The Obesity Society (2025) · cites this paper as [158]
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measuredResistance training is expected to play a similarly important role for patients losing weight on incretin therapy as it does in other weight-loss contexts.
“RT, in particular, is poised to play a similarly vital role for patients losing weight on incretin therapy (43).”
From The Benefits of Exercise Training in Combination With Weight Loss Therapies (2025) · cites this paper as [43]
Tirzepatide and retatrutide induce even greater weight loss, 20.9% over 72 weeks and 24.2% over 48 weeks, respectively.
“tirzepatide and retatrutide induce even greater degrees of weight loss, at 20.9% over 72 weeks and 24.2% over 48 weeks, respectively (43).”
From The Benefits of Exercise Training in Combination With Weight Loss Therapies (2025) · cites this paper as [43]
The amount of lean mass lost with these incretin therapies in a short time exceeds the loss experienced by patients actively undergoing chemotherapy for certain cancers.
“The amount of lean mass lost in such a short time frame even exceeds the loss experienced by patients actively undergoing chemotherapy for certain cancers (43).”
From The Benefits of Exercise Training in Combination With Weight Loss Therapies (2025) · cites this paper as [43]
In its phase III trial, tirzepatide led to a significant decline in lean mass of 6.0 kg, or 10.9%, over 72 weeks.
“treatment with tirzepatide in its phase III trial led to a significant decline in lean mass, of 6.0 kg, or 10.9%, over the 72-week trial period (43).”
From The Benefits of Exercise Training in Combination With Weight Loss Therapies (2025) · cites this paper as [43]
Exercise helps preserve muscle mass and sustain weight loss.
“However, long-term weight maintenance is more successful when exercise is included, as stopping GLP-1 therapy alone often leads to weight regain, while exercise helps preserve muscle mass and sustain weight loss.”
From GLP-1 agonists and exercise: the future of lifestyle prioritization (2025) · cites this paper as [17]
Exercise may help maintain weight loss after cessation of pharmacotherapy.
“Moreover, exercise may help maintain weight loss after cessation of pharmacotherapy (16, 17, 19, 21).”
From GLP-1 agonists and exercise: the future of lifestyle prioritization (2025) · cites this paper as [17]
Gastrointestinal side effects and loss of lean mass are notable concerns with GLP-1RAs.
“However, gastrointestinal side effects and loss of lean mass are notable concerns (5, 10, 17, 18).”
From GLP-1 agonists and exercise: the future of lifestyle prioritization (2025) · cites this paper as [17]
Tailored resistance exercise training can optimize changes in body composition by preserving lean mass while achieving fat loss when associated with a hypocaloric diet or incretin therapy.
“Tailored resistance exercise training can optimize changes in body composition by preserving lean mass while achieving fat loss when associated to hypocaloric diet or incretin therapy [38, 39].”
From Muscle loss and GLP-1R agonists use (2025) · cites this paper as [38]
The adverse effects of weight reduction on muscle and bone mass are particularly seen among individuals with insufficient physical activity or protein intake or at older ages.
“The adverse effects of weight reduction on muscle and bone mass—particularly among individuals with insufficient physical activity or protein intake or at older ages [59,149]—have highlighted the interrelated priorities to preserve muscle mass, muscle quality, bone mass, and physical function.”
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.
Fat-loss percentages differ between the text and Table 1
MinorFor the same liraglutide-and-exercise study, the text gives fat-loss percentages of 3.5%, 1.8%, and 1.6% for the combination, exercise-only, and liraglutide-only groups. Table 1 gives 12.1%, 3.8%, and 5.3%, respectively, while reporting the same kilogram losses.
“Better results in the combined group were also found in terms of fat loss, with a reduction of 3.5% (À4.7 kg), approximately twice the decrease in the exercise group (À1.8% or À1.4 kg) and the Lira group (À1.6% or À2.0 kg) (77).”
“| Lira 3.0 mg | 42 ± 12 years | | À0.7 (À0.7) | À2 (À5.3) | 0 | | Lira 3.0 mg 1 exercise | | | À3.4 (À3.5) | À4.7 (À12.1) | 0.5 (0.8) | | Exercise | | | 2 (À2.1) | À1.4 (À3.8) | 2.1 (3.4) |”
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“Some individuals may benefit from a change in the dose, agent, or class of obesity management medication.”
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Retatrutide—A Game Changer in Obesity Pharmacotherapy
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The Use of Semaglutide in Patients With Renal Failure-A Retrospective Cohort Study
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CVOT summit report 2024: new cardiovascular, kidney, and metabolic outcomes
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Are we giving too much weight to lean mass loss?
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Exercise for Postmenopausal Bone Health – Can We Raise the Bar?
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Incretin Receptor Agonism, Fat-free Mass, and Cardiorespiratory Fitness: A Narrative Review
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GLP-1 agonists and exercise: the future of lifestyle prioritization
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Unraveling the complexities of diet induced obesity and glucolipid dysfunction in metabolic syndrome
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Therapeutic Potential of GLP-1 Receptor Agonists in Metabolic Associated Steatotic Liver Disease
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Effect of Incretin-Based and Nonpharmacologic Weight Loss on Body Composition
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Diabetes, obesity, and cardiovascular disease—what is the impact of lifestyle modification?
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Frailty and Effects of Semaglutide in Obesity-Related HFpEF
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Advances in Oral Biomacromolecule Therapies for Metabolic Diseases
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The Genetic Blueprint of Obesity: From Pathogenesis to Novel Therapies
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Testosterone Therapy in Older Men: Present and Future Considerations
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Self-citationOptimizing Body Composition During Weight Loss: The Role of Amino Acid Supplementation
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Optimizing GLP-1 therapies for obesity and diabetes management
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The Benefits of Exercise Training in Combination With Weight Loss Therapies
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Nutrition support whilst on glucagon-like peptide-1 based therapy. Is it necessary?
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Steatotic Liver Disease in Older Adults: Clinical Implications and Unmet Needs
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Navigating Sarcopenia Risks in GLP-1RA Therapy for Advanced Heart Failure
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Self-citationThe Role of Exercise in the Contemporary Era of Obesity Management Medications
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Pharmacologic Treatments for the Preservation of Lean Body Mass During Weight Loss
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Skeletal muscle growth to combat diabetes and obesity: the potential role of muscle‐secreted factors
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Health and Well-Being Coaching Adjuvant to GLP-1 Induced Weight Loss
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- Authors
- Locatelli, J. C., Costa, J. G., Haynes, A., Naylor, L. H., Fegan, P. G., Yeap, B. B., & Green, D. J.
- Affiliations
- The University of Western Australia (AU)
- Curtin University (AU)
- Corresponding author
- Yeap, Bu B.
- Green, Daniel J.
- ORCID
- Venue
- Diabetes Care
- Publisher
- American Diabetes Association
- Published
- 2024-04-30
- Volume
- 47
- Issue
- 10
- Pages
- 1718-1730
- ISSN
- 0149-5992 (ISSN-L)
- 1935-5548
- OpenAlex
- W4396515179
- Cited by
- 152
- References
- 94
- Citations by year
- 2026: 67 · 2025: 72 · 2024: 13
- FWCI
- 9.49
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Diabetes Care (publishedVersion)
- PubMed (publishedVersion)
- UWA Profiles and Research Repository (UWA) (submittedVersion)
- Funders
- National Health and Medical Research Council (APP1080914)
- Western Australian State Government (Research Excellence Award)
- Topics
- Health Sciences › Medicine › Pharmacology › Pharmacology and Obesity Treatment
- Health Sciences › Medicine › Physiology › Nutrition and Health in Aging
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Treatment and Management
- Keywords
- obesity, weight loss, resistance training, lean mass preservation, body composition, sarcopenia, frailty, GLP-1 receptor agonists, GIP receptor agonist, tirzepatide, liraglutide, semaglutide, retatrutide, muscle mass, weight regain, hypocaloric diet
- MeSH terms
- Liraglutide, Body Composition, Humans, Obesity, Weight Loss, Incretins, Resistance Training
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 2026-09-28.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-09-28.
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