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Body Type Was a Weak Predictor of Training Gains in a New Preprint

A small preprint found body type had limited value for predicting training gains. We explain the findings, bench-press caveat and research limits.

Body Type Was a Weak Predictor of Training Gains in a New Preprint
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Strength & Fitness

On September 24, 2026, SportRxiv posted a Version 1 preprint examining whether starting body build predicted muscle growth and performance gains from resistance training. Researchers followed 40 untrained young adult men through supervised whole-body training twice weekly for nine weeks. Their central finding was that baseline somatotype, a formal assessment of body build, had limited value for predicting overall training responsiveness.

The authors reported generally small associations between a body-build component called mesomorphy and training outcomes. Those associations weakened further after accounting for other components of somatotype. The result challenges confident predictions based on body type without establishing that everyone responds identically to training.

For someone who has been called a “hard gainer,” the distinction matters. A description of your starting physique is not automatically a useful forecast of how your body will respond. This research asks whether measured body build provides that forecast rather than assuming it does.

Starting Build and Training Response Are Different Questions

The biological change of interest was muscle hypertrophy, meaning muscle growth. The researchers also examined changes in physical performance. Their question was whether participants’ starting body-build scores helped explain differences in those changes after training.

This was a study of prediction rather than an experiment identifying the biological mechanism behind muscle growth. It did not establish a pathway through which a particular body type causes better or worse adaptation. That distinction keeps the explanation grounded in what the researchers actually assessed.

The Study Separated Muscle Changes From Performance Changes

According to the SportRxiv preprint, researchers assessed muscle changes using ultrasound-derived muscle thickness, bioelectrical impedance and body girths. Their performance measures included maximal strength and muscular endurance. They also assessed lower-body power and isometric knee-extensor strength.

These measurements address different questions. A change in measured muscle thickness is not the same observation as an improvement in a strength test. Including several outcomes allowed the authors to examine whether a body-build association appeared broadly or only in a particular measure.

The analysis focused on mesomorphy while also considering endomorphy and ectomorphy. These are components of the somatotype assessment rather than measures of training progress. Accounting for the other components helped the researchers ask whether mesomorphy offered independent information about responsiveness.

In plain language, the question was not simply whether a particular build was associated with a favorable result. It was whether that component still helped explain results when the rest of the body-build assessment was considered. The preprint reports that the associations became weaker after this adjustment.

A Positive Association Can Still Be Practically Small

The statistical wording requires careful translation. The authors reported a high posterior probability of positive associations between baseline mesomorphy and hypertrophy or performance. That describes how strongly their analysis favored a positive direction for the relationship.

Direction and size are different issues. An association can lean positive while remaining too small to be useful for predicting who will respond better. A confident answer about direction does not automatically create a useful training forecast.

The authors assessed size using a predefined “region of practical equivalence.” In accessible terms, this is a zone in which estimated differences are treated as too small to matter practically. The reported effects largely fell within that zone.

That is why the authors’ conclusion centers on limited predictive value. The finding is not merely that some associations were positive or negative. It is that the estimated relationships generally offered little practical help in identifying superior overall responsiveness.

Coverage Was Cautious, but the Scope Still Matters

Men’s Health UK’s October 2026 coverage framed the news around whether body type affects muscle gains. That is an understandable way to make a technical study accessible. The more precise research question concerned how well baseline somatotype predicted changes during the training period.

There is an important difference between “body type does not matter” and “this body-build assessment had limited predictive value.” The first sounds universal. The second describes the result the authors actually reported.

The study also measured somatotype rather than simply asking participants which body-type label they identified with. Its findings therefore concern a formal assessment of starting build. They should not be presented as a direct test of every belief people hold about their appearance or training potential.

For readers, the useful shift is away from treating a label as a verdict. “Hard gainer” is not a result from this study’s measurement process. Nor does a weak predictor mean that all participants experienced the same changes.

The Bench-Press Signal Was Outcome-Specific

The SportRxiv authors also reported a modest positive association between mesomorphy and improvement in bench-press one-rep maximum. This appeared in an exploratory analysis. The preprint reported no comparable associations for the other performance outcomes.

That finding belongs in the account because it prevents an overly absolute conclusion. However, an exploratory association with a particular test is not a settled rule about who gains strength more easily. It does not overturn the broader finding of limited predictive value for overall responsiveness.

The Evidence Has Clear Boundaries

Several limits define how this result should be used:

  • Publication status: This is a Version 1 preprint. Men’s Health UK described the findings as preliminary and reported that the work had not yet been peer reviewed.
  • Participants and duration: The study involved 40 untrained young adult men over nine weeks. It does not directly establish outcomes for women, experienced lifters or adults aged 35 to 60, nor does it establish longer-term patterns.
  • Study design: The reported relationships are associations. They do not prove that somatotype causes or prevents training gains.
  • Statistical detail: The available abstract does not provide numerical effect sizes or credible intervals. It also does not give exact posterior probabilities or the boundaries of the practical-equivalence region.
  • Program detail: The available abstract does not list exercises, sets or repetitions. Loads and progression rules are also absent, as are adherence data and dietary-control details, so it cannot establish an optimal workout prescription.
  • Health outcomes: The research did not test weight-loss strategies, dieting or nutrition. It also did not assess metabolic-health outcomes.

These boundaries leave a clear conclusion: the results support caution about forecasting training response from body-build scores. They do not support replacing one rigid body-type rule with another rigid claim that starting characteristics never matter.

Actual Progress Deserves More Attention Than a Label

The practical stance is to avoid using a body-type label as a verdict before training has begun. This study gives little support to the assumption that its measured body-build components can reliably identify superior overall responders. Personal programming decisions are better discussed with a qualified exercise professional than settled by a physique category.

A useful question in that conversation is: what outcome are we trying to assess? Muscle measurements and strength tests were separate endpoints in this research. Keeping the intended outcome clear is more informative than using “good genetics” or “bad body type” as an all-purpose explanation.

At WeightRestart, our focus is translating research into clear, shame-free guidance while making uncertainty visible. Here, that means separating a prediction about body build from evidence of actual change. Neither a favorable-looking physique nor an unfavorable label substitutes for observing the outcome of interest.

Our resources on tracking changes beyond scale weight provide a separate discussion of body-composition assessment. Readers considering exercise options can also read about bodyweight training and muscle growth. Those are related questions rather than additional findings from this preprint.

Broader Studies Must Test Whether These Patterns Hold

The next useful research would test whether body-build scores add meaningful predictive information across different populations and longer training periods. Studies should report their effect estimates clearly and define what size of difference would matter in practice. Independent assessment would help distinguish a reproducible pattern from a finding specific to this study.

What deserves attention next is not another confident body-type slogan. It is peer-reviewed research that includes women and midlife adults while testing whether any outcome-specific signals hold up. Before somatotype earns a role in routine training decisions, it should demonstrate that it improves those decisions beyond describing someone’s starting build.

Sources

  1. New Research Says Your Body Type May Not Affect ...
  2. Does body build predict training response? Association ...

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