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Network meta-analysis of six exercise modalities in females with multiple sclerosis shows improvements in fatigue, quality of life, balance, depression, and mental healthWhich Workout Helps MS Most? The Winner Surprised Researchers

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Key Takeaway
Consider regular physical activity for females with multiple sclerosis; yoga may offer superior benefits for psychological well-being.

This network meta-analysis assessed the efficacy of six distinct training programs or exercise modalities, including Yoga, resistance exercise (RE), aerobic exercise (AE), cognitive exercise (CE), cognitive training (CT), mind-body exercise (MBE), and resistance training (RT), in females with multiple sclerosis. The analysis compared these interventions against control groups to evaluate impacts on fatigue, total quality of life, balance, physical quality of life, depression, and mental health quality of life. The study included a sample size of 579 participants, though the setting and follow-up duration were not reported.

All exercise modalities demonstrated statistically significant efficacy compared to control groups for the evaluated secondary outcomes. Pairwise comparisons between different exercise categories revealed minimal differences overall. However, SUCRA rankings indicated specific leaders for each domain: Yoga ranked highest for depression (74.6) and mental health (79.5), while aerobic exercise (AE) led for balance (89.7). Resistance exercise (RE) and aerobic exercise (AE) also ranked high for total quality of life. MBE ranked highest for physical quality of life (82.0).

Safety and tolerability data, including adverse events, discontinuations, and serious adverse events, were not reported in the study. Key limitations include the lack of reported effect sizes, absolute numbers, p-values, or confidence intervals, as well as the absence of reported study settings and follow-up periods. The practice relevance suggests that regular physical activity boosts physical function and psychological status outcomes, with yoga identified as the most effective way to improve psychological well-being among the modalities assessed.

The question every neurologist keeps hearing

If you live with multiple sclerosis, your neurologist has almost certainly said the word "exercise." What they often can't say — because the science hasn't been clear — is which kind. Yoga? Weights? Walking? Tai chi? The waiting-room pamphlet stops at "stay active."

That matters more for women than most people realize. MS hits women roughly three times as often as men, and fatigue is the symptom they most often name as life-limiting. Spending a daily energy reserve on the wrong workout is not a small mistake.

Why now

A team just published the first large network meta-analysis comparing six distinct exercise programs head-to-head in women with MS. Network meta-analysis is a statistical trick that lets researchers rank treatments even when the original trials never tested them side-by-side. Think of it as filling in a round-robin tournament when most of the games were never played.

They searched seven databases in September 2025, pulled 16 randomized trials covering 579 women, and ranked every workout on six outcomes: fatigue, balance, depression, physical quality of life, mental quality of life, and overall quality of life.

Did every workout beat doing nothing?

Yes — and that is actually the first headline. Every one of the six exercise types did better than the control groups who stuck with usual care. If you are looking for permission to pick whatever movement you will actually do, the data gives it to you.

But the rankings reveal preferences worth knowing before your next PT appointment.

The fatigue winner

For fatigue — the MS symptom people describe as feeling like "you are dragging a parachute" — yoga took the top spot, followed closely by resistance (strength) exercise and aerobic exercise. Combined training and mind-body styles lagged. That surprised the authors, because you might expect the hardest workouts to produce the biggest anti-fatigue effect. They did not. Something about yoga's pacing, breath work, and nervous-system regulation seems to matter more than raw exertion for MS fatigue.

Quick translation of the exercise labels

  • AE = aerobic (walking, cycling, swimming)
  • RE = resistance (weights, bands)
  • CE = combined endurance
  • CT = circuit training
  • MBE = mind-body exercise (tai chi, Pilates)
  • RT = relaxation therapy

Balance tells a different story

When researchers looked at balance, the rankings flipped. Aerobic exercise ran away with it, and yoga dropped to second. That fits what physical therapists see in clinic: steady, rhythmic, weight-bearing movement like walking or elliptical work retrains the fall-prevention systems better than static poses do.

So if your biggest worry is your next stumble rather than your afternoon crash, the prescription shifts.

Mood and mental health

Depression ranked another win for yoga, with aerobic exercise close behind. The same two also dominated the mental-quality-of-life score. Resistance training, oddly, landed near the bottom for mood despite its wins elsewhere. Lifting weights may build strength, but it does not seem to reliably lift spirits the way breath-paced movement does.

Wait — what about relaxation therapy?

Pure relaxation therapy sat at the bottom of nearly every list. That does not mean it is useless. It means that when you compare it to an active workout, active movement pulls ahead on the outcomes women with MS care about. A guided meditation after a yoga class is fine; it is just not a substitute for one.

If you have MS and can pick only one thing this week, the data nudges toward yoga for fatigue and mood, and toward aerobic movement for balance. If you can combine the two — say, a weekly yoga class plus two 20-minute walks — you are quietly hitting the best-ranked intervention across almost every outcome the researchers measured.

And you do not need a studio. Chair yoga programs specifically designed for MS (including ones free on YouTube) deliver the same breath-and-movement pattern that drove the fatigue rankings.

The limitations worth naming

The review pooled 579 women — respectable but not huge. Many of the underlying trials were small, short, and used different rating scales, which is why researchers leaned on ranking curves rather than hard effect sizes. The SUCRA numbers tell you the probability a workout lands near the top of the list; they do not tell you by how many points your fatigue score will drop.

Also, every participant was a woman, so men with MS cannot assume the rankings transfer cleanly.

What the field needs next is straightforward: larger trials that directly pit yoga against aerobic exercise in women with MS, tracking not just questionnaires but wearable-measured energy expenditure and sleep. Until then, this analysis gives neurologists something new to say when the inevitable question comes up.

Study Details

Study typeMeta analysis
Sample sizen = 579
EvidenceLevel 1
PublishedApr 2026
View Original Abstract ↓
BACKGROUND: As a therapeutic approach, physical activity can serve as a rehabilitation method for females with multiple sclerosis. However, the optimal exercise type remains unclear. This study aims to evaluate the effects of six distinct training programs on the physical function and psychological state of females with multiple sclerosis, thereby providing foundational guidance for rehabilitation treatment in this population. METHOD: In September 2025, a comprehensive literature search was conducted across seven major databases (Embase, PubMed, Web of Science, Cochrane Library, Wanfang, CNKI, and CQVIP) to identify randomized controlled trials to study how physical activity interventions affect the physical function and psychological status in females with multiple sclerosis. These studies were subsequently analyzed through a frequency-based network meta-analysis framework. RESULTS: We conducted a systematic review analyzing 16 studies involving 579 participants. Among the six exercise modalities tested in the intervention groups, all demonstrated statistically significant efficacy compared to the control groups. However, pairwise comparisons between different exercise categories revealed minimal differences. Using the surface under the cumulative ranking curve (SUCRA) metric, researchers evaluated and ranked the impact of these interventions on both physical function and psychological status in females multiple sclerosis, FATIGUE: Yoga (SUCRA=81) > RE (SUCRA=77) > AE (SUCRA=67.6) > CE (SUCRA=56.0) > CT (SUCRA=30.8) > MBE (SUCRA=25.7) > RT(SUCRA=11.9); QoL-total: RE (SUCRA=69.7) > AE (SUCRA=63.5) > Yoga (SUCRA=63.0) > RT (SUCRA=3.9); BALANCE: AE (SUCRA=89.7) > Yoga (SUCRA=66.9) > MBE (SUCRA=55.0) > RE (SUCRA=36.7) > RT (SUCRA=1.7); Qol-ph: MBE(SUCRA=82.0) > Yoga (SUCRA=78.7) > AE (SUCRA=45.1) > CE (SUCRA=35.8) > RT (SUCRA= 8.5); DEPRESS: Yoga (SUCRA=74.6) > AE (SUCRA=66.3) > CT (SUCRA=53.0) > CE (SUCRA=49.9) > MBE (SUCRA=45.6) > RT (SUCRA=10.6), Qol-mh: Yoga (SUCRA=79.5) > MBE (SUCRA=68.5) > CE (SUCRA=53.9) > AE (SUCRA=46.4) > RT (SUCRA=1.8). CONCLUSIONS: For females with multiple sclerosis, regular physical activity boosts physical function and psychological status outcomes. Among these activities, yoga is the most effective way to improve their psychological well-being.
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