Evidence map›Paper›PMID 41807759›Full record

ArticleAging clinical and experimental research2026

Which matters more for preventing knee replacements: reducing overactivity or combating inactivity?

Masashi Kanai, Upul Cooray, Takahiro Miki, Yuta Hagiwara, Masayasu Murakami, Ken Osaka, Takaaki Ikeda

Abstract read
In one paragraph

Article in Aging clinical and experimental research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Masashi KanaiInsight Lab, PREVENT Inc., Nagoya, Aichi, Japan.ORCID http://orcid.org/0000-0002-0362-405X
Upul CoorayUniversity of Sydney School of Dentistry, Sydney, Australia.
Takahiro MikiInsight Lab, PREVENT Inc., Nagoya, Aichi, Japan.
Yuta HagiwaraInsight Lab, PREVENT Inc., Nagoya, Aichi, Japan.
Masayasu MurakamiDepartment of Health Policy Science, Graduate School of Medical Science, Yamagata University, 2-2-2 Iidanishi, Yamagata, 990-9585, Japan.
Ken OsakaDepartment of International and Community Oral Health, Tohoku University Graduate School of Dentistry, Sendai, Japan.
Takaaki IkedaInsight Lab, PREVENT Inc., Nagoya, Aichi, Japan. tikeda@med.id.yamagata-u.ac.jp.ORCID http://orcid.org/0000-0003-4325-4492

Funding

Japan Society for the Promotion of Science 22K17648 & 25K02836
6 · The paper itself

Abstract

backgroundDaily physical activity (PA) has been gaining attention for the management and prevention of knee osteoarthritis (OA).

aimsThis study aimed to compare the effects of various hypothetical daily PA regimens on the incidence of knee replacement (KR) surgery using a targeted learning approach.

methodsWe analyzed data from the Osteoarthritis Initiative on adults in the US with symptomatic knee OA or at risk. Daily PA was measured by the Physical Activity Scale for the Elderly (PASE) score. Seven hypothetical daily PA treatment regimens were developed based on the baseline PASE scores. The outcome was the incidence of KR surgery over a 96-month follow-up period. The effects of the PA interventions were estimated using a doubly robust targeted minimum loss-based estimator.

resultsMaintaining the baseline PASE score resulted in a KR surgery incidence ratio of 4.71% (95% CI: 4.37% to 5.05%). Reducing the PASE scores to 200 only for those with scores > 242 decreased the incidence ratio to 2.98% (95% CI: 2.39% to 3.57%). Increasing the PASE scores by 10% and 20% among those with low baseline scores further reduced the risk of KR surgery, whereas increasing them by 30%-50% diminished the additional benefit. DISCUSSION: Optimizing daily PA levels, particularly by reducing excessive PA to optimal levels, was beneficial for reducing the risk of KR surgery in older adults with or at risk for knee OA.

conclusionOur results suggest that tailoring daily PA to an optimal level is most beneficial.

Indexed as

Arthroplasty, Replacement, KneeExerciseOsteoarthritis, KneeSedentary BehaviorAgedFemaleHumansIncidenceMaleKnee osteoarthritismachine learningmodified treatment policyPhysical Activity Scale for the Elderlytotal knee arthroplasty

Identifiers

PMID41807759
PMCPMC13005848

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.