Evidence map›Paper›PMID 42908682›Full record

ArticleFrontiers in network physiology2026

Network analysis reveals that total hip arthroplasty restores shared segmental motion before segmental differentiation.

Madhur Mangalam, Brian Schlattmann, Christopher Deans, Elizabeth Wellsandt

Abstract read
In one paragraph

Article in Frontiers in network physiology, 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

4 authors.

Madhur MangalamDepartment of Biomechanics, University of Nebraska at Omaha, Omaha, NE, United States.
Brian SchlattmannDepartment of Biomechanics, University of Nebraska at Omaha, Omaha, NE, United States.
Christopher DeansDepartment of Orthopaedic Surgery & Rehabilitation, University of Nebraska Medical Center, Omaha, NE, United States.
Elizabeth WellsandtDepartment of Health and Rehabilitation Sciences, Physical Therapy Program, University of Nebraska Medical Center, Omaha, NE, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Unilateral hip osteoarthritis (HOA) reshapes whole-body movement, and total hip arthroplasty (THA) restores function only partially-but conventional kinematic analyses fall short of characterizing how the body's distributed coordination reorganizes. Network analyses of inter-segment kinematic coupling offer a systems-level alternative, but they conventionally collapse the sign of coupling, treating two mechanically distinct relationships as equivalent: segments whose displacement amplitudes covary, rising and falling together, and segments whose amplitudes trade off, one displacing little while the other displaces a great deal. Here, we introduce a signed partial-correlation decomposition of marker-displacement coordination into parallel covarying

Indexed as

gaithip osteoarthritisnetwork physiologysegmental differentiationsigned networkstotal hip arthroplastywhole-body coordination

Identifiers

PMID42908682
PMCPMC13683197

What OpenQuestion holds

Textmetadata
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Registered trials

None linked

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.