Evidence map›Paper›PMID 41994198›Full record

ArticleArthroplasty today2026

Rotational Variability in Arthritic Knee Morphometry Predominantly Arises From the Hip and May Warrant Preoperative Consideration Prior to Total Knee Arthroplasty.

Andrew J Yang, Joshua J Woo, Teja S Polisetty, Yash S Saboo, Prem N Ramkumar

Abstract read
In one paragraph

Article in Arthroplasty today, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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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

5 authors.

Andrew J YangThe Warren Alpert Medical School of Brown University, Providence, RI, USA.
Joshua J WooThe Warren Alpert Medical School of Brown University, Providence, RI, USA.
Teja S PolisettyDepartment of Orthopaedic Surgery, Massachusetts General Hospital, Boston, MA, USA.
Yash S SabooThe University of Texas at Austin, Austin, TX, USA.
Prem N RamkumarCommons Clinic, Long Beach, CA, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Preoperative planning in total knee arthroplasty (TKA) has relied on local knee landmarks without considering proximal ones. Although balancing requires triplanar (coronal, sagittal, axial) anatomy, the literature emphasizes 2-dimensional imaging that ignores axial-plane rotation clarified by computed tomography scans. This study of broad arthritic knee anatomy aimed to (1) identify the source of greatest rotational variation between hip and knee, and (2) determine if local knee anatomy morphometrically approximates hip rotation or if the hip independently impacts knee morphometry. Methods: A computer vision pipeline analyzed 1352 TKA candidate computed tomography scans to extract 5 hip and 10 knee angular measurements; among 422 anatomical outliers, variability was quantified via dispersion metrics and principal component analysis, while regression models assessed if knee morphology predicts hip morphology. Results: Hip-related features showed significantly greater variability than knee-related features among anatomical outliers ( Conclusions: Despite the dogma of intraoperatively balancing using local knee landmarks, the hip-a major source of lower-limb anatomical heterogeneity not captured by standard knee imaging-contributes greater rotational variability than the knee and independently influences observed variation in arthritic knee anatomy. While specific clinical protocols are not yet defined, the proximal femur may represent an important area for further investigation to determine if its consideration can improve TKA rotational alignment, flexion balancing, and patellofemoral stability.

Indexed as

Anatomical outliersComputed tomographyPreoperative planningRotational alignmentTotal knee arthroplasty

Identifiers

PMID41994198
PMCPMC13080506

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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.