Evidence map›Paper›PMID 34714551›Full record

ArticleThe Journal of physiology2021

T1ρ imaging as a non-invasive assessment of collagen remodelling and organization in human skeletal muscle after ligamentous injury.

Brian Noehren, Peter A Hardy, Anders Andersen, Camille R Brightwell, Jean L Fry, Moriel H Vandsburger, Katherine L Thompson, Christopher S Fry

Open access · greenAbstract read
In one paragraph

Article in The Journal of physiology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
1.3field-weighted citation impact, top 20% of its field
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

14 citing papers in PubMed, 15 citations in OpenAlex.

  1. Trial
  2. Observational
  3. Review
  4. Article
  5. T1rho imaging of head and neck cancer: its association with pathological and immunohistochemical biomarkers in nasopharyngeal carcinoma.Cancer imaging : the official publication of the International Cancer Imaging Society · 2025
    Article
  6. Article
  7. Quadriceps Morphology 6- to 60-Months After Anterior Cruciate Ligament Tear.Scandinavian journal of medicine & science in sports · 2025
    Article
  8. Multiparametric quantitative magnetic resonance imaging of skeletal muscle in CKD.American journal of physiology. Renal physiology · 2025
    Article
  9. Article
  10. Article
  11. Compositional and Functional MRI of Skeletal Muscle: A Review.Journal of magnetic resonance imaging : JMRI · 2024
    Review
  12. Article
  13. Article
  14. Article
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

8 authors at 2 institutions in 1 country.

Brian NoehrenDepartment of Physical Therapy, University of Kentucky, Lexington, KY, USA.ORCID 0000-0001-9250-7439
Peter A HardyDepartment of Radiology, University of Kentucky, Lexington, KY, USA.
Anders AndersenMagnetic Resonance Imaging and Spectroscopy Center, University of Kentucky, Lexington, KY, USA.
Camille R BrightwellCenter for Muscle Biology, University of Kentucky, Lexington, KY, USA.
Jean L FryCenter for Muscle Biology, University of Kentucky, Lexington, KY, USA.
Moriel H VandsburgerDepartment of Bioengineering, University of California at Berkeley, Berkeley, CA, USA.
Katherine L ThompsonDepartment of Statistics, University of Kentucky, Lexington, KY, USA.
Christopher S FryCenter for Muscle Biology, University of Kentucky, Lexington, KY, USA.ORCID 0000-0002-4207-6594
University of Kentucky · USUniversity of California, Berkeley · US

Funding

Kentucky Center for Clinical and Translational ScienceUL1TR001998 · NCATS · UNIVERSITY OF KENTUCKY · PI HARTMANN, KATHERINE E, KERN, PHILIP A · 2016 to 2025
$34.2M
Training and DisseminationP41EB015893 · NIBIB · UNIVERSITY OF PENNSYLVANIA · PI REDDY, RAVINDER · 2012 to 2019
$11.3M
Mechanistic assessment of blood flow restricted training for an ACL injuryR01AR071398 · NIAMS · UNIVERSITY OF KENTUCKY · PI NOEHREN, BRIAN · 2017 to 2022
$3.1M
Myostatin Alters Muscle Composition as The Result of an ACL InjuryR01AR072061 · NIAMS · UNIVERSITY OF TEXAS MED BR GALVESTON · PI FRY, CHRISTOPHER · 2018 to 2023
$2.2M
Essential Siemens Prisma Fit Upgrade for the University of Kentucky 3T Research ScannerS10OD023573 · OD · UNIVERSITY OF KENTUCKY · PI SMITH, CHARLES DENNIS · 2017 to 2017
$813k
NCATS NIH HHS UL1 TR001998NIAMS NIH HHS R01 AR071398NIAMS NIH HHS R01 AR072061NIBIB NIH HHS P41 EB015893NIH HHS S10 OD023573
6 · The paper itself

Abstract

Dysregulation and fibrosis of the extracellular matrix (ECM) in skeletal muscle is a consequence of injury. Current ECM assessment necessitates muscle biopsies to evaluate alterations to the muscle ECM, which is often not practical in humans. The goal of this study was to evaluate the potential of a magnetic resonance imaging sequence that quantifies T1ρ relaxation time to predict ECM collagen composition and organization. T1ρ imaging was performed and muscle biopsies obtained from the involved and non-involved vastus lateralis muscle on 27 subjects who had an anterior cruciate ligament (ACL) tear. T1ρ times were quantified via monoexponential decay curve fitted to a series of T1ρ-weighted images. Several ECM indices, including collagen content and organization, were obtained using immunohistochemistry and histochemistry in addition to hydroxyproline. Model selection with multiple linear regression was used to evaluate the relationships between T1ρ times and ECM composition. Additionally, the ACL-deficient and healthy limb were compared to determine sensitivity of T1ρ to detect early adaptations in the muscle ECM following injury. We show that T1ρ relaxation time was strongly associated with collagen unfolding (t = 4.093, P = 0.0007) in the ACL-deficient limb, and collagen 1 abundance in the healthy limb (t = 2.75, P = 0.014). In addition, we show that T1ρ relaxation time is significantly longer in the injured limb, coinciding with significant differences in several indices of collagen content and remodelling in the ACL-deficient limb. These results support the use of T1ρ to evaluate ECM composition in skeletal muscle in a non-invasive manner. KEY POINTS: Dysregulation and fibrotic transformation of the skeletal muscle extracellular matrix (ECM) is a common pathology associated with injury and ageing. Studies of the muscle ECM in humans have necessitated the use of biopsies, which are impractical in many settings. Non-invasive MRI T1ρ relaxation time was validated to predict ECM collagen composition and organization with aligned T1ρ imaging and biopsies of the vastus lateralis in the healthy limb and anterior cruciate ligament (ACL)-deficient limb of 27 subjects. T1ρ relaxation time was strongly associated with collagen abundance and unfolding in the ACL-deficient limb, and T1ρ relaxation time was strongly associated with total collagen abundance in the healthy limb. T1ρ relaxation time was significantly longer in the ACL-deficient limb, coinciding with significant increases in several indices of muscle collagen content and remodelling supporting the use of T1ρ to non-invasively evaluate ECM composition and pathology in skeletal muscle.

Indexed as

Anterior Cruciate Ligament InjuriesCollagenHumansMagnetic Resonance ImagingMuscle, SkeletalQuadriceps MuscleCollagenextracellular matrixmagnetic resonance imagingmuscle fibrosisT1rho

Identifiers

PMID34714551
PMCPMC8764566
OpenAlexW3209216123

What OpenQuestion holds

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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.