grant

A quantitative framework to examine sex differences in musculoskeletal scaling and function

Organization UNIVERSITY OF VIRGINIALocation CHARLOTTESVILLE, UNITED STATESPosted 1 Sept 2021Deadline 31 Aug 2026
NIHUS FederalResearch GrantFY202521+ years oldAccelerationAddressAdultAdult HumanAffectAgeAlgorithmsAnatomic SitesAnatomic structuresAnatomyArchitectureBMIBMI percentileBMI z-scoreBiomechanicsBody SizeBody mass indexCase StudyCommunitiesComputer ModelsComputer SimulationComputer based SimulationComputerized ModelsDataData BasesData SetDatabasesDifferences between sexesDiffers between sexesDiseaseDisorderElectromyographyElementsEngineering / ArchitectureEnsureFemaleFutureGaitGoalsHeightIncidenceIndividualInjuryInvestigatorsJointsKineticsKnee InjuriesLeadLower ExtremityLower LimbMR ImagingMR TomographyMRIMRIsMagnetic Resonance ImagingMeasurementMeasuresMechanicsMedical Imaging, Magnetic Resonance / Nuclear Magnetic ResonanceMembrum inferiusMethodsModelingMotorMovementMuscleMuscle TissueMuscle functionMusculoskeletalMusculoskeletal DiseasesMusculoskeletal SystemMusculoskeletal structureNMR ImagingNMR TomographyNeuromuscular DiseasesNuclear Magnetic Resonance ImagingPb elementPhysical FunctionPopulationPredispositionPublishingQuetelet indexResearchResearch PersonnelResearch ResourcesResearchersResource SharingResourcesRoleSex DifferencesSexual differencesSkeletonSusceptibilityTestingUncertaintyWalkingWorkZeugmatographyadulthoodagesbiological sex as a modifierbiomechanicalbody movementbonecase reportcomputational frameworkcomputational modelingcomputational modelscomputational simulationcomputer based modelscomputer frameworkcomputerized modelingcomputerized simulationdata basedigitaldisparity in caredisparity in health caredoubtempowermentexperiencefemale subjectshealth care disparityhealth care inequalityhealth care inequityheavy metal Pbheavy metal leadimaging approachimaging based approachinjuriesinjury of musculoskeletal system (disorder)injury of musculoskeleted systeminjury recoveryinnovateinnovationinnovativeinsightkinematic modelkinematicslimb movementlocomotor systemmalemechanicmechanicalmodel-based simulationmodels and simulationmuscle strengthmuscularmusculoskeletal disordermusculoskeletal injurymusculoskeletal traumamyoneural disorderneuromuscularneuromuscular degenerative disorderneuromuscular disordernovelpopulation basedprospectiverecovery after injuryrecovery following injuryrecovery post injuryresearch studysegmentation Image analysissexsex as a biological factorsex as a biological measuresex as a biological risk factorsex as a biological variablesex as a biological variancesex as a biologically significant variablesex as a fundamental variablesex based differencessex-dependent differencessex-related differencessex-specific differencessimulationskeletalskeletonssocial roletoolusabilitywomen subjects
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Full Description

SUMMARY
The goal of this proposal is to develop a quantitative framework to address sex as a biological variable in

musculoskeletal modeling and simulation research. This new framework will allow the field to understand

how sex differences in musculoskeletal structure influence movement biomechanics, musculoskeletal

injury, and neuromuscular disease. There are many known differences in bone anatomy, joint mechanics,

muscle architecture, and movement function between males and females. Likewise, it is well documented

that there are significant sex differences in susceptibility to musculoskeletal injury and neuromuscular

disease. However, while the use of computer simulations of movement to study how musculoskeletal

structure influences neuromuscular injury and disease has increased dramatically due to advances in

numerical algorithms and computational power, the models that are used are based on musculoskeletal

data that (1) are derived from a male-only population, and/or (2) combine measures from males and

females in a way that averages out any potential sex differences. These profound limitations leave the

field without any tools to examine how the known sex differences in musculoskeletal structures may

influence biomechanics, injury, and disease.

This project has three key aims that will resolve these profound limitations. The first aim will

develop a comprehensive digital database of lower limb muscles, joints, and bones across female and

male populations of varying body sizes. This aim will be achieved through using high throughput image

segmentation analysis of magnetic resonance images collected of 50 male and 50 female subjects. The

second aim will incorporate the measurements from the first aim into a computational framework that

enables for accurate sex-specific scaling of lower limb models, including the ability to capture the

measured variability in the form of uncertainty analysis. The third aim will use the models in the second

aim to develop a model-based analysis method to generate novel insights into sex differences in lower

limb biomechanics. The analysis method will be applied to examine sex differences in muscle forces

during walking and landing. Taken together, these aims will not only address critical questions related to

differences in musculoskeletal structure and function between males and females, but also provide a

rigorous, detailed, sex-specific digital database of data and models that will be provided open-access for

the entire scientific community to use. This posted resource will empower the field with a set of tools to

rigorously examine sex as a biological variable in musculoskeletal modeling research.

Grant Number: 5R01AR078396-05
NIH Institute/Center: NIH

Principal Investigator: Silvia Blemker

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