gautam singh - reasearch and thesis

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www.ntu.edu.sg School of Chemical and Biomedical Engineering Investigation Of Gait Characteristics In The Elderly Population In Singapore For Diagnosis Of Sarcopenia And Related Observations In Knee MRI Supervisor: Asst. Professor POH CHUEH LOO Co-Supervisor: Dr. BARRY P PEREIRA (National University of Singapore) Research Associate: SUBHASIS BANERJI (National University of Singapore) Student: SINGH GAUTAM Sarcopenia is defined as the loss of muscle mass, strength and function with age. It is characterized by a lower skeletal muscle quantity, higher fat accumulation in the muscle, lower muscle strength, and lower physical performance. Problems Disability, Injuries Risk of Falls (Frailty) Lack of appropriate metrics to measure frailty markers to identify the onset of sarcopenia To investigate gait characteristic parameters using motion analysis for the diagnosis of sarcopenia and related muscle changes seen in MRI images of the Knee. To investigate various frailty markers such as grip strength, kinematics and muscle volume that can identify ‘First Clinical Signatures of Frailty’ in elderly population by analyzing their clinical measures and gait parameters along with their magnetic resonance imaging of knee and thus to predict the commencement of sarcopenia. INTRODUCTION PROPOSED SOLUTION OBJECTIVES APPROACH i. Sixty subjects were considered, all males and their age was divided into three categories - young (20-30 years), middle-aged (40-50 years) and elderly (60-80 years) ii. The elderly group was further sub-categorized based on CSHA (Canadian Study of Health and Ageing) scale. CSHA=1 represented healthy elderly, CSHA=3 represented apparently vulnerable and CSHA=4 represented frail elderly. iii. Grip strength, Time Up and Go, and One leg stand were performed to measure clinical parameters. iv. Motion analysis was done to measure Temporal parameters (cadence, walking speed, foot off etc.) and Kinematics (hip, knee rotation, foot progression etc.) of the elderly subjects. v. Magnetic Resonance Imaging was done for twenty five subjects to measure muscle volume change in hamstrings, gastrocnemius and quadriceps of knee. vi. Finally, a correlation was done between motion analysis parameters and magnetic imaging of knee in order to diagnose sarcopenia in elderly population of Singapore. RESULTS Hip Rotation -20 - 10 0 10 20 30 40 50 0 20 40 60 80 100 Knee Rotation -35 -30 -25 -20 - 15 - 10 -5 0 5 10 0 20 40 60 80 100 Knee Valgus/Varus -5 0 5 10 15 20 25 30 35 40 45 0 20 40 60 80 100 Foot Progression -30 -20 - 10 0 10 20 0 20 40 60 80 100 CONCLUSIONS ‘First Signatures of Frailty’ Motion Analysis: Cadence: < 75 steps/min Walking Speed: < 0.7 m/sec Magnetic Resonance Imaging: Hamstrings: Lower Volume Gastrocnemius: Lower Volume TRANSITION TO FRAILTY/ONSET OF SARCOPENIA Decreased in Hip Rotation, Increased Varus and Internal Rotation of Knee and Foot Progression are indicative of transition to frailty which may be Age Independent. *This study was supported by NRF-CRP (Singapore) Funding Scheme (2008) and was conducted at National University Hospital, Singapore Fig. A: Plug in Gait Markers on subject Fig. B: Static Calibration of subject using Vicon Nexus software (A) (B)

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Page 1: Gautam Singh - Reasearch and Thesis

www.ntu.edu.sg

School of Chemical and Biomedical Engineering

Investigation Of Gait Characteristics In The Elderly Population

In Singapore For Diagnosis Of Sarcopenia And Related

Observations In Knee MRI

Supervisor: Asst. Professor POH CHUEH LOO

Co-Supervisor: Dr. BARRY P PEREIRA (National University of Singapore)

Research Associate: SUBHASIS BANERJI (National University of Singapore) Student: SINGH GAUTAM

Sarcopenia is defined as the loss of muscle mass, strength and function with

age. It is characterized by a lower skeletal muscle quantity, higher fat

accumulation in the muscle, lower muscle strength, and lower physical

performance.

Problems

•Disability, Injuries

•Risk of Falls (Frailty)

•Lack of appropriate metrics to measure frailty markers to identify the onset of

sarcopenia

To investigate gait characteristic parameters using motion analysis for the

diagnosis of sarcopenia and related muscle changes seen in MRI images of

the Knee.

To investigate various frailty markers such as grip strength, kinematics and

muscle volume that can identify ‘First Clinical Signatures of Frailty’ in elderly

population by analyzing their clinical measures and gait parameters along with

their magnetic resonance imaging of knee and thus to predict the

commencement of sarcopenia.

INTRODUCTION

PROPOSED SOLUTION

OBJECTIVES

APPROACH

i. Sixty subjects were considered, all males and

their age was divided into three categories -

young (20-30 years), middle-aged (40-50 years)

and elderly (60-80 years)

ii. The elderly group was further sub-categorized

based on CSHA (Canadian Study of Health and

Ageing) scale. CSHA=1 represented healthy

elderly, CSHA=3 represented apparently

vulnerable and CSHA=4 represented frail elderly.

iii. Grip strength, Time Up and Go, and One leg

stand were performed to measure clinical

parameters.

iv. Motion analysis was done to measure Temporal

parameters (cadence, walking speed, foot off

etc.) and Kinematics (hip, knee rotation, foot

progression etc.) of the elderly subjects.

v. Magnetic Resonance Imaging was done for

twenty five subjects to measure muscle volume

change in hamstrings, gastrocnemius and

quadriceps of knee.

vi. Finally, a correlation was done between motion

analysis parameters and magnetic imaging of

knee in order to diagnose sarcopenia in elderly

population of Singapore.

RESULTS Hip Rotation

- 20

- 10

0

10

20

30

40

50

0 20 40 60 80 100

Knee Rotation

- 35

- 30

- 25

- 20

- 15

- 10

- 5

0

5

10

0 20 40 60 80 100

Knee Valgus/Varus

- 5

0

5

10

15

20

25

30

35

40

45

0 20 40 60 80 100

Foot Progression

- 30

- 20

- 10

0

10

20

0 20 40 60 80 100

CONCLUSIONS

‘First Signatures of Frailty’

•Motion Analysis:

Cadence: < 75 steps/min

Walking Speed: < 0.7 m/sec

•Magnetic Resonance Imaging:

Hamstrings: Lower Volume

Gastrocnemius: Lower Volume

TRANSITION TO FRAILTY/ONSET OF SARCOPENIA

Decreased in Hip Rotation, Increased Varus and Internal Rotation of

Knee and Foot Progression are indicative of transition to frailty which

may be Age Independent.

*This study was supported by NRF-CRP (Singapore) Funding Scheme (2008) and was conducted at National University Hospital, Singapore

Fig. A: Plug in Gait Markers on

subject

Fig. B: Static Calibration of subject

using Vicon Nexus software

(A)

(B)