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Professor Jon Tobias
Academic Rheumatology
Musculoskeletal Research Unit
University of Bristol
National Osteoporosis Society 2016
1
Day-to-day levels of higher impact physical activity are
positively related to lower limb bone strength in older women:
findings from a population based study using accelerometers to
classify impact magnitude
Background
2
• Exercise trials suggest that high impacts are beneficial for skeletal health in
postmenopausal women (1)
• Cross sectional studies using accelerometers suggest that day-to-day exposure to
high impacts is also positively related to hip bone mineral density (BMD) in
adolescents (2) and premenopausal women (3)
• Equivalent studies have not been performed in postmenopausal women, including
older individuals at risk of osteoporosis
1. M Martyn-St James, BJSM 2009, 43:898
2. K Deere et al JBMR 2012, 27:1887)
3. A Vainionpaa et al, OI 2006, 17:455
1. To establish whether day-to-day exposure of older women to high vertical impacts,
assessed by seven day accelerometer recordings, is positively related to lower limb
bone strength
2. To determine whether any relationship with bone strength we find is explained by
relationships with BMD or bone size
3. To explore whether exposure to vertical impacts are related to bone turnover
markers, and whether these might also contribute to observed associations with
bone strength
3
Aims
4
Bristol
Cohort for skeletal health in Bristol and Avon (COSHIBA): Unselected community-based study population
65-80 year old women recruited to
COSHIBA from GP practices (2007-09)
N= 3200
Invited to research clinic
(2015) N= 1064
Attended study clinic session
(2015) N= 463
5
VIBE Clinic Assessments
•Accelerometry
•DXA (total body, lumbar spine & hip)
•pQCT (mid-tibia & distal radius)
•Bone formation (P1NP) and resorption (β-CTX) markers (from fasting blood samples)
•Short physical performance battery
•Grip strength
•Jumping mechanography
6
VIBE Clinic Assessments
•Accelerometry
•DXA (total body, lumbar spine & hip)
•pQCT (mid-tibia & distal radius)
•Bone formation (P1NP) and resorption (β-CTX) markers (from fasting blood samples)
•Short physical performance battery
•Grip strength
•Jumping mechanography
7
Seven day accelerometer recording
• Light weight (~55g) accelerometer worn in custom belt
for seven days, set to 50Hz sampling rate
8
Seven day accelerometer recording
• Light weight (~55g) accelerometer worn in custom belt
for seven days, set to 50Hz sampling rate
• Seven day accelerometer trace was subsequently
down-loaded
9
Seven day accelerometer recording
• Light weight (~55g) accelerometer worn in custom belt
for seven days, set to 50Hz sampling rate
• Seven day accelerometer trace was subsequently
down-loaded
• Y axis ‘peaks’ identified and categorised into low (0.5-
1.0g), medium (1.0-1.5g) and higher (>1.5g) impacts*
*K Deere et al, JAPA 2016 24:290
10
Linear regression analysis
•Exposures
• Number of low, medium or higher impacts/week (log transformed)
•DXA outcomes
• Total hip BMD
• Femoral neck BMD
• Hip cross sectional moment of inertia (CSMI)
•Mid-tibial pQCT outcomes
• Periosteal circumference
• CSMI
•Adjustment
• Age, height, fat mass, lean mass, activity in other bands
11
Characteristics of participants in final dataset (n=408)
  Mean SD
Age (years) 76.8 3.0
Height (cm) 158.8 6.2
Weight (kg) 68.3 12.0
Accelerometer wear time (valid days) 5.4 1.5
Median 25th
Centile 75th
Centile
Low impacts (0.5-1.0g)/week 8809 4047 16882
Medium impacts (1.0-1.5)/week 345 99 764
Higher impacts (≥1.5g)/week 42 17 106
12
Impacts vs Hip DXA
CSMI = cross sectional moment of inertia  (mm4
)
Beta shows SD change in DXA outcome per doubling in number of impacts per week, adjusted for 
age, height, fat mass, lean mass, activity in other bands
Low impacts Medium impacts Higher impacts
Beta lower CI upper CI p Beta lower CI upper CI p Beta lower CI upper CI p
Total hip BMD 0.087 -0.030 0.203 0.145 -0.055 -0.158 0.047 0.287 0.030 -0.042 0.101 0.417
Fem neck BMD 0.072 -0.048 0.192 0.237 -0.072 -0.177 0.033 0.180 0.033 -0.041 0.107 0.380
Hip CSMI 0.008 -0.099 0.115 0.882 -0.108 -0.202 -0.014 0.025 0.067 0.001 0.133 0.045
13
Impacts vs tibia pQCT
CSMI = cross sectional moment of inertia (mm4
)
Beta shows SD change in pQCT outcome per doubling in number of impacts per week, adjusted for 
age, height, fat mass, lean mass, activity in other bands
Low impacts Medium impacts Higher impacts
Beta lower CI upper CI p Beta lower CI upper CI p Beta lower CI upper CI p
Peri circ -0.002 -0.021 0.018 0.866 -0.007 -0.024 0.010 0.436 0.015 0.003 0.027 0.017
CSMI 0.016 -0.033 0.064 0.524 -0.031 -0.073 0.012 0.159 0.042 0.012 0.072 0.006
14
Impacts vs Bone turnover markers
Low Impacts Medium Impacts Higher Impacts
Beta lower CI upper CI p Beta lower CI upper CI p Beta lower CI upper CI p
β-CTX ng/l -0.048 -0.206 0.111 0.556 0.027 -0.117 0.171 0.713 0.085 -0.017 0.187 0.103
P1NP ng/l -0.021 -0.172 0.129 0.780 -0.039 -0.174 0.097 0.577 0.127 0.031 0.224 0.010
Beta shows SD change in bone marker per doubling in number of impacts per week, adjusted for 
age, height, fat mass, lean mass, activity in other bands
Discussion
• Day-to-day exposure of older women to higher vertical impacts is positively associated 
with bone strength of the hip and tibia.
• This relationship appears to be explained by alterations in bone size as opposed to 
BMD.
• An equivalent positive association was not observed with low or medium impacts.
• Increased rates of bone formation relative to resorption may contribute to these 
relationships between higher impacts and bone strength
15
Limitations
• Difficulty in inferring causal inferences from cross sectional studies
16
17
Impacts vs tibia pQCT: additional confounder adjustment
Higher Impacts
Model Beta lower CI upper CI p
Periosteal
circumference Age, height, fat mass, other bands 0.012 0.000 0.025 0.056
+ Co-morbidities 0.012 0.000 0.025 0.055
+ Social class 0.012 0.000 0.025 0.055
+ Bone active medication 0.014 0.002 0.027 0.028
Cross sectional
moment of inertia Age, height, fat mass, other bands 0.037 0.006 0.069 0.020
+ Co-morbidities 0.038 0.006 0.069 0.020
+ Social class 0.037 0.006 0.069 0.021
+ Bone active medication 0.040 0.008 0.072 0.015
Limitations
• Difficulty in making causal inferences from cross sectional studies
• Seven day accelerometer recordings may not fully capture long term patterns of
physical activity
• Since effect sizes were relatively small, the clinical significance of relationships
between higher impacts and bone strength which we observed is unclear
• Participants are likely to represent a relatively healthy sub-population, limiting
generalisability of our observations
18
Conclusions
• Habitual levels of higher, but not medium or low, vertical impacts in older women are
positively associated with lower limb bone size and strength.
• Equivalent relationships are not observed for low or medium impacts.
• The benefit of day-to-day physical activity in older women for their skeletal health
appears to be explained by exposure to higher impacts, despite their rarity and the
relatively low g levels used to define these.
19
Acknowledgements
Kimberly Hannam1
Kevin Deere1
April Hartley1
Usama Al-Sari1
Emma Clark1
William Fraser2
1
Musculoskeletal Research Unit, University of Bristol School of Clinical Sciences
2
University of East Anglia
http://www.bristol.ac.uk/clinical-sciences/research/musculoskeletal/rheumatology/research/vibe/
20

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Osteoporosis 2016 | Day-to-day levels of high impact physical activity are positively related to lower limb bone strength in older women: findings from a population based study using accelerometers to classify impact magnitude: Prof. Jon Tobias #osteo2016

  • 1. Professor Jon Tobias Academic Rheumatology Musculoskeletal Research Unit University of Bristol National Osteoporosis Society 2016 1 Day-to-day levels of higher impact physical activity are positively related to lower limb bone strength in older women: findings from a population based study using accelerometers to classify impact magnitude
  • 2. Background 2 • Exercise trials suggest that high impacts are beneficial for skeletal health in postmenopausal women (1) • Cross sectional studies using accelerometers suggest that day-to-day exposure to high impacts is also positively related to hip bone mineral density (BMD) in adolescents (2) and premenopausal women (3) • Equivalent studies have not been performed in postmenopausal women, including older individuals at risk of osteoporosis 1. M Martyn-St James, BJSM 2009, 43:898 2. K Deere et al JBMR 2012, 27:1887) 3. A Vainionpaa et al, OI 2006, 17:455
  • 3. 1. To establish whether day-to-day exposure of older women to high vertical impacts, assessed by seven day accelerometer recordings, is positively related to lower limb bone strength 2. To determine whether any relationship with bone strength we find is explained by relationships with BMD or bone size 3. To explore whether exposure to vertical impacts are related to bone turnover markers, and whether these might also contribute to observed associations with bone strength 3 Aims
  • 4. 4 Bristol Cohort for skeletal health in Bristol and Avon (COSHIBA): Unselected community-based study population 65-80 year old women recruited to COSHIBA from GP practices (2007-09) N= 3200 Invited to research clinic (2015) N= 1064 Attended study clinic session (2015) N= 463
  • 5. 5 VIBE Clinic Assessments •Accelerometry •DXA (total body, lumbar spine & hip) •pQCT (mid-tibia & distal radius) •Bone formation (P1NP) and resorption (β-CTX) markers (from fasting blood samples) •Short physical performance battery •Grip strength •Jumping mechanography
  • 6. 6 VIBE Clinic Assessments •Accelerometry •DXA (total body, lumbar spine & hip) •pQCT (mid-tibia & distal radius) •Bone formation (P1NP) and resorption (β-CTX) markers (from fasting blood samples) •Short physical performance battery •Grip strength •Jumping mechanography
  • 7. 7 Seven day accelerometer recording • Light weight (~55g) accelerometer worn in custom belt for seven days, set to 50Hz sampling rate
  • 8. 8 Seven day accelerometer recording • Light weight (~55g) accelerometer worn in custom belt for seven days, set to 50Hz sampling rate • Seven day accelerometer trace was subsequently down-loaded
  • 9. 9 Seven day accelerometer recording • Light weight (~55g) accelerometer worn in custom belt for seven days, set to 50Hz sampling rate • Seven day accelerometer trace was subsequently down-loaded • Y axis ‘peaks’ identified and categorised into low (0.5- 1.0g), medium (1.0-1.5g) and higher (>1.5g) impacts* *K Deere et al, JAPA 2016 24:290
  • 10. 10 Linear regression analysis •Exposures • Number of low, medium or higher impacts/week (log transformed) •DXA outcomes • Total hip BMD • Femoral neck BMD • Hip cross sectional moment of inertia (CSMI) •Mid-tibial pQCT outcomes • Periosteal circumference • CSMI •Adjustment • Age, height, fat mass, lean mass, activity in other bands
  • 11. 11 Characteristics of participants in final dataset (n=408)   Mean SD Age (years) 76.8 3.0 Height (cm) 158.8 6.2 Weight (kg) 68.3 12.0 Accelerometer wear time (valid days) 5.4 1.5 Median 25th Centile 75th Centile Low impacts (0.5-1.0g)/week 8809 4047 16882 Medium impacts (1.0-1.5)/week 345 99 764 Higher impacts (≥1.5g)/week 42 17 106
  • 12. 12 Impacts vs Hip DXA CSMI = cross sectional moment of inertia  (mm4 ) Beta shows SD change in DXA outcome per doubling in number of impacts per week, adjusted for  age, height, fat mass, lean mass, activity in other bands Low impacts Medium impacts Higher impacts Beta lower CI upper CI p Beta lower CI upper CI p Beta lower CI upper CI p Total hip BMD 0.087 -0.030 0.203 0.145 -0.055 -0.158 0.047 0.287 0.030 -0.042 0.101 0.417 Fem neck BMD 0.072 -0.048 0.192 0.237 -0.072 -0.177 0.033 0.180 0.033 -0.041 0.107 0.380 Hip CSMI 0.008 -0.099 0.115 0.882 -0.108 -0.202 -0.014 0.025 0.067 0.001 0.133 0.045
  • 13. 13 Impacts vs tibia pQCT CSMI = cross sectional moment of inertia (mm4 ) Beta shows SD change in pQCT outcome per doubling in number of impacts per week, adjusted for  age, height, fat mass, lean mass, activity in other bands Low impacts Medium impacts Higher impacts Beta lower CI upper CI p Beta lower CI upper CI p Beta lower CI upper CI p Peri circ -0.002 -0.021 0.018 0.866 -0.007 -0.024 0.010 0.436 0.015 0.003 0.027 0.017 CSMI 0.016 -0.033 0.064 0.524 -0.031 -0.073 0.012 0.159 0.042 0.012 0.072 0.006
  • 14. 14 Impacts vs Bone turnover markers Low Impacts Medium Impacts Higher Impacts Beta lower CI upper CI p Beta lower CI upper CI p Beta lower CI upper CI p β-CTX ng/l -0.048 -0.206 0.111 0.556 0.027 -0.117 0.171 0.713 0.085 -0.017 0.187 0.103 P1NP ng/l -0.021 -0.172 0.129 0.780 -0.039 -0.174 0.097 0.577 0.127 0.031 0.224 0.010 Beta shows SD change in bone marker per doubling in number of impacts per week, adjusted for  age, height, fat mass, lean mass, activity in other bands
  • 15. Discussion • Day-to-day exposure of older women to higher vertical impacts is positively associated  with bone strength of the hip and tibia. • This relationship appears to be explained by alterations in bone size as opposed to  BMD. • An equivalent positive association was not observed with low or medium impacts. • Increased rates of bone formation relative to resorption may contribute to these  relationships between higher impacts and bone strength 15
  • 16. Limitations • Difficulty in inferring causal inferences from cross sectional studies 16
  • 17. 17 Impacts vs tibia pQCT: additional confounder adjustment Higher Impacts Model Beta lower CI upper CI p Periosteal circumference Age, height, fat mass, other bands 0.012 0.000 0.025 0.056 + Co-morbidities 0.012 0.000 0.025 0.055 + Social class 0.012 0.000 0.025 0.055 + Bone active medication 0.014 0.002 0.027 0.028 Cross sectional moment of inertia Age, height, fat mass, other bands 0.037 0.006 0.069 0.020 + Co-morbidities 0.038 0.006 0.069 0.020 + Social class 0.037 0.006 0.069 0.021 + Bone active medication 0.040 0.008 0.072 0.015
  • 18. Limitations • Difficulty in making causal inferences from cross sectional studies • Seven day accelerometer recordings may not fully capture long term patterns of physical activity • Since effect sizes were relatively small, the clinical significance of relationships between higher impacts and bone strength which we observed is unclear • Participants are likely to represent a relatively healthy sub-population, limiting generalisability of our observations 18
  • 19. Conclusions • Habitual levels of higher, but not medium or low, vertical impacts in older women are positively associated with lower limb bone size and strength. • Equivalent relationships are not observed for low or medium impacts. • The benefit of day-to-day physical activity in older women for their skeletal health appears to be explained by exposure to higher impacts, despite their rarity and the relatively low g levels used to define these. 19
  • 20. Acknowledgements Kimberly Hannam1 Kevin Deere1 April Hartley1 Usama Al-Sari1 Emma Clark1 William Fraser2 1 Musculoskeletal Research Unit, University of Bristol School of Clinical Sciences 2 University of East Anglia http://www.bristol.ac.uk/clinical-sciences/research/musculoskeletal/rheumatology/research/vibe/ 20

Editor's Notes

  1. Add that previous associations not affected by adjustment for bone turnover markers