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Steve Magness
University of Houston
stevemagness@gmail.com
Old School-
Anti Science
Science is God
Both are wrong
 This presentation will be different.
◦ The first part will be philosophical
◦ The 2nd part will be fun stuff- real world
examples and application
◦ The last part will be controversial
 Evidence based?
 only 13% of all treatments used by doctors have good
evidence
 an additional 21% of treatments that are “likely”
beneficial.
 What about the other 66%?
 Is Science Bad? No, but…
 You have to understand it‟s limitations in
order to know how to use it.
 Science conforms to the individual:
 Average vs. Individual
 Research focuses on the average.
 Responder vs. non responder in coach speak is actually an
issue of applying the correct stimulus
 Do we really expect 4mi tempo at X pace to work for
everyone?
 Timmons et al.(2011) put it best when talking about the
non-responder phenomenon:
“It is also an observation that is largely ignored by the
majority of researchers interested in the health benefits
of exercise training, presumably because the focus has
been on the “average” health benefits within a population
and the desire to have a simple health promotion
message.”
◦ Measurement
 We overemphasize the importance of what we can
measure.
 Science evolves based on what we can measure at the
time.
 VO2max
 Vollaard et al. (2009) “Moreover, we demonstrate that
VO2max and aerobic performance associate with distinct and
separate physiological and biochemical endpoints,
suggesting that proposed models for the determinants of
endurance performance may need to be revisited (pg. 1483)”.
Researchers=
No change
Coaches=WHY
the individual
differences?
 (i.e. If I‟m that guy at 6%
increase I sure think it
works!)
J Appl Physiol. 2011 Oct 27. [Epub ahead of print]
"Live high - train low" using normobaric hypoxia: A double-blinded, placebo-
controlled study.
 The isolation approach:
 Scientist- break It down to isolate a variable
 X effects Y and Y is RELATED to performance so it
should work…
 Coach- Global approach
 X effects A,B,C,D, etc. How everything interacts is
more important
 All sorts of other crap
(population, equipment, study
length, long term vs. short term, etc.)
1. Deciding whether something is
useful:
 Stool test
 1.Practical- Does it work in the
“real world.”
 2. Research- Is there scientific
research on it and does it confirm
that it works?
 3. Theory- Is there a legitimate,
non-pseudoscientific, theory for
why it might work?
2. Using scientific Knowledge to formulate Real
world ideas
 Use knowledge of HOW body works and learn
how to apply that knowledge.
 Lactate Curve
◦ How?
◦ What it means?
◦ Missing variable- MAX Lactate
0
1
2
3
4
5
6
7
8
9
4:264:334:404:484:555:025:095:165:245:31
Lactate(mmol)
Mile pace
Lactate Levels
1st test
2nd test
3rd test
◦ Test 2- Sprint+ aerobic
◦ Test 3- overdid speed
side
0
1
2
3
4
5
6
7
8
9
10
16.5 17 17.5 18 18.5 19 19.5
1/5/2012
test 1
MAX
Test 1:
61.8-13.7
Test 2:
59.8- 14.2
0
1
2
3
4
5
6
7
8
9
4:404:484:555:025:095:165:24
Lactate
Mile pace
Lactate changes
9/4/2006
11/2/2006
Max Lactate
1st test-
51.5 400m- 14.8
2nd test
51.2 400m- 15.4
 Data from Renato Canova
0
2
4
6
8
10
12
14
16
18
2000 4000 6000 8000 10000 finish
Research
Elites
STEADY STATE!!
 Passive versus Active
◦ Stretch Reflexes…
◦ Inertial forces
 What it looks like versus what is actually going on are
different.
Casio Exilim (High speed cameras-$150)
Speed R leg GC L leg GC
Flight
Time (R
to L or L
to R)
Flight/G
C time
ratio
2nd 200 28.3ish 0.164
4th 200 28ish 0.154
5th 200 28 0.153 0.15 0.155 1.03333
7th 200 27.8 0.157 0.153 0.141 0.89808
8th 200 28.2 0.158 0.15 0.164 1.03797
 Using Smart Phones
◦ Data base
◦ Rate:
 Overall feeling/RPE
 Workout rating
 “Pop” in legs
 Injuries/Soreness
◦ Simple Reaction Test
 10 test reaction test (track avg.)
 Looks at neural fatigue somewhat
◦ Look for trends and correlate to training logs
 Enhancing your decision making skills
 Creating and applying models to help
decision making
◦ Simple fatigue models to determine workouts
 Simple fatigue models
 Muscle Fiber theory and application to kick
development
 Fasted Runs
◦ Theory-low glycogen is signal for adaptation. Shifts fuel
usage towards more fat
◦ Research- Drust et al.(2009), Yeo et al. (2008)
◦ Practical-Lydiard, Cerutty, Van Aaken,Kenyans,
Canadians (!?)
 Practical- start with running before breakfast for 30min,
slowly increase up to close to 2hrs for marathoners. 1-2x a
week depending on goal/time. EASY training after
(RECOVER)
 Adapting the gut
◦ Can increase the amount of Carbohydrate our gut can
process=enhanced marathon performance with lower GI
stress
◦ Practical experience- eat dinner, go run- after a week
you‟ll be fine with no GI problems.
Drust B, Morton JP. Promoting Endurance Training Adaptations with Nutritional
Interventions: The Potential Benefits of “Low Carbohydrate” Training. Kinesiology
2009; 41: 19–24.
 Knowledge:
◦ Research shows knowledge of external feedback affects
performance
◦ Real world experience shows people occasionally
“rebound” after looking like death in a race because they
realize they are close to finish…
 Real World Solution
◦ Take it all away.
◦ Blind Feedback workouts- do workouts without
knowledge of how long the rep is, what exact pace
is, when surges will come,etc.
◦ Switches focus to training on dealing with internal
cues/feedback and improves psychological drive during
uncertainty.
 Knowledge:
◦ “The greater the ability of the athlete to oppose fatigue (by maintaining
strength levels), the smaller the drop in speed and consequently the better the
performance.” Miguel et al. 2004
◦ 400m race- (Numella et al. 1992,1994)
 Force production drops 16% after 300m and 25% after 400m.
 Increase in muscle activity (measured by EMG) to compensate for
failure of muscle fibers that were doing the work.
 Kick development:
◦ 1.Increase maximum fibers recruited
 Flat Sprints, Hill Sprints, Power work
◦ 2. Improve ability to use for prolonged time
 Circuits, alternations, hills+flats
◦ 3. Learn to recruit them under high acidity
 fast workouts with bounding/hills
 2x500(200 at faster than 800 pace, 100m bound at near mile pace, 200m kick in)
full rest between
 Works by 1st part Increase lactate/fatigue, 2nd part increases fibers recruited, last part
teaches you to use those fibers while fatigued
 Circuits with fast speed running, max intensity bounding and exercises
 3-4x400m of 25sprint/25 cruise
Miguel, P. J. P. & Reis, V. M. M. (2004). Speed strength endurance and
400m performance. New Studies in Athletics
 Signal pathway
interactions
◦ Gives you the dose,
the timing, and the
interaction
Adaptation
Process
RBC
example
Altitude
Decrease
O2 levels
Hif-1a
EPO
RBC
increase
Messenger Signaling Pathways
initiated
Functional Results
Mechanical Stretch-
frequency and intensity
CaMK, MAPK and
IGF pathways
Hypertrophy, fast to slow
fiber type conversions,
Changes in Calcium
levels in the cell
CaMK, MAPK, protein
kinase C
Hypertrophy, slow twitch
fiber type conversion,
mitochondria
NAD: NADH ratio
Low muscle glycogen AMPK and MAPK Increased mitochondria
ATP:AMP ratio AMPK Increased mitochondria
Decreased blood Oxygen
levels
HIF-1 Increased EPO and Red
Blood cells
PI3-k and Akt mTOR Muscle Hypertrophy
MAPK=Mitogen activated protein kinase IGF-Insulin Like Growth Factor
PI3-k= Phosphatidylinositol 3-kinase
CaMK=Calcium/Calmodulin pathway
Why care?
•Interactions matter:
•AMPK inhibits mTOR
•Do endurance work AFTER strength and you inhibit hypertrophy
•Knowledge of stimulus
•Explains why training does what:
•AMPK and CaMK can both Increase mitochondria.
•AMPK= activated through endurance.
•CaMK= activated through intense intervals.
Laursen, P. Training for Intense exercise performance: High
volume or high intensity. 2009
1. Remember the Brain?
◦ Most new research/ideas revolve on the change in
mindset.
◦ The brain is a smart controller, synthesizing
information, making calculations based on complex
algorithm, and dictating what happens.
◦ Input/Feedback is key.
2. Body is well designed.
◦ Timing matters, and knowing when to manipulate
matters.
Baron et al.(2012). The role of emotions on pacing
strategies and
performance in middle and long duration sport
events
•Feedback
•Block with drugs and pacing is erratic (out hard and die)
•Deception
•Castle et al.- exercise in heat is effected by what
thermometer reads
•Ness and Patton- changed labels of weights after 5 weeks,
athletes lifted 20lb more for their max
•Knowing vs. not knowing (distance, reps, pace, etc.)
•Manipulating psychological drive
•dissociative cognitive strategy
•TRAINING- Training improves our ability to assimilate feedback and
use it better in regards to riding that edge/pacing.
•Become an Expert!
“„inner dialogue‟ that occurs during
exercise may be the „competition‟
between psychological drives and
physiological homeostatic control
mechanisms” St. Clair Gibson,2013
Psychological Drive
Maintaining
Homeostasis
◦ Antioxidants
 Free radicals
activate AMPK which increase
Mitochondria
◦ Ice baths
 Blocks inflammation
 Reduces Recovery
◦ Ibuprofen
 Can block satellite cell
 Reduce Recovery
Antioxidant Supplementation during Exercise Training: Beneficial or Detrimental?
Sports MedicineV olume 41 - Issue 12 - pp 1043-1069
 Anti-inflammatory
◦ At what point during the inflammatory cycle do you
impede?
 Refueling
◦ Low Glycogen needed for certain types of adaptations
 Hydration
◦ In adapting to high heat/humidity, research shows need
some dehydration to get beneficial effects
 Supplement intake
◦ Hepcidin rises post workout for ~3-4hrs…limits Iron
absorption
 Taking iron pill in that window…decreases absorption…
 Don‟t over recover.
 Periodize recovery so you use it when you
need it
◦ Base and Pre competition phase
 Damage is good
 Selectively use recovery modalities when athlete is on
“edge”
◦ Peaking
 Slight increase in recovery modalities because
emphasis shifts from training to racing
 Testosterone and muscle growth
◦ Elevated systemic hormones does not effect muscle
hypertrophy
 Chronically supraphysiological levels (i.e. drugs) aids
muscle growth, not what we get in regular acute
exercise.
 Compression Socks
◦ Blood Flow not the issue
◦ Modulates muscle “tuning” (think vibrations)
 Stretching
 Hands over head
◦ Let your kids fall over
Elevations in ostensibly anabolic hormones with resistance exercise enhance neither
training2 induced muscle hypertrophy nor strength of the elbow flexors. J Appl Physiol (
 Cushioning and
Pronation= Broken
Paradigm
 Running surface-
◦ “hard” surfaces not evil
if they‟re accustomed
to it.
 Individualization
◦ Feel most important
Pronatio
n-Left Right
Footstrik
e
Orthotics? Initial Max change Initial Max Change Degree GC
Flight
Time Footstrike
Lunar Fly NO 183 176 7 172 182 10 93.6 0.214 0.114whole
Lunar Fly YES 182 175 7 176 185 9
Katanas No 184 175 9 175 185 10 92 0.195 0.128midfoot
Lunar Racers No 184 175 9 173 186 13 93.4 0.2 0.123whole
Lunar Racers YES 185 176 9 174 185 11 98 0.209 0.119Heel
Pegasus No 181 173 8 178 188 10 100.7 0.214 0.104Heel
Pegasus yes 185 176 9 177 188 11 101.6 0.214 0.109Heel
Vomeros Yes 184 174 10 174 186 12 96.5 0.204 0.114heel
Barefoot No 0 0 93.8 0.195 0.119forefoot
0 0
*Footstrike
degree=90=
foot directly
under knee
 Use Science, don‟t be married to it.
 Stimulus-> Adaptation
◦ What adaptation are you looking for?
 Lab vs. Real World
 Average vs. Individuals
 Know what you‟re testing for and what the
measurement means.
 www.scienceofrunning.com
 stevemagness@gmail.com
 Twitter: @stevemagness

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Science and performance

  • 1. Steve Magness University of Houston stevemagness@gmail.com
  • 2. Old School- Anti Science Science is God Both are wrong
  • 3.  This presentation will be different. ◦ The first part will be philosophical ◦ The 2nd part will be fun stuff- real world examples and application ◦ The last part will be controversial
  • 4.  Evidence based?  only 13% of all treatments used by doctors have good evidence  an additional 21% of treatments that are “likely” beneficial.  What about the other 66%?  Is Science Bad? No, but…  You have to understand it‟s limitations in order to know how to use it.
  • 5.  Science conforms to the individual:  Average vs. Individual  Research focuses on the average.  Responder vs. non responder in coach speak is actually an issue of applying the correct stimulus  Do we really expect 4mi tempo at X pace to work for everyone?  Timmons et al.(2011) put it best when talking about the non-responder phenomenon: “It is also an observation that is largely ignored by the majority of researchers interested in the health benefits of exercise training, presumably because the focus has been on the “average” health benefits within a population and the desire to have a simple health promotion message.”
  • 6. ◦ Measurement  We overemphasize the importance of what we can measure.  Science evolves based on what we can measure at the time.  VO2max  Vollaard et al. (2009) “Moreover, we demonstrate that VO2max and aerobic performance associate with distinct and separate physiological and biochemical endpoints, suggesting that proposed models for the determinants of endurance performance may need to be revisited (pg. 1483)”.
  • 7. Researchers= No change Coaches=WHY the individual differences?  (i.e. If I‟m that guy at 6% increase I sure think it works!) J Appl Physiol. 2011 Oct 27. [Epub ahead of print] "Live high - train low" using normobaric hypoxia: A double-blinded, placebo- controlled study.
  • 8.  The isolation approach:  Scientist- break It down to isolate a variable  X effects Y and Y is RELATED to performance so it should work…  Coach- Global approach  X effects A,B,C,D, etc. How everything interacts is more important  All sorts of other crap (population, equipment, study length, long term vs. short term, etc.)
  • 9. 1. Deciding whether something is useful:  Stool test  1.Practical- Does it work in the “real world.”  2. Research- Is there scientific research on it and does it confirm that it works?  3. Theory- Is there a legitimate, non-pseudoscientific, theory for why it might work?
  • 10. 2. Using scientific Knowledge to formulate Real world ideas  Use knowledge of HOW body works and learn how to apply that knowledge.
  • 11.
  • 12.  Lactate Curve ◦ How? ◦ What it means? ◦ Missing variable- MAX Lactate 0 1 2 3 4 5 6 7 8 9 4:264:334:404:484:555:025:095:165:245:31 Lactate(mmol) Mile pace Lactate Levels 1st test 2nd test 3rd test ◦ Test 2- Sprint+ aerobic ◦ Test 3- overdid speed side
  • 13. 0 1 2 3 4 5 6 7 8 9 10 16.5 17 17.5 18 18.5 19 19.5 1/5/2012 test 1 MAX Test 1: 61.8-13.7 Test 2: 59.8- 14.2
  • 15.  Data from Renato Canova 0 2 4 6 8 10 12 14 16 18 2000 4000 6000 8000 10000 finish Research Elites STEADY STATE!!
  • 16.  Passive versus Active ◦ Stretch Reflexes… ◦ Inertial forces  What it looks like versus what is actually going on are different. Casio Exilim (High speed cameras-$150)
  • 17. Speed R leg GC L leg GC Flight Time (R to L or L to R) Flight/G C time ratio 2nd 200 28.3ish 0.164 4th 200 28ish 0.154 5th 200 28 0.153 0.15 0.155 1.03333 7th 200 27.8 0.157 0.153 0.141 0.89808 8th 200 28.2 0.158 0.15 0.164 1.03797
  • 18.  Using Smart Phones ◦ Data base ◦ Rate:  Overall feeling/RPE  Workout rating  “Pop” in legs  Injuries/Soreness ◦ Simple Reaction Test  10 test reaction test (track avg.)  Looks at neural fatigue somewhat ◦ Look for trends and correlate to training logs
  • 19.  Enhancing your decision making skills  Creating and applying models to help decision making ◦ Simple fatigue models to determine workouts  Simple fatigue models  Muscle Fiber theory and application to kick development
  • 20.  Fasted Runs ◦ Theory-low glycogen is signal for adaptation. Shifts fuel usage towards more fat ◦ Research- Drust et al.(2009), Yeo et al. (2008) ◦ Practical-Lydiard, Cerutty, Van Aaken,Kenyans, Canadians (!?)  Practical- start with running before breakfast for 30min, slowly increase up to close to 2hrs for marathoners. 1-2x a week depending on goal/time. EASY training after (RECOVER)  Adapting the gut ◦ Can increase the amount of Carbohydrate our gut can process=enhanced marathon performance with lower GI stress ◦ Practical experience- eat dinner, go run- after a week you‟ll be fine with no GI problems. Drust B, Morton JP. Promoting Endurance Training Adaptations with Nutritional Interventions: The Potential Benefits of “Low Carbohydrate” Training. Kinesiology 2009; 41: 19–24.
  • 21.  Knowledge: ◦ Research shows knowledge of external feedback affects performance ◦ Real world experience shows people occasionally “rebound” after looking like death in a race because they realize they are close to finish…  Real World Solution ◦ Take it all away. ◦ Blind Feedback workouts- do workouts without knowledge of how long the rep is, what exact pace is, when surges will come,etc. ◦ Switches focus to training on dealing with internal cues/feedback and improves psychological drive during uncertainty.
  • 22.  Knowledge: ◦ “The greater the ability of the athlete to oppose fatigue (by maintaining strength levels), the smaller the drop in speed and consequently the better the performance.” Miguel et al. 2004 ◦ 400m race- (Numella et al. 1992,1994)  Force production drops 16% after 300m and 25% after 400m.  Increase in muscle activity (measured by EMG) to compensate for failure of muscle fibers that were doing the work.  Kick development: ◦ 1.Increase maximum fibers recruited  Flat Sprints, Hill Sprints, Power work ◦ 2. Improve ability to use for prolonged time  Circuits, alternations, hills+flats ◦ 3. Learn to recruit them under high acidity  fast workouts with bounding/hills  2x500(200 at faster than 800 pace, 100m bound at near mile pace, 200m kick in) full rest between  Works by 1st part Increase lactate/fatigue, 2nd part increases fibers recruited, last part teaches you to use those fibers while fatigued  Circuits with fast speed running, max intensity bounding and exercises  3-4x400m of 25sprint/25 cruise Miguel, P. J. P. & Reis, V. M. M. (2004). Speed strength endurance and 400m performance. New Studies in Athletics
  • 23.  Signal pathway interactions ◦ Gives you the dose, the timing, and the interaction Adaptation Process RBC example Altitude Decrease O2 levels Hif-1a EPO RBC increase
  • 24. Messenger Signaling Pathways initiated Functional Results Mechanical Stretch- frequency and intensity CaMK, MAPK and IGF pathways Hypertrophy, fast to slow fiber type conversions, Changes in Calcium levels in the cell CaMK, MAPK, protein kinase C Hypertrophy, slow twitch fiber type conversion, mitochondria NAD: NADH ratio Low muscle glycogen AMPK and MAPK Increased mitochondria ATP:AMP ratio AMPK Increased mitochondria Decreased blood Oxygen levels HIF-1 Increased EPO and Red Blood cells PI3-k and Akt mTOR Muscle Hypertrophy MAPK=Mitogen activated protein kinase IGF-Insulin Like Growth Factor PI3-k= Phosphatidylinositol 3-kinase CaMK=Calcium/Calmodulin pathway Why care? •Interactions matter: •AMPK inhibits mTOR •Do endurance work AFTER strength and you inhibit hypertrophy •Knowledge of stimulus •Explains why training does what: •AMPK and CaMK can both Increase mitochondria. •AMPK= activated through endurance. •CaMK= activated through intense intervals.
  • 25. Laursen, P. Training for Intense exercise performance: High volume or high intensity. 2009
  • 26.
  • 27. 1. Remember the Brain? ◦ Most new research/ideas revolve on the change in mindset. ◦ The brain is a smart controller, synthesizing information, making calculations based on complex algorithm, and dictating what happens. ◦ Input/Feedback is key. 2. Body is well designed. ◦ Timing matters, and knowing when to manipulate matters.
  • 28. Baron et al.(2012). The role of emotions on pacing strategies and performance in middle and long duration sport events
  • 29. •Feedback •Block with drugs and pacing is erratic (out hard and die) •Deception •Castle et al.- exercise in heat is effected by what thermometer reads •Ness and Patton- changed labels of weights after 5 weeks, athletes lifted 20lb more for their max •Knowing vs. not knowing (distance, reps, pace, etc.) •Manipulating psychological drive •dissociative cognitive strategy •TRAINING- Training improves our ability to assimilate feedback and use it better in regards to riding that edge/pacing. •Become an Expert!
  • 30. “„inner dialogue‟ that occurs during exercise may be the „competition‟ between psychological drives and physiological homeostatic control mechanisms” St. Clair Gibson,2013 Psychological Drive Maintaining Homeostasis
  • 31. ◦ Antioxidants  Free radicals activate AMPK which increase Mitochondria ◦ Ice baths  Blocks inflammation  Reduces Recovery ◦ Ibuprofen  Can block satellite cell  Reduce Recovery Antioxidant Supplementation during Exercise Training: Beneficial or Detrimental? Sports MedicineV olume 41 - Issue 12 - pp 1043-1069
  • 32.  Anti-inflammatory ◦ At what point during the inflammatory cycle do you impede?  Refueling ◦ Low Glycogen needed for certain types of adaptations  Hydration ◦ In adapting to high heat/humidity, research shows need some dehydration to get beneficial effects  Supplement intake ◦ Hepcidin rises post workout for ~3-4hrs…limits Iron absorption  Taking iron pill in that window…decreases absorption…
  • 33.  Don‟t over recover.  Periodize recovery so you use it when you need it ◦ Base and Pre competition phase  Damage is good  Selectively use recovery modalities when athlete is on “edge” ◦ Peaking  Slight increase in recovery modalities because emphasis shifts from training to racing
  • 34.  Testosterone and muscle growth ◦ Elevated systemic hormones does not effect muscle hypertrophy  Chronically supraphysiological levels (i.e. drugs) aids muscle growth, not what we get in regular acute exercise.  Compression Socks ◦ Blood Flow not the issue ◦ Modulates muscle “tuning” (think vibrations)  Stretching  Hands over head ◦ Let your kids fall over Elevations in ostensibly anabolic hormones with resistance exercise enhance neither training2 induced muscle hypertrophy nor strength of the elbow flexors. J Appl Physiol (
  • 35.  Cushioning and Pronation= Broken Paradigm  Running surface- ◦ “hard” surfaces not evil if they‟re accustomed to it.  Individualization ◦ Feel most important
  • 36. Pronatio n-Left Right Footstrik e Orthotics? Initial Max change Initial Max Change Degree GC Flight Time Footstrike Lunar Fly NO 183 176 7 172 182 10 93.6 0.214 0.114whole Lunar Fly YES 182 175 7 176 185 9 Katanas No 184 175 9 175 185 10 92 0.195 0.128midfoot Lunar Racers No 184 175 9 173 186 13 93.4 0.2 0.123whole Lunar Racers YES 185 176 9 174 185 11 98 0.209 0.119Heel Pegasus No 181 173 8 178 188 10 100.7 0.214 0.104Heel Pegasus yes 185 176 9 177 188 11 101.6 0.214 0.109Heel Vomeros Yes 184 174 10 174 186 12 96.5 0.204 0.114heel Barefoot No 0 0 93.8 0.195 0.119forefoot 0 0 *Footstrike degree=90= foot directly under knee
  • 37.  Use Science, don‟t be married to it.  Stimulus-> Adaptation ◦ What adaptation are you looking for?  Lab vs. Real World  Average vs. Individuals  Know what you‟re testing for and what the measurement means.