The role and pharmacological treatment options of hyperinsulinemia ...
An Engineering View of Modern - Low Carb …...2017 Ivor Cummins BE(Chem) CEng MIEI An Engineering...
Transcript of An Engineering View of Modern - Low Carb …...2017 Ivor Cummins BE(Chem) CEng MIEI An Engineering...
2017 Ivor Cummins BE(Chem) CEng MIEI
An Engineering View of Modern
Chronic Disease Prevention From “Bad Cholesterol” to Hyperinsulinemia and CAC
Ivor Cummins BE(Chem) CEng MIEI PMP®
Disclosure
1. My work is directly supported by David Bobbett and his Irish
Heart Disease Awareness charity (http://www.IHDA.ie/)
2. No financial ties to the heart imaging industry (!)
Engineering Problem Solving
- Just a Primer
PART 1
Contrasting Worlds…
➢ Massive research effort to understand key
root causes and prevent failures. Stunning
progress in face of increasing complexity:
outcomes improved by factor of ~60
➢ Imperative that RC is found and resolved.
Resolution is crucial for good business.
Contrasting Worlds…
➢ Massive research effort to understand key
root causes and prevent failures. Stunning
progress in face of increasing complexity:
outcomes improved by factor of ~60
➢ Massive research effort to understand
root causes and mitigate failures. Some
notable wins. But CVD morbidity is
rising. Obesity & Diabetes exploding
➢ Imperative that RC is found and resolved.
Resolution is crucial for good business.
➢ RC is not the focus - resolution neglected.
Patching-up Strategy is excellent for
business.
Rule Zero: Always Honor Pareto
A
Know your ABC: Kepner Tragoe “Is - Is Not” Analysis
Know your ABC: Kepner Tragoe “Is - Is Not” Analysis
EXTENT
WHEN
WHERE
WHAT
A
EXTENT
WHEN
WHERE
WHAT
IS IS NOT DISTINCTIONS INFERENCES
Know your ABC: Kepner Tragoe “Is - Is Not” Analysis
A
EXTENT
WHEN
WHERE
WHAT
Integrate the
Logic
• Analyse
“Correlations”
• Scrutinise
“Coincidences”
• Highlight the
conflicts
• Prioritise the
Likely Causes
Know your ABC: Kepner Tragoe “Is - Is Not” Analysis
AIS IS NOT DISTINCTIONS INFERENCES
Know your ABC: Root Cause Diagram (RCD)
B
Chem
Acivate
Chem
Acivate
Cover
Mech
ChemMech
Cover
Ingress
Surface
Chem
Expose
THA
Adhesion
PHA
Stress
Mech
Tension
CTE
Chem
Fail
Surface
Chem
Surf
Chem
Ingress
Surf
Chem
Surf
Chem
TBD Surf
TBD
Ingress Strain
Adh
resist
Adh
inconsist
Mech:
Coverage
Chem
Attack
Chem
Attack
Know your ABC: Root Cause Diagram (RCD)
BChem
Fail
Know your ABC: Root Cause Diagram (RCD)
BChem
Fail
Know your ABC: Root Cause Diagram (RCD)
BChem
Fail
Integrate the
Mechanisms
• Ensure sound science
• Leverage team
expertise
• Highlight conflicts
• Prioritise the Likely
Causes
• Downgrade unlikely
Hypotheses !
HYPOTHESIS EVIDENCE FOR EVIDENCE AGAINST
C
Know your ABC: C – Hypothesis For/Against Tool
HYPOTHESIS EVIDENCE FOR EVIDENCE AGAINST ACTION
HYPOTHESIS EVIDENCE FOR EVIDENCE AGAINST
Integrate the
Hypotheses
• Weigh up evidence base
• Leverage team expertise
• Scrutinise conflicts
• Prioritise Best
Hypotheses
• Kill the Weak
hypotheses !
C
Know your ABC: C – Hypothesis For/Against Tool
HYPOTHESIS EVIDENCE FOR EVIDENCE AGAINST ACTION
A
B
C
A
B
C
A
B
C
A
B
C
A
B
C
A
B
C
A
B
C
A
B
C
A
B
C
A
B
C
A
B
C
Engineering Problem Solving
- for Heart Disease
PART 2
Rule Zero: Always Honor Pareto
Kepner Tragoe IS / IS NOT Excerpt for CVDA
WHATIS IS NOT DISTINCTIONS INFERENCES UNLIKELY
Kepner Tragoe Excerpt for CVDA
WHERE
IS IS NOT DISTINCTIONS INFERENCES UNLIKELY
Kepner Tragoe Excerpt for CVDA
Kepner Tragoe Excerpt for CVDA
Root Cause Diagram Excerpt for CVDB
HEART DISEASE
Excess
Fructose
Excess
Glucose
↓ Insulin
Signalling
Adipocyte
Hypertrophy
AND
Root Cause Diagram Excerpt for CVDB
HEART DISEASE
Excess
Fructose
Excess
Glucose
↓ Insulin
Signalling
Adipocyte
Hypertrophy
Liver and
Systemic
HI / IR
↓ Adiponectin
↑ Immune
IL1-β etc.
↓ Triglyceride
Trafficking
AND
↑ Visceral
Depot
HEART DISEASE
Root Cause Diagram Excerpt for CVDB
↑ InsulinElevated
Glucose
↑ Glycation /
AGE / RAGE
Atherogenic
Dyslipidemia
↑ Blood
Pressure
Excess
Fructose
Excess
Glucose
↓ Insulin
Signalling
Adipocyte
Hypertrophy
Liver and
Systemic
HI / IR
↓ Adiponectin
↑ Immune
IL1-β etc.
↓ Triglyceride
Trafficking
AND
↑ Visceral
Depot
HEART DISEASE
Sub-Opt
Omega 3
Sub-Opt
Magnesium
Excess
Omega 6
AND
/OR
Lack of Sleep
/ Exercise
Smoking
Low C Etc.
Lack of UV
Vit D / NO
Stress
Microbiome
Root Cause Diagram Excerpt for CVDB
↑ InsulinElevated
Glucose
↑ Glycation /
AGE / RAGE
Atherogenic
Dyslipidemia
↑ Blood
Pressure
Excess
Fructose
Excess
Glucose
↓ Insulin
Signalling
Adipocyte
Hypertrophy
Liver and
Systemic
HI / IR
↓ Adiponectin
↑ Immune
IL1-β etc.
↓ Triglyceride
Trafficking
AND
↑ Visceral
Depot
Root Cause Diagram Excerpt for CVD
HEART DISEASE
Sub-Opt
Magnesium
Lack of Sleep
/ Exercise
Smoking
Low C Etc.
Lack of UV
Vit D / NO
Stress
Microbiome
BSub-Opt
Omega 3
AND
/OR
↑ InsulinElevated
Glucose
↑ Glycation /
AGE / RAGE
Atherogenic
Dyslipidemia
↑ Blood
Pressure
Excess
Fructose
Excess
Glucose
↓ Insulin
Signalling
Adipocyte
Hypertrophy
Liver and
Systemic
HI / IR
↓ Adiponectin
↑ Immune
IL1-β etc.
↓ Triglyceride
Trafficking
AND
↑ Visceral
Depot
Excess
Omega 6
Root Cause Diagram Excerpt for CVD
HEART DISEASE
Sub-Opt
Magnesium
Lack of Sleep
/ Exercise
Smoking
Low C Etc.
Lack of UV
Vit D / NO
Stress
Microbiome
BSub-Opt
Omega 3
AND
/OR
↑ InsulinElevated
Glucose
↑ Glycation /
AGE / RAGE
Atherogenic
Dyslipidemia
↑ Blood
Pressure
Excess
Fructose
Excess
Glucose
↓ Insulin
Signalling
Adipocyte
Hypertrophy
Liver and
Systemic
HI / IR
↓ Adiponectin
↑ Immune
IL1-β etc.
↓ Triglyceride
Trafficking
AND
↑ Visceral
Depot
Excess
Omega 6
LDL “Bad
Cholesterol”?
ArteryClogging
SaturatedFat? ??
Hypothesis For/Against Excerpt for CVDCHYPOTHESIS EVIDENCE FOR EVIDENCE AGAINST
Hypothesis For/Against Excerpt for CVDCHYPOTHESIS EVIDENCE FOR EVIDENCE AGAINST
Hypothesis For/Against Excerpt for CVDCHYPOTHESIS EVIDENCE FOR EVIDENCE AGAINST
Hypothesis For/Against Excerpt for CVDCHYPOTHESIS EVIDENCE FOR EVIDENCE AGAINST
Hypothesis For/Against Excerpt for CVDCHYPOTHESIS EVIDENCE FOR EVIDENCE AGAINST
Hypothesis For/Against Excerpt for CVDCHYPOTHESIS EVIDENCE FOR EVIDENCE AGAINSTHYPOTHESIS
Hypothesis For/Against Excerpt for CVDCHYPOTHESIS EVIDENCE FOR EVIDENCE AGAINSTHYPOTHESIS
Hypothesis For/Against Excerpt for CVDCHYPOTHESIS EVIDENCE FOR EVIDENCE AGAINSTHYPOTHESIS
Heart & Chronic Disease
- the Solution Space
PART 3
Always Honor Pareto
Excess
Fructose
Excess
Glucose
RACK and STACK – and RESOLVE
CAUSE DO DON’T DO MAIN MECHS
Insulin Resistance
Hyperglycemia
Inflammatory vectors
Etc.
Excess
Fructose
Excess
Glucose
RACK and STACK – and RESOLVE
Sub-Opt
Omega 3
Excess
Omega 6
CAUSE DO DON’T DO MAIN MECHS
Inflammatory vectors
Cellular damage
Insulin Resistance
Hyperglycemia
Inflammatory vectors
Etc.
Excess
Fructose
Excess
Glucose
RACK and STACK – and RESOLVE
Sub-Opt
Omega 3
Excess
Omega 6
Sub-Optimum
Magnesium
CAUSE DO DON’T DO MAIN MECHS
Inflammatory vectors
Cellular damage
Biochemical Basics
Insulin Resistance
Hyperglycemia
Inflammatory vectors
Etc.
Excess
Fructose
Excess
Glucose
RACK and STACK – and RESOLVE
Sub-Opt
Omega 3
Excess
Omega 6
Sub-Optimum
Magnesium
Lack of UV
Vit D / NO
CAUSE DO DON’T DO MAIN MECHS
Inflammatory vectors
Cellular damage
Biochemical Basics
Biochemical Basics
Insulin Resistance
Hyperglycemia
Inflammatory vectors
Etc.
Excess
Fructose
Excess
Glucose
RACK and STACK – and RESOLVE
Sub-Opt
Omega 3
Excess
Omega 6
Sub-Optimum
Magnesium
Lack of UV
Vit D / NO
And so on… Move on down the Pareto…
CAUSE DO DON’T DO MAIN MECHS
Inflammatory vectors
Cellular damage
Biochemical Basics
Biochemical Basics
Many and varied…
Insulin Resistance
Hyperglycemia
Inflammatory vectors
Etc.
If you Don’t Measure It
- it Don’t Get Fixed
PART 4
CAC: THE MASTER MEASURE
Google “Budoff Ivor”
Calcium Score Risk Equivalent 10-Year Event Rate, %
0 Very low 1.1-1.7
1-100 Low 2.3-5.9
101-400 Intermediate 12.8-16.4
>400 High 22.5-28.6
>1000 Very high 37
J Am Coll Cardiol Img. 2015;8(5):579-596
Based on 100’s of thousands of subjects
Reproducible and quantifiable
CAC: THE MASTER MEASURE
CAC: THE MASTER MEASURE – Always Performs
Interplay of Coronary Artery Calcification and Traditional Risk Factors for the Prediction of All-Cause Mortality in Asymptomatic Individuals
Circ Cardiovasc Imaging. 2012; 5:467-473
All-C
au
se M
OR
TA
LIT
Y!
CAC: THE MASTER MEASURE – Always Performs
Interplay of Coronary Artery Calcification and Traditional Risk Factors for the Prediction of All-Cause Mortality in Asymptomatic Individuals
Circ Cardiovasc Imaging. 2012; 5:467-473
All-C
au
se M
OR
TA
LIT
Y!
“Association of Coronary Artery Calcium in Adults Aged 32 to 46 Years With Incident Coronary Heart Disease and Death”JAMA Cardiol. doi:10.1001/jamacardio.2016.5493
Published online February 8, 2017.
➢ Adults aged 32 to 46 followed
➢ Mean event follow-up 12.5 years
➢ CAC score makes a farce of “risk
factors”
➢ …because it ain’t guessing.
CAC: THE MASTER MEASURE - Feb 8th 2017 Study
“Association of Coronary Artery Calcium in Adults Aged 32 to 46 Years With Incident Coronary Heart Disease and Death”JAMA Cardiol. doi:10.1001/jamacardio.2016.5493
Published online February 8, 2017.
CAC: THE MASTER MEASURE - Feb 8th 2017 Study
➢ Adults aged 32 to 46 followed
➢ Mean event follow-up 12.5 years
➢ CAC score makes a farce of “risk
factors”
➢ …because it ain’t guessing.
“Association of Coronary Artery Calcium in Adults Aged 32 to 46 Years With Incident Coronary Heart Disease and Death”JAMA Cardiol. doi:10.1001/jamacardio.2016.5493
Published online February 8, 2017.
CAC: THE MASTER MEASURE - Feb 8th 2017 Study
➢ Adults aged 32 to 46 followed
➢ Mean event follow-up 12.5 years
➢ CAC score makes a farce of “risk
factors”
➢ …because it ain’t guessing.
David Bobbett – one of the Saved* CEO/Owner of H&K International
* Jogging ~4 times per week
* Described by docs as “bulletproof”
* 52 years old, slim and fit non-smoker
David Bobbett – one of the Saved* CEO/Owner of H&K International
* Jogging ~4 times per week
* 15 executive medicals…
* All Bloods Good
* Fittest 10% for age* Described by docs as “bulletproof”
* 52 years old, slim and fit non-smoker
* Treadmill Stress Tests/ECG
David Bobbett – one of the Saved
* CAC=906 ! Worst 1% for age.
* CAC supersedes all tests
* 75% chance of Heart Attack
* CEO/Owner of H&K International
* Jogging ~4 times per week
* 15 executive medicals…
* All Bloods Good
* Fittest 10% for age* Described by docs as “bulletproof”
* 52 years old, slim and fit non-smoker
* Treadmill Stress Tests/ECG
David Bobbett – one of the Saved
* CAC=906 ! Worst 1% for age.
* CAC supersedes all tests
* 75% chance of Heart Attack
* Angio shows severe blockages
* No Surgery - meds+lifestyle fix
* David takes 6mths to study
* CEO/Owner of H&K International
* Jogging ~4 times per week
* 15 executive medicals…
* All Bloods Good
* Fittest 10% for age* Described by docs as “bulletproof”
* 52 years old, slim and fit non-smoker
* Treadmill Stress Tests/ECG
David Bobbett – one of the Saved
* CAC=906 ! Worst 1% for age.
* CAC supersedes all tests
* 75% chance of Heart Attack
* CEO/Owner of H&K International
* Jogging ~4 times per week
* 15 executive medicals…
* All Bloods Good
* Fittest 10% for age* Described by docs as “bulletproof”
* 52 years old, slim and fit non-smoker
* Treadmill Stress Tests/ECG
* Angio shows severe blockages
* No Surgery - meds+lifestyle fix
* David takes 6mths to study
* He was diabetic, undiagnosed
* But Heart Disease IS resolvable
* Meds + nutrition excellent path
David Bobbett – one of the Saved
* CAC=906 ! Worst 1% for age.
* CAC supersedes all tests
* 75% chance of Heart Attack
* He was diabetic, undiagnosed
* But Heart Disease IS resolvable
* Meds + nutrition excellent path
* Founded www.IHDA.ie
* Funded The Widowmaker Movie
* Total Philanthropy
* Resolved his disease process
* CEO/Owner of H&K International
* Jogging ~4 times per week
* 15 executive medicals…
* All Bloods Good
* Fittest 10% for age* Described by docs as “bulletproof”
* 52 years old, slim and fit non-smoker
* Treadmill Stress Tests/ECG
* Angio shows severe blockages
* No Surgery - meds+lifestyle fix
* David takes 6mths to study
Middle-aged?
Middle-Risk?
Middle-aged?
CACThe
Ultimate
Decider
Middle-Risk?
Middle-aged?
CACThe
Ultimate
Decider
+
Middle-Risk?
Middle-aged?
CACThe
Ultimate
Decider
+CAC
5-7 years…
Middle-Risk?
Middle-aged?
CACThe
Ultimate
Decider
+CAC
5-7 years…
Middle-Risk?
Middle-aged?
CACThe
Ultimate
Decider
Trig/HDL ratio
PP Insulin Level
PP Glucose / A1c
GGT / Ferritin
Blood Pressure
Homocysteine
+CAC
5-7 years…
sdLDL, ApoB/ApoA1Middle-Risk?
Etc. etc.
Adiponectin
Middle-aged?
CACThe
Ultimate
Decider
Trig/HDL ratio
PP Insulin Level
PP Glucose / A1c
GGT / Ferritin
Blood Pressure
Homocysteine
+CAC
5-7 years…
sdLDL, ApoB/ApoA1Middle-Risk?
Etc. etc.
Adiponectin
Middle-aged?
CACThe
Ultimate
Decider
Trig/HDL ratio
PP Insulin Level
PP Glucose / A1c
GGT / Ferritin
Blood Pressure
Homocysteine
+CAC
5-7 years…
sdLDL, ApoB/ApoA1Middle-Risk?
Etc. etc.
Adiponectin+
Middle-aged?
CACThe
Ultimate
Decider
Trig/HDL ratio
PP Insulin Level
PP Glucose / A1c
GGT / Ferritin
Blood Pressure
Homocysteine
+CAC
5-7 years…
sdLDL, ApoB/ApoA1Middle-Risk?
Etc. etc.
Adiponectin+
Middle-aged?
CACThe
Ultimate
Decider
Trig/HDL ratio
PP Insulin Level
PP Glucose / A1c
GGT / Ferritin
Blood Pressure
Homocysteine
+CAC
5-7 years…
sdLDL, ApoB/ApoA1Middle-Risk?
Etc. etc.
Adiponectin+
CAC
~2yrs
Middle-aged?
CACThe
Ultimate
Decider
Trig/HDL ratio
PP Insulin Level
PP Glucose / A1c
GGT / Ferritin
Blood Pressure
Homocysteine
+CAC
5-7 years…
sdLDL, ApoB/ApoA1Middle-Risk?
Etc. etc.
Adiponectin+
CAC
~2yrs
Middle-aged?
CACThe
Ultimate
Decider
Trig/HDL ratio
PP Insulin Level
PP Glucose / A1c
GGT / Ferritin
Blood Pressure
Homocysteine
+CAC
5-7 years…
sdLDL, ApoB/ApoA1Middle-Risk?
Etc. etc.
Adiponectin+
CAC
~2yrs