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Self-Tracking and
Parkinson’s Disease
How-To Session
Round Three
Kevin Krejci
@kevinkrejci
June 20, 2015
Quantified Self Expo 2015
Who am I?Who am I?
image: (cc) emdotKevin Krejci @kevinkrejci @WorldPDCongress @fujitsulabs
Who am I?Who am I?
image: (cc) emdotKevin Krejci @kevinkrejci @WorldPDCongress @fujitsulabs
Who am I?Who am I?
image: (cc) emdotKevin Krejci @kevinkrejci @WorldPDCongress @fujitsulabs
Who am I?Who am I?
image: (cc) emdotKevin Krejci @kevinkrejci @WorldPDCongress @fujitsulabs
Visit our booth!!
What am I fighting?What am I fighting?
image: (cc) emdot @kevinkrejciKevin Krejci
What am I fighting?What am I fighting?
image: (cc) emdot @kevinkrejciKevin Krejci
What am I fighting?What am I fighting?
image: (cc) emdot @kevinkrejciKevin Krejci
Popular assumption:
movement disorder
What am I fighting?What am I fighting?
image: (cc) emdot @kevinkrejciKevin Krejci
Popular assumption:
movement disorder
What am I fighting?What am I fighting?
image: (cc) emdot @kevinkrejciKevin Krejci
Rock Steady Boxing SF Popular assumption:
movement disorder
Only a movement disorder?Only a movement disorder?
image: (cc) emdot @kevinkrejciKevin Krejci
Only a movement disorder?Only a movement disorder?
image: (cc) emdot @kevinkrejciKevin Krejci
My Long Term GoalsMy Long Term Goals
image: (cc) emdot @kevinkrejciKevin Krejci
• Win the Fight (within 12 rounds)
My Long Term GoalsMy Long Term Goals
image: (cc) emdot @kevinkrejciKevin Krejci
• Win the Fight (within 12 rounds)
• Optimize productivity and QOL
My Long Term GoalsMy Long Term Goals
image: (cc) emdot @kevinkrejciKevin Krejci
• Win the Fight (within 12 rounds)
• Optimize productivity and QOL
• Slow PD progression
My Long Term GoalsMy Long Term Goals
image: (cc) emdot @kevinkrejciKevin Krejci
• Win the Fight (within 12 rounds)
• Optimize productivity and QOL
• Slow PD progression
• Help find the cause and cure…
Why do self-tracking?Why do self-tracking?
image: (cc) emdot @kevinkrejciKevin Krejci
We’re all unique…We’re all unique…
image: (cc) emdot @kevinkrejciKevin Krejci
We’re all unique…We’re all unique…
image: (cc) emdot @kevinkrejciKevin Krejci
Even People with Parkinson’s (PwPs)…
Remember Cholera?Remember Cholera?
image: (cc) emdot @kevinkrejciKevin Krejci
Popular assumption: airborne illness
Connecting the dots…Connecting the dots…
image: (cc) emdot @kevinkrejciKevin Krejci
Connecting the dots…Connecting the dots…
image: (cc) emdot @kevinkrejciKevin Krejci
Connecting the dots…Connecting the dots…
image: (cc) emdot @kevinkrejciKevin Krejci
Big discovery!
Connecting the dots…Connecting the dots…
image: (cc) emdot @kevinkrejciKevin Krejci
It starts with the plumbing…
My QS HeadacheMy QS Headache
image: (cc) emdot @kevinkrejciKevin Krejci
Connecting cables…
My QS HeadacheMy QS Headache
image: (cc) emdot @kevinkrejciKevin Krejci
Connecting cables…
My QS HeadacheMy QS Headache
image: (cc) emdot @kevinkrejciKevin Krejci
Connecting cables…
Then Connecting DataThen Connecting Data
image: (cc) emdot @kevinkrejciKevin Krejci
Then Connecting DataThen Connecting Data
image: (cc) emdot @kevinkrejciKevin Krejci
Importing from CSVs…
Then Connecting DataThen Connecting Data
image: (cc) emdot @kevinkrejciKevin Krejci
Importing from CSVs… From apps that allow it…
Discovery!Discovery!
image: (cc) emdot @kevinkrejciKevin Krejci
My finger tapping speed…
Discovery!Discovery!
image: (cc) emdot @kevinkrejciKevin Krejci
And typing speed is improving!
And my sleep qualityAnd my sleep quality
image: (cc) emdot @kevinkrejciKevin Krejci
Is also improving!
Looking at my sleep dataLooking at my sleep data
image: (cc) emdot @kevinkrejciKevin Krejci
I found some patterns…
Quality depends on many thingsQuality depends on many things
image: (cc) emdot @kevinkrejciKevin Krejci
Alcohol bad. Bodyboarding good…
Dancing is good!*Dancing is good!*
image: (cc) emdot @kevinkrejciKevin Krejci
*Partial list of various
exercise, routines, nutrition and supplements…
Even rain helps…Even rain helps…
image: (cc) emdot @kevinkrejciKevin Krejci
And good for California.
Even rain helps…Even rain helps…
image: (cc) emdot @kevinkrejciKevin Krejci
And good for California. More rain dances?
When Connecting the DotsWhen Connecting the Dots
image: (cc) emdot @kevinkrejciKevin Krejci
The patterns emerge…
When Connecting the DotsWhen Connecting the Dots
image: (cc) emdot @kevinkrejciKevin Krejci
The patterns emerge… And discoveries happen…
When Connecting the DotsWhen Connecting the Dots
image: (cc) emdot @kevinkrejciKevin Krejci
Good sleep helps my fingers do their walking…
Sleep impacts PD symptomsSleep impacts PD symptoms
image: (cc) emdot @kevinkrejciKevin Krejci
Sleep impacts PD symptoms*Sleep impacts PD symptoms*
image: (cc) emdot @kevinkrejciKevin Krejci
*but PD also impacts sleep…
Checked my own plumbingChecked my own plumbing
image: (cc) emdot @kevinkrejciKevin Krejci
Stool Test…
Checked my own plumbingChecked my own plumbing
image: (cc) emdot @kevinkrejciKevin Krejci
Stool Test… Not absorbing my brain nutrients…
Long-chain fatty acidsLong-chain fatty acids
image: (cc) emdot @kevinkrejciKevin Krejci
Long-chain fatty acidsLong-chain fatty acids
image: (cc) emdot @kevinkrejciKevin Krejci
Good for PD!
Long-chain fatty acidsLong-chain fatty acids
image: (cc) emdot @kevinkrejciKevin Krejci
Good for PD!
Long-chain fatty acidsLong-chain fatty acids
image: (cc) emdot @kevinkrejciKevin Krejci
Good for PD! When properly digested…
Connecting the dots…Connecting the dots…
image: (cc) emdot @kevinkrejciKevin Krejci
Connecting the dots…Connecting the dots…
image: (cc) emdot @kevinkrejciKevin Krejci
Another big discovery!
DiscoveriesDiscoveries
image: (cc) emdot @kevinkrejciKevin Krejci
DiscoveriesDiscoveries
image: (cc) emdot @kevinkrejciKevin Krejci
• Everything is connected!*
DiscoveriesDiscoveries
image: (cc) emdot @kevinkrejciKevin Krejci
• Everything is connected!*
*Except for my apps & devices
DiscoveriesDiscoveries
image: (cc) emdot @kevinkrejciKevin Krejci
• Everything is connected!*
• Sleep and productivity?
*Except for my apps & devices
DiscoveriesDiscoveries
image: (cc) emdot @kevinkrejciKevin Krejci
• Everything is connected!*
• Sleep and productivity?
• The gut and the brain?
*Except for my apps & devices
DiscoveriesDiscoveries
image: (cc) emdot @kevinkrejciKevin Krejci
• Everything is connected!*
• Sleep and productivity?
• The gut and the brain?
*Except for my apps & devices
• Need CSVs
and open APIs
RecommendationsRecommendations
image: (cc) emdot @kevinkrejciKevin Krejci
RecommendationsRecommendations
image: (cc) emdot @kevinkrejciKevin Krejci
• Start simple!
RecommendationsRecommendations
image: (cc) emdot @kevinkrejciKevin Krejci
• Start simple!
• Figure out what troubles you most
RecommendationsRecommendations
image: (cc) emdot @kevinkrejciKevin Krejci
• Start simple!
• Figure out what troubles you most
• Find out what might help
RecommendationsRecommendations
image: (cc) emdot @kevinkrejciKevin Krejci
• Start simple!
• Figure out what troubles you most
• Find out what might help
• Experiment and track
RecommendationsRecommendations
image: (cc) emdot @kevinkrejciKevin Krejci
• Start simple!
• Figure out what troubles you most
• Find out what might help
• Experiment and track
• Pen and paper is OK
RecommendationsRecommendations
image: (cc) emdot @kevinkrejciKevin Krejci
• Start simple!
• Figure out what troubles you most
• Find out what might help
• Experiment and track
• Pen and paper is OK
• Just do it!
RecommendationsRecommendations
image: (cc) emdot @kevinkrejciKevin Krejci
• Start simple!
• Figure out what troubles you most
• Find out what might help
• Experiment and track
• Pen and paper is OK
• Just do it!
• And share your results!
RecommendationsRecommendations
image: (cc) emdot @kevinkrejciKevin Krejci
• Start simple!
• Figure out what troubles you most
• Find out what might help
• Experiment and track
• Pen and paper is OK
• Just do it!
• And share your results!
• Us snowflakes have a lot in common too…
Starting Simple and SubjectiveStarting Simple and Subjective
image: (cc) emdot @kevinkrejciKevin Krejci
Starting Simple and SubjectiveStarting Simple and Subjective
image: (cc) emdot @kevinkrejciKevin Krejci
Starting Simple and SubjectiveStarting Simple and Subjective
image: (cc) emdot @kevinkrejciKevin Krejci
Starting Simple and SubjectiveStarting Simple and Subjective
image: (cc) emdot @kevinkrejciKevin Krejci
Starting Simple and SubjectiveStarting Simple and Subjective
image: (cc) emdot @kevinkrejciKevin Krejci
mPowermPower
image: (cc) emdot @kevinkrejciKevin Krejci
mPowermPower
image: (cc) emdot @kevinkrejciKevin Krejci
A great place to start for both PD patients
and control groups (the rest or you!)
Come to Portland!!Come to Portland!!
image: (cc) emdot @kevinkrejciKevin Krejci
Learn and Teach*Learn and Teach*
image: (cc) emdot @kevinkrejci @WorldPDCongress @fujitsulabsKevin Krejci
Learn and Teach*Learn and Teach*
image: (cc) emdot @kevinkrejci @WorldPDCongress @fujitsulabsKevin Krejci
•Let’s connect the dots together
and stop PD in its tracks!
Learn and Teach*Learn and Teach*
image: (cc) emdot @kevinkrejci @WorldPDCongress @fujitsulabsKevin Krejci
•Let’s connect the dots together
and stop PD in its tracks!
•Just like the dot connectors did
with Cholera
Learn and Teach*Learn and Teach*
image: (cc) emdot @kevinkrejci @WorldPDCongress @fujitsulabsKevin Krejci
•Let’s connect the dots together
and stop PD in its tracks!
•Just like the dot connectors did
with Cholera
•Then I’ll really sleep better!
Round 4 QS HomeworkRound 4 QS Homework
image: (cc) emdot @kevinkrejciKevin Krejci
Round 4 QS HomeworkRound 4 QS Homework
image: (cc) emdot @kevinkrejciKevin Krejci
Enzymes, probiotics, uBiome, and more stool tests!
Master data visualization tools…
Round 4 QS HomeworkRound 4 QS Homework
image: (cc) emdot @kevinkrejciKevin Krejci
Enzymes, probiotics, uBiome, and more stool tests!
Master data visualization tools… And read a good book!
Behind every boxer…
There are a lot of people to thank…
Wife and kids (Esther, Kai and Alani)
Mom and Dad
Brother and Sister
Extended Family and Relatives
Friends and Followers
Colleagues and Management at Fujitsu, @Nifty, and
RocketSpace
World Parkinson Coalition
Rock Steady Boxing SF
The Parkinsons Institute
Physical Therapy Select
SoulWorks
23andMe
PatientsLikeMe
UCSF Neurology Department
The Working Stiffs Support Group
Ambulatory Parkinson’s Disease Monitoring (APDM)
Michael J. Fox Foundation
Davis Phinney Foundation
National Parkinson Foundation
Parkinson Disease Foundation
Parkinson’s Action Network
The App and Platform Developers
The Gadget Makers
And last but not least…
YOU
and the rest of the
Quantified Self community!
YOU
and the rest of the
Quantified Self community!
YOU
and the rest of the
Quantified Self community!
THANK YOU!!!
Get Engaged!

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Fighting Mr. Parkinson with Data: Round Three

Editor's Notes

  1. Thank you! I’ll be your Ignite speaker for the next 4 minutes and 49 seconds! This is round 3 of a series of QS talks on my efforts to fight Parkinson’s Disease with data: “Connecting the Dots for Better Sleep”. Now, the ultimate QS Question!
  2. Who am I? Private self @kevinkrejci, ambassador self @WorldPDCongress, and work self @fujitsulabs, a proud sponsor of QS (subliminal ad - visit our booth for demos of sensors and real-time bio-analytics…) https://twitter.com/kevinkrejci
  3. Who am I? Private self @kevinkrejci, ambassador self @WorldPDCongress, and work self @fujitsulabs, a proud sponsor of QS (subliminal ad - visit our booth for demos of sensors and real-time bio-analytics…) https://twitter.com/kevinkrejci
  4. Who am I? Private self @kevinkrejci, ambassador self @WorldPDCongress, and work self @fujitsulabs, a proud sponsor of QS (subliminal ad - visit our booth for demos of sensors and real-time bio-analytics…) https://twitter.com/kevinkrejci
  5. Who am I? Private self @kevinkrejci, ambassador self @WorldPDCongress, and work self @fujitsulabs, a proud sponsor of QS (subliminal ad - visit our booth for demos of sensors and real-time bio-analytics…) https://twitter.com/kevinkrejci
  6. I was diagnosed 2 and a half years ago with Parkinson’s Disease (aka “PD”), a progressive, incurable, neurodegenerative disease that makes people appear like this guy, but I’m fighting it on many fronts, pictured here as my boxing self.
  7. I was diagnosed 2 and a half years ago with Parkinson’s Disease (aka “PD”), a progressive, incurable, neurodegenerative disease that makes people appear like this guy, but I’m fighting it on many fronts, pictured here as my boxing self.
  8. I was diagnosed 2 and a half years ago with Parkinson’s Disease (aka “PD”), a progressive, incurable, neurodegenerative disease that makes people appear like this guy, but I’m fighting it on many fronts, pictured here as my boxing self.
  9. I was diagnosed 2 and a half years ago with Parkinson’s Disease (aka “PD”), a progressive, incurable, neurodegenerative disease that makes people appear like this guy, but I’m fighting it on many fronts, pictured here as my boxing self.
  10. I was diagnosed 2 and a half years ago with Parkinson’s Disease (aka “PD”), a progressive, incurable, neurodegenerative disease that makes people appear like this guy, but I’m fighting it on many fronts, pictured here as my boxing self.
  11. That “mover and shaker” movement disorder image is what most think of when they think of PD, but that’s just the tip of the proverbial iceberg. Symptoms and side effects include insomnia, loss of smell, bladder dysfunction, memory loss, muscle stiffness, poker faces, and digestive system issues.
  12. That “mover and shaker” movement disorder image is what most think of when they think of PD, but that’s just the tip of the proverbial iceberg. Symptoms and side effects include insomnia, loss of smell, bladder dysfunction, memory loss, muscle stiffness, poker faces, and digestive system issues.
  13. My long term goals are simple. Using the boxing ring metaphor, I hope to win the fight within 12 rounds by optimizing my productivity and quality of life, slowing the progression of this progressive disease, and doing my part to help find the cause and cure…
  14. My long term goals are simple. Using the boxing ring metaphor, I hope to win the fight within 12 rounds by optimizing my productivity and quality of life, slowing the progression of this progressive disease, and doing my part to help find the cause and cure…
  15. My long term goals are simple. Using the boxing ring metaphor, I hope to win the fight within 12 rounds by optimizing my productivity and quality of life, slowing the progression of this progressive disease, and doing my part to help find the cause and cure…
  16. My long term goals are simple. Using the boxing ring metaphor, I hope to win the fight within 12 rounds by optimizing my productivity and quality of life, slowing the progression of this progressive disease, and doing my part to help find the cause and cure…
  17. Speaking of old-fashioned, remember the story of Cholera? Until the mid-1800’s, the cause of this mysterious disease was unknown. Most believed it was an airborne disease, but this man, John Snow suspected otherwise. http://www.theguardian.com/science/sifting-the-evidence/2013/mar/15/john-snow-epidemiology-today-cholera http://docs.qgis.org/2.2/en/docs/training_manual/processing/john_snow.html http://donboyes.com/2011/10/14/john-snow-and-serendipity/
  18. Snow simply used pen and paper to map out the locations of water pumps in Soho and deaths by Cholera with dots, then connected all those dots to find the source of the outbreak, the infamous Broad Street pump. http://www.theguardian.com/science/sifting-the-evidence/2013/mar/15/john-snow-epidemiology-today-cholera http://docs.qgis.org/2.2/en/docs/training_manual/processing/john_snow.html http://donboyes.com/2011/10/14/john-snow-and-serendipity/
  19. Snow simply used pen and paper to map out the locations of water pumps in Soho and deaths by Cholera with dots, then connected all those dots to find the source of the outbreak, the infamous Broad Street pump. http://www.theguardian.com/science/sifting-the-evidence/2013/mar/15/john-snow-epidemiology-today-cholera http://docs.qgis.org/2.2/en/docs/training_manual/processing/john_snow.html http://donboyes.com/2011/10/14/john-snow-and-serendipity/
  20. Snow simply used pen and paper to map out the locations of water pumps in Soho and deaths by Cholera with dots, then connected all those dots to find the source of the outbreak, the infamous Broad Street pump. http://www.theguardian.com/science/sifting-the-evidence/2013/mar/15/john-snow-epidemiology-today-cholera http://docs.qgis.org/2.2/en/docs/training_manual/processing/john_snow.html http://donboyes.com/2011/10/14/john-snow-and-serendipity/
  21. Snow simply used pen and paper to map out the locations of water pumps in Soho and deaths by Cholera with dots, then connected all those dots to find the source of the outbreak, the infamous Broad Street pump. http://www.theguardian.com/science/sifting-the-evidence/2013/mar/15/john-snow-epidemiology-today-cholera http://docs.qgis.org/2.2/en/docs/training_manual/processing/john_snow.html http://donboyes.com/2011/10/14/john-snow-and-serendipity/
  22. My round 2 goals were to connect my cables. Fighting Mr. Parkinson with data requires lots of data-collection toys with proprietary cables that easily get lost. Thankfully my wife saved me in the last round with her charging station design… Fitbit, iHealth blood pressure monitor, Withings scale and blood pressure monitor, Jawbone BodyMedia (tracks pulse, perspiration, etc.), Basis (acquired by Intel, tracks pulse, perspiration, temperature and steps), Zeo (tracks sleep and various stages including light sleep, deep sleep, and REM stage of dreaming), Zephyr (tracks breathing, pulse, ECG, etc.), Lumoback for posture and movement, Spire for breathing (stress, tension, calm, focus, activity), Neurosky Mindwave for ECG brainwaves), ResMed S+ for sleep http://www.ihealthlabs.com/ http://www.withings.com/en/scales http://www.fitbit.com/ http://www.bodymedia.com/ http://www.zephyranywhere.com/zephyr-labs/
  23. My round 2 goals were to connect my cables. Fighting Mr. Parkinson with data requires lots of data-collection toys with proprietary cables that easily get lost. Thankfully my wife saved me in the last round with her charging station design… Fitbit, iHealth blood pressure monitor, Withings scale and blood pressure monitor, Jawbone BodyMedia (tracks pulse, perspiration, etc.), Basis (acquired by Intel, tracks pulse, perspiration, temperature and steps), Zeo (tracks sleep and various stages including light sleep, deep sleep, and REM stage of dreaming), Zephyr (tracks breathing, pulse, ECG, etc.), Lumoback for posture and movement, Spire for breathing (stress, tension, calm, focus, activity), Neurosky Mindwave for ECG brainwaves), ResMed S+ for sleep http://www.ihealthlabs.com/ http://www.withings.com/en/scales http://www.fitbit.com/ http://www.bodymedia.com/ http://www.zephyranywhere.com/zephyr-labs/
  24. My round 2 goals were to connect my cables. Fighting Mr. Parkinson with data requires lots of data-collection toys with proprietary cables that easily get lost. Thankfully my wife saved me in the last round with her charging station design… Fitbit, iHealth blood pressure monitor, Withings scale and blood pressure monitor, Jawbone BodyMedia (tracks pulse, perspiration, etc.), Basis (acquired by Intel, tracks pulse, perspiration, temperature and steps), Zeo (tracks sleep and various stages including light sleep, deep sleep, and REM stage of dreaming), Zephyr (tracks breathing, pulse, ECG, etc.), Lumoback for posture and movement, Spire for breathing (stress, tension, calm, focus, activity), Neurosky Mindwave for ECG brainwaves), ResMed S+ for sleep http://www.ihealthlabs.com/ http://www.withings.com/en/scales http://www.fitbit.com/ http://www.bodymedia.com/ http://www.zephyranywhere.com/zephyr-labs/
  25. But this round was a bigger challenge! I started importing data from my devices that allowed it (which were very few) into this spreadsheet to look for patterns, comparing my sleep and productivity data.
  26. But this round was a bigger challenge! I started importing data from my devices that allowed it (which were very few) into this spreadsheet to look for patterns, comparing my sleep and productivity data.
  27. But this round was a bigger challenge! I started importing data from my devices that allowed it (which were very few) into this spreadsheet to look for patterns, comparing my sleep and productivity data.
  28. This CNS Tap Test app checks the speed of my right and left index fingers. My results are like the stock market, with wild “on-off” fluctuations, but overall improvement. I also do typing tests, showing similar improvement.
  29. This CNS Tap Test app checks the speed of my right and left index fingers. My results are like the stock market, with wild “on-off” fluctuations, but overall improvement. I also do typing tests, showing similar improvement.
  30. Looking at my sleep data, I found similar patterns, still fluctuating, but getting better. I can’t prove yet what I am doing right, but I noticed that my best tapping and typing results often followed 3 to 4 days of exceptional sleep.
  31. Looking at my sleep data, I found similar patterns, still fluctuating, but getting better. I can’t prove yet what I am doing right, but I noticed that my best tapping and typing results often followed 3 to 4 days of exceptional sleep.
  32. My sleep notes suggest what Grandma always said: “Alcohol bad, exercise and relaxation good”. In my case, dancing and rain lead to good sleep. Conclusion: do more rain dances – they’re good for me and for California.
  33. My sleep notes suggest what Grandma always said: “Alcohol bad, exercise and relaxation good”. In my case, dancing and rain lead to good sleep. Conclusion: do more rain dances – they’re good for me and for California.
  34. My sleep notes suggest what Grandma always said: “Alcohol bad, exercise and relaxation good”. In my case, dancing and rain lead to good sleep. Conclusion: do more rain dances – they’re good for me and for California.
  35. My sleep notes suggest what Grandma always said: “Alcohol bad, exercise and relaxation good”. In my case, dancing and rain lead to good sleep. Conclusion: do more rain dances – they’re good for me and for California.
  36. But this round was a bigger challenge! I started importing data from my devices that allowed it (which were very few) into this spreadsheet to look for patterns, comparing my sleep and productivity data.
  37. But this round was a bigger challenge! I started importing data from my devices that allowed it (which were very few) into this spreadsheet to look for patterns, comparing my sleep and productivity data.
  38. But this round was a bigger challenge! I started importing data from my devices that allowed it (which were very few) into this spreadsheet to look for patterns, comparing my sleep and productivity data.
  39. Some think PD people have a harder time sleeping because of our PD, but I wonder if we attracted PD because we’re not sleeping adequately, and flushing toxins our of our system. Or, it’s the chicken and egg, vicious or virtuous cycle…
  40. Some think PD people have a harder time sleeping because of our PD, but I wonder if we attracted PD because we’re not sleeping adequately, and flushing toxins our of our system. Or, it’s the chicken and egg, vicious or virtuous cycle…
  41. We’ve since learned more about microscopic life forms, both good and bad, and I recently decided to check my own plumbing, and discovered from a stool test that my biome diversity is low, and I’m not properly digesting my
  42. We’ve since learned more about microscopic life forms, both good and bad, and I recently decided to check my own plumbing, and discovered from a stool test that my biome diversity is low, and I’m not properly digesting my
  43. Long-chain fatty acids. Being good for the brain and nervous system, I’ve been consuming them religiously to fight my PD (even long before my diagnosis), but if they’re just passing through, something is not right….
  44. Long-chain fatty acids. Being good for the brain and nervous system, I’ve been consuming them religiously to fight my PD (even long before my diagnosis), but if they’re just passing through, something is not right….
  45. Long-chain fatty acids. Being good for the brain and nervous system, I’ve been consuming them religiously to fight my PD (even long before my diagnosis), but if they’re just passing through, something is not right….
  46. Long-chain fatty acids. Being good for the brain and nervous system, I’ve been consuming them religiously to fight my PD (even long before my diagnosis), but if they’re just passing through, something is not right….
  47. So for round 4, I’m going to try to connect these dots, as I suspect my gut might be partially responsible for the state of my brain, and my brain for my gut, another big chicken and egg discovery!
  48. So for round 4, I’m going to try to connect these dots, as I suspect my gut might be partially responsible for the state of my brain, and my brain for my gut, another big chicken and egg discovery!
  49. Round 3 lessons learned: maybe everything is connected (other than my apps and devices). Sleep and productivity? The gut and the brain? Not just our bones… To industry I beg, please embrace exportable CSVs and open APIs! http://www.hoylakebeacon.org.uk/?p=1968 http://www.apiacademy.co/sites/default/files/Open-APIs-v5.png
  50. Round 3 lessons learned: maybe everything is connected (other than my apps and devices). Sleep and productivity? The gut and the brain? Not just our bones… To industry I beg, please embrace exportable CSVs and open APIs! http://www.hoylakebeacon.org.uk/?p=1968 http://www.apiacademy.co/sites/default/files/Open-APIs-v5.png
  51. Round 3 lessons learned: maybe everything is connected (other than my apps and devices). Sleep and productivity? The gut and the brain? Not just our bones… To industry I beg, please embrace exportable CSVs and open APIs! http://www.hoylakebeacon.org.uk/?p=1968 http://www.apiacademy.co/sites/default/files/Open-APIs-v5.png
  52. Round 3 lessons learned: maybe everything is connected (other than my apps and devices). Sleep and productivity? The gut and the brain? Not just our bones… To industry I beg, please embrace exportable CSVs and open APIs! http://www.hoylakebeacon.org.uk/?p=1968 http://www.apiacademy.co/sites/default/files/Open-APIs-v5.png
  53. Round 3 lessons learned: maybe everything is connected (other than my apps and devices). Sleep and productivity? The gut and the brain? Not just our bones… To industry I beg, please embrace exportable CSVs and open APIs! http://www.hoylakebeacon.org.uk/?p=1968 http://www.apiacademy.co/sites/default/files/Open-APIs-v5.png
  54. Round 3 lessons learned: maybe everything is connected (other than my apps and devices). Sleep and productivity? The gut and the brain? Not just our bones… To industry I beg, please embrace exportable CSVs and open APIs! http://www.hoylakebeacon.org.uk/?p=1968 http://www.apiacademy.co/sites/default/files/Open-APIs-v5.png
  55. Round 3 lessons learned: maybe everything is connected (other than my apps and devices). Sleep and productivity? The gut and the brain? Not just our bones… To industry I beg, please embrace exportable CSVs and open APIs! http://www.hoylakebeacon.org.uk/?p=1968 http://www.apiacademy.co/sites/default/files/Open-APIs-v5.png
  56. Round 3 lessons learned: maybe everything is connected (other than my apps and devices). Sleep and productivity? The gut and the brain? Not just our bones… To industry I beg, please embrace exportable CSVs and open APIs! http://www.hoylakebeacon.org.uk/?p=1968 http://www.apiacademy.co/sites/default/files/Open-APIs-v5.png
  57. Round 3 lessons learned: maybe everything is connected (other than my apps and devices). Sleep and productivity? The gut and the brain? Not just our bones… To industry I beg, please embrace exportable CSVs and open APIs! http://www.hoylakebeacon.org.uk/?p=1968 http://www.apiacademy.co/sites/default/files/Open-APIs-v5.png
  58. Round 3 lessons learned: maybe everything is connected (other than my apps and devices). Sleep and productivity? The gut and the brain? Not just our bones… To industry I beg, please embrace exportable CSVs and open APIs! http://www.hoylakebeacon.org.uk/?p=1968 http://www.apiacademy.co/sites/default/files/Open-APIs-v5.png
  59. Round 3 lessons learned: maybe everything is connected (other than my apps and devices). Sleep and productivity? The gut and the brain? Not just our bones… To industry I beg, please embrace exportable CSVs and open APIs! http://www.hoylakebeacon.org.uk/?p=1968 http://www.apiacademy.co/sites/default/files/Open-APIs-v5.png
  60. Round 3 lessons learned: maybe everything is connected (other than my apps and devices). Sleep and productivity? The gut and the brain? Not just our bones… To industry I beg, please embrace exportable CSVs and open APIs! http://www.hoylakebeacon.org.uk/?p=1968 http://www.apiacademy.co/sites/default/files/Open-APIs-v5.png
  61. Round 3 lessons learned: maybe everything is connected (other than my apps and devices). Sleep and productivity? The gut and the brain? Not just our bones… To industry I beg, please embrace exportable CSVs and open APIs! http://www.hoylakebeacon.org.uk/?p=1968 http://www.apiacademy.co/sites/default/files/Open-APIs-v5.png
  62. Round 3 lessons learned: maybe everything is connected (other than my apps and devices). Sleep and productivity? The gut and the brain? Not just our bones… To industry I beg, please embrace exportable CSVs and open APIs! http://www.hoylakebeacon.org.uk/?p=1968 http://www.apiacademy.co/sites/default/files/Open-APIs-v5.png
  63. Round 3 lessons learned: maybe everything is connected (other than my apps and devices). Sleep and productivity? The gut and the brain? Not just our bones… To industry I beg, please embrace exportable CSVs and open APIs! http://www.hoylakebeacon.org.uk/?p=1968 http://www.apiacademy.co/sites/default/files/Open-APIs-v5.png
  64. https://www.patientslikeme.com/
  65. https://www.patientslikeme.com/
  66. https://www.patientslikeme.com/
  67. https://www.patientslikeme.com/
  68. https://www.patientslikeme.com/
  69. My homework for round 4: Experiment with enzymes, probiotics, and potato starch, and do more uBiome and other stool tests to make sure my plumbing is properly supporting my brain. Brain Maker, by David Perlmutter, MD
  70. My homework for round 4: Experiment with enzymes, probiotics, and potato starch, and do more uBiome and other stool tests to make sure my plumbing is properly supporting my brain. Brain Maker, by David Perlmutter, MD
  71. My homework for round 4: Experiment with enzymes, probiotics, and potato starch, and do more uBiome and other stool tests to make sure my plumbing is properly supporting my brain. Brain Maker, by David Perlmutter, MD
  72. To learn more, please join my sessions tomorrow and Saturday. And share your wisdom as well! Let’s connect the dots together and stop PD in its tracks! Then I’ll really sleep better!
  73. To learn more, please join my sessions tomorrow and Saturday. And share your wisdom as well! Let’s connect the dots together and stop PD in its tracks! Then I’ll really sleep better!
  74. To learn more, please join my sessions tomorrow and Saturday. And share your wisdom as well! Let’s connect the dots together and stop PD in its tracks! Then I’ll really sleep better!
  75. To learn more, please join my sessions tomorrow and Saturday. And share your wisdom as well! Let’s connect the dots together and stop PD in its tracks! Then I’ll really sleep better!
  76. My homework for round 4: Experiment with enzymes, probiotics, and potato starch, and do more uBiome and other stool tests to make sure my plumbing is properly supporting my brain. Brain Maker, by David Perlmutter, MD
  77. My homework for round 4: Experiment with enzymes, probiotics, and potato starch, and do more uBiome and other stool tests to make sure my plumbing is properly supporting my brain. Brain Maker, by David Perlmutter, MD
  78. My homework for round 4: Experiment with enzymes, probiotics, and potato starch, and do more uBiome and other stool tests to make sure my plumbing is properly supporting my brain. Brain Maker, by David Perlmutter, MD
  79. Special thanks to:
  80. Special thanks to:
  81. Special thanks to: