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“Observing the Dynamics of the Human Immune System 
Coupled to the Microbiome in Health and Disease” 
CASIS Workshop on Biomedical Research Aboard the ISS 
Columbia University 
New York City, NY 
May 28, 2014 
Dr. Larry Smarr 
Director, California Institute for Telecommunications and Information Technology 
Harry E. Gruber Professor, 
Dept. of Computer Science and Engineering 
Jacobs School of Engineering, UCSD 
http://lsmarr.calit2.net 1
Visualizing 5-10 Year Time Series of 150 Blood & Stool 
Variables Led Me to Discover a Chronic Disease 
Calit2 64 megapixel VROOM
Only One of My Blood Measurements 
Was Far Out of Range--Indicating Chronic Inflammation 
Normal Range 
<1 mg/L 
27x Upper Limit 
Normal 
Episodic Peaks in Inflammation 
Followed by Spontaneous Drops 
Complex Reactive Protein (CRP) is a Blood Biomarker 
for Detecting Presence of Inflammation
But by Using Stool Analysis Time Series, I Discovered 
I Had Oscillating Immune Variables Far Above Normal 
Typical 
Lactoferrin 
Value for 
Active 
IBD 
Normal Range 
<7.3 μg/mL 
124x Upper Limit 
Lactoferrin is a Protein Shed from Neutrophils - 
An Immune System Antibacterial that Sequesters Iron
The Natural Partner in the Oscillating Immune System 
Would Be The Gut Microbiome Ecology 
Your Body Has 10 Times 
As Many Microbe Cells As Human Cells 
99% of Your 
DNA Genes 
Are in Microbe Cells 
Not Human Cells 
Inclusion of the Microbiome 
Will Radically Change Medicine
To Map Out the Dynamics of My Microbiome Ecology 
I Partnered with the J. Craig Venter Institute 
• JCVI Did Metagenomic 
Sequencing on Seven of 
My Stool Samples 
Over 1.5 Years 
• Sequencing on 
Illumina HiSeq 2000 
– Generated 200 Million 
100bp Reads 
• JCVI Lab Manager, 
Genomic Medicine 
– Manolito Torralba 
• IRB PI Karen Nelson 
– President JCVI 
Illumina HiSeq 2000 at JCVI 
Manolito Torralba, JCVI Karen Nelson, JCVI
We Downloaded Additional Gut Microbiomes 
from NIH HMP For Comparative Analysis 
From Sequences to Bacterial Species Relative Abundance 
Required 25 CPU-Years at San Diego Supercomputer Center 
IBD Patients 
2 Ulcerative Colitis Patients, 
6 Points in Time 
5 Ileal Crohn’s Patients, 
3 Points in Time 
“Healthy” Individuals 
250 Subjects 
1 Point in Time Larry Smarr 
6 Points in Time 
Total of 27 Billion Reads 
Or 2.7 Trillion Bases 
Source: Jerry Sheehan, Calit2 
Weizhong Li, Sitao Wu, CRBS, UCSD
Using Scalable Visualization Allows Comparison of 
the Relative Abundance of 200 Gut Microbe Species 
Comparing 3 LS Time Snapshots (Left) 
with Healthy, Crohn’s, UC (Right Top to Bottom) 
Calit2 VROOM-FuturePatient Expedition
We Found Major Shifts in Microbial Ecology 
Between Healthy and Two Forms of IBD 
Collapse of 
Bacteroidetes 
Explosion of 
Proteobacteria On the IBD Spectrum
Comparing Changes in Gut Microbiome Ecology with 
Oscillations of the Innate and Adaptive Immune System 
LS Data from Yourfuturehealth.com Stool Tests 
Normal 
Innate Immune System 
Adaptive Immune System 
Normal 
Time Points of 
Metagenomic 
Sequencing 
of LS Stool Samples 
Therapy: 1 Month Antibiotics 
+2 Month Prednisone
Time Series Reveals Autoimmune Dynamics 
of Gut Microbiome by Phyla 
Therapy 
Six Metagenomic Time Samples Over 16 Months
Toward Microbiome Disease Diagnosis 
UC 100x Healthy 
CD 100x Healthy
Inexpensive 16S Time Series of Microbiome 
Now Possible Through Ubiome 
Data source: LS (Yellow Lines Stool Samples); 
Sequencing and Analysis Ubiome
What Might We Learn? 
Zero G as a Selection Pressure on Human Microbiome 
"Space flight alters cellular and physiological responses 
in astronauts including the immune response," 
said ASU's Cheryl Nickerson, 
who led a project aboard NASA's space shuttle. 
"However, relatively little was known about 
microbial changes to infectious disease risk 
in response to space flight." 
Slide Presented by LS to NAC July 2013 
From NAC Information Technology Infrastructure Committee

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Observing the Dynamics of the Human Immune System Coupled to the Microbiome in Health and Disease

  • 1. “Observing the Dynamics of the Human Immune System Coupled to the Microbiome in Health and Disease” CASIS Workshop on Biomedical Research Aboard the ISS Columbia University New York City, NY May 28, 2014 Dr. Larry Smarr Director, California Institute for Telecommunications and Information Technology Harry E. Gruber Professor, Dept. of Computer Science and Engineering Jacobs School of Engineering, UCSD http://lsmarr.calit2.net 1
  • 2. Visualizing 5-10 Year Time Series of 150 Blood & Stool Variables Led Me to Discover a Chronic Disease Calit2 64 megapixel VROOM
  • 3. Only One of My Blood Measurements Was Far Out of Range--Indicating Chronic Inflammation Normal Range <1 mg/L 27x Upper Limit Normal Episodic Peaks in Inflammation Followed by Spontaneous Drops Complex Reactive Protein (CRP) is a Blood Biomarker for Detecting Presence of Inflammation
  • 4. But by Using Stool Analysis Time Series, I Discovered I Had Oscillating Immune Variables Far Above Normal Typical Lactoferrin Value for Active IBD Normal Range <7.3 μg/mL 124x Upper Limit Lactoferrin is a Protein Shed from Neutrophils - An Immune System Antibacterial that Sequesters Iron
  • 5. The Natural Partner in the Oscillating Immune System Would Be The Gut Microbiome Ecology Your Body Has 10 Times As Many Microbe Cells As Human Cells 99% of Your DNA Genes Are in Microbe Cells Not Human Cells Inclusion of the Microbiome Will Radically Change Medicine
  • 6. To Map Out the Dynamics of My Microbiome Ecology I Partnered with the J. Craig Venter Institute • JCVI Did Metagenomic Sequencing on Seven of My Stool Samples Over 1.5 Years • Sequencing on Illumina HiSeq 2000 – Generated 200 Million 100bp Reads • JCVI Lab Manager, Genomic Medicine – Manolito Torralba • IRB PI Karen Nelson – President JCVI Illumina HiSeq 2000 at JCVI Manolito Torralba, JCVI Karen Nelson, JCVI
  • 7. We Downloaded Additional Gut Microbiomes from NIH HMP For Comparative Analysis From Sequences to Bacterial Species Relative Abundance Required 25 CPU-Years at San Diego Supercomputer Center IBD Patients 2 Ulcerative Colitis Patients, 6 Points in Time 5 Ileal Crohn’s Patients, 3 Points in Time “Healthy” Individuals 250 Subjects 1 Point in Time Larry Smarr 6 Points in Time Total of 27 Billion Reads Or 2.7 Trillion Bases Source: Jerry Sheehan, Calit2 Weizhong Li, Sitao Wu, CRBS, UCSD
  • 8. Using Scalable Visualization Allows Comparison of the Relative Abundance of 200 Gut Microbe Species Comparing 3 LS Time Snapshots (Left) with Healthy, Crohn’s, UC (Right Top to Bottom) Calit2 VROOM-FuturePatient Expedition
  • 9. We Found Major Shifts in Microbial Ecology Between Healthy and Two Forms of IBD Collapse of Bacteroidetes Explosion of Proteobacteria On the IBD Spectrum
  • 10. Comparing Changes in Gut Microbiome Ecology with Oscillations of the Innate and Adaptive Immune System LS Data from Yourfuturehealth.com Stool Tests Normal Innate Immune System Adaptive Immune System Normal Time Points of Metagenomic Sequencing of LS Stool Samples Therapy: 1 Month Antibiotics +2 Month Prednisone
  • 11. Time Series Reveals Autoimmune Dynamics of Gut Microbiome by Phyla Therapy Six Metagenomic Time Samples Over 16 Months
  • 12. Toward Microbiome Disease Diagnosis UC 100x Healthy CD 100x Healthy
  • 13. Inexpensive 16S Time Series of Microbiome Now Possible Through Ubiome Data source: LS (Yellow Lines Stool Samples); Sequencing and Analysis Ubiome
  • 14. What Might We Learn? Zero G as a Selection Pressure on Human Microbiome "Space flight alters cellular and physiological responses in astronauts including the immune response," said ASU's Cheryl Nickerson, who led a project aboard NASA's space shuttle. "However, relatively little was known about microbial changes to infectious disease risk in response to space flight." Slide Presented by LS to NAC July 2013 From NAC Information Technology Infrastructure Committee