Transcript Slide 1

Metabolomics In IBD: Development of
Novel Diagnostic Tests for IBD, Polyps and
Cancer
Jesse S Siffledeen, Travis Murdoch, Carolyn Slupsky1, Haili
Wang, Richard N Fedorak
University of Alberta, Edmonton, Alberta, Canada
Center of Excellence For Gastrointestinal Inflammation and
Immunity Research
UC Davis, California, USA1
Background
Metabolomics
The characterization of
small molecular weight
compounds in biofluids
or tissues.
Metabolomics
4000
chemicals
Proteomics
7500 Enzymes
Genomics
25,000 Genes
The urinary metablolomic “fingerprint” reflects the somatic
(minor) and luminal bacterial (major) constituency
Background
1. Altered luminal microflora play a key pathogenic
role in IBD and colonic dysplasia…
2. Changes in microflora have been shown to
markedly alter small molecule metabolites…
Hypothesis
Analysis of urinary metabolite profile (metabolomics) could
differentiate individuals with different luminal bacterial
profiles
Objective
1. Find urinary metabolomic profiles that
differentiated patients with IBD from those without
IBD and ….
2. …. those with colonic polyps from those without
colonic polyps
3. Develop a commercial biomarker for IBD/colonic
polyps/cancer and a predictor of response to
therapy
Methods
Patients with IBD provided a spot urine sample and
completed a demographics questionnaire, HBI (CD;
n=30) and modified Mayo Score (UC; n=30)
Patients with IBS (n=30) were controls
Metabolite concentrations were derived from analysis
of 600Hz NMR spectra and sorted by partial least
squares discriminate analysis
Metabolomics Workflow
Biofluids or Extracts
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Data Analysis
NMR or MS Chemical Analysis
Urine Metabolomics
NMR spectra analysis defines 69 metabolites (Chenomx®NMRSuite v7.0)
Partial least square discriminate analysis defines
“very important metabolites” and their concentrations
Concentration
Urine Metabolomics
most
contributing
metabolites
least
contributing
metabolites
N= 69 metabolites in order of
contribution to separation of group A from group B
Results – IBD vs Control
Principle component
analysis uses 69
metabolites to
separate IBD vs
Control
Sensitivity = 78%
Specificity = 89%
Results – Active CD vs Active UC
Separation of
patients with
active CD
vs active UC
Change in Urinary Metabolites
Metabolite
Crohn’s
Disease
Levoglucosan*
Sucrose
Hippurate*
Fucose*
Creatine
TMAO*
DMA*
* of bacterial origin
Ulcerative
Colits
www.metabolomictechnologies.ca
ColoDx ™ & PolypDx ™ Clinical Trial
N=116
colon cancer
N=1075
>50 yr
screening
Surgery + biopsy
Urine metabolomics
Detection of:
Colon cancer
Colonoscopy + biopsy (gold standard)
FOBT (FGT&FIT)
Urine metabolomics
Detection of:
Polyps
Urine metabolomics from 77 CRC & 236 polyp &
422 normal patients analyzed to develop ColoDxTM
and PolypDxTM = open label diagnostic cohort
Urine metabolomics from 39 CRC & 119 polyp &
211 normal patients blinded for ColoDxTM and
PolypDxTM validation = blinded validation cohort
87 Excluded samples
due to:
•Incomplete
colonoscopy
•Other diagnoses
•Corrupted urine
sample
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www.metabolomictechnologies.ca
ColoDx ™ & PolypDx ™ Clinical Trial
Principal component analysis uses 69 metabolites to
separate each group
POLYP
2011
NORMAL
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ColoDx ™ & PolypDx ™ Clinical Trial
After polypectomy the urine metabolomic fingerprint
reverts back to a “normal” state
POLYP
2011
Post
Polypectomy
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ColoDx ™ & PolypDx ™ Clinical Trial
DxTM a screening test for colon cancer & polyps
ColoDxTM detects colon cancer
Thresholds
Sensitivity
Specificity
ColoDx 1
97%
90%
ColoDx 2
87%
96%
ColoDx 3
76%
99%
AUC
0.99
PolypDxTM detects adenomatous polyps
Metabolites
Sensitivity
Specificity
PolypDx 1
81%
50%
PolypDx 2
71%
61%
PolypDx 3
66%
65%
AUC
0.73
Finding adenomatous polyps is the real need !
2011
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PolypDx ™ Clinical Trial
PolypDxTM sensitivity to detect adenomatous polyps
compared to current tests
Test
Sensitivity
Specificity
PolypDxTM
71
61
Hemoccult II (guaiac)
1
99
Hemoccult ICT (immune)
6
97
Magstrema HemSp/HT
15
95
(immune)
Finding adenomatous polyps is the real need !
2011
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PolypDx ™ Clinical Trial
PolypDxTM sensitivity to detect adenomatous polyps
compared to current tests – specificity held constant
Test
Sensitivity
Specificity
PolypDxTM
23
95
Hemoccult II (guaiac)
1
99
Hemoccult ICT (immune)
6
97
Magstrema HemSp/HT
15
95
(immune)
Finding adenomatous polyps is the real need !
2011
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The PolypDx™ Opportunity
Engage subject yearly
negative
PolypDx ® screening
positive
test in
commercial
Colonoscopy
development
Follow-up/Surveillance
2011
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