chemspider: connecting chemistry & mass spectrometry on the internet

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ChemSpider: Connecting Chemistry and Mass Spectrometry on the Internet Antony Williams and John Shockcor

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Page 1: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet

ChemSpider: Connecting Chemistry and Mass

Spectrometry on the Internet

Antony Williams and John Shockcor

Page 2: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet

A Vision for Our Time

Analysis of body fluids can lead to earlier diagnosis

Analysing the “Metabolome” improves the opportunities for personalized medicine

Coupled analytical instrumentation with chemical and bio informatics…

Page 3: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet
Page 4: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet
Page 5: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet
Page 6: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet

It’s about structures…

Drugs, metabolites, pesticides – it’s all about chemical structures

RSC hosts a community resource for chemistry to support chemists

Chemical compounds, properties, syntheses, analytical data, publications..

Page 7: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet

Public Domain Chemistry Databases

Online databases can be messy and inconsistent

Non-curated databases proliferate errors

Original sources of errors hard to determine

Data validation is time-consuming, challenging and exacting

Page 8: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet

The structure of Vitamin K1 is ???

Page 9: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet

Vitamin K1

Page 10: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet

ChemSpider A free internet database

25 million chemicals from 400 data sources

Data includes: Chemical identifiers Links to publications Links to patents Experimental and predicted properties Spectral data

Page 11: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet
Page 12: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet
Page 13: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet

For Synthetic Chemists

Page 14: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet

For NMR Spectroscopists

Page 15: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet

Community Contribution Community-based deposition of data

Structures, spectra, links, properties

Community crowdsourced curation Validating and curation data

>130 people have contributed data, skills and experience Synthesis procedures Spectral data

Page 16: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet

A flexible platform for...

Searching – many tens of thousands of searches per day

Teaching - providing data and resources to help teach chemistry

Integration - available for third parties to take value from the data

Page 17: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet

For Mass Spectrometrists Valuable searches for Mass Spec would

be:

Search the database by mass or formula for structure identification

Search subsets of data – “metabolism”

Link structure-based data across the internet

Provide “programming interfaces”

Page 18: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet

What is Metabonomics?

Metabonomics “…measurement of the dynamic multiparametric metabolic response of living systems to pathophysiological stimuli or genetic modification…” Nicholson et al., 1999

Page 19: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet

Full Metabolic Pathway Chart

Page 20: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet

Kreb’s Cycle

Page 21: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet

What is Metabonomics or Metabolomics? Analytical data on two groups of samples which

we suspect may be different, can we determine the following information?

Are the groups different?

Detect those compounds which have increased or decreased in concentration in each group.

Detect those compounds which are missing from or unique to each group.

Page 22: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet

Direct Infusion of Urine into a Mass Spectrometer

Page 23: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet

UPLC Lipid Class Separation

PC, SM, PG, PE, DG

ChoE & TG

lyso-PC, lyso-PE

Page 24: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet

Hybrid High Resolution QTof MS

Page 25: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet

High Resolution MS of a TAG

Page 26: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet

Extracted Ion Chromatogram of m/z 874.7898

Page 27: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet

MarkerLynx PCA Analysis of Data Transgenic Mice Study

PCA Loadings

-100

-80

-60

-40

-20

0

20

40

60

80

100

-140 -120 -100 -80 -60 -40 -20 0 20 40 60 80 100 120 140

t[2]

t[1]

Scores Comp[1] vs. Comp[2] colored by Modification subsets

TGaTGbWT

WT

WT

WT

WT

WT

WTWT

WT

WT

WT

WT

WTWT

WT

WT

WT

WT

WT

TGbTGb

TGb

TGbTGb

TGb

TGbTGb

TGb

TGa

TGa

TGaTGa

TGa

TGaTGa

TGa

TGa

EZinfo 3 - Heart TG mouse 4_106.usp (M1: PCA-X) - 2010-10-03 13:15:14 (UTC-5)

PCA Scores

-0.20

-0.15

-0.10

-0.05

-0.00

0.05

0.10

0.15

0.20

0.25

-0.25 -0.20 -0.15 -0.10 -0.05 -0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35

p[2]

p[1]

Loadings Comp[1] vs. Comp[2]

EZinfo 3 - Heart TG mouse 4_106.usp (M1: PCA-X) - 2010-10-03 13:52:36 (UTC-5)

Page 28: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet

m/z_RT Pairs Which Describe the Variance Between Transgenic and Wild Type Mice

-0.20

-0.15

-0.10

-0.05

-0.00

0.05

0.10

0.15

0.20

0.25

-0.25 -0.20 -0.15 -0.10 -0.05 -0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.35

p[2

]

p[1]

Loadings Comp[1] vs. Comp[2]

806.5713

874.7898

EZinfo 3 - Heart TG mouse 4_106.usp (M1: PCA-X) - 2010-10-03 13:41:05 (UTC-5)

Page 29: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet

Trend Plot of Those m/z_RT PairsY-axis is the Area of the XIC

0

50

100

150

200

250

300

350

400

450

500

550

600

650

WT

WT

WT

WT

WT

WT

WT

WT

WT

WT

WT

WT

WT

WT

WT

WT

WT

WT

TG

b

TG

b

TG

b

TG

b

TG

b

TG

b

TG

b

TG

b

TG

b

TG

a

TG

a

TG

a

TG

a

TG

a

TG

a

TG

a

TG

a

TG

a

Modification subsets

Variable Trends colored by Modification subsets

EZinfo 3 - Heart TG mouse 4_106.usp (M1: PCA-X) - 2010-10-20 09:47:43 (UTC-5)

Page 30: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet

Calculation of Elemental Composition & ChemSpider Search of Lipid Maps Database Performed via MarkerLynx

Page 31: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet

Results of the ChemSpider Search in the MarkerLynx Worksheet

Page 32: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet

Hit Details in ChemSpider

Page 33: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet

Hybrid High Resolution QTof MS

Page 34: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet

Lipid at RT 4.41 with m/z 806.5695 PC 16:0/22:6

16:0

22:6

Page 35: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet

Phospholipids Elevated in Transgenic Mice

Page 36: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet

What Have We Done?

Turned “Data into Information”

Now to turn information into knowledge

We want to visualize our metabolite information and information from other “omics” techniques using modern “pathway” tools. (Systems Biology)

Page 37: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet

Why Do I Like ChemSpider?

It is open to all the scientific community not just a select few.

It relies on expertise from the scientific community for expansion, curation and improved functionality. Let us work together!

It is always with me…

Page 38: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet

Linking and Enabling

Clearly mass spectrometry facilitates deeper understanding of metabolomics

The ChemSpider database is a rich foundation for structure-based analysis

Community support through data deposition and curation is very enabling

Page 39: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet

Ideas for Future Work

Extend search capabilities

Expand existing databases

Integrate to metabolic pathways tools

Page 40: ChemSpider: Connecting Chemistry & Mass Spectrometry on the Internet

Thank You!!!