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© 2010 MicroConstants, Inc. All Rights Reserved.
Adventures in Metabolite Profiling
with an Accurate Mass QTof
David Johnson, Ph.D.
Director, DMPK | MicroConstants
Waters Seminar: Applications of
Time of Flight Spectrometry
September 13 – 15, 2010
Long Beach, CA
Background on Drug Metabolism
© 2010 MicroConstants, Inc. All Rights Reserved.
• Determining the metabolites of a drug
candidate when it’s dosed to a subject or
in vitro system
• Usually involves a species comparison
What is Metabolite Profiling?
© 2010 MicroConstants, Inc. All Rights Reserved.
Overview of Drug Metabolism
• The major effect of drug metabolism by the body is to convert
lipophilic compounds that favor absorption into hydrophilic
compounds that favor excretion in the urine or bile.
Xenobiotics
(drugs, small
organics)
Water Soluble
Metabolites
Phase I
Metabolism
Even more
Water Soluble
Metabolites
Phase II
Metabolism
Urine
Bile
Excretion
Excretion
© 2010 MicroConstants, Inc. All Rights Reserved.
• Oxidation
– Most common metabolic reaction
– Most important Phase I reaction
– Responsible for a broad array of transformations
– Hydroxylation (M+16), dealkylation, epoxidation, etc.
• Hydrolysis
– Ester and amide bonds, epoxiedes, sulfates,
glucuronides
• Reduction
– Carbonyls, nitro groups, N-oxide/sulfoxide
Common Phase I Reactions
© 2010 MicroConstants, Inc. All Rights Reserved.
• Can happen to parent compound or Phase I
metabolite
– Cofactors are always involved
– Can usually tell which atoms can be conjugated
• Examples:
– Glucuronidation (M+176)
– Sulfation (M+80)
– Glutathione conjugation (M+305, 307)
– Methylation (M+14)
– Amino acid conjugation (M+57; +107)
Phase II Reactions
Relevance of Metabolite Profiling
© 2010 MicroConstants, Inc. All Rights Reserved.
• Identify the candidate’s metabolic pathway to
understand the fate of the drug and metabolites
– Toxic metabolites
• Seek out pharmacologically active metabolites
for patent protection
• Help select species for toxicological studies
– Avoid unique human metabolites
• To save time and money!
Why Do Metabolite Profiling?
© 2010 MicroConstants, Inc. All Rights Reserved.
• Definitive radiolabel ADME study
– Expensive
– Usually performed just before NDA
• Cold compound profiling
– Inexpensive
– Performed early in discovery setting
Methods for Metabolite Profiling
Metabolite Profiling Workflow
© 2010 MicroConstants, Inc. All Rights Reserved.
• Generate samples
– Hepatocyte incubation
– Plasma from dosed subjects
• Develop analytical method
• Analyze samples with QTof
– Collect product ion spectra
• Search all species for
metabolites using MetaboLynx
• Program QuanLynx with all
metabolites
• Report peak heights for all
species
• Draw hypothetical structures
based on accurate mass
Overview of Profiling Work
© 2010 MicroConstants, Inc. All Rights Reserved.
• Uses Waters Acquity UPLC
system
– Excellent gradient control and
solvent mixing
– Minimal dead volume
– Reproducible retention times
• Small particle size columns
– High theoretical plates
– Better separation of regioisomers
• 15 minute gradient
• Includes in-line photodiode array
Analytical Method Highlights
Hydroxylated Metabolites of
Client Compound
6.5 7.0 7.5 8.0 8.5
7.37
366 a
6.94
1.21
19 7.79
© 2010 MicroConstants, Inc. All Rights Reserved.
Analytical Method Highlights (cont.)
Data table emphasizing the importance of using high resolution
chromatography with very reproducible retention times
Notice the baseline resolution of isobaric regioisomers!
mDa PPM
From
Parent
Parent 350.1416 7.99 Client compound C19H16FN5O 350.1417 -0.1 -0.3 -0.0001
M4 366.1364 6.93 Hydroxylation C19H16FN5O2 366.1366 -0.2 -0.6 15.9948
M5 366.1367 7.37 Hydroxylation C19H16FN5O2 366.1366 0.1 0.3 15.9950
M6 366.1377 7.79 Hydroxylation C19H16FN5O2 366.1366 1.1 3.0 15.9960
M7 366.1368 7.88 Hydroxylation C19H16FN5O2 366.1366 0.2 0.5 15.9951
M8 366.1375 8.18 Hydroxylation C19H16FN5O2 366.1366 0.9 2.5 15.9958
M9 366.1333 8.42 Hydroxylation C19H16FN5O2 366.1366 -3.3 -9.0 15.9916
Molecular
Formula
Theoretical
m/z
Mass Difference
Name
Found
m/z
TR, min
Assigned
Identity
© 2010 MicroConstants, Inc. All Rights Reserved.
Importance of Accurate Mass
Data table emphasizing the need for accurate mass to
assign identities to metabolites
Accurate mass was needed to tell the difference between different
possible metabolites with the same nominal mass shift
mDa PPM
From
Parent
Parent 350.142 7.99 Client compound C19H16FN5O 350.1417 -0.1 -0.3 -0.0001
M3 364.126 8.82 Hydroxylation + Desaturation? C19H14FN5O2 364.1210 4.5 12.5 13.9838
Methylation - definitely not C20H18FN5O 364.1574 -31.9 87.6 14.0157
M15 526.173 6.95 Glucuronide conjugation C25H24FN5O7 526.1738 -0.6 -1.1 176.0315
M16 526.165 7.16 Epoxidation + Glutathione - Glutamic acid + Dehydration C24H24FN7O4S 526.1673 -2.0 -3.8 176.0237
Glucuronide conjugation - not likely C25H24FN5O7 526.1738 -8.5 -16.2
M17 526.173 7.59 Glucuronide conjugation C25H24FN5O7 526.1738 -0.6 -1.1 176.0315
M18 526.172 7.78 Glucuronide conjugation C25H24FN5O7 526.1738 -2.2 -4.1 176.0299
Molecular
Formula
Theoretical
m/z
Mass Difference
Name
Found
m/z
TR,
min
Assigned Identity
© 2010 MicroConstants, Inc. All Rights Reserved.
• Powerful software for visualizing full scan data
sets and identifying metabolites
– Structure-based metabolite search
– Lists both expected and unexpected metabolites
– Includes dealkylation tool for generating multiple base
structures for the search
– Visualize chromatograms of both analyte and control
– Generates fragment ion trees using MSE data
– Permits easy viewing of product ion spectra
MetaboLynx XS Features
© 2010 MicroConstants, Inc. All Rights Reserved.
MetaboLynx XS Screen Shot
© 2010 MicroConstants, Inc. All Rights Reserved.
MetaboLynx XS Screen Shot
© 2010 MicroConstants, Inc. All Rights Reserved.
Example of Metabolite Profiling Data
M1 M2 Parent M3 M5 M6 M7 M14 M17
Rat 0 0 10 15,600 0 10 0 0 0 2
0.5 0 21 13,100 6 436 196 0 0 242
1 0 38 12,000 10 655 368 0 3 469
2 0 76 9,880 13 921 717 0 2 850
4 0 138 5,190 16 1,100 1,160 0 5 1,380
Dog 0 0 0 12,100 0 2 0 0 0 0
0.5 5 0 12,200 0 91 0 22 5 7
1 12 3 9,440 0 161 0 26 29 50
2 22 7 6,580 0 229 0 17 53 213
4 40 7 4,140 0 314 0 8 91 674
Monkey 0 0 7 14,800 0 1 0 0 0 0
0.5 0 11 13,600 0 218 196 2 5 13
1 0 12 11,400 1 305 476 3 8 24
2 0 14 9,520 2 419 1,010 3 6 74
4 0 20 6,710 0 460 1,830 0 12 187
Human 0 0 6 14,600 0 3 0 0 5 0
0.5 0 25 11,900 0 224 464 0 178 31
1 0 31 8,980 0 322 952 0 689 76
2 0 30 5,660 0 377 1,790 0 1,020 161
4 0 48 3,200 0 297 2,390 0 2,780 289
m/z 337.11 338.14 350.14 364.13 366.14 366.14 366.14 446.10 526.17
TR (min) 6.83 9.47 7.99 8.82 7.37 7.79 7.88 8.22 7.59
Species Time, h
Peak Height
© 2010 MicroConstants, Inc. All Rights Reserved.
• Metabolite profiling is a vital part of drug
development
• Accurate mass spectrometry is a
powerful tool
– Metabolite identification
– Proposing structures
• Empowers metabolism experts to be
better experts!
Summary

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Adventures in Metabolite Profiling with an Accurate Mass QTof

  • 1. © 2010 MicroConstants, Inc. All Rights Reserved. Adventures in Metabolite Profiling with an Accurate Mass QTof David Johnson, Ph.D. Director, DMPK | MicroConstants Waters Seminar: Applications of Time of Flight Spectrometry September 13 – 15, 2010 Long Beach, CA
  • 2. Background on Drug Metabolism
  • 3. © 2010 MicroConstants, Inc. All Rights Reserved. • Determining the metabolites of a drug candidate when it’s dosed to a subject or in vitro system • Usually involves a species comparison What is Metabolite Profiling?
  • 4. © 2010 MicroConstants, Inc. All Rights Reserved. Overview of Drug Metabolism • The major effect of drug metabolism by the body is to convert lipophilic compounds that favor absorption into hydrophilic compounds that favor excretion in the urine or bile. Xenobiotics (drugs, small organics) Water Soluble Metabolites Phase I Metabolism Even more Water Soluble Metabolites Phase II Metabolism Urine Bile Excretion Excretion
  • 5. © 2010 MicroConstants, Inc. All Rights Reserved. • Oxidation – Most common metabolic reaction – Most important Phase I reaction – Responsible for a broad array of transformations – Hydroxylation (M+16), dealkylation, epoxidation, etc. • Hydrolysis – Ester and amide bonds, epoxiedes, sulfates, glucuronides • Reduction – Carbonyls, nitro groups, N-oxide/sulfoxide Common Phase I Reactions
  • 6. © 2010 MicroConstants, Inc. All Rights Reserved. • Can happen to parent compound or Phase I metabolite – Cofactors are always involved – Can usually tell which atoms can be conjugated • Examples: – Glucuronidation (M+176) – Sulfation (M+80) – Glutathione conjugation (M+305, 307) – Methylation (M+14) – Amino acid conjugation (M+57; +107) Phase II Reactions
  • 8. © 2010 MicroConstants, Inc. All Rights Reserved. • Identify the candidate’s metabolic pathway to understand the fate of the drug and metabolites – Toxic metabolites • Seek out pharmacologically active metabolites for patent protection • Help select species for toxicological studies – Avoid unique human metabolites • To save time and money! Why Do Metabolite Profiling?
  • 9. © 2010 MicroConstants, Inc. All Rights Reserved. • Definitive radiolabel ADME study – Expensive – Usually performed just before NDA • Cold compound profiling – Inexpensive – Performed early in discovery setting Methods for Metabolite Profiling
  • 11. © 2010 MicroConstants, Inc. All Rights Reserved. • Generate samples – Hepatocyte incubation – Plasma from dosed subjects • Develop analytical method • Analyze samples with QTof – Collect product ion spectra • Search all species for metabolites using MetaboLynx • Program QuanLynx with all metabolites • Report peak heights for all species • Draw hypothetical structures based on accurate mass Overview of Profiling Work
  • 12. © 2010 MicroConstants, Inc. All Rights Reserved. • Uses Waters Acquity UPLC system – Excellent gradient control and solvent mixing – Minimal dead volume – Reproducible retention times • Small particle size columns – High theoretical plates – Better separation of regioisomers • 15 minute gradient • Includes in-line photodiode array Analytical Method Highlights Hydroxylated Metabolites of Client Compound 6.5 7.0 7.5 8.0 8.5 7.37 366 a 6.94 1.21 19 7.79
  • 13. © 2010 MicroConstants, Inc. All Rights Reserved. Analytical Method Highlights (cont.) Data table emphasizing the importance of using high resolution chromatography with very reproducible retention times Notice the baseline resolution of isobaric regioisomers! mDa PPM From Parent Parent 350.1416 7.99 Client compound C19H16FN5O 350.1417 -0.1 -0.3 -0.0001 M4 366.1364 6.93 Hydroxylation C19H16FN5O2 366.1366 -0.2 -0.6 15.9948 M5 366.1367 7.37 Hydroxylation C19H16FN5O2 366.1366 0.1 0.3 15.9950 M6 366.1377 7.79 Hydroxylation C19H16FN5O2 366.1366 1.1 3.0 15.9960 M7 366.1368 7.88 Hydroxylation C19H16FN5O2 366.1366 0.2 0.5 15.9951 M8 366.1375 8.18 Hydroxylation C19H16FN5O2 366.1366 0.9 2.5 15.9958 M9 366.1333 8.42 Hydroxylation C19H16FN5O2 366.1366 -3.3 -9.0 15.9916 Molecular Formula Theoretical m/z Mass Difference Name Found m/z TR, min Assigned Identity
  • 14. © 2010 MicroConstants, Inc. All Rights Reserved. Importance of Accurate Mass Data table emphasizing the need for accurate mass to assign identities to metabolites Accurate mass was needed to tell the difference between different possible metabolites with the same nominal mass shift mDa PPM From Parent Parent 350.142 7.99 Client compound C19H16FN5O 350.1417 -0.1 -0.3 -0.0001 M3 364.126 8.82 Hydroxylation + Desaturation? C19H14FN5O2 364.1210 4.5 12.5 13.9838 Methylation - definitely not C20H18FN5O 364.1574 -31.9 87.6 14.0157 M15 526.173 6.95 Glucuronide conjugation C25H24FN5O7 526.1738 -0.6 -1.1 176.0315 M16 526.165 7.16 Epoxidation + Glutathione - Glutamic acid + Dehydration C24H24FN7O4S 526.1673 -2.0 -3.8 176.0237 Glucuronide conjugation - not likely C25H24FN5O7 526.1738 -8.5 -16.2 M17 526.173 7.59 Glucuronide conjugation C25H24FN5O7 526.1738 -0.6 -1.1 176.0315 M18 526.172 7.78 Glucuronide conjugation C25H24FN5O7 526.1738 -2.2 -4.1 176.0299 Molecular Formula Theoretical m/z Mass Difference Name Found m/z TR, min Assigned Identity
  • 15. © 2010 MicroConstants, Inc. All Rights Reserved. • Powerful software for visualizing full scan data sets and identifying metabolites – Structure-based metabolite search – Lists both expected and unexpected metabolites – Includes dealkylation tool for generating multiple base structures for the search – Visualize chromatograms of both analyte and control – Generates fragment ion trees using MSE data – Permits easy viewing of product ion spectra MetaboLynx XS Features
  • 16. © 2010 MicroConstants, Inc. All Rights Reserved. MetaboLynx XS Screen Shot
  • 17. © 2010 MicroConstants, Inc. All Rights Reserved. MetaboLynx XS Screen Shot
  • 18. © 2010 MicroConstants, Inc. All Rights Reserved. Example of Metabolite Profiling Data M1 M2 Parent M3 M5 M6 M7 M14 M17 Rat 0 0 10 15,600 0 10 0 0 0 2 0.5 0 21 13,100 6 436 196 0 0 242 1 0 38 12,000 10 655 368 0 3 469 2 0 76 9,880 13 921 717 0 2 850 4 0 138 5,190 16 1,100 1,160 0 5 1,380 Dog 0 0 0 12,100 0 2 0 0 0 0 0.5 5 0 12,200 0 91 0 22 5 7 1 12 3 9,440 0 161 0 26 29 50 2 22 7 6,580 0 229 0 17 53 213 4 40 7 4,140 0 314 0 8 91 674 Monkey 0 0 7 14,800 0 1 0 0 0 0 0.5 0 11 13,600 0 218 196 2 5 13 1 0 12 11,400 1 305 476 3 8 24 2 0 14 9,520 2 419 1,010 3 6 74 4 0 20 6,710 0 460 1,830 0 12 187 Human 0 0 6 14,600 0 3 0 0 5 0 0.5 0 25 11,900 0 224 464 0 178 31 1 0 31 8,980 0 322 952 0 689 76 2 0 30 5,660 0 377 1,790 0 1,020 161 4 0 48 3,200 0 297 2,390 0 2,780 289 m/z 337.11 338.14 350.14 364.13 366.14 366.14 366.14 446.10 526.17 TR (min) 6.83 9.47 7.99 8.82 7.37 7.79 7.88 8.22 7.59 Species Time, h Peak Height
  • 19. © 2010 MicroConstants, Inc. All Rights Reserved. • Metabolite profiling is a vital part of drug development • Accurate mass spectrometry is a powerful tool – Metabolite identification – Proposing structures • Empowers metabolism experts to be better experts! Summary