Quantitative analysis of tyrosine phosphorylation from FFPE tissues reveals patient-specific signaling networks

Human tissue samples commonly preserved as formalin-fixed paraffin-embedded (FFPE) tissues after diagnostic or surgical procedures in the clinic represent an invaluable source of clinical specimens for in-depth characterization of signaling networks to assess therapeutic options. Tyrosine phosphoryl...

Full description

Bibliographic Details
Main Authors: Kohale, Ishwar N, Burgenske, Danielle M, Mladek, Ann C, Bakken, Katrina K, Kuang, Jenevieve, Boughey, Judy C, Wang, Liewei, Carter, Jodi M, Haura, Eric B, Goetz, Matthew P, Sarkaria, Jann N, White, Forest M
Other Authors: Massachusetts Institute of Technology. Department of Biological Engineering
Format: Article
Language:English
Published: American Association for Cancer Research (AACR) 2021
Online Access:https://hdl.handle.net/1721.1/135653
_version_ 1811079565257211904
author Kohale, Ishwar N
Burgenske, Danielle M
Mladek, Ann C
Bakken, Katrina K
Kuang, Jenevieve
Boughey, Judy C
Wang, Liewei
Carter, Jodi M
Haura, Eric B
Goetz, Matthew P
Sarkaria, Jann N
White, Forest M
author2 Massachusetts Institute of Technology. Department of Biological Engineering
author_facet Massachusetts Institute of Technology. Department of Biological Engineering
Kohale, Ishwar N
Burgenske, Danielle M
Mladek, Ann C
Bakken, Katrina K
Kuang, Jenevieve
Boughey, Judy C
Wang, Liewei
Carter, Jodi M
Haura, Eric B
Goetz, Matthew P
Sarkaria, Jann N
White, Forest M
author_sort Kohale, Ishwar N
collection MIT
description Human tissue samples commonly preserved as formalin-fixed paraffin-embedded (FFPE) tissues after diagnostic or surgical procedures in the clinic represent an invaluable source of clinical specimens for in-depth characterization of signaling networks to assess therapeutic options. Tyrosine phosphorylation (pTyr) plays a fundamental role in cellular processes and is commonly dysregulated in cancer but has not been studied to date in FFPE samples. In addition, pTyr analysis that may otherwise inform therapeutic interventions for patients has been limited by the requirement for large amounts of frozen tissue. Here we describe a method for highly sensitive, quantitative analysis of pTyr signaling networks, with hundreds of sites quantified from one to two 10-μm sections of FFPE tissue specimens. A combination of optimized magnetic bead-based sample processing, optimized pTyr enrichment strategies, and tandem mass tag multiplexing enabled in-depth coverage of pTyr signaling networks from small amounts of input material. Phosphotyrosine profiles of flash-frozen and FFPE tissues derived from the same tumors suggested that FFPE tissues preserve pTyr signaling characteristics in patient-derived xenografts and archived clinical specimens. pTyr analysis of FFPE tissue sections from breast cancer tumors as well as lung cancer tumors highlighted patient-specific oncogenic driving kinases, indicating potential targeted therapies for each patient. These data suggest the capability for direct translational insight from pTyr analysis of small amounts of FFPE tumor tissue specimens. SIGNIFICANCE: This study reports a highly sensitive method utilizing FFPE tissues to identify dysregulated signaling networks in patient tumors, opening the door for direct translational insights from FFPE tumor tissue banks in hospitals.
first_indexed 2024-09-23T11:17:02Z
format Article
id mit-1721.1/135653
institution Massachusetts Institute of Technology
language English
last_indexed 2024-09-23T11:17:02Z
publishDate 2021
publisher American Association for Cancer Research (AACR)
record_format dspace
spelling mit-1721.1/1356532023-09-15T18:41:17Z Quantitative analysis of tyrosine phosphorylation from FFPE tissues reveals patient-specific signaling networks Kohale, Ishwar N Burgenske, Danielle M Mladek, Ann C Bakken, Katrina K Kuang, Jenevieve Boughey, Judy C Wang, Liewei Carter, Jodi M Haura, Eric B Goetz, Matthew P Sarkaria, Jann N White, Forest M Massachusetts Institute of Technology. Department of Biological Engineering Koch Institute for Integrative Cancer Research at MIT Center for Precision Cancer Medicine Human tissue samples commonly preserved as formalin-fixed paraffin-embedded (FFPE) tissues after diagnostic or surgical procedures in the clinic represent an invaluable source of clinical specimens for in-depth characterization of signaling networks to assess therapeutic options. Tyrosine phosphorylation (pTyr) plays a fundamental role in cellular processes and is commonly dysregulated in cancer but has not been studied to date in FFPE samples. In addition, pTyr analysis that may otherwise inform therapeutic interventions for patients has been limited by the requirement for large amounts of frozen tissue. Here we describe a method for highly sensitive, quantitative analysis of pTyr signaling networks, with hundreds of sites quantified from one to two 10-μm sections of FFPE tissue specimens. A combination of optimized magnetic bead-based sample processing, optimized pTyr enrichment strategies, and tandem mass tag multiplexing enabled in-depth coverage of pTyr signaling networks from small amounts of input material. Phosphotyrosine profiles of flash-frozen and FFPE tissues derived from the same tumors suggested that FFPE tissues preserve pTyr signaling characteristics in patient-derived xenografts and archived clinical specimens. pTyr analysis of FFPE tissue sections from breast cancer tumors as well as lung cancer tumors highlighted patient-specific oncogenic driving kinases, indicating potential targeted therapies for each patient. These data suggest the capability for direct translational insight from pTyr analysis of small amounts of FFPE tumor tissue specimens. SIGNIFICANCE: This study reports a highly sensitive method utilizing FFPE tissues to identify dysregulated signaling networks in patient tumors, opening the door for direct translational insights from FFPE tumor tissue banks in hospitals. 2021-10-27T20:24:29Z 2021-10-27T20:24:29Z 2021 2021-09-10T17:53:05Z Article http://purl.org/eprint/type/JournalArticle https://hdl.handle.net/1721.1/135653 en 10.1158/0008-5472.can-21-0214 Cancer Research Creative Commons Attribution-Noncommercial-Share Alike http://creativecommons.org/licenses/by-nc-sa/4.0/ application/pdf American Association for Cancer Research (AACR) PMC
spellingShingle Kohale, Ishwar N
Burgenske, Danielle M
Mladek, Ann C
Bakken, Katrina K
Kuang, Jenevieve
Boughey, Judy C
Wang, Liewei
Carter, Jodi M
Haura, Eric B
Goetz, Matthew P
Sarkaria, Jann N
White, Forest M
Quantitative analysis of tyrosine phosphorylation from FFPE tissues reveals patient-specific signaling networks
title Quantitative analysis of tyrosine phosphorylation from FFPE tissues reveals patient-specific signaling networks
title_full Quantitative analysis of tyrosine phosphorylation from FFPE tissues reveals patient-specific signaling networks
title_fullStr Quantitative analysis of tyrosine phosphorylation from FFPE tissues reveals patient-specific signaling networks
title_full_unstemmed Quantitative analysis of tyrosine phosphorylation from FFPE tissues reveals patient-specific signaling networks
title_short Quantitative analysis of tyrosine phosphorylation from FFPE tissues reveals patient-specific signaling networks
title_sort quantitative analysis of tyrosine phosphorylation from ffpe tissues reveals patient specific signaling networks
url https://hdl.handle.net/1721.1/135653
work_keys_str_mv AT kohaleishwarn quantitativeanalysisoftyrosinephosphorylationfromffpetissuesrevealspatientspecificsignalingnetworks
AT burgenskedaniellem quantitativeanalysisoftyrosinephosphorylationfromffpetissuesrevealspatientspecificsignalingnetworks
AT mladekannc quantitativeanalysisoftyrosinephosphorylationfromffpetissuesrevealspatientspecificsignalingnetworks
AT bakkenkatrinak quantitativeanalysisoftyrosinephosphorylationfromffpetissuesrevealspatientspecificsignalingnetworks
AT kuangjenevieve quantitativeanalysisoftyrosinephosphorylationfromffpetissuesrevealspatientspecificsignalingnetworks
AT bougheyjudyc quantitativeanalysisoftyrosinephosphorylationfromffpetissuesrevealspatientspecificsignalingnetworks
AT wangliewei quantitativeanalysisoftyrosinephosphorylationfromffpetissuesrevealspatientspecificsignalingnetworks
AT carterjodim quantitativeanalysisoftyrosinephosphorylationfromffpetissuesrevealspatientspecificsignalingnetworks
AT hauraericb quantitativeanalysisoftyrosinephosphorylationfromffpetissuesrevealspatientspecificsignalingnetworks
AT goetzmatthewp quantitativeanalysisoftyrosinephosphorylationfromffpetissuesrevealspatientspecificsignalingnetworks
AT sarkariajannn quantitativeanalysisoftyrosinephosphorylationfromffpetissuesrevealspatientspecificsignalingnetworks
AT whiteforestm quantitativeanalysisoftyrosinephosphorylationfromffpetissuesrevealspatientspecificsignalingnetworks