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Title: Residual tissue repositories as a resource for population-based cancer proteomic studies

Journal Article · · Clinical Proteomics

Background: Mass spectrometry-based proteomics has become a powerful tool for the identification and quantification of proteins from a wide variety of biological specimens. To date, the majority of studies utilizing tissue samples have been carried out on prospectively collected fresh frozen or optimal cutting temperature (OCT) embedded specimens. However, such specimens are often difficult to obtain, in limited in supply, and clinical information and outcomes on patients are inherently delayed as compared to banked samples. Annotated formalin fixed, paraffin embedded (FFPE) tumor tissue specimens are available for research use from a variety of tissue banks, such as from the surveillance, epidemiology and end results (SEER) registries’ residual tissue repositories. Given the wealth of outcomes information associated with such samples, the reuse of archived FFPE blocks for deep proteomic characterization with mass spectrometry technologies would provide a valuable resource for population-based cancer studies. Further, due to the widespread availability of FFPE specimens, validation of specimen integrity opens the possibility for thousands of studies that can be conducted worldwide. Methods: To examine the suitability of the SEER repository tissues for proteomic and phosphoproteomic analysis, we analyzed 60 SEER patient samples, with time in storage ranging from 7 to 32 years; 60 samples with expression proteomics and 18 with phosphoproteomics, using isobaric labeling. Linear modeling and gene set enrichment analysis was used to evaluate the impacts of collection site and storage time. Results: All samples, regardless of age, yielded suitable protein mass after extraction for expression analysis and 18 samples yielded sufficient mass for phosphopeptide analysis. Although peptide, protein, and phosphopeptide identifications were reduced by 50, 20 and 76% respectively, from comparable OCT specimens, we found no statistically significant differences in protein quantitation correlating with collection site or specimen age. GSEA analysis of GOterm level measurements of protein abundance differences between FFPE and OCT embedded specimens suggest that the formalin fixation process may alter representation of protein categories in the resulting dataset. Conclusions: These studies demonstrate that residual FFPE tissue specimens, of varying age and collection site, are a promising source of protein for proteomic investigations if paired with rigorously verified mass spectrometry workflows.

Research Organization:
Pacific Northwest National Laboratory (PNNL), Richland, WA (United States). Environmental Molecular Sciences Laboratory (EMSL)
Sponsoring Organization:
USDOE; National Institutes of Health (NIH); National Cancer Institute Clinical Proteomic Tumor Analysis Consortium (CPTAC)
Grant/Contract Number:
AC05-76RL01830; U24CA160019; U24CA210955
OSTI ID:
1503586
Report Number(s):
PNNL-SA-130920
Journal Information:
Clinical Proteomics, Vol. 15, Issue 1; ISSN 1542-6416
Publisher:
BioMed CentralCopyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 33 works
Citation information provided by
Web of Science

References (47)

Complete solubilization of formalin-fixed, paraffin-embedded tissue may improve proteomic studies journal March 2013
Magnetic Bead Processor for Rapid Evaluation and Optimization of Parameters for Phosphopeptide Enrichment journal June 2009
Efficient extraction of proteins from formalin-fixed paraffin-embedded tissues requires higher concentration of tris(hydroxymethyl)aminomethane journal January 2014
Molecular profiling of signalling pathways in formalin-fixed and paraffin-embedded cancer tissues journal January 2010
Robustness of Next Generation Sequencing on Older Formalin-Fixed Paraffin-Embedded Tissue journal July 2015
Proteomic analysis of formalin-fixed paraffin-embedded colorectal cancer tissue using tandem mass tag protein labeling journal January 2013
Fast gene set enrichment analysis preprint February 2019
DeconMSn: a software tool for accurate parent ion monoisotopic mass determination for tandem mass spectra journal February 2008
DtaRefinery, a Software Tool for Elimination of Systematic Errors from Parent Ion Mass Measurements in Tandem Mass Spectra Data Sets journal December 2009
High Recovery FASP Applied to the Proteomic Analysis of Microdissected Formalin Fixed Paraffin Embedded Cancer Tissues Retrieves Known Colon Cancer Markers journal July 2011
Gene set enrichment analysis: A knowledge-based approach for interpreting genome-wide expression profiles journal September 2005
Tau-Tubulin Kinase 1 Expression, Phosphorylation and Co-Localization with Phospho-Ser422 Tau in the Alzheimer's Disease Brain: TTBK1 in Alzheimer's Disease Brain journal November 2012
Proteomic analysis of formalin-fixed paraffin-embedded renal tissue samples by label-free MS: Assessment of overall technical variability and the impact of block age journal March 2013
Hallmarks of Cancer: The Next Generation journal March 2011
Toward deciphering proteomes of formalin-fixed paraffin-embedded (FFPE) tissues journal April 2012
Extraction of Phosphorylated Proteins from Formalin-Fixed Cancer Cells and Tissues journal April 2008
Mining the archival formalin-fixed paraffin-embedded tissue proteome: opportunities and challenges journal January 2008
MASIC: A software program for fast quantitation and flexible visualization of chromatographic profiles from detected LC–MS(/MS) features journal June 2008
Optimized Protocol for Quantitative Multiple Reaction Monitoring-Based Proteomic Analysis of Formalin-Fixed, Paraffin-Embedded Tissues journal July 2016
The status of phosphorylated p38 in esophageal squamous cell carcinoma journal December 2011
Applications of mass spectrometry for quantitative protein analysis in formalin-fixed paraffin-embedded tissues journal March 2014
Proteome, Phosphoproteome, and N-Glycoproteome Are Quantitatively Preserved in Formalin-Fixed Paraffin-Embedded Tissue and Analyzable by High-Resolution Mass Spectrometry journal July 2010
Setting proteins free: Progresses and achievements in proteomics of formalin-fixed, paraffin-embedded tissues journal December 2011
Protein phosphorylation analysis in archival clinical cancer samples by shotgun and targeted proteomics approaches journal January 2011
limma powers differential expression analyses for RNA-sequencing and microarray studies journal January 2015
Integrated Proteogenomic Characterization of Human High-Grade Serous Ovarian Cancer journal July 2016
A Review of Preanalytical Factors Affecting Molecular, Protein, and Morphological Analysis of Formalin-Fixed, Paraffin-Embedded (FFPE) Tissue: How Well Do You Know Your FFPE Specimen? journal November 2014
Antibody-free, targeted mass-spectrometric approach for quantification of proteins at low picogram per milliliter levels in human plasma/serum journal September 2012
Identification of Formaldehyde-induced Modifications in Proteins: REACTIONS WITH MODEL PEPTIDES journal November 2003
Proteomic Profiling of Paraffin-Embedded Samples Identifies Metaplasia-Specific and Early-Stage Gastric Cancer Biomarkers journal November 2012
Impact of pre-analytical factors on the proteomic analysis of formalin-fixed paraffin-embedded tissue journal March 2013
A novel xylene-free deparaffinization method for the extraction of proteins from human derived formalin-fixed paraffin embedded (FFPE) archival tissue blocks journal January 2014
Comparison of two FFPE preparation methods using label-free shotgun proteomics: Application to tissues of diverticulitis patients journal January 2015
Quantitative Proteomic Analysis of Formalin-fixed and Paraffin-embedded Nasopharyngeal Carcinoma Using iTRAQ Labeling, Two-dimensional Liquid Chromatography, and Tandem Mass Spectrometry journal February 2010
Bioconductor: open software development for computational biology and bioinformatics journal September 2004
Tissues from population-based cancer registries: a novel approach to increasing research potential journal July 2005
Reversed-phase chromatography with multiple fraction concatenation strategy for proteome profiling of human MCF10A cells journal April 2011
MS-GF+ makes progress towards a universal database search tool for proteomics journal October 2014
An integrative analysis of the age-associated multi-omic landscape across cancers journal April 2021
Staging the Tumor and Staging the Host: Pretreatment Combined Neutrophil Lymphocyte Ratio and Modified Glasgow Prognostic Score Is Associated with Overall Survival in Patients with Esophagogastric Cancers Undergoing Treatment with Curative Intent journal September 2020
Efficient extraction of proteins from formalin-fixed paraffin-embedded tissues requires higher concentration of tris(hydroxymethyl)aminomethane text January 2014
limma powers differential expression analyses for RNA-sequencing and microarray studies text January 2015
Deficiency of Wiskott–Aldrich syndrome protein has opposing effect on the pro-oncogenic pathway activation in nonmalignant versus malignant lymphocytes journal November 2020
Mir34a constrains pancreatic carcinogenesis journal June 2020
Bioconductor : open software development for computational biology and bioinformatics text January 2004
Biosafe alternative to xylene: A comparative study journal January 2013
Mining Formalin-Fixed, Paraffin-Embedded Tissues: A Wealth of Knowledge or Fool's Gold? journal November 2014

Cited By (6)

High‐throughput proteomic analysis of FFPE tissue samples facilitates tumor stratification journal September 2019
Tissue and plasma proteomics for early stage cancer detection journal January 2018
Update on proteomic studies of formalin-fixed paraffin-embedded tissues journal January 2019
Quantitative proteomic analysis of prostate tissue specimens identifies deregulated protein complexes in primary prostate cancer journal April 2019
Robustness of RNA sequencing on older formalin-fixed paraffin-embedded tissue from high-grade ovarian serous adenocarcinomas journal May 2019
High-throughput proteomic analysis of FFPE tissue samples facilitates tumor stratification text January 2019


Figures / Tables (6)