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Humphries EM, Loudon C, Craft GE, Hains PG, Robinson PJ. Quantitative Comparison of Deparaffinization, Rehydration, and Extraction Methods for FFPE Tissue Proteomics and Phosphoproteomics. Anal Chem 2024; 96:13358-13370. [PMID: 39102789 DOI: 10.1021/acs.analchem.3c04479] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/07/2024]
Abstract
Formalin-fixed paraffin-embedded (FFPE) tissues are suitable for proteomic and phosphoproteomic biomarker studies by data-independent acquisition mass spectrometry. The choice of the sample preparation method influences the number, intensity, and reproducibility of identifications. By comparing four deparaffinization and rehydration methods, including heptane, histolene, SubX, and xylene, we found that heptane and methanol produced the lowest coefficients of variation (CVs). Using this, five extraction methods from the literature were modified and evaluated for their performance using kidney, leg muscle, lung, and testicular rat organs. All methods performed well, except for SP3 due to insufficient tissue lysis. Heat n' Beat was the fastest and most reproducible method with the highest digestion efficiency and lowest CVs. S-Trap produced the highest peptide yield, while TFE produced the best phosphopeptide enrichment efficiency. The quantitation of FFPE-derived peptides remains an ongoing challenge with bias in UV and fluorescence assays across methods, most notably in SPEED. Functional enrichment analysis demonstrated that each method favored extracting some gene ontology cellular components over others including chromosome, cytoplasmic, cytoskeleton, endoplasmic reticulum, membrane, mitochondrion, and nucleoplasm protein groups. The outcome is a set of recommendations for choosing the most appropriate method for different settings.
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Affiliation(s)
- Erin M Humphries
- ProCan, Children's Medical Research Institute, Faculty of Medicine and Health, The University of Sydney, Westmead, New South Wales 2145, Australia
| | - Clare Loudon
- ProCan, Children's Medical Research Institute, Faculty of Medicine and Health, The University of Sydney, Westmead, New South Wales 2145, Australia
| | - George E Craft
- ProCan, Children's Medical Research Institute, Faculty of Medicine and Health, The University of Sydney, Westmead, New South Wales 2145, Australia
| | - Peter G Hains
- ProCan, Children's Medical Research Institute, Faculty of Medicine and Health, The University of Sydney, Westmead, New South Wales 2145, Australia
| | - Phillip J Robinson
- ProCan, Children's Medical Research Institute, Faculty of Medicine and Health, The University of Sydney, Westmead, New South Wales 2145, Australia
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2
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Morderer D, Wren MC, Liu F, Kouri N, Maistrenko A, Khalil B, Pobitzer N, Salemi M, Phinney BS, Dickson DW, Murray ME, Rossoll W. Probe-dependent Proximity Profiling (ProPPr) Uncovers Similarities and Differences in Phospho-Tau-Associated Proteomes Between Tauopathies. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.03.25.585597. [PMID: 38585836 PMCID: PMC10996607 DOI: 10.1101/2024.03.25.585597] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/09/2024]
Abstract
Tauopathies represent a diverse group of neurodegenerative disorders characterized by the abnormal aggregation of the microtubule-associated protein tau. Despite extensive research, the precise mechanisms underlying the complexity of different types of tau pathology remain incompletely understood. Here we describe an approach for proteomic profiling of aggregate-associated proteomes on slides with formalin-fixed, paraffin-embedded (FFPE) tissue that utilizes proximity labelling upon high preservation of aggregate morphology, which permits the profiling of pathological aggregates regardless of their size. To comprehensively investigate the common and unique protein interactors associated with the variety of tau lesions present across different human tauopathies, Alzheimer's disease (AD), corticobasal degeneration (CBD), Pick's disease (PiD), and progressive supranuclear palsy (PSP), were selected to represent the major tauopathy diseases. Implementation of our widely applicable Probe-dependent Proximity Profiling (ProPPr) strategy, using the AT8 antibody, permitted identification and quantification of proteins associated with phospho-tau lesions in well-characterized human post-mortem tissue. The analysis revealed both common and disease-specific proteins associated with phospho-tau aggregates, highlighting potential targets for therapeutic intervention and biomarker development. Candidate validation through high-resolution co-immunofluorescence of distinct aggregates across disease and control cases, confirmed the association of retromer complex protein VPS35 with phospho-tau lesions across the studied tauopathies. Furthermore, we discovered disease-specific associations of proteins including ferritin light chain (FTL) and the neuropeptide precursor VGF within distinct pathological lesions. Notably, examination of FTL-positive microglia in CBD astrocytic plaques indicate a potential role for microglial involvement in the pathogenesis of these tau lesions. Our findings provide valuable insights into the proteomic landscape of tauopathies, shedding light on the molecular mechanisms underlying tau pathology. This first comprehensive characterization of tau-associated proteomes across different tauopathies enhances our understanding of disease heterogeneity and provides a resource for future functional investigation, as well as development of targeted therapies and diagnostic biomarkers.
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Davidson JM, Rayner SL, Liu S, Cheng F, Di Ieva A, Chung RS, Lee A. Inter-Regional Proteomic Profiling of the Human Brain Using an Optimized Protein Extraction Method from Formalin-Fixed Tissue to Identify Signaling Pathways. Int J Mol Sci 2023; 24:ijms24054283. [PMID: 36901711 PMCID: PMC10001664 DOI: 10.3390/ijms24054283] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Revised: 02/16/2023] [Accepted: 02/19/2023] [Indexed: 02/24/2023] Open
Abstract
Proteomics offers vast potential for studying the molecular regulation of the human brain. Formalin fixation is a common method for preserving human tissue; however, it presents challenges for proteomic analysis. In this study, we compared the efficiency of two different protein-extraction buffers on three post-mortem, formalin-fixed human brains. Equal amounts of extracted proteins were subjected to in-gel tryptic digestion and LC-MS/MS. Protein, peptide sequence, and peptide group identifications; protein abundance; and gene ontology pathways were analyzed. Protein extraction was superior using lysis buffer containing tris(hydroxymethyl)aminomethane hydrochloride, sodium dodecyl sulfate, sodium deoxycholate, and Triton X-100 (TrisHCl, SDS, SDC, Triton X-100), which was then used for inter-regional analysis. Pre-frontal, motor, temporal, and occipital cortex tissues were analyzed by label free quantification (LFQ) proteomics, Ingenuity Pathway Analysis and PANTHERdb. Inter-regional analysis revealed differential enrichment of proteins. We found similarly activated cellular signaling pathways in different brain regions, suggesting commonalities in the molecular regulation of neuroanatomically-linked brain functions. Overall, we developed an optimized, robust, and efficient method for protein extraction from formalin-fixed human brain tissue for in-depth LFQ proteomics. We also demonstrate herein that this method is suitable for rapid and routine analysis to uncover molecular signaling pathways in the human brain.
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Affiliation(s)
- Jennilee M. Davidson
- Centre for Motor Neuron Disease Research, Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Level 1, 75 Talavera Road, Sydney, NSW 2109, Australia
- Correspondence: (J.M.D.); (A.D.I.)
| | - Stephanie L. Rayner
- Centre for Motor Neuron Disease Research, Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Level 1, 75 Talavera Road, Sydney, NSW 2109, Australia
| | - Sidong Liu
- Centre for Health Informatics, Faculty of Medicine, Health and Human Sciences, Macquarie University, 75 Talavera Road, Sydney, NSW 2109, Australia
- Computational NeuroSurgery (CNS) Lab, Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Level 1, 75 Talavera Road, Sydney, NSW 2109, Australia
| | - Flora Cheng
- Centre for Motor Neuron Disease Research, Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Level 1, 75 Talavera Road, Sydney, NSW 2109, Australia
| | - Antonio Di Ieva
- Computational NeuroSurgery (CNS) Lab, Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Level 1, 75 Talavera Road, Sydney, NSW 2109, Australia
- Correspondence: (J.M.D.); (A.D.I.)
| | - Roger S. Chung
- Centre for Motor Neuron Disease Research, Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Level 1, 75 Talavera Road, Sydney, NSW 2109, Australia
| | - Albert Lee
- Centre for Motor Neuron Disease Research, Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Level 1, 75 Talavera Road, Sydney, NSW 2109, Australia
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Schoffman H, Levin Y, Itzhaki-Alfia A, Tselekovits L, Gonen L, Vainer GW, Hout-Siloni G, Barshack I, Cohen ZR, Margalit N, Shahar T. Comparison of matched formalin-fixed paraffin embedded and fresh frozen meningioma tissue reveals bias in proteomic profiles. Proteomics 2022; 22:e2200085. [PMID: 36098096 DOI: 10.1002/pmic.202200085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Revised: 08/26/2022] [Accepted: 08/26/2022] [Indexed: 12/29/2022]
Abstract
Tissue biopsies are most commonly archived in a paraffin block following tissue fixation with formaldehyde (FFPE) or as fresh frozen tissue (FFT). While both methods preserve biological samples, little is known about how they affect the quantifiable proteome. We performed a 'bottom-up' proteomic analysis (N = 20) of short and long-term archived FFPE surgical samples of human meningiomas and compared them to matched FFT specimens. FFT facilitated a similar number of proteins assigned by MetaMorpheus compared with matched FFPE specimens (5378 vs. 5338 proteins, respectively (p = 0.053), regardless of archival time. However, marked differences in the proteome composition were apparent between FFPE and FFT specimens. Twenty-three percent of FFPE-derived peptides and 8% of FFT-derived peptides contained at least one chemical modification. Methylation and formylation were most prominent in FFPE-derived peptides (36% and 17% of modified FFPE peptides, respectively) while, most of phosphorylation and iron modifications appeared in FFT-derived peptides (p < 0.001). A mean 14% (± 2.9) of peptides identified in FFPE contained at least one modified Lysine residue. Importantly, larger proteins were significantly overrepresented in FFT specimens, while FFPE specimens were enriched with smaller proteins.
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Affiliation(s)
- Hanan Schoffman
- Laboratory of Molecular Neuro Oncology, Neurosurgery Department, Shaare Zedek Medical Center, Jerusalem, Israel
| | - Yishai Levin
- de Botton Institute for Protein Profiling, The Nancy and Stephen Grand Israel National Center for Personalized Medicine, Weizmann Institute of Science, Rehovot, Israel
| | | | - Lea Tselekovits
- Laboratory of Molecular Neuro Oncology, Neurosurgery Department, Shaare Zedek Medical Center, Jerusalem, Israel
| | - Lior Gonen
- Neurosurgery Department, Shaare Zedek Medical Center, Hebrew University Medical School, Jerusalem, Israel
| | - Gilad Wolf Vainer
- Department of Pathology, Hadassah Hebrew University Medical School, Jerusalem, Israel
| | - Goni Hout-Siloni
- Department of Pathology, Sheba Medical Center, Ramat Gan, Israel
| | - Iris Barshack
- Department of Pathology, Sheba Medical Center, Ramat Gan, Israel.,Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Zvi R Cohen
- Department of Neurosurgery, Sheba Medical Center, Ramat Gan, Israel.,Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Nevo Margalit
- Neurosurgery Department, Shaare Zedek Medical Center, Hebrew University Medical School, Jerusalem, Israel
| | - Tal Shahar
- Laboratory of Molecular Neuro Oncology, Neurosurgery Department, Shaare Zedek Medical Center, Jerusalem, Israel.,Neurosurgery Department, Shaare Zedek Medical Center, Hebrew University Medical School, Jerusalem, Israel
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Fahrner M, Bronsert P, Fichtner-Feigl S, Jud A, Schilling O. Proteome biology of primary colorectal carcinoma and corresponding liver metastases. Neoplasia 2021; 23:1240-1251. [PMID: 34768110 PMCID: PMC8591399 DOI: 10.1016/j.neo.2021.10.005] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Revised: 10/27/2021] [Accepted: 10/27/2021] [Indexed: 12/17/2022] Open
Abstract
Colorectal adenocarcinomas (CRC) are one of the most commonly diagnosed tumors worldwide. Colorectal adenocarcinomas primarily metastasize into the liver and (less often) into the peritoneum. Patients suffering from CRC-liver metastasis (CRC-LM) typically present with a dismal overall survival compared to non-metastasized CRC patients. The metastasis process and metastasis-promoting factors in patients with CRC are under intensive debate. However, CRC studies investigating the proteome biology are lacking. Formalin-fixed paraffin-embedded (FFPE) tissue specimens provide a valuable resource for comprehensive proteomic studies of a broad variety of clinical malignancies. The presented pilot study compares the proteome of primary CRC and patient-matched CRC-LM. The applied protocol allows a reproducible and straightforward identification and quantification of over 2,600 proteins within the dissected tumorous tissue. Subsequent unsupervised clustering reveals distinct proteome biologies of the primary CRC and the corresponding CRC-LM. Statistical analysis yields multiple differentially abundant proteins in either primary CRC or their corresponding liver metastases. A more detailed analysis of dysregulated biological processes suggests an active immune response in the liver metastases, including several proteins of the complement system. Proteins with structural roles, e.g. cytoskeleton organization or cell junction assembly appear to be less prominent in liver metastases as compared to primary CRC. Immunohistochemistry corroborates proteomic high expression levels of metabolic proteins in CRC-LM. We further assessed how the in vitro inhibition of two in CRC-LM enriched metabolic proteins affected cell proliferation and chemosensitivity. The presented proteomic investigation in a small clinical cohort promotes a more comprehensive understanding of the distinct proteome biology of primary CRC and their corresponding liver metastases.
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Affiliation(s)
- Matthias Fahrner
- Institute for Surgical Pathology, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Germany; Faculty of Biology, Albert-Ludwigs-University Freiburg, Freiburg, Germany; Spemann Graduate School of Biology and Medicine (SGBM), University of Freiburg
| | - Peter Bronsert
- Institute for Surgical Pathology, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Germany; Tumorbank Comprehensive Cancer Center Freiburg, Medical Center - University of Freiburg; Core Facility Histopathology and Digital Pathology Freiburg, Medical Center - University of Freiburg
| | - Stefan Fichtner-Feigl
- Department of General and Visceral Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Germany; German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Andreas Jud
- Department of General and Visceral Surgery, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Germany.
| | - Oliver Schilling
- Institute for Surgical Pathology, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Germany; German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany; BIOSS Centre for Biological Signaling Studies, University of Freiburg, D-79104 Freiburg, Germany
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6
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García-Vence M, Chantada-Vazquez MDP, Sosa-Fajardo A, Agra R, Barcia de la Iglesia A, Otero-Glez A, García-González M, Cameselle-Teijeiro JM, Nuñez C, Bravo JJ, Bravo SB. Protein Extraction From FFPE Kidney Tissue Samples: A Review of the Literature and Characterization of Techniques. Front Med (Lausanne) 2021; 8:657313. [PMID: 34055835 PMCID: PMC8158658 DOI: 10.3389/fmed.2021.657313] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Accepted: 04/01/2021] [Indexed: 12/15/2022] Open
Abstract
Most tissue biopsies from patients in hospital environments are formalin-fixed and paraffin-embedded (FFPE) for long-term storage. This fixation process produces a modification in the proteins called “crosslinks”, which improves protein stability necessary for their conservation. Currently, these samples are mainly used in clinical practice for performing immunohistochemical analysis, since these modifications do not suppose a drawback for this technique; however, crosslinks difficult the protein extraction process. Accordingly, these modifications make the development of a good protein extraction protocol necessary. Due to the specific characteristics of each tissue, the same extraction buffers or deparaffinization protocols are not equally effective in all cases. Therefore, it is necessary to obtain a specific protocol for each tissue. The present work aims to establish a deparaffinization and protein extraction protocol from FFPE kidney samples to obtain protein enough of high quality for the subsequent proteomic analysis. Different deparaffination, protocols and protein extraction buffers will be tested in FFPE kidney samples. The optimized conditions will be applied in the identification by LC-MS/MS analysis of proteins extracted from 5, 10, and 15 glomeruli obtained through the microdissection of FFPE renal samples.
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Affiliation(s)
- Maria García-Vence
- Proteomic Unit, Health Research Institute of Santiago de Compostela (IDIS), University Clinical Hospital of Santiago de Compostela (CHUS), Santiago de Compostela, Spain
| | - Maria Del Pilar Chantada-Vazquez
- Proteomic Unit, Health Research Institute of Santiago de Compostela (IDIS), University Clinical Hospital of Santiago de Compostela (CHUS), Santiago de Compostela, Spain.,Research Unit, Lucus Augusti University Hospital (HULA), Servizo Galego de Saúde (SERGAS), Lugo, Spain
| | - Ana Sosa-Fajardo
- Research Group of Industrial Microbiology and Food Biotechnology (IMDO), Vrije Universiteit, Brussels, Belgium
| | - Rebeca Agra
- Proteomic Unit, Health Research Institute of Santiago de Compostela (IDIS), University Clinical Hospital of Santiago de Compostela (CHUS), Santiago de Compostela, Spain
| | - Ana Barcia de la Iglesia
- Nephrology Laboratory, Health Research Institute of Santiago de Compostela (IDIS), University Clinical Hospital of Santiago de Compostela (CHUS), Santiago de Compostela, Spain
| | - Alfonso Otero-Glez
- Nephrology Service, University Clinical Hospital of Ourense (CHOU), Orense, Spain
| | - Miguel García-González
- Nephrology Laboratory, Health Research Institute of Santiago de Compostela (IDIS), University Clinical Hospital of Santiago de Compostela (CHUS), Santiago de Compostela, Spain
| | - José M Cameselle-Teijeiro
- Department of Pathology, Health Research Institute of Santiago de Compostela (IDIS), University Clinical Hospital of Santiago de Compostela (CHUS), Santiago de Compostela, Santiago, Spain
| | - Cristina Nuñez
- Research Unit, Lucus Augusti University Hospital (HULA), Servizo Galego de Saúde (SERGAS), Lugo, Spain
| | - Juan J Bravo
- Nephrology Service, University Clinical Hospital of Vigo (Alvaro Cunqueiro-CHUVI), Vigo, Spain
| | - Susana B Bravo
- Proteomic Unit, Health Research Institute of Santiago de Compostela (IDIS), University Clinical Hospital of Santiago de Compostela (CHUS), Santiago de Compostela, Spain
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7
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Davalieva K, Kiprijanovska S, Dimovski A, Rosoklija G, Dwork AJ. Comparative evaluation of two methods for LC-MS/MS proteomic analysis of formalin fixed and paraffin embedded tissues. J Proteomics 2021; 235:104117. [PMID: 33453434 DOI: 10.1016/j.jprot.2021.104117] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2020] [Revised: 01/05/2021] [Accepted: 01/05/2021] [Indexed: 10/22/2022]
Abstract
The proteomics of formalin-fixed, paraffin-embedded (FFPE) samples has advanced significantly during the last two decades, but there are many protocols and few studies comparing them directly. There is no consensus on the most effective protocol for shotgun proteomic analysis. We compared the in-solution digestion with RapiGest and Filter Aided Sample Preparation (FASP) of FFPE prostate tissues stored 7 years and mirroring fresh frozen samples, using two label-free data-independent LC-MS/MS acquisitions. RapiGest identified more proteins than FASP, with almost identical numbers of proteins from fresh and FFPE tissues and 69% overlap, good preservation of high-MW proteins, no bias regarding isoelectric point, and greater technical reproducibility. On the other hand, FASP yielded 20% fewer protein identifications in FFPE than in fresh tissue, with 64-69% overlap, depletion of proteins >70 kDa, lower efficiency in acidic and neutral range, and lower technical reproducibility. Both protocols showed highly similar subcellular compartments distribution, highly similar percentages of extracted unique peptides from FFPE and fresh tissues and high positive correlation between the absolute quantitation values of fresh and FFPE proteins. In conclusion, RapiGest extraction of FFPE tissues delivers a proteome that closely resembles the fresh frozen proteome and should be preferred over FASP in biomarker and quantification studies. SIGNIFICANCE: Here we analyzed the performance of two sample preparation methods for shotgun proteomic analysis of FFPE tissues to give a comprehensive overview of the obtained proteomes and the resemblance to its matching fresh frozen counterparts. These findings give us better understanding towards competent proteomics analysis of FFPE tissues. It is hoped that it will encourage further assessments of available protocols before establishing the most effective protocol for shotgun proteomic FFPE tissue analysis.
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Affiliation(s)
- Katarina Davalieva
- Research Centre for Genetic Engineering and Biotechnology "Georgi D Efremov", Macedonian Academy of Sciences and Arts, Krste Misirkov 2, 1000 Skopje, North Macedonia.
| | - Sanja Kiprijanovska
- Research Centre for Genetic Engineering and Biotechnology "Georgi D Efremov", Macedonian Academy of Sciences and Arts, Krste Misirkov 2, 1000 Skopje, North Macedonia
| | - Aleksandar Dimovski
- Research Centre for Genetic Engineering and Biotechnology "Georgi D Efremov", Macedonian Academy of Sciences and Arts, Krste Misirkov 2, 1000 Skopje, North Macedonia; Faculty of Pharmacy, University "St. Cyril and Methodius", 50ta Divizija 6, 1000 Skopje, North Macedonia
| | - Gorazd Rosoklija
- Department of Psychiatry, Columbia University, New York, USA; Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, 1051 Riverside Drive, Unit 42, New York, NY 10032, USA
| | - Andrew J Dwork
- Department of Psychiatry, Columbia University, New York, USA; Molecular Imaging and Neuropathology Division, New York State Psychiatric Institute, 1051 Riverside Drive, Unit 42, New York, NY 10032, USA; Department of Pathology and Cell Biology, Columbia University, New York, USA
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8
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Zheng N, Taylor K, Gu H, Santockyte R, Wang XT, McCarty J, Adelakun O, Zhang YJ, Pillutla R, Zeng J. Antipeptide Immunocapture with In-Sample Calibration Curve Strategy for Sensitive and Robust LC-MS/MS Bioanalysis of Clinical Protein Biomarkers in Formalin-Fixed Paraffin-Embedded Tumor Tissues. Anal Chem 2020; 92:14713-14722. [PMID: 33047598 DOI: 10.1021/acs.analchem.0c03271] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Despite huge promises, bioanalysis of protein biomarkers in formalin-fixed paraffin-embedded (FFPE) tissues by liquid chromatography-tandem mass spectrometry (LC-MS/MS) for clinical applications is still very challenging. Here, we describe a sensitive and robust LC-MS/MS assay to quantify clinical protein biomarkers in FFPE tumor sections using automated antipeptide antibody immunocapture followed by in-sample calibration curve (ISCC) strategy with multiple isotopologue reaction monitoring (MIRM) technique. ISCC approach with MIRM of stable isotopically labeled (SIL) peptides eliminated the need for authentic matrices for external calibration curves, overcame the matrix effects, and validated the quantification range in each individual sample. Specifically, after deparaffinization, rehydration, antigen retrieval, and homogenization, the protein analytes in FFPE tumor tissues were spiked with a known concentration of one SIL peptide for each analyte, followed by trypsin digestion and antipeptide immunocapture enrichment prior to MIRM-ISCC-based LC-MS/MS analysis. This approach has been successfully used for sensitive quantification of programmed cell death-1 (PD-1) and programmed cell death-ligand 1 (PD-L1) in 15 representative FFPE tumor samples from lung, colorectal, and head and neck cancer patients. Except for one sample, PD-L1 and PD-1 in all samples were quantifiable using this assay with concentrations of 27.85-798.43 (amol/μg protein) for PD-L1 and 16.96-129.89 (amol/μg protein) for PD-1. These results were generally in agreement with the immunohistochemistry (IHC) data but with some exceptions. This approach demonstrated the feasibility to quantify low abundant protein biomarkers in FFPE tissues with improved sensitivity, specificity, and robustness and showed great potential as an orthogonal analytical approach to IHC for clinical applications.
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Affiliation(s)
- Naiyu Zheng
- Department of Translational Medicine, Bristol Myers Squibb, Route 206 and Province Line Road, Princeton, New Jersey 08543, United States
| | - Kristin Taylor
- Department of Translational Medicine, Bristol Myers Squibb, Route 206 and Province Line Road, Princeton, New Jersey 08543, United States
| | - Huidong Gu
- Department of Translational Medicine, Bristol Myers Squibb, Route 206 and Province Line Road, Princeton, New Jersey 08543, United States
| | - Rasa Santockyte
- Department of Translational Medicine, Bristol Myers Squibb, Route 206 and Province Line Road, Princeton, New Jersey 08543, United States
| | - Xi-Tao Wang
- Department of Translational Medicine, Bristol Myers Squibb, Route 206 and Province Line Road, Princeton, New Jersey 08543, United States
| | - Jean McCarty
- Department of Translational Medicine, Bristol Myers Squibb, Route 206 and Province Line Road, Princeton, New Jersey 08543, United States
| | - Olufemi Adelakun
- Department of Translational Medicine, Bristol Myers Squibb, Route 206 and Province Line Road, Princeton, New Jersey 08543, United States
| | - Yan J Zhang
- Department of Translational Medicine, Bristol Myers Squibb, Route 206 and Province Line Road, Princeton, New Jersey 08543, United States
| | - Renuka Pillutla
- Department of Translational Medicine, Bristol Myers Squibb, Route 206 and Province Line Road, Princeton, New Jersey 08543, United States
| | - Jianing Zeng
- Department of Translational Medicine, Bristol Myers Squibb, Route 206 and Province Line Road, Princeton, New Jersey 08543, United States
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9
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Establishment and validation of highly accurate formalin-fixed paraffin-embedded quantitative proteomics by heat-compatible pressure cycling technology using phase-transfer surfactant and SWATH-MS. Sci Rep 2020; 10:11271. [PMID: 32647189 PMCID: PMC7347883 DOI: 10.1038/s41598-020-68245-2] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2020] [Accepted: 06/22/2020] [Indexed: 11/08/2022] Open
Abstract
The purpose of this study was to establish a quantitative proteomic method able to accurately quantify pathological changes in the protein expression levels of not only non-membrane proteins, but also membrane proteins, using formalin-fixed paraffin-embedded (FFPE) samples. Protein extraction from FFPE sections of mouse liver was increased 3.33-fold by pressure cycling technology (PCT) and reached the same level as protein extraction from frozen sections. After PCT-assisted processing of FFPE liver samples followed by SWATH-MS-based comprehensive quantification, the peak areas of 88.4% of peptides agreed with those from matched fresh samples within a 1.5-fold range. For membrane proteins, this percentage was remarkably increased from 49.1 to 93.8% by PCT. Compared to the conventional method using urea buffer, the present method using phase-transfer surfactant (PTS) buffer at 95 °C showed better agreement of peptide peak areas between FFPE and fresh samples. When our method using PCT and PTS buffer at 95 °C was applied to a bile duct ligation (BDL) disease model, the BDL/control expression ratios for 80.0% of peptides agreed within a 1.2-fold range between FFPE and fresh samples. This heat-compatible FFPE-PCT-SWATH proteomics technology using PTS is suitable for quantitative studies of pathological molecular mechanisms and biomarker discovery utilizing widely available FFPE samples.
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10
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Achour B, Al-Majdoub ZM, Rostami-Hodjegan A, Barber J. Mass Spectrometry of Human Transporters. ANNUAL REVIEW OF ANALYTICAL CHEMISTRY (PALO ALTO, CALIF.) 2020; 13:223-247. [PMID: 32084322 DOI: 10.1146/annurev-anchem-091719-024553] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Transporters are key to understanding how an individual will respond to a particular dose of a drug. Two patients with similar systemic concentrations may have quite different local concentrations of a drug at the required site. The transporter profile of any individual depends upon a variety of genetic and environmental factors, including genotype, age, and diet status. Robust models (virtual patients) are therefore required and these models are data hungry. Necessary data include quantitative transporter profiles at the relevant organ. Liquid chromatography with tandem mass spectrometry (LC-MS/MS) is currently the most powerful method available for obtaining this information. Challenges include sourcing the tissue, isolating the hydrophobic membrane-embedded transporter proteins, preparing the samples for MS (including proteolytic digestion), choosing appropriate quantification methodology, and optimizing the LC-MS/MS conditions. Great progress has been made with all of these, especially within the last few years, and is discussed here.
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Affiliation(s)
- Brahim Achour
- Centre for Applied Pharmacokinetic Research, School of Health Sciences, University of Manchester, Manchester M13 9PT, United Kingdom;
| | - Zubida M Al-Majdoub
- Centre for Applied Pharmacokinetic Research, School of Health Sciences, University of Manchester, Manchester M13 9PT, United Kingdom;
| | - Amin Rostami-Hodjegan
- Centre for Applied Pharmacokinetic Research, School of Health Sciences, University of Manchester, Manchester M13 9PT, United Kingdom;
- Certara, Princeton, New Jersey 08540, USA
| | - Jill Barber
- Centre for Applied Pharmacokinetic Research, School of Health Sciences, University of Manchester, Manchester M13 9PT, United Kingdom;
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11
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Song L, Fang F, Liu P, Zeng G, Liu H, Zhao Y, Xie X, Tseng G, Randhawa P, Xiao K. Quantitative Proteomics for Monitoring Renal Transplant Injury. Proteomics Clin Appl 2020; 14:e1900036. [PMID: 31999393 DOI: 10.1002/prca.201900036] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2019] [Revised: 12/25/2019] [Indexed: 12/15/2022]
Abstract
PURPOSE This study is aimed at developing a molecular diagnostics platform to enhance the interpretation of renal allograft biopsies using quantitative proteomic profiling of formalin-fixed and paraffin-embedded (FFPE) specimens. EXPERIMENTAL DESIGN A quantitative proteomics platform composed of 1) an optimized FFPE protein sample preparation method, 2) a tandem mass tag TMT10-plex-based proteomic workflow, and 3) a systematic statistical analysis pipeline to reveal differentially expressed proteins has been developed. This platform is then tested on a small sample set (five samples per phenotype) to reveal proteomic signatures that can differentiate T-cell mediated rejection (TCMR) and polyomavirus BK nephropathy (BKPyVN) from healthy functionally stable kidney tissue (STA). RESULTS Among 2798 quantified proteins, the expression levels of 740 BKPyVN and 638 TCMR associated proteins are significantly changed compared to STA specimens. Principal component analysis demonstrated good segregation of all three phenotypes investigated. Protein detection and quantitation are highly reproducible: replicate comparative analyses demonstrated 71-84% overlap of detected proteins, and the coefficient of variation for protein measurements is <15% in triplicate liquid chromatography-tandem mass spectrometry runs. CONCLUSIONS AND CLINICAL RELEVANCE Quantitative proteomics can be applied to archived FFPE specimens to differentiate different causes of renal allograft injury.
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Affiliation(s)
- Lei Song
- Department of Pharmacology and Chemical Biology, University of Pittsburgh, Pittsburgh, PA, 15261, USA.,Department of Urological Organ Transplantation, The Second Xiangya Hospital, Central-South University, Changsha, Hunan, China
| | - Fei Fang
- Department of Pharmacology and Chemical Biology, University of Pittsburgh, Pittsburgh, PA, 15261, USA
| | - Peng Liu
- Department of Biostatistics, University of Pittsburgh, Pittsburgh, PA, 15261, USA
| | - Gang Zeng
- Department of Pathology, The Thomas E. Starzl Transplantation Institute, University of Pittsburgh, Pittsburgh, PA, 15261, USA
| | - Hongda Liu
- Department of Pharmacology and Chemical Biology, University of Pittsburgh, Pittsburgh, PA, 15261, USA
| | - Yang Zhao
- Department of Pharmacology and Chemical Biology, University of Pittsburgh, Pittsburgh, PA, 15261, USA
| | - Xubiao Xie
- Department of Urological Organ Transplantation, The Second Xiangya Hospital, Central-South University, Changsha, Hunan, China
| | - George Tseng
- Department of Biostatistics, University of Pittsburgh, Pittsburgh, PA, 15261, USA
| | - Parmjeet Randhawa
- Department of Pathology, The Thomas E. Starzl Transplantation Institute, University of Pittsburgh, Pittsburgh, PA, 15261, USA
| | - Kunhong Xiao
- Department of Pharmacology and Chemical Biology, University of Pittsburgh, Pittsburgh, PA, 15261, USA.,Vascular Medicine Institute, University of Pittsburgh, Pittsburgh, PA, 15261, USA.,Biomedical Mass Spectrometry Center, School of Medicine, University of Pittsburgh, Pittsburgh, PA, 15261, USA
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12
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Marchione DM, Ilieva I, Devins K, Sharpe D, Pappin DJ, Garcia BA, Wilson JP, Wojcik JB. HYPERsol: High-Quality Data from Archival FFPE Tissue for Clinical Proteomics. J Proteome Res 2020; 19:973-983. [PMID: 31935107 DOI: 10.1021/acs.jproteome.9b00686] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Massive formalin-fixed, paraffin-embedded (FFPE) tissue archives exist worldwide, representing an invaluable resource for clinical proteomics research. However, current protocols for FFPE proteomics lack standardization, efficiency, reproducibility, and scalability. Here we present high-yield protein extraction and recovery by direct solubilization (HYPERsol), an optimized workflow using ultrasonication and S-Trap sample processing that enables proteome coverage and quantification from FFPE samples comparable to that achieved from flash-frozen tissue (average R = 0.936). When applied to archival samples, HYPERsol resulted in high-quality data from FFPE specimens in storage for up to 17 years, and may enable the discovery of new immunohistochemical markers.
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Affiliation(s)
- Dylan M Marchione
- Epigenetics Institute, Department of Biochemistry & Biophysics , University of Pennsylvania , Philadelphia , Pennsylvania 19104 , United States
| | - Ilyana Ilieva
- Department of Pathology and Laboratory Medicine , University of Pennsylvania , Philadelphia , Pennsylvania 19104 , United States
| | - Kyle Devins
- Department of Pathology and Laboratory Medicine , University of Pennsylvania , Philadelphia , Pennsylvania 19104 , United States
| | - Danielle Sharpe
- Department of Pathology and Laboratory Medicine , University of Pennsylvania , Philadelphia , Pennsylvania 19104 , United States
| | - Darryl J Pappin
- Cold Spring Harbor Laboratory , Cold Spring Harbor , New York 11724 , United States.,ProtiFi, LLC , Huntington , New York 11743 , United States
| | - Benjamin A Garcia
- Epigenetics Institute, Department of Biochemistry & Biophysics , University of Pennsylvania , Philadelphia , Pennsylvania 19104 , United States
| | - John P Wilson
- ProtiFi, LLC , Huntington , New York 11743 , United States
| | - John B Wojcik
- Department of Pathology and Laboratory Medicine , University of Pennsylvania , Philadelphia , Pennsylvania 19104 , United States
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13
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Dapic I, Baljeu-Neuman L, Uwugiaren N, Kers J, Goodlett DR, Corthals GL. Proteome analysis of tissues by mass spectrometry. MASS SPECTROMETRY REVIEWS 2019; 38:403-441. [PMID: 31390493 DOI: 10.1002/mas.21598] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/20/2019] [Accepted: 06/17/2019] [Indexed: 06/10/2023]
Abstract
Tissues and biofluids are important sources of information used for the detection of diseases and decisions on patient therapies. There are several accepted methods for preservation of tissues, among which the most popular are fresh-frozen and formalin-fixed paraffin embedded methods. Depending on the preservation method and the amount of sample available, various specific protocols are available for tissue processing for subsequent proteomic analysis. Protocols are tailored to answer various biological questions, and as such vary in lysis and digestion conditions, as well as duration. The existence of diverse tissue-sample protocols has led to confusion in how to choose the best protocol for a given tissue and made it difficult to compare results across sample types. Here, we summarize procedures used for tissue processing for subsequent bottom-up proteomic analysis. Furthermore, we compare protocols for their variations in the composition of lysis buffers, digestion procedures, and purification steps. For example, reports have shown that lysis buffer composition plays an important role in the profile of extracted proteins: the most common are tris(hydroxymethyl)aminomethane, radioimmunoprecipitation assay, and ammonium bicarbonate buffers. Although, trypsin is the most commonly used enzyme for proteolysis, in some protocols it is supplemented with Lys-C and/or chymotrypsin, which will often lead to an increase in proteome coverage. Data show that the selection of the lysis procedure might need to be tissue-specific to produce distinct protocols for individual tissue types. Finally, selection of the procedures is also influenced by the amount of sample available, which range from biopsies or the size of a few dozen of mm2 obtained with laser capture microdissection to much larger amounts that weight several milligrams.
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Affiliation(s)
- Irena Dapic
- International Centre for Cancer Vaccine Science, University of Gdansk, Gdansk, Poland
| | | | - Naomi Uwugiaren
- International Centre for Cancer Vaccine Science, University of Gdansk, Gdansk, Poland
| | - Jesper Kers
- Department of Pathology, Amsterdam Infection & Immunity Institute (AI&II), Amsterdam Cardiovascular Sciences (ACS), Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
- van 't Hoff Institute for Molecular Sciences, University of Amsterdam, Amsterdam, The Netherlands
- Ragon Institute of Massachusetts General Hospital, Massachusetts Institute of Technology and Harvard University, Cambridge, MA
| | - David R Goodlett
- International Centre for Cancer Vaccine Science, University of Gdansk, Gdansk, Poland
- University of Maryland, 20N. Pine Street, Baltimore, MD 21201
| | - Garry L Corthals
- van 't Hoff Institute for Molecular Sciences, University of Amsterdam, Amsterdam, The Netherlands
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14
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Jorge S, Capelo JL, LaFramboise W, Dhir R, Lodeiro C, Santos HM. Development of a Robust Ultrasonic-Based Sample Treatment To Unravel the Proteome of OCT-Embedded Solid Tumor Biopsies. J Proteome Res 2019; 18:2979-2986. [PMID: 31173681 DOI: 10.1021/acs.jproteome.9b00248] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
An effective three-step proteomics workflow is proposed to overcome the pitfalls caused by polymers present in optimum cutting temperature (OCT)-embedded tissue during its preparation for mass spectrometry analysis. First, the OCT-embedded tissue biopsies are cleaned using ethanol and water in a sequential series of ultrasonic washes in an ultrasound bath (35 kHz ultrasonic frequency, 100% ultrasonic amplitude, 2 min of ultrasonic duty time). Second, a fast ultrasonic-assisted extraction of proteins is done using an ultrasonic probe (30 kHz ultrasonic frequency, 50% ultrasonic amplitude, 2 min of ultrasonic duty time, 1 mm diameter tip). Third, a rapid ultrasonic digestion of complex proteomes is performed using a microplate horn assembly device (20 kHz ultrasonic frequency, 25% ultrasonic amplitude, 4 min of ultrasonic duty time). As a proof of concept, the new workflow was applied to human normal and tumor kidney biopsies including chromophobe renal cell carcinomas (chRCCs) and renal oncocytomas (ROs). A successful cluster of proteomics profiles was obtained comprising 511 and 172 unique proteins found in chRCC and RO samples, respectively. The new method provides high sample throughput and comprehensive protein recovery from OCT samples.
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Affiliation(s)
- Susana Jorge
- BIOSCOPE Research Group, LAQV, REQUIMTE, Department of Chemistry, Faculdade de Ciências e Tecnologia , Universidade NOVA de Lisboa , 2829-516 Caparica , Portugal.,PROTEOMASS Scientific Society , Madan Park, Rua dos Inventores , 2825-152 Caparica , Portugal
| | - José L Capelo
- BIOSCOPE Research Group, LAQV, REQUIMTE, Department of Chemistry, Faculdade de Ciências e Tecnologia , Universidade NOVA de Lisboa , 2829-516 Caparica , Portugal.,PROTEOMASS Scientific Society , Madan Park, Rua dos Inventores , 2825-152 Caparica , Portugal
| | - William LaFramboise
- Department of Pathology , University of Pittsburgh Medical Center , Pittsburgh , Pennsylvania 15261 , United States
| | - Rajiv Dhir
- Department of Pathology , University of Pittsburgh Medical Center , Pittsburgh , Pennsylvania 15261 , United States
| | - Carlos Lodeiro
- BIOSCOPE Research Group, LAQV, REQUIMTE, Department of Chemistry, Faculdade de Ciências e Tecnologia , Universidade NOVA de Lisboa , 2829-516 Caparica , Portugal.,PROTEOMASS Scientific Society , Madan Park, Rua dos Inventores , 2825-152 Caparica , Portugal
| | - Hugo M Santos
- BIOSCOPE Research Group, LAQV, REQUIMTE, Department of Chemistry, Faculdade de Ciências e Tecnologia , Universidade NOVA de Lisboa , 2829-516 Caparica , Portugal.,PROTEOMASS Scientific Society , Madan Park, Rua dos Inventores , 2825-152 Caparica , Portugal
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15
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Holfeld A, Valdés A, Malmström PU, Segersten U, Lind SB. Parallel Proteomic Workflow for Mass Spectrometric Analysis of Tissue Samples Preserved by Different Methods. Anal Chem 2018; 90:5841-5849. [PMID: 29624047 DOI: 10.1021/acs.analchem.8b00379] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Formalin-fixed and paraffin-embedded (FFPE) and optimal cutting temperature (OCT)-embedded and frozen tissue specimens in biobanks are highly valuable in clinical studies but proteomic and post-translational modification (PTM) studies using mass spectrometry (MS) have been limited due to structural arrangement of proteins and contaminations from embedding material. This study aims to develop a parallel proteomic workflow for FFPE and OCT/frozen samples that allows for large-scale, quick, reproducible, qualitative, and quantitative high-resolution MS analysis. The optimized protocol gives details on removal of embedding material, protein extraction, and multienzyme digestion using filter-aided sample preparation method. The method was evaluated by investigating the protein expression levels in nonmuscle-invasive and muscle-invasive bladder cancer samples in two cohorts and MS spectra were carefully reviewed for contaminations. More than 2000 and 3000 proteins in FFPE and OCT/frozen samples, respectively, were identified, and samples could be clustered in different tumor stages based on their protein expression. Furthermore, more than 250 and 400 phosphopeptides could be identified from specific patient samples of FFPE and OCT/frozen, respectively, using titanium dioxide enrichment. The paper presents unique data describing the similarities and differences observed in FFPE and OCT/frozen samples and shows the feasibility to detect proteins and site-specific phosphorylation even after long-term storage of clinical samples.
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16
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Biomedical analysis of formalin-fixed, paraffin-embedded tissue samples: The Holy Grail for molecular diagnostics. J Pharm Biomed Anal 2018; 155:125-134. [PMID: 29627729 DOI: 10.1016/j.jpba.2018.03.065] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2018] [Revised: 03/30/2018] [Accepted: 03/31/2018] [Indexed: 02/07/2023]
Abstract
More than a century ago in 1893, a revolutionary idea about fixing biological tissue specimens was introduced by Ferdinand Blum, a German physician. Since then, a plethora of fixation methods have been investigated and used. Formalin fixation with paraffin embedment became the most widely used types of fixation and preservation method, due to its proper architectural conservation of tissue structures and cellular shape. The huge collection of formalin-fixed, paraffin-embedded (FFPE) sample archives worldwide holds a large amount of unearthed information about diseases that could be the Holy Grail in contemporary biomarker research utilizing analytical omics based molecular diagnostics. The aim of this review is to critically evaluate the omics options for FFPE tissue sample analysis in the molecular diagnostics field.
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17
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Föll MC, Fahrner M, Oria VO, Kühs M, Biniossek ML, Werner M, Bronsert P, Schilling O. Reproducible proteomics sample preparation for single FFPE tissue slices using acid-labile surfactant and direct trypsinization. Clin Proteomics 2018. [PMID: 29527141 PMCID: PMC5838928 DOI: 10.1186/s12014-018-9188-y] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Background Proteomic analyses of clinical specimens often rely on human tissues preserved through formalin-fixation and paraffin embedding (FFPE). Minimal sample consumption is the key to preserve the integrity of pathological archives but also to deal with minimal invasive core biopsies. This has been achieved by using the acid-labile surfactant RapiGest in combination with a direct trypsinization (DTR) strategy. A critical comparison of the DTR protocol with the most commonly used filter aided sample preparation (FASP) protocol is lacking. Furthermore, it is unknown how common histological stainings influence the outcome of the DTR protocol. Methods Four single consecutive murine kidney tissue specimens were prepared with the DTR approach or with the FASP protocol using both 10 and 30 k filter devices and analyzed by label-free, quantitative liquid chromatography–tandem mass spectrometry (LC–MS/MS). We compared the different protocols in terms of proteome coverage, relative label-free quantitation, missed cleavages, physicochemical properties and gene ontology term annotations of the proteins. Additionally, we probed compatibility of the DTR protocol for the analysis of common used histological stainings, namely hematoxylin & eosin (H&E), hematoxylin and hemalaun. These were proteomically compared to an unstained control by analyzing four human tonsil FFPE tissue specimens per condition. Results On average, the DTR protocol identified 1841 ± 22 proteins in a single, non-fractionated LC–MS/MS analysis, whereas these numbers were 1857 ± 120 and 1970 ± 28 proteins for the FASP 10 and 30 k protocol. The DTR protocol showed 15% more missed cleavages, which did not adversely affect quantitation and intersample comparability. Hematoxylin or hemalaun staining did not adversely impact the performance of the DTR protocol. A minor perturbation was observed for H&E staining, decreasing overall protein identification by 13%. Conclusions In essence, the DTR protocol can keep up with the FASP protocol in terms of qualitative and quantitative reproducibility and performed almost as well in terms of proteome coverage and missed cleavages. We highlight the suitability of the DTR protocol as a viable and straightforward alternative to the FASP protocol for proteomics-based clinical research. Electronic supplementary material The online version of this article (10.1186/s12014-018-9188-y) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Melanie Christine Föll
- 1Institute of Molecular Medicine and Cell Research, Faculty of Medicine, University of Freiburg, Stefan Meier Strasse 17, 79104 Freiburg, Germany.,2Faculty of Biology, Albert-Ludwigs-University Freiburg, Freiburg, Germany
| | - Matthias Fahrner
- 1Institute of Molecular Medicine and Cell Research, Faculty of Medicine, University of Freiburg, Stefan Meier Strasse 17, 79104 Freiburg, Germany.,2Faculty of Biology, Albert-Ludwigs-University Freiburg, Freiburg, Germany.,3Spemann Graduate School of Biology and Medicine (SGBM), Albert-Ludwigs-University Freiburg, Freiburg, Germany
| | - Victor Oginga Oria
- 1Institute of Molecular Medicine and Cell Research, Faculty of Medicine, University of Freiburg, Stefan Meier Strasse 17, 79104 Freiburg, Germany.,2Faculty of Biology, Albert-Ludwigs-University Freiburg, Freiburg, Germany.,3Spemann Graduate School of Biology and Medicine (SGBM), Albert-Ludwigs-University Freiburg, Freiburg, Germany
| | - Markus Kühs
- 4Institute for Surgical Pathology, Medical Center - University of Freiburg, Freiburg, Germany.,5Comprehensive Cancer Center Freiburg, Medical Center - University of Freiburg, Freiburg, Germany.,6Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Martin Lothar Biniossek
- 1Institute of Molecular Medicine and Cell Research, Faculty of Medicine, University of Freiburg, Stefan Meier Strasse 17, 79104 Freiburg, Germany
| | - Martin Werner
- 4Institute for Surgical Pathology, Medical Center - University of Freiburg, Freiburg, Germany.,5Comprehensive Cancer Center Freiburg, Medical Center - University of Freiburg, Freiburg, Germany.,6Faculty of Medicine, University of Freiburg, Freiburg, Germany.,7German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Peter Bronsert
- 4Institute for Surgical Pathology, Medical Center - University of Freiburg, Freiburg, Germany.,5Comprehensive Cancer Center Freiburg, Medical Center - University of Freiburg, Freiburg, Germany.,6Faculty of Medicine, University of Freiburg, Freiburg, Germany.,7German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Oliver Schilling
- 1Institute of Molecular Medicine and Cell Research, Faculty of Medicine, University of Freiburg, Stefan Meier Strasse 17, 79104 Freiburg, Germany.,7German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany.,8BIOSS Centre for Biological Signaling Studies, University of Freiburg, 79104 Freiburg, Germany
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18
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Iwamoto N, Shimada T. Recent advances in mass spectrometry-based approaches for proteomics and biologics: Great contribution for developing therapeutic antibodies. Pharmacol Ther 2017; 185:147-154. [PMID: 29274706 DOI: 10.1016/j.pharmthera.2017.12.007] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
Since the turn of the century, mass spectrometry (MS) technologies have continued to improve dramatically, and advanced strategies that were impossible a decade ago are increasingly becoming available. The basic characteristics behind these advancements are MS resolution, quantitative accuracy, and information science for appropriate data processing. The spectral data from MS contain various types of information. The benefits of improving the resolution of MS data include accurate molecular structural-derived information, and as a result, we can obtain a refined biomolecular structure determination in a sequential and large-scale manner. Moreover, in MS data, not only accurate structural information but also the generated ion amount plays an important rule. This progress has greatly contributed a research field that captures biological events as a system by comprehensively tracing the various changes in biomolecular dynamics. The sequential changes of proteome expression in biological pathways are very essential, and the amounts of the changes often directly become the targets of drug discovery or indicators of clinical efficacy. To take this proteomic approach, it is necessary to separate the individual MS spectra derived from each biomolecule in the complexed biological samples. MS itself is not so infinite to perform the all peak separation, and we should consider improving the methods for sample processing and purification to make them suitable for injection into MS. The above-described characteristics can only be achieved using MS with any analytical instrument. Moreover, MS is expected to be applied and expand into many fields, not only basic life sciences but also forensic medicine, plant sciences, materials, and natural products. In this review, we focus on the technical fundamentals and future aspects of the strategies for accurate structural identification, structure-indicated quantitation, and on the challenges for pharmacokinetics of high-molecular-weight protein biopharmaceuticals.
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Affiliation(s)
- Noriko Iwamoto
- Leading Technology of Bioanalysis and Protein Chemistry, SHIMADZU Corporation, Kyoto, Japan
| | - Takashi Shimada
- Leading Technology of Bioanalysis and Protein Chemistry, SHIMADZU Corporation, Kyoto, Japan.
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19
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Föll MC, Fahrner M, Gretzmeier C, Thoma K, Biniossek ML, Kiritsi D, Meiss F, Schilling O, Nyström A, Kern JS. Identification of tissue damage, extracellular matrix remodeling and bacterial challenge as common mechanisms associated with high-risk cutaneous squamous cell carcinomas. Matrix Biol 2017; 66:1-21. [PMID: 29158163 DOI: 10.1016/j.matbio.2017.11.004] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2017] [Revised: 11/06/2017] [Accepted: 11/06/2017] [Indexed: 01/03/2023]
Abstract
In this study we used a genetic extracellular matrix (ECM) disease to identify mechanisms associated with aggressive behavior of cutaneous squamous cell carcinoma (cSCC). cSCC is one of the most common malignancies and usually has a good prognosis. However, some cSCCs recur or metastasize and cause significant morbidity and mortality. Known factors that are associated with aggressiveness of cSCCs include tumor grading, size, localization and microinvasive behavior. To investigate molecular mechanisms that influence biologic behavior we used global proteomic and histologic analyses of formalin-fixed paraffin-embedded tissue of primary human cSCCs. We compared three groups: non-recurring, non-metastasizing low-risk sporadic cSCCs; metastasizing sporadic cSCCs; and cSCCs from patients with recessive dystrophic epidermolysis bullosa (RDEB). RDEB is a genetic skin blistering and ECM disease caused by collagen VII deficiency. Patients commonly suffer from high-risk early onset cSCCs that frequently metastasize. The results indicate that different processes are associated with formation of RDEB cSCCs compared to sporadic cSCCs. Sporadic cSCCs show signs of UV damage, whereas RDEB cSCCs have higher mutational rates and display tissue damage, inflammation and subsequent remodeling of the dermal ECM as tumor initiating factors. Interestingly the two high-risk groups - high-risk metastasizing sporadic cSCCs and RDEB cSCCs - are both associated with tissue damage and ECM remodeling in gene-ontology enrichment and Search Tool for the Retrieval of Interacting Genes/Proteins analyses. In situ histologic analyses validate these results. The high-risk cSCCs also show signatures of enhanced bacterial challenge. Histologic analyses confirm correlation of bacterial colonization with worse prognosis. Collectively, this unbiased study - performed directly on human patient material - reveals that common microenvironmental alterations linked to ECM remodeling and increased bacterial challenges are denominators of high-risk cSCCs. The proteins identified here could serve as potential diagnostic markers and therapeutic targets in high-risk cSCCs.
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Affiliation(s)
- Melanie C Föll
- Institute of Molecular Medicine and Cell Research, Faculty of Medicine, University of Freiburg, Germany; Faculty of Biology, University of Freiburg, Germany
| | - Matthias Fahrner
- Institute of Molecular Medicine and Cell Research, Faculty of Medicine, University of Freiburg, Germany; Faculty of Biology, University of Freiburg, Germany; Spemann Graduate School of Biology and Medicine (SGBM), University of Freiburg, Germany
| | - Christine Gretzmeier
- Department of Dermatology, Faculty of Medicine, Medical Center - University of Freiburg, University of Freiburg, Germany
| | - Käthe Thoma
- Department of Dermatology, Faculty of Medicine, Medical Center - University of Freiburg, University of Freiburg, Germany
| | - Martin L Biniossek
- Institute of Molecular Medicine and Cell Research, Faculty of Medicine, University of Freiburg, Germany
| | - Dimitra Kiritsi
- Department of Dermatology, Faculty of Medicine, Medical Center - University of Freiburg, University of Freiburg, Germany
| | - Frank Meiss
- Department of Dermatology, Faculty of Medicine, Medical Center - University of Freiburg, University of Freiburg, Germany
| | - Oliver Schilling
- Institute of Molecular Medicine and Cell Research, Faculty of Medicine, University of Freiburg, Germany; German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany; BIOSS Centre for Biological Signaling Studies, University of Freiburg, Germany.
| | - Alexander Nyström
- Department of Dermatology, Faculty of Medicine, Medical Center - University of Freiburg, University of Freiburg, Germany.
| | - Johannes S Kern
- Department of Dermatology, Faculty of Medicine, Medical Center - University of Freiburg, University of Freiburg, Germany; Department of Dermatology, Royal Melbourne Hospital, Parkville and Box Hill Hospital - Monash University, Eastern Health Clinical School, Box Hill, Victoria, Australia
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20
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Dapic I, Uwugiaren N, Jansen PJ, Corthals GL. Fast and Simple Protocols for Mass Spectrometry-Based Proteomics of Small Fresh Frozen Uterine Tissue Sections. Anal Chem 2017; 89:10769-10775. [PMID: 28910098 PMCID: PMC5647562 DOI: 10.1021/acs.analchem.7b01937] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
![]()
Human
tissues are an important link between organ-specific spatial
molecular information, patient pathology, and patient treatment options.
However, patient tissues are uniquely obtained by time and location,
and limited in their availability and size. Currently, little knowledge
exists about appropriate and simplified protocols for routine MS-based
analysis of the various types and sizes of tissues. Following standard
procedures used in pathology, we selected small fresh frozen uterine
tissue samples to investigate how the tissue preparation protocol
affected the subsequent proteomics analysis. First, we observed that
protein extraction with 0.1% SDS followed by extraction with a 30%
ACN/urea resulted in a decrease in the number of identified proteins,
when compared to extraction with 30% ACN/urea only. The decrease in
the number of proteins was approximately 55% and 20%, for 10 and 16
μm thick tissue, respectively. Interestingly, the relative abundance
of the proteins shared between the two methods was higher when SDS/ACN/urea
was used, compared to the 30% ACN/urea extraction, indicating the
role of SDS to be beneficial for protein solubility. Second, the influence
of tissue thickness was investigated by comparing the results obtained
for 10, 16, and 20 μm thick (1 mm2) tissue using
urea/30% ACN. We observed an increase in the number of identified
proteins and corresponding quantity with an increase in the tissue
thickness. Finally, by analyzing very small amounts of tissues (∼0.2
mm2) of 10, 16, and 20 μm thickness, we observed
that the increase in tissue thickness resulted in a higher number
of protein identifications and corresponding quantitative values.
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Affiliation(s)
- Irena Dapic
- University of Amsterdam, Van 't Hoff Institute for Molecular Sciences (HIMS) , Science Park 904, 1098 XH Amsterdam, The Netherlands
| | - Naomi Uwugiaren
- University of Amsterdam, Van 't Hoff Institute for Molecular Sciences (HIMS) , Science Park 904, 1098 XH Amsterdam, The Netherlands
| | - Petra J Jansen
- University of Amsterdam, Van 't Hoff Institute for Molecular Sciences (HIMS) , Science Park 904, 1098 XH Amsterdam, The Netherlands
| | - Garry L Corthals
- University of Amsterdam, Van 't Hoff Institute for Molecular Sciences (HIMS) , Science Park 904, 1098 XH Amsterdam, The Netherlands
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21
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Laser Capture Microdissection of Pancreatic Acinar Cells to Identify Proteomic Alterations in a Murine Model of Caerulein-Induced Pancreatitis. Clin Transl Gastroenterol 2017; 8:e89. [PMID: 28406494 PMCID: PMC5415897 DOI: 10.1038/ctg.2017.15] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2016] [Accepted: 01/05/2017] [Indexed: 12/13/2022] Open
Abstract
Objectives: Chronic pancreatitis (CP) is characterized by inflammation and fibrosis of the pancreas, leading to pain, parenchymal damage, and loss of exocrine and endocrine function. There are currently no curative therapies; diagnosis remains difficult and aspects of pathogenesis remain unclear. Thus, there is a need to identify novel biomarkers to improve diagnosis and understand pathophysiology. We hypothesize that pancreatic acinar regions contain proteomic signatures relevant to disease processes, including secreted proteins that could be detected in biofluids. Methods: Acini from pancreata of mice injected with or without caerulein were collected using laser capture microdissection followed by mass spectrometry analysis. This protocol enabled high-throughput analysis that captured altered protein expression throughout the stages of CP. Results: Over 2,900 proteins were identified, whereas 331 were significantly changed ≥2-fold by mass spectrometry spectral count analysis. Consistent with pathogenesis, we observed increases in proteins related to fibrosis (e.g., collagen, P<0.001), several proteases (e.g., trypsin 1, P<0.001), and altered expression of proteins associated with diminished pancreas function (e.g., lipase, amylase, P<0.05). In comparison with proteomic data from a public data set of CP patients, a significant correlation was observed between proteomic changes in tissue from both the caerulein model and CP patients (r=0.725, P<0.001). CONCLUSIONS: This study illustrates the ability to characterize proteome changes of acinar cells isolated from pancreata of caerulein-treated mice and demonstrates a relationship between signatures from murine and human CP.
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Ostasiewicz P, Wiśniewski J. A Protocol for Large-Scale Proteomic Analysis of Microdissected Formalin Fixed and Paraffin Embedded Tissue. Methods Enzymol 2017; 585:159-176. [DOI: 10.1016/bs.mie.2016.09.017] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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23
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Multiple and Selective Reaction Monitoring Using Triple Quadrupole Mass Spectrometer: Preclinical Large Cohort Analysis. Methods Mol Biol 2016; 1410:249-64. [PMID: 26867749 DOI: 10.1007/978-1-4939-3524-6_15] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Multiple reaction monitoring (MRM), sometimes referred to as selective reaction monitoring (SRM), is a mass spectrometry method that can target selective peptides for the detection and quantitation of a protein. Compared to traditional ELISA, MRM assays have a number of advantages including ease in multiplexing several proteins in the same assay and independence from the necessity for high-quality, expensive, and at times unreliable antibodies. Furthermore, MRM assays can be developed to quantify multiple proteoforms of a single protein allowing the quantification of allelic expression of a particular sequence polymorphism, protein isoform, as well as determining site occupancy of posttranslational modification(s). In this chapter, we describe our workflow for target peptide selection, assay optimization, and acquisition multiplexing. Our workflow is presented using the example of constrained MRM assays developed for the serum protein ApoL1 in its various proteoforms to highlight the specific technical considerations necessary for the difficult task of quantifying peptide targets based on highly specific amino acid sequences by MRM.
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24
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Matthews H, Hanison J, Nirmalan N. "Omics"-Informed Drug and Biomarker Discovery: Opportunities, Challenges and Future Perspectives. Proteomes 2016; 4:E28. [PMID: 28248238 PMCID: PMC5217350 DOI: 10.3390/proteomes4030028] [Citation(s) in RCA: 95] [Impact Index Per Article: 11.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2016] [Revised: 09/01/2016] [Accepted: 09/07/2016] [Indexed: 12/21/2022] Open
Abstract
The pharmaceutical industry faces unsustainable program failure despite significant increases in investment. Dwindling discovery pipelines, rapidly expanding R&D budgets and increasing regulatory control, predict significant gaps in the future drug markets. The cumulative duration of discovery from concept to commercialisation is unacceptably lengthy, and adds to the deepening crisis. Existing animal models predicting clinical translations are simplistic, highly reductionist and, therefore, not fit for purpose. The catastrophic consequences of ever-increasing attrition rates are most likely to be felt in the developing world, where resistance acquisition by killer diseases like malaria, tuberculosis and HIV have paced far ahead of new drug discovery. The coming of age of Omics-based applications makes available a formidable technological resource to further expand our knowledge of the complexities of human disease. The standardisation, analysis and comprehensive collation of the "data-heavy" outputs of these sciences are indeed challenging. A renewed focus on increasing reproducibility by understanding inherent biological, methodological, technical and analytical variables is crucial if reliable and useful inferences with potential for translation are to be achieved. The individual Omics sciences-genomics, transcriptomics, proteomics and metabolomics-have the singular advantage of being complimentary for cross validation, and together could potentially enable a much-needed systems biology perspective of the perturbations underlying disease processes. If current adverse trends are to be reversed, it is imperative that a shift in the R&D focus from speed to quality is achieved. In this review, we discuss the potential implications of recent Omics-based advances for the drug development process.
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Affiliation(s)
- Holly Matthews
- Department of Life Sciences, Faculty of Natural Sciences, Imperial College, London SW7 2AZ, UK.
| | - James Hanison
- Manchester Royal Infirmary, Oxford Road, Greater Manchester M13 9WL, UK.
| | - Niroshini Nirmalan
- Environment and Life Sciences, University of Salford, Greater Manchester M5 4WT, UK.
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25
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Kennedy JJ, Whiteaker JR, Schoenherr RM, Yan P, Allison K, Shipley M, Lerch M, Hoofnagle AN, Baird GS, Paulovich AG. Optimized Protocol for Quantitative Multiple Reaction Monitoring-Based Proteomic Analysis of Formalin-Fixed, Paraffin-Embedded Tissues. J Proteome Res 2016; 15:2717-28. [PMID: 27462933 DOI: 10.1021/acs.jproteome.6b00245] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Despite a clinical, economic, and regulatory imperative to develop companion diagnostics, precious few new biomarkers have been successfully translated into clinical use, due in part to inadequate protein assay technologies to support large-scale testing of hundreds of candidate biomarkers in formalin-fixed paraffin-embedded (FFPE) tissues. Although the feasibility of using targeted, multiple reaction monitoring mass spectrometry (MRM-MS) for quantitative analyses of FFPE tissues has been demonstrated, protocols have not been systematically optimized for robust quantification across a large number of analytes, nor has the performance of peptide immuno-MRM been evaluated. To address this gap, we used a test battery approach coupled to MRM-MS with the addition of stable isotope-labeled standard peptides (targeting 512 analytes) to quantitatively evaluate the performance of three extraction protocols in combination with three trypsin digestion protocols (i.e., nine processes). A process based on RapiGest buffer extraction and urea-based digestion was identified to enable similar quantitation results from FFPE and frozen tissues. Using the optimized protocols for MRM-based analysis of FFPE tissues, median precision was 11.4% (across 249 analytes). There was excellent correlation between measurements made on matched FFPE and frozen tissues, both for direct MRM analysis (R(2) = 0.94) and immuno-MRM (R(2) = 0.89). The optimized process enables highly reproducible, multiplex, standardizable, quantitative MRM in archival tissue specimens.
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Affiliation(s)
- Jacob J Kennedy
- Clinical Research Division, Fred Hutchinson Cancer Research Center , Seattle, Washington 98109, United States
| | - Jeffrey R Whiteaker
- Clinical Research Division, Fred Hutchinson Cancer Research Center , Seattle, Washington 98109, United States
| | - Regine M Schoenherr
- Clinical Research Division, Fred Hutchinson Cancer Research Center , Seattle, Washington 98109, United States
| | - Ping Yan
- Clinical Research Division, Fred Hutchinson Cancer Research Center , Seattle, Washington 98109, United States
| | - Kimberly Allison
- Department of Pathology, Stanford University , Stanford, California 94305 United States
| | - Melissa Shipley
- Department of Laboratory Medicine, University of Washington , Seattle, Washington 98195 United States
| | - Melissa Lerch
- Department of Laboratory Medicine, University of Washington , Seattle, Washington 98195 United States
| | - Andrew N Hoofnagle
- Department of Laboratory Medicine, University of Washington , Seattle, Washington 98195 United States
| | - Geoffrey Stuart Baird
- Department of Laboratory Medicine, University of Washington , Seattle, Washington 98195 United States
| | - Amanda G Paulovich
- Clinical Research Division, Fred Hutchinson Cancer Research Center , Seattle, Washington 98109, United States
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26
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Mathieson W, Marcon N, Antunes L, Ashford DA, Betsou F, Frasquilho SG, Kofanova OA, McKay SC, Pericleous S, Smith C, Unger KM, Zeller C, Thomas GA. A Critical Evaluation of the PAXgene Tissue Fixation System: Morphology, Immunohistochemistry, Molecular Biology, and Proteomics. Am J Clin Pathol 2016; 146:25-40. [PMID: 27402607 DOI: 10.1093/ajcp/aqw023] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVES To evaluate the PAXgene tissue fixation system. METHODS Clinical biospecimens (n = 46) were divided into PAXgene-fixed paraffin-embedded (PFPE), formalin-fixed paraffin-embedded (FFPE), and fresh-frozen (FF) blocks. PFPE and FFPE sections were compared for histology (H&E staining) and immunohistochemistry (14 antibodies) using tissue microarrays. PFPE, FFPE, and FF samples were compared in terms of RNA quality (RNA integrity number, polymerase chain reaction [PCR] amplicon length, and quantitative reverse transcription PCR), DNA quality (gel electrophoresis and methylation profiling) and protein quality (liquid chromatography-mass spectrometry [LC-MS/MS]). RESULTS PFPE protocol optimization was required in most cases and is described. RNA extracted from PFPE sections was considerably less degraded than that from FFPE sections but more degraded than that from FF blocks. Genomic-length DNA was extracted from PFPE and FF biospecimens, and methylation profiling showed PFPE and FF biospecimens to be almost indistinguishable. Only degraded DNA was extracted from FFPE biospecimens. PFPE sections yielded peptides that were slightly less amenable to LC-MS/MS analysis than FFPE sections, but FF gave slightly better results. CONCLUSIONS While it cannot be envisaged that PAXgene will replace formalin in a routine clinical setting, for specific projects or immunodiagnostics involving biospecimens destined for immunohistochemical or histologic staining and DNA or RNA analyses, PAXgene is a viable option.
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Affiliation(s)
- William Mathieson
- From the Integrated Biobank of Luxembourg, Luxembourg
- Department of Surgery and Cancer, Imperial College London, London, United Kingdom
| | | | | | - David A. Ashford
- Bioscience Technology Facility, Department of Biology, University of York, York, United Kingdom
| | - Fay Betsou
- From the Integrated Biobank of Luxembourg, Luxembourg
| | | | | | - Siobhan C. McKay
- Department of Surgery and Cancer, Imperial College London, London, United Kingdom
| | - Stephan Pericleous
- Department of Surgery and Cancer, Imperial College London, London, United Kingdom
| | - Colleen Smith
- Wales Cancer Bank, Singleton Hospital, Swansea, United Kingdom
| | - Kristian M. Unger
- Department of Surgery and Cancer, Imperial College London, London, United Kingdom
| | - Constanze Zeller
- Department of Surgery and Cancer, Imperial College London, London, United Kingdom
| | - Geraldine A. Thomas
- Department of Surgery and Cancer, Imperial College London, London, United Kingdom
- Wales Cancer Bank, Singleton Hospital, Swansea, United Kingdom
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27
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Lai ZW, Weisser J, Nilse L, Costa F, Keller E, Tholen M, Kizhakkedathu JN, Biniossek M, Bronsert P, Schilling O. Formalin-Fixed, Paraffin-Embedded Tissues (FFPE) as a Robust Source for the Profiling of Native and Protease-Generated Protein Amino Termini. Mol Cell Proteomics 2016; 15:2203-13. [PMID: 27087653 PMCID: PMC5083106 DOI: 10.1074/mcp.o115.056515] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2015] [Revised: 04/12/2016] [Indexed: 11/06/2022] Open
Abstract
Dysregulated proteolysis represents a hallmark of numerous diseases. In recent years, increasing number of studies has begun looking at the protein termini in hope to unveil the physiological and pathological functions of proteases in clinical research. However, the availability of cryopreserved tissue specimens is often limited. Alternatively, formalin-fixed, paraffin-embedded (FFPE) tissues offer an invaluable resource for clinical research. Pathologically relevant tissues are often stored as FFPE, which represent the most abundant resource of archived human specimens. In this study, we established a robust workflow to investigate native and protease-generated protein N termini from FFPE specimens. We demonstrate comparable N-terminomes of cryopreserved and formalin-fixed tissue, thereby showing that formalin fixation/paraffin embedment does not proteolytically damage proteins. Accordingly, FFPE specimens are fully amenable to N-terminal analysis. Moreover, we demonstrate feasibility of FFPE-degradomics in a quantitative N-terminomic study of FFPE liver specimens from cathepsin L deficient or wild-type mice. Using a machine learning approach in combination with the previously determined cathepsin L specificity, we successfully identify a number of potential cathepsin L cleavage sites. Our study establishes FFPE specimens as a valuable alternative to cryopreserved tissues for degradomic studies.
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Affiliation(s)
- Zon Weng Lai
- From the ‡Institute of Molecular Medicine and Cell Research
| | | | - Lars Nilse
- From the ‡Institute of Molecular Medicine and Cell Research
| | | | - Eva Keller
- From the ‡Institute of Molecular Medicine and Cell Research
| | - Martina Tholen
- From the ‡Institute of Molecular Medicine and Cell Research
| | - Jayachandran N Kizhakkedathu
- ¶Department of Pathology and Laboratory Medicine and Department of Chemistry, Centre of Chemistry, University of British Columbia, Vancouver, Canada
| | | | - Peter Bronsert
- ‖Department of Pathology, **German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Oliver Schilling
- From the ‡Institute of Molecular Medicine and Cell Research, **German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ), Heidelberg, Germany ‡‡BIOSS Centre for Biological Signaling Studies, University of Freiburg, Freiburg, Germany;
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28
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Hsueh MF, Khabut A, Kjellström S, Önnerfjord P, Kraus VB. Elucidating the Molecular Composition of Cartilage by Proteomics. J Proteome Res 2016; 15:374-88. [PMID: 26632656 DOI: 10.1021/acs.jproteome.5b00946] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Articular cartilage consists of chondrocytes and two major components, a collagen-rich framework and highly abundant proteoglycans. Most prior studies defining the zonal distribution of cartilage have extracted proteins with guanidine-HCl. However, an unextracted collagen-rich residual is left after extraction. In addition, the high abundance of anionic polysaccharide molecules extracted from cartilage adversely affects the chromatographic separation. In this study, we established a method for removing chondrocytes from cartilage sections with minimal extracellular matrix protein loss. The addition of surfactant to guanidine-HCl extraction buffer improved protein solubility. Ultrafiltration removed interference from polysaccharides and salts. Almost four-times more collagen peptides were extracted by the in situ trypsin digestion method. However, as expected, proteoglycans were more abundant within the guanidine-HCl extraction. These different methods were used to extract cartilage sections from different cartilage layers (superficial, intermediate, and deep), joint types (knee and hip), and disease states (healthy and osteoarthritic), and the extractions were evaluated by quantitative and qualitative proteomic analyses. The results of this study led to the identifications of the potential biomarkers of osteoarthritis (OA), OA progression, and the joint specific biomarkers.
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Affiliation(s)
- Ming-Feng Hsueh
- Duke Molecular Physiology Institute, ‡Departments of Medicine, and §Pathology, Duke University School of Medicine, Duke University , Durham, North Carolina 27701, United States.,Department of Clinical Sciences Lund, Section of Rheumatology and Molecular Skeletal Biology and ¶Department of Biochemistry and Structural Biology, Center for Molecular Protein Science, Lund University , SE 22184 Lund, Sweden
| | - Areej Khabut
- Duke Molecular Physiology Institute, ‡Departments of Medicine, and §Pathology, Duke University School of Medicine, Duke University , Durham, North Carolina 27701, United States.,Department of Clinical Sciences Lund, Section of Rheumatology and Molecular Skeletal Biology and ¶Department of Biochemistry and Structural Biology, Center for Molecular Protein Science, Lund University , SE 22184 Lund, Sweden
| | - Sven Kjellström
- Duke Molecular Physiology Institute, ‡Departments of Medicine, and §Pathology, Duke University School of Medicine, Duke University , Durham, North Carolina 27701, United States.,Department of Clinical Sciences Lund, Section of Rheumatology and Molecular Skeletal Biology and ¶Department of Biochemistry and Structural Biology, Center for Molecular Protein Science, Lund University , SE 22184 Lund, Sweden
| | - Patrik Önnerfjord
- Duke Molecular Physiology Institute, ‡Departments of Medicine, and §Pathology, Duke University School of Medicine, Duke University , Durham, North Carolina 27701, United States.,Department of Clinical Sciences Lund, Section of Rheumatology and Molecular Skeletal Biology and ¶Department of Biochemistry and Structural Biology, Center for Molecular Protein Science, Lund University , SE 22184 Lund, Sweden
| | - Virginia Byers Kraus
- Duke Molecular Physiology Institute, ‡Departments of Medicine, and §Pathology, Duke University School of Medicine, Duke University , Durham, North Carolina 27701, United States.,Department of Clinical Sciences Lund, Section of Rheumatology and Molecular Skeletal Biology and ¶Department of Biochemistry and Structural Biology, Center for Molecular Protein Science, Lund University , SE 22184 Lund, Sweden
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29
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Negm OH, Muftah AA, Aleskandarany MA, Hamed MR, Ahmad DAJ, Nolan CC, Diez-Rodriguez M, Tighe PJ, Ellis IO, Rakha EA, Green AR. Clinical utility of reverse phase protein array for molecular classification of breast cancer. Breast Cancer Res Treat 2015; 155:25-35. [PMID: 26661092 DOI: 10.1007/s10549-015-3654-2] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2015] [Accepted: 11/28/2015] [Indexed: 01/12/2023]
Abstract
Reverse Phase Protein Array (RPPA) represents a sensitive and high-throughput technique allowing simultaneous quantitation of protein expression levels in biological samples. This study aimed to confirm the ability of RPPA to classify archival formalin-fixed paraffin-embedded (FFPE) breast cancer tissues into molecular classes used in the Nottingham prognostic index plus (NPI+) determined by immunohistochemistry (IHC). Proteins were extracted from FFPE breast cancer tissues using three extraction protocols: the Q-proteome FFPE Tissue Kit (Qiagen, Hilden, Germany) and two in-house methods using Laemmli buffer with either incubation for 20 min or 2 h at 105 °C. Two preparation methods, full-face sections and macrodissection, were used to assess the yield and quality of protein extracts. Ten biomarkers used for the NPI+ (ER, PgR, HER2, Cytokeratins 5/6 and 7/8, EGFR, HER3, HER4, p53 and Mucin 1) were quantified using RPPA and compared to results determined by IHC. The Q-proteome FFPE Tissue Kit produced significantly higher protein concentration and signal intensities. The intra- and inter-array reproducibility assessment indicated that RPPA using FFPE lysates was a highly reproducible and robust technique. Expression of the biomarkers individually and in combination using RPPA was highly consistent with IHC results. Macrodissection of the invasive tumour component gave more reliable results with the majority of biomarkers determined by IHC, (80 % concordance) compared with full-face sections (60 % concordance). Our results provide evidence for the technical feasibility of RPPA for high-throughput protein expression profiling of FFPE breast cancer tissues. The sensitivity of the technique is related to the quality of extracted protein and purity of tumour tissue. RPPA could provide a quantitative technique alternative to IHC for the biomarkers used in the NPI+.
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Affiliation(s)
- Ola H Negm
- School of Life Sciences, Immunology, University of Nottingham, Nottingham, NG7 2UH, UK. .,Medical Microbiology and Immunology Department, Faculty of Medicine, Mansoura University, Mansoura, Egypt.
| | - Abir A Muftah
- Department of Histopathology, Division of Cancer and Stem Cells, School of Medicine, The University of Nottingham, Nottingham, UK. .,Department of Histopathology, Nottingham University Hospitals NHS Trust, Nottingham City Hospital, Nottingham, UK. .,Department of Pathology, Faculty of Medicine, Benghazi University, Benghazi, Libya.
| | - Mohammed A Aleskandarany
- Department of Histopathology, Division of Cancer and Stem Cells, School of Medicine, The University of Nottingham, Nottingham, UK.,Department of Histopathology, Nottingham University Hospitals NHS Trust, Nottingham City Hospital, Nottingham, UK
| | - Mohamed R Hamed
- School of Life Sciences, Immunology, University of Nottingham, Nottingham, NG7 2UH, UK.,Medical Microbiology and Immunology Department, Faculty of Medicine, Mansoura University, Mansoura, Egypt
| | - Dena A J Ahmad
- Department of Histopathology, Division of Cancer and Stem Cells, School of Medicine, The University of Nottingham, Nottingham, UK.,Department of Histopathology, Nottingham University Hospitals NHS Trust, Nottingham City Hospital, Nottingham, UK
| | - Christopher C Nolan
- Department of Histopathology, Division of Cancer and Stem Cells, School of Medicine, The University of Nottingham, Nottingham, UK.,Department of Histopathology, Nottingham University Hospitals NHS Trust, Nottingham City Hospital, Nottingham, UK
| | - Maria Diez-Rodriguez
- Department of Histopathology, Division of Cancer and Stem Cells, School of Medicine, The University of Nottingham, Nottingham, UK.,Department of Histopathology, Nottingham University Hospitals NHS Trust, Nottingham City Hospital, Nottingham, UK
| | - Patrick J Tighe
- School of Life Sciences, Immunology, University of Nottingham, Nottingham, NG7 2UH, UK
| | - Ian O Ellis
- Department of Histopathology, Division of Cancer and Stem Cells, School of Medicine, The University of Nottingham, Nottingham, UK.,Department of Histopathology, Nottingham University Hospitals NHS Trust, Nottingham City Hospital, Nottingham, UK
| | - Emad A Rakha
- Department of Histopathology, Division of Cancer and Stem Cells, School of Medicine, The University of Nottingham, Nottingham, UK.,Department of Histopathology, Nottingham University Hospitals NHS Trust, Nottingham City Hospital, Nottingham, UK
| | - Andrew R Green
- Department of Histopathology, Division of Cancer and Stem Cells, School of Medicine, The University of Nottingham, Nottingham, UK.,Department of Histopathology, Nottingham University Hospitals NHS Trust, Nottingham City Hospital, Nottingham, UK
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30
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Shen K, Sun J, Cao X, Zhou D, Li J. Comparison of Different Buffers for Protein Extraction from Formalin-Fixed and Paraffin-Embedded Tissue Specimens. PLoS One 2015; 10:e0142650. [PMID: 26580073 PMCID: PMC4651363 DOI: 10.1371/journal.pone.0142650] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2015] [Accepted: 10/26/2015] [Indexed: 01/26/2023] Open
Abstract
We determined the best extraction buffer for proteomic investigation using formalin-fixation and paraffin-embedded (FFPE) specimens. A Zwittergent 3–16 based buffer, sodium dodecyl sulfate (SDS)-containing buffer with/without polyethylene glycol 20000 (PEG20000), urea-containing buffer, and FFPE-FASP protein preparation kit were compared for protein extraction from different types of rat FFPE tissues, including the heart, brain, liver, lung, and kidney. All of the samples were divided into two groups of laser microdissected (LMD) and non-LMD specimens. For both kinds of specimens, Zwittergent was the most efficient buffer for identifying peptides and proteins, was broadly applicable to different tissues without impairing the enzymatic digestion, and was well compatible with mass spectrometry analysis. As a high molecular weight carrier substance, PEG20000 improved the identification of peptides and proteins; however, such an advantage is limited to tissues containing submicrograms to micrograms of protein. Considering its low lytic strength, urea-containing buffer would not be the first alternative for protein recovery. In conclusion, Zwittergent 3–16 is an effective buffer for extracting proteins from FFPE specimens for downstream proteomics analysis.
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Affiliation(s)
- Kaini Shen
- Department of Hematology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People's Republic of China
| | - Jian Sun
- Department of Pathology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People's Republic of China
| | - Xinxin Cao
- Department of Hematology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People's Republic of China
| | - Daobin Zhou
- Department of Hematology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People's Republic of China
| | - Jian Li
- Department of Hematology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People's Republic of China
- * E-mail:
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31
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Proteomic analysis of neurons microdissected from formalin-fixed, paraffin-embedded Alzheimer's disease brain tissue. Sci Rep 2015; 5:15456. [PMID: 26487484 PMCID: PMC4614382 DOI: 10.1038/srep15456] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2015] [Accepted: 09/25/2015] [Indexed: 12/22/2022] Open
Abstract
The vast majority of human tissue specimens are formalin-fixed, paraffin embedded (FFPE) archival samples, making this type of tissue a potential gold mine for medical research. It is now accepted that proteomics can be done using FFPE tissue and can generate similar results as snap-frozen tissue. However, the current methodology requires a large amount of starting protein, limiting the questions that can be answered in these types of proteomics studies and making cell-type specific proteomics studies difficult. Cell-type specific proteomics has the potential to greatly enhance understanding of cell functioning in both normal and disease states. Therefore, here we describe a new method that allows localized proteomics on individual cell populations isolated from FFPE tissue sections using laser capture microdissection. To demonstrate this technique we microdissected neurons from archived tissue blocks of the temporal cortex from patients with Alzheimer’s disease. Using this method we identified over 400 proteins in microdissected neurons; on average 78% that were neuronal and 50% that were associated with Alzheimer’s disease. Therefore, this technique is able to provide accurate and meaningful data and has great potential for any future study that wishes to perform localized proteomics using very small amounts of archived FFPE tissue.
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32
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Zhang Y, Muller M, Xu B, Yoshida Y, Horlacher O, Nikitin F, Garessus S, Magdeldin S, Kinoshita N, Fujinaka H, Yaoita E, Hasegawa M, Lisacek F, Yamamoto T. Unrestricted modification search reveals lysine methylation as major modification induced by tissue formalin fixation and paraffin embedding. Proteomics 2015; 15:2568-79. [PMID: 25825003 DOI: 10.1002/pmic.201400454] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2014] [Revised: 01/22/2015] [Accepted: 03/25/2015] [Indexed: 12/14/2022]
Abstract
Formalin-fixed paraffin-embedded (FFPE) tissue is considered as an appropriate alternative to frozen/fresh tissue for proteomic analysis. Here we study formalin-induced alternations on a proteome-wide level. We compared LC-MS/MS data of FFPE and frozen human kidney tissues by two methods. First, clustering analysis revealed that the biological variation is higher than the variation introduced by the two sample processing techniques and clusters formed in accordance with the biological tissue origin and not with the sample preservation method. Second, we combined open modification search and spectral counting to find modifications that are more abundant in FFPE samples compared to frozen samples. This analysis revealed lysine methylation (+14 Da) as the most frequent modification induced by FFPE preservation. We also detected a slight increase in methylene (+12 Da) and methylol (+30 Da) adducts as well as a putative modification of +58 Da, but they contribute less to the overall modification count. Subsequent SEQUEST analysis and X!Tandem searches of different datasets confirmed these trends. However, the modifications due to FFPE sample processing are a minor disturbance affecting 2-6% of all peptide-spectrum matches and the peptides lists identified in FFPE and frozen tissues are still highly similar.
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Affiliation(s)
- Ying Zhang
- Department of Structural Pathology, Institute of Nephrology, Graduate School of Medical and Dental Sciences, Niigata University, Niigata, Japan.,SIB-Swiss Institute of Bioinformatics, Geneva, Switzerland.,Biofluid Biomarker Center (BB-C), Institute for Research Collaboration and Promotion, Niigata University, Niigata, Japan
| | - Markus Muller
- SIB-Swiss Institute of Bioinformatics, Geneva, Switzerland
| | - Bo Xu
- Department of Structural Pathology, Institute of Nephrology, Graduate School of Medical and Dental Sciences, Niigata University, Niigata, Japan.,Department of Biology, Institute of Molecular Systems Biology, ETH Zurich, Zurich, Switzerland
| | - Yutaka Yoshida
- Department of Structural Pathology, Institute of Nephrology, Graduate School of Medical and Dental Sciences, Niigata University, Niigata, Japan
| | | | | | | | - Sameh Magdeldin
- Department of Structural Pathology, Institute of Nephrology, Graduate School of Medical and Dental Sciences, Niigata University, Niigata, Japan.,Department of Physiology, Faculty of Veterinary Medicine, Suez Canal University, Ismailia, Egypt
| | - Naohiko Kinoshita
- Department of Structural Pathology, Institute of Nephrology, Graduate School of Medical and Dental Sciences, Niigata University, Niigata, Japan
| | - Hidehiko Fujinaka
- Department of Structural Pathology, Institute of Nephrology, Graduate School of Medical and Dental Sciences, Niigata University, Niigata, Japan.,Institute of Clinical Research, Niigata National Hospital, Kashiwazaki, Japan
| | - Eishin Yaoita
- Department of Structural Pathology, Institute of Nephrology, Graduate School of Medical and Dental Sciences, Niigata University, Niigata, Japan
| | - Miki Hasegawa
- Division of Digestive & General Surgery, Niigata University, Niigata, Japan
| | | | - Tadashi Yamamoto
- Department of Structural Pathology, Institute of Nephrology, Graduate School of Medical and Dental Sciences, Niigata University, Niigata, Japan.,Biofluid Biomarker Center (BB-C), Institute for Research Collaboration and Promotion, Niigata University, Niigata, Japan
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Comprehensive proteome analysis of fresh frozen and optimal cutting temperature (OCT) embedded primary non-small cell lung carcinoma by LC-MS/MS. Methods 2015; 81:50-5. [PMID: 25721092 DOI: 10.1016/j.ymeth.2015.02.008] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2014] [Revised: 02/10/2015] [Accepted: 02/17/2015] [Indexed: 11/23/2022] Open
Abstract
Clinical tissue samples provide valuable information for understanding human diseases. One major type of clinical tissue sample that is amenable to various kinds of analysis is fresh frozen and optimal cutting temperature (OCT)-embedded primary patient tissue. Recent advances in mass spectrometry (MS) technologies have been widely applied to study human proteomes by using clinical specimens. However, polymeric compounds such as OCT can interfere with MS analyses. Here we present methods that enable the preparation and analysis of fresh frozen and OCT embedded primary tissue samples by LC-MS/MS. A scraping method was first introduced to reduce the heterogeneity of OCT-embedded non-small cell lung carcinoma tumor sections. OCT compound was reproducibly removed by a series of washing steps involving ethanol and water prior to trypsin digestion. In data-dependent acquisition mode, optimized dynamic exclusion duration settings were established to maximize peptide identifications. These sample preparation conditions and MS parameter settings should be utilized or carefully adjusted in order to achieve optimal comprehensive proteome characterization starting from fresh frozen and OCT embedded clinical tissue specimens.
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Vehmas AP, Muth-Pawlak D, Huhtinen K, Saloniemi-Heinonen T, Jaakkola K, Laajala TD, Kaprio H, Suvitie PA, Aittokallio T, Siitari H, Perheentupa A, Poutanen M, Corthals GL. Ovarian endometriosis signatures established through discovery and directed mass spectrometry analysis. J Proteome Res 2014; 13:4983-94. [PMID: 25099244 DOI: 10.1021/pr500384n] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
New molecular information on potential therapeutic targets or tools for noninvasive diagnosis for endometriosis are important for patient care and treatment. However, surprisingly few efforts have described endometriosis at the protein level. In this work we enumerate the proteins in patient endometrium and ovarian endometrioma by extensive and comprehensive analysis of minute amounts of cryosectioned tissues in a three-tiered mass spectrometric approach. Quantitative comparison of the tissues revealed 214 differentially expressed proteins in ovarian endometrioma and endometrium. These proteins are reported here as a resource of SRM (selected reaction monitoring) assays that are unique, standardized, and openly available. Pathway analysis of the proteome measurements revealed a potential role for Transforming growth factor β-1 in ovarian endometriosis development. Subsequent mRNA microarray analysis further revealed clear ovarian endometrioma specificity for a subset of these proteins, which was also supported by further in silico studies. In this process two important proteins emerged, Calponin-1 and EMILIN-1, that were additionally confirmed in ovarian endometrioma tissues by immunohistochemistry and Western blotting. This study provides the most comprehensive molecular description of ovarian endometriosis to date and researchers with new molecular methods and tools for high throughput patient screening using the SRM assays.
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Affiliation(s)
- Anni P Vehmas
- Turku Centre for Biotechnology, ‡Department of Physiology, Institute of Biomedicine, ⊥Department of Mathematics and Statistics, and ¶Turku Center for Disease Modeling, University of Turku , Turku, Finland
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35
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Assessment of the 2-d gel-based proteomics application of clinically archived formalin-fixed paraffin embedded tissues. Protein J 2014; 33:135-42. [PMID: 24500075 DOI: 10.1007/s10930-014-9545-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Hospital tissue repositories possess a vast and valuable supply of disease samples with matched retrospective clinical information. Detection and characterization of disease biomarkers in formalin-fixed paraffin-embedded (FFPE) tissues will greatly aid the understanding of the diseases mechanisms and help in the development of diagnostic and prognostic markers. In this study, the possibility of using full-length proteins extracted from clinically archived FFPE tissues in two-dimensional (2-D) gel-based proteomics was evaluated. The evaluation was done based on two types of tumor tissues (breast and prostate) and two extraction protocols. The comparison of the 2-D patterns of FFPE extracts obtained by two extraction protocols with the matching frozen tissue extracts showed that only 7-10% of proteins from frozen tissues can be matched to proteins from FFPE tissues. Most of the spots in the 2-D FFPE's maps had pl 4-6, while the percentages of proteins with pl above 6 were 3-5 times lower in comparison to the fresh/frozen tissue. Despite the three-fold lower number of the detected spots in FFPE maps compared to matched fresh/frozen maps, 67-78% of protein spots in FFPE could not be matched to the corresponding spots in the fresh/frozen tissue maps indicating irreversible protein modifications. In conclusion, the inability to completely reverse the cross-linked complexes and overcome protein fragmentation with the present day FFPE extraction methods stands in the way of effective use of these samples in 2-D gel based proteomics studies.
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36
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Aichler M, Luber B, Lordick F, Walch A. Proteomic and metabolic prediction of response to therapy in gastric cancer. World J Gastroenterol 2014; 20:13648-13657. [PMID: 25320503 PMCID: PMC4194549 DOI: 10.3748/wjg.v20.i38.13648] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/09/2013] [Accepted: 06/13/2014] [Indexed: 02/06/2023] Open
Abstract
Several new treatment options for gastric cancer have been introduced but the prognosis of patients diagnosed with gastric cancer is still poor. Disease prognosis could be improved for high-risk individuals by implementing earlier screenings. Because many patients are asymptomatic during the early stages of gastric cancer, the diagnosis is often delayed and patients present with unresectable locally advanced or metastatic disease. Cytotoxic treatment has been shown to prolong survival in general, but not all patients are responders. The application of targeted therapies and multimodal treatment has improved prognosis for those with advanced disease. However, these new therapeutic strategies do not uniformly benefit all patients. Predicting whether patients will respond to specific therapies would be of particular value and would allow for stratifying patients for personalized treatment strategies. Metabolic imaging by positron emission tomography was the first technique with the potential to predict the response of esophago-gastric cancer to neoadjuvant therapy. Exploring and validating tissue-based biomarkers are ongoing processes. In this review, we discuss the status of several targeted therapies for gastric cancer, as well as proteomic and metabolic methods for investigating biomarkers for therapy response prediction in gastric cancer.
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37
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Gustafsson OJR, Arentz G, Hoffmann P. Proteomic developments in the analysis of formalin-fixed tissue. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2014; 1854:559-80. [PMID: 25315853 DOI: 10.1016/j.bbapap.2014.10.003] [Citation(s) in RCA: 82] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/14/2014] [Revised: 09/22/2014] [Accepted: 10/06/2014] [Indexed: 02/07/2023]
Abstract
Retrospective proteomic studies, including those which aim to elucidate the molecular mechanisms driving cancer, require the assembly and characterization of substantial patient tissue cohorts. The difficulty of maintaining and accessing native tissue archives has prompted the development of methods to access archives of formalin-fixed tissue. Formalin-fixed tissue archives, complete with patient meta data, have accumulated for decades, presenting an invaluable resource for these retrospective studies. This review presents the current knowledge concerning formalin-fixed tissue, with descriptions of the mechanisms of formalin fixation, protein extraction, top-down proteomics, bottom-up proteomics, quantitative proteomics, phospho- and glycoproteomics as well as imaging mass spectrometry. Particular attention has been given to the inclusion of proteomic investigations of archived tumour tissue. This article is part of a Special Issue entitled: Medical Proteomics.
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Affiliation(s)
- Ove J R Gustafsson
- Adelaide Proteomics Centre, School of Molecular and Biomedical Science, The University of Adelaide, Adelaide, Australia 5005
| | - Georgia Arentz
- Adelaide Proteomics Centre, School of Molecular and Biomedical Science, The University of Adelaide, Adelaide, Australia 5005
| | - Peter Hoffmann
- Adelaide Proteomics Centre, School of Molecular and Biomedical Science, The University of Adelaide, Adelaide, Australia 5005.
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38
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Shah P, Zhang B, Choi C, Yang S, Zhou J, Harlan R, Tian Y, Zhang Z, Chan DW, Zhang H. Tissue proteomics using chemical immobilization and mass spectrometry. Anal Biochem 2014; 469:27-33. [PMID: 25283129 DOI: 10.1016/j.ab.2014.09.017] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2014] [Revised: 09/23/2014] [Accepted: 09/25/2014] [Indexed: 01/04/2023]
Abstract
Proteomics analysis is important for characterizing tissues to gain biological and pathological insights, which could lead to the identification of disease-associated proteins for disease diagnostics or targeted therapy. However, tissues are commonly embedded in optimal cutting temperature medium (OCT) or are formalin-fixed and paraffin-embedded (FFPE) in order to maintain tissue morphology for histology evaluation. Although several tissue proteomic analyses have been performed on FFPE tissues using advanced mass spectrometry (MS) technologies, high-throughput proteomic analysis of OCT-embedded tissues has been difficult due to the interference of OCT in the MS analysis. In addition, molecules other than proteins present in tissues further complicate tissue proteomic analysis. Here, we report the development of a method using chemical immobilization of proteins for peptide extraction (CIPPE). In this method, proteins are chemically immobilized onto a solid support; interferences from tissues and OCT embedding are removed by extensive washing of proteins conjugated on the solid support. Peptides are then released from the solid phase by proteolysis, enabling MS analysis. This method was first validated by eliminating OCT interference from a standard protein, human serum albumin, where all of the unique peaks contributed by OCT contamination were eradicated. Finally, this method was applied for the proteomic analysis of frozen and OCT-embedded tissues using iTRAQ (isobaric tag for relative and absolute quantitation) labeling and two-dimensional liquid chromatography tandem mass spectrometry. The data showed reproducible extraction and quantitation of 10,284 proteins from 3996 protein groups and a minimal impact of OCT embedding on the analysis of the global proteome of the stored tissue samples.
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Affiliation(s)
- Punit Shah
- Department of Pathology, Johns Hopkins University, Baltimore, MD 21231, USA
| | - Bai Zhang
- Department of Pathology, Johns Hopkins University, Baltimore, MD 21231, USA
| | - Caitlin Choi
- Department of Pathology, Johns Hopkins University, Baltimore, MD 21231, USA
| | - Shuang Yang
- Department of Pathology, Johns Hopkins University, Baltimore, MD 21231, USA
| | - Jianying Zhou
- Department of Pathology, Johns Hopkins University, Baltimore, MD 21231, USA
| | - Robert Harlan
- Department of Pathology, Johns Hopkins University, Baltimore, MD 21231, USA
| | - Yuan Tian
- Department of Pathology, Johns Hopkins University, Baltimore, MD 21231, USA
| | - Zhen Zhang
- Department of Pathology, Johns Hopkins University, Baltimore, MD 21231, USA
| | - Daniel W Chan
- Department of Pathology, Johns Hopkins University, Baltimore, MD 21231, USA
| | - Hui Zhang
- Department of Pathology, Johns Hopkins University, Baltimore, MD 21231, USA.
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39
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Comparison of two FFPE preparation methods using label-free shotgun proteomics: Application to tissues of diverticulitis patients. J Proteomics 2014; 112:250-61. [PMID: 25218866 DOI: 10.1016/j.jprot.2014.08.013] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2014] [Revised: 08/12/2014] [Accepted: 08/28/2014] [Indexed: 12/15/2022]
Abstract
UNLABELLED Formalin-fixed paraffin-embedded (FFPE) specimens of patients are useful sources of materials for clinical research and have recently gained interest for use in the discovery of clinical proteomic biomarkers. However, the critical step in this field is the ability to obtain an efficient and repeatable extraction using the limited quantities of material available for research in hospital biobanks. This work describes the evaluation of the peptide/protein extraction using FFPE sections treated by the following two methods before shotgun proteomic analysis: a commercial solution (FFPE-FASP) (filter aided sample preparation) and an antigen retrieval-derived protocol (On Slice AR). Their efficiencies and repeatabilities are compared using data-independent differential quantitative label-free analysis. FFPE-FASP was shown to be globally better both qualitatively and quantitatively than On Slice AR. FFPE-FASP was tested on several samples, and differential analysis was used to compare the tissues of diverticulitis patients (healthy and inflammatory tissues). In this differential proteomic analysis using retrospective clinical FFPE material, FFPE-FASP was reproducible and provided a high number of confident protein identifications, highlighting potential protein biomarkers. BIOLOGICAL SIGNIFICANCE In clinical proteomics, FFPE is an important resource for retrospective analysis and for the discovery of biomarkers. The challenge for FFPE shotgun proteomic analysis is preparation by an efficient and reproducible protocol, which includes protein extraction and digestion. In this study, we analyzed two different methods and evaluated their repeatabilities and efficiencies. We illustrated the reproducibility of the most efficient method, FFPE-FASP, by a pilot study on diverticulitis tissue and on FFPE samples amount accessible in hospital biobanks. These data showed that FFPE is suitable for use in clinical proteomics, especially when the FFPE-FASP method is combined with label-free shotgun proteomics as described in the workflow presented in this work.
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40
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Longuespée R, Fléron M, Pottier C, Quesada-Calvo F, Meuwis MA, Baiwir D, Smargiasso N, Mazzucchelli G, De Pauw-Gillet MC, Delvenne P, De Pauw E. Tissue Proteomics for the Next Decade? Towards a Molecular Dimension in Histology. OMICS-A JOURNAL OF INTEGRATIVE BIOLOGY 2014; 18:539-52. [DOI: 10.1089/omi.2014.0033] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Affiliation(s)
- Rémi Longuespée
- Mass Spectrometry Laboratory, GIGA-Research, Department of Chemistry, University of Liège, Liège, Belgium
| | - Maximilien Fléron
- Mammalian Cell Culture Laboratory, GIGA-Research, Department of Biomedical and Preclinical Sciences, University of Liège, Liège, Belgium
| | - Charles Pottier
- Laboratory of Experimental Pathology, GIGA-Cancer, Department of Pathology, University of Liège, Liège, Belgium
| | - Florence Quesada-Calvo
- Hepato-Gastroenterology and Digestive Oncology Department, Liège University Hospital, University of Liège, Liège, Belgium
| | - Marie-Alice Meuwis
- Hepato-Gastroenterology and Digestive Oncology Department, Liège University Hospital, University of Liège, Liège, Belgium
| | - Dominique Baiwir
- GIGA-R, GIGA Proteomic Facilities, University of Liège, Liège, Belgium
| | - Nicolas Smargiasso
- Mass Spectrometry Laboratory, GIGA-Research, Department of Chemistry, University of Liège, Liège, Belgium
| | - Gabriel Mazzucchelli
- Mass Spectrometry Laboratory, GIGA-Research, Department of Chemistry, University of Liège, Liège, Belgium
| | - Marie-Claire De Pauw-Gillet
- Mammalian Cell Culture Laboratory, GIGA-Research, Department of Biomedical and Preclinical Sciences, University of Liège, Liège, Belgium
| | - Philippe Delvenne
- Laboratory of Experimental Pathology, GIGA-Cancer, Department of Pathology, University of Liège, Liège, Belgium
| | - Edwin De Pauw
- Mass Spectrometry Laboratory, GIGA-Research, Department of Chemistry, University of Liège, Liège, Belgium
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41
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Chatterji B, Dickhut C, Mielke S, Krüger J, Just I, Glage S, Meier M, Wedekind D, Pich A. MALDI imaging mass spectrometry to investigate endogenous peptides in an animal model of Usher's disease. Proteomics 2014; 14:1674-87. [DOI: 10.1002/pmic.201300558] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2013] [Revised: 03/28/2014] [Accepted: 05/15/2014] [Indexed: 02/02/2023]
Affiliation(s)
- Bijon Chatterji
- Institute of Toxicology; Hannover Medical School; Hannover Germany
| | - Clarissa Dickhut
- Institute of Toxicology; Hannover Medical School; Hannover Germany
| | - Svenja Mielke
- Institute of Toxicology; Hannover Medical School; Hannover Germany
| | - Jonas Krüger
- Institute of Toxicology; Hannover Medical School; Hannover Germany
| | - Ingo Just
- Institute of Toxicology; Hannover Medical School; Hannover Germany
| | - Silke Glage
- Institute of Laboratory Animal Science; Hannover Medical School; Hannover Germany
| | - Martin Meier
- Institute of Laboratory Animal Science; Hannover Medical School; Hannover Germany
| | - Dirk Wedekind
- Institute of Laboratory Animal Science; Hannover Medical School; Hannover Germany
| | - Andreas Pich
- Institute of Toxicology; Hannover Medical School; Hannover Germany
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42
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Raimondo F, Corbetta S, Morosi L, Chinello C, Gianazza E, Castoldi G, Di Gioia C, Bombardi C, Stella A, Battaglia C, Bianchi C, Magni F, Pitto M. Urinary exosomes and diabetic nephropathy: a proteomic approach. MOLECULAR BIOSYSTEMS 2014; 9:1139-46. [PMID: 23344851 DOI: 10.1039/c2mb25396h] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Urinary exosomes (UE) are nanovesicles released by every epithelial cell facing the urinary space and they are considered a promising source of molecular markers for renal dysfunction and structural injury. Exosomal proteomics has emerged as a powerful tool for understanding the molecular composition of exosomes and has potential to accelerate biomarker discovery. We employed this strategy in the study of diabetic nephropathy (DN) and the consequent end stage renal disease, which represent the dramatic evolution of diabetes, often leading the patients to dialysis or kidney transplantation. The identification of DN biomarkers is likely to help monitoring the disease onset and progression. A label free LC-MS/MS approach was applied to investigate the alteration of the proteome of urinary exosomes isolated from the Zucker diabetic fatty rats (ZDF), as a model of type 2 DN. We collected 24 hour urine samples from 7 ZDF and from 7 control rats at different ages (6, 12 and 20 weeks old) to monitor the development of DN. Exosomes were isolated by ultracentrifugation and their purity assessed by immunoblotting for known exosomal markers. Exosomal proteins from urine samples of 20 week old rats were pooled and analyzed by nLC-ESI-UHR-QToF-MS/MS after pre-filtration and tryptic digestion, leading to the identification and label free quantification of 286 proteins. Subcellular localization and molecular functions were assigned to each protein by UniprotKB, showing that the majority of identified proteins were membrane-associated or cytoplasmic and involved in transport, signalling and cellular adhesion, typical functions of exosomal proteins. We further validated label free mass spectrometry results by immunoblotting, as exemplified by: Xaa-Pro dipeptidase, Major Urinary Protein 1 and Neprilysin, which resulted increased, decreased and not different, respectively, in exosomes isolated from diabetic urine samples compared to controls, by both techniques. In conclusion we show the potential of exosome proteomics for DN biomarker discovery.
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Affiliation(s)
- F Raimondo
- Department of Health Sciences, Milano-Bicocca University, Via Cadore 48, 20052 Monza, Italy
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43
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Luo Y, Wang L, Wang J. Developing proteomics-based biomarkers for colorectal neoplasms for clinical practice: opportunities and challenges. Proteomics Clin Appl 2014; 7:30-41. [PMID: 23255431 DOI: 10.1002/prca.201200071] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2012] [Revised: 10/30/2012] [Accepted: 11/20/2012] [Indexed: 12/17/2022]
Abstract
Colorectal cancer (CRC) arises from the normal colon epithelium through the accumulation of genetic mutations and epigenetic alterations that are associated with progression along the histological adenoma-adenocarcinoma sequence. Elucidating the molecular alterations underlying disease progression will not only provide insight into the behavior of the tumors, but also could lead to the discovery of useful biomarkers for diagnosis, monitoring treatment responsiveness, or predicting disease outcomes. In the past a few years, there have been several evaluating differentially expressed protein biomarkers by employing proteomics technologies coupled with mass spectrometry. In the current review, we will briefly summarize the results from selected recent studies using tissue or serum samples from CRC patients in the past 5 years and discuss the opportunities and challenges in translating these findings from the research setting to clinical practice.
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Affiliation(s)
- Yanxin Luo
- Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, PR China
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44
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Pham TV, Piersma SR, Oudgenoeg G, Jimenez CR. Label-free mass spectrometry-based proteomics for biomarker discovery and validation. Expert Rev Mol Diagn 2014; 12:343-59. [DOI: 10.1586/erm.12.31] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
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45
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Wakabayashi M, Yoshihara H, Masuda T, Tsukahara M, Sugiyama N, Ishihama Y. Phosphoproteome Analysis of Formalin-Fixed and Paraffin-Embedded Tissue Sections Mounted on Microscope Slides. J Proteome Res 2013; 13:915-24. [DOI: 10.1021/pr400960r] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Affiliation(s)
- Masaki Wakabayashi
- Graduate
School of Pharmaceutical Sciences, Kyoto University, Sakyo-ku, Kyoto 606-8501, Japan
| | - Hiroki Yoshihara
- Institute
for Advanced Biosciences, Keio University, Daihoji, Tsuruoka, Yamagata 997-0017, Japan
| | - Takeshi Masuda
- Institute
for Advanced Biosciences, Keio University, Daihoji, Tsuruoka, Yamagata 997-0017, Japan
| | - Mai Tsukahara
- Graduate
School of Pharmaceutical Sciences, Kyoto University, Sakyo-ku, Kyoto 606-8501, Japan
| | - Naoyuki Sugiyama
- Graduate
School of Pharmaceutical Sciences, Kyoto University, Sakyo-ku, Kyoto 606-8501, Japan
- Institute
for Advanced Biosciences, Keio University, Daihoji, Tsuruoka, Yamagata 997-0017, Japan
| | - Yasushi Ishihama
- Graduate
School of Pharmaceutical Sciences, Kyoto University, Sakyo-ku, Kyoto 606-8501, Japan
- Institute
for Advanced Biosciences, Keio University, Daihoji, Tsuruoka, Yamagata 997-0017, Japan
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46
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Kakimoto Y, Ito S, Abiru H, Kotani H, Ozeki M, Tamaki K, Tsuruyama T. Sorbin and SH3 domain-containing protein 2 is released from infarcted heart in the very early phase: proteomic analysis of cardiac tissues from patients. J Am Heart Assoc 2013; 2:e000565. [PMID: 24342996 PMCID: PMC3886759 DOI: 10.1161/jaha.113.000565] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
BACKGROUND Few proteomic studies have examined human cardiac tissue following acute lethal infarction. Here, we applied a novel proteomic approach to formalin-fixed, paraffin-embedded human tissue and aimed to reveal the molecular changes in the very early phase of acute myocardial infarction. METHODS AND RESULTS Heart tissue samples were collected from 5 patients who died within 7 hours of myocardial infarction and from 5 age- and sex-matched control cases. Infarcted and control myocardia were histopathologically diagnosed and captured using laser microdissection. Proteins were extracted using an originally established method and analyzed using liquid chromatography-tandem mass spectrometry. The label-free quantification demonstrated that the levels of 21 proteins differed significantly between patients and controls. In addition to known biomarkers, the sarcoplasmic protein sorbin and SH3 domain-containing protein 2 (SORBS2) was greatly reduced in infarcted myocardia. Immunohistochemical analysis of cardiac tissues confirmed the decrease, and Western blot analysis showed a significant increase in serum sorbin and SH3 domain-containing protein 2 in acute myocardial infarction patients (n=10) compared with control cases (n=11). CONCLUSIONS Our advanced comprehensive analysis using patient tissues and serums indicated that sarcoplasmic sorbin and SH3 domain-containing protein 2 is released from damaged cardiac tissue into the bloodstream upon lethal acute myocardial infarction. The proteomic strategy presented here is based on precise microscopic findings and is quite useful for candidate biomarker discovery using human tissue samples stored in depositories.
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Affiliation(s)
- Yu Kakimoto
- Department of Forensic Medicine, Kyoto University Graduate School of Medicine, Kyoto, Japan
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47
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Araújo JE, Oliveira E, Otero-Glez A, Santos Nores J, Igrejas G, Lodeiro C, Capelo JL, Santos HM. A comprehensive factorial design study of variables affecting protein extraction from formalin-fixed kidney tissue samples. Talanta 2013; 119:90-7. [PMID: 24401389 DOI: 10.1016/j.talanta.2013.10.019] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2013] [Revised: 10/03/2013] [Accepted: 10/15/2013] [Indexed: 12/25/2022]
Abstract
Formalin-fixed tissues are an important source of biological samples for biomedical research. However, proteomics analysis of formalin-fixed tissues has been set aside by formalin-induced protein modifications, which reduce protein extraction efficiency. In this study, a two level full factorial experimental design (2(4)) was used to determine the effects of the extracting conditions in the efficiency of protein recovery from formalin-fixed kidney samples. The following variables were assessed: temperature of extraction, pH of extraction, composition of the extracting buffer and the use ultrasonic energy applied with probe. It is clearly demonstrated that when hating and ultrasonic energy are used in conjunction, a 7-fold increase (p < 0.05) in protein extraction is obtained if compared to extracting conditions for which neither heating nor ultrasonic energy are used. The optimization study was done following the amount of protein extracted by UV (Nanodrop(®) technology, protein ABS at 280 nm) and by 1D SDS-PAGE. Extracts obtained with the optimized conditions were subjected to LC-MALDI MS/MS. A total of 112 proteins were identified.
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Affiliation(s)
- J E Araújo
- BIOSCOPE group, REQUIMTE, Department of Chemistry, Faculty of Science and Technology, University NOVA of Lisbon, Caparica, Portugal; Institute for Biotechnology and Bioengineering, Centre of Genomics and Biotechnology, University of Trás-os-Montes and Alto Douro, Vila Real, Portugal
| | - E Oliveira
- BIOSCOPE group, REQUIMTE, Department of Chemistry, Faculty of Science and Technology, University NOVA of Lisbon, Caparica, Portugal
| | - A Otero-Glez
- Servicio de Nefrología, Complejo Hospitalario Universitario de Ourense, Ourense, España
| | - J Santos Nores
- Servicio de Nefrología, Complejo Hospitalario Universitario de Ourense, Ourense, España
| | - G Igrejas
- Institute for Biotechnology and Bioengineering, Centre of Genomics and Biotechnology, University of Trás-os-Montes and Alto Douro, Vila Real, Portugal; Department of Genetics and Biotechnology, University of Trás-os-Montes and Alto Douro, Vila Real, Portugal
| | - C Lodeiro
- BIOSCOPE group, REQUIMTE, Department of Chemistry, Faculty of Science and Technology, University NOVA of Lisbon, Caparica, Portugal
| | - J L Capelo
- BIOSCOPE group, REQUIMTE, Department of Chemistry, Faculty of Science and Technology, University NOVA of Lisbon, Caparica, Portugal
| | - H M Santos
- BIOSCOPE group, REQUIMTE, Department of Chemistry, Faculty of Science and Technology, University NOVA of Lisbon, Caparica, Portugal; Institute for Biotechnology and Bioengineering, Centre of Genomics and Biotechnology, University of Trás-os-Montes and Alto Douro, Vila Real, Portugal.
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48
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Giusti L, Lucacchini A. Proteomic studies of formalin-fixed paraffin-embedded tissues. Expert Rev Proteomics 2013; 10:165-77. [PMID: 23573783 DOI: 10.1586/epr.13.3] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Formalin-fixed paraffin-embedded (FFPE) tissue specimens represent a valuable informational resource of histologically characterized specimens for proteomic studies. In this article, the authors review the advancement performed in the field of FFPE proteomics focusing on formaldehyde treatment and on strategies addressed to obtain the best recovery in the protein/peptide extraction. A variety of approaches have been used to characterize protein tissue extracts, and many efforts have been performed demonstrating the comparability between fresh/frozen and FFPE proteomes. Finally, the authors report and discuss the large numbers of works aimed at developing new strategies and sophisticated platforms in the analysis of FFPE samples to validate known potential biomarkers and to discover new ones.
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Affiliation(s)
- Laura Giusti
- Department of Pharmacy, University of Pisa, Via Bonanno 6, 56126 Pisa, Italy
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49
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Tanca A, Biosa G, Pagnozzi D, Addis MF, Uzzau S. Comparison of detergent-based sample preparation workflows for LTQ-Orbitrap analysis of the Escherichia coli proteome. Proteomics 2013; 13:2597-607. [PMID: 23784971 DOI: 10.1002/pmic.201200478] [Citation(s) in RCA: 85] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2012] [Revised: 04/09/2013] [Accepted: 05/28/2013] [Indexed: 11/06/2022]
Abstract
This work presents a comparative evaluation of several detergent-based sample preparation workflows for the MS-based analysis of bacterial proteomes, performed using the model organism Escherichia coli. Initially, RapiGest- and SDS-based buffers were compared for their protein extraction efficiency and quality of the MS data generated. As a result, SDS performed best in terms of total protein yields and overall number of MS identifications, mainly due to a higher efficiency in extracting high molecular weight (MW) and membrane proteins, while RapiGest led to an enrichment in periplasmic and fimbrial proteins. Then, SDS extracts underwent five different MS sample preparation workflows, including: detergent removal by spin columns followed by in-solution digestion (SC), protein precipitation followed by in-solution digestion in ammonium bicarbonate or urea buffer, filter-aided sample preparation (FASP), and 1DE separation followed by in-gel digestion. On the whole, about 1000 proteins were identified upon LC-MS/MS analysis of all preparations (>1100 with the SC workflow), with FASP producing more identified peptides and a higher mean sequence coverage. Each protocol exhibited specific behaviors in terms of MW, hydrophobicity, and subcellular localization distribution of the identified proteins; a comparative assessment of the different outputs is presented.
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Affiliation(s)
- Alessandro Tanca
- Porto Conte Ricerche, Tramariglio, Alghero, Italy; Dipartimento di Scienze Biomediche, Università di Sassari, Sassari, Italy
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Analysis of the formalin-fixed paraffin-embedded tissue proteome: pitfalls, challenges, and future prospectives. Amino Acids 2013; 45:205-18. [PMID: 23592010 DOI: 10.1007/s00726-013-1494-0] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2013] [Accepted: 04/02/2013] [Indexed: 10/26/2022]
Abstract
Formalin-fixed paraffin-embedded (FFPE) tissues are a real treasure for retrospective analysis considering the amount of samples present in hospital archives, combined with pathological, clinical, and outcome information available for every sample. Although unlocking the proteome of these tissues is still a challenge, new approaches are being developed. In this review, we summarize the different mass spectrometry platforms that are used in human clinical studies to unravel the FFPE proteome. The different ways of extracting crosslinked proteins and the analytical strategies are pointed out. Also, the pitfalls and challenges concerning the quality of FFPE proteomic approaches are depicted. We also evaluated the potential of these analytical methods for future clinical FFPE proteomics applications.
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