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Kozai AC, Brilli Skvarca L, Parks WT, Lane A, Barone Gibbs B, Catov JM. A novel technique to estimate intravillous fetal vasculature on routine placenta histologic sections. Placenta 2024; 145:60-64. [PMID: 38071790 PMCID: PMC10842830 DOI: 10.1016/j.placenta.2023.12.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 11/17/2023] [Accepted: 12/01/2023] [Indexed: 01/12/2024]
Abstract
Placental histopathologic lesions are dichotomized into "present" or "absent" and have limited inter-rater reliability. Continuous metrics are needed to characterize placental health and function. Tissue sections (N = 64) of human placenta were stained with CD34 antibody and hematoxylin. Proportion of the villous space occupied by fetal vascular endothelium (%FVE; pixels positive for CD34/total pixels) was evaluated for effect sizes associated with pregnancy outcomes, smoking status, and subtypes of lesions (n = 30). Time to fixation>60 min significantly increased the quantification. Large effect sizes were found between %FVE and both preterm birth and intrauterine growth restriction. These results demonstrate proof-of-concept for this vascular estimation.
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Affiliation(s)
- Andrea C Kozai
- Department of Epidemiology, University of Pittsburgh, Pittsburgh, PA, USA.
| | - Lauren Brilli Skvarca
- Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - William Tony Parks
- Department of Laboratory Medicine & Pathobiology - Anatomic Pathology, University of Toronto, Toronto, Ontario, Canada
| | - Abbi Lane
- Department of Exercise Science, University of South Carolina, Columbia, SC, USA
| | - Bethany Barone Gibbs
- Department of Epidemiology and Biostatistics, West Virginia University, Morgantown, WV, USA
| | - Janet M Catov
- Department of Epidemiology, University of Pittsburgh, Pittsburgh, PA, USA; Department of Obstetrics, Gynecology & Reproductive Sciences, University of Pittsburgh, Pittsburgh, PA, USA
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Uzoma IC, Taiwo IA, Ugwu NI, Durosinmi MA, Akinloye O. Quality and Quantity of Nucleic Acids Extracted from Formalin-Fixed Paraffin-Embedded Lymphoma Biopsies from Nigerian Archived Biopsy. Niger J Clin Pract 2023; 26:1854-1860. [PMID: 38158353 DOI: 10.4103/njcp.njcp_389_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Accepted: 08/17/2023] [Indexed: 01/03/2024]
Abstract
BACKGROUND Integrity of nucleic acids derived from archived formalin-fixed paraffin-embedded (FFPE) cancer specimens affects diagnosis, prognosis, and therapy. Several factors affect the quality and quantity of extracted nucleic acids and one of such factors is storage period. AIM We investigated the impact of storage duration on the quality and quantity of nucleic acids extracted from archived FFPE lymphoma biopsies in Nigeria. MATERIALS AND METHODS A total of 53 FFPE biopsies diagnosed as lymphoma stored over several years (2008-2019) were analyzed. They were 22 chronic lymphocytic leukemia (CLL) cases, 17 Hodgkin lymphoma (HL) cases, and 14 diffuse large B-cell lymphoma, not otherwise specified (DLBCL, NOS). DNA was extracted from all the lymphoma samples which were analyzed for integrity and amplifiability using the four pairs of control genes polymerase chain reaction (PCR) primers of BIOMED-2 protocol, whereas RNA extraction was from 6 CLL cases used for qPCR analysis of RNU43. RESULTS For CLL, the mean DNA yield was 193.6 ng/µl (range: 3.0-533.0 ng/µl), whereas the mean A260/A280 ratio was 1.7 (1.2-1.9). For DLBCL, NOS, and HL, 255.5 ng/µl (range: 32.9-605.4 ng/µl), 1.8 (1.5-2.0) and 242.7 ng/µl (range: 1.3-886.0 ng/µl), and 1.7 (0.9-1.8), respectively. The extracted DNA gave amplifiable products of at least 200bp, whereas the RNA analysis showed CT values of <38 in all the samples. The mean RNA yield was 462.2 ng/µl (range: 74.7-1082.1), whereas the mean A260/A280 was 1.7 (1.5-1.8). CONCLUSION Quantity and quality of nucleic acids from FFPE tissues stored for different time periods showed no significant difference in yield and quality.
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Affiliation(s)
- I C Uzoma
- Department of Medical Laboratory Science, Faculty of Health Sciences and Technology, Molecular Hematology and Immunogenetics Laboratory, College of Medicine, University of Nigeria, Enugu Campus, Nsukka, Nigeria
| | - I A Taiwo
- Department of Cell Biology and Genetics, Faculty of Science, Genetics Laboratory, University of Lagos, Lagos, Nigeria
| | - N I Ugwu
- Department of Hematology and Immunology, Faculty of Clinical Medicine, College of Health Sciences, Ebonyi State University, Abakaliki, Nigeria
| | - M A Durosinmi
- Department of Hematology and Blood Transfusion, Obafemi Awolowo University Teaching Hospitals Complex, Ile-Ife, Nigeria
| | - O Akinloye
- Department of Medical Laboratory Science, Faculty of Basic Medical Sciences, Clinical Chemistry and Molecular Diagnostics Laboratory, College of Medicine, University of Lagos, Lagos, Nigeria
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Kumarasamy G, Ismail MN, Tuan Sharif SE, Desire C, Mittal P, Hoffmann P, Kaur G. Protein Profiling in Human Papillomavirus-Associated Cervical Carcinogenesis: Cornulin as a Biomarker for Disease Progression. Curr Issues Mol Biol 2023; 45:3603-3627. [PMID: 37185759 PMCID: PMC10137006 DOI: 10.3390/cimb45040235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2023] [Revised: 04/07/2023] [Accepted: 04/08/2023] [Indexed: 05/17/2023] Open
Abstract
Nearly 90% of cervical cancers are linked to human papillomavirus (HPV). Uncovering the protein signatures in each histological phase of cervical oncogenesis provides a path to biomarker discovery. The proteomes extracted from formalin-fixed paraffin-embedded tissues of the normal cervix, HPV16/18-associated squamous intraepithelial lesion (SIL), and squamous cell carcinoma (SCC) were compared using liquid chromatography-mass spectrometry (LC-MS). A total of 3597 proteins were identified, with 589, 550, and 1570 proteins unique to the normal cervix, SIL, and SCC groups, respectively, while 332 proteins overlapped between the three groups. In the transition from normal cervix to SIL, all 39 differentially expressed proteins were downregulated, while all 51 proteins discovered were upregulated in SIL to SCC. The binding process was the top molecular function, while chromatin silencing in the SIL vs. normal group, and nucleosome assembly in SCC vs. SIL groups was the top biological process. The PI3 kinase pathway appears crucial in initiating neoplastic transformation, while viral carcinogenesis and necroptosis are important for cell proliferation, migration, and metastasis in cervical cancer development. Annexin A2 and cornulin were selected for validation based on LC-MS results. The former was downregulated in the SIL vs. normal cervix and upregulated in the progression from SIL to SCC. In contrast, cornulin exhibited the highest expression in the normal cervix and lowest in SCC. Although other proteins, such as histones, collagen, and vimentin, were differentially expressed, their ubiquitous expression in most cells precluded further analysis. Immunohistochemical analysis of tissue microarrays found no significant difference in Annexin A2 expression between the groups. Conversely, cornulin exhibited the strongest expression in the normal cervix and lowest in SCC, supporting its role as a tumor suppressor and potential biomarker for disease progression.
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Affiliation(s)
- Gaayathri Kumarasamy
- Institute for Research in Molecular Medicine (INFORMM), Universiti Sains Malaysia, Minden 11800, Pulau Pinang, Malaysia
| | - Mohd Nazri Ismail
- Institute for Research in Molecular Medicine (INFORMM), Universiti Sains Malaysia, Minden 11800, Pulau Pinang, Malaysia
- Analytical Biochemistry Research Centre (ABrC), Universiti Sains Malaysia, Bayan Lepas 11900, Pulau Pinang, Malaysia
| | - Sharifah Emilia Tuan Sharif
- Department of Pathology, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian 16150, Kelantan, Malaysia
| | - Christopher Desire
- Clinical Health Sciences, University of South Australia, City West Campus, Adelaide, SA 5000, Australia
| | - Parul Mittal
- Clinical Health Sciences, University of South Australia, City West Campus, Adelaide, SA 5000, Australia
| | - Peter Hoffmann
- Clinical Health Sciences, University of South Australia, City West Campus, Adelaide, SA 5000, Australia
| | - Gurjeet Kaur
- Institute for Research in Molecular Medicine (INFORMM), Universiti Sains Malaysia, Minden 11800, Pulau Pinang, Malaysia
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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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Thant L, Kaku M, Kakihara Y, Mizukoshi M, Kitami M, Arai M, Kitami K, Kobayashi D, Yoshida Y, Maeda T, Saito I, Uoshima K, Saeki M. Extracellular Matrix-Oriented Proteomic Analysis of Periodontal Ligament Under Mechanical Stress. Front Physiol 2022; 13:899699. [PMID: 35669581 PMCID: PMC9163570 DOI: 10.3389/fphys.2022.899699] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2022] [Accepted: 04/11/2022] [Indexed: 11/22/2022] Open
Abstract
The periodontal ligament (PDL) is a specialized connective tissue that provides structural support to the tooth and is crucial for oral functions. The mechanical properties of the PDL are mainly derived from the tissue-specific composition and structural characteristics of the extracellular matrix (ECM). The ECM also plays key roles in determining cell fate in the cellular microenvironment thus crucial in the PDL tissue homeostasis. In the present study, we determined the comprehensive ECM profile of mouse molar PDL using laser microdissection and mass spectrometry-based proteomic analysis with ECM-oriented data curation. Additionally, we evaluated changes in the ECM proteome under mechanical loading using a mouse orthodontic tooth movement (OTM) model and analyzed potential regulatory networks using a bioinformatics approach. Proteomic changes were evaluated in reference to the novel second harmonic generation (SHG)-based fiber characterization. Our ECM-oriented proteomics approach succeeded in illustrating the comprehensive ECM profile of the mouse molar PDL. We revealed the presence of type II collagen in PDL, possibly associated with the load-bearing function upon occlusal force. Mechanical loading induced unique architectural changes in collagen fibers along with dynamic compositional changes in the matrisome profile, particularly involving ECM glycoproteins and matrisome-associated proteins. We identified several unique matrisome proteins which responded to the different modes of mechanical loading in PDL. Notably, the proportion of type VI collagen significantly increased at the mesial side, contributing to collagen fibrogenesis. On the other hand, type XII collagen increased at the PDL-cementum boundary of the distal side. Furthermore, a multifaceted bioinformatics approach illustrated the potential molecular cues, including PDGF signaling, that maintain ECM homeostasis under mechanical loading. Our findings provide fundamental insights into the molecular network underlying ECM homeostasis in PDL, which is vital for clinical diagnosis and development of biomimetic tissue-regeneration strategies.
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Affiliation(s)
- Lay Thant
- Division of Dental Pharmacology, Faculty of Dentistry & Graduate School of Medical and Dental Sciences, Niigata University, Niigata, Japan
- Division of Orthodontics, Faculty of Dentistry & Graduate School of Medical and Dental Sciences, Niigata University, Niigata, Japan
- Center for Advanced Oral Science, Faculty of Dentistry & Graduate School of Medical and Dental Sciences, Niigata University, Niigata, Japan
| | - Masaru Kaku
- Division of Bio-prosthodontics, Faculty of Dentistry & Graduate School of Medical and Dental Sciences, Niigata University, Niigata, Japan
- *Correspondence: Masaru Kaku,
| | - Yoshito Kakihara
- Division of Dental Pharmacology, Faculty of Dentistry & Graduate School of Medical and Dental Sciences, Niigata University, Niigata, Japan
| | - Masaru Mizukoshi
- Division of Orthodontics, Faculty of Dentistry & Graduate School of Medical and Dental Sciences, Niigata University, Niigata, Japan
| | - Megumi Kitami
- Division of Dental Pharmacology, Faculty of Dentistry & Graduate School of Medical and Dental Sciences, Niigata University, Niigata, Japan
- Center for Advanced Oral Science, Faculty of Dentistry & Graduate School of Medical and Dental Sciences, Niigata University, Niigata, Japan
| | - Moe Arai
- Division of Orthodontics, Faculty of Dentistry & Graduate School of Medical and Dental Sciences, Niigata University, Niigata, Japan
| | - Kohei Kitami
- Division of Orthodontics, Faculty of Dentistry & Graduate School of Medical and Dental Sciences, Niigata University, Niigata, Japan
| | - Daiki Kobayashi
- Omics Unit, Graduate School of Medical and Dental Sciences, Niigata University, Niigata, Japan
| | - Yutaka Yoshida
- Department of Structural Pathology, Kidney Research Center, Graduate School of Medical and Dental Sciences, Niigata University, Niigata, Japan
| | - Takeyasu Maeda
- Center for Advanced Oral Science, Faculty of Dentistry & Graduate School of Medical and Dental Sciences, Niigata University, Niigata, Japan
| | - Isao Saito
- Division of Orthodontics, Faculty of Dentistry & Graduate School of Medical and Dental Sciences, Niigata University, Niigata, Japan
| | - Katsumi Uoshima
- Division of Bio-prosthodontics, Faculty of Dentistry & Graduate School of Medical and Dental Sciences, Niigata University, Niigata, Japan
| | - Makio Saeki
- Division of Dental Pharmacology, Faculty of Dentistry & Graduate School of Medical and Dental Sciences, Niigata University, Niigata, Japan
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Carregari VC. Phosphopeptide Enrichment Techniques: A Pivotal Step for Phosphoproteomic Studies. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2022; 1382:17-27. [DOI: 10.1007/978-3-031-05460-0_2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/15/2022]
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Rossouw S, Bendou H, Bell L, Rigby J, Christoffels A. Effect of polyethylene glycol 20 000 on protein extraction efficiency of formalin-fixed paraffin-embedded tissues in South Africa. Afr J Lab Med 2021; 10:1122. [PMID: 34966662 PMCID: PMC8689371 DOI: 10.4102/ajlm.v10i1.1122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2019] [Accepted: 09/08/2021] [Indexed: 11/01/2022] Open
Abstract
BACKGROUND Optimal protocols for efficient and reproducible protein extraction from formalin-fixed paraffin-embedded (FFPE) tissues are not yet standardised and new techniques are continually developed and improved. The effect of polyethylene glycol (PEG) 20 000 on protein extraction efficiency has not been evaluated using human FFPE colorectal cancer tissues and there is no consensus on the protein extraction solution required for efficient, reproducible extraction. OBJECTIVE The impact of PEG 20 000 on protein extraction efficiency, reproducibility and protein selection bias was evaluated using FFPE colonic tissue via liquid chromatography tandem mass spectrometry analysis. METHODS This study was conducted from August 2017 to July 2019 using human FFPE colorectal carcinoma tissues from the Anatomical Pathology department at Tygerberg Hospital in South Africa. Samples were analysed via label-free liquid chromatography tandem mass spectrometry to determine the impact of using PEG 20 000 in the protein extraction solution. Data were assessed regarding peptide and protein identifications, method efficiency, reproducibility, protein characteristics and organisation relating to gene ontology categories. RESULTS Polyethylene glycol 20 000 exclusion increased peptides and proteins identifications and the method was more reproducible compared to the samples processed with PEG 20 000. However, no differences were observed with regard to protein selection bias. We found that higher protein concentrations (> 10 µg) compromised the function of PEG. CONCLUSION This study indicates that protocols generating high protein yields from human FFPE tissues would benefit from the exclusion of PEG 20 000 in the protein extraction solution.
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Affiliation(s)
- Sophia Rossouw
- South African Medical Research Council Bioinformatics Unit, South African National Bioinformatics Institute, University of the Western Cape, Cape Town, South Africa
| | - Hocine Bendou
- South African Medical Research Council Bioinformatics Unit, South African National Bioinformatics Institute, University of the Western Cape, Cape Town, South Africa
| | - Liam Bell
- Centre for Proteomic and Genomic Research, Observatory, Cape Town, South Africa
| | - Jonathan Rigby
- Department of Anatomical Pathology, National Health Laboratory Service, Tygerberg Hospital, Stellenbosch University, Cape Town, South Africa
| | - Alan Christoffels
- South African Medical Research Council Bioinformatics Unit, South African National Bioinformatics Institute, University of the Western Cape, Cape Town, South Africa
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Nakayasu ES, Gritsenko M, Piehowski PD, Gao Y, Orton DJ, Schepmoes AA, Fillmore TL, Frohnert BI, Rewers M, Krischer JP, Ansong C, Suchy-Dicey AM, Evans-Molina C, Qian WJ, Webb-Robertson BJM, Metz TO. Tutorial: best practices and considerations for mass-spectrometry-based protein biomarker discovery and validation. Nat Protoc 2021; 16:3737-3760. [PMID: 34244696 PMCID: PMC8830262 DOI: 10.1038/s41596-021-00566-6] [Citation(s) in RCA: 93] [Impact Index Per Article: 31.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Accepted: 04/26/2021] [Indexed: 02/06/2023]
Abstract
Mass-spectrometry-based proteomic analysis is a powerful approach for discovering new disease biomarkers. However, certain critical steps of study design such as cohort selection, evaluation of statistical power, sample blinding and randomization, and sample/data quality control are often neglected or underappreciated during experimental design and execution. This tutorial discusses important steps for designing and implementing a liquid-chromatography-mass-spectrometry-based biomarker discovery study. We describe the rationale, considerations and possible failures in each step of such studies, including experimental design, sample collection and processing, and data collection. We also provide guidance for major steps of data processing and final statistical analysis for meaningful biological interpretations along with highlights of several successful biomarker studies. The provided guidelines from study design to implementation to data interpretation serve as a reference for improving rigor and reproducibility of biomarker development studies.
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Affiliation(s)
- Ernesto S Nakayasu
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, USA.
| | - Marina Gritsenko
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, USA
| | - Paul D Piehowski
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, USA
| | - Yuqian Gao
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, USA
| | - Daniel J Orton
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, USA
| | - Athena A Schepmoes
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, USA
| | - Thomas L Fillmore
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, USA
| | - Brigitte I Frohnert
- Barbara Davis Center for Diabetes, School of Medicine, University of Colorado, Aurora, CO, USA
| | - Marian Rewers
- Barbara Davis Center for Diabetes, School of Medicine, University of Colorado, Aurora, CO, USA
| | - Jeffrey P Krischer
- Morsani College of Medicine, University of South Florida, Tampa, FL, USA
| | - Charles Ansong
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, USA
| | - Astrid M Suchy-Dicey
- Elson S. Floyd College of Medicine, Washington State University, Seattle, WA, USA
| | - Carmella Evans-Molina
- Center for Diabetes and Metabolic Diseases and the Herman B Wells Center for Pediatric Research, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Wei-Jun Qian
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, USA
| | - Bobbie-Jo M Webb-Robertson
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, USA
- Department of Biostatistics and Informatics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Thomas O Metz
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA, USA.
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9
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Marliot F, Chen X, Kirilovsky A, Sbarrato T, El Sissy C, Batista L, Van den Eynde M, Haicheur-Adjouri N, Anitei MG, Musina AM, Scripcariu V, Lagorce-Pagès C, Hermitte F, Galon J, Fieschi J, Pagès F. Analytical validation of the Immunoscore and its associated prognostic value in patients with colon cancer. J Immunother Cancer 2021; 8:jitc-2019-000272. [PMID: 32448799 PMCID: PMC7253006 DOI: 10.1136/jitc-2019-000272] [Citation(s) in RCA: 38] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/09/2020] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND New and fully validated tests need to be brought into clinical practice to improve the estimation of recurrence risk in patients with colon cancer. The aim of this study was to assess the analytical performances of the Immunoscore (IS) and show its contribution to prognosis prediction. METHODS Immunohistochemical staining of CD3+ and CD8+ T cells on adjacent sections of colon cancer tissues were quantified in the core of the tumor and its invasive margin with dedicated IS modules integrated into digital pathology software. Staining intensity across samples collected between 1989 and 2016 (n=595) was measured. The accuracy of the IS workflow was established by comparing optical and automatic counts. Analytical precision of the IS was evaluated within individual tumor block on distant sections and between eligible blocks. The IS interlaboratory reproducibility (n=100) and overall assay precision were assessed (n=3). Contribution of the IS to prediction of recurrence based on clinical and molecular parameters was determined (n=538). RESULTS Optical and automatic counts for CD3+ or CD8+ were strongly correlated (r=0.94, p<0.001 and r=0.92, p<0.001, respectively). CD3 and CD8 staining intensities were not altered by the age of the tumor block over a period of 30 years. Neither the position of tested tissue sections within a tumor block nor the selection of the tissue blocks affected the IS. Reproducibility of the IS was not affected by multiple variables (eg, antibody lots, DAB revelation kits, immunohistochemistry automates and operators). Interassay repeatability of the IS was 100% and interlaboratory reproducibility between two testing centers was 93%. Finally, in a case series of patients with stage II-III colon cancer, the relative proportion of variance for time to recurrence was greatest for the IS (53% of prognostic variability) in a model that included IS, T-stage, microsatellite instability status and total number of lymph nodes. CONCLUSION IS is a robust and validated clinical assay leveraging immune scoring to predict recurrence risk of patient with localized colon cancer. The strong and independent prognostic value of IS should pave the way for it use in clinical practice.
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Affiliation(s)
- Florence Marliot
- Laboratory of Integrative Immunology and cancerology, INSERM, University of Paris, Cordeliers Research centre, Immunomonitoring Platform, Laboratory of Immunology, AP-HP (Assistance Publique-Hôpitaux de Paris) Hôpital Européen Georges Pompidou, Paris, France
| | - Xiaoyi Chen
- Laboratory of Information Sciences to Support Personalized Medicine, Cordeliers Research Centre, Paris, France
| | - Amos Kirilovsky
- Laboratory of Integrative Immunology and cancerology, INSERM, University of Paris, Cordeliers Research centre, Immunomonitoring Platform, Laboratory of Immunology, AP-HP (Assistance Publique-Hôpitaux de Paris) Hôpital Européen Georges Pompidou, Paris, France
| | | | - Carine El Sissy
- Laboratory of Integrative Immunology and cancerology, INSERM, University of Paris, Cordeliers Research centre, Immunomonitoring Platform, Laboratory of Immunology, AP-HP (Assistance Publique-Hôpitaux de Paris) Hôpital Européen Georges Pompidou, Paris, France
| | | | - Marc Van den Eynde
- Department of clinical and medical oncology, Cliniques universitaires Saint-Luc Institut Roi Albert II, Bruxelles, Belgium
| | - Nacilla Haicheur-Adjouri
- Immunomonitoring Platform, Laboratory of Immunology, AP-HP (Assistance Publique-Hôpitaux de Paris) Hôpital Européen Georges Pompidou, Paris, France
| | - Maria-Gabriela Anitei
- Department of Surgery, Grigore T Popa University of Medicine and Pharmacy Faculty of Medicine, Iasi, Romania
| | - Ana-Maria Musina
- Department of Surgery, Grigore T Popa University of Medicine and Pharmacy Faculty of Medicine, Iasi, Romania
| | - Viorel Scripcariu
- Department of Surgery, Grigore T Popa University of Medicine and Pharmacy Faculty of Medicine, Iasi, Romania
| | - Christine Lagorce-Pagès
- Laboratory of Integrative Immunology and cancerology, INSERM, University of Paris, Cordeliers Research centre, Immunomonitoring Platform, Laboratory of Immunology, AP-HP (Assistance Publique-Hôpitaux de Paris) Hôpital Européen Georges Pompidou, Paris, France
| | | | - Jérôme Galon
- Laboratory of Integrative Immunology and cancerology, INSERM, University of Paris, Cordeliers Research centre, Immunomonitoring Platform, Laboratory of Immunology, AP-HP (Assistance Publique-Hôpitaux de Paris) Hôpital Européen Georges Pompidou, Paris, France
| | | | - Franck Pagès
- Laboratory of Integrative Immunology and cancerology, INSERM, University of Paris, Cordeliers Research centre, Immunomonitoring Platform, Laboratory of Immunology, AP-HP (Assistance Publique-Hôpitaux de Paris) Hôpital Européen Georges Pompidou, Paris, France
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10
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Suganuma N, Kawachi K, Yamashita T, Yamanaka T, Sugawara Y, Matsubara Y, Yamazaki H, Kohagura K, Toda S, Okamoto S, Yoshida T, Rino Y, Masuda M, Narimatsu H, Fujita H, Yoshioka E, Yokose T, Furuta K, Miyagi Y. Quality Control of Breast Cancer Surgery Samples: Introducing Time Stamp Checking. Biopreserv Biobank 2021; 19:369-375. [PMID: 33926234 DOI: 10.1089/bio.2020.0133] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Background: Analytical information obtained from clinical tissue samples has recently become more important due to recent advancements in the clinical practice of medicine, for example, gene panel testing. However, acquiring and managing the sample quality, which greatly influences the analyses, are not sufficient and hence requires immediate attention. We introduced time stamp (TS) recording and documentation using the Standard PREanalytical Code (SPREC) for breast cancer surgery samples to monitor and control their quality. Materials and Methods: The TS recording used SPREC for quality control of each sample by recording seven factors: type of sample, type of collection, warm ischemia time (WIT), cold ischemia time (CIT), fixation type, fixation time (FT), and long-term storage. The responsibilities to record each factor were assigned among group members (breast surgeons, anesthesiologists, pathologists, operating room nurses, and medical technologists in pathology). Results: Records based on SPREC were recorded for 393 surgical cases of first-time breast cancer patients performed at the Kanagawa Cancer Center from May 2018 to April 2019. The vascular clamp time was defined as when skin flap formation was completed, regardless of the surgical procedure. An anesthesiologist recorded the vascular clamp time and sample collection time, and the pathologist recorded the fixation start time and fixation end time. WIT was 23 (3-116) minutes (breast-conserving surgery, 11 [3-38] minutes; mastectomy, 26 [5-116] minutes; and nipple-sparing mastectomy, 39 [31-43] minutes), CIT was 37 (3-1052) minutes, and FT was 43 (17-115) hours. The median CIT and FT were significantly shortened after introducing the TS system, and the variabilities were reduced. Conclusion: A TS system for quality control of breast cancer surgical sample functions well due to the establishment of highly versatile WIT and a working group consisting of multiple members of different occupations who shared roles.
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Affiliation(s)
- Nobuyasu Suganuma
- Department of Surgery, Yokohama City University, Yokohama, Japan.,Department of Breast and Endocrine Surgery, Kanagawa Cancer Center, Yokohama, Japan
| | - Kae Kawachi
- Department of Pathology, Kanagawa Cancer Center, Yokohama, Japan
| | - Toshinari Yamashita
- Department of Breast and Endocrine Surgery, Kanagawa Cancer Center, Yokohama, Japan
| | - Takashi Yamanaka
- Department of Breast and Endocrine Surgery, Kanagawa Cancer Center, Yokohama, Japan
| | - Yuko Sugawara
- Department of Breast and Endocrine Surgery, Kanagawa Cancer Center, Yokohama, Japan
| | - Yuka Matsubara
- Department of Breast and Endocrine Surgery, Kanagawa Cancer Center, Yokohama, Japan
| | - Haruhiko Yamazaki
- Department of Breast and Endocrine Surgery, Kanagawa Cancer Center, Yokohama, Japan
| | - Kaori Kohagura
- Department of Breast and Endocrine Surgery, Kanagawa Cancer Center, Yokohama, Japan
| | - Soji Toda
- Department of Breast and Endocrine Surgery, Kanagawa Cancer Center, Yokohama, Japan
| | - Saki Okamoto
- Department of Breast and Endocrine Surgery, Kanagawa Cancer Center, Yokohama, Japan
| | - Tatsuya Yoshida
- Department of Surgery, Yokohama City University, Yokohama, Japan
| | - Yasushi Rino
- Department of Surgery, Yokohama City University, Yokohama, Japan
| | - Munetaka Masuda
- Department of Surgery, Yokohama City University, Yokohama, Japan
| | - Hiroto Narimatsu
- Cancer Prevention and Control Division, Kanagawa Cancer Center Research Institute, Yokohama, Japan
| | - Hisae Fujita
- Department of Anesthesiology, Kanagawa Cancer Center, Yokohama, Japan
| | - Emi Yoshioka
- Department of Pathology, Kanagawa Cancer Center, Yokohama, Japan
| | - Tomonori Yokose
- Department of Pathology, Kanagawa Cancer Center, Yokohama, Japan
| | - Koh Furuta
- Division of Clinical Laboratory, Kanagawa Cancer Center, Yokohama, Japan
| | - Yohei Miyagi
- Molecular Pathology and Genetics Division, Kanagawa Cancer Center Research Institute, Yokohama, Japan
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11
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Cotton S, Ferreira D, Soares J, Peixoto A, Relvas-Santos M, Azevedo R, Piairo P, Diéguez L, Palmeira C, Lima L, Silva AMN, Lara Santos L, Ferreira JA. Target Score-A Proteomics Data Selection Tool Applied to Esophageal Cancer Identifies GLUT1-Sialyl Tn Glycoforms as Biomarkers of Cancer Aggressiveness. Int J Mol Sci 2021; 22:ijms22041664. [PMID: 33562270 PMCID: PMC7915893 DOI: 10.3390/ijms22041664] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Revised: 01/28/2021] [Accepted: 02/02/2021] [Indexed: 02/07/2023] Open
Abstract
Esophageal cancer (EC) is a life-threatening disease, demanding the discovery of new biomarkers and molecular targets for precision oncology. Aberrantly glycosylated proteins hold tremendous potential towards this objective. In the current study, a series of esophageal squamous cell carcinomas (ESCC) and EC-derived circulating tumor cells (CTCs) were screened by immunoassays for the sialyl-Tn (STn) antigen, a glycan rarely expressed in healthy tissues and widely observed in aggressive gastrointestinal cancers. An ESCC cell model was glycoengineered to express STn and characterized in relation to cell proliferation and invasion in vitro. STn was found to be widely present in ESCC (70% of tumors) and in CTCs in 20% of patients, being associated with general recurrence and reduced survival. Furthermore, STn expression in ESCC cells increased invasion in vitro, while reducing cancer cells proliferation. In parallel, an ESCC mass spectrometry-based proteomics dataset, obtained from the PRIDE database, was comprehensively interrogated for abnormally glycosylated proteins. Data integration with the Target Score, an algorithm developed in-house, pinpointed the glucose transporter type 1 (GLUT1) as a biomarker of poor prognosis. GLUT1-STn glycoproteoforms were latter identified in tumor tissues in patients facing worst prognosis. Furthermore, healthy human tissues analysis suggested that STn glycosylation provided cancer specificity to GLUT1. In conclusion, STn is a biomarker of worst prognosis in EC and GLUT1-STn glycoforms may be used to increase its specificity on the stratification and targeting of aggressive ESCC forms.
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Affiliation(s)
- Sofia Cotton
- Experimental Pathology and Therapeutics Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute (IPO Porto), 4200-072 Porto, Portugal; (S.C.); (D.F.); (J.S.); (A.P.); (M.R.-S.); (C.P.); (L.L.); (L.L.S.)
- Institute of Biomedical Sciences Abel Salazar (ICBAS), University of Porto, 4050-313 Porto, Portugal
- Institute for Research and Innovation in Health (i3S), University of Porto, 4200-135 Porto, Portugal
- Institute for Biomedical Engineering (INEB), 4200-135 Porto, Portugal
| | - Dylan Ferreira
- Experimental Pathology and Therapeutics Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute (IPO Porto), 4200-072 Porto, Portugal; (S.C.); (D.F.); (J.S.); (A.P.); (M.R.-S.); (C.P.); (L.L.); (L.L.S.)
- Institute of Biomedical Sciences Abel Salazar (ICBAS), University of Porto, 4050-313 Porto, Portugal
- Institute for Research and Innovation in Health (i3S), University of Porto, 4200-135 Porto, Portugal
- Institute for Biomedical Engineering (INEB), 4200-135 Porto, Portugal
| | - Janine Soares
- Experimental Pathology and Therapeutics Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute (IPO Porto), 4200-072 Porto, Portugal; (S.C.); (D.F.); (J.S.); (A.P.); (M.R.-S.); (C.P.); (L.L.); (L.L.S.)
- Institute of Biomedical Sciences Abel Salazar (ICBAS), University of Porto, 4050-313 Porto, Portugal
- QOPNA/LAQV, Department of Chemistry, Campus Universitário de Santiago, University of Aveiro, 3810-193 Aveiro, Portugal
| | - Andreia Peixoto
- Experimental Pathology and Therapeutics Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute (IPO Porto), 4200-072 Porto, Portugal; (S.C.); (D.F.); (J.S.); (A.P.); (M.R.-S.); (C.P.); (L.L.); (L.L.S.)
- Institute for Research and Innovation in Health (i3S), University of Porto, 4200-135 Porto, Portugal
- Institute for Biomedical Engineering (INEB), 4200-135 Porto, Portugal
| | - Marta Relvas-Santos
- Experimental Pathology and Therapeutics Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute (IPO Porto), 4200-072 Porto, Portugal; (S.C.); (D.F.); (J.S.); (A.P.); (M.R.-S.); (C.P.); (L.L.); (L.L.S.)
- Institute of Biomedical Sciences Abel Salazar (ICBAS), University of Porto, 4050-313 Porto, Portugal
- Institute for Research and Innovation in Health (i3S), University of Porto, 4200-135 Porto, Portugal
- Institute for Biomedical Engineering (INEB), 4200-135 Porto, Portugal
- REQUIMTE-LAQV, Department of Chemistry and Biochemistry, Faculty of Sciences, University of Porto, 4169-007 Porto, Portugal;
| | - Rita Azevedo
- Institute of Biomedicine, University of Turku, FI-20014 Turku, Finland;
| | - Paulina Piairo
- Medical Devices Research Group, International Iberian Nanotechnology Laboratory (INL), 4715-330 Braga, Portugal; (P.P.); (L.D.)
| | - Lorena Diéguez
- Medical Devices Research Group, International Iberian Nanotechnology Laboratory (INL), 4715-330 Braga, Portugal; (P.P.); (L.D.)
| | - Carlos Palmeira
- Experimental Pathology and Therapeutics Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute (IPO Porto), 4200-072 Porto, Portugal; (S.C.); (D.F.); (J.S.); (A.P.); (M.R.-S.); (C.P.); (L.L.); (L.L.S.)
- Department of Immunology, Portuguese Institute of Oncology of Porto, 4200-072 Porto, Portugal
- Health Science Faculty, University of Fernando Pessoa, 4249-004 Porto, Portugal
| | - Luís Lima
- Experimental Pathology and Therapeutics Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute (IPO Porto), 4200-072 Porto, Portugal; (S.C.); (D.F.); (J.S.); (A.P.); (M.R.-S.); (C.P.); (L.L.); (L.L.S.)
- Porto Comprehensive Cancer Center (P.ccc), 4200-072 Porto, Portugal
| | - André M. N. Silva
- REQUIMTE-LAQV, Department of Chemistry and Biochemistry, Faculty of Sciences, University of Porto, 4169-007 Porto, Portugal;
| | - Lúcio Lara Santos
- Experimental Pathology and Therapeutics Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute (IPO Porto), 4200-072 Porto, Portugal; (S.C.); (D.F.); (J.S.); (A.P.); (M.R.-S.); (C.P.); (L.L.); (L.L.S.)
- Institute of Biomedical Sciences Abel Salazar (ICBAS), University of Porto, 4050-313 Porto, Portugal
- Health Science Faculty, University of Fernando Pessoa, 4249-004 Porto, Portugal
- Porto Comprehensive Cancer Center (P.ccc), 4200-072 Porto, Portugal
- Department of Surgical Oncology, Portuguese Institute of Oncology, 4200-072 Porto, Portugal
| | - José Alexandre Ferreira
- Experimental Pathology and Therapeutics Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute (IPO Porto), 4200-072 Porto, Portugal; (S.C.); (D.F.); (J.S.); (A.P.); (M.R.-S.); (C.P.); (L.L.); (L.L.S.)
- Institute of Biomedical Sciences Abel Salazar (ICBAS), University of Porto, 4050-313 Porto, Portugal
- Porto Comprehensive Cancer Center (P.ccc), 4200-072 Porto, Portugal
- Correspondence: ; Tel.: +351-225-084-000 (ext. 5111)
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12
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A Novel Nanoproteomic Approach for the Identification of Molecular Targets Associated with Thyroid Tumors. NANOMATERIALS 2020; 10:nano10122370. [PMID: 33260544 PMCID: PMC7761166 DOI: 10.3390/nano10122370] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Revised: 11/23/2020] [Accepted: 11/25/2020] [Indexed: 12/24/2022]
Abstract
A thyroid nodule is the most common presentation of thyroid cancer; thus, it is extremely important to differentiate benign from malignant nodules. Within malignant lesions, classification of a thyroid tumor is the primary step in the assessment of the prognosis and selection of treatment. Currently, fine-needle aspiration biopsy (FNAB) is the preoperative test most commonly used for the initial thyroid nodule diagnosis. However, due to some limitations of FNAB, different high-throughput “omics” approaches have emerged that could further support diagnosis based on histopathological patterns. In the present work, formalin-fixed paraffin-embedded (FFPE) tissue specimens from normal (non-neoplastic) thyroid (normal controls (NCs)), benign tumors (follicular thyroid adenomas (FTAs)), and some common types of well-differentiated thyroid carcinoma (follicular thyroid carcinomas (FTCs), conventional or classical papillary thyroid carcinomas (CV-PTCs), and the follicular variant of papillary thyroid carcinomas (FV-PTCs)) were analyzed. For the first time, FFPE thyroid samples were deparaffinized using an easy, fast, and non-toxic method. Protein extracts from thyroid tissue samples were analyzed using a nanoparticle-assisted proteomics approach combined with shotgun LC-MS/MS. The differentially regulated proteins found to be specific for the FTA, FTC, CV-PTC, and FV-PTC subtypes were analyzed with the bioinformatic tools STRING and PANTHER showing a profile of proteins implicated in the thyroid cancer metabolic reprogramming, cancer progression, and metastasis. These proteins represent a new source of potential molecular targets related to thyroid tumors.
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13
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Neef SK, Winter S, Hofmann U, Mürdter TE, Schaeffeler E, Horn H, Buck A, Walch A, Hennenlotter J, Ott G, Fend F, Bedke J, Schwab M, Haag M. Optimized protocol for metabolomic and lipidomic profiling in formalin-fixed paraffin-embedded kidney tissue by LC-MS. Anal Chim Acta 2020; 1134:125-135. [DOI: 10.1016/j.aca.2020.08.005] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Revised: 07/31/2020] [Accepted: 08/02/2020] [Indexed: 12/16/2022]
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14
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Coscia F, Doll S, Bech JM, Schweizer L, Mund A, Lengyel E, Lindebjerg J, Madsen GI, Moreira JM, Mann M. A streamlined mass spectrometry-based proteomics workflow for large-scale FFPE tissue analysis. J Pathol 2020; 251:100-112. [PMID: 32154592 DOI: 10.1002/path.5420] [Citation(s) in RCA: 86] [Impact Index Per Article: 21.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2019] [Revised: 03/02/2020] [Accepted: 03/04/2020] [Indexed: 12/15/2022]
Abstract
Formalin fixation and paraffin-embedding (FFPE) is the most common method to preserve human tissue for clinical diagnosis, and FFPE archives represent an invaluable resource for biomedical research. Proteins in FFPE material are stable over decades but their efficient extraction and streamlined analysis by mass spectrometry (MS)-based proteomics has so far proven challenging. Herein we describe a MS-based proteomic workflow for quantitative profiling of large FFPE tissue cohorts directly from histopathology glass slides. We demonstrate broad applicability of the workflow to clinical pathology specimens and variable sample amounts, including low-input cancer tissue isolated by laser microdissection. Using state-of-the-art data dependent acquisition (DDA) and data independent acquisition (DIA) MS workflows, we consistently quantify a large part of the proteome in 100 min single-run analyses. In an adenoma cohort comprising more than 100 samples, total workup took less than a day. We observed a moderate trend towards lower protein identification in long-term stored samples (>15 years), but clustering into distinct proteomic subtypes was independent of archival time. Our results underscore the great promise of FFPE tissues for patient phenotyping using unbiased proteomics and they prove the feasibility of analyzing large tissue cohorts in a robust, timely, and streamlined manner. © 2020 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of Pathological Society of Great Britain and Ireland.
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Affiliation(s)
- Fabian Coscia
- Clinical Proteomics Group, The Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.,Department of Proteomics and Signal Transduction, Max Planck Institute of Biochemistry, Martinsried, Germany
| | - Sophia Doll
- Department of Proteomics and Signal Transduction, Max Planck Institute of Biochemistry, Martinsried, Germany
| | - Jacob Mathias Bech
- Section for Molecular Disease Biology, Department of Drug Design and Pharmacology, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Lisa Schweizer
- Department of Proteomics and Signal Transduction, Max Planck Institute of Biochemistry, Martinsried, Germany
| | - Andreas Mund
- Department of Proteomics and Signal Transduction, Max Planck Institute of Biochemistry, Martinsried, Germany
| | - Ernst Lengyel
- Department of Obstetrics and Gynecology, Section of Gynecologic Oncology, University of Chicago, Chicago, IL, USA
| | - Jan Lindebjerg
- Lillebaelt Hospital, Vejle Hospital, Department of Pathology, Vejle, Denmark
| | | | - José Ma Moreira
- Section for Molecular Disease Biology, Department of Drug Design and Pharmacology, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Matthias Mann
- Clinical Proteomics Group, The Novo Nordisk Foundation Center for Protein Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.,Department of Proteomics and Signal Transduction, Max Planck Institute of Biochemistry, Martinsried, Germany
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15
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Al-Kuraishy HM, Al-Gareeb AI, Al-Naimi MS. Renoprotective effect of irbesartan in a rat model of gentamicin-induced nephrotoxicity: Role of oxidative stress. J Lab Physicians 2020; 11:200-205. [PMID: 31579224 PMCID: PMC6771317 DOI: 10.4103/jlp.jlp_136_18] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Abstract
BACKGROUND: The renin–angiotensin system (RAS) is essential in renal physiology; however, disturbance of the RAS is one of the chief pathways involved in renal injury. Dysregulation of RAS may result in both glomerular and tubulointerstitial injuries through direct effects of angiotensin II (Ang II) type 1 receptor. Irbesartan and other Ang II blockers have renoprotective effect through reduction of on renal inflammations. Therefore, the aim of the present study was to demonstrate the renoprotective effect of irbesartan on gentamicin-induced nephrotoxicity in rats concerning the oxidative stress. MATERIALS AND METHODS: Thirty Sprague-Dawley Male rats divided into three groups, Group I (10 rats) treated with distilled water, Group II (10 rats) treated with gentamicin, and Group III (10 rats) treated with gentamicin plus irbesartan for 12 days. Blood urea, serum creatinine, serum malondialdehyde (MDA), superoxide dismutase (SOD), glutathione reductase (GSH), neutrophil gelatinase-associated lipocalin (NGAL), kidney injury molecules (KIM-1), and cystatin-c were measured in each group. RESULTS: Irbesartan significantly reduced blood urea, serum creatinine, serum MDA, NGAL, KIM-1, and cystatin-c P < 0.05. Irbesartan significantly increases SOD P < 0.05 without significant effect in elevation of GSH serum levels. CONCLUSION: Irbesartan has renoprotective effect in attenuation of acute nephrotoxicity through modulation of oxidative stress and antioxidant capacity in rats.
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Affiliation(s)
- Hayder M Al-Kuraishy
- Department of Pharmacology, Toxicology and Medicine, College of Medicine Almustansiriya University, Baghdad, Iraq
| | - Ali I Al-Gareeb
- Department of Pharmacology, Toxicology and Medicine, College of Medicine Almustansiriya University, Baghdad, Iraq
| | - Marwa S Al-Naimi
- Department of Clinical Pharmacology, College of Medicine, Al-Mustansiriya University, Baghdad, Iraq
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16
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Swier VJ, White KA, Meyerholz DK, Chefdeville A, Khanna R, Sieren JC, Quelle DE, Weimer JM. Validating indicators of CNS disorders in a swine model of neurological disease. PLoS One 2020; 15:e0228222. [PMID: 32074109 PMCID: PMC7029865 DOI: 10.1371/journal.pone.0228222] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2019] [Accepted: 01/09/2020] [Indexed: 11/18/2022] Open
Abstract
Genetically modified swine disease models are becoming increasingly important for studying molecular, physiological and pathological characteristics of human disorders. Given the limited history of these model systems, there remains a great need for proven molecular reagents in swine tissue. Here, to provide a resource for neurological models of disease, we validated antibodies by immunohistochemistry for use in examining central nervous system (CNS) markers in a recently developed miniswine model of neurofibromatosis type 1 (NF1). NF1 is an autosomal dominant tumor predisposition disorder stemming from mutations in NF1, a gene that encodes the Ras-GTPase activating protein neurofibromin. Patients classically present with benign neurofibromas throughout their bodies and can also present with neurological associated symptoms such as chronic pain, cognitive impairment, and behavioral abnormalities. As validated antibodies for immunohistochemistry applications are particularly difficult to find for swine models of neurological disease, we present immunostaining validation of antibodies implicated in glial inflammation (CD68), oligodendrocyte development (NG2, O4 and Olig2), and neuron differentiation and neurotransmission (doublecortin, GAD67, and tyrosine hydroxylase) by examining cellular localization and brain region specificity. Additionally, we confirm the utility of anti-GFAP, anti-Iba1, and anti-MBP antibodies, previously validated in swine, by testing their immunoreactivity across multiple brain regions in mutant NF1 samples. These immunostaining protocols for CNS markers provide a useful resource to the scientific community, furthering the utility of genetically modified miniswine for translational and clinical applications.
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Affiliation(s)
- Vicki J. Swier
- Pediatrics and Rare Diseases Group, Sanford Research, Sioux Falls, South Dakota, United States of America
| | - Katherine A. White
- Pediatrics and Rare Diseases Group, Sanford Research, Sioux Falls, South Dakota, United States of America
| | - David K. Meyerholz
- Department of Pathology, University of Iowa Carver College of Medicine, Iowa City, Iowa, United States of America
| | - Aude Chefdeville
- Department of Pharmacology, College of Medicine, University of Arizona, Tucson, Arizona, United States of America
| | - Rajesh Khanna
- Department of Pharmacology, College of Medicine, University of Arizona, Tucson, Arizona, United States of America
- Graduate Interdisciplinary Program in Neuroscience; College of Medicine, University of Arizona, Tucson, Arizona, United States of America
| | - Jessica C. Sieren
- Department of Radiology and Biomedical Engineering, University of Iowa, Iowa City, Iowa, United States of America
| | - Dawn E. Quelle
- Department of Pathology, University of Iowa Carver College of Medicine, Iowa City, Iowa, United States of America
- Department of Neuroscience and Pharmacology, University of Iowa, Iowa City, Iowa, United States of America
| | - Jill M. Weimer
- Pediatrics and Rare Diseases Group, Sanford Research, Sioux Falls, South Dakota, United States of America
- Department of Pediatrics, Sanford School of Medicine, University of South Dakota, Sioux Falls, South Dakota, United States of America
- * E-mail:
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17
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Al-Kuraishy HM, Al-Gareeb AI, Al-Nami MS. Irbesartan Attenuates Gentamicin-induced Nephrotoxicity in Rats through Modulation of Oxidative Stress and Endogenous Antioxidant Capacity. Int J Prev Med 2020; 11:16. [PMID: 32175056 PMCID: PMC7050237 DOI: 10.4103/ijpvm.ijpvm_567_18] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2018] [Accepted: 03/01/2019] [Indexed: 01/18/2023] Open
Abstract
Background: Overproduction of reactive oxygen species and free radicals is the main mechanism beyond gentamicin-induced nephrotoxicity. Irbesartan and other angiotensin II blockers offer significant nephroprotective effect through improvement of renal function and reduction of renal inflammation. Therefore, the objective of this study was to illustrate the nephroprotective effect of irbesartan in rats regarding the oxidative stress of irbesartan biomarkers. Methods: Thirty male Sprague–Dawley rats were used; they were divided into three groups: Group I (10 rats) treated with distilled water, Group II (10 rats) treated with gentamicin, and Group III (10 rats) treated with gentamicin plus irbesartan for 12 days. Blood urea, serum creatinine, serum malondialdehyde (MDA), superoxide dismutase (SOD), glutathione reductase (GSH), neutrophil gelatinase-associated lipocalin (NGAL), kidney injury molecule (KIM-1), and cystatin-c were measured in each group. Results: Irbesartan significantly reduced blood urea, serum creatinine, serum MDA, NGAL, KIM-1, and cystatin-c [P < 0.05]. Irbesartan significantly increases SOD [P < 0.05] without significant effect in elevation of GSH serum levels. Conclusions: This study concluded that irbesartan has a nephroprotective effect in attenuation of acute nephrotoxicity through modulation of oxidative stress and antioxidant capacity in rats.
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Affiliation(s)
- Hayder M Al-Kuraishy
- Department of Pharmacology, Toxicology and Medicine, College of Medicine, Almustansiriya University, Baghdad, Iraq
| | - Ali I Al-Gareeb
- Department of Pharmacology, Toxicology and Medicine, College of Medicine, Almustansiriya University, Baghdad, Iraq
| | - Marwa S Al-Nami
- Department of Pharmacology, Toxicology and Medicine, College of Medicine, Almustansiriya University, Baghdad, Iraq
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18
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Lawson NL, Dix CI, Scorer PW, Stubbs CJ, Wong E, Hutchinson L, McCall EJ, Schimpl M, DeVries E, Walker J, Williams GH, Hunt J, Barker C. Mapping the binding sites of antibodies utilized in programmed cell death ligand-1 predictive immunohistochemical assays for use with immuno-oncology therapies. Mod Pathol 2020; 33:518-530. [PMID: 31558782 PMCID: PMC8075905 DOI: 10.1038/s41379-019-0372-z] [Citation(s) in RCA: 48] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2019] [Revised: 08/30/2019] [Accepted: 09/10/2019] [Indexed: 12/13/2022]
Abstract
Programmed cell death ligand-1 (PD-L1) expression levels in patient tumor samples have proven clinical utility across various cancer types. Several independently developed PD-L1 immunohistochemical (IHC) predictive assays are commercially available. Published studies using the VENTANA PD-L1 (SP263) Assay, VENTANA PD-L1 (SP142) Assay, Dako PD-L1 IHC 22C3 pharmDx assay, Dako PD-L1 IHC 28-8 pharmDx assay, and laboratory-developed tests utilizing the E1L3N antibody (Cell Signaling Technology), have demonstrated differing levels of PD-L1 staining between assays, resulting in conjecture as to whether antibody-binding epitopes could be responsible for discordance between assays. Therefore, to understand the performance of different PD-L1 predictive immunohistochemistry assays, we aimed to distinguish the epitopes within the PD-L1 protein responsible for antibody binding. The sites at which antibody clones SP263, SP142, 22C3, 28-8, and E1L3N bind to recombinant PD-L1 were assessed using several methods, including conformational peptide array, surface plasmon resonance, and/or hydrogen/deuterium exchange mass spectrometry. Putative binding sites were confirmed by site-directed mutagenesis of PD-L1, followed by western blotting and immunohistochemical analysis of cell lines expressing mutant constructs. Our results demonstrate that clones SP263 and SP142 bind to an identical epitope in the cytoplasmic domain at the extreme C-terminus of PD-L1, distinct from 22C3 and 28-8. Using mutated PD-L1 constructs, an additional clone, E1L3N, was also found to bind to the cytoplasmic domain of PD-L1. The E1L3N binding epitope overlaps considerably with the SP263/SP142 binding site but is not identical. Clones 22C3 and 28-8 have binding profiles in the extracellular domain of PD-L1, which differ from one another. Despite identifying epitope binding variance among antibodies, evidence indicates that only the SP142 assay generates significantly discordant immunohistochemical staining, which can be resolved by altering the assay protocol. Therefore, inter-assay discordances are more likely attributable to tumor heterogeneity, assay, or platform variables rather than antibody epitope.
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Affiliation(s)
- Nicola L. Lawson
- grid.417815.e0000 0004 5929 4381Precision Medicine, Oncology R&D, AstraZeneca, Cambridge, UK
| | - Carly I. Dix
- grid.417815.e0000 0004 5929 4381Antibody Discovery and Protein Engineering (ADPE), R&D, AstraZeneca, Cambridge, UK
| | - Paul W. Scorer
- grid.417815.e0000 0004 5929 4381Precision Medicine, Oncology R&D, AstraZeneca, Cambridge, UK
| | - Christopher J. Stubbs
- grid.417815.e0000 0004 5929 4381Structure, Biophysics and Fragment-Based Lead Generation, Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK
| | - Edmond Wong
- grid.417815.e0000 0004 5929 4381Antibody Discovery and Protein Engineering (ADPE), R&D, AstraZeneca, Cambridge, UK
| | - Liam Hutchinson
- grid.417815.e0000 0004 5929 4381Spirogen, AstraZeneca, London, UK
| | - Eileen J. McCall
- grid.417815.e0000 0004 5929 4381FM Operations, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK
| | - Marianne Schimpl
- grid.417815.e0000 0004 5929 4381Structure, Biophysics and Fragment-Based Lead Generation, Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK
| | - Emma DeVries
- grid.417815.e0000 0004 5929 4381Antibody Discovery and Protein Engineering (ADPE), R&D, AstraZeneca, Cambridge, UK
| | - Jill Walker
- grid.417815.e0000 0004 5929 4381Precision Medicine, Oncology R&D, AstraZeneca, Cambridge, UK
| | | | - James Hunt
- grid.417815.e0000 0004 5929 4381Antibody Discovery and Protein Engineering (ADPE), R&D, AstraZeneca, Cambridge, UK
| | - Craig Barker
- Precision Medicine, Oncology R&D, AstraZeneca, Cambridge, UK.
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19
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Brodie C. Overcoming Autofluorescence (AF) and Tissue Variation in Image Analysis of In Situ Hybridization. Methods Mol Biol 2020; 2148:19-32. [PMID: 32394373 DOI: 10.1007/978-1-0716-0623-0_2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Fluorescent detection of nucleic acid sequences such as DNA or RNA allows for multiplexing and visualization of an increased number of targets compared with chromogenic methods. This is due to the number of chromogens available as well as the ability of image analysis software platforms to distinguish between colors. Autofluorescence (AF) can be problematic during fluorescent imaging because the AF interferes with the detection of the specific fluorescent signals especially when the target signals are weak. AF has a broad emission spectrum leading to difficulty when performing image analysis due to masking of the specific signal across multiple wavelengths. Tissue sample variation can also affect levels of AF. In this chapter we share a method for overcoming the issues caused by sample variation and AF using HALO software on RNAscope in situ hybridization images.
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Affiliation(s)
- Cara Brodie
- Histopathology and ISH Core Facility, Cancer Research UK/Cambridge Institute, University of Cambridge, Li Ka Shing Centre, Cambridge, UK.
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20
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In-Depth Characterization of Mass Spectrometry-Based Proteomic Profiles Revealed Novel Signature Proteins Associated with Liver Metastatic Colorectal Cancers. Anal Cell Pathol (Amst) 2019; 2019:7653230. [PMID: 31781478 PMCID: PMC6875276 DOI: 10.1155/2019/7653230] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2019] [Revised: 08/18/2019] [Accepted: 08/27/2019] [Indexed: 02/07/2023] Open
Abstract
Liver metastasis is the most common form of metastatic colorectal cancers during the course of the disease. The global change in protein abundance in liver metastatic colorectal cancers and its role in metastasis establishment have not been comprehensively analyzed. In the present study, fresh-frozen tissue samples including normal colon/localized/liver metastatic CRCs from each recruited patient were analyzed by quantitative proteomics using a multiplexed TMT labeling strategy. Around 5000 protein groups were quantified from all samples. The proteomic profile of localized/metastatic CRCs varied greatly from that of normal colon tissues; differential proteins were mainly from extracellular regions and participate in immune activities, which is crucial for the chronic inflammation signaling pathways in the tumor microenvironment. Further statistical analysis revealed 47 proteins exhibiting statistical significance between localized and metastatic CRCs, of which FILI1P1 and PLG were identified for the first time in proteomic data, which were highly associated with liver metastasis in CRCs.
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21
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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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22
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Compton CC, Robb JA, Anderson MW, Berry AB, Birdsong GG, Bloom KJ, Branton PA, Crothers JW, Cushman-Vokoun AM, Hicks DG, Khoury JD, Laser J, Marshall CB, Misialek MJ, Natale KE, Nowak JA, Olson D, Pfeifer JD, Schade A, Vance GH, Walk EE, Yohe SL. Preanalytics and Precision Pathology: Pathology Practices to Ensure Molecular Integrity of Cancer Patient Biospecimens for Precision Medicine. Arch Pathol Lab Med 2019; 143:1346-1363. [PMID: 31329478 DOI: 10.5858/arpa.2019-0009-sa] [Citation(s) in RCA: 66] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Biospecimens acquired during routine medical practice are the primary sources of molecular information about patients and their diseases that underlies precision medicine and translational research. In cancer care, molecular analysis of biospecimens is especially common because it often determines treatment choices and may be used to monitor therapy in real time. However, patient specimens are collected, handled, and processed according to routine clinical procedures during which they are subjected to factors that may alter their molecular quality and composition. Such artefactual alteration may skew data from molecular analyses, render analysis data uninterpretable, or even preclude analysis altogether if the integrity of a specimen is severely compromised. As a result, patient care and safety may be affected, and medical research dependent on patient samples may be compromised. Despite these issues, there is currently no requirement to control or record preanalytical variables in clinical practice with the single exception of breast cancer tissue handled according to the guideline jointly developed by the American Society of Clinical Oncology and College of American Pathologists (CAP) and enforced through the CAP Laboratory Accreditation Program. Recognizing the importance of molecular data derived from patient specimens, the CAP Personalized Healthcare Committee established the Preanalytics for Precision Medicine Project Team to develop a basic set of evidence-based recommendations for key preanalytics for tissue and blood specimens. If used for biospecimens from patients, these preanalytical recommendations would ensure the fitness of those specimens for molecular analysis and help to assure the quality and reliability of the analysis data.
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Affiliation(s)
- Carolyn C Compton
- From School of Life Sciences, Arizona State University and Mayo Clinic School of Medicine, Scottsdale (Dr Compton); Consulting Pathologist, Boca Raton, Florida (Dr Robb); Versiti Diagnostic Laboratories, Milwaukee, Wisconsin (Dr Anderson); Molecular Pathology and Genomics, Swedish Cancer Institute, Seattle, Washington (Dr Berry); Anatomic Pathology, Grady Health System, Atlanta, Georgia (Dr Birdsong); Advanced Genomic Services, Ambry Genetics, Aliso Viejo, California (Dr Bloom); Gynecologic & Breast Pathology, Joint Pathology Center, Silver Spring, Maryland (Dr Branton); the Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts (Dr Crothers); the Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha (Dr Cushman-Vokoun); IHC-ISH Laboratory and Breast Subspecialty Service, University of Rochester Medical Center, Rochester, New York (Dr Hicks); the Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston (Dr Khoury); the Department of Pathology and Laboratory Medicine, Northwell Health, New Hyde Park, New York (Dr Laser); the Department of Pathology, University of Colorado, Aurora (Dr Marshall); the Department of Pathology, Newton-Wellesley Hospital, Newton, Massachusetts (Dr Misialek); the Department of Pathology, Walter Reed National Military Medical Center, Bethesda, Maryland (Dr Natale); the Department of Pathology and Laboratory Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, New York (Dr Nowak); he Department of Pathology, Children's Hospitals and Clinics, Minneapolis, Minnesota (Dr Olson); the Department of Pathology, Washington University School of Medicine, St. Louis, Missouri (Dr Pfeifer); Lilly Research Labs, Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana (Dr Schade); he Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis (Dr Vance); Medical & Scientific Affairs, Roche Tissue Diagnostics, Tucson, Arizona (Dr Walk); and Special Hematology MMC, University of Minnesota Medical Center, Minneapolis (Dr Yohe)
| | - James A Robb
- From School of Life Sciences, Arizona State University and Mayo Clinic School of Medicine, Scottsdale (Dr Compton); Consulting Pathologist, Boca Raton, Florida (Dr Robb); Versiti Diagnostic Laboratories, Milwaukee, Wisconsin (Dr Anderson); Molecular Pathology and Genomics, Swedish Cancer Institute, Seattle, Washington (Dr Berry); Anatomic Pathology, Grady Health System, Atlanta, Georgia (Dr Birdsong); Advanced Genomic Services, Ambry Genetics, Aliso Viejo, California (Dr Bloom); Gynecologic & Breast Pathology, Joint Pathology Center, Silver Spring, Maryland (Dr Branton); the Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts (Dr Crothers); the Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha (Dr Cushman-Vokoun); IHC-ISH Laboratory and Breast Subspecialty Service, University of Rochester Medical Center, Rochester, New York (Dr Hicks); the Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston (Dr Khoury); the Department of Pathology and Laboratory Medicine, Northwell Health, New Hyde Park, New York (Dr Laser); the Department of Pathology, University of Colorado, Aurora (Dr Marshall); the Department of Pathology, Newton-Wellesley Hospital, Newton, Massachusetts (Dr Misialek); the Department of Pathology, Walter Reed National Military Medical Center, Bethesda, Maryland (Dr Natale); the Department of Pathology and Laboratory Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, New York (Dr Nowak); he Department of Pathology, Children's Hospitals and Clinics, Minneapolis, Minnesota (Dr Olson); the Department of Pathology, Washington University School of Medicine, St. Louis, Missouri (Dr Pfeifer); Lilly Research Labs, Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana (Dr Schade); he Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis (Dr Vance); Medical & Scientific Affairs, Roche Tissue Diagnostics, Tucson, Arizona (Dr Walk); and Special Hematology MMC, University of Minnesota Medical Center, Minneapolis (Dr Yohe)
| | - Matthew W Anderson
- From School of Life Sciences, Arizona State University and Mayo Clinic School of Medicine, Scottsdale (Dr Compton); Consulting Pathologist, Boca Raton, Florida (Dr Robb); Versiti Diagnostic Laboratories, Milwaukee, Wisconsin (Dr Anderson); Molecular Pathology and Genomics, Swedish Cancer Institute, Seattle, Washington (Dr Berry); Anatomic Pathology, Grady Health System, Atlanta, Georgia (Dr Birdsong); Advanced Genomic Services, Ambry Genetics, Aliso Viejo, California (Dr Bloom); Gynecologic & Breast Pathology, Joint Pathology Center, Silver Spring, Maryland (Dr Branton); the Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts (Dr Crothers); the Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha (Dr Cushman-Vokoun); IHC-ISH Laboratory and Breast Subspecialty Service, University of Rochester Medical Center, Rochester, New York (Dr Hicks); the Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston (Dr Khoury); the Department of Pathology and Laboratory Medicine, Northwell Health, New Hyde Park, New York (Dr Laser); the Department of Pathology, University of Colorado, Aurora (Dr Marshall); the Department of Pathology, Newton-Wellesley Hospital, Newton, Massachusetts (Dr Misialek); the Department of Pathology, Walter Reed National Military Medical Center, Bethesda, Maryland (Dr Natale); the Department of Pathology and Laboratory Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, New York (Dr Nowak); he Department of Pathology, Children's Hospitals and Clinics, Minneapolis, Minnesota (Dr Olson); the Department of Pathology, Washington University School of Medicine, St. Louis, Missouri (Dr Pfeifer); Lilly Research Labs, Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana (Dr Schade); he Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis (Dr Vance); Medical & Scientific Affairs, Roche Tissue Diagnostics, Tucson, Arizona (Dr Walk); and Special Hematology MMC, University of Minnesota Medical Center, Minneapolis (Dr Yohe)
| | - Anna B Berry
- From School of Life Sciences, Arizona State University and Mayo Clinic School of Medicine, Scottsdale (Dr Compton); Consulting Pathologist, Boca Raton, Florida (Dr Robb); Versiti Diagnostic Laboratories, Milwaukee, Wisconsin (Dr Anderson); Molecular Pathology and Genomics, Swedish Cancer Institute, Seattle, Washington (Dr Berry); Anatomic Pathology, Grady Health System, Atlanta, Georgia (Dr Birdsong); Advanced Genomic Services, Ambry Genetics, Aliso Viejo, California (Dr Bloom); Gynecologic & Breast Pathology, Joint Pathology Center, Silver Spring, Maryland (Dr Branton); the Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts (Dr Crothers); the Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha (Dr Cushman-Vokoun); IHC-ISH Laboratory and Breast Subspecialty Service, University of Rochester Medical Center, Rochester, New York (Dr Hicks); the Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston (Dr Khoury); the Department of Pathology and Laboratory Medicine, Northwell Health, New Hyde Park, New York (Dr Laser); the Department of Pathology, University of Colorado, Aurora (Dr Marshall); the Department of Pathology, Newton-Wellesley Hospital, Newton, Massachusetts (Dr Misialek); the Department of Pathology, Walter Reed National Military Medical Center, Bethesda, Maryland (Dr Natale); the Department of Pathology and Laboratory Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, New York (Dr Nowak); he Department of Pathology, Children's Hospitals and Clinics, Minneapolis, Minnesota (Dr Olson); the Department of Pathology, Washington University School of Medicine, St. Louis, Missouri (Dr Pfeifer); Lilly Research Labs, Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana (Dr Schade); he Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis (Dr Vance); Medical & Scientific Affairs, Roche Tissue Diagnostics, Tucson, Arizona (Dr Walk); and Special Hematology MMC, University of Minnesota Medical Center, Minneapolis (Dr Yohe)
| | - George G Birdsong
- From School of Life Sciences, Arizona State University and Mayo Clinic School of Medicine, Scottsdale (Dr Compton); Consulting Pathologist, Boca Raton, Florida (Dr Robb); Versiti Diagnostic Laboratories, Milwaukee, Wisconsin (Dr Anderson); Molecular Pathology and Genomics, Swedish Cancer Institute, Seattle, Washington (Dr Berry); Anatomic Pathology, Grady Health System, Atlanta, Georgia (Dr Birdsong); Advanced Genomic Services, Ambry Genetics, Aliso Viejo, California (Dr Bloom); Gynecologic & Breast Pathology, Joint Pathology Center, Silver Spring, Maryland (Dr Branton); the Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts (Dr Crothers); the Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha (Dr Cushman-Vokoun); IHC-ISH Laboratory and Breast Subspecialty Service, University of Rochester Medical Center, Rochester, New York (Dr Hicks); the Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston (Dr Khoury); the Department of Pathology and Laboratory Medicine, Northwell Health, New Hyde Park, New York (Dr Laser); the Department of Pathology, University of Colorado, Aurora (Dr Marshall); the Department of Pathology, Newton-Wellesley Hospital, Newton, Massachusetts (Dr Misialek); the Department of Pathology, Walter Reed National Military Medical Center, Bethesda, Maryland (Dr Natale); the Department of Pathology and Laboratory Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, New York (Dr Nowak); he Department of Pathology, Children's Hospitals and Clinics, Minneapolis, Minnesota (Dr Olson); the Department of Pathology, Washington University School of Medicine, St. Louis, Missouri (Dr Pfeifer); Lilly Research Labs, Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana (Dr Schade); he Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis (Dr Vance); Medical & Scientific Affairs, Roche Tissue Diagnostics, Tucson, Arizona (Dr Walk); and Special Hematology MMC, University of Minnesota Medical Center, Minneapolis (Dr Yohe)
| | - Kenneth J Bloom
- From School of Life Sciences, Arizona State University and Mayo Clinic School of Medicine, Scottsdale (Dr Compton); Consulting Pathologist, Boca Raton, Florida (Dr Robb); Versiti Diagnostic Laboratories, Milwaukee, Wisconsin (Dr Anderson); Molecular Pathology and Genomics, Swedish Cancer Institute, Seattle, Washington (Dr Berry); Anatomic Pathology, Grady Health System, Atlanta, Georgia (Dr Birdsong); Advanced Genomic Services, Ambry Genetics, Aliso Viejo, California (Dr Bloom); Gynecologic & Breast Pathology, Joint Pathology Center, Silver Spring, Maryland (Dr Branton); the Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts (Dr Crothers); the Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha (Dr Cushman-Vokoun); IHC-ISH Laboratory and Breast Subspecialty Service, University of Rochester Medical Center, Rochester, New York (Dr Hicks); the Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston (Dr Khoury); the Department of Pathology and Laboratory Medicine, Northwell Health, New Hyde Park, New York (Dr Laser); the Department of Pathology, University of Colorado, Aurora (Dr Marshall); the Department of Pathology, Newton-Wellesley Hospital, Newton, Massachusetts (Dr Misialek); the Department of Pathology, Walter Reed National Military Medical Center, Bethesda, Maryland (Dr Natale); the Department of Pathology and Laboratory Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, New York (Dr Nowak); he Department of Pathology, Children's Hospitals and Clinics, Minneapolis, Minnesota (Dr Olson); the Department of Pathology, Washington University School of Medicine, St. Louis, Missouri (Dr Pfeifer); Lilly Research Labs, Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana (Dr Schade); he Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis (Dr Vance); Medical & Scientific Affairs, Roche Tissue Diagnostics, Tucson, Arizona (Dr Walk); and Special Hematology MMC, University of Minnesota Medical Center, Minneapolis (Dr Yohe)
| | - Philip A Branton
- From School of Life Sciences, Arizona State University and Mayo Clinic School of Medicine, Scottsdale (Dr Compton); Consulting Pathologist, Boca Raton, Florida (Dr Robb); Versiti Diagnostic Laboratories, Milwaukee, Wisconsin (Dr Anderson); Molecular Pathology and Genomics, Swedish Cancer Institute, Seattle, Washington (Dr Berry); Anatomic Pathology, Grady Health System, Atlanta, Georgia (Dr Birdsong); Advanced Genomic Services, Ambry Genetics, Aliso Viejo, California (Dr Bloom); Gynecologic & Breast Pathology, Joint Pathology Center, Silver Spring, Maryland (Dr Branton); the Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts (Dr Crothers); the Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha (Dr Cushman-Vokoun); IHC-ISH Laboratory and Breast Subspecialty Service, University of Rochester Medical Center, Rochester, New York (Dr Hicks); the Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston (Dr Khoury); the Department of Pathology and Laboratory Medicine, Northwell Health, New Hyde Park, New York (Dr Laser); the Department of Pathology, University of Colorado, Aurora (Dr Marshall); the Department of Pathology, Newton-Wellesley Hospital, Newton, Massachusetts (Dr Misialek); the Department of Pathology, Walter Reed National Military Medical Center, Bethesda, Maryland (Dr Natale); the Department of Pathology and Laboratory Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, New York (Dr Nowak); he Department of Pathology, Children's Hospitals and Clinics, Minneapolis, Minnesota (Dr Olson); the Department of Pathology, Washington University School of Medicine, St. Louis, Missouri (Dr Pfeifer); Lilly Research Labs, Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana (Dr Schade); he Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis (Dr Vance); Medical & Scientific Affairs, Roche Tissue Diagnostics, Tucson, Arizona (Dr Walk); and Special Hematology MMC, University of Minnesota Medical Center, Minneapolis (Dr Yohe)
| | - Jessica W Crothers
- From School of Life Sciences, Arizona State University and Mayo Clinic School of Medicine, Scottsdale (Dr Compton); Consulting Pathologist, Boca Raton, Florida (Dr Robb); Versiti Diagnostic Laboratories, Milwaukee, Wisconsin (Dr Anderson); Molecular Pathology and Genomics, Swedish Cancer Institute, Seattle, Washington (Dr Berry); Anatomic Pathology, Grady Health System, Atlanta, Georgia (Dr Birdsong); Advanced Genomic Services, Ambry Genetics, Aliso Viejo, California (Dr Bloom); Gynecologic & Breast Pathology, Joint Pathology Center, Silver Spring, Maryland (Dr Branton); the Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts (Dr Crothers); the Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha (Dr Cushman-Vokoun); IHC-ISH Laboratory and Breast Subspecialty Service, University of Rochester Medical Center, Rochester, New York (Dr Hicks); the Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston (Dr Khoury); the Department of Pathology and Laboratory Medicine, Northwell Health, New Hyde Park, New York (Dr Laser); the Department of Pathology, University of Colorado, Aurora (Dr Marshall); the Department of Pathology, Newton-Wellesley Hospital, Newton, Massachusetts (Dr Misialek); the Department of Pathology, Walter Reed National Military Medical Center, Bethesda, Maryland (Dr Natale); the Department of Pathology and Laboratory Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, New York (Dr Nowak); he Department of Pathology, Children's Hospitals and Clinics, Minneapolis, Minnesota (Dr Olson); the Department of Pathology, Washington University School of Medicine, St. Louis, Missouri (Dr Pfeifer); Lilly Research Labs, Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana (Dr Schade); he Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis (Dr Vance); Medical & Scientific Affairs, Roche Tissue Diagnostics, Tucson, Arizona (Dr Walk); and Special Hematology MMC, University of Minnesota Medical Center, Minneapolis (Dr Yohe)
| | - Allison M Cushman-Vokoun
- From School of Life Sciences, Arizona State University and Mayo Clinic School of Medicine, Scottsdale (Dr Compton); Consulting Pathologist, Boca Raton, Florida (Dr Robb); Versiti Diagnostic Laboratories, Milwaukee, Wisconsin (Dr Anderson); Molecular Pathology and Genomics, Swedish Cancer Institute, Seattle, Washington (Dr Berry); Anatomic Pathology, Grady Health System, Atlanta, Georgia (Dr Birdsong); Advanced Genomic Services, Ambry Genetics, Aliso Viejo, California (Dr Bloom); Gynecologic & Breast Pathology, Joint Pathology Center, Silver Spring, Maryland (Dr Branton); the Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts (Dr Crothers); the Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha (Dr Cushman-Vokoun); IHC-ISH Laboratory and Breast Subspecialty Service, University of Rochester Medical Center, Rochester, New York (Dr Hicks); the Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston (Dr Khoury); the Department of Pathology and Laboratory Medicine, Northwell Health, New Hyde Park, New York (Dr Laser); the Department of Pathology, University of Colorado, Aurora (Dr Marshall); the Department of Pathology, Newton-Wellesley Hospital, Newton, Massachusetts (Dr Misialek); the Department of Pathology, Walter Reed National Military Medical Center, Bethesda, Maryland (Dr Natale); the Department of Pathology and Laboratory Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, New York (Dr Nowak); he Department of Pathology, Children's Hospitals and Clinics, Minneapolis, Minnesota (Dr Olson); the Department of Pathology, Washington University School of Medicine, St. Louis, Missouri (Dr Pfeifer); Lilly Research Labs, Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana (Dr Schade); he Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis (Dr Vance); Medical & Scientific Affairs, Roche Tissue Diagnostics, Tucson, Arizona (Dr Walk); and Special Hematology MMC, University of Minnesota Medical Center, Minneapolis (Dr Yohe)
| | - David G Hicks
- From School of Life Sciences, Arizona State University and Mayo Clinic School of Medicine, Scottsdale (Dr Compton); Consulting Pathologist, Boca Raton, Florida (Dr Robb); Versiti Diagnostic Laboratories, Milwaukee, Wisconsin (Dr Anderson); Molecular Pathology and Genomics, Swedish Cancer Institute, Seattle, Washington (Dr Berry); Anatomic Pathology, Grady Health System, Atlanta, Georgia (Dr Birdsong); Advanced Genomic Services, Ambry Genetics, Aliso Viejo, California (Dr Bloom); Gynecologic & Breast Pathology, Joint Pathology Center, Silver Spring, Maryland (Dr Branton); the Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts (Dr Crothers); the Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha (Dr Cushman-Vokoun); IHC-ISH Laboratory and Breast Subspecialty Service, University of Rochester Medical Center, Rochester, New York (Dr Hicks); the Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston (Dr Khoury); the Department of Pathology and Laboratory Medicine, Northwell Health, New Hyde Park, New York (Dr Laser); the Department of Pathology, University of Colorado, Aurora (Dr Marshall); the Department of Pathology, Newton-Wellesley Hospital, Newton, Massachusetts (Dr Misialek); the Department of Pathology, Walter Reed National Military Medical Center, Bethesda, Maryland (Dr Natale); the Department of Pathology and Laboratory Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, New York (Dr Nowak); he Department of Pathology, Children's Hospitals and Clinics, Minneapolis, Minnesota (Dr Olson); the Department of Pathology, Washington University School of Medicine, St. Louis, Missouri (Dr Pfeifer); Lilly Research Labs, Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana (Dr Schade); he Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis (Dr Vance); Medical & Scientific Affairs, Roche Tissue Diagnostics, Tucson, Arizona (Dr Walk); and Special Hematology MMC, University of Minnesota Medical Center, Minneapolis (Dr Yohe)
| | - Joseph D Khoury
- From School of Life Sciences, Arizona State University and Mayo Clinic School of Medicine, Scottsdale (Dr Compton); Consulting Pathologist, Boca Raton, Florida (Dr Robb); Versiti Diagnostic Laboratories, Milwaukee, Wisconsin (Dr Anderson); Molecular Pathology and Genomics, Swedish Cancer Institute, Seattle, Washington (Dr Berry); Anatomic Pathology, Grady Health System, Atlanta, Georgia (Dr Birdsong); Advanced Genomic Services, Ambry Genetics, Aliso Viejo, California (Dr Bloom); Gynecologic & Breast Pathology, Joint Pathology Center, Silver Spring, Maryland (Dr Branton); the Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts (Dr Crothers); the Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha (Dr Cushman-Vokoun); IHC-ISH Laboratory and Breast Subspecialty Service, University of Rochester Medical Center, Rochester, New York (Dr Hicks); the Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston (Dr Khoury); the Department of Pathology and Laboratory Medicine, Northwell Health, New Hyde Park, New York (Dr Laser); the Department of Pathology, University of Colorado, Aurora (Dr Marshall); the Department of Pathology, Newton-Wellesley Hospital, Newton, Massachusetts (Dr Misialek); the Department of Pathology, Walter Reed National Military Medical Center, Bethesda, Maryland (Dr Natale); the Department of Pathology and Laboratory Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, New York (Dr Nowak); he Department of Pathology, Children's Hospitals and Clinics, Minneapolis, Minnesota (Dr Olson); the Department of Pathology, Washington University School of Medicine, St. Louis, Missouri (Dr Pfeifer); Lilly Research Labs, Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana (Dr Schade); he Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis (Dr Vance); Medical & Scientific Affairs, Roche Tissue Diagnostics, Tucson, Arizona (Dr Walk); and Special Hematology MMC, University of Minnesota Medical Center, Minneapolis (Dr Yohe)
| | - Jordan Laser
- From School of Life Sciences, Arizona State University and Mayo Clinic School of Medicine, Scottsdale (Dr Compton); Consulting Pathologist, Boca Raton, Florida (Dr Robb); Versiti Diagnostic Laboratories, Milwaukee, Wisconsin (Dr Anderson); Molecular Pathology and Genomics, Swedish Cancer Institute, Seattle, Washington (Dr Berry); Anatomic Pathology, Grady Health System, Atlanta, Georgia (Dr Birdsong); Advanced Genomic Services, Ambry Genetics, Aliso Viejo, California (Dr Bloom); Gynecologic & Breast Pathology, Joint Pathology Center, Silver Spring, Maryland (Dr Branton); the Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts (Dr Crothers); the Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha (Dr Cushman-Vokoun); IHC-ISH Laboratory and Breast Subspecialty Service, University of Rochester Medical Center, Rochester, New York (Dr Hicks); the Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston (Dr Khoury); the Department of Pathology and Laboratory Medicine, Northwell Health, New Hyde Park, New York (Dr Laser); the Department of Pathology, University of Colorado, Aurora (Dr Marshall); the Department of Pathology, Newton-Wellesley Hospital, Newton, Massachusetts (Dr Misialek); the Department of Pathology, Walter Reed National Military Medical Center, Bethesda, Maryland (Dr Natale); the Department of Pathology and Laboratory Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, New York (Dr Nowak); he Department of Pathology, Children's Hospitals and Clinics, Minneapolis, Minnesota (Dr Olson); the Department of Pathology, Washington University School of Medicine, St. Louis, Missouri (Dr Pfeifer); Lilly Research Labs, Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana (Dr Schade); he Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis (Dr Vance); Medical & Scientific Affairs, Roche Tissue Diagnostics, Tucson, Arizona (Dr Walk); and Special Hematology MMC, University of Minnesota Medical Center, Minneapolis (Dr Yohe)
| | - Carrie B Marshall
- From School of Life Sciences, Arizona State University and Mayo Clinic School of Medicine, Scottsdale (Dr Compton); Consulting Pathologist, Boca Raton, Florida (Dr Robb); Versiti Diagnostic Laboratories, Milwaukee, Wisconsin (Dr Anderson); Molecular Pathology and Genomics, Swedish Cancer Institute, Seattle, Washington (Dr Berry); Anatomic Pathology, Grady Health System, Atlanta, Georgia (Dr Birdsong); Advanced Genomic Services, Ambry Genetics, Aliso Viejo, California (Dr Bloom); Gynecologic & Breast Pathology, Joint Pathology Center, Silver Spring, Maryland (Dr Branton); the Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts (Dr Crothers); the Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha (Dr Cushman-Vokoun); IHC-ISH Laboratory and Breast Subspecialty Service, University of Rochester Medical Center, Rochester, New York (Dr Hicks); the Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston (Dr Khoury); the Department of Pathology and Laboratory Medicine, Northwell Health, New Hyde Park, New York (Dr Laser); the Department of Pathology, University of Colorado, Aurora (Dr Marshall); the Department of Pathology, Newton-Wellesley Hospital, Newton, Massachusetts (Dr Misialek); the Department of Pathology, Walter Reed National Military Medical Center, Bethesda, Maryland (Dr Natale); the Department of Pathology and Laboratory Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, New York (Dr Nowak); he Department of Pathology, Children's Hospitals and Clinics, Minneapolis, Minnesota (Dr Olson); the Department of Pathology, Washington University School of Medicine, St. Louis, Missouri (Dr Pfeifer); Lilly Research Labs, Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana (Dr Schade); he Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis (Dr Vance); Medical & Scientific Affairs, Roche Tissue Diagnostics, Tucson, Arizona (Dr Walk); and Special Hematology MMC, University of Minnesota Medical Center, Minneapolis (Dr Yohe)
| | - Michael J Misialek
- From School of Life Sciences, Arizona State University and Mayo Clinic School of Medicine, Scottsdale (Dr Compton); Consulting Pathologist, Boca Raton, Florida (Dr Robb); Versiti Diagnostic Laboratories, Milwaukee, Wisconsin (Dr Anderson); Molecular Pathology and Genomics, Swedish Cancer Institute, Seattle, Washington (Dr Berry); Anatomic Pathology, Grady Health System, Atlanta, Georgia (Dr Birdsong); Advanced Genomic Services, Ambry Genetics, Aliso Viejo, California (Dr Bloom); Gynecologic & Breast Pathology, Joint Pathology Center, Silver Spring, Maryland (Dr Branton); the Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts (Dr Crothers); the Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha (Dr Cushman-Vokoun); IHC-ISH Laboratory and Breast Subspecialty Service, University of Rochester Medical Center, Rochester, New York (Dr Hicks); the Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston (Dr Khoury); the Department of Pathology and Laboratory Medicine, Northwell Health, New Hyde Park, New York (Dr Laser); the Department of Pathology, University of Colorado, Aurora (Dr Marshall); the Department of Pathology, Newton-Wellesley Hospital, Newton, Massachusetts (Dr Misialek); the Department of Pathology, Walter Reed National Military Medical Center, Bethesda, Maryland (Dr Natale); the Department of Pathology and Laboratory Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, New York (Dr Nowak); he Department of Pathology, Children's Hospitals and Clinics, Minneapolis, Minnesota (Dr Olson); the Department of Pathology, Washington University School of Medicine, St. Louis, Missouri (Dr Pfeifer); Lilly Research Labs, Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana (Dr Schade); he Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis (Dr Vance); Medical & Scientific Affairs, Roche Tissue Diagnostics, Tucson, Arizona (Dr Walk); and Special Hematology MMC, University of Minnesota Medical Center, Minneapolis (Dr Yohe)
| | - Kristen E Natale
- From School of Life Sciences, Arizona State University and Mayo Clinic School of Medicine, Scottsdale (Dr Compton); Consulting Pathologist, Boca Raton, Florida (Dr Robb); Versiti Diagnostic Laboratories, Milwaukee, Wisconsin (Dr Anderson); Molecular Pathology and Genomics, Swedish Cancer Institute, Seattle, Washington (Dr Berry); Anatomic Pathology, Grady Health System, Atlanta, Georgia (Dr Birdsong); Advanced Genomic Services, Ambry Genetics, Aliso Viejo, California (Dr Bloom); Gynecologic & Breast Pathology, Joint Pathology Center, Silver Spring, Maryland (Dr Branton); the Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts (Dr Crothers); the Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha (Dr Cushman-Vokoun); IHC-ISH Laboratory and Breast Subspecialty Service, University of Rochester Medical Center, Rochester, New York (Dr Hicks); the Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston (Dr Khoury); the Department of Pathology and Laboratory Medicine, Northwell Health, New Hyde Park, New York (Dr Laser); the Department of Pathology, University of Colorado, Aurora (Dr Marshall); the Department of Pathology, Newton-Wellesley Hospital, Newton, Massachusetts (Dr Misialek); the Department of Pathology, Walter Reed National Military Medical Center, Bethesda, Maryland (Dr Natale); the Department of Pathology and Laboratory Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, New York (Dr Nowak); he Department of Pathology, Children's Hospitals and Clinics, Minneapolis, Minnesota (Dr Olson); the Department of Pathology, Washington University School of Medicine, St. Louis, Missouri (Dr Pfeifer); Lilly Research Labs, Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana (Dr Schade); he Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis (Dr Vance); Medical & Scientific Affairs, Roche Tissue Diagnostics, Tucson, Arizona (Dr Walk); and Special Hematology MMC, University of Minnesota Medical Center, Minneapolis (Dr Yohe)
| | - Jan Anthony Nowak
- From School of Life Sciences, Arizona State University and Mayo Clinic School of Medicine, Scottsdale (Dr Compton); Consulting Pathologist, Boca Raton, Florida (Dr Robb); Versiti Diagnostic Laboratories, Milwaukee, Wisconsin (Dr Anderson); Molecular Pathology and Genomics, Swedish Cancer Institute, Seattle, Washington (Dr Berry); Anatomic Pathology, Grady Health System, Atlanta, Georgia (Dr Birdsong); Advanced Genomic Services, Ambry Genetics, Aliso Viejo, California (Dr Bloom); Gynecologic & Breast Pathology, Joint Pathology Center, Silver Spring, Maryland (Dr Branton); the Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts (Dr Crothers); the Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha (Dr Cushman-Vokoun); IHC-ISH Laboratory and Breast Subspecialty Service, University of Rochester Medical Center, Rochester, New York (Dr Hicks); the Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston (Dr Khoury); the Department of Pathology and Laboratory Medicine, Northwell Health, New Hyde Park, New York (Dr Laser); the Department of Pathology, University of Colorado, Aurora (Dr Marshall); the Department of Pathology, Newton-Wellesley Hospital, Newton, Massachusetts (Dr Misialek); the Department of Pathology, Walter Reed National Military Medical Center, Bethesda, Maryland (Dr Natale); the Department of Pathology and Laboratory Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, New York (Dr Nowak); he Department of Pathology, Children's Hospitals and Clinics, Minneapolis, Minnesota (Dr Olson); the Department of Pathology, Washington University School of Medicine, St. Louis, Missouri (Dr Pfeifer); Lilly Research Labs, Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana (Dr Schade); he Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis (Dr Vance); Medical & Scientific Affairs, Roche Tissue Diagnostics, Tucson, Arizona (Dr Walk); and Special Hematology MMC, University of Minnesota Medical Center, Minneapolis (Dr Yohe)
| | - Damon Olson
- From School of Life Sciences, Arizona State University and Mayo Clinic School of Medicine, Scottsdale (Dr Compton); Consulting Pathologist, Boca Raton, Florida (Dr Robb); Versiti Diagnostic Laboratories, Milwaukee, Wisconsin (Dr Anderson); Molecular Pathology and Genomics, Swedish Cancer Institute, Seattle, Washington (Dr Berry); Anatomic Pathology, Grady Health System, Atlanta, Georgia (Dr Birdsong); Advanced Genomic Services, Ambry Genetics, Aliso Viejo, California (Dr Bloom); Gynecologic & Breast Pathology, Joint Pathology Center, Silver Spring, Maryland (Dr Branton); the Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts (Dr Crothers); the Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha (Dr Cushman-Vokoun); IHC-ISH Laboratory and Breast Subspecialty Service, University of Rochester Medical Center, Rochester, New York (Dr Hicks); the Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston (Dr Khoury); the Department of Pathology and Laboratory Medicine, Northwell Health, New Hyde Park, New York (Dr Laser); the Department of Pathology, University of Colorado, Aurora (Dr Marshall); the Department of Pathology, Newton-Wellesley Hospital, Newton, Massachusetts (Dr Misialek); the Department of Pathology, Walter Reed National Military Medical Center, Bethesda, Maryland (Dr Natale); the Department of Pathology and Laboratory Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, New York (Dr Nowak); he Department of Pathology, Children's Hospitals and Clinics, Minneapolis, Minnesota (Dr Olson); the Department of Pathology, Washington University School of Medicine, St. Louis, Missouri (Dr Pfeifer); Lilly Research Labs, Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana (Dr Schade); he Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis (Dr Vance); Medical & Scientific Affairs, Roche Tissue Diagnostics, Tucson, Arizona (Dr Walk); and Special Hematology MMC, University of Minnesota Medical Center, Minneapolis (Dr Yohe)
| | - John D Pfeifer
- From School of Life Sciences, Arizona State University and Mayo Clinic School of Medicine, Scottsdale (Dr Compton); Consulting Pathologist, Boca Raton, Florida (Dr Robb); Versiti Diagnostic Laboratories, Milwaukee, Wisconsin (Dr Anderson); Molecular Pathology and Genomics, Swedish Cancer Institute, Seattle, Washington (Dr Berry); Anatomic Pathology, Grady Health System, Atlanta, Georgia (Dr Birdsong); Advanced Genomic Services, Ambry Genetics, Aliso Viejo, California (Dr Bloom); Gynecologic & Breast Pathology, Joint Pathology Center, Silver Spring, Maryland (Dr Branton); the Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts (Dr Crothers); the Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha (Dr Cushman-Vokoun); IHC-ISH Laboratory and Breast Subspecialty Service, University of Rochester Medical Center, Rochester, New York (Dr Hicks); the Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston (Dr Khoury); the Department of Pathology and Laboratory Medicine, Northwell Health, New Hyde Park, New York (Dr Laser); the Department of Pathology, University of Colorado, Aurora (Dr Marshall); the Department of Pathology, Newton-Wellesley Hospital, Newton, Massachusetts (Dr Misialek); the Department of Pathology, Walter Reed National Military Medical Center, Bethesda, Maryland (Dr Natale); the Department of Pathology and Laboratory Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, New York (Dr Nowak); he Department of Pathology, Children's Hospitals and Clinics, Minneapolis, Minnesota (Dr Olson); the Department of Pathology, Washington University School of Medicine, St. Louis, Missouri (Dr Pfeifer); Lilly Research Labs, Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana (Dr Schade); he Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis (Dr Vance); Medical & Scientific Affairs, Roche Tissue Diagnostics, Tucson, Arizona (Dr Walk); and Special Hematology MMC, University of Minnesota Medical Center, Minneapolis (Dr Yohe)
| | - Andrew Schade
- From School of Life Sciences, Arizona State University and Mayo Clinic School of Medicine, Scottsdale (Dr Compton); Consulting Pathologist, Boca Raton, Florida (Dr Robb); Versiti Diagnostic Laboratories, Milwaukee, Wisconsin (Dr Anderson); Molecular Pathology and Genomics, Swedish Cancer Institute, Seattle, Washington (Dr Berry); Anatomic Pathology, Grady Health System, Atlanta, Georgia (Dr Birdsong); Advanced Genomic Services, Ambry Genetics, Aliso Viejo, California (Dr Bloom); Gynecologic & Breast Pathology, Joint Pathology Center, Silver Spring, Maryland (Dr Branton); the Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts (Dr Crothers); the Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha (Dr Cushman-Vokoun); IHC-ISH Laboratory and Breast Subspecialty Service, University of Rochester Medical Center, Rochester, New York (Dr Hicks); the Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston (Dr Khoury); the Department of Pathology and Laboratory Medicine, Northwell Health, New Hyde Park, New York (Dr Laser); the Department of Pathology, University of Colorado, Aurora (Dr Marshall); the Department of Pathology, Newton-Wellesley Hospital, Newton, Massachusetts (Dr Misialek); the Department of Pathology, Walter Reed National Military Medical Center, Bethesda, Maryland (Dr Natale); the Department of Pathology and Laboratory Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, New York (Dr Nowak); he Department of Pathology, Children's Hospitals and Clinics, Minneapolis, Minnesota (Dr Olson); the Department of Pathology, Washington University School of Medicine, St. Louis, Missouri (Dr Pfeifer); Lilly Research Labs, Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana (Dr Schade); he Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis (Dr Vance); Medical & Scientific Affairs, Roche Tissue Diagnostics, Tucson, Arizona (Dr Walk); and Special Hematology MMC, University of Minnesota Medical Center, Minneapolis (Dr Yohe)
| | - Gail H Vance
- From School of Life Sciences, Arizona State University and Mayo Clinic School of Medicine, Scottsdale (Dr Compton); Consulting Pathologist, Boca Raton, Florida (Dr Robb); Versiti Diagnostic Laboratories, Milwaukee, Wisconsin (Dr Anderson); Molecular Pathology and Genomics, Swedish Cancer Institute, Seattle, Washington (Dr Berry); Anatomic Pathology, Grady Health System, Atlanta, Georgia (Dr Birdsong); Advanced Genomic Services, Ambry Genetics, Aliso Viejo, California (Dr Bloom); Gynecologic & Breast Pathology, Joint Pathology Center, Silver Spring, Maryland (Dr Branton); the Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts (Dr Crothers); the Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha (Dr Cushman-Vokoun); IHC-ISH Laboratory and Breast Subspecialty Service, University of Rochester Medical Center, Rochester, New York (Dr Hicks); the Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston (Dr Khoury); the Department of Pathology and Laboratory Medicine, Northwell Health, New Hyde Park, New York (Dr Laser); the Department of Pathology, University of Colorado, Aurora (Dr Marshall); the Department of Pathology, Newton-Wellesley Hospital, Newton, Massachusetts (Dr Misialek); the Department of Pathology, Walter Reed National Military Medical Center, Bethesda, Maryland (Dr Natale); the Department of Pathology and Laboratory Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, New York (Dr Nowak); he Department of Pathology, Children's Hospitals and Clinics, Minneapolis, Minnesota (Dr Olson); the Department of Pathology, Washington University School of Medicine, St. Louis, Missouri (Dr Pfeifer); Lilly Research Labs, Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana (Dr Schade); he Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis (Dr Vance); Medical & Scientific Affairs, Roche Tissue Diagnostics, Tucson, Arizona (Dr Walk); and Special Hematology MMC, University of Minnesota Medical Center, Minneapolis (Dr Yohe)
| | - Eric E Walk
- From School of Life Sciences, Arizona State University and Mayo Clinic School of Medicine, Scottsdale (Dr Compton); Consulting Pathologist, Boca Raton, Florida (Dr Robb); Versiti Diagnostic Laboratories, Milwaukee, Wisconsin (Dr Anderson); Molecular Pathology and Genomics, Swedish Cancer Institute, Seattle, Washington (Dr Berry); Anatomic Pathology, Grady Health System, Atlanta, Georgia (Dr Birdsong); Advanced Genomic Services, Ambry Genetics, Aliso Viejo, California (Dr Bloom); Gynecologic & Breast Pathology, Joint Pathology Center, Silver Spring, Maryland (Dr Branton); the Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts (Dr Crothers); the Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha (Dr Cushman-Vokoun); IHC-ISH Laboratory and Breast Subspecialty Service, University of Rochester Medical Center, Rochester, New York (Dr Hicks); the Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston (Dr Khoury); the Department of Pathology and Laboratory Medicine, Northwell Health, New Hyde Park, New York (Dr Laser); the Department of Pathology, University of Colorado, Aurora (Dr Marshall); the Department of Pathology, Newton-Wellesley Hospital, Newton, Massachusetts (Dr Misialek); the Department of Pathology, Walter Reed National Military Medical Center, Bethesda, Maryland (Dr Natale); the Department of Pathology and Laboratory Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, New York (Dr Nowak); he Department of Pathology, Children's Hospitals and Clinics, Minneapolis, Minnesota (Dr Olson); the Department of Pathology, Washington University School of Medicine, St. Louis, Missouri (Dr Pfeifer); Lilly Research Labs, Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana (Dr Schade); he Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis (Dr Vance); Medical & Scientific Affairs, Roche Tissue Diagnostics, Tucson, Arizona (Dr Walk); and Special Hematology MMC, University of Minnesota Medical Center, Minneapolis (Dr Yohe)
| | - Sophia Louise Yohe
- From School of Life Sciences, Arizona State University and Mayo Clinic School of Medicine, Scottsdale (Dr Compton); Consulting Pathologist, Boca Raton, Florida (Dr Robb); Versiti Diagnostic Laboratories, Milwaukee, Wisconsin (Dr Anderson); Molecular Pathology and Genomics, Swedish Cancer Institute, Seattle, Washington (Dr Berry); Anatomic Pathology, Grady Health System, Atlanta, Georgia (Dr Birdsong); Advanced Genomic Services, Ambry Genetics, Aliso Viejo, California (Dr Bloom); Gynecologic & Breast Pathology, Joint Pathology Center, Silver Spring, Maryland (Dr Branton); the Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts (Dr Crothers); the Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha (Dr Cushman-Vokoun); IHC-ISH Laboratory and Breast Subspecialty Service, University of Rochester Medical Center, Rochester, New York (Dr Hicks); the Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston (Dr Khoury); the Department of Pathology and Laboratory Medicine, Northwell Health, New Hyde Park, New York (Dr Laser); the Department of Pathology, University of Colorado, Aurora (Dr Marshall); the Department of Pathology, Newton-Wellesley Hospital, Newton, Massachusetts (Dr Misialek); the Department of Pathology, Walter Reed National Military Medical Center, Bethesda, Maryland (Dr Natale); the Department of Pathology and Laboratory Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, New York (Dr Nowak); he Department of Pathology, Children's Hospitals and Clinics, Minneapolis, Minnesota (Dr Olson); the Department of Pathology, Washington University School of Medicine, St. Louis, Missouri (Dr Pfeifer); Lilly Research Labs, Eli Lilly and Company, Lilly Corporate Center, Indianapolis, Indiana (Dr Schade); he Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis (Dr Vance); Medical & Scientific Affairs, Roche Tissue Diagnostics, Tucson, Arizona (Dr Walk); and Special Hematology MMC, University of Minnesota Medical Center, Minneapolis (Dr Yohe)
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Giusti L, Angeloni C, Lucacchini A. Update on proteomic studies of formalin-fixed paraffin-embedded tissues. Expert Rev Proteomics 2019; 16:513-520. [DOI: 10.1080/14789450.2019.1615452] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Affiliation(s)
- Laura Giusti
- School of Pharmacy, University of Camerino, Camerino, Italy
| | | | - Antonio Lucacchini
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
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Carvalho VPD, Grassi ML, Palma CDS, Carrara HHA, Faça VM, Candido Dos Reis FJ, Poersch A. The contribution and perspectives of proteomics to uncover ovarian cancer tumor markers. Transl Res 2019; 206:71-90. [PMID: 30529050 DOI: 10.1016/j.trsl.2018.11.001] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2018] [Revised: 11/07/2018] [Accepted: 11/13/2018] [Indexed: 12/13/2022]
Abstract
Despite all the advances in understanding the mechanisms involved in ovarian cancer (OC) development, many aspects still need to be unraveled and understood. Tumor markers (TMs) are of special interest in this disease. Some aspects of clinical management of OC might be improved by the use of validated TMs, such as differentiating subtypes, defining the most appropriate treatment, monitoring the course of the disease, or predicting clinical outcome. The Food and Drug Administration (FDA) has approved a few TMs for OC: CA125 (cancer antigen 125; monitoring), HE4 (Human epididymis protein; monitoring), ROMA (Risk Of Malignancy Algorithm; HE4+CA125; prediction of malignancy) and OVA1 (Vermillion's first-generation Multivariate Index Assay [MIA]; prediction of malignancy). Proteomics can help advance the research in the field of TMs for OC. A variety of biological materials are being used in proteomic analysis, among them tumor tissues, interstitial fluids, tumor fluids, ascites, plasma, and ovarian cancer cell lines. However, the discovery and validation of new TMs for OC is still very challenging. The enormous heterogeneity of histological types of samples and the individual variability of patients (lifestyle, comorbidities, drug use, and family history) are difficult to overcome in research protocols. In this work, we sought to gather relevant information regarding TMs, OC, biological samples for proteomic analysis, as well as markers and algorithms approved by the FDA for use in clinical routine.
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Affiliation(s)
| | - Mariana Lopes Grassi
- Department of Biochemistry and Immunology, FMRP, University of São Paulo, Ribeirão Preto, SP, Brazil; Center for Cell Based Therapy, Hemotherapy Center of Ribeirão Preto, Ribeirão Preto, SP, Brazil
| | - Camila de Souza Palma
- Department of Biochemistry and Immunology, FMRP, University of São Paulo, Ribeirão Preto, SP, Brazil; Center for Cell Based Therapy, Hemotherapy Center of Ribeirão Preto, Ribeirão Preto, SP, Brazil
| | | | - Vitor Marcel Faça
- Department of Biochemistry and Immunology, FMRP, University of São Paulo, Ribeirão Preto, SP, Brazil; Center for Cell Based Therapy, Hemotherapy Center of Ribeirão Preto, Ribeirão Preto, SP, Brazil
| | | | - Aline Poersch
- Department of Biochemistry and Immunology, FMRP, University of São Paulo, Ribeirão Preto, SP, Brazil; Center for Cell Based Therapy, Hemotherapy Center of Ribeirão Preto, Ribeirão Preto, SP, Brazil.
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Kedaigle A, Fraenkel E. Turning omics data into therapeutic insights. Curr Opin Pharmacol 2018; 42:95-101. [PMID: 30149217 PMCID: PMC6204089 DOI: 10.1016/j.coph.2018.08.006] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2018] [Revised: 07/18/2018] [Accepted: 08/09/2018] [Indexed: 12/30/2022]
Abstract
Omics technologies have made it easier and cheaper to evaluate thousands of biological molecules at once. These advances have led to novel therapies approved for use in the clinic, elucidated the mechanisms behind disease-associated mutations, led to increased accuracy in disease subtyping and personalized medicine, and revealed novel uses and treatment regimes for existing drugs through drug repurposing and pharmacology studies. In this review, we summarize some of these milestones and discuss the potential of integrative analyses that combine multiple data types for further advances.
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Affiliation(s)
- Amanda Kedaigle
- Computational & Systems Biology Program and the Department of Biological Engineering, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA 02139, USA
| | - Ernest Fraenkel
- Computational & Systems Biology Program and the Department of Biological Engineering, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA 02139, USA.
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Hayama T, Ohyama K. Recent development and trends in sample extraction and preparation for mass spectrometric analysis of nucleotides, nucleosides, and proteins. J Pharm Biomed Anal 2018; 161:51-60. [PMID: 30145449 DOI: 10.1016/j.jpba.2018.08.030] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2018] [Revised: 08/02/2018] [Accepted: 08/16/2018] [Indexed: 12/20/2022]
Abstract
This review describes the recent developments in sample extraction and preparation techniques for mass spectrometric analysis of nucleotides, nucleosides, and proteins. Unique materials and techniques have been developed for highly selective extraction of nucleotides and nucleosides by solid-phase extraction strategies using various affinities. However, for proteins, the analysis of small-scale sections of diseased tissues (formalin-fixed, paraffin-embedded tissues) and the direct analysis of an exact lesion on the surface of diseased tissues (liquid extraction surface analysis) have become important advances in this field. In this review, we focus on the latest developments of these techniques and strategies.
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Affiliation(s)
- Tadashi Hayama
- Faculty of Pharmaceutical Sciences, Fukuoka University, 8-19-1 Nanakuma, Johnan, Fukuoka 814-0180, Japan
| | - Kaname Ohyama
- Graduate School of Biomedical Sciences, Nagasaki University, 1-7-1 Sakamoto-machi, Nagasaki 852-8588, Japan.
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Gaffney EF, Riegman PH, Grizzle WE, Watson PH. Factors that drive the increasing use of FFPE tissue in basic and translational cancer research. Biotech Histochem 2018; 93:373-386. [PMID: 30113239 DOI: 10.1080/10520295.2018.1446101] [Citation(s) in RCA: 69] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
The decision to use 10% neutral buffered formalin fixed, paraffin embedded (FFPE) archival pathology material may be dictated by the cancer research question or analytical technique, or may be governed by national ethical, legal and social implications (ELSI), biobank, and sample availability and access policy. Biobanked samples of common tumors are likely to be available, but not all samples will be annotated with treatment and outcomes data and this may limit their application. Tumors that are rare or very small exist mostly in FFPE pathology archives. Pathology departments worldwide contain millions of FFPE archival samples, but there are challenges to availability. Pathology departments lack resources for retrieving materials for research or for having pathologists select precise areas in paraffin blocks, a critical quality control step. When samples must be sourced from several pathology departments, different fixation and tissue processing approaches create variability in quality. Researchers must decide what sample quality and quality tolerance fit their specific purpose and whether sample enrichment is required. Recent publications report variable success with techniques modified to examine all common species of molecular targets in FFPE samples. Rigorous quality management may be particularly important in sample preparation for next generation sequencing and for optimizing the quality of extracted proteins for proteomics studies. Unpredictable failures, including unpublished ones, likely are related to pre-analytical factors, unstable molecular targets, biological and clinical sampling factors associated with specific tissue types or suboptimal quality management of pathology archives. Reproducible results depend on adherence to pre-analytical phase standards for molecular in vitro diagnostic analyses for DNA, RNA and in particular, extracted proteins. With continuing adaptations of techniques for application to FFPE, the potential to acquire much larger numbers of FFPE samples and the greater convenience of using FFPE in assays for precision medicine, the choice of material in the future will become increasingly biased toward FFPE samples from pathology archives. Recognition that FFPE samples may harbor greater variation in quality than frozen samples for several reasons, including variations in fixation and tissue processing, requires that FFPE results be validated provided a cohort of frozen tissue samples is available.
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Affiliation(s)
- E F Gaffney
- a Biobank Ireland Trust , Malahide , Co Dublin , Ireland
| | - P H Riegman
- b Erasmus Medical Centre , Department of Pathology , Rotterdam , The Netherlands
| | - W E Grizzle
- c Department of Pathology , University of Alabama at Birmingham (UAB) , Birmingham , Alabama , USA
| | - P H Watson
- d BC Cancer Agency , Vancouver Island Center , Victoria , BC , Canada
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Piehowski PD, Petyuk VA, Sontag RL, Gritsenko MA, Weitz KK, Fillmore TL, Moon J, Makhlouf H, Chuaqui RF, Boja ES, Rodriguez H, Lee JSH, Smith RD, Carrick DM, Liu T, Rodland KD. Residual tissue repositories as a resource for population-based cancer proteomic studies. Clin Proteomics 2018; 15:26. [PMID: 30087585 PMCID: PMC6074037 DOI: 10.1186/s12014-018-9202-4] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2018] [Accepted: 07/27/2018] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND Mass spectrometry-based proteomics has become a powerful tool for the identification and quantification of proteins from a wide variety of biological specimens. To date, the majority of studies utilizing tissue samples have been carried out on prospectively collected fresh frozen or optimal cutting temperature (OCT) embedded specimens. However, such specimens are often difficult to obtain, in limited in supply, and clinical information and outcomes on patients are inherently delayed as compared to banked samples. Annotated formalin fixed, paraffin embedded (FFPE) tumor tissue specimens are available for research use from a variety of tissue banks, such as from the surveillance, epidemiology and end results (SEER) registries' residual tissue repositories. Given the wealth of outcomes information associated with such samples, the reuse of archived FFPE blocks for deep proteomic characterization with mass spectrometry technologies would provide a valuable resource for population-based cancer studies. Further, due to the widespread availability of FFPE specimens, validation of specimen integrity opens the possibility for thousands of studies that can be conducted worldwide. METHODS To examine the suitability of the SEER repository tissues for proteomic and phosphoproteomic analysis, we analyzed 60 SEER patient samples, with time in storage ranging from 7 to 32 years; 60 samples with expression proteomics and 18 with phosphoproteomics, using isobaric labeling. Linear modeling and gene set enrichment analysis was used to evaluate the impacts of collection site and storage time. RESULTS All samples, regardless of age, yielded suitable protein mass after extraction for expression analysis and 18 samples yielded sufficient mass for phosphopeptide analysis. Although peptide, protein, and phosphopeptide identifications were reduced by 50, 20 and 76% respectively, from comparable OCT specimens, we found no statistically significant differences in protein quantitation correlating with collection site or specimen age. GSEA analysis of GO-term level measurements of protein abundance differences between FFPE and OCT embedded specimens suggest that the formalin fixation process may alter representation of protein categories in the resulting dataset. CONCLUSIONS These studies demonstrate that residual FFPE tissue specimens, of varying age and collection site, are a promising source of protein for proteomic investigations if paired with rigorously verified mass spectrometry workflows.
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Affiliation(s)
- Paul D. Piehowski
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA 99354 USA
| | - Vladislav A. Petyuk
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA 99354 USA
| | - Ryan L. Sontag
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA 99354 USA
| | - Marina A. Gritsenko
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA 99354 USA
| | - Karl K. Weitz
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA 99354 USA
| | - Thomas L. Fillmore
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA 99354 USA
| | - Jamie Moon
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA 99354 USA
| | - Hala Makhlouf
- Division of Cancer Treatment and Diagnosis, National Cancer Institute, Rockville, MD 20850 USA
| | - Rodrigo F. Chuaqui
- Division of Cancer Treatment and Diagnosis, National Cancer Institute, Rockville, MD 20850 USA
| | - Emily S. Boja
- Office of Cancer Clinical Proteomics Research, National Cancer Institute, Bethesda, MD 20892 USA
| | - Henry Rodriguez
- Office of Cancer Clinical Proteomics Research, National Cancer Institute, Bethesda, MD 20892 USA
| | - Jerry S. H. Lee
- Center for Strategic Scientific Initiatives, National Cancer Institute, Bethesda, MD 20892 USA
| | - Richard D. Smith
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA 99354 USA
| | - Danielle M. Carrick
- Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD 20850 USA
| | - Tao Liu
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA 99354 USA
| | - Karin D. Rodland
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA 99354 USA
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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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Ongay S, Langelaar-Makkinje M, Stoop MP, Liu N, Overkleeft H, Luider TM, Groothuis GMM, Bischoff R. Cleavable Crosslinkers as Tissue Fixation Reagents for Proteomic Analysis. Chembiochem 2018; 19:736-743. [PMID: 29356267 DOI: 10.1002/cbic.201700625] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2017] [Indexed: 12/17/2022]
Abstract
Formaldehyde fixation is widely used for long-term maintenance of tissue. However, due to formaldehyde-induced crosslinks, fixed tissue proteins are difficult to extract, which hampers mass spectrometry (MS) proteomic analyses. Recent years have seen the use of different combinations of high temperature and solubilizing agents (usually derived from antigen retrieval techniques) to unravel formaldehyde-fixed paraffin-embedded tissue proteomes. However, to achieve protein extraction yields similar to those of fresh-frozen tissue, high-temperature heating is necessary. Such harsh extraction conditions can affect sensitive amino acids and post-translational modifications, resulting in the loss of important information, while still not resulting in protein yields comparable to those of fresh-frozen tissue. Herein, the objective is to evaluate cleavable protein crosslinkers as fixatives that allow tissue preservation and efficient protein extraction from fixed tissue for MS proteomics under mild conditions. With this goal in mind, disuccinimidyl tartrate (DST) and dithiobis(succinimidylpropionate) (DSP) are investigated as cleavable fixating reagents. These compounds crosslink proteins by reacting with amino groups, leading to amide bond formation, and can be cleaved with sodium metaperiodate (cis-diols, DST) or reducing agents (disulfide bonds, DSP), respectively. Results show that cleavable protein crosslinking with DST and DSP allows tissue fixation with morphology preservation comparable to that of formaldehyde. In addition, cleavage of DSP improves protein recovery from fixed tissue by a factor of 18 and increases the number of identified proteins by approximately 20 % under mild extraction conditions compared with those of formaldehyde-fixed paraffin-embedded tissue. A major advantage of DSP is the introduction of well-defined protein modifications that can be taken into account during database searching. In contrast to DSP fixation, DST fixation followed by cleavage with sodium metaperiodate, although effective, results in side reactions that prevent effective protein extraction and interfere with protein identification. Protein crosslinkers that can be cleaved under mild conditions and result in defined modifications, such as DSP, are thus viable alternatives to formaldehyde as tissue fixatives to facilitate protein analysis from paraffin-embedded, fixed tissue.
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Affiliation(s)
- Sara Ongay
- Department of Analytical Biochemistry, University of Groningen, Antonius Deusinglaan 1, 9713, AV, Groningen, The Netherlands
| | - Miriam Langelaar-Makkinje
- Department Pharmacokinetics, Toxicology and Targeting, University of Groningen, Antonius Deusinglaan 1, 9713, AV, Groningen, The Netherlands
| | - Marcel P Stoop
- Department of Neurology, Erasmus University Medical Center, P. O. Box 1738, 3000 DR, Rotterdam, The Netherlands
| | - Nora Liu
- Department of Bio-Organic Synthesis, Leiden University, P. O. Box 9502, 2300 RA, Leiden, The Netherlands
| | - Hermen Overkleeft
- Department of Bio-Organic Synthesis, Leiden University, P. O. Box 9502, 2300 RA, Leiden, The Netherlands
| | - Theo M Luider
- Department of Neurology, Erasmus University Medical Center, P. O. Box 1738, 3000 DR, Rotterdam, The Netherlands
| | - Geny M M Groothuis
- Department Pharmacokinetics, Toxicology and Targeting, University of Groningen, Antonius Deusinglaan 1, 9713, AV, Groningen, The Netherlands
| | - Rainer Bischoff
- Department of Analytical Biochemistry, University of Groningen, Antonius Deusinglaan 1, 9713, AV, Groningen, The Netherlands
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Salmon CR, Giorgetti APO, Paes Leme AF, Domingues RR, Kolli TN, Foster BL, Nociti FH. Microproteome of dentoalveolar tissues. Bone 2017; 101:219-229. [PMID: 28527949 DOI: 10.1016/j.bone.2017.05.014] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2017] [Revised: 04/12/2017] [Accepted: 05/15/2017] [Indexed: 01/18/2023]
Abstract
Proteomic analysis of extracellular matrices (ECM) of dentoalveolar tissues can provide insights into developmental, pathological, and reparative processes. However, targeted dissection of mineralized tissues, dental cementum (DC), alveolar bone (AB), and dentin (DE), presents technical difficulties. We demonstrate an approach combining EDTA decalcification and laser capture microdissection (LCM), followed by liquid chromatography coupled to tandem mass spectrometry (LC-MS/MS), to analyze proteome profiles of these tissues. Using the LCM-LC-MS/MS approach, a total of 243 proteins was identified from all tissues, 193 proteins in DC, 147 in AB, and 135 proteins DE. Ninety proteins (37% of total) were common to all tissues, whereas 52 proteins (21%) were overlapping in only two. Also, 101 (42%) proteins were exclusively detected in DC (60), AB (15), or DE (26). Identification in all tissues of expected ECM proteins including collagen alpha-1(I) chain (COL1A1), collagen alpha-1(XII) chain (COL12A1), biglycan (BGN), asporin (ASPN), lumican (LUM), and fibromodulin (FMOD), served to validate the approach. Principal component analysis (PCA) and hierarchical clustering identified a high degree of similarity in DC and AB proteomes, whereas DE presented a distinct dataset. Exclusively and differentially identified proteins were detected from all three tissues. The protein-protein interaction network (interactome) of DC was notable for its inclusion of several indicators of metabolic function (e.g. mitochondrial proteins, protein synthesis, and calcium transport), possibly reflecting cementocyte activity. The DE proteome included known and novel mineralization regulators, including matrix metalloproteinase 20 (MMP-20), 5' nucleotidase (NT5E), and secreted phosphoprotein 24 (SPP-24 or SPP-2). Application of the LCM-LC-MS/MS approach to dentoalveolar tissues would be of value in many experimental designs, including developmental studies of transgenic animals, investigation of treatment effects, and identification of novel regenerative factors.
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Affiliation(s)
- Cristiane R Salmon
- Department of Prosthodontics and Periodontics, Division of Periodontics, Piracicaba Dental School, State University of Campinas, São Paulo, Brazil
| | - Ana Paula O Giorgetti
- Department of Prosthodontics and Periodontics, Division of Periodontics, Piracicaba Dental School, State University of Campinas, São Paulo, Brazil
| | - Adriana F Paes Leme
- National Biosciences Laboratory, Brazilian Synchrotron Light Laboratory, Campinas, SP, Brazil
| | - Romênia R Domingues
- National Biosciences Laboratory, Brazilian Synchrotron Light Laboratory, Campinas, SP, Brazil
| | - Tamara N Kolli
- Biosciences Division, College of Dentistry, Ohio State University, Columbus, OH, United States
| | - Brian L Foster
- Biosciences Division, College of Dentistry, Ohio State University, Columbus, OH, United States
| | - Francisco H Nociti
- Department of Prosthodontics and Periodontics, Division of Periodontics, Piracicaba Dental School, State University of Campinas, São Paulo, Brazil.
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Jones LH, Neubert H. Clinical chemoproteomics-Opportunities and obstacles. Sci Transl Med 2017; 9:9/386/eaaf7951. [PMID: 28424333 DOI: 10.1126/scitranslmed.aaf7951] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2016] [Accepted: 03/06/2017] [Indexed: 12/19/2022]
Abstract
Chemoproteomics is the large-scale study of proteins using chemical methods. Although chemoproteomic techniques are becoming commonplace in preclinical research, few examples have found clinical utility. We explore the prospects for advancing chemoproteomics into the clinical setting to understand drug-target interactions and to identify new therapeutically relevant targets.
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Affiliation(s)
- Lyn H Jones
- Medicine Design, Pfizer, 610 Main Street, Cambridge, MA 02139, USA.
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Abstract
Mass spectrometry imaging (MSI) has become a valuable tool in cancer research. Even more, due to its capability to directly link molecular changes with histology, it holds the prospect to revolutionize tissue-based diagnostics. In order to learn to walk before running, however, information obtained through classical histology should not be neglected but rather used to its full capacity and integrated with mass spectrometry data to lead to a superior molecular histology synthesis. In order to achieve this, pathomorphological analyses have to be integrated into MSI analyses right from the beginning to avoid errors and pitfalls of MSI application possibly leading to incorrect or imprecise study outcomes. Such errors can be caused by different sample or tissue inherent factors or through factors in sample preparation. Future studies should, therefore, aim for a comprehensive incorporation of histology and pathology characteristics to ensure the generation of high-quality data in MSI to exploit its full capacity in tissue-based basic and translational research.
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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: 99] [Impact Index Per Article: 12.4] [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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Luebker SA, Wojtkiewicz M, Koepsell SA. Two methods for proteomic analysis of formalin-fixed, paraffin embedded tissue result in differential protein identification, data quality, and cost. Proteomics 2016; 15:3744-53. [PMID: 26306679 DOI: 10.1002/pmic.201500147] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2015] [Revised: 07/06/2015] [Accepted: 08/19/2015] [Indexed: 12/18/2022]
Abstract
Formalin-fixed paraffin-embedded (FFPE) tissue is a rich source of clinically relevant material that can yield important translational biomarker discovery using proteomic analysis. Protocols for analyzing FFPE tissue by LC-MS/MS exist, but standardization of procedures and critical analysis of data quality is limited. This study compared and characterized data obtained from FFPE tissue using two methods: a urea in-solution digestion method (UISD) versus a commercially available Qproteome FFPE Tissue Kit method (Qkit). Each method was performed independently three times on serial sections of homogenous FFPE tissue to minimize pre-analytical variations and analyzed with three technical replicates by LC-MS/MS. Data were evaluated for reproducibility and physiochemical distribution, which highlighted differences in the ability of each method to identify proteins of different molecular weights and isoelectric points. Each method replicate resulted in a significant number of new protein identifications, and both methods identified significantly more proteins using three technical replicates as compared to only two. UISD was cheaper, required less time, and introduced significant protein modifications as compared to the Qkit method, which provided more precise and higher protein yields. These data highlight significant variability among method replicates and type of method used, despite minimizing pre-analytical variability. Utilization of only one method or too few replicates (both method and technical) may limit the subset of proteomic information obtained.
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Affiliation(s)
- Stephen A Luebker
- Department of Pathology and Microbiology, University of Nebraska Medical Center, Nebraska Medical Center, Omaha, NE, USA
| | - Melinda Wojtkiewicz
- Mass Spectrometry and Proteomics Core Facility, University of Nebraska Medical Center, Nebraska Medical Center, Omaha, NE, USA
| | - Scott A Koepsell
- Department of Pathology and Microbiology, University of Nebraska Medical Center, Nebraska Medical Center, Omaha, NE, USA
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Donczo B, Szigeti M, Ostoros G, Gacs A, Tovari J, Guttman A. N-Glycosylation analysis of formalin fixed paraffin embedded samples by capillary electrophoresis. Electrophoresis 2015; 37:2292-6. [DOI: 10.1002/elps.201500446] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2015] [Revised: 11/06/2015] [Accepted: 11/07/2015] [Indexed: 12/17/2022]
Affiliation(s)
- Boglarka Donczo
- Horváth Csaba Laboratory of Bioseparation Sciences; University of Debrecen; Debrecen Hungary
| | - Marton Szigeti
- Horváth Csaba Laboratory of Bioseparation Sciences; University of Debrecen; Debrecen Hungary
- MTA-PE Translational Glycomics Group; Pannon University; Veszprem Hungary
| | - Gyorgyi Ostoros
- MTA-PE Translational Glycomics Group; Pannon University; Veszprem Hungary
- National Institute of Oncology; Department of Experimental Pharmacology; Budapest Hungary
| | - Alexandra Gacs
- National Institute of Oncology; Department of Experimental Pharmacology; Budapest Hungary
| | - Jozsef Tovari
- National Institute of Oncology; Department of Experimental Pharmacology; Budapest Hungary
| | - Andras Guttman
- Horváth Csaba Laboratory of Bioseparation Sciences; University of Debrecen; Debrecen Hungary
- MTA-PE Translational Glycomics Group; Pannon University; Veszprem Hungary
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Steiner C, Tille JC, Lamerz J, Kux van Geijtenbeek S, McKee TA, Venturi M, Rubbia-Brandt L, Hochstrasser D, Cutler P, Lescuyer P, Ducret A. Quantification of HER2 by Targeted Mass Spectrometry in Formalin-Fixed Paraffin-Embedded (FFPE) Breast Cancer Tissues. Mol Cell Proteomics 2015; 14:2786-99. [PMID: 26149442 DOI: 10.1074/mcp.o115.049049] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2015] [Indexed: 11/06/2022] Open
Abstract
The ability to accurately quantify proteins in formalin-fixed paraffin-embedded tissues using targeted mass spectrometry opens exciting perspectives for biomarker discovery. We have developed and evaluated a selectedreaction monitoring assay for the human receptor tyrosine-protein kinase erbB-2 (HER2) in formalin-fixed paraffin-embedded breast tumors. Peptide candidates were identified using an untargeted mass spectrometry approach in relevant cell lines. A multiplexed assay was developed for the six best candidate peptides and evaluated for linearity, precision and lower limit of quantification. Results showed a linear response over a calibration range of 0.012 to 100 fmol on column (R(2): 0.99-1.00).The lower limit of quantification was 0.155 fmol on column for all peptides evaluated. The six HER2 peptides were quantified by selected reaction monitoring in a cohort of 40 archival formalin-fixed paraffin-embedded tumor tissues from women with invasive breast carcinomas, which showed different levels of HER2 gene amplification as assessed by standard methods used in clinical pathology. The amounts of the six HER2 peptides were highly and significantly correlated with each other, indicating that peptide levels can be used as surrogates of protein amounts in formalin-fixed paraffin-embedded tissues. After normalization for sample size, selected reaction monitoring peptide measurements were able to correctly predict 90% of cases based on HER2 amplification as defined by the American Society of Clinical Oncology and College of American Pathologists. In conclusion, the developed assay showed good analytical performance and a high agreement with immunohistochemistry and fluorescence in situ hybridization data. This study demonstrated that selected reaction monitoring allows to accurately quantify protein expression in formalin-fixed paraffin-embedded tissues and represents therefore a powerful approach for biomarker discovery studies. The untargeted mass spectrometry data is available via ProteomeXchange whereas the quantification data by selected reaction monitoring is available on the Panorama Public website.
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Affiliation(s)
- Carine Steiner
- From the ‡Division of Laboratory Medicine, Geneva University Hospitals, Rue Gabrielle-Perret-Gentil 4, CH-1211 Geneva, Switzerland; §Translational Technologies and Bioinformatics, Pharmaceutical Sciences, Roche Pharma Research & Early Development (pRED), Roche Innovation Center Basel, F. Hoffmann-La Roche AG, Grenzacherstrasse 124, CH-4070 Basel, Switzerland;
| | - Jean-Christophe Tille
- ¶Division of Clinical Pathology, Geneva University Hospitals, Rue Gabrielle-Perret-Gentil 4, CH-1211 Geneva, Switzerland
| | - Jens Lamerz
- §Translational Technologies and Bioinformatics, Pharmaceutical Sciences, Roche Pharma Research & Early Development (pRED), Roche Innovation Center Basel, F. Hoffmann-La Roche AG, Grenzacherstrasse 124, CH-4070 Basel, Switzerland
| | - Sabine Kux van Geijtenbeek
- §Translational Technologies and Bioinformatics, Pharmaceutical Sciences, Roche Pharma Research & Early Development (pRED), Roche Innovation Center Basel, F. Hoffmann-La Roche AG, Grenzacherstrasse 124, CH-4070 Basel, Switzerland
| | - Thomas A McKee
- ¶Division of Clinical Pathology, Geneva University Hospitals, Rue Gabrielle-Perret-Gentil 4, CH-1211 Geneva, Switzerland
| | - Miro Venturi
- ‖Oncology Division, Roche Pharma Research & Early Development (pRED), Roche Innovation Center Penzberg, Roche Diagnostics GmbH, Nonnenwald 2, D-82377 Penzberg, Germany
| | - Laura Rubbia-Brandt
- ¶Division of Clinical Pathology, Geneva University Hospitals, Rue Gabrielle-Perret-Gentil 4, CH-1211 Geneva, Switzerland
| | - Denis Hochstrasser
- From the ‡Division of Laboratory Medicine, Geneva University Hospitals, Rue Gabrielle-Perret-Gentil 4, CH-1211 Geneva, Switzerland
| | - Paul Cutler
- §Translational Technologies and Bioinformatics, Pharmaceutical Sciences, Roche Pharma Research & Early Development (pRED), Roche Innovation Center Basel, F. Hoffmann-La Roche AG, Grenzacherstrasse 124, CH-4070 Basel, Switzerland
| | - Pierre Lescuyer
- From the ‡Division of Laboratory Medicine, Geneva University Hospitals, Rue Gabrielle-Perret-Gentil 4, CH-1211 Geneva, Switzerland
| | - Axel Ducret
- §Translational Technologies and Bioinformatics, Pharmaceutical Sciences, Roche Pharma Research & Early Development (pRED), Roche Innovation Center Basel, F. Hoffmann-La Roche AG, Grenzacherstrasse 124, CH-4070 Basel, Switzerland
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Becker KF. Using tissue samples for proteomic studies-Critical considerations. Proteomics Clin Appl 2015; 9:257-67. [DOI: 10.1002/prca.201400106] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2014] [Revised: 12/08/2014] [Accepted: 01/07/2015] [Indexed: 01/09/2023]
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Tanca A, Uzzau S, Addis MF. Full-length protein extraction protocols and gel-based downstream applications in formalin-fixed tissue proteomics. Methods Mol Biol 2015; 1295:117-134. [PMID: 25820719 DOI: 10.1007/978-1-4939-2550-6_11] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
Archival formalin-fixed, paraffin-embedded (FFPE) tissue repositories and their associated clinical information can represent a valuable resource for tissue proteomics. In order to make these tissues available for protein biomarker discovery and validation studies, dedicated sample preparation procedures overcoming the intermolecular cross-links introduced by formalin need to be implemented. This chapter describes a full-length protein extraction protocol optimized for downstream gel-based proteomics applications. Using the procedures detailed here, SDS-PAGE, western immunoblotting, GeLC-MS/MS, 2D-PAGE, and 2D-DIGE can be carried out on FFPE tissues. Technical tips, critical aspects, and drawbacks of the method are presented and discussed.
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Affiliation(s)
- Alessandro Tanca
- Porto Conte Ricerche, Loc, S.P. 55 Porto Conte/Capo Caccia Km 8.400, Tramariglio, Alghero (SS), 07041, Italy
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Steiner C, Ducret A, Tille JC, Thomas M, McKee TA, Rubbia-Brandt L, Scherl A, Lescuyer P, Cutler P. Applications of mass spectrometry for quantitative protein analysis in formalin-fixed paraffin-embedded tissues. Proteomics 2014; 14:441-51. [PMID: 24339433 PMCID: PMC4265304 DOI: 10.1002/pmic.201300311] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2013] [Revised: 11/04/2013] [Accepted: 11/11/2013] [Indexed: 12/12/2022]
Abstract
Proteomic analysis of tissues has advanced in recent years as instruments and methodologies have evolved. The ability to retrieve peptides from formalin-fixed paraffin-embedded tissues followed by shotgun or targeted proteomic analysis is offering new opportunities in biomedical research. In particular, access to large collections of clinically annotated samples should enable the detailed analysis of pathologically relevant tissues in a manner previously considered unfeasible. In this paper, we review the current status of proteomic analysis of formalin-fixed paraffin-embedded tissues with a particular focus on targeted approaches and the potential for this technique to be used in clinical research and clinical diagnosis. We also discuss the limitations and perspectives of the technique, particularly with regard to application in clinical diagnosis and drug discovery.
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Affiliation(s)
- Carine Steiner
- Division of Laboratory Medicine, Geneva University Hospital, Geneva, Switzerland; Human Protein Sciences Department, University of Geneva, Geneva, Switzerland; Translational Technologies and Bioinformatics, Pharma Research and Early Development, F. Hoffmann-La Roche AG, Basel, Switzerland
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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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MALDI imaging mass spectrometry profiling of N-glycans in formalin-fixed paraffin embedded clinical tissue blocks and tissue microarrays. PLoS One 2014; 9:e106255. [PMID: 25184632 PMCID: PMC4153616 DOI: 10.1371/journal.pone.0106255] [Citation(s) in RCA: 173] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2014] [Accepted: 08/01/2014] [Indexed: 02/06/2023] Open
Abstract
A recently developed matrix-assisted laser desorption/ionization imaging mass spectrometry (MALDI-IMS) method to spatially profile the location and distribution of multiple N-linked glycan species in frozen tissues has been extended and improved for the direct analysis of glycans in clinically derived formalin-fixed paraffin-embedded (FFPE) tissues. Formalin-fixed tissues from normal mouse kidney, human pancreatic and prostate cancers, and a human hepatocellular carcinoma tissue microarray were processed by antigen retrieval followed by on-tissue digestion with peptide N-glycosidase F. The released N-glycans were detected by MALDI-IMS analysis, and the structural composition of a subset of glycans could be verified directly by on-tissue collision-induced fragmentation. Other structural assignments were confirmed by off-tissue permethylation analysis combined with multiple database comparisons. Imaging of mouse kidney tissue sections demonstrates specific tissue distributions of major cellular N-linked glycoforms in the cortex and medulla. Differential tissue distribution of N-linked glycoforms was also observed in the other tissue types. The efficacy of using MALDI-IMS glycan profiling to distinguish tumor from non-tumor tissues in a tumor microarray format is also demonstrated. This MALDI-IMS workflow has the potential to be applied to any FFPE tissue block or tissue microarray to enable higher throughput analysis of the global changes in N-glycosylation associated with cancers.
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Bronsert P, Weißer J, Biniossek ML, Kuehs M, Mayer B, Drendel V, Timme S, Shahinian H, Küsters S, Wellner UF, Lassmann S, Werner M, Schilling O. Impact of routinely employed procedures for tissue processing on the proteomic analysis of formalin-fixed paraffin-embedded tissue. Proteomics Clin Appl 2014; 8:796-804. [PMID: 24888792 DOI: 10.1002/prca.201300082] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2013] [Revised: 05/08/2014] [Accepted: 05/26/2014] [Indexed: 12/20/2022]
Abstract
PURPOSE FFPE (formalin fixed, paraffin embedded) tissue cohorts represent an enduring archive of clinical specimens. Proteomic analysis of FFPE tissues is gaining interest for the in-depth analysis of aberrant proteome composition. Procedures for FFPE tissue processing are standardized but there is diversity regarding the different processing systems. This work focuses on three different processing methods commonly used in large European pathology institutes. EXPERIMENTAL DESIGN Formalin fixed tissue specimens of different tumors were serially sliced and processed with three different processing systems (xylene, ethanol/vacuum or microwave based). After paraffin embedding, they were subjected to MS-based proteomic analysis to investigate the impact of tissue processing techniques on the quality of proteomic analysis. Results were compared with proteomic analysis of corresponding cryopreserved tissue specimens. RESULTS All processing techniques achieved very good proteome coverage similar to the cryopreserved counterpart. Gene ontology profiles, relative protein abundances, and peptide modifications such as methionine oxidation or proteolytic truncation were highly similar for all techniques as well as for the cryopreserved samples. CONCLUSIONS AND CLINICAL RELEVANCE The results show that different processing procedures do not impede proteomic analysis as a robust and powerful approach for the identification of protein determinants and markers of disease processes and highlights the general robustness of FFPE-tissue based proteomics.
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Affiliation(s)
- Peter Bronsert
- Institute of Pathology, University Medical Center, Freiburg, Germany; Comprehensive Cancer Center, Freiburg, Germany
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Fowler CB, O'Leary TJ, Mason JT. Toward improving the proteomic analysis of formalin-fixed, paraffin-embedded tissue. Expert Rev Proteomics 2014; 10:389-400. [PMID: 23992421 DOI: 10.1586/14789450.2013.820531] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Archival formalin-fixed, paraffin-embedded (FFPE) tissue and their associated diagnostic records represent an invaluable source of retrospective proteomic information on diseases for which the clinical outcome and response to treatment are known. However, analysis of archival FFPE tissues by high-throughput proteomic methods has been hindered by the adverse effects of formaldehyde fixation and subsequent tissue histology. This review examines recent methodological advances for extracting proteins from FFPE tissue suitable for proteomic analysis. These methods, based largely upon heat-induced antigen retrieval techniques borrowed from immunohistochemistry, allow at least a qualitative analysis of the proteome of FFPE archival tissues. The authors also discuss recent advances in the proteomic analysis of FFPE tissue; including liquid-chromatography tandem mass spectrometry, reverse phase protein microarrays and imaging mass spectrometry.
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Affiliation(s)
- Carol B Fowler
- Laboratory of Proteomics and Protein Science, Washington DC Veterans Affairs Medical Center, Washington, DC, USA.
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Abstract
Preserved clinical material is a unique source for proteomic investigation of human disorders. Here we describe an optimized protocol allowing large scale quantitative analysis of formalin fixed and paraffin embedded (FFPE) tissue. The procedure comprises four distinct steps. The first one is the preparation of sections from the FFPE material and microdissection of cells of interest. In the second step the isolated cells are lysed and processed using 'filter aided sample preparation' (FASP) technique. In this step, proteins are depleted from reagents used for the sample lysis and are digested in two-steps using endoproteinase LysC and trypsin. After each digestion, the peptides are collected in separate fractions and their content is determined using a highly sensitive fluorescence measurement. Finally, the peptides are fractionated on 'pipette-tip' microcolumns. The LysC-peptides are separated into 4 fractions whereas the tryptic peptides are separated into 2 fractions. In this way prepared samples allow analysis of proteomes from minute amounts of material to a depth of 10,000 proteins. Thus, the described workflow is a powerful technique for studying diseases in a system-wide-fashion as well as for identification of potential biomarkers and drug targets.
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Affiliation(s)
- Jacek R Wiśniewski
- Department of Proteomics and Signal Transduction, Max Planck Institute of Biochemistry
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Craven RA, Cairns DA, Zougman A, Harnden P, Selby PJ, Banks RE. Proteomic analysis of formalin-fixed paraffin-embedded renal tissue samples by label-free MS: assessment of overall technical variability and the impact of block age. Proteomics Clin Appl 2013; 7:273-82. [PMID: 23027403 DOI: 10.1002/prca.201200065] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2012] [Revised: 09/04/2012] [Accepted: 09/12/2012] [Indexed: 01/17/2023]
Abstract
PURPOSE Protein profiling of formalin-fixed paraffin-embedded (FFPE) tissues has enormous potential for the discovery and validation of disease biomarkers. The aim of this study was to systematically characterize the effect of length of time of storage of such tissue blocks in pathology archives on the quality of data produced using label-free MS. EXPERIMENTAL DESIGN Normal kidney and clear cell renal cell carcinoma tissues routinely collected up to 10 years prior to analysis were profiled using LC-MS/MS and the data analyzed using MaxQuant. Protein identities and quantification data were analyzed to examine differences between tissue blocks of different ages and assess the impact of technical and biological variability. RESULTS An average of over 2000 proteins was seen in each sample with good reproducibility in terms of proteins identified and quantification for normal kidney tissue, with no significant effect of block age. Greater biological variability was apparent in the renal cell carcinoma tissue, possibly reflecting disease heterogeneity, but again there was good correlation between technical replicates and no significant effect of block age. CONCLUSIONS AND CLINICAL RELEVANCE These results indicate that archival storage time does not have a detrimental effect on protein profiling of FFPE tissues, supporting the use of such tissues in biomarker discovery studies.
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Affiliation(s)
- Rachel A Craven
- Cancer Research UK Centre,, Leeds Institute of Molecular Medicine, St. James's University Hospital, Leeds, UK
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