<HashMap><database>panorama</database><scores><citationCount>0</citationCount><reanalysisCount>0</reanalysisCount><viewCount>0</viewCount><searchCount>0</searchCount></scores><additional><omics_type>Proteomics</omics_type><submitter>Carine Steiner</submitter><technology_type>SRM/MRM</technology_type><species>Homo Sapiens</species><full_dataset_link>https://panoramaweb.org/TNBC_FFPE.url</full_dataset_link><submitter_email>carine.steiner@roche.com</submitter_email><submitter_affiliation>F. Hoffmann-La Roche</submitter_affiliation><sample_protocol></sample_protocol><repository>PanoramaPublic</repository><data_protocol></data_protocol><pubmed_abstract>The identification of clinically relevant biomarkers represents an important challenge in oncology. This problem can be addressed with biomarker discovery and verification studies performed directly in tumor samples using formalin-fixed paraffin-embedded (FFPE) tissues. However, reliably measuring proteins in FFPE samples remains challenging. Here, we demonstrate the use of liquid chromatography coupled to multiple reaction monitoring mass spectrometry (LC-MRM/MS) as an effective technique for such applications. An LC-MRM/MS method was developed to simultaneously quantify hundreds of peptides extracted from FFPE samples and was applied to the targeted measurement of 200 proteins in 48 triple-negative, 19 HER2-overexpressing, and 20 luminal A breast tumors. Quantitative information was obtained for 185 proteins, including known markers of breast cancer such as HER2, hormone receptors, Ki-67, or inflammation-related proteins. LC-MRM/MS results for these proteins matched immunohistochemistry or chromogenic in situ hybridization data. In addition, comparison of our results with data from the literature showed that several proteins representing potential biomarkers were identified as differentially expressed in triple-negative breast cancer samples. These results indicate that LC-MRM/MS assays can reliably measure large sets of proteins using the analysis of surrogate peptides extracted from FFPE samples. This approach allows to simultaneously quantify the expression of target proteins from various pathways in tumor samples. LC-MRM/MS is thus a powerful tool for the relative quantification of proteins in FFPE tissues and for biomarker discovery.</pubmed_abstract><pubmed_title>Relative Quantification of Proteins in Formalin-Fixed Paraffin-Embedded Breast Cancer Tissue Using Multiplexed Mass Spectrometry Assays.</pubmed_title><pubmed_authors>Steiner Carine C, Lescuyer Pierre P, Cutler Paul P, Tille Jean-Christophe JC, Ducret Axel A</pubmed_authors><description_synonyms>liquid chromatography tandem mass spectroscopy, Erbb-2, triple-receptor negative breast cancer, malignant tumor of the breast, Biological Markers, Viral Marker, Formol, Surrogate Endpoints, Inflammations, Tandem, determination, Laboratory, Breast Neoplasms, Biochemical, Mbp1, mammary neoplasm, Endpoint, Human Mammary Neoplasms, Serum, Tumor, Mass Spectrometry Mass Spectrometry, TNBC, CD340, triple-negative breast cancer, Polypeptides, Laboratory Markers, Techniques, Kiaa3023, tumor of the breast, peptido, "neoplasm of breast (disorder)" EXACT [SNOMEDCT_2005_07_31:126926005], Biological, Method, Methanal, Parafilm, triple-negative breast carcinoma, cancer of the breast, myd, BC, Mammary Neoplasms, malignant neoplasm of breast, LCMSMS, Luminal A subtype of breast carcinoma, inflammatory response, peptides, Hormone Receptor, Formaldehyd, Tissue, Oxomethane, Human Mammary Carcinomas, Mbp-1, Mass Spectrometry, endocrine, neoplasm of breast, Immune, Markers, Methodological Studies, breast neoplasm, cancer of breast, scientific observation, Viral Markers, mammary cancer, Breast Malignant Neoplasms, Tumors, LC-MS2, Luminal A breast carcinoma, Carcinoma, Viral, "breast neoplasm" EXACT [MTH:120], Surrogate Endpoint, gyltl1b-b, Liquid Chromatography, LC-MS/MS, Biochemical Markers, MLN19, Receptor Agonists, Procedure, Biologic Marker, Ki67, results, Literatures, Marker, MDDGA6, CIS, mKIAA0609, G18, NOS, KIAA0609, fixed, Malignant Neoplasm of Breast, c-neu, tumor of breast, Luminal A, Carcinomas, fg, CIS-1, gyltl1b, tumour of the breast, End Points, MS/MS, NEOPL BREAST, mdc1d, expanded, D630048A14Rik, Immunologic, Methodological, breast neoplasm (disease), Laboratory Marker, "mammary neoplasm" RELATED [], Methodological Study, MLN 19, MDC1D, tumour of breast, enr, enlarged, breast cancer, Biochemical Marker, liquid chromatography-tandem mass spectroscopy, Breast Tumors, Breast Malignant Tumors, TKR1, Polypeptide, cancer, Innate, big, primary breast cancer, Inflammatory Response, Procedures, Clinical Markers, Clinical Marker, Luminal A oestrogen receptor positive subtype of breast carcinoma, Neoplasms, number, Gene, Mammary Cancers, presence, froggy, Gyltl1a, LC-MS-MS, Surrogate End Points, Human, Hormone, Ki-67, Surrogate Markers, large, method, Breast Malignant Tumor, RRG6, Breast Tumor, BREAST NEOPL, method used in an experiment, LC-MSMS, Gene Products, Studies, "mammary tumor" EXACT [CSP2005:2016-0671], breast tumor, HER-2/neu, Agonists, neoplasm, Technique, Biomarker, Human Mammary, hormones, Clinical, Mammary Neoplasm, MDDGB6, MS2, HER-2, Biological Marker, Mammary Carcinoma, inflammation, LARGE, Hormone Receptor Agonists, Cancer of the Breast, Study, Luminal A estrogen receptor positive subtype of breast carcinoma, BPFD#36, Immunologic Markers, GEP6, neoplasm of the breast, Formalin, Innate Inflammatory Response, Malignant Tumor of Breast, Luminal A breast cancer, Mammary, Mammary Cancer, great, peptidos, biological marker, Breast, Immunologic Marker, mammary tumor, BACTS2, Biologic, Neu, NEU, Cancer, measuring, Human Mammary Neoplasm, Breast Carcinoma, breast tumour, Breast Carcinomas, Immune Markers., HER-2|neu, Serum Markers, Proteins, mKIAA3023, End Point, "breast tumor" EXACT [NCI2004_11_17:C2910], Peptide, Immune Marker, Breast Malignant Neoplasm, count in organism, LC/MS/MS, Mammary Carcinomas, Surrogate End Point, Protein, chemical analysis, Neoplasm, NGL, Human Mammary Carcinoma, FORMALIN, tandem MS, Biologic Markers, Serum Marker, Breast Neoplasm, Surrogate, c-erbB2, Endpoints, Mass Spectrometry-Mass Spectrometry, Cancers, Surrogate Marker, Methylene oxide, Protein Gene Products, plan specification, Gene Proteins, Oxomethylene, SOCS, Innate Inflammatory Responses, Breast Cancer, liquid chromatography tandem mass spectrometry, Peptid, Cancer of Breast, assay, HER2, breast, Immune Markers</description_synonyms><pubmed_title_synonyms>Breast Carcinoma, Human Mammary Neoplasm, primary breast cancer, Carcinoma, malignant tumor of the breast, Formol, Breast Carcinomas, "breast neoplasm" EXACT [MTH:120], Neoplasms, Proteins, mammary neoplasm, Gene, Mammary Cancers, Human Mammary Neoplasms, Spectrum Analyses, Tumor, "breast tumor" EXACT [NCI2004_11_17:C2910], Spectrum Analysis, Human, Breast Malignant Neoplasm, Spectroscopy, Breast Malignant Tumor, MS, "neoplasm of breast (disorder)" EXACT [SNOMEDCT_2005_07_31:126926005], Mammary Carcinomas, Breast Tumor, Methanal, Parafilm, Protein, Gene Products, Neoplasm, Mass, Human Mammary Carcinoma, "mammary tumor" EXACT [CSP2005:2016-0671], FORMALIN, NOS, breast tumor, cancer of the breast, simple tissue, Analysis, fixed, Malignant Neoplasm of Breast, Mass Spectrum Analyses, Mass Spectroscopy, Carcinomas, Mass Spectrum Analysis, BC, Mammary Neoplasms, malignant neoplasm of breast, Mass Spectrum, Human Mammary, Breast Neoplasm, Analyses, Mammary Neoplasm, Mammary Carcinoma, Formaldehyd, Tissue, Oxomethane, Human Mammary Carcinomas, Spectrometry, Cancers, "mammary neoplasm" RELATED [], Methylene oxide, Cancer of the Breast, Protein Gene Products, Gene Proteins, Formalin, Oxomethylene, breast cancer, cancer of breast, Malignant Tumor of Breast, Mammary, Mammary Cancer, Breast Tumors, Breast Cancer, Breast Malignant Tumors, Mass., Cancer of Breast, Breast, mammary cancer, cancer, mammary tumor, Breast Malignant Neoplasms, breast, Tumors, Cancer</pubmed_title_synonyms><name_synonyms>SPS1., Biological Markers, Viral Marker, Viral, Surrogate Endpoints, Surrogate Endpoint, Clinical Markers, Laboratory, SRML1, Clinical Marker, Serum Markers, PAPT, Biochemical, End Point, Endpoint, Biochemical Markers, Serum, SPDSY, Biologic Marker, Immune Marker, Surrogate End Points, Multiple Reaction Monitoring, Surrogate Markers, Laboratory Markers, Marker, Biological, Surrogate End Point, Biologic Markers, Biomarker, Serum Marker, Clinical, End Points, MRM, Surrogate, Biological Marker, Endpoints, Tissue, Immunologic, Laboratory Marker, Surrogate Marker, Immunologic Markers, Immune, Markers, Biochemical Marker, Viral Markers, biological marker, Immunologic Marker, Biologic, Immune Markers</name_synonyms><pubmed_abstract_synonyms>Erbb-2, triple-receptor negative breast cancer, malignant tumor of the breast, Biological Markers, Viral Marker, Formol, Surrogate Endpoints, Inflammations, determination, Laboratory, Breast Neoplasms, Biochemical, Mbp1, mammary neoplasm, Endpoint, Human Mammary Neoplasms, Serum, Tumor, Technic, TNBC, CD340, triple-negative breast cancer, Polypeptides, Laboratory Markers, Techniques, Kiaa3023, tumor of the breast, peptido, Immunogold-Silver Techniques, "neoplasm of breast (disorder)" EXACT [SNOMEDCT_2005_07_31:126926005], Biological, Method, Methanal, Parafilm, Immunogold-Silver Technique, triple-negative breast carcinoma, cancer of the breast, In Situ, Analysis, myd, in situ hybridization, Mass Spectrum Analysis, BC, Mammary Neoplasms, malignant neoplasm of breast, Luminal A subtype of breast carcinoma, inflammatory response, peptides, Analyses, Triple Negative Breast Cancer, Hormone Receptor, Breast Cancers, Formaldehyd, Tissue, Oxomethane, Human Mammary Carcinomas, Mbp-1, endocrine, ISH, neoplasm of breast, Immune, Immunogold-Silver Technic, Markers, Methodological Studies, breast neoplasm, cancer of breast, scientific observation, Viral Markers, Immunolabeling Technique, Malignancies, mammary cancer, Breast Malignant Neoplasms, Immunogold Technics, Tumors, Luminal A breast carcinoma, Carcinoma, Viral, "breast neoplasm" EXACT [MTH:120], Surrogate Endpoint, Hybridization, gyltl1b-b, Liquid Chromatography, Immunogold Technique, Triple-Negative Breast Cancer, Biochemical Markers, MLN19, Receptor Agonists, Procedure, Biologic Marker, Hybridizations, Spectrum Analysis, Ki67, results, Multiple Reaction Monitoring, Spectroscopy, Literatures, Immunogold, Immunogold Techniques, Benign, Immunolabeling Technic, Marker, MDDGA6, mKIAA0609, Immunolabeling Technics, Triple-Negative, NOS, Technics, KIAA0609, fixed, Malignant Neoplasm of Breast, c-neu, tumor of breast, Luminal A, Carcinomas, fg, Triple-Negative Breast Neoplasms, tumour of the breast, gyltl1b, End Points, ER Negative PR Negative HER2 Negative Breast Cancer, NEOPL BREAST, ER-Negative PR-Negative HER2-Negative Breast Neoplasms, mdc1d, Spectrometry, expanded, Benign Neoplasms, D630048A14Rik, Immunogold Silver Techniques, Immunologic, Methodological, breast neoplasm (disease), Laboratory Marker, "mammary neoplasm" RELATED [], Methodological Study, Malignant Neoplasms, MLN 19, MDC1D, tumour of breast, enr, breast cancer, enlarged, Biochemical Marker, Breast Tumors, Triple-Negative Breast Neoplasm, Breast Malignant Tumors, TKR1, Polypeptide, other neoplasm, cancer, Innate, ER-Negative PR-Negative HER2-Negative Breast Cancer, big, primary breast cancer, Inflammatory Response, Immunogold-Silver, Procedures, Clinical Markers, Clinical Marker, Neoplasms, Luminal A oestrogen receptor positive subtype of breast carcinoma, Benign Neoplasm, number, Triple-Negative Breast Cancers, Gene, Mammary Cancers, Spectrum Analyses, Malignant, presence, froggy, Gyltl1a, Surrogate End Points, Human, Hormone, Ki-67, Surrogate Markers, method, Breast Malignant Tumor, large, RRG6, Breast Tumor, BREAST NEOPL, method used in an experiment, Gene Products, Mass, Studies, "mammary tumor" EXACT [CSP2005:2016-0671], breast tumor, HER-2/neu, Agonists, neoplasm, Technique, Mass Spectroscopy, Immunogold Silver Technics, Biomarker, Human Mammary, hormones, Clinical, MRM, Malignancy, Mammary Neoplasm, HER-2, MDDGB6, Biological Marker, Mammary Carcinoma, inflammation, Hybridization in Situ, Hormone Receptor Agonists, LARGE, Cancer of the Breast, Neoplasias, Study, Luminal A estrogen receptor positive subtype of breast carcinoma, BPFD#36, Immunologic Markers, GEP6, neoplasm of the breast, Formalin, Innate Inflammatory Response, Malignant Tumor of Breast, Luminal A breast cancer, Mammary, Mammary Cancer, Triple Negative Breast Neoplasm, great, peptidos, In Situ Hybridizations, biological marker, Breast, Immunologic Marker, mammary tumor, Biologic, Cancer, Neu, NEU, measuring, Human Mammary Neoplasm, Breast Carcinoma, breast tumour, Breast Carcinomas, Malignant Neoplasm, Immunogold Technic, Immune Markers., HER-2|neu, Serum Markers, Proteins, mKIAA3023, End Point, Immunohistocytochemistry, "breast tumor" EXACT [NCI2004_11_17:C2910], Peptide, Immune Marker, Breast Malignant Neoplasm, count in organism, MS, Mammary Carcinomas, Surrogate End Point, Protein, chemical analysis, Neoplasm, NGL, Human Mammary Carcinoma, FORMALIN, Mass Spectrum Analyses, Biologic Markers, Immunolabeling, Mass Spectrum, Serum Marker, Breast Neoplasm, Immunocytochemistry, Surrogate, c-erbB2, Endpoints, Cancers, Surrogate Marker, Methylene oxide, Protein Gene Products, plan specification, Gene Proteins, ER Negative PR Negative HER2 Negative Breast Neoplasms, Oxomethylene, Innate Inflammatory Responses, Breast Cancer, Immunogold-Silver Technics, Immunolabeling Techniques, Peptid, Cancer of Breast, assay, Neoplasia, HER2, breast, Immune Markers</pubmed_abstract_synonyms><citation_count>0</citation_count></additional><is_claimable>false</is_claimable><name>Biomarker Discovery in FFPE tissues by SRM</name><description>The identification of clinically relevant biomarkers represents an important challenge in oncology. This can be addressed with biomarker discovery studies in formalin-fixed paraffin-embedded (FFPE) tissues. However, reliably measuring large sets of proteins in FFPE tissues remains challenging. Here we demonstrate the use of liquid chromatography coupled to tandem mass spectrometry (LC-MS/MS) as a promising technique for such applications. 
An LC-MS/MS method was developed to simultaneously quantify hundreds of peptides extracted from FFPE samples. 200 proteins were measured in 48 triple-negative (TNBC), 19 HER2-overexpressing, and 20 luminal A breast tumors.
Quantitative information was obtained for 185 proteins, including known markers such as HER2, hormone receptors, ki-67, or inflammation-related proteins. MS results for these proteins matched IHC or CISH data. In addition, several proteins representing potential biomarkers were identified as differentially expressed in TNBC samples.
Comparison of our results with data from the literature showed that MS assays can reliably and simultaneously measure many proteins in FFPE tissues using the analysis of surrogate peptides. Therefore LC-MS/MS is a powerful tool for the relative quantification of proteins in FFPE tissues and for biomarker discovery.</description><dates><publication>Sun Sep 25 00:00:00 BST 2022</publication></dates><accession>PXD025135</accession><cross_references><TAXONOMY>9606</TAXONOMY><pubmed>36152753</pubmed></cross_references></HashMap>