Mining the Archives: A Cross-Platform Analysis of Gene Expression Profiles in Archival Formalin-Fixed Paraffin-Embedded Tissues
Formalin-fixed paraffin-embedded (FFPE) tissue samples represent a potentially invaluable resource for transcriptomic research. However, use of FFPE samples in genomic studies has been limited by technical challenges resulting from nucleic acid degradation. Here we evaluated gene expression profiles...
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Veröffentlicht in: | Toxicological sciences 2015-12, Vol.148 (2), p.460-472 |
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description | Formalin-fixed paraffin-embedded (FFPE) tissue samples represent a potentially invaluable resource for transcriptomic research. However, use of FFPE samples in genomic studies has been limited by technical challenges resulting from nucleic acid degradation. Here we evaluated gene expression profiles derived from fresh-frozen (FRO) and FFPE mouse liver tissues preserved in formalin for different amounts of time using 2 DNA microarray protocols and 2 whole-transcriptome sequencing (RNA-seq) library preparation methodologies. The ribo-depletion protocol outperformed the other methods by having the highest correlations of differentially expressed genes (DEGs), and best overlap of pathways, between FRO and FFPE groups. The effect of sample time in formalin (18 h or 3 weeks) on gene expression profiles indicated that test article treatment, not preservation method, was the main driver of gene expression profiles. Meta- and pathway analyses indicated that biological responses were generally consistent for 18 h and 3 week FFPE samples compared with FRO samples. However, clear erosion of signal intensity with time in formalin was evident, and DEG numbers differed by platform and preservation method. Lastly, we investigated the effect of time in paraffin on genomic profiles. Ribo-depletion RNA-seq analysis of 8-, 19-, and 26-year-old control blocks resulted in comparable quality metrics, including expected distributions of mapped reads to exonic, untranslated region, intronic, and ribosomal fractions of the transcriptome. Overall, our results indicate that FFPE samples are appropriate for use in genomic studies in which frozen samples are not available, and that ribo-depletion RNA-seq is the preferred method for this type of analysis in archival and long-aged FFPE samples. |
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However, use of FFPE samples in genomic studies has been limited by technical challenges resulting from nucleic acid degradation. Here we evaluated gene expression profiles derived from fresh-frozen (FRO) and FFPE mouse liver tissues preserved in formalin for different amounts of time using 2 DNA microarray protocols and 2 whole-transcriptome sequencing (RNA-seq) library preparation methodologies. The ribo-depletion protocol outperformed the other methods by having the highest correlations of differentially expressed genes (DEGs), and best overlap of pathways, between FRO and FFPE groups. The effect of sample time in formalin (18 h or 3 weeks) on gene expression profiles indicated that test article treatment, not preservation method, was the main driver of gene expression profiles. Meta- and pathway analyses indicated that biological responses were generally consistent for 18 h and 3 week FFPE samples compared with FRO samples. However, clear erosion of signal intensity with time in formalin was evident, and DEG numbers differed by platform and preservation method. Lastly, we investigated the effect of time in paraffin on genomic profiles. Ribo-depletion RNA-seq analysis of 8-, 19-, and 26-year-old control blocks resulted in comparable quality metrics, including expected distributions of mapped reads to exonic, untranslated region, intronic, and ribosomal fractions of the transcriptome. Overall, our results indicate that FFPE samples are appropriate for use in genomic studies in which frozen samples are not available, and that ribo-depletion RNA-seq is the preferred method for this type of analysis in archival and long-aged FFPE samples.</description><identifier>ISSN: 1096-6080</identifier><identifier>EISSN: 1096-0929</identifier><identifier>DOI: 10.1093/toxsci/kfv195</identifier><identifier>PMID: 26361796</identifier><language>eng</language><publisher>United States: Oxford University Press</publisher><subject>Animals ; Computational Biology ; Databases, Genetic ; Female ; Fixatives ; Formaldehyde ; Frozen Sections ; Furans - toxicity ; Gene Expression Profiling - methods ; Gene Expression Regulation - drug effects ; Gene Expressional Analysis in Archival Tissue ; Gene Regulatory Networks ; Liver - drug effects ; Liver - metabolism ; Mice ; Oligonucleotide Array Sequence Analysis ; Paraffin Embedding ; Rats ; Reproducibility of Results ; RNA Stability ; RNA, Messenger - genetics ; Sequence Analysis, DNA ; Sequence Analysis, RNA ; Time Factors ; Tissue Fixation - methods</subject><ispartof>Toxicological sciences, 2015-12, Vol.148 (2), p.460-472</ispartof><rights>The Author 2015. 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However, use of FFPE samples in genomic studies has been limited by technical challenges resulting from nucleic acid degradation. Here we evaluated gene expression profiles derived from fresh-frozen (FRO) and FFPE mouse liver tissues preserved in formalin for different amounts of time using 2 DNA microarray protocols and 2 whole-transcriptome sequencing (RNA-seq) library preparation methodologies. The ribo-depletion protocol outperformed the other methods by having the highest correlations of differentially expressed genes (DEGs), and best overlap of pathways, between FRO and FFPE groups. The effect of sample time in formalin (18 h or 3 weeks) on gene expression profiles indicated that test article treatment, not preservation method, was the main driver of gene expression profiles. Meta- and pathway analyses indicated that biological responses were generally consistent for 18 h and 3 week FFPE samples compared with FRO samples. However, clear erosion of signal intensity with time in formalin was evident, and DEG numbers differed by platform and preservation method. Lastly, we investigated the effect of time in paraffin on genomic profiles. Ribo-depletion RNA-seq analysis of 8-, 19-, and 26-year-old control blocks resulted in comparable quality metrics, including expected distributions of mapped reads to exonic, untranslated region, intronic, and ribosomal fractions of the transcriptome. Overall, our results indicate that FFPE samples are appropriate for use in genomic studies in which frozen samples are not available, and that ribo-depletion RNA-seq is the preferred method for this type of analysis in archival and long-aged FFPE samples.</description><subject>Animals</subject><subject>Computational Biology</subject><subject>Databases, Genetic</subject><subject>Female</subject><subject>Fixatives</subject><subject>Formaldehyde</subject><subject>Frozen Sections</subject><subject>Furans - toxicity</subject><subject>Gene Expression Profiling - methods</subject><subject>Gene Expression Regulation - drug effects</subject><subject>Gene Expressional Analysis in Archival Tissue</subject><subject>Gene Regulatory Networks</subject><subject>Liver - drug effects</subject><subject>Liver - metabolism</subject><subject>Mice</subject><subject>Oligonucleotide Array Sequence Analysis</subject><subject>Paraffin Embedding</subject><subject>Rats</subject><subject>Reproducibility of Results</subject><subject>RNA Stability</subject><subject>RNA, Messenger - genetics</subject><subject>Sequence Analysis, DNA</subject><subject>Sequence Analysis, RNA</subject><subject>Time Factors</subject><subject>Tissue Fixation - methods</subject><issn>1096-6080</issn><issn>1096-0929</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpVUcFOAjEQbYxGED16Nf2BlXa7W6gHkw1Z0AQjBzw33W0L1d2WtAuBk7_ukkWipzfzZt6bZB4A9xg9YsTIsHH7UJrhl95hll6AfkvSCLGYXZ5qisaoB25C-EQIY4rYNejFlFA8YrQPvt-MNXYFm7WCmS_XZqfCE8zgxLsQokUlGu18DTMrqkMwAToNZ8oqmO83XoVgnIUL77SpVIDGnixEBaetSlTGRlOzVxIuhBdat21eF0rKllmaELYq3IIrLaqg7k44AB_TfDl5iebvs9dJNo_KJCVNhBVpsaBal7iUEjM6itmYSUFlzGhLEpZQxiiWRazjRGjCaIpJgrWIhR4RMgDPne9mW9RKlso2XlR8400t_IE7Yfj_iTVrvnI7ntCUpeRoEHUG5fEzXumzFiN-TIJ3SfAuiXb_4e_B8_bv68kP0pCJzQ</recordid><startdate>20151201</startdate><enddate>20151201</enddate><creator>Webster, A Francina</creator><creator>Zumbo, Paul</creator><creator>Fostel, Jennifer</creator><creator>Gandara, Jorge</creator><creator>Hester, Susan D</creator><creator>Recio, Leslie</creator><creator>Williams, Andrew</creator><creator>Wood, Charles E</creator><creator>Yauk, Carole L</creator><creator>Mason, Christopher E</creator><general>Oxford University Press</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>5PM</scope></search><sort><creationdate>20151201</creationdate><title>Mining the Archives: A Cross-Platform Analysis of Gene Expression Profiles in Archival Formalin-Fixed Paraffin-Embedded Tissues</title><author>Webster, A Francina ; 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However, use of FFPE samples in genomic studies has been limited by technical challenges resulting from nucleic acid degradation. Here we evaluated gene expression profiles derived from fresh-frozen (FRO) and FFPE mouse liver tissues preserved in formalin for different amounts of time using 2 DNA microarray protocols and 2 whole-transcriptome sequencing (RNA-seq) library preparation methodologies. The ribo-depletion protocol outperformed the other methods by having the highest correlations of differentially expressed genes (DEGs), and best overlap of pathways, between FRO and FFPE groups. The effect of sample time in formalin (18 h or 3 weeks) on gene expression profiles indicated that test article treatment, not preservation method, was the main driver of gene expression profiles. Meta- and pathway analyses indicated that biological responses were generally consistent for 18 h and 3 week FFPE samples compared with FRO samples. 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subjects | Animals Computational Biology Databases, Genetic Female Fixatives Formaldehyde Frozen Sections Furans - toxicity Gene Expression Profiling - methods Gene Expression Regulation - drug effects Gene Expressional Analysis in Archival Tissue Gene Regulatory Networks Liver - drug effects Liver - metabolism Mice Oligonucleotide Array Sequence Analysis Paraffin Embedding Rats Reproducibility of Results RNA Stability RNA, Messenger - genetics Sequence Analysis, DNA Sequence Analysis, RNA Time Factors Tissue Fixation - methods |
title | Mining the Archives: A Cross-Platform Analysis of Gene Expression Profiles in Archival Formalin-Fixed Paraffin-Embedded Tissues |
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