Quantitative expression profiling in formalin-fixed paraffin-embedded samples by affymetrix microarrays.

To date, few studies have systematically characterized microarray gene expression signal performance with degraded RNA from fixed (FFPE) in comparison with intact RNA from unfixed fresh-frozen (FF) specimens. RNA was extracted and isolated from paired tumor and normal samples from both FFPE and FF kidney, lung, and colon tissue specimens and microarray signal dynamics on both the raw probe and probeset level were evaluated. A contrast metric was developed to directly compare microarray signal derived from RNA extracted from matched FFPE and FF specimens. Gene-level summaries were then compared to determine the degree of overlap in expression profiles. RNA extracted from FFPE material was more degraded and fragmented than FF, resulting in a reduced dynamic range of expression signal. In addition, probe performance was not affected uniformly and declined sharply toward 5' end of genes. The most significant differences in FFPE versus FF signal were consistent across three tissue types and enriched with ribosomal genes. Our results show that archived FFPE samples can be used to profile for expression signatures and assess differential expression similar to unfixed tissue sources. This study provides guidelines for application of these methods in the discovery, validation, and clinical application of microarray expression profiling with FFPE material.

[1]  J. Locker,et al.  Purification and analysis of RNA from paraffin-embedded tissues. , 1988, BioTechniques.

[2]  C. Sweet,et al.  Use of proteinase K for RT-PCR of cytokine mRNA in formalin fixed tissue , 1996, Clinical molecular pathology.

[3]  Ross Ihaka,et al.  Gentleman R: R: A language for data analysis and graphics , 1996 .

[4]  J. Taubenberger,et al.  Optimization of the Isolation and Amplification of RNA From Formalin-fixed, Paraffin-embedded Tissue: The Armed Forces Institute of Pathology Experience and Literature Review. , 1997, Molecular diagnosis : a journal devoted to the understanding of human disease through the clinical application of molecular biology.

[5]  S. Bonin,et al.  RNA extraction from formalin-fixed and paraffin-embedded tissues. , 1998, Methods in molecular biology.

[6]  T. Seyama,et al.  RNA From Decades‐Old Archival Tissue Blocks for Retrospective Studies , 1998, Diagnostic molecular pathology : the American journal of surgical pathology, part B.

[7]  M. Monden,et al.  Analysis of chemical modification of RNA from formalin-fixed samples and optimization of molecular biology applications for such samples. , 1999, Nucleic acids research.

[8]  Yudong D. He,et al.  A Gene-Expression Signature as a Predictor of Survival in Breast Cancer , 2002 .

[9]  Brad T. Sherman,et al.  DAVID: Database for Annotation, Visualization, and Integrated Discovery , 2003, Genome Biology.

[10]  M. Cronin,et al.  A multigene assay to predict recurrence of tamoxifen-treated, node-negative breast cancer. , 2004, The New England journal of medicine.

[11]  T. Ishikawa,et al.  Effect of formalin on extraction of mRNA from a formalin‐fixed sample: a basic investigation , 2004, Scandinavian journal of clinical and laboratory investigation.

[12]  Ash A. Alizadeh,et al.  Prediction of survival in diffuse large-B-cell lymphoma based on the expression of six genes. , 2004, The New England journal of medicine.

[13]  Thomas Ragg,et al.  The RIN: an RNA integrity number for assigning integrity values to RNA measurements , 2006, BMC Molecular Biology.

[14]  Adam Kowalczyk,et al.  An expression-based site of origin diagnostic method designed for clinical application to cancer of unknown origin. , 2005, Cancer research.

[15]  Gordon K. Smyth,et al.  limma: Linear Models for Microarray Data , 2005 .

[16]  Albert Zlotnik,et al.  Effects of RNA degradation on gene expression analysis of human postmortem tissues , 2005, FASEB journal : official publication of the Federation of American Societies for Experimental Biology.

[17]  Roman Rouzier,et al.  Gene expression profiles in paraffin-embedded core biopsy tissue predict response to chemotherapy in women with locally advanced breast cancer. , 2004, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[18]  R. Boyce,et al.  Preliminary Comparison of Quantity, Quality, and Microarray Performance of RNA Extracted From Formalin-fixed, Paraffin-embedded, and Unfixed Frozen Tissue Samples , 2006, The journal of histochemistry and cytochemistry : official journal of the Histochemistry Society.

[19]  Beate Sick,et al.  Quality assessment of Affymetrix GeneChip data. , 2006, Omics : a journal of integrative biology.

[20]  L. Bubendorf,et al.  Extraction of high‐integrity RNA suitable for microarray gene expression analysis from long‐term stored human thyroid tissues , 2006, Pathology.

[21]  S. Hewitt,et al.  Optimization of Recovery of RNA From Formalin-fixed, Paraffin-embedded Tissue , 2006, Diagnostic molecular pathology : the American journal of surgical pathology, part B.

[22]  J. Eliason,et al.  Transcriptional profiling of degraded RNA in cryopreserved and fixed tissue samples obtained at autopsy , 2006, BMC clinical pathology.

[23]  C. Haglund,et al.  Genome‐controlled reverse transcriptase‐polymerase chain reaction for targeted gene‐expression analysis , 2006, Scandinavian journal of clinical and laboratory investigation.

[24]  M. Cronin,et al.  Biomarker discovery for colon cancer using a 761 gene RT-PCR assay , 2007, BMC Genomics.

[25]  Lakshmi V. Madabusi,et al.  RNA extraction for arrays. , 2006, Methods in enzymology.

[26]  M. Prystowsky,et al.  Molecular restoration of archived transcriptional profiles by complementary-template reverse-transcription (CT-RT) , 2007, Nucleic acids research.

[27]  S. Glenn,et al.  Expression profiling of archival renal tumors by quantitative PCR to validate prognostic markers. , 2007, BioTechniques.

[28]  R. Stoyanova,et al.  Successful application of microarray technology to microdissected formalin-fixed, paraffin-embedded tissue. , 2007, The Journal of molecular diagnostics : JMD.

[29]  Silke von Ahlfen,et al.  Determinants of RNA Quality from FFPE Samples , 2007, PloS one.

[30]  Fahd Al-Mulla,et al.  Utilization of microarray platforms in clinical practice: an insight on the preparation and amplification of nucleic acids from frozen and fixed tissues. , 2007, Methods in molecular biology.

[31]  D. Metzler,et al.  Global gene expression profiling of formalin-fixed paraffin-embedded tumor samples: a comparison to snap-frozen material using oligonucleotide microarrays , 2007, Virchows Archiv.

[32]  Stefanie S Jeffrey,et al.  Bmc Molecular Biology Rna Extraction from Ten Year Old Formalin-fixed Paraffin-embedded Breast Cancer Samples: a Comparison of Column Purification and Magnetic Bead-based Technologies , 2022 .

[33]  Rolf Jaggi,et al.  Expression profiling with RNA from formalin-fixed, paraffin-embedded material , 2008, BMC Medical Genomics.

[34]  P. Bechi,et al.  Real-time PCR Analysis of RNA Extracted From Formalin-fixed and Paraffin-embeded Tissues: Effects of the Fixation on Outcome Reliability , 2007, Applied immunohistochemistry & molecular morphology : AIMM.

[35]  C. Perou,et al.  RNA expression analysis of formalin-fixed paraffin-embedded tumors , 2007, Laboratory Investigation.

[36]  P. Mazière,et al.  Impact of RNA degradation on gene expression profiles: assessment of different methods to reliably determine RNA quality. , 2007, Journal of biotechnology.

[37]  Michael Worobey,et al.  The Isolation of Nucleic Acids from Fixed, Paraffin-Embedded Tissues–Which Methods Are Useful When? , 2007, PloS one.

[38]  J. Pollack,et al.  Interlaboratory performance of a microarray-based gene expression test to determine tissue of origin in poorly differentiated and undifferentiated cancers. , 2008, The Journal of molecular diagnostics : JMD.

[39]  C. Robson,et al.  Application of transcript profiling in formalin‐fixed paraffin‐embedded diagnostic prostate cancer needle biopsies , 2008, BJU international.

[40]  A. Freemont,et al.  Acquisition of biologically relevant gene expression data by Affymetrix microarray analysis of archival formalin-fixed paraffin-embedded tumours , 2008, British Journal of Cancer.

[41]  D. Cimino,et al.  Quantitative expression profiling of highly degraded RNA from formalin-fixed, paraffin-embedded breast tumor biopsies by oligonucleotide microarrays , 2008, Laboratory Investigation.

[42]  C. V. van Noesel,et al.  Effects of Processing Delay, Formalin Fixation, and Immunohistochemistry on RNA Recovery From Formalin-fixed Paraffin-embedded Tissue Sections , 2008, Diagnostic molecular pathology : the American journal of surgical pathology, part B.

[43]  O. Sheils,et al.  Improved RNA quality and TaqMan® Pre-amplification method (PreAmp) to enhance expression analysis from formalin fixed paraffin embedded (FFPE) materials , 2008, BMC biotechnology.

[44]  Brian Leyland-Jones,et al.  Optimization of RNA extraction from FFPE tissues for expression profiling in the DASL assay. , 2008, BioTechniques.

[45]  Markus Blatter,et al.  RNA recognition motifs: boring? Not quite. , 2008, Current opinion in structural biology.

[46]  J. Wang-Rodriguez,et al.  Quantitative expression profiling of RNA from formalin-fixed, paraffin-embedded tissues using randomly assembled bead arrays. , 2008, Methods in molecular biology.

[47]  Marcin Skrzypski,et al.  A Multigene Assay Is Prognostic of Survival in Patients with Early-Stage Lung Adenocarcinoma , 2008, Clinical Cancer Research.

[48]  T. Werner,et al.  Transcriptome analyses of benign and malignant prostate epithelial cells in formalin-fixed paraffin-embedded whole-mounted radical prostatectomy specimens , 2008, Prostate Cancer and Prostatic Diseases.

[49]  Kenji Ikeda,et al.  Gene expression in fixed tissues and outcome in hepatocellular carcinoma. , 2008, The New England journal of medicine.

[50]  S. Libutti,et al.  Factors in Tissue Handling and Processing That Impact RNA Obtained From Formalin-fixed, Paraffin-embedded Tissue , 2008, The journal of histochemistry and cytochemistry : official journal of the Histochemistry Society.

[51]  R. Tibshirani,et al.  Paraffin-based 6-gene model predicts outcome in diffuse large B-cell lymphoma patients treated with R-CHOP. , 2007, Blood.

[52]  N. Gretz,et al.  A cut-off based approach for gene expression analysis of formalin-fixed and paraffin-embedded tissue samples. , 2008, Genomics.

[53]  Richard D. Kennedy,et al.  RNA expression analysis from formalin fixed paraffin embedded tissues , 2008, Histochemistry and Cell Biology.

[54]  J. Stachura,et al.  Optimization of the method of RNA isolation from paraffin blocks to assess gene expression in breast cancer. , 2008, Polish journal of pathology : official journal of the Polish Society of Pathologists.

[55]  Crispin J. Miller,et al.  Methods comparison for high-resolution transcriptional analysis of archival material on Affymetrix Plus 2.0 and Exon 1.0 microarrays. , 2009, BioTechniques.