Literature DB >> 23136189

Expression profiling of archival tumors for long-term health studies.

Levi Waldron1, Shuji Ogino, Yujin Hoshida, Kaori Shima, Amy E McCart Reed, Peter T Simpson, Yoshifumi Baba, Katsuhiko Nosho, Nicola Segata, Ana Cristina Vargas, Margaret C Cummings, Sunil R Lakhani, Gregory J Kirkner, Edward Giovannucci, John Quackenbush, Todd R Golub, Charles S Fuchs, Giovanni Parmigiani, Curtis Huttenhower.   

Abstract

PURPOSE: More than 20 million archival tissue samples are stored annually in the United States as formalin-fixed, paraffin-embedded (FFPE) blocks, but RNA degradation during fixation and storage has prevented their use for transcriptional profiling. New and highly sensitive assays for whole-transcriptome microarray analysis of FFPE tissues are now available, but resulting data include noise and variability for which previous expression array methods are inadequate. EXPERIMENTAL
DESIGN: We present the two largest whole-genome expression studies from FFPE tissues to date, comprising 1,003 colorectal cancer (CRC) and 168 breast cancer samples, combined with a meta-analysis of 14 new and published FFPE microarray datasets. We develop and validate quality control (QC) methods through technical replication, independent samples, comparison to results from fresh-frozen tissue, and recovery of expected associations between gene expression and protein abundance.
RESULTS: Archival tissues from large, multicenter studies showed a much wider range of transcriptional data quality relative to smaller or frozen tissue studies and required stringent QC for subsequent analysis. We developed novel methods for such QC of archival tissue expression profiles based on sample dynamic range and per-study median profile. This enabled validated identification of gene signatures of microsatellite instability and additional features of CRC, and improved recovery of associations between gene expression and protein abundance of MLH1, FASN, CDX2, MGMT, and SIRT1 in CRC tumors.
CONCLUSIONS: These methods for large-scale QC of FFPE expression profiles enable study of the cancer transcriptome in relation to extensive clinicopathological information, tumor molecular biomarkers, and long-term lifestyle and outcome data. ©2012 AACR.

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Year:  2012        PMID: 23136189      PMCID: PMC3500412          DOI: 10.1158/1078-0432.CCR-12-1915

Source DB:  PubMed          Journal:  Clin Cancer Res        ISSN: 1078-0432            Impact factor:   12.531


  34 in total

1.  Missing value estimation methods for DNA microarrays.

Authors:  O Troyanskaya; M Cantor; G Sherlock; P Brown; T Hastie; R Tibshirani; D Botstein; R B Altman
Journal:  Bioinformatics       Date:  2001-06       Impact factor: 6.937

2.  Multiple-laboratory comparison of microarray platforms.

Authors:  Rafael A Irizarry; Daniel Warren; Forrest Spencer; Irene F Kim; Shyam Biswal; Bryan C Frank; Edward Gabrielson; Joe G N Garcia; Joel Geoghegan; Gregory Germino; Constance Griffin; Sara C Hilmer; Eric Hoffman; Anne E Jedlicka; Ernest Kawasaki; Francisco Martínez-Murillo; Laura Morsberger; Hannah Lee; David Petersen; John Quackenbush; Alan Scott; Michael Wilson; Yanqin Yang; Shui Qing Ye; Wayne Yu
Journal:  Nat Methods       Date:  2005-04-21       Impact factor: 28.547

3.  Successful application of microarray technology to microdissected formalin-fixed, paraffin-embedded tissue.

Authors:  Renata A Coudry; Sibele I Meireles; Radka Stoyanova; Harry S Cooper; Alan Carpino; Xianqun Wang; Paul F Engstrom; Margie L Clapper
Journal:  J Mol Diagn       Date:  2007-02       Impact factor: 5.568

4.  lumi: a pipeline for processing Illumina microarray.

Authors:  Pan Du; Warren A Kibbe; Simon M Lin
Journal:  Bioinformatics       Date:  2008-05-08       Impact factor: 6.937

Review 5.  Cancer immunology--analysis of host and tumor factors for personalized medicine.

Authors:  Shuji Ogino; Jérôme Galon; Charles S Fuchs; Glenn Dranoff
Journal:  Nat Rev Clin Oncol       Date:  2011-08-09       Impact factor: 66.675

Review 6.  The Nurses' Health Study: lifestyle and health among women.

Authors:  Graham A Colditz; Susan E Hankinson
Journal:  Nat Rev Cancer       Date:  2005-05       Impact factor: 60.716

7.  Alcohol, low-methionine--low-folate diets, and risk of colon cancer in men.

Authors:  E Giovannucci; E B Rimm; A Ascherio; M J Stampfer; G A Colditz; W C Willett
Journal:  J Natl Cancer Inst       Date:  1995-02-15       Impact factor: 13.506

8.  Different gene expression profiles between microsatellite instability-high and microsatellite stable colorectal carcinomas.

Authors:  Hyunki Kim; Suk Woo Nam; Hwanseok Rhee; Long Shan Li; Hyun Ju Kang; Kwi Hye Koh; Nam Kyu Kim; Jaehwi Song; Edison Tak-Bun Liu; Hoguen Kim
Journal:  Oncogene       Date:  2004-08-19       Impact factor: 9.867

9.  DACT3 is an epigenetic regulator of Wnt/beta-catenin signaling in colorectal cancer and is a therapeutic target of histone modifications.

Authors:  Xia Jiang; Jing Tan; Jingsong Li; Saul Kivimäe; Xiaojing Yang; Li Zhuang; Puay Leng Lee; Mark T W Chan; Lawrence W Stanton; Edison T Liu; Benjamin N R Cheyette; Qiang Yu
Journal:  Cancer Cell       Date:  2008-06       Impact factor: 31.743

10.  Multivitamin use, folate, and colon cancer in women in the Nurses' Health Study.

Authors:  E Giovannucci; M J Stampfer; G A Colditz; D J Hunter; C Fuchs; B A Rosner; F E Speizer; W C Willett
Journal:  Ann Intern Med       Date:  1998-10-01       Impact factor: 25.391

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  17 in total

1.  Comparing Platforms for Messenger RNA Expression Profiling of Archival Formalin-Fixed, Paraffin-Embedded Tissues.

Authors:  Svitlana Tyekucheva; Neil E Martin; Edward C Stack; Wei Wei; Vinod Vathipadiekal; Levi Waldron; Michelangelo Fiorentino; Rosina T Lis; Meir J Stampfer; Massimo Loda; Giovanni Parmigiani; Lorelei A Mucci; Michael Birrer
Journal:  J Mol Diagn       Date:  2015-04-30       Impact factor: 5.568

2.  Regional Heterogeneity in Gene Expression, Regulation, and Coherence in the Frontal Cortex and Hippocampus across Development and Schizophrenia.

Authors:  Leonardo Collado-Torres; Emily E Burke; Amy Peterson; JooHeon Shin; Richard E Straub; Anandita Rajpurohit; Stephen A Semick; William S Ulrich; Amanda J Price; Cristian Valencia; Ran Tao; Amy Deep-Soboslay; Thomas M Hyde; Joel E Kleinman; Daniel R Weinberger; Andrew E Jaffe
Journal:  Neuron       Date:  2019-06-04       Impact factor: 17.173

Review 3.  Discovery of colorectal cancer PIK3CA mutation as potential predictive biomarker: power and promise of molecular pathological epidemiology.

Authors:  S Ogino; P Lochhead; E Giovannucci; J A Meyerhardt; C S Fuchs; A T Chan
Journal:  Oncogene       Date:  2013-06-24       Impact factor: 9.867

Review 4.  Progress and opportunities in molecular pathological epidemiology of colorectal premalignant lesions.

Authors:  Paul Lochhead; Andrew T Chan; Edward Giovannucci; Charles S Fuchs; Kana Wu; Reiko Nishihara; Michael O'Brien; Shuji Ogino
Journal:  Am J Gastroenterol       Date:  2014-06-17       Impact factor: 10.864

5.  Prognostic stromal gene signatures in breast cancer.

Authors:  Sofia Winslow; Karin Leandersson; Anders Edsjö; Christer Larsson
Journal:  Breast Cancer Res       Date:  2015-02-21       Impact factor: 6.466

6.  Use of formalin-fixed paraffin-embedded samples for gene expression studies in breast cancer patients.

Authors:  Valeria Musella; Maurizio Callari; Eleonora Di Buduo; Manuela Scuro; Matteo Dugo; Patrizia Miodini; Giampaolo Bianchini; Biagio Paolini; Luca Gianni; Maria Grazia Daidone; Vera Cappelletti
Journal:  PLoS One       Date:  2015-04-06       Impact factor: 3.240

Review 7.  Molecular pathological epidemiology of epigenetics: emerging integrative science to analyze environment, host, and disease.

Authors:  Shuji Ogino; Paul Lochhead; Andrew T Chan; Reiko Nishihara; Eunyoung Cho; Brian M Wolpin; Jeffrey A Meyerhardt; Alexander Meissner; Eva S Schernhammer; Charles S Fuchs; Edward Giovannucci
Journal:  Mod Pathol       Date:  2013-01-11       Impact factor: 7.842

8.  Feasibility of RNA and DNA extraction from fresh pipelle and archival endometrial tissues for use in gene expression and SNP arrays.

Authors:  Heather D Kissel; Thomas G Paulson; Karen Liu; Xiaohong Li; Elizabeth Swisher; Rochelle Garcia; Carissa A Sanchez; Brian J Reid; Susan D Reed; Jennifer Anne Doherty
Journal:  Obstet Gynecol Int       Date:  2013-10-26

9.  Transcriptome profiling of archived sectioned formalin-fixed paraffin-embedded (AS-FFPE) tissue for disease classification.

Authors:  Kensuke Kojima; Craig April; Claudia Canasto-Chibuque; Xintong Chen; Manjeet Deshmukh; Anu Venkatesh; Poh Seng Tan; Masahiro Kobayashi; Hiromitsu Kumada; Jian-Bing Fan; Yujin Hoshida
Journal:  PLoS One       Date:  2014-01-30       Impact factor: 3.240

10.  Gene expression, single nucleotide variant and fusion transcript discovery in archival material from breast tumors.

Authors:  Nadine Norton; Zhifu Sun; Yan W Asmann; Daniel J Serie; Brian M Necela; Aditya Bhagwate; Jin Jen; Bruce W Eckloff; Krishna R Kalari; Kevin J Thompson; Jennifer M Carr; Jennifer M Kachergus; Xochiquetzal J Geiger; Edith A Perez; E Aubrey Thompson
Journal:  PLoS One       Date:  2013-11-22       Impact factor: 3.240

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