Skip to main content
Top
Published in: Respiratory Research 1/2017

Open Access 01-12-2017 | Research

Whole Transcriptome Analysis of Pre-invasive and Invasive Early Squamous Lung Carcinoma in Archival Laser Microdissected Samples

Authors: Andre Koper, Leo A. H. Zeef, Leena Joseph, Keith Kerr, John Gosney, Mark A. Lindsay, Richard Booton

Published in: Respiratory Research | Issue 1/2017

Login to get access

Abstract

Background

Preinvasive squamous cell cancer (PSCC) are local transformations of bronchial epithelia that are frequently observed in current or former smokers. Their different grades and sizes suggest a continuum of dysplastic change with increasing severity, which may culminate in invasive squamous cell carcinoma (ISCC). As a consequence of the difficulty in isolating cancerous cells from biopsies, the molecular pathology that underlies their histological variability remains largely unknown.

Method

To address this issue, we have employed microdissection to isolate normal bronchial epithelia and cancerous cells from low- and high-grade PSCC and ISCC, from paraffin embedded (FFPE) biopsies and determined gene expression using Affymetric Human Exon 1.0 ST arrays. Tests for differential gene expression were performed using the Bioconductor package limma followed by functional analyses of differentially expressed genes in IPA.

Results

Examination of differential gene expression showed small differences between low- and high-grade PSCC but substantial changes between PSCC and ISCC samples (184 vs 1200 p-value <0.05, fc ±1.75). However, the majority of the differentially expressed PSCC genes (142 genes: 77%) were shared with those in ISCC samples. Pathway analysis showed that these shared genes are associated with DNA damage response, DNA/RNA metabolism and inflammation as major biological themes. Cluster analysis identified 12 distinct patterns of gene expression including progressive up or down-regulation across PSCC and ISCC. Pathway analysis of incrementally up-regulated genes revealed again significant enrichment of terms related to DNA damage response, DNA/RNA metabolism, inflammation, survival and proliferation. Altered expression of selected genes was confirmed using RT-PCR, as well as immunohistochemistry in an independent set of 45 ISCCs.

Conclusions

Gene expression profiles in PSCC and ISCC differ greatly in terms of numbers of genes with altered transcriptional activity. However, altered gene expression in PSCC affects canonical pathways and cellular and biological processes, such as inflammation and DNA damage response, which are highly consistent with hallmarks of cancer.
Appendix
Available only for authorised users
Literature
1.
go back to reference Dela Cruz CS, Tanoue LT, Matthay RA. Lung cancer: epidemiology, etiology, and prevention. Clin Chest Med. 2011;32(4):605–44. Pubmed Central PMCID: 3864624.CrossRefPubMed Dela Cruz CS, Tanoue LT, Matthay RA. Lung cancer: epidemiology, etiology, and prevention. Clin Chest Med. 2011;32(4):605–44. Pubmed Central PMCID: 3864624.CrossRefPubMed
2.
go back to reference National Lung Screening Trial Research T, Aberle DR, Adams AM, Berg CD, Black WC, Clapp JD, et al. Reduced lung-cancer mortality with low-dose computed tomographic screening. N Engl J Med. 2011;365(5):395–409.CrossRef National Lung Screening Trial Research T, Aberle DR, Adams AM, Berg CD, Black WC, Clapp JD, et al. Reduced lung-cancer mortality with low-dose computed tomographic screening. N Engl J Med. 2011;365(5):395–409.CrossRef
3.
go back to reference William D. Travis MD, Cancer TIAfRo, Pathology IAo. Pathology & Genetics: Tumours of the Lung, Pleura, Thymus, and Heart: IARC Press, World Health Organisation; 2004. ISBN 9789283224181. William D. Travis MD, Cancer TIAfRo, Pathology IAo. Pathology & Genetics: Tumours of the Lung, Pleura, Thymus, and Heart: IARC Press, World Health Organisation; 2004. ISBN 9789283224181.
4.
5.
go back to reference Klebe S, Henderson DW. Facts and fiction: premalignant lesions of lung tissues. Pathology. 2013;45(3):305–15.CrossRefPubMed Klebe S, Henderson DW. Facts and fiction: premalignant lesions of lung tissues. Pathology. 2013;45(3):305–15.CrossRefPubMed
8.
go back to reference Nicholson AG, Perry LJ, Cury PM, Jackson P, McCormick CM, Corrin B, et al. Reproducibility of the WHO/IASLC grading system for pre-invasive squamous lesions of the bronchus: a study of inter-observer and intra-observer variation. Histopathology. 2001;38(3):202–8.CrossRefPubMed Nicholson AG, Perry LJ, Cury PM, Jackson P, McCormick CM, Corrin B, et al. Reproducibility of the WHO/IASLC grading system for pre-invasive squamous lesions of the bronchus: a study of inter-observer and intra-observer variation. Histopathology. 2001;38(3):202–8.CrossRefPubMed
9.
go back to reference Breuer RH, Pasic A, Smit EF, van Vliet E, Vonk Noordegraaf A, Risse EJ, et al. The natural course of preneoplastic lesions in bronchial epithelium. Clin Cancer Res. 2005;11(2 Pt 1):537–43. Epub 2005/02/11. eng.PubMed Breuer RH, Pasic A, Smit EF, van Vliet E, Vonk Noordegraaf A, Risse EJ, et al. The natural course of preneoplastic lesions in bronchial epithelium. Clin Cancer Res. 2005;11(2 Pt 1):537–43. Epub 2005/02/11. eng.PubMed
10.
go back to reference Thiberville L, Payne P, Vielkinds J, LeRiche J, Horsman D, Nouvet G, et al. Evidence of cumulative gene losses with progression of premalignant epithelial lesions to carcinoma of the bronchus. Cancer Res. 1995;55(22):5133–9.PubMed Thiberville L, Payne P, Vielkinds J, LeRiche J, Horsman D, Nouvet G, et al. Evidence of cumulative gene losses with progression of premalignant epithelial lesions to carcinoma of the bronchus. Cancer Res. 1995;55(22):5133–9.PubMed
11.
go back to reference Wistuba II, Behrens C, Milchgrub S, Bryant D, Hung J, Minna JD, et al. Sequential molecular abnormalities are involved in the multistage development of squamous cell lung carcinoma. Oncogene. 1999;18(3):643–50.CrossRefPubMed Wistuba II, Behrens C, Milchgrub S, Bryant D, Hung J, Minna JD, et al. Sequential molecular abnormalities are involved in the multistage development of squamous cell lung carcinoma. Oncogene. 1999;18(3):643–50.CrossRefPubMed
12.
go back to reference van Boerdonk RA, Sutedja TG, Snijders PJ, Reinen E, Wilting SM, van de Wiel MA, et al. DNA copy number alterations in endobronchial squamous metaplastic lesions predict lung cancer. Am J Respir Crit Care Med. 2011;184(8):948–56.CrossRefPubMed van Boerdonk RA, Sutedja TG, Snijders PJ, Reinen E, Wilting SM, van de Wiel MA, et al. DNA copy number alterations in endobronchial squamous metaplastic lesions predict lung cancer. Am J Respir Crit Care Med. 2011;184(8):948–56.CrossRefPubMed
13.
go back to reference McCaughan F, Pole JC, Bankier AT, Konfortov BA, Carroll B, Falzon M, et al. Progressive 3q amplification consistently targets SOX2 in preinvasive squamous lung cancer. Am J Respir Crit Care Med. 2010;182(1):83–91. Pubmed Central PMCID: 2902760.CrossRefPubMedPubMedCentral McCaughan F, Pole JC, Bankier AT, Konfortov BA, Carroll B, Falzon M, et al. Progressive 3q amplification consistently targets SOX2 in preinvasive squamous lung cancer. Am J Respir Crit Care Med. 2010;182(1):83–91. Pubmed Central PMCID: 2902760.CrossRefPubMedPubMedCentral
14.
go back to reference Bass AJ, Watanabe H, Mermel CH, Yu S, Perner S, Verhaak RG, et al. SOX2 is an amplified lineage-survival oncogene in lung and esophageal squamous cell carcinomas. Nature Genet. 2009;41(11):1238–42. Pubmed Central PMCID: 2783775.CrossRefPubMedPubMedCentral Bass AJ, Watanabe H, Mermel CH, Yu S, Perner S, Verhaak RG, et al. SOX2 is an amplified lineage-survival oncogene in lung and esophageal squamous cell carcinomas. Nature Genet. 2009;41(11):1238–42. Pubmed Central PMCID: 2783775.CrossRefPubMedPubMedCentral
15.
go back to reference Farragher SM, Tanney A, Kennedy RD, Paul Harkin D. RNA expression analysis from formalin fixed paraffin embedded tissues. Histochem Cell Biol. 2008;130(3):435–45.CrossRefPubMed Farragher SM, Tanney A, Kennedy RD, Paul Harkin D. RNA expression analysis from formalin fixed paraffin embedded tissues. Histochem Cell Biol. 2008;130(3):435–45.CrossRefPubMed
16.
go back to reference Hall JS, Leong HS, Armenoult LS, Newton GE, Valentine HR, Irlam JJ, et al. Exon-array profiling unlocks clinically and biologically relevant gene signatures from formalin-fixed paraffin-embedded tumour samples. Br J Cancer. 2011;104(6):971–81. Pubmed Central PMCID: 3065290.CrossRefPubMedPubMedCentral Hall JS, Leong HS, Armenoult LS, Newton GE, Valentine HR, Irlam JJ, et al. Exon-array profiling unlocks clinically and biologically relevant gene signatures from formalin-fixed paraffin-embedded tumour samples. Br J Cancer. 2011;104(6):971–81. Pubmed Central PMCID: 3065290.CrossRefPubMedPubMedCentral
17.
go back to reference Schmittgen TD, Livak KJ. Analyzing real-time PCR data by the comparative C(T) method. Nat Protoc. 2008;3(6):1101–8.CrossRefPubMed Schmittgen TD, Livak KJ. Analyzing real-time PCR data by the comparative C(T) method. Nat Protoc. 2008;3(6):1101–8.CrossRefPubMed
19.
go back to reference Li C, Wong WH. Model-based analysis of oligonucleotide arrays: expression index computation and outlier detection. Proc Natl Acad Sci U S A. 2001;98(1):31–6. Pubmed Central PMCID: 14539.CrossRefPubMed Li C, Wong WH. Model-based analysis of oligonucleotide arrays: expression index computation and outlier detection. Proc Natl Acad Sci U S A. 2001;98(1):31–6. Pubmed Central PMCID: 14539.CrossRefPubMed
20.
go back to reference Smyth GK. Linear models and empirical bayes methods for assessing differential expression in microarray experiments. Stat Appl Genet Mol Biol. 2004;3:Article3.PubMed Smyth GK. Linear models and empirical bayes methods for assessing differential expression in microarray experiments. Stat Appl Genet Mol Biol. 2004;3:Article3.PubMed
21.
go back to reference Storey JD, Tibshirani R. Statistical significance for genomewide studies. Proc Natl Acad Sci U S A. 2003;100(16):9440–5. Pubmed Central PMCID: 170937.CrossRefPubMedPubMedCentral Storey JD, Tibshirani R. Statistical significance for genomewide studies. Proc Natl Acad Sci U S A. 2003;100(16):9440–5. Pubmed Central PMCID: 170937.CrossRefPubMedPubMedCentral
22.
go back to reference Ooi AT, Gower AC, Zhang KX, Vick JL, Hong L, Nagao B, et al. Molecular profiling of premalignant lesions in lung squamous cell carcinomas identifies mechanisms involved in stepwise carcinogenesis. Cancer Prev Res. 2014;7(5):487–95.CrossRef Ooi AT, Gower AC, Zhang KX, Vick JL, Hong L, Nagao B, et al. Molecular profiling of premalignant lesions in lung squamous cell carcinomas identifies mechanisms involved in stepwise carcinogenesis. Cancer Prev Res. 2014;7(5):487–95.CrossRef
23.
24.
go back to reference Subramanian A, Tamayo P, Mootha VK, Mukherjee S, Ebert BL, Gillette MA, et al. Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression profiles. Proc Natl Acad Sci U S A. 2005;102(43):15545–50. Pubmed Central PMCID: 1239896, Epub 2005/10/04. eng.CrossRefPubMedPubMedCentral Subramanian A, Tamayo P, Mootha VK, Mukherjee S, Ebert BL, Gillette MA, et al. Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression profiles. Proc Natl Acad Sci U S A. 2005;102(43):15545–50. Pubmed Central PMCID: 1239896, Epub 2005/10/04. eng.CrossRefPubMedPubMedCentral
25.
go back to reference Liebermann DA, Hoffman B. Gadd45 in stress signaling. J Molec Signal. 2008;3:15. Pubmed Central PMCID: 2563007.CrossRef Liebermann DA, Hoffman B. Gadd45 in stress signaling. J Molec Signal. 2008;3:15. Pubmed Central PMCID: 2563007.CrossRef
26.
go back to reference Lobrich M, Jeggo PA. The impact of a negligent G2/M checkpoint on genomic instability and cancer induction. Nat Rev Cancer. 2007;7(11):861–9.CrossRefPubMed Lobrich M, Jeggo PA. The impact of a negligent G2/M checkpoint on genomic instability and cancer induction. Nat Rev Cancer. 2007;7(11):861–9.CrossRefPubMed
27.
go back to reference Meek DW. Regulation of the p53 response and its relationship to cancer. Biochem J. 2015;469(3):325–46.CrossRefPubMed Meek DW. Regulation of the p53 response and its relationship to cancer. Biochem J. 2015;469(3):325–46.CrossRefPubMed
28.
go back to reference Sever R, Brugge JS. Signal transduction in cancer. Cold Spring Harb Perspect Med. 2015;5:4.CrossRef Sever R, Brugge JS. Signal transduction in cancer. Cold Spring Harb Perspect Med. 2015;5:4.CrossRef
29.
go back to reference Salehi F, Kovacs K, Scheithauer BW, Lloyd RV, Cusimano M. Pituitary tumor-transforming gene in endocrine and other neoplasms: a review and update. Endocr Relat Cancer. 2008;15(3):721–43.CrossRefPubMed Salehi F, Kovacs K, Scheithauer BW, Lloyd RV, Cusimano M. Pituitary tumor-transforming gene in endocrine and other neoplasms: a review and update. Endocr Relat Cancer. 2008;15(3):721–43.CrossRefPubMed
30.
go back to reference Wistuba II. Histologic evaluation of bronchial squamous lesions: any role in lung cancer risk assessment? Clin Cancer Res. 2005;11(4):1358–60.CrossRefPubMed Wistuba II. Histologic evaluation of bronchial squamous lesions: any role in lung cancer risk assessment? Clin Cancer Res. 2005;11(4):1358–60.CrossRefPubMed
31.
32.
33.
go back to reference Lonergan KM, Chari R, Coe BP, Wilson IM, Tsao MS, Ng RT, et al. Transcriptome profiles of carcinoma-in-situ and invasive non-small cell lung cancer as revealed by SAGE. PloS One. 2010;5(2):e9162. Pubmed Central PMCID: 2820080, Epub 2010/02/18. eng.CrossRefPubMedPubMedCentral Lonergan KM, Chari R, Coe BP, Wilson IM, Tsao MS, Ng RT, et al. Transcriptome profiles of carcinoma-in-situ and invasive non-small cell lung cancer as revealed by SAGE. PloS One. 2010;5(2):e9162. Pubmed Central PMCID: 2820080, Epub 2010/02/18. eng.CrossRefPubMedPubMedCentral
34.
go back to reference Khuder SA. Effect of cigarette smoking on major histological types of lung cancer: a meta-analysis. Lung Cancer. 2001;31(2–3):139–48.CrossRefPubMed Khuder SA. Effect of cigarette smoking on major histological types of lung cancer: a meta-analysis. Lung Cancer. 2001;31(2–3):139–48.CrossRefPubMed
37.
go back to reference Oyama T, Uramoto H, Kagawa N, Yoshimatsu T, Osaki T, Nakanishi R, et al. Cytochrome P450 in non-small cell lung cancer related to exogenous chemical metabolism. Front Biosci. 2012;4:1539–46.CrossRef Oyama T, Uramoto H, Kagawa N, Yoshimatsu T, Osaki T, Nakanishi R, et al. Cytochrome P450 in non-small cell lung cancer related to exogenous chemical metabolism. Front Biosci. 2012;4:1539–46.CrossRef
38.
go back to reference Wierinckx A, Auger C, Devauchelle P, Reynaud A, Chevallier P, Jan M, et al. A diagnostic marker set for invasion, proliferation, and aggressiveness of prolactin pituitary tumors. Endocr Relat Cancer. 2007;14(3):887–900.CrossRefPubMed Wierinckx A, Auger C, Devauchelle P, Reynaud A, Chevallier P, Jan M, et al. A diagnostic marker set for invasion, proliferation, and aggressiveness of prolactin pituitary tumors. Endocr Relat Cancer. 2007;14(3):887–900.CrossRefPubMed
39.
go back to reference Gales D, Clark C, Manne U, Samuel T. The Chemokine CXCL8 in Carcinogenesis and Drug Response. ISRN Oncol. 2013;2013:859154. Pubmed Central PMCID: 3810054.PubMedPubMedCentral Gales D, Clark C, Manne U, Samuel T. The Chemokine CXCL8 in Carcinogenesis and Drug Response. ISRN Oncol. 2013;2013:859154. Pubmed Central PMCID: 3810054.PubMedPubMedCentral
40.
go back to reference Trinchieri G. Cancer and inflammation: an old intuition with rapidly evolving new concepts. Annu Rev Immunol. 2012;30:677–706.CrossRefPubMed Trinchieri G. Cancer and inflammation: an old intuition with rapidly evolving new concepts. Annu Rev Immunol. 2012;30:677–706.CrossRefPubMed
Metadata
Title
Whole Transcriptome Analysis of Pre-invasive and Invasive Early Squamous Lung Carcinoma in Archival Laser Microdissected Samples
Authors
Andre Koper
Leo A. H. Zeef
Leena Joseph
Keith Kerr
John Gosney
Mark A. Lindsay
Richard Booton
Publication date
01-12-2017
Publisher
BioMed Central
Published in
Respiratory Research / Issue 1/2017
Electronic ISSN: 1465-993X
DOI
https://doi.org/10.1186/s12931-016-0496-3

Other articles of this Issue 1/2017

Respiratory Research 1/2017 Go to the issue