Long intergenic non-coding RNA expression signature in human breast cancer
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- Ἀζαρίας Καλάρης
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1 Long intergenic non-coding RNA expression signature in human breast cancer Yanfeng Zhang 1,5,#, Erin K. Wagner 2,#, Xingyi Guo 1, Isaac May 3, Qiuyin Cai 1, Wei Zheng 1, Chunyan He 2,4,*, Jirong Long 1,* 1 Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37203, USA, youngorchuang@hotmail.com, xingyi.guo@vanderbilt.edu, qiuyin.cai@vanderbilt.edu, wei.zheng@vanderbilt.edu 2 Department of Epidemiology, Richard M. Fairbanks School of Public Health, Indiana University, Indianapolis, IN 46202, USA, chunhe@iu.edu 3 Bowdoin College, Brunswick, ME, Indiana University Melvin and Bren Simon Cancer Center, Indianapolis, IN 46202, USA 5 Present address: HudsonAlpha Institute for Biotechnology, Huntsville, AL 35806, USA # Contributed equally *Correspondence to: Jirong Long, Ph.D. Vanderbilt Epidemiology Center and Vanderbilt-Ingram Cancer Center Vanderbilt University Medical Center 2525 West End Avenue, 8th Floor, Nashville, TN Phone: (615) ; Fax: (615)
2 Chunyan He, Sc.D. Department of Epidemiology Indiana University Richard M. Fairbanks School of Public Health Indiana University Melvin and Bren Simon Cancer Center 980 W. Walnut Street, R3, C241 Indianapolis, IN Phone: (317) ; Fax: (317)
3 Supplementary Information Table S1: Summary of meta-data, including ChIP-seq data for transcription factor ERα and RNA-seq data used in this study. Table S2: LincRNAs validated in either tumor-adjacent normal paired samples or tumor-normal health women. Table S3: Expression levels of 37 lincrnas across 14 breast cancer cell lines. Table S4: Expression alteration of 26 transcription factors in 85 pairs of breast cancer and adjacent normal tissue. Table S5: Functional prediction of 37 lincrnas in both tumor and adjacent normal tissues. Table S6: Expression levels of 22 lincrnas showing differential expression across breast cancer subtypes. Figure S1: plot of the calling rate of lincrnas versus the number of lincrnas not detected. The horizontal dashed line represents the threshold used in this study. Figure S2: volcano plot of the log2-transformed fold change between breast cancer tissues and adjacent normal tissues (X-axis, n = 85 pairs) versus log10-transformed BH adjusted P value (Y-axis) for lincrnas (n = 584). Figure S3: (A) plot of log2-transformed FC between 85 paired breast cancers for 83 lincrnas (Y-axis) versus nearby mrnas (X-axis). H2H, H2T and T2T represent the head-to-head, headto-tail and tail-to-tail orientation between lincrna and neighboring mrnas, respectively. (B) Distribution of Spearman correlation coefficient from 85 adjacent normal tissues for lincrnaneighboring pairs (blue) and lincrna-non-neighboring pairs (purple). Figure S4: plot of the expression correlation between the lincrna GATA3-AS1 and its adjacent protein-coding gene GATA3.
4 Figure S5: (A) plot of fold change (log2-tranformed) of 37 lincrnas (Y-axis) versus nonneighboring mrnas (X-axis) between 85 pairs of breast cancer and adjacent normal tissues. (B) Plot of fold change (log2-tranformed) of 584 lincrnas (Y-axis) versus randomly selected mrnas (X-axis) between 85 pairs of breast cancer and adjacent normal tissues. Figure S6: density plot of Spearman rank correlation coefficient presenting the co-expression profiling between lincrnas and mrnas in breast cancer and adjacent normal tissues, as well as in a null distribution.
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11 Table S1: Summary of meta-data, including ChIP-seq data for transcription factor ERα and RNA-seq data used in this study Sample ID Description Cell line ER status Series ID Library strategy Platform PubMed ID GSM ERa_ChIPSeq_repeat1 MCF-7 ER+ GSE45822 ChIP-seq Illumina Genome Analyzer IIx GSM ERa_ChIPSeq_repeat2 MCF-7 ER+ GSE45822 ChIP-seq Illumina Genome Analyzer IIx GSM ERa in MCF-7 Rep1 MCF-7 ER+ GSE49390 ChIP-seq Illumina HiSeq GSM ERa in MCF-7 Rep2 MCF-7 ER+ GSE49390 ChIP-seq Illumina HiSeq GSM BT20_mRNA BT20 ER- GSE27003 RNA-Seq Illumina Genome Analyzer II GSM BT474_mRNA BT474 ER+ GSE27003 RNA-Seq Illumina Genome Analyzer II GSM MCF10A_mRNA MCF10A ER- GSE27003 RNA-Seq Illumina Genome Analyzer II GSM MCF7_mRNA MCF7 ER+ GSE27003 RNA-Seq Illumina Genome Analyzer II GSM MDAMB231_mRNA MDAMB231 ER- GSE27003 RNA-Seq Illumina Genome Analyzer II GSM MDAMB468_mRNA MDAMB468 ER- GSE27003 RNA-Seq Illumina Genome Analyzer II GSM T47D_mRNA T47D ER+ GSE27003 RNA-Seq Illumina Genome Analyzer II GSM ZR751_mRNA ZR751 ER+ GSE27003 RNA-Seq Illumina Genome Analyzer II GSM CAMA-1_mRNA-seq CAMA-1 ER+ GSE28866 RNA-Seq Illumina Genome Analyzer IIx GSM HCC1419_mRNA-seq HCC1419 ER- GSE28866 RNA-Seq Illumina Genome Analyzer IIx GSM HCC1500_mRNA-seq HCC1500 ER+ GSE28866 RNA-Seq Illumina Genome Analyzer IIx GSM SUM_mRNA-seq SUM ER+ GSE28866 RNA-Seq Illumina Genome Analyzer IIx GSM UACC-812_mRNA-seq UACC-812 ER- GSE28866 RNA-Seq Illumina Genome Analyzer IIx GSM ZR-75-30_mRNA-seq ZR ER+ GSE28866 RNA-Seq Illumina Genome Analyzer IIx
12 Table S2: LincRNAs validated in either tumor-adjacent normal paired samples or tumor-normal health women LincRNA Symbol Tumor-Adjacent (n = 8 Tumor-Adjacent (n = 50) b Tumor-Normal (n = 50) c Log2-FC P Log2-FC P Log2-FC P ENSG RP11-417E E E E-03 ENSG AC E E E-10 ENSG SNORD3B E E E-01 ENSG SNORD3B E E E-01 ENSG AC E E E-02 ENSG RP11-731F E E E-09 ENSG GATA3-AS E E E-07 ENSG RP J E E E-07 ENSG TINCR E E E-01 ENSG RP5-1198O E E E-13 ENSG RP11-150O E E E-05 ENSG RP11-279F E E E-04 ENSG CTB-104H E E E-02 ENSG MIR E E E-02 ENSG MEG E E E-07 ENSG LINC E E E-04 ENSG CTD-3252C E E E-05 ENSG RP5-1052I E E E-04 ENSG RP11-890B E E E-04 ENSG TPRG1-AS E E E-03 ENSG AC E E E-02 ENSG RP11-932O E E E-05 ENSG RP11-490M E E E-02 ENSG RP11-475I E E E-01 ENSG RP11-161M E E E-02 ENSG RP5-965F E E E-03 ENSG RP11-855A E E E-05 ENSG AC E E E-04 ENSG LINC E E E-04 ENSG RP11-381O E E E-06 ENSG RP11-286B E E E-02 ENSG DIO3OS E E E-05 ENSG MIRN E E E-04 ENSG LINC E E E-06 ENSG RP B E E E-03 ENSG AC E E E-04 ENSG RP1-193H E E E-03 ENSG RP4-791K E E E-06 ENSG LINC E E E-02 ENSG RP11-344B E E E-03 ENSG LINC E E E-02 ENSG LINC E E E-04 ENSG RP11-84E E E E-01 ENSG RP11-238F E E E-02 ENSG RP1-302G E E E-06 ENSG AL E E E-02 ENSG RP11-16M E E E-09 a Comparison from TCGA b,c Comparison from IUBC
13 Table S3: Expression levels of 37 lincrnas across 14 breast cancer cell lines Symbol CAMA-1 HCC1419 HCC1500 SUM UACC-812 ZR BT20 BT474 MCF10A MCF-7 MDAMB2 MDAMB T47D ZR751 RP11-417E AC AC RP11-731F GATA3-AS RP J RP5-1198O RP11-150O RP11-279F MEG LINC CTD-3252C RP5-1052I RP11-890B TPRG1-AS AC RP11-932O RP11-490M RP11-161M RP5-965F RP11-855A AC LINC RP11-381O DIO3OS MIRN LINC RP B AC RP1-193H RP4-791K RP11-344B LINC LINC RP11-238F RP1-302G RP11-16M
14 Table S4: Expression alteration of 26 transcription factors in 85 pairs of breast cancer and adjacent normal tissue Gene GeneID BRCA Adjacent P.BHadjst Log2-FC Symbol Normal Description CEBPB CCAAT/enhancer binding protein (C/EBP), beta MYC E-09 v-myc avian myelocytomatosis viral oncogene homolog CTCF CCCTC-binding factor E2F E-14 E2F transcription factor 1 EGR E-14 early growth response 1 ELF E74-like factor 1 FOSL FOS-like antigen 2 FOXM E-14 forkhead box M1 GABPA E-09 GA binding protein transcription factor, alpha subunit 60kDa GATA E-11 GATA binding protein 3 HDAC E-05 histone deacetylase 2 JUND E-10 jun D proto-oncogene MAX MYC associated factor X NR2F nuclear receptor subfamily 2, group F, member 2 NRSF RE1-silencing transcription factor EP E1A binding protein p300 PML promyelocytic leukemia POLR2A polymerase (RNA) II (DNA directed) polypeptide A, 220kDa RAD E-11 RAD21 homolog (S. pombe) SIN3A SIN3 transcription regulator family member A SRF E-09 serum response factor TAF TAF1 RNA polymerase II, TATA box binding protein (TBP)-associated factor, 250kDa TCF transcription factor 12 TCF7L E-12 transcription factor 7-like 2 (T-cell specific, HMG-box) TEAD E-11 TEA domain family member 4 ZNF E-08 zinc finger protein 217
15 Table S5 : Functional prediction of 37 lincrnas in both tumor and adjacent normal tissues Ensembl ID Symbol Functional enrichment in adjacent normal tissues Functional enrichment in breast tumor ENSG RP11-417E7 NA cell adhesion ENSG AC NA cell adhesion ENSG AC NA potassium ion transport ENSG RP11-731F5 NA immune response and positive regulation of immune system process ENSG GATA3-AS1 NA defense response ENSG RP J20 cell cycle and division, proliferation na ENSG RP5-1198O20 ectoderm development na ENSG RP11-150O12 NA na ENSG RP11-279F6 establishment of protein localization cellular protein localization ENSG MEG3 NA na ENSG LINC00312 NA na ENSG CTD-3252C9 regulation of cell proliferation anti-apoptosis ENSG RP5-1052I5 regulation of transcription defense response ENSG RP11-890B15 NA na ENSG TPRG1-AS1 positive regulation of apoptosis na ENSG AC NA na ENSG RP11-932O9 translational elongation na ENSG RP11-490M8 NA na ENSG RP11-161M6 translational elongation and ribonucleoprotein complex biogenesis na ENSG RP5-965F6 inflammatory and immune response na ENSG RP11-855A2 RNA processing na ENSG AC regulation of Ras protein signal transduction na ENSG LINC00842 excretion na ENSG RP11-381O7 regulation of transcription na ENSG DIO3OS ribonucleoprotein complex biogenesis na ENSG hsa-mir-145 RNA processing na ENSG LINC00341 regulation of cell proliferation na ENSG RP B6 induction of apoptosis na ENSG AC cell adhesion and Wnt signaling pathway na ENSG RP1-193H18 posttranscriptional regulation of gene expression na ENSG RP4-791K14 regulation of transcription na ENSG RP11-344B5 NA na ENSG LINC00086 translational elongation and ribonucleoprotein complex biogenesis na ENSG LINC00639 NA na ENSG RP11-238F2 translational elongation and ribonucleoprotein complex biogenesis na ENSG RP1-302G2 regulation of transcription na ENSG RP11-16M8 regulation of cell proliferation and cell migration na
16 Table S6: Expression levels of 22 lincrnas showing differential expression across breast cancer subtypes Ensembl ID Symbol Log2-FC Chr Start End LumiA LumiB Her2 Basal-like ENSG RP11-417E chr ENSG AC chr ENSG AC chr ENSG RP11-731F chr ENSG GATA3-AS chr ENSG RP J chr ENSG RP11-150O chr ENSG RP11-279F chr ENSG MEG chr ENSG LINC chr ENSG CTD-3252C chr ENSG RP11-890B chr ENSG TPRG1-AS chr ENSG RP11-490M chr ENSG RP11-161M chr ENSG RP11-855A chr ENSG LINC chr ENSG RP1-193H chr ENSG RP4-791K chr ENSG RP11-344B5-3.1 chr ENSG LINC chrx ENSG RP1-302G chr
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