DataSource

DataSource ERVcancer

1. General

The general information (for example, class, superfamily, family, description, length, the link to Dfam database and consensus sequence) of ERV elements comes from the following references:  
[1]UCSC Table Browser. group Repeats track RrepeatMasker.[2022-11-24]. http://www.genome.ucsc.edu/cgi-bin/hgTables  
[2]Dfam.[2022-1-2]. https://dfam.org/home  
[3]Wheeler TJ, et al. Dfam: a database of repetitive DNA based on profile hidden Markov models. Nucleic Acids Res. 2013 Jan;41(Database issue):D70-82  
[4]Repbase.[2022-1-2]. https://www.girinst.org/repbase/  
[5]Jurka J, et al. Repbase Update, a database of eukaryotic repetitive elements. Cytogenet Genome Res, 2005;110(1-4):462-7

2. Expression profile

Data_source_fig1
Stage Replicates Project ID in NCBI GEO database
oocytes 6 GSE36552,GSE44183
pronuclei 3 GSE44183
zygote 5 GSE36552,GSE44183
2-cell 9 GSE36552,GSE44183
4-cell 16 GSE36552,GSE44183
8-cell 31 GSE36552,GSE44183
morula 19 GSE36552,GSE44183
blastocyst 30 GSE36552
hESC.passage#0 6 GSE36552
hESC.passage#10 26 GSE36552

References: Goke, J., et al. Dynamic transcription of distinct classes of endogenous retroviral elements marks specific populations of early human embryonic cells. Cell Stem Cell, 2015. 16(2): p.135-41

 

Data_source_fig2
Tissue Female Male
Adipose_Subcutaneous 121 312
Adipose_Visceral_Omentum 81 223
Adrenal_Gland 64 145
Artery_Aorta 85 221
Artery_Coronary 55 132
Artery_Tibial 105 294
Brain_Amygdala 19 65
Brain_Anterior_cingulate_cortex_BA24 20 78
Brain_Caudate_basal_ganglia 31 108
Brain_Cerebellar_Hemisphere 29 97
Brain_Cerebellum 37 116
Brain_Cortex 33 107
Brain_Frontal_Cortex_BA9 28 99
Brain_Hippocampus 27 87
Brain_Hypothalamus 24 90
Brain_Nucleus_accumbens_basal_ganglia 29 102
Brain_Putamen_basal_ganglia 24 86
Brain_Spinal_cord_cervical_c1 27 68
Brain_Substantia_nigra 22 59
Breast_Mammary_Tissue 85 202
Cells_EBVtransformed_lymphocytes 42 117
Cells_Transformed_fibroblasts 103 282
Colon_Sigmoid 61 149
Colon_Transverse 80 194
Esophagus_Gastroesophageal_Junction 59 152
Esophagus_Mucosa 106 283
Esophagus_Muscularis 89 245
Heart_Atrial_Appendage 66 190
Heart_Left_Ventricle 65 190
Kidney_Cortex 6 31
Liver 39 114
Lung 98 291
Minor_Salivary_Gland 19 57
Muscle_Skeletal 143 389
Nerve_Tibial 95 274
Ovary 97 NA
Pancreas 67 166
Pituitary 29 103
Prostate NA 104
Skin_Not_Sun_Exposed_Suprapubic 85 245
Skin_Sun_Exposed_Lower_leg 115 314
Small_Intestine_Terminal_Ileum 37 88
Spleen 44 104
Stomach 81 192
Testis NA 172
Thyroid 99 286
Uterus 82 NA
Vagina 95 NA
Whole_Blood 130 354

References: Gireesh K. Bogu, et al. Atlas of transcriptionally active transposable elements in human adult tissues.[2022-12-6]. 

https://www.biorxiv.org/content/10.1101/714212v1.full

 

Data_source_fig3
Cancer cell N
lung 165
haematopoietic_and_lymphoid_tissue 163
central_nervous_system 61
large_intestine 55
breast 50
skin 49
ovary 44
pancreas 41
fibroblast 35
stomach 33
upper_aerodigestive_tract 30
kidney 29
endometrium 27
oesophagus 25
liver 23
urinary_tract 19
bone 18
soft_tissue 17
autonomic_ganglia 16
thyroid 9
biliary_tract 7
pleura 7
prostate 6
salivary_gland 2
small_intestine 1

References: Ghandi, M., et al. Next-generation characterization of the Cancer Cell Line Encyclopedia. Nature, 2019. 569(7757): p. 503-508

 

3. Differential expression

Data_source_fig4
N Study Cancer Solid normal tissues Primary tumor tissues
1 BRCA Breast_invasive_carcinoma 113 1089
2 COREAD corectal_cancer 51 631
3 LUAD Lung_adenocarcinoma 59 522
4 UCEC Uterine_Corpus_Endometrial_Carcinoma 35 547
5 KIRC Kidney_renal_clear_cell_carcinoma 72 534
6 HNSC Head_and_Neck_squamous_cell_carcinoma 44 499
7 THCA Thyroid_carcinoma 58 501
8 LUSC Lung_squamous_cell_carcinoma 49 502
9 PRAD Prostate_adenocarcinoma 52 496
10 STAD Stomach_adenocarcinoma 32 375
11 BLCA Bladder_Urothelial_Carcinoma 19 411
12 LIHC Liver_hepatocellular_carcinoma 50 371

References: National Institutes of Health The Cancer Genome Atlas (TCGA). dbGaP Study Accession: phs000178.v11.p8.[2022-11-24].https://www.ncbi.nlm.nih.gov/projects/gap/cgi-bin/study.cgi?study_id=phs000178.v11.p8  
The stage and histological type information of TCGA patients comes from the following reference: Liu J, et al. An Integrated TCGA Pan-Cancer Clinical Data Resource to Drive High-Quality Survival Outcome Analytics. Cell. 2018 Apr 5;173(2):400-416.e11

 

4. Survival analysis

The survival information including OS and OS time of TCGA patients comes from the following reference: Liu J, et al. An Integrated TCGA Pan-Cancer Clinical Data Resource to Drive High-Quality Survival Outcome Analytics. Cell. 2018 Apr 5;173(2):400-416.e11

5. Correlation

The correlation result is based on TCGA primary cancer tissues RNA-seq dataset.