Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: SRA1

Gene summary for SRA1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SRA1

Gene ID

10011

Gene namesteroid receptor RNA activator 1
Gene AliasSRA
Cytomap5q31.3
Gene Typeprotein-coding
GO ID

GO:0000278

UniProtAcc

Q9HD15


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Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
10011SRA1LZE2THumanEsophagusESCC1.81e-024.30e-010.082
10011SRA1LZE4THumanEsophagusESCC9.78e-113.29e-010.0811
10011SRA1LZE5THumanEsophagusESCC7.17e-031.85e-010.0514
10011SRA1LZE7THumanEsophagusESCC6.66e-126.57e-010.0667
10011SRA1LZE8THumanEsophagusESCC4.38e-094.57e-010.067
10011SRA1LZE20THumanEsophagusESCC8.99e-154.72e-010.0662
10011SRA1LZE22D1HumanEsophagusHGIN1.00e-039.64e-020.0595
10011SRA1LZE22THumanEsophagusESCC2.81e-032.38e-010.068
10011SRA1LZE24THumanEsophagusESCC5.75e-206.56e-010.0596
10011SRA1LZE6THumanEsophagusESCC1.93e-146.99e-010.0845
10011SRA1P1T-EHumanEsophagusESCC6.10e-105.33e-010.0875
10011SRA1P2T-EHumanEsophagusESCC9.56e-315.65e-010.1177
10011SRA1P4T-EHumanEsophagusESCC1.15e-399.49e-010.1323
10011SRA1P5T-EHumanEsophagusESCC1.62e-471.05e+000.1327
10011SRA1P8T-EHumanEsophagusESCC1.38e-162.44e-010.0889
10011SRA1P9T-EHumanEsophagusESCC6.37e-347.38e-010.1131
10011SRA1P10T-EHumanEsophagusESCC1.42e-244.77e-010.116
10011SRA1P11T-EHumanEsophagusESCC4.19e-241.13e+000.1426
10011SRA1P12T-EHumanEsophagusESCC2.22e-459.56e-010.1122
10011SRA1P15T-EHumanEsophagusESCC1.10e-215.98e-010.1149
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EsophagusThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
LiverThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
Oral CavityThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
SkinThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
ThyroidThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

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Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:000734610EsophagusHGINregulation of mitotic cell cycle98/2587457/187234.39e-061.42e-0498
GO:000734615EsophagusESCCregulation of mitotic cell cycle293/8552457/187238.00e-165.64e-14293
GO:00454454EsophagusESCCmyoblast differentiation52/855284/187231.98e-038.90e-0352
GO:00436275EsophagusESCCresponse to estrogen45/855275/187238.75e-033.08e-0245
GO:00073463LiverCirrhoticregulation of mitotic cell cycle154/4634457/187238.73e-061.29e-04154
GO:0043627LiverCirrhoticresponse to estrogen30/463475/187232.52e-031.51e-0230
GO:000734611LiverHCCregulation of mitotic cell cycle255/7958457/187234.96e-091.30e-07255
GO:00436271LiverHCCresponse to estrogen44/795875/187233.44e-031.55e-0244
GO:00073469Oral cavityOSCCregulation of mitotic cell cycle266/7305457/187233.87e-173.41e-15266
GO:00454453Oral cavityOSCCmyoblast differentiation46/730584/187232.43e-031.07e-0246
GO:000734614Oral cavityLPregulation of mitotic cell cycle163/4623457/187237.64e-082.56e-06163
GO:004544512Oral cavityLPmyoblast differentiation35/462384/187234.56e-044.33e-0335
GO:0045661Oral cavityLPregulation of myoblast differentiation22/462351/187232.96e-032.03e-0222
GO:000734617SkincSCCregulation of mitotic cell cycle192/4864457/187233.47e-142.31e-12192
GO:004544513SkincSCCmyoblast differentiation35/486484/187231.23e-037.97e-0335
GO:000734619ThyroidPTCregulation of mitotic cell cycle212/5968457/187234.03e-111.44e-09212
GO:000734622ThyroidATCregulation of mitotic cell cycle236/6293457/187237.58e-165.92e-14236
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
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Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
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Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
SRA1SNVMissense_Mutationrs746406835c.568N>Ap.Glu190Lysp.E190KQ9HD15protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
SRA1SNVMissense_Mutationnovelc.322N>Ap.Glu108Lysp.E108KQ9HD15protein_codingdeleterious(0)probably_damaging(0.991)TCGA-HM-A4S6-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
SRA1SNVMissense_Mutationc.8G>Ap.Arg3Hisp.R3HQ9HD15protein_codingtolerated_low_confidence(0.25)benign(0)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SRA1SNVMissense_Mutationnovelc.474N>Tp.Lys158Asnp.K158NQ9HD15protein_codingdeleterious(0.04)probably_damaging(0.953)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
SRA1SNVMissense_Mutationnovelc.651N>Tp.Glu217Aspp.E217DQ9HD15protein_codingdeleterious(0.04)benign(0.138)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
SRA1SNVMissense_Mutationrs148927164c.617N>Tp.Arg206Metp.R206MQ9HD15protein_codingdeleterious(0)probably_damaging(0.923)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
SRA1SNVMissense_Mutationnovelc.377N>Ap.Arg126Hisp.R126HQ9HD15protein_codingtolerated(0.06)benign(0.009)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
SRA1SNVMissense_Mutationrs146775907c.193N>Ap.Ala65Thrp.A65TQ9HD15protein_codingtolerated(0.78)benign(0)TCGA-B5-A0JY-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapydoxorubicinSD
SRA1SNVMissense_Mutationc.385A>Gp.Thr129Alap.T129AQ9HD15protein_codingdeleterious(0.02)benign(0.034)TCGA-BS-A0UJ-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SRA1SNVMissense_Mutationrs534756299c.376N>Ap.Arg126Serp.R126SQ9HD15protein_codingdeleterious(0.02)benign(0.065)TCGA-BS-A0VI-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
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Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
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