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: ESRRA

Gene summary for ESRRA

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ESRRA

Gene ID

2101

Gene nameestrogen related receptor alpha
Gene AliasERR1
Cytomap11q13.1
Gene Typeprotein-coding
GO ID

GO:0001501

UniProtAcc

P11474


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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
2101ESRRAHTA11_3410_2000001011HumanColorectumAD4.78e-06-3.46e-010.0155
2101ESRRAHTA11_866_3004761011HumanColorectumAD2.65e-03-3.43e-010.096
2101ESRRAHTA11_6818_2000001021HumanColorectumAD2.22e-02-4.43e-010.0588
2101ESRRAHTA11_99999970781_79442HumanColorectumMSS7.42e-11-4.33e-010.294
2101ESRRAF007HumanColorectumFAP1.08e-05-4.58e-010.1176
2101ESRRAA002-C-010HumanColorectumFAP1.31e-02-2.89e-010.242
2101ESRRAA001-C-207HumanColorectumFAP1.18e-04-3.02e-010.1278
2101ESRRAA015-C-203HumanColorectumFAP1.04e-21-1.59e-01-0.1294
2101ESRRAA015-C-204HumanColorectumFAP2.23e-02-1.02e-01-0.0228
2101ESRRAA014-C-040HumanColorectumFAP3.68e-02-2.59e-01-0.1184
2101ESRRAA002-C-201HumanColorectumFAP7.18e-09-1.94e-010.0324
2101ESRRAA002-C-203HumanColorectumFAP1.95e-04-1.59e-010.2786
2101ESRRAA001-C-119HumanColorectumFAP1.07e-10-4.90e-01-0.1557
2101ESRRAA001-C-108HumanColorectumFAP4.25e-18-4.43e-01-0.0272
2101ESRRAA002-C-205HumanColorectumFAP5.76e-19-4.61e-01-0.1236
2101ESRRAA001-C-104HumanColorectumFAP1.17e-08-3.38e-010.0184
2101ESRRAA015-C-005HumanColorectumFAP4.33e-05-2.74e-01-0.0336
2101ESRRAA015-C-006HumanColorectumFAP1.42e-09-2.85e-01-0.0994
2101ESRRAA015-C-106HumanColorectumFAP2.30e-05-1.26e-01-0.0511
2101ESRRAA002-C-114HumanColorectumFAP2.12e-12-2.88e-01-0.1561
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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:00485452ColorectumMSSresponse to steroid hormone101/3467339/187232.60e-071.10e-05101
GO:00300992ColorectumMSSmyeloid cell differentiation110/3467381/187234.48e-071.75e-05110
GO:00097552ColorectumMSShormone-mediated signaling pathway63/3467190/187239.26e-073.23e-0563
GO:00016492ColorectumMSSosteoblast differentiation64/3467229/187232.91e-043.83e-0364
GO:00434342ColorectumMSSresponse to peptide hormone104/3467414/187234.58e-045.43e-03104
GO:19016532ColorectumMSScellular response to peptide91/3467359/187237.38e-047.88e-0391
GO:00328692ColorectumMSScellular response to insulin stimulus56/3467203/187239.41e-049.50e-0356
GO:00025731ColorectumMSSmyeloid leukocyte differentiation57/3467208/187231.01e-031.01e-0257
GO:00713752ColorectumMSScellular response to peptide hormone stimulus75/3467290/187231.14e-031.12e-0275
GO:00328682ColorectumMSSresponse to insulin68/3467264/187232.10e-031.78e-0268
GO:19037061ColorectumMSSregulation of hemopoiesis89/3467367/187233.39e-032.56e-0289
GO:00456371ColorectumMSSregulation of myeloid cell differentiation54/3467210/187235.85e-033.96e-0254
GO:00015032ColorectumMSSossification96/3467408/187236.09e-034.07e-0296
GO:00434343ColorectumFAPresponse to peptide hormone100/2622414/187231.74e-081.84e-06100
GO:00713833ColorectumFAPcellular response to steroid hormone stimulus59/2622204/187232.12e-082.06e-0659
GO:19016533ColorectumFAPcellular response to peptide89/2622359/187232.93e-082.64e-0689
GO:00713753ColorectumFAPcellular response to peptide hormone stimulus75/2622290/187235.60e-084.29e-0675
GO:00328683ColorectumFAPresponse to insulin68/2622264/187232.71e-071.55e-0568
GO:00485454ColorectumFAPresponse to steroid hormone81/2622339/187236.22e-073.08e-0581
GO:00305223ColorectumFAPintracellular receptor signaling pathway67/2622265/187236.84e-073.28e-0567
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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
ESRRAABSColorectumFAPSELENBP1,LINGO1,GPT, etc.2.00e-01The 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.
ESRRAKEREsophagusESCCRPS25,RNF26,PPP1R14B, etc.3.65e-01The 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.
ESRRALYMENDPancreasADJSOX9,CLDN4,ADRA2A, etc.1.92e-01The 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.
ESRRASTMStomachSIMLRIF1,MT-ATP8,CHCHD10, etc.4.75e-01The 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.
∗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
ESRRAinsertionFrame_Shift_Insnovelc.278_279insAGAGAp.Ala94GlufsTer103p.A94Efs*103P11474protein_codingTCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
ESRRASNVMissense_Mutationc.902N>Ap.Gly301Aspp.G301DP11474protein_codingdeleterious(0.02)probably_damaging(1)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
ESRRASNVMissense_Mutationc.775N>Cp.Ser259Prop.S259PP11474protein_codingdeleterious(0.04)probably_damaging(1)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ESRRASNVMissense_Mutationc.779N>Cp.Val260Alap.V260AP11474protein_codingdeleterious(0.01)possibly_damaging(0.831)TCGA-DM-A0XF-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapymayoCR
ESRRASNVMissense_Mutationc.1255G>Ap.Glu419Lysp.E419KP11474protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AG-4005-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapyfolinicCR
ESRRASNVMissense_Mutationc.16G>Ap.Val6Metp.V6MP11474protein_codingtolerated_low_confidence(0.1)benign(0.012)TCGA-EI-6507-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
ESRRASNVMissense_Mutationrs767507136c.826N>Tp.Arg276Cysp.R276CP11474protein_codingdeleterious(0)probably_damaging(0.999)TCGA-EI-6882-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
ESRRASNVMissense_Mutationrs45585533c.518N>Tp.Pro173Leup.P173LP11474protein_codingtolerated(0.44)benign(0.003)TCGA-B5-A11E-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ESRRASNVMissense_Mutationnovelc.972N>Tp.Glu324Aspp.E324DP11474protein_codingdeleterious(0.01)probably_damaging(0.995)TCGA-B5-A11E-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ESRRASNVMissense_Mutationnovelc.47A>Cp.Glu16Alap.E16AP11474protein_codingdeleterious_low_confidence(0)possibly_damaging(0.625)TCGA-BS-A0U8-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapydoxorubicinSD
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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
2101ESRRANUCLEAR HORMONE RECEPTOR, DRUGGABLE GENOMED-5519
2101ESRRANUCLEAR HORMONE RECEPTOR, DRUGGABLE GENOMEESTRADIOLESTRADIOL23448346
2101ESRRANUCLEAR HORMONE RECEPTOR, DRUGGABLE GENOMEantagonist135651333CHEMBL189753
2101ESRRANUCLEAR HORMONE RECEPTOR, DRUGGABLE GENOMEPregnenolonePREGNENOLONE
2101ESRRANUCLEAR HORMONE RECEPTOR, DRUGGABLE GENOMERimexoloneRIMEXOLONE
2101ESRRANUCLEAR HORMONE RECEPTOR, DRUGGABLE GENOMEFULVESTRANTFULVESTRANT23448346
2101ESRRANUCLEAR HORMONE RECEPTOR, DRUGGABLE GENOMEagonist135650300GENISTEIN
2101ESRRANUCLEAR HORMONE RECEPTOR, DRUGGABLE GENOMEDexamethasone palmitate
2101ESRRANUCLEAR HORMONE RECEPTOR, DRUGGABLE GENOMEagonist135649823
2101ESRRANUCLEAR HORMONE RECEPTOR, DRUGGABLE GENOMEagonist135649858DAIDZEIN
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