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: ECSCR

Gene summary for ECSCR

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ECSCR

Gene ID

641700

Gene nameendothelial cell surface expressed chemotaxis and apoptosis regulator
Gene AliasARIA
Cytomap5q31.2
Gene Typeprotein-coding
GO ID

GO:0001525

UniProtAcc

Q19T08


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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
641700ECSCRATC11HumanThyroidATC1.83e-021.08e+000.3386
641700ECSCRATC2HumanThyroidATC1.90e-151.43e+000.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:001049832ThyroidATCproteasomal protein catabolic process309/6293490/187231.78e-411.13e-37309
GO:0009896210ThyroidATCpositive regulation of catabolic process290/6293492/187232.15e-311.94e-28290
GO:0031331210ThyroidATCpositive regulation of cellular catabolic process258/6293427/187232.09e-301.65e-27258
GO:004217635ThyroidATCregulation of protein catabolic process239/6293391/187232.63e-291.85e-26239
GO:190336235ThyroidATCregulation of cellular protein catabolic process168/6293255/187233.50e-261.58e-23168
GO:190305035ThyroidATCregulation of proteolysis involved in cellular protein catabolic process146/6293221/187234.18e-231.20e-20146
GO:006113633ThyroidATCregulation of proteasomal protein catabolic process128/6293187/187231.63e-224.30e-20128
GO:0045732210ThyroidATCpositive regulation of protein catabolic process148/6293231/187231.93e-214.36e-19148
GO:190336434ThyroidATCpositive regulation of cellular protein catabolic process109/6293155/187238.26e-211.49e-18109
GO:190180027ThyroidATCpositive regulation of proteasomal protein catabolic process85/6293114/187233.70e-195.20e-1785
GO:190305227ThyroidATCpositive regulation of proteolysis involved in cellular protein catabolic process93/6293133/187231.06e-171.18e-1593
GO:004586234ThyroidATCpositive regulation of proteolysis202/6293372/187231.07e-169.42e-15202
GO:190401921ThyroidATCepithelial cell apoptotic process58/6293121/187237.47e-044.14e-0358
GO:00457657ThyroidATCregulation of angiogenesis141/6293342/187231.80e-038.85e-03141
GO:19013427ThyroidATCregulation of vasculature development143/6293348/187231.95e-039.44e-03143
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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
ECSCRSNVMissense_Mutationnovelc.595C>Ap.Leu199Ilep.L199IQ19T08protein_codingtolerated(0.07)possibly_damaging(0.578)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ECSCRSNVMissense_Mutationnovelc.550C>Tp.Leu184Phep.L184FQ19T08protein_codingdeleterious(0)possibly_damaging(0.773)TCGA-BG-A222-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ECSCRSNVMissense_Mutationnovelc.538N>Tp.Asp180Tyrp.D180YQ19T08protein_codingdeleterious(0)probably_damaging(0.937)TCGA-EO-A3B0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
ECSCRSNVMissense_Mutationc.212C>Ap.Thr71Asnp.T71NQ19T08protein_codingtolerated_low_confidence(0.24)possibly_damaging(0.463)TCGA-UB-A7MB-01Liverliver hepatocellular carcinomaMale<65I/IITargeted Molecular therapysorafenibPD
ECSCRSNVMissense_Mutationnovelc.214C>Ap.Pro72Thrp.P72TQ19T08protein_codingtolerated_low_confidence(0.1)benign(0.011)TCGA-CR-7398-01Oral cavityhead & neck squamous cell carcinomaFemale<65I/IIUnknownUnknownSD
ECSCRinsertionIn_Frame_Insnovelc.113_114insGGAp.Leu38_Gly39insAspp.L38_G39insDQ19T08protein_codingTCGA-CN-A497-01Oral cavityhead & neck squamous cell carcinomaMale<65III/IVUnknownUnknownSD
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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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