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: THEMIS2

Gene summary for THEMIS2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

THEMIS2

Gene ID

9473

Gene namethymocyte selection associated family member 2
Gene AliasC1orf38
Cytomap1p35.3
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

Q5TEJ8


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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
9473THEMIS2male-WTAHumanThyroidPTC2.18e-172.06e-010.1037
9473THEMIS2PTC01HumanThyroidPTC5.36e-031.01e-010.1899
9473THEMIS2PTC04HumanThyroidPTC2.16e-041.53e-010.1927
9473THEMIS2PTC05HumanThyroidPTC1.05e-106.85e-010.2065
9473THEMIS2PTC06HumanThyroidPTC1.87e-196.09e-010.2057
9473THEMIS2PTC07HumanThyroidPTC3.50e-122.34e-010.2044
9473THEMIS2ATC09HumanThyroidATC8.63e-134.97e-010.2871
9473THEMIS2ATC12HumanThyroidATC2.06e-023.58e-020.34
9473THEMIS2ATC1HumanThyroidATC2.48e-125.39e-010.2878
9473THEMIS2ATC4HumanThyroidATC3.66e-078.83e-020.34
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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:005085210ThyroidPTCT cell receptor signaling pathway52/5968123/187239.58e-033.93e-0252
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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
THEMIS2SNVMissense_Mutationc.1871N>Tp.Asp624Valp.D624VQ5TEJ8protein_codingdeleterious(0.04)benign(0.166)TCGA-BH-A0BV-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinSD
THEMIS2SNVMissense_Mutationnovelc.1618N>Tp.Arg540Trpp.R540WQ5TEJ8protein_codingdeleterious(0)probably_damaging(0.971)TCGA-BH-A8G0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
THEMIS2insertionNonsense_Mutationnovelc.1113_1114insTGTGGCGTAGTGTAAATTGGAAGATTCTGATTGGAAAGAAAAp.Gly371_Asp372insCysGlyValValTerIleGlyArgPheTerLeuGluArgLysp.G371_D372insCGVV*IGRF*LERKQ5TEJ8protein_codingTCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
THEMIS2deletionFrame_Shift_Delnovelc.1191delGp.Leu398Terp.L398*Q5TEJ8protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
THEMIS2SNVMissense_Mutationnovelc.916N>Gp.Lys306Glup.K306EQ5TEJ8protein_codingdeleterious(0)benign(0.055)TCGA-A6-3808-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
THEMIS2SNVMissense_Mutationnovelc.917N>Gp.Lys306Argp.K306RQ5TEJ8protein_codingtolerated(0.2)benign(0.011)TCGA-A6-3808-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
THEMIS2SNVMissense_Mutationc.1552N>Ap.Leu518Metp.L518MQ5TEJ8protein_codingtolerated(0.25)benign(0.028)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
THEMIS2SNVMissense_Mutationnovelc.1296N>Tp.Glu432Aspp.E432DQ5TEJ8protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3852-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
THEMIS2SNVMissense_Mutationnovelc.1296N>Tp.Glu432Aspp.E432DQ5TEJ8protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3982-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
THEMIS2SNVMissense_Mutationnovelc.962N>Gp.Gln321Argp.Q321RQ5TEJ8protein_codingtolerated(0.19)benign(0.018)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
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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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