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: IYD

Gene summary for IYD

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IYD

Gene ID

389434

Gene nameiodotyrosine deiodinase
Gene AliasC6orf71
Cytomap6q25.1
Gene Typeprotein-coding
GO ID

GO:0006082

UniProtAcc

Q6PHW0


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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
389434IYDAdj_PTCwithHT_6HumanThyroidHT5.67e-56-1.44e+000.02
389434IYDAdj_PTCwithHT_8HumanThyroidHT2.16e-12-7.67e-010.0267
389434IYDPTCwithHT_1HumanThyroidHT3.66e-19-1.39e+000.0238
389434IYDPTCwithHT_6HumanThyroidHT1.35e-42-1.39e+000.02
389434IYDPTCwithHT_8HumanThyroidHT1.69e-52-1.40e+000.0351
389434IYDPTCwithoutHT_2HumanThyroidPTC7.62e-39-1.26e+000.0419
389434IYDPTCwithoutHT_4_2HumanThyroidPTC1.01e-03-9.18e-010.0455
389434IYDPTCwithoutHT_7HumanThyroidPTC3.57e-19-1.40e+000.0381
389434IYDmale-WTAHumanThyroidPTC3.71e-43-4.10e-010.1037
389434IYDfemale-WTAHumanThyroidPTC7.48e-03-6.61e-010.0726
389434IYDPTC01HumanThyroidPTC8.82e-17-7.32e-010.1899
389434IYDPTC04HumanThyroidPTC1.08e-27-1.06e+000.1927
389434IYDPTC06HumanThyroidPTC8.72e-06-6.26e-010.2057
389434IYDATC08HumanThyroidATC2.23e-17-1.09e+000.0541
389434IYDATC09HumanThyroidATC1.23e-22-1.43e+000.2871
389434IYDATC11HumanThyroidATC1.39e-06-1.44e+000.3386
389434IYDATC12HumanThyroidATC1.89e-58-1.44e+000.34
389434IYDATC13HumanThyroidATC1.18e-51-1.43e+000.34
389434IYDATC1HumanThyroidATC2.71e-19-1.42e+000.2878
389434IYDATC2HumanThyroidATC1.39e-06-1.44e+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:00065759ThyroidHTcellular modified amino acid metabolic process28/1272188/187237.21e-051.31e-0328
GO:0042403ThyroidHTthyroid hormone metabolic process8/127227/187233.07e-044.08e-038
GO:000657513ThyroidPTCcellular modified amino acid metabolic process85/5968188/187238.29e-057.01e-0485
GO:00424031ThyroidPTCthyroid hormone metabolic process15/596827/187239.19e-033.79e-0215
GO:000657522ThyroidATCcellular modified amino acid metabolic process82/6293188/187232.60e-031.20e-0282
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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
IYDSNVMissense_Mutationrs121918138c.301C>Tp.Arg101Trpp.R101WQ6PHW0protein_codingdeleterious(0)probably_damaging(1)TCGA-BH-A0C7-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
IYDinsertionIn_Frame_Insnovelc.448_449insACCCGGGCTGGAp.Ile149_Arg150insHisProGlyTrpp.I149_R150insHPGWQ6PHW0protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
IYDdeletionFrame_Shift_Delnovelc.32delNp.Leu12SerfsTer37p.L12Sfs*37Q6PHW0protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
IYDinsertionNonsense_Mutationnovelc.716_717insTTTCAGCTGAGTTTTCAATTCAGGGACATTTGp.Gln239HisfsTer4p.Q239Hfs*4Q6PHW0protein_codingTCGA-E9-A1NC-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
IYDSNVMissense_Mutationc.82G>Cp.Glu28Glnp.E28QQ6PHW0protein_codingtolerated(0.23)benign(0.107)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
IYDSNVMissense_Mutationc.84N>Tp.Glu28Aspp.E28DQ6PHW0protein_codingtolerated(0.22)benign(0.001)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
IYDSNVMissense_Mutationc.522G>Tp.Lys174Asnp.K174NQ6PHW0protein_codingdeleterious(0.01)possibly_damaging(0.815)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
IYDSNVMissense_Mutationnovelc.197N>Cp.Glu66Alap.E66AQ6PHW0protein_codingtolerated(0.48)benign(0.077)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
IYDSNVMissense_Mutationrs376472194c.115G>Ap.Glu39Lysp.E39KQ6PHW0protein_codingtolerated(0.33)benign(0.001)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
IYDSNVMissense_Mutationrs370872496c.122G>Ap.Arg41Hisp.R41HQ6PHW0protein_codingtolerated(0.13)possibly_damaging(0.719)TCGA-AA-A024-01Colorectumcolon adenocarcinomaMale>=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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