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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: TMPRSS6

Gene summary for TMPRSS6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMPRSS6

Gene ID

164656

Gene nametransmembrane serine protease 6
Gene AliasIRIDA
Cytomap22q12.3
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q8IU80


Top

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
164656TMPRSS6male-WTAHumanThyroidPTC5.71e-101.58e-010.1037
164656TMPRSS6PTC01HumanThyroidPTC1.21e-041.47e-010.1899
164656TMPRSS6PTC05HumanThyroidPTC7.16e-145.96e-010.2065
164656TMPRSS6PTC06HumanThyroidPTC6.32e-236.96e-010.2057
164656TMPRSS6PTC07HumanThyroidPTC1.20e-215.03e-010.2044
Page: 1 

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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:0022411113ThyroidPTCcellular component disassembly232/5968443/187231.36e-191.75e-17232
GO:00336197ThyroidPTCmembrane protein proteolysis36/596857/187231.16e-061.69e-0536
GO:00301986ThyroidPTCextracellular matrix organization124/5968301/187233.75e-042.53e-03124
GO:00430626ThyroidPTCextracellular structure organization124/5968302/187234.38e-042.92e-03124
GO:00452296ThyroidPTCexternal encapsulating structure organization124/5968304/187235.96e-043.79e-03124
GO:0055076110ThyroidPTCtransition metal ion homeostasis62/5968138/187238.66e-045.30e-0362
GO:005507210ThyroidPTCiron ion homeostasis39/596885/187234.71e-032.21e-0239
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
TMPRSS6SNVMissense_Mutationc.1360N>Ap.Leu454Ilep.L454IQ8IU80protein_codingdeleterious(0.01)possibly_damaging(0.71)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TMPRSS6SNVMissense_Mutationnovelc.950N>Tp.Ser317Phep.S317FQ8IU80protein_codingdeleterious(0.05)probably_damaging(0.914)TCGA-AR-A2LK-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyanastrozolePD
TMPRSS6SNVMissense_Mutationc.899N>Tp.Ala300Valp.A300VQ8IU80protein_codingtolerated(0.09)benign(0.127)TCGA-D8-A27L-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycin+cuclophosphamideSD
TMPRSS6SNVMissense_Mutationnovelc.683G>Ap.Gly228Glup.G228EQ8IU80protein_codingdeleterious(0.01)probably_damaging(0.993)TCGA-PL-A8LZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapypaclitaxelSD
TMPRSS6insertionFrame_Shift_Insnovelc.605_606insTGp.Ile203AlafsTer2p.I203Afs*2Q8IU80protein_codingTCGA-AO-A0JE-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
TMPRSS6insertionNonsense_Mutationnovelc.604_605insTACAGTTTTCAAAGAGGTGAAATCp.Asp202delinsValGlnPheSerLysArgTerAsnHisp.D202delinsVQFSKR*NHQ8IU80protein_codingTCGA-AO-A0JE-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
TMPRSS6deletionFrame_Shift_Delnovelc.445delAp.Ile149SerfsTer7p.I149Sfs*7Q8IU80protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
TMPRSS6SNVMissense_Mutationc.915N>Cp.Lys305Asnp.K305NQ8IU80protein_codingdeleterious(0.01)probably_damaging(0.943)TCGA-LP-A4AW-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TMPRSS6SNVMissense_Mutationrs771131901c.1211N>Ap.Arg404Hisp.R404HQ8IU80protein_codingdeleterious(0)probably_damaging(0.917)TCGA-UC-A7PF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TMPRSS6SNVMissense_Mutationc.202G>Tp.Gly68Trpp.G68WQ8IU80protein_codingdeleterious(0.01)probably_damaging(0.969)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 8 

Top

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
164656TMPRSS6PROTEASE, DRUGGABLE GENOME, ENZYMEinhibitor252166825
Page: 1