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: MITD1

Gene summary for MITD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MITD1

Gene ID

129531

Gene namemicrotubule interacting and trafficking domain containing 1
Gene AliasMITD1
Cytomap2q11.2
Gene Typeprotein-coding
GO ID

GO:0000278

UniProtAcc

Q8WV92


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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
129531MITD1LZE2THumanEsophagusESCC5.39e-045.82e-010.082
129531MITD1LZE4THumanEsophagusESCC3.76e-067.99e-020.0811
129531MITD1LZE5THumanEsophagusESCC3.58e-084.02e-010.0514
129531MITD1LZE7THumanEsophagusESCC5.75e-113.18e-010.0667
129531MITD1LZE8THumanEsophagusESCC4.70e-041.63e-010.067
129531MITD1LZE20THumanEsophagusESCC2.01e-081.89e-010.0662
129531MITD1LZE21D1HumanEsophagusHGIN8.61e-031.50e-010.0632
129531MITD1LZE22THumanEsophagusESCC3.99e-084.49e-010.068
129531MITD1LZE24THumanEsophagusESCC2.22e-124.16e-010.0596
129531MITD1LZE6THumanEsophagusESCC2.31e-091.68e-010.0845
129531MITD1P1T-EHumanEsophagusESCC1.80e-082.52e-010.0875
129531MITD1P2T-EHumanEsophagusESCC1.35e-203.04e-010.1177
129531MITD1P4T-EHumanEsophagusESCC3.59e-255.69e-010.1323
129531MITD1P5T-EHumanEsophagusESCC7.70e-222.88e-010.1327
129531MITD1P8T-EHumanEsophagusESCC1.31e-193.50e-010.0889
129531MITD1P9T-EHumanEsophagusESCC9.73e-184.29e-010.1131
129531MITD1P10T-EHumanEsophagusESCC3.03e-345.31e-010.116
129531MITD1P11T-EHumanEsophagusESCC6.26e-043.40e-010.1426
129531MITD1P12T-EHumanEsophagusESCC7.81e-182.73e-010.1122
129531MITD1P15T-EHumanEsophagusESCC3.79e-273.07e-010.1149
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:000091015EsophagusHGINcytokinesis44/2587173/187233.26e-058.32e-0444
GO:005109825EsophagusHGINregulation of binding78/2587363/187233.73e-059.30e-0478
GO:00616406EsophagusHGINcytoskeleton-dependent cytokinesis27/2587100/187233.71e-045.77e-0327
GO:00619525EsophagusHGINmidbody abscission8/258717/187239.96e-041.25e-028
GO:19024108EsophagusHGINmitotic cytokinetic process9/258723/187232.37e-032.40e-029
GO:00002816EsophagusHGINmitotic cytokinesis19/258771/187232.90e-032.81e-0219
GO:003209110EsophagusHGINnegative regulation of protein binding23/258794/187233.92e-033.54e-0223
GO:005110020EsophagusHGINnegative regulation of binding35/2587162/187234.32e-033.84e-0235
GO:00325066EsophagusHGINcytokinetic process12/258739/187234.97e-034.18e-0212
GO:0051098111EsophagusESCCregulation of binding251/8552363/187236.73e-208.46e-18251
GO:004339320EsophagusESCCregulation of protein binding135/8552196/187233.69e-111.22e-09135
GO:000028115EsophagusESCCmitotic cytokinesis58/855271/187234.34e-101.15e-0858
GO:003250614EsophagusESCCcytokinetic process35/855239/187239.38e-091.90e-0735
GO:0051100111EsophagusESCCnegative regulation of binding109/8552162/187232.10e-084.03e-07109
GO:000091016EsophagusESCCcytokinesis115/8552173/187232.48e-084.68e-07115
GO:006164015EsophagusESCCcytoskeleton-dependent cytokinesis72/8552100/187238.10e-081.39e-0672
GO:190241014EsophagusESCCmitotic cytokinetic process22/855223/187234.17e-075.71e-0622
GO:006195214EsophagusESCCmidbody abscission17/855217/187231.63e-061.95e-0517
GO:003209116EsophagusESCCnegative regulation of protein binding65/855294/187233.46e-063.82e-0565
GO:005109812LiverCirrhoticregulation of binding148/4634363/187239.14e-125.97e-10148
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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
MITD1SNVMissense_Mutationc.228N>Tp.Lys76Asnp.K76NQ8WV92protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MITD1insertionNonsense_Mutationnovelc.259_260insGTGTGATTGCCTCCTAGp.Lys87SerfsTer6p.K87Sfs*6Q8WV92protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MITD1SNVMissense_Mutationc.219A>Tp.Glu73Aspp.E73DQ8WV92protein_codingdeleterious(0.02)probably_damaging(1)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
MITD1SNVMissense_Mutationc.52N>Ap.Val18Metp.V18MQ8WV92protein_codingtolerated(0.09)possibly_damaging(0.478)TCGA-AA-3966-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MITD1SNVMissense_Mutationnovelc.194N>Ap.Ile65Asnp.I65NQ8WV92protein_codingdeleterious(0)probably_damaging(0.942)TCGA-A5-A0GP-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
MITD1SNVMissense_Mutationrs373110802c.407N>Ap.Arg136Glnp.R136QQ8WV92protein_codingtolerated(0.09)possibly_damaging(0.799)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
MITD1SNVMissense_Mutationnovelc.196N>Cp.Ser66Prop.S66PQ8WV92protein_codingtolerated(0.09)possibly_damaging(0.683)TCGA-AJ-A3BH-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
MITD1SNVMissense_Mutationnovelc.160N>Tp.Asp54Tyrp.D54YQ8WV92protein_codingdeleterious(0)probably_damaging(0.963)TCGA-AJ-A5DW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
MITD1SNVMissense_Mutationc.377N>Tp.Arg126Ilep.R126IQ8WV92protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AX-A0J0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
MITD1SNVMissense_Mutationnovelc.713N>Cp.Val238Alap.V238AQ8WV92protein_codingdeleterious(0)possibly_damaging(0.891)TCGA-AX-A2HJ-01Endometriumuterine corpus endometrioid carcinomaFemale<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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