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: MICAL1

Gene summary for MICAL1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MICAL1

Gene ID

64780

Gene namemicrotubule associated monooxygenase, calponin and LIM domain containing 1
Gene AliasMICAL
Cytomap6q21
Gene Typeprotein-coding
GO ID

GO:0001932

UniProtAcc

Q8TDZ2


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
64780MICAL1P2T-EHumanEsophagusESCC2.36e-088.02e-020.1177
64780MICAL1P8T-EHumanEsophagusESCC8.27e-062.75e-020.0889
64780MICAL1P10T-EHumanEsophagusESCC1.94e-034.63e-020.116
64780MICAL1P12T-EHumanEsophagusESCC6.57e-099.26e-020.1122
64780MICAL1P16T-EHumanEsophagusESCC1.11e-479.16e-010.1153
64780MICAL1P21T-EHumanEsophagusESCC1.83e-212.38e-010.1617
64780MICAL1P24T-EHumanEsophagusESCC1.68e-111.74e-010.1287
64780MICAL1P27T-EHumanEsophagusESCC8.56e-031.07e-010.1055
64780MICAL1P28T-EHumanEsophagusESCC9.90e-138.50e-020.1149
64780MICAL1P31T-EHumanEsophagusESCC2.56e-101.00e-010.1251
64780MICAL1P32T-EHumanEsophagusESCC2.66e-121.92e-010.1666
64780MICAL1P37T-EHumanEsophagusESCC3.14e-031.23e-010.1371
64780MICAL1P48T-EHumanEsophagusESCC4.48e-023.92e-020.0959
64780MICAL1P52T-EHumanEsophagusESCC6.07e-091.29e-010.1555
64780MICAL1P56T-EHumanEsophagusESCC7.86e-111.68e+000.1613
64780MICAL1P57T-EHumanEsophagusESCC2.94e-034.17e-020.0926
64780MICAL1P75T-EHumanEsophagusESCC6.38e-034.90e-020.1125
64780MICAL1P76T-EHumanEsophagusESCC1.42e-041.01e-010.1207
64780MICAL1P89T-EHumanEsophagusESCC1.58e-023.58e-010.1752
64780MICAL1P104T-EHumanEsophagusESCC1.05e-032.70e-010.0931
Page: 1 2 

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
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:0022411111EsophagusESCCcellular component disassembly305/8552443/187231.94e-234.57e-21305
GO:0010563111EsophagusESCCnegative regulation of phosphorus metabolic process274/8552442/187232.32e-129.41e-11274
GO:0045936111EsophagusESCCnegative regulation of phosphate metabolic process273/8552441/187233.18e-121.25e-10273
GO:2000116111EsophagusESCCregulation of cysteine-type endopeptidase activity158/8552235/187231.67e-115.90e-10158
GO:0043281111EsophagusESCCregulation of cysteine-type endopeptidase activity involved in apoptotic process143/8552209/187232.12e-117.31e-10143
GO:003298416EsophagusESCCprotein-containing complex disassembly151/8552224/187233.45e-111.15e-09151
GO:0042326111EsophagusESCCnegative regulation of phosphorylation237/8552385/187231.86e-105.33e-09237
GO:0001933111EsophagusESCCnegative regulation of protein phosphorylation213/8552342/187233.54e-109.76e-09213
GO:0052547111EsophagusESCCregulation of peptidase activity275/8552461/187237.54e-101.88e-08275
GO:000701527EsophagusESCCactin filament organization259/8552442/187232.37e-084.50e-07259
GO:0052548111EsophagusESCCregulation of endopeptidase activity253/8552432/187233.68e-086.78e-07253
GO:2000117110EsophagusESCCnegative regulation of cysteine-type endopeptidase activity63/855286/187231.84e-072.88e-0663
GO:0043154110EsophagusESCCnegative regulation of cysteine-type endopeptidase activity involved in apoptotic process58/855278/187232.38e-073.61e-0658
GO:00067906EsophagusESCCsulfur compound metabolic process201/8552339/187232.64e-073.94e-06201
GO:005101727EsophagusESCCactin filament bundle assembly100/8552157/187233.87e-064.17e-05100
GO:006157227EsophagusESCCactin filament bundle organization101/8552161/187239.22e-068.82e-05101
GO:000815420EsophagusESCCactin polymerization or depolymerization130/8552218/187232.19e-051.88e-04130
GO:0045861111EsophagusESCCnegative regulation of proteolysis195/8552351/187231.13e-047.85e-04195
GO:0051346110EsophagusESCCnegative regulation of hydrolase activity208/8552379/187231.76e-041.14e-03208
GO:00436245EsophagusESCCcellular protein complex disassembly78/8552136/187234.00e-031.62e-0278
Page: 1 2 3 4 

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
MICAL1SNVMissense_Mutationc.1438N>Cp.Asp480Hisp.D480HQ8TDZ2protein_codingdeleterious(0)probably_damaging(0.986)TCGA-A1-A0SH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytcSD
MICAL1SNVMissense_Mutationc.2889N>Cp.Glu963Aspp.E963DQ8TDZ2protein_codingtolerated(0.37)benign(0.046)TCGA-AO-A124-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
MICAL1SNVMissense_Mutationrs757913471c.272N>Cp.Gly91Alap.G91AQ8TDZ2protein_codingtolerated(0.13)benign(0.014)TCGA-D8-A1X7-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyHormone Therapydoxorubicine+cyclophosphamide+tamoxifenSD
MICAL1SNVMissense_Mutationc.2818G>Ap.Glu940Lysp.E940KQ8TDZ2protein_codingdeleterious(0)benign(0.236)TCGA-E2-A1IE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinPD
MICAL1insertionNonsense_Mutationnovelc.2756_2757insTACATGAACCGGGAAGGTp.Ser919_Gly920insThrTerThrGlyLysValp.S919_G920insT*TGKVQ8TDZ2protein_codingTCGA-A2-A0EM-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
MICAL1insertionFrame_Shift_Insnovelc.3072_3073insATGTGTCATGCAAGCCTCATGATCTCAGAp.Gln1025MetfsTer20p.Q1025Mfs*20Q8TDZ2protein_codingTCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MICAL1insertionIn_Frame_Insnovelc.2289_2290insGAGACGp.His763_Phe764insGluThrp.H763_F764insETQ8TDZ2protein_codingTCGA-AN-A04C-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MICAL1insertionIn_Frame_Insnovelc.2288_2289insAGAGCTGAGAAGAAGAACp.His763delinsGlnGluLeuArgArgArgThrp.H763delinsQELRRRTQ8TDZ2protein_codingTCGA-AN-A04C-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MICAL1insertionIn_Frame_Insnovelc.2648_2649insTCTACAAGGAAAAAGGCAGAGp.Ala883_Met884insLeuGlnGlyLysArgGlnSerp.A883_M884insLQGKRQSQ8TDZ2protein_codingTCGA-AO-A0JD-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
MICAL1SNVMissense_Mutationrs137916380c.1988N>Ap.Arg663Glnp.R663QQ8TDZ2protein_codingtolerated(0.07)benign(0.178)TCGA-JX-A5QV-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 8 9 

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
Page: 1