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: MAP9

Gene summary for MAP9

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MAP9

Gene ID

79884

Gene namemicrotubule associated protein 9
Gene AliasASAP
Cytomap4q32.1
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

Q05CN5


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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
79884MAP9LZE4THumanEsophagusESCC3.55e-041.65e-010.0811
79884MAP9P2T-EHumanEsophagusESCC4.61e-367.01e-010.1177
79884MAP9P9T-EHumanEsophagusESCC2.32e-039.82e-020.1131
79884MAP9P10T-EHumanEsophagusESCC3.02e-142.66e-010.116
79884MAP9P11T-EHumanEsophagusESCC4.43e-082.98e-010.1426
79884MAP9P12T-EHumanEsophagusESCC2.21e-031.06e-010.1122
79884MAP9P16T-EHumanEsophagusESCC2.47e-285.97e-010.1153
79884MAP9P22T-EHumanEsophagusESCC3.91e-407.17e-010.1236
79884MAP9P23T-EHumanEsophagusESCC1.60e-061.48e-010.108
79884MAP9P24T-EHumanEsophagusESCC2.87e-026.17e-020.1287
79884MAP9P27T-EHumanEsophagusESCC3.49e-101.95e-010.1055
79884MAP9P36T-EHumanEsophagusESCC9.90e-061.99e-010.1187
79884MAP9P47T-EHumanEsophagusESCC1.26e-039.91e-020.1067
79884MAP9P49T-EHumanEsophagusESCC4.52e-045.08e-010.1768
79884MAP9P52T-EHumanEsophagusESCC2.35e-061.00e-010.1555
79884MAP9P56T-EHumanEsophagusESCC2.27e-101.02e+000.1613
79884MAP9P57T-EHumanEsophagusESCC6.53e-091.67e-010.0926
79884MAP9P61T-EHumanEsophagusESCC3.61e-041.18e-010.099
79884MAP9P74T-EHumanEsophagusESCC3.18e-174.94e-010.1479
79884MAP9P75T-EHumanEsophagusESCC8.29e-061.05e-010.1125
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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
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
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:014001414EsophagusESCCmitotic nuclear division218/8552287/187236.17e-261.78e-23218
GO:190285015EsophagusESCCmicrotubule cytoskeleton organization involved in mitosis116/8552147/187231.25e-169.91e-15116
GO:000705214EsophagusESCCmitotic spindle organization97/8552120/187232.17e-151.33e-1397
GO:000705114EsophagusESCCspindle organization134/8552184/187235.70e-142.87e-12134
GO:00482853EsophagusESCCorganelle fission301/8552488/187234.64e-132.12e-11301
GO:00002802EsophagusESCCnuclear division270/8552439/187231.17e-114.24e-10270
GO:000028115EsophagusESCCmitotic cytokinesis58/855271/187234.34e-101.15e-0858
GO:00512256EsophagusESCCspindle assembly85/8552117/187232.72e-095.98e-0885
GO:009030715EsophagusESCCmitotic spindle assembly52/855265/187231.41e-082.77e-0752
GO:000091016EsophagusESCCcytokinesis115/8552173/187232.48e-084.68e-07115
GO:006164015EsophagusESCCcytoskeleton-dependent cytokinesis72/8552100/187238.10e-081.39e-0672
GO:00705078EsophagusESCCregulation of microtubule cytoskeleton organization99/8552148/187231.43e-072.29e-0699
GO:009022413EsophagusESCCregulation of spindle organization32/855239/187233.27e-063.65e-0532
GO:00070982EsophagusESCCcentrosome cycle85/8552130/187234.41e-064.69e-0585
GO:00310233EsophagusESCCmicrotubule organizing center organization92/8552143/187235.04e-065.31e-0592
GO:006023614EsophagusESCCregulation of mitotic spindle organization29/855235/187236.61e-066.75e-0529
GO:00328864EsophagusESCCregulation of microtubule-based process134/8552240/187239.44e-044.80e-03134
GO:00324653EsophagusESCCregulation of cytokinesis57/855292/187231.20e-035.88e-0357
GO:0007100EsophagusESCCmitotic centrosome separation12/855214/187232.51e-031.08e-0212
GO:0051299EsophagusESCCcentrosome separation12/855215/187237.31e-032.63e-0212
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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
MAP9SNVMissense_Mutationnovelc.1494G>Tp.Lys498Asnp.K498NQ49MG5protein_codingdeleterious(0.02)possibly_damaging(0.451)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MAP9SNVMissense_Mutationnovelc.1300G>Ap.Glu434Lysp.E434KQ49MG5protein_codingtolerated(0.1)benign(0.225)TCGA-AR-A2LE-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenPD
MAP9SNVMissense_Mutationnovelc.626N>Gp.Ser209Cysp.S209CQ49MG5protein_codingdeleterious(0.02)probably_damaging(0.911)TCGA-BH-A5J0-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MAP9SNVMissense_Mutationc.1039G>Ap.Ala347Thrp.A347TQ49MG5protein_codingtolerated(0.36)benign(0.099)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
MAP9SNVMissense_Mutationnovelc.1888G>Ap.Glu630Lysp.E630KQ49MG5protein_codingdeleterious(0.03)benign(0.164)TCGA-C5-A902-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
MAP9SNVMissense_Mutationc.1212A>Cp.Lys404Asnp.K404NQ49MG5protein_codingdeleterious(0)possibly_damaging(0.849)TCGA-EA-A43B-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MAP9SNVMissense_Mutationc.104N>Ap.Arg35Hisp.R35HQ49MG5protein_codingtolerated(0.06)probably_damaging(0.998)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MAP9SNVMissense_Mutationc.779N>Tp.Ser260Phep.S260FQ49MG5protein_codingtolerated(0.08)probably_damaging(0.912)TCGA-Q1-A73P-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MAP9SNVMissense_Mutationc.104G>Ap.Arg35Hisp.R35HQ49MG5protein_codingtolerated(0.06)probably_damaging(0.998)TCGA-VS-A9UD-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
MAP9SNVMissense_Mutationc.1007C>Ap.Ser336Tyrp.S336YQ49MG5protein_codingdeleterious(0.01)possibly_damaging(0.885)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
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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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