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: MAP2

Gene summary for MAP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MAP2

Gene ID

4133

Gene namemicrotubule associated protein 2
Gene AliasMAP-2
Cytomap2q34
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

P11137


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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
4133MAP2LZE4THumanEsophagusESCC7.93e-165.39e-010.0811
4133MAP2LZE7THumanEsophagusESCC1.27e-096.53e-010.0667
4133MAP2P5T-EHumanEsophagusESCC8.79e-056.41e-020.1327
4133MAP2P9T-EHumanEsophagusESCC1.96e-082.07e-010.1131
4133MAP2P11T-EHumanEsophagusESCC3.36e-021.76e-010.1426
4133MAP2P12T-EHumanEsophagusESCC9.39e-071.71e-010.1122
4133MAP2P15T-EHumanEsophagusESCC1.77e-132.75e-010.1149
4133MAP2P16T-EHumanEsophagusESCC1.13e-124.01e-020.1153
4133MAP2P28T-EHumanEsophagusESCC7.08e-071.36e-010.1149
4133MAP2P37T-EHumanEsophagusESCC8.26e-101.77e-010.1371
4133MAP2P39T-EHumanEsophagusESCC9.62e-044.87e-020.0894
4133MAP2P49T-EHumanEsophagusESCC7.51e-085.77e-010.1768
4133MAP2P52T-EHumanEsophagusESCC7.12e-059.14e-020.1555
4133MAP2P74T-EHumanEsophagusESCC2.98e-061.44e-010.1479
4133MAP2P76T-EHumanEsophagusESCC3.34e-031.16e-010.1207
4133MAP2P79T-EHumanEsophagusESCC3.29e-032.52e-010.1154
4133MAP2P107T-EHumanEsophagusESCC1.35e-285.78e-010.171
4133MAP2S42HumanLiverHCC6.69e-035.00e-01-0.0103
4133MAP2HCC1_MengHumanLiverHCC4.42e-34-7.14e-020.0246
4133MAP2HCC1HumanLiverHCC1.49e-023.15e+000.5336
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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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:200123310CervixCCregulation of apoptotic signaling pathway96/2311356/187234.08e-143.05e-1196
GO:005254710CervixCCregulation of peptidase activity112/2311461/187236.70e-133.08e-10112
GO:005254810CervixCCregulation of endopeptidase activity103/2311432/187231.89e-115.14e-09103
GO:009013210CervixCCepithelium migration90/2311360/187232.45e-116.11e-0990
GO:00016679CervixCCameboidal-type cell migration110/2311475/187232.66e-116.36e-09110
GO:001063110CervixCCepithelial cell migration89/2311357/187233.72e-118.54e-0989
GO:00085446CervixCCepidermis development83/2311324/187233.91e-118.54e-0983
GO:009013010CervixCCtissue migration90/2311365/187235.42e-111.05e-0890
GO:00435884CervixCCskin development71/2311263/187238.04e-111.46e-0871
GO:002240710CervixCCregulation of cell-cell adhesion103/2311448/187231.78e-102.87e-08103
GO:007149610CervixCCcellular response to external stimulus78/2311320/187231.82e-091.98e-0778
GO:00506737CervixCCepithelial cell proliferation98/2311437/187232.01e-092.15e-0798
GO:001063210CervixCCregulation of epithelial cell migration72/2311292/187234.52e-094.43e-0772
GO:003367410CervixCCpositive regulation of kinase activity101/2311467/187238.66e-097.22e-07101
GO:200011610CervixCCregulation of cysteine-type endopeptidase activity61/2311235/187238.69e-097.22e-0761
GO:00302164CervixCCkeratinocyte differentiation42/2311139/187231.74e-081.28e-0642
GO:00071626CervixCCnegative regulation of cell adhesion72/2311303/187232.36e-081.70e-0672
GO:004328110CervixCCregulation of cysteine-type endopeptidase activity involved in apoptotic process55/2311209/187232.77e-081.95e-0655
GO:004586110CervixCCnegative regulation of proteolysis80/2311351/187232.88e-081.98e-0680
GO:00099137CervixCCepidermal cell differentiation53/2311202/187235.48e-083.25e-0653
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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
MAP2SNVMissense_Mutationc.5158G>Ap.Gly1720Serp.G1720SP11137protein_codingdeleterious(0)probably_damaging(1)TCGA-A2-A04W-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
MAP2SNVMissense_Mutationnovelc.5438N>Gp.Thr1813Serp.T1813SP11137protein_codingdeleterious(0)probably_damaging(0.993)TCGA-A2-A04Y-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
MAP2SNVMissense_Mutationc.1633N>Cp.Asp545Hisp.D545HP11137protein_codingdeleterious_low_confidence(0)possibly_damaging(0.771)TCGA-A7-A26H-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozolePD
MAP2SNVMissense_Mutationrs780652765c.4724G>Ap.Arg1575Glnp.R1575QP11137protein_codingdeleterious(0)probably_damaging(0.995)TCGA-A7-A426-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinSD
MAP2SNVMissense_Mutationc.2813A>Gp.His938Argp.H938RP11137protein_codingtolerated_low_confidence(0.89)benign(0.038)TCGA-A8-A06Q-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
MAP2SNVMissense_Mutationc.2342N>Tp.Gln781Leup.Q781LP11137protein_codingdeleterious(0)benign(0.129)TCGA-A8-A08F-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
MAP2SNVMissense_Mutationnovelc.2427N>Tp.Met809Ilep.M809IP11137protein_codingdeleterious(0)probably_damaging(0.931)TCGA-A8-A09A-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
MAP2SNVMissense_Mutationnovelc.4259N>Tp.Ser1420Leup.S1420LP11137protein_codingdeleterious(0)benign(0.015)TCGA-AC-A23C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapychemoCR
MAP2SNVMissense_Mutationc.1849N>Ap.Asp617Asnp.D617NP11137protein_codingdeleterious_low_confidence(0.01)benign(0.31)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
MAP2SNVMissense_Mutationnovelc.343N>Gp.Gln115Glup.Q115EP11137protein_codingdeleterious_low_confidence(0.03)probably_damaging(0.977)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
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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
4133MAP2NAMELATONINMELATONIN8829136
4133MAP2NACOLCHICINECOLCHICINE7511033
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