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:00109709ThyroidPTCtransport along microtubule80/5968155/187232.48e-074.32e-0680
GO:001810518ThyroidPTCpeptidyl-serine phosphorylation143/5968315/187232.94e-075.04e-06143
GO:001635819ThyroidPTCdendrite development115/5968243/187233.16e-075.35e-06115
GO:001820916ThyroidPTCpeptidyl-serine modification151/5968338/187234.61e-077.51e-06151
GO:0009314111ThyroidPTCresponse to radiation195/5968456/187235.10e-078.27e-06195
GO:006156419ThyroidPTCaxon development199/5968467/187235.27e-078.53e-06199
GO:0043523110ThyroidPTCregulation of neuron apoptotic process102/5968212/187235.45e-078.76e-06102
GO:2001252111ThyroidPTCpositive regulation of chromosome organization48/596882/187235.65e-079.04e-0648
GO:0032206111ThyroidPTCpositive regulation of telomere maintenance34/596852/187237.04e-071.10e-0534
GO:00094117ThyroidPTCresponse to UV76/5968149/187238.97e-071.36e-0576
GO:000703010ThyroidPTCGolgi organization79/5968157/187231.11e-061.64e-0579
GO:0051100113ThyroidPTCnegative regulation of binding81/5968162/187231.14e-061.67e-0581
GO:000756917ThyroidPTCcell aging68/5968132/187232.09e-062.84e-0568
GO:004867517ThyroidPTCaxon extension63/5968120/187232.14e-062.89e-0563
GO:000740918ThyroidPTCaxonogenesis178/5968418/187232.17e-062.91e-05178
GO:0010833111ThyroidPTCtelomere maintenance via telomere lengthening46/596881/187233.10e-064.04e-0546
GO:0031098111ThyroidPTCstress-activated protein kinase signaling cascade113/5968247/187233.16e-064.10e-05113
GO:0009408112ThyroidPTCresponse to heat58/5968110/187234.48e-065.52e-0558
GO:0006278110ThyroidPTCRNA-dependent DNA biosynthetic process43/596875/187234.61e-065.66e-0543
GO:003221010ThyroidPTCregulation of telomere maintenance via telomerase33/596853/187235.10e-066.20e-0533
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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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