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: MAPKAP1

Gene summary for MAPKAP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MAPKAP1

Gene ID

79109

Gene nameMAPK associated protein 1
Gene AliasJC310
Cytomap9q33.3
Gene Typeprotein-coding
GO ID

GO:0001932

UniProtAcc

Q9BPZ7


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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
79109MAPKAP1CCI_2HumanCervixCC2.19e-121.38e+000.5249
79109MAPKAP1CCI_3HumanCervixCC4.16e-131.09e+000.516
79109MAPKAP1HTA11_3410_2000001011HumanColorectumAD2.39e-05-4.58e-010.0155
79109MAPKAP1HTA11_2487_2000001011HumanColorectumSER1.25e-03-2.93e-01-0.1808
79109MAPKAP1HTA11_3361_2000001011HumanColorectumAD3.65e-04-4.92e-01-0.1207
79109MAPKAP1HTA11_696_2000001011HumanColorectumAD4.88e-02-2.07e-01-0.1464
79109MAPKAP1HTA11_866_2000001011HumanColorectumAD4.05e-02-2.20e-01-0.1001
79109MAPKAP1HTA11_866_3004761011HumanColorectumAD1.16e-05-4.87e-010.096
79109MAPKAP1HTA11_10711_2000001011HumanColorectumAD1.46e-02-4.62e-010.0338
79109MAPKAP1HTA11_7696_3000711011HumanColorectumAD2.39e-04-2.70e-010.0674
79109MAPKAP1HTA11_99999970781_79442HumanColorectumMSS5.26e-11-3.95e-010.294
79109MAPKAP1HTA11_99999974143_84620HumanColorectumMSS1.35e-15-4.69e-010.3005
79109MAPKAP1A002-C-010HumanColorectumFAP2.07e-04-7.31e-020.242
79109MAPKAP1A001-C-207HumanColorectumFAP2.22e-05-4.08e-010.1278
79109MAPKAP1A015-C-203HumanColorectumFAP3.19e-33-5.10e-01-0.1294
79109MAPKAP1A015-C-204HumanColorectumFAP2.61e-05-3.93e-01-0.0228
79109MAPKAP1A014-C-040HumanColorectumFAP1.97e-05-6.02e-01-0.1184
79109MAPKAP1A002-C-201HumanColorectumFAP8.16e-11-3.73e-010.0324
79109MAPKAP1A002-C-203HumanColorectumFAP8.52e-05-1.83e-010.2786
79109MAPKAP1A001-C-119HumanColorectumFAP6.73e-15-7.08e-01-0.1557
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
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
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:001820923SkincSCCpeptidyl-serine modification108/4864338/187237.73e-033.60e-02108
GO:0006979113ThyroidPTCresponse to oxidative stress234/5968446/187236.97e-209.77e-18234
GO:0062197113ThyroidPTCcellular response to chemical stress180/5968337/187231.36e-161.16e-14180
GO:0034599113ThyroidPTCcellular response to oxidative stress151/5968288/187232.82e-131.43e-11151
GO:000726519ThyroidPTCRas protein signal transduction162/5968337/187233.16e-101.02e-08162
GO:0021762112ThyroidPTCsubstantia nigra development31/596844/187231.70e-073.19e-0631
GO:001810518ThyroidPTCpeptidyl-serine phosphorylation143/5968315/187232.94e-075.04e-06143
GO:001820916ThyroidPTCpeptidyl-serine modification151/5968338/187234.61e-077.51e-06151
GO:005105617ThyroidPTCregulation of small GTPase mediated signal transduction132/5968302/187239.26e-061.04e-04132
GO:004657817ThyroidPTCregulation of Ras protein signal transduction88/5968189/187231.62e-051.70e-0488
GO:0030901111ThyroidPTCmidbrain development48/596890/187231.95e-051.99e-0448
GO:00510586ThyroidPTCnegative regulation of small GTPase mediated signal transduction31/596856/187232.32e-041.68e-0331
GO:0048857110ThyroidPTCneural nucleus development34/596864/187233.38e-042.33e-0334
GO:00465805ThyroidPTCnegative regulation of Ras protein signal transduction27/596849/187236.38e-044.02e-0327
GO:00319295ThyroidPTCTOR signaling57/5968126/187231.12e-036.56e-0357
GO:00382032ThyroidPTCTORC2 signaling9/596812/187232.72e-031.36e-029
GO:00331356ThyroidPTCregulation of peptidyl-serine phosphorylation62/5968144/187233.05e-031.50e-0262
GO:1900407110ThyroidPTCregulation of cellular response to oxidative stress39/596889/187231.18e-024.65e-0239
GO:00331384ThyroidPTCpositive regulation of peptidyl-serine phosphorylation46/5968108/187231.22e-024.78e-0246
GO:000697934ThyroidATCresponse to oxidative stress246/6293446/187232.98e-216.09e-19246
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04150ColorectumMSSmTOR signaling pathway47/1875156/84651.19e-023.99e-022.44e-0247
hsa041501ColorectumMSSmTOR signaling pathway47/1875156/84651.19e-023.99e-022.44e-0247
hsa041505EsophagusESCCmTOR signaling pathway98/4205156/84655.81e-041.95e-039.97e-0498
hsa0415013EsophagusESCCmTOR signaling pathway98/4205156/84655.81e-041.95e-039.97e-0498
hsa041502LiverHCCmTOR signaling pathway95/4020156/84654.70e-041.99e-031.11e-0395
hsa0415011LiverHCCmTOR signaling pathway95/4020156/84654.70e-041.99e-031.11e-0395
hsa041504Oral cavityOSCCmTOR signaling pathway90/3704156/84652.87e-049.15e-044.66e-0490
hsa0415012Oral cavityOSCCmTOR signaling pathway90/3704156/84652.87e-049.15e-044.66e-0490
hsa0415021Oral cavityEOLPmTOR signaling pathway34/1218156/84657.59e-032.17e-021.28e-0234
hsa041503Oral cavityEOLPmTOR signaling pathway34/1218156/84657.59e-032.17e-021.28e-0234
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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
MAPKAP1SNVMissense_Mutationc.1079N>Gp.Asp360Glyp.D360GQ9BPZ7protein_codingdeleterious(0.04)benign(0.033)TCGA-AR-A256-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinPD
MAPKAP1SNVMissense_Mutationc.562N>Ap.Asp188Asnp.D188NQ9BPZ7protein_codingdeleterious(0.01)possibly_damaging(0.511)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MAPKAP1SNVMissense_Mutationc.266N>Cp.Arg89Thrp.R89TQ9BPZ7protein_codingdeleterious(0)benign(0.428)TCGA-GM-A2DI-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
MAPKAP1insertionFrame_Shift_Insnovelc.1503_1504insAp.Gln502ThrfsTer44p.Q502Tfs*44Q9BPZ7protein_codingTCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MAPKAP1insertionIn_Frame_Insnovelc.650_655dupAAGGACp.Gly218_Arg219insGlnGlyp.G218_R219insQGQ9BPZ7protein_codingTCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MAPKAP1SNVMissense_Mutationc.1405G>Ap.Glu469Lysp.E469KQ9BPZ7protein_codingdeleterious(0)probably_damaging(0.989)TCGA-C5-A7UH-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
MAPKAP1SNVMissense_Mutationnovelc.1526N>Tp.Thr509Metp.T509MQ9BPZ7protein_codingtolerated(0.06)probably_damaging(0.998)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MAPKAP1SNVMissense_Mutationc.1409N>Tp.Ser470Leup.S470LQ9BPZ7protein_codingdeleterious(0.01)benign(0.269)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
MAPKAP1SNVMissense_Mutationc.332N>Tp.Arg111Ilep.R111IQ9BPZ7protein_codingtolerated(0.18)probably_damaging(0.94)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
MAPKAP1SNVMissense_Mutationnovelc.110N>Gp.Asp37Glyp.D37GQ9BPZ7protein_codingdeleterious(0.02)probably_damaging(0.955)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<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
79109MAPKAP1KINASEinhibitorOSI-027OSI-027
79109MAPKAP1KINASEinhibitorMLN0128SAPANISERTIB
79109MAPKAP1KINASEinhibitorAZD8055AZD-8055
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