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:006219734ThyroidATCcellular response to chemical stress188/6293337/187233.16e-173.07e-15188
GO:003459934ThyroidATCcellular response to oxidative stress158/6293288/187237.35e-143.94e-12158
GO:000726524ThyroidATCRas protein signal transduction172/6293337/187232.25e-117.96e-10172
GO:001810519ThyroidATCpeptidyl-serine phosphorylation153/6293315/187232.28e-084.42e-07153
GO:001820917ThyroidATCpeptidyl-serine modification161/6293338/187235.23e-089.44e-07161
GO:002176233ThyroidATCsubstantia nigra development32/629344/187231.28e-072.12e-0632
GO:005105618ThyroidATCregulation of small GTPase mediated signal transduction141/6293302/187231.43e-061.77e-05141
GO:004657818ThyroidATCregulation of Ras protein signal transduction94/6293189/187233.12e-063.55e-0594
GO:003090133ThyroidATCmidbrain development51/629390/187235.79e-066.13e-0551
GO:004885732ThyroidATCneural nucleus development35/629364/187234.15e-042.50e-0335
GO:005105812ThyroidATCnegative regulation of small GTPase mediated signal transduction31/629356/187236.60e-043.74e-0331
GO:003192911ThyroidATCTOR signaling59/6293126/187231.39e-037.19e-0359
GO:004658012ThyroidATCnegative regulation of Ras protein signal transduction27/629349/187231.58e-037.99e-0327
GO:003313512ThyroidATCregulation of peptidyl-serine phosphorylation65/6293144/187232.57e-031.18e-0265
GO:00382031ThyroidATCTORC2 signaling9/629312/187234.10e-031.75e-029
GO:190040725ThyroidATCregulation of cellular response to oxidative stress41/629389/187239.71e-033.56e-0241
GO:1902882110ThyroidATCregulation of response to oxidative stress44/629398/187231.30e-024.55e-0244
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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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