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:002176217ProstateBPHsubstantia nigra development23/310744/187235.88e-081.57e-0623
GO:003090114ProstateBPHmidbrain development36/310790/187231.02e-072.49e-0636
GO:004885715ProstateBPHneural nucleus development28/310764/187232.93e-076.23e-0628
GO:00510568ProstateBPHregulation of small GTPase mediated signal transduction78/3107302/187232.69e-053.16e-0478
GO:00465787ProstateBPHregulation of Ras protein signal transduction53/3107189/187235.08e-055.24e-0453
GO:00181059ProstateBPHpeptidyl-serine phosphorylation79/3107315/187237.09e-056.96e-0479
GO:00182097ProstateBPHpeptidyl-serine modification82/3107338/187231.73e-041.48e-0382
GO:190040716ProstateBPHregulation of cellular response to oxidative stress28/310789/187233.90e-042.85e-0328
GO:190288216ProstateBPHregulation of response to oxidative stress30/310798/187234.16e-043.01e-0330
GO:000697919ProstateTumorresponse to oxidative stress144/3246446/187235.75e-158.52e-13144
GO:006219719ProstateTumorcellular response to chemical stress112/3246337/187237.53e-137.67e-11112
GO:003459919ProstateTumorcellular response to oxidative stress92/3246288/187238.68e-104.22e-0892
GO:000726514ProstateTumorRas protein signal transduction101/3246337/187236.29e-092.44e-07101
GO:002176218ProstateTumorsubstantia nigra development23/324644/187231.35e-073.45e-0623
GO:003090115ProstateTumormidbrain development36/324690/187233.15e-077.14e-0636
GO:004885716ProstateTumorneural nucleus development28/324664/187237.39e-071.47e-0528
GO:005105613ProstateTumorregulation of small GTPase mediated signal transduction80/3246302/187233.96e-054.57e-0480
GO:190040717ProstateTumorregulation of cellular response to oxidative stress30/324689/187231.38e-041.27e-0330
GO:004657814ProstateTumorregulation of Ras protein signal transduction53/3246189/187231.63e-041.46e-0353
GO:190288217ProstateTumorregulation of response to oxidative stress31/324698/187233.90e-043.00e-0331
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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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