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: AAMP

Gene summary for AAMP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

AAMP

Gene ID

14

Gene nameangio associated migratory cell protein
Gene AliasAAMP
Cytomap2q35
Gene Typeprotein-coding
GO ID

GO:0001525

UniProtAcc

A0A024R410


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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
14AAMPHTA11_2487_2000001011HumanColorectumSER1.54e-063.93e-01-0.1808
14AAMPHTA11_1938_2000001011HumanColorectumAD1.41e-114.84e-01-0.0811
14AAMPHTA11_78_2000001011HumanColorectumAD1.72e-115.73e-01-0.1088
14AAMPHTA11_347_2000001011HumanColorectumAD7.82e-307.38e-01-0.1954
14AAMPHTA11_411_2000001011HumanColorectumSER1.00e-024.95e-01-0.2602
14AAMPHTA11_3361_2000001011HumanColorectumAD3.67e-084.41e-01-0.1207
14AAMPHTA11_83_2000001011HumanColorectumSER7.82e-074.37e-01-0.1526
14AAMPHTA11_696_2000001011HumanColorectumAD3.27e-104.33e-01-0.1464
14AAMPHTA11_866_2000001011HumanColorectumAD1.06e-072.96e-01-0.1001
14AAMPHTA11_1391_2000001011HumanColorectumAD6.29e-186.01e-01-0.059
14AAMPHTA11_2992_2000001011HumanColorectumSER2.44e-035.55e-01-0.1706
14AAMPHTA11_546_2000001011HumanColorectumAD5.01e-064.97e-01-0.0842
14AAMPHTA11_7862_2000001011HumanColorectumAD1.83e-064.36e-01-0.0179
14AAMPHTA11_866_3004761011HumanColorectumAD7.75e-205.47e-010.096
14AAMPHTA11_4255_2000001011HumanColorectumSER4.44e-054.56e-010.0446
14AAMPHTA11_8622_2000001021HumanColorectumSER7.43e-076.27e-010.0528
14AAMPHTA11_7663_2000001011HumanColorectumSER8.27e-057.63e-010.0131
14AAMPHTA11_6801_2000001011HumanColorectumSER1.20e-066.97e-010.0171
14AAMPHTA11_10711_2000001011HumanColorectumAD2.45e-054.02e-010.0338
14AAMPHTA11_7696_3000711011HumanColorectumAD1.35e-165.20e-010.0674
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:0001667ColorectumADameboidal-type cell migration137/3918475/187232.17e-054.33e-04137
GO:0090132ColorectumADepithelium migration105/3918360/187231.18e-041.73e-03105
GO:0010632ColorectumADregulation of epithelial cell migration88/3918292/187231.19e-041.75e-0388
GO:0010631ColorectumADepithelial cell migration104/3918357/187231.33e-041.90e-03104
GO:0090130ColorectumADtissue migration105/3918365/187232.10e-042.77e-03105
GO:0010634ColorectumADpositive regulation of epithelial cell migration56/3918176/187234.51e-045.03e-0356
GO:0043542ColorectumADendothelial cell migration78/3918279/187232.97e-032.22e-0278
GO:0010595ColorectumADpositive regulation of endothelial cell migration40/3918133/187238.01e-034.73e-0240
GO:00016671ColorectumSERameboidal-type cell migration105/2897475/187236.97e-051.59e-03105
GO:00901321ColorectumSERepithelium migration82/2897360/187231.50e-042.93e-0382
GO:00106311ColorectumSERepithelial cell migration81/2897357/187231.87e-043.44e-0381
GO:00901301ColorectumSERtissue migration82/2897365/187232.40e-044.12e-0382
GO:00106321ColorectumSERregulation of epithelial cell migration68/2897292/187232.72e-044.53e-0368
GO:00435421ColorectumSERendothelial cell migration61/2897279/187232.76e-032.47e-0261
GO:00106341ColorectumSERpositive regulation of epithelial cell migration41/2897176/187234.03e-033.30e-0241
GO:00016672ColorectumMSSameboidal-type cell migration120/3467475/187231.37e-042.05e-03120
GO:00901322ColorectumMSSepithelium migration93/3467360/187233.30e-044.24e-0393
GO:00106312ColorectumMSSepithelial cell migration92/3467357/187233.87e-044.86e-0392
GO:00106322ColorectumMSSregulation of epithelial cell migration77/3467292/187235.39e-046.04e-0377
GO:00901302ColorectumMSStissue migration93/3467365/187235.42e-046.06e-0393
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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
AAMPSNVMissense_Mutationnovelc.1117N>Ap.Val373Metp.V373Mprotein_codingtolerated(0.11)benign(0.12)TCGA-AR-A5QP-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
AAMPinsertionFrame_Shift_Insnovelc.270_271insGCCAAGGGAATCCAGGAAAp.His91AlafsTer29p.H91Afs*29protein_codingTCGA-AN-A041-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
AAMPSNVMissense_Mutationnovelc.406G>Ap.Asp136Asnp.D136Nprotein_codingdeleterious(0.01)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
AAMPSNVMissense_Mutationc.127G>Ap.Asp43Asnp.D43Nprotein_codingdeleterious(0.02)probably_damaging(0.977)TCGA-IR-A3LL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
AAMPSNVMissense_Mutationc.94N>Cp.Glu32Glnp.E32Qprotein_codingdeleterious(0.04)benign(0.289)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
AAMPSNVMissense_Mutationc.698N>Cp.Val233Alap.V233Aprotein_codingtolerated(0.13)benign(0.191)TCGA-G4-6302-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
AAMPSNVMissense_Mutationnovelc.1172G>Ap.Gly391Aspp.G391Dprotein_codingdeleterious(0)probably_damaging(0.991)TCGA-G4-6304-01Colorectumcolon adenocarcinomaFemale>=65I/IIChemotherapyfluorouracilPD
AAMPSNVMissense_Mutationnovelc.1273G>Tp.Ala425Serp.A425Sprotein_codingtolerated(0.14)possibly_damaging(0.82)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
AAMPSNVMissense_Mutationnovelc.1163N>Ap.Ala388Aspp.A388Dprotein_codingdeleterious(0)benign(0.157)TCGA-AJ-A2QO-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
AAMPSNVMissense_Mutationc.889N>Tp.Gly297Cysp.G297Cprotein_codingtolerated(0.29)benign(0.001)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=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
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