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: ANTXR1

Gene summary for ANTXR1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ANTXR1

Gene ID

84168

Gene nameANTXR cell adhesion molecule 1
Gene AliasATR
Cytomap2p13.3
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q96EC6


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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
84168ANTXR1HTA11_3410_2000001011HumanColorectumAD3.25e-021.40e-010.0155
84168ANTXR1HTA11_2487_2000001011HumanColorectumSER7.57e-052.18e-01-0.1808
84168ANTXR1HTA11_1938_2000001011HumanColorectumAD8.43e-126.44e-01-0.0811
84168ANTXR1HTA11_78_2000001011HumanColorectumAD4.00e-032.56e-01-0.1088
84168ANTXR1HTA11_347_2000001011HumanColorectumAD7.61e-072.04e-01-0.1954
84168ANTXR1HTA11_696_2000001011HumanColorectumAD4.08e-112.77e-01-0.1464
84168ANTXR1HTA11_866_2000001011HumanColorectumAD1.36e-047.04e-02-0.1001
84168ANTXR1HTA11_1391_2000001011HumanColorectumAD4.12e-072.36e-01-0.059
84168ANTXR1HTA11_9408_2000001011HumanColorectumAD2.25e-055.13e-010.0451
84168ANTXR1HTA11_7696_3000711011HumanColorectumAD3.06e-061.63e-010.0674
84168ANTXR1HTA11_99999970781_79442HumanColorectumMSS8.87e-467.80e-010.294
84168ANTXR1HTA11_99999965104_69814HumanColorectumMSS2.73e-031.88e-010.281
84168ANTXR1LZE8THumanEsophagusESCC1.05e-03-3.58e-020.067
84168ANTXR1LZE24THumanEsophagusESCC4.33e-071.22e-010.0596
84168ANTXR1LZE21THumanEsophagusESCC1.15e-022.51e-020.0655
84168ANTXR1P1T-EHumanEsophagusESCC8.34e-034.64e-020.0875
84168ANTXR1P2T-EHumanEsophagusESCC2.73e-194.04e-010.1177
84168ANTXR1P4T-EHumanEsophagusESCC3.05e-157.13e-010.1323
84168ANTXR1P8T-EHumanEsophagusESCC4.64e-103.32e-010.0889
84168ANTXR1P9T-EHumanEsophagusESCC6.74e-065.31e-010.1131
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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
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:003444618Oral cavityOSCCsubstrate adhesion-dependent cell spreading59/7305108/187237.01e-043.89e-0359
GO:19019986Oral cavityOSCCtoxin transport25/730540/187232.22e-031.00e-0225
GO:19030531Oral cavityOSCCregulation of extracellular matrix organization28/730548/187235.17e-032.02e-0228
GO:004586226Oral cavityEOLPpositive regulation of proteolysis91/2218372/187237.08e-121.15e-0991
GO:005254725Oral cavityEOLPregulation of peptidase activity105/2218461/187231.86e-112.79e-09105
GO:003158925Oral cavityEOLPcell-substrate adhesion84/2218363/187238.71e-106.29e-0884
GO:001095224Oral cavityEOLPpositive regulation of peptidase activity53/2218197/187235.39e-092.91e-0753
GO:003153223Oral cavityEOLPactin cytoskeleton reorganization34/2218107/187233.66e-081.41e-0634
GO:003444623Oral cavityEOLPsubstrate adhesion-dependent cell spreading26/2218108/187232.90e-042.74e-0326
GO:003019811Oral cavityEOLPextracellular matrix organization52/2218301/187233.29e-031.90e-0252
GO:004306211Oral cavityEOLPextracellular structure organization52/2218302/187233.52e-032.01e-0252
GO:004522911Oral cavityEOLPexternal encapsulating structure organization52/2218304/187234.04e-032.23e-0252
GO:19012011Oral cavityEOLPregulation of extracellular matrix assembly6/221816/187237.66e-033.66e-026
GO:003158932Oral cavityNEOLPcell-substrate adhesion93/2005363/187234.93e-162.93e-1393
GO:005254733Oral cavityNEOLPregulation of peptidase activity98/2005461/187231.77e-112.56e-0998
GO:004586233Oral cavityNEOLPpositive regulation of proteolysis80/2005372/187237.28e-105.54e-0880
GO:003444633Oral cavityNEOLPsubstrate adhesion-dependent cell spreading32/2005108/187235.34e-082.16e-0632
GO:00301982Oral cavityNEOLPextracellular matrix organization64/2005301/187235.66e-082.24e-0664
GO:00430622Oral cavityNEOLPextracellular structure organization64/2005302/187236.44e-082.50e-0664
GO:00452292Oral cavityNEOLPexternal encapsulating structure organization64/2005304/187238.33e-083.17e-0664
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0462122EsophagusESCCNOD-like receptor signaling pathway116/4205186/84652.90e-041.03e-035.30e-04116
hsa0462132EsophagusESCCNOD-like receptor signaling pathway116/4205186/84652.90e-041.03e-035.30e-04116
hsa046218Oral cavityOSCCNOD-like receptor signaling pathway108/3704186/84655.13e-052.07e-041.05e-04108
hsa0462113Oral cavityOSCCNOD-like receptor signaling pathway108/3704186/84655.13e-052.07e-041.05e-04108
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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
ANTXR1SNVMissense_Mutationrs201850545c.1130C>Tp.Thr377Metp.T377MQ9H6X2protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-B6-A0I9-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
ANTXR1insertionIn_Frame_Insnovelc.490_491insGAAGATATAATGGGGACCAAAACAGCCATGGCCCAGTCCTCAp.Glu164delinsGlyArgTyrAsnGlyAspGlnAsnSerHisGlyProValLeuLysp.E164delinsGRYNGDQNSHGPVLKQ9H6X2protein_codingTCGA-AN-A03X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ANTXR1deletionFrame_Shift_Delnovelc.629delGp.Gly210AlafsTer7p.G210Afs*7Q9H6X2protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ANTXR1SNVMissense_Mutationnovelc.1652N>Tp.Arg551Metp.R551MQ9H6X2protein_codingdeleterious_low_confidence(0.02)benign(0.041)TCGA-C5-A1MK-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycarboplatinPD
ANTXR1SNVMissense_Mutationc.588N>Ap.Asp196Glup.D196EQ9H6X2protein_codingtolerated(0.75)benign(0.036)TCGA-EK-A2PM-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
ANTXR1SNVMissense_Mutationc.589N>Tp.His197Tyrp.H197YQ9H6X2protein_codingtolerated(0.06)benign(0.299)TCGA-EK-A2PM-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
ANTXR1SNVMissense_Mutationnovelc.1111N>Tp.Pro371Serp.P371SQ9H6X2protein_codingdeleterious(0.03)probably_damaging(0.981)TCGA-VS-A94Z-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ANTXR1SNVMissense_Mutationc.308G>Ap.Arg103Hisp.R103HQ9H6X2protein_codingdeleterious(0.03)probably_damaging(0.915)TCGA-AA-3502-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ANTXR1SNVMissense_Mutationrs370351341c.1438C>Tp.Arg480Cysp.R480CQ9H6X2protein_codingdeleterious(0.01)probably_damaging(0.954)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ANTXR1SNVMissense_Mutationrs149800589c.1316G>Ap.Arg439Glnp.R439QQ9H6X2protein_codingtolerated(0.27)benign(0.354)TCGA-AA-3844-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapycapecitabinePD
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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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