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: FRAS1

Gene summary for FRAS1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FRAS1

Gene ID

80144

Gene nameFraser extracellular matrix complex subunit 1
Gene AliasFRASRS1
Cytomap4q21.21
Gene Typeprotein-coding
GO ID

GO:0001655

UniProtAcc

Q86XX4


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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
80144FRAS1HTA11_1391_2000001011HumanColorectumAD4.06e-084.81e-01-0.059
80144FRAS1HTA11_2992_2000001011HumanColorectumSER8.26e-036.40e-01-0.1706
80144FRAS1HTA11_4255_2000001011HumanColorectumSER2.23e-035.48e-010.0446
80144FRAS1HTA11_7663_2000001011HumanColorectumSER2.75e-024.38e-010.0131
80144FRAS1HTA11_6818_2000001011HumanColorectumAD6.79e-043.32e-010.0112
80144FRAS1HTA11_6818_2000001021HumanColorectumAD4.54e-074.96e-010.0588
80144FRAS1HTA11_99999970781_79442HumanColorectumMSS2.15e-235.10e-010.294
80144FRAS1HTA11_99999965062_69753HumanColorectumMSI-H8.30e-071.39e+000.3487
80144FRAS1HTA11_99999965104_69814HumanColorectumMSS1.02e-023.02e-010.281
80144FRAS1HTA11_99999971662_82457HumanColorectumMSS4.42e-032.16e-010.3859
80144FRAS1A002-C-021HumanColorectumFAP2.35e-103.74e-010.1171
80144FRAS1A001-C-104HumanColorectumFAP3.11e-022.67e-010.0184
80144FRAS1AEH-subject1HumanEndometriumAEH6.04e-134.59e-01-0.3059
80144FRAS1AEH-subject2HumanEndometriumAEH1.30e-134.83e-01-0.2525
80144FRAS1AEH-subject3HumanEndometriumAEH7.58e-094.48e-01-0.2576
80144FRAS1AEH-subject4HumanEndometriumAEH2.83e-043.20e-01-0.2657
80144FRAS1AEH-subject5HumanEndometriumAEH3.40e-125.17e-01-0.2953
80144FRAS1EEC-subject1HumanEndometriumEEC5.49e-318.15e-01-0.2682
80144FRAS1EEC-subject2HumanEndometriumEEC3.45e-073.86e-01-0.2607
80144FRAS1EEC-subject5HumanEndometriumEEC7.54e-135.62e-01-0.249
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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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
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
∗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:0048736ColorectumADappendage development51/3918172/187234.20e-032.89e-0251
GO:0060173ColorectumADlimb development51/3918172/187234.20e-032.89e-0251
GO:00487361ColorectumSERappendage development42/2897172/187231.43e-031.55e-0242
GO:00601731ColorectumSERlimb development42/2897172/187231.43e-031.55e-0242
GO:0035107ColorectumSERappendage morphogenesis33/2897138/187236.10e-034.42e-0233
GO:0035108ColorectumSERlimb morphogenesis33/2897138/187236.10e-034.42e-0233
GO:00487362ColorectumMSSappendage development48/3467172/187231.61e-031.46e-0248
GO:00601732ColorectumMSSlimb development48/3467172/187231.61e-031.46e-0248
GO:0001655ColorectumMSSurogenital system development81/3467338/187236.88e-034.43e-0281
GO:0043588ColorectumFAPskin development58/2622263/187232.44e-043.39e-0358
GO:00351071ColorectumFAPappendage morphogenesis35/2622138/187232.74e-043.66e-0335
GO:00351081ColorectumFAPlimb morphogenesis35/2622138/187232.74e-043.66e-0335
GO:00016551ColorectumFAPurogenital system development70/2622338/187234.26e-045.11e-0370
GO:0072001ColorectumFAPrenal system development63/2622302/187236.59e-047.19e-0363
GO:00487363ColorectumFAPappendage development40/2622172/187237.15e-047.66e-0340
GO:00601733ColorectumFAPlimb development40/2622172/187237.15e-047.66e-0340
GO:0001822ColorectumFAPkidney development61/2622293/187238.38e-048.72e-0361
GO:00016556EndometriumAEHurogenital system development67/2100338/187232.30e-066.76e-0567
GO:00720015EndometriumAEHrenal system development61/2100302/187233.43e-069.24e-0561
GO:00018224EndometriumAEHkidney development57/2100293/187232.25e-054.35e-0457
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa045125ProstateBPHECM-receptor interaction28/171889/84658.33e-032.64e-021.64e-0228
hsa0451212ProstateBPHECM-receptor interaction28/171889/84658.33e-032.64e-021.64e-0228
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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
FRAS1SNVMissense_Mutationc.10261N>Gp.Arg3421Glyp.R3421GQ86XX4protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A2-A0CL-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
FRAS1SNVMissense_Mutationc.4054A>Tp.Ile1352Phep.I1352FQ86XX4protein_codingtolerated(0.2)benign(0.325)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FRAS1SNVMissense_Mutationc.1632N>Cp.Glu544Aspp.E544DQ86XX4protein_codingtolerated(0.5)benign(0.003)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
FRAS1SNVMissense_Mutationc.997C>Tp.His333Tyrp.H333YQ86XX4protein_codingdeleterious(0.03)benign(0.38)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FRAS1SNVMissense_Mutationnovelc.5632C>Tp.Pro1878Serp.P1878SQ86XX4protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FRAS1SNVMissense_Mutationc.11183C>Tp.Thr3728Metp.T3728MQ86XX4protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FRAS1SNVMissense_Mutationc.2774N>Tp.Cys925Phep.C925FQ86XX4protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
FRAS1SNVMissense_Mutationnovelc.7804G>Ap.Val2602Ilep.V2602IQ86XX4protein_codingtolerated(0.15)benign(0.248)TCGA-B6-A0I1-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
FRAS1SNVMissense_Mutationc.4089N>Cp.Glu1363Aspp.E1363DQ86XX4protein_codingtolerated(0.33)benign(0)TCGA-B6-A0IJ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FRAS1SNVMissense_Mutationnovelc.4906N>Gp.Arg1636Glyp.R1636GQ86XX4protein_codingdeleterious(0.02)benign(0.03)TCGA-BH-A0C0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinSD
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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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