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: FAM171A1

Gene summary for FAM171A1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAM171A1

Gene ID

221061

Gene namefamily with sequence similarity 171 member A1
Gene AliasAPCN
Cytomap10p13
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

B3KMX9


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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
221061FAM171A1HTA11_3410_2000001011HumanColorectumAD2.72e-10-5.15e-010.0155
221061FAM171A1HTA11_3361_2000001011HumanColorectumAD3.45e-03-5.12e-01-0.1207
221061FAM171A1HTA11_99999974143_84620HumanColorectumMSS4.14e-22-6.38e-010.3005
221061FAM171A1F007HumanColorectumFAP1.27e-06-5.01e-010.1176
221061FAM171A1A002-C-010HumanColorectumFAP1.15e-12-3.64e-010.242
221061FAM171A1A001-C-207HumanColorectumFAP3.04e-06-3.59e-010.1278
221061FAM171A1A015-C-203HumanColorectumFAP2.56e-39-5.28e-01-0.1294
221061FAM171A1A015-C-204HumanColorectumFAP1.16e-08-4.57e-01-0.0228
221061FAM171A1A014-C-040HumanColorectumFAP5.17e-04-2.11e-01-0.1184
221061FAM171A1A002-C-201HumanColorectumFAP3.82e-23-6.08e-010.0324
221061FAM171A1A002-C-203HumanColorectumFAP2.80e-16-5.28e-010.2786
221061FAM171A1A001-C-119HumanColorectumFAP2.94e-08-4.33e-01-0.1557
221061FAM171A1A001-C-108HumanColorectumFAP3.49e-26-5.10e-01-0.0272
221061FAM171A1A002-C-205HumanColorectumFAP5.82e-28-6.26e-01-0.1236
221061FAM171A1A001-C-104HumanColorectumFAP1.00e-06-2.95e-010.0184
221061FAM171A1A015-C-005HumanColorectumFAP1.33e-08-4.59e-01-0.0336
221061FAM171A1A015-C-006HumanColorectumFAP1.08e-20-5.18e-01-0.0994
221061FAM171A1A015-C-106HumanColorectumFAP7.43e-13-3.21e-01-0.0511
221061FAM171A1A002-C-114HumanColorectumFAP2.66e-22-5.20e-01-0.1561
221061FAM171A1A015-C-104HumanColorectumFAP1.05e-42-5.99e-01-0.1899
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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
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
∗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:0007015ColorectumADactin filament organization167/3918442/187231.65e-167.94e-14167
GO:0022604ColorectumADregulation of cell morphogenesis109/3918309/187233.08e-092.07e-07109
GO:0061572ColorectumADactin filament bundle organization60/3918161/187231.33e-064.23e-0560
GO:0051017ColorectumADactin filament bundle assembly58/3918157/187232.74e-067.89e-0558
GO:0008360ColorectumADregulation of cell shape56/3918154/187237.01e-061.73e-0456
GO:0031032ColorectumADactomyosin structure organization65/3918196/187234.17e-057.37e-0465
GO:0030038ColorectumADcontractile actin filament bundle assembly39/3918106/187231.22e-041.78e-0339
GO:0043149ColorectumADstress fiber assembly39/3918106/187231.22e-041.78e-0339
GO:00070152ColorectumMSSactin filament organization146/3467442/187231.16e-132.67e-11146
GO:00226042ColorectumMSSregulation of cell morphogenesis103/3467309/187232.70e-102.56e-08103
GO:00083602ColorectumMSSregulation of cell shape52/3467154/187234.40e-061.24e-0452
GO:00615722ColorectumMSSactin filament bundle organization50/3467161/187238.18e-051.35e-0350
GO:00510172ColorectumMSSactin filament bundle assembly49/3467157/187238.35e-051.36e-0349
GO:00310322ColorectumMSSactomyosin structure organization53/3467196/187232.04e-031.75e-0253
GO:00300382ColorectumMSScontractile actin filament bundle assembly32/3467106/187232.41e-031.96e-0232
GO:00431492ColorectumMSSstress fiber assembly32/3467106/187232.41e-031.96e-0232
GO:00070154ColorectumFAPactin filament organization125/2622442/187231.97e-153.03e-12125
GO:00226044ColorectumFAPregulation of cell morphogenesis87/2622309/187234.89e-111.87e-0887
GO:00615723ColorectumFAPactin filament bundle organization49/2622161/187235.69e-084.30e-0649
GO:00510173ColorectumFAPactin filament bundle assembly48/2622157/187236.62e-084.56e-0648
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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
FAM171A1SNVMissense_Mutationc.1828N>Ap.Glu610Lysp.E610KQ5VUB5protein_codingdeleterious(0.03)benign(0.341)TCGA-A1-A0SI-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FAM171A1SNVMissense_Mutationc.768N>Cp.Lys256Asnp.K256NQ5VUB5protein_codingdeleterious(0)probably_damaging(0.99)TCGA-A2-A04W-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
FAM171A1SNVMissense_Mutationc.2388N>Cp.Gln796Hisp.Q796HQ5VUB5protein_codingtolerated(0.07)possibly_damaging(0.446)TCGA-A8-A06Q-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
FAM171A1SNVMissense_Mutationc.1896N>Tp.Gln632Hisp.Q632HQ5VUB5protein_codingtolerated(0.15)benign(0.062)TCGA-A8-A06Q-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
FAM171A1SNVMissense_Mutationc.2305N>Ap.Val769Ilep.V769IQ5VUB5protein_codingtolerated(0.23)benign(0.024)TCGA-AR-A254-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapypaclitaxelSD
FAM171A1SNVMissense_Mutationrs764160938c.731C>Tp.Ala244Valp.A244VQ5VUB5protein_codingtolerated(0.12)possibly_damaging(0.524)TCGA-BH-A0BO-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FAM171A1SNVMissense_Mutationc.1421N>Tp.Arg474Ilep.R474IQ5VUB5protein_codingtolerated(0.26)benign(0.003)TCGA-BH-A1F2-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
FAM171A1insertionIn_Frame_Insnovelc.1090_1091insGCAGGAp.Leu364delinsCysArgMetp.L364delinsCRMQ5VUB5protein_codingTCGA-AN-A04A-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
FAM171A1insertionFrame_Shift_Insnovelc.1088_1089insGTGGTGGCCAGCTGCCCAGCp.Asn363LysfsTer38p.N363Kfs*38Q5VUB5protein_codingTCGA-AN-A04A-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
FAM171A1insertionFrame_Shift_Insnovelc.1292_1293insGGACCGCAGACCCACTGAATGTATGATGTCGCGATCAGTAGATCp.Leu432AspfsTer50p.L432Dfs*50Q5VUB5protein_codingTCGA-AO-A0JB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
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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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