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: FAM71D

Gene summary for FAM71D

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAM71D

Gene ID

161142

Gene namefamily with sequence similarity 71 member D
Gene AliasC14orf54
Cytomap14q23.3
Gene Typeprotein-coding
GO ID

NA

UniProtAcc

Q8N9W8


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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
161142FAM71DHTA11_2487_2000001011HumanColorectumSER4.35e-082.05e-01-0.1808
161142FAM71DHTA11_1938_2000001011HumanColorectumAD1.07e-031.40e-01-0.0811
161142FAM71DHTA11_78_2000001011HumanColorectumAD6.77e-082.17e-01-0.1088
161142FAM71DHTA11_347_2000001011HumanColorectumAD3.31e-132.47e-01-0.1954
161142FAM71DHTA11_411_2000001011HumanColorectumSER4.21e-043.57e-01-0.2602
161142FAM71DHTA11_3361_2000001011HumanColorectumAD2.13e-031.58e-01-0.1207
161142FAM71DHTA11_696_2000001011HumanColorectumAD9.55e-091.75e-01-0.1464
161142FAM71DHTA11_866_2000001011HumanColorectumAD2.07e-071.66e-01-0.1001
161142FAM71DHTA11_1391_2000001011HumanColorectumAD7.70e-113.66e-01-0.059
161142FAM71DHTA11_546_2000001011HumanColorectumAD4.47e-031.57e-01-0.0842
161142FAM71DHTA11_866_3004761011HumanColorectumAD3.35e-041.49e-010.096
161142FAM71DHTA11_7696_3000711011HumanColorectumAD2.05e-061.59e-010.0674
161142FAM71DHTA11_6818_2000001011HumanColorectumAD2.29e-032.63e-010.0112
161142FAM71DHTA11_6818_2000001021HumanColorectumAD3.24e-082.89e-010.0588
161142FAM71DHTA11_99999970781_79442HumanColorectumMSS1.92e-049.83e-020.294
161142FAM71DHTA11_99999971662_82457HumanColorectumMSS8.44e-122.61e-010.3859
161142FAM71DHTA11_99999973899_84307HumanColorectumMSS2.74e-022.02e-010.2585
161142FAM71DHTA11_99999974143_84620HumanColorectumMSS4.25e-051.23e-010.3005
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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
∗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
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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
FAM71DSNVMissense_Mutationnovelc.701N>Gp.Phe234Cysp.F234CQ8N9W8protein_codingdeleterious_low_confidence(0)probably_damaging(0.921)TCGA-A2-A1FW-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
FAM71DSNVMissense_Mutationnovelc.467N>Gp.Ser156Cysp.S156CQ8N9W8protein_codingdeleterious(0)possibly_damaging(0.815)TCGA-AC-A5EH-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FAM71DinsertionIn_Frame_Insnovelc.648_649insACTp.Thr216dupp.T216dupQ8N9W8protein_codingTCGA-A2-A04Y-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
FAM71DinsertionFrame_Shift_Insnovelc.100_101insCTTTAGGACCTTCTTCTAAGCCTCTGACAAGTTTCATp.Asp34AlafsTer38p.D34Afs*38Q8N9W8protein_codingTCGA-BH-A0HX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadrimycinSD
FAM71DSNVMissense_Mutationc.1206N>Gp.Ile402Metp.I402MQ8N9W8protein_codingtolerated_low_confidence(0.07)benign(0.233)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FAM71DSNVMissense_Mutationc.874N>Cp.Glu292Glnp.E292QQ8N9W8protein_codingdeleterious_low_confidence(0)probably_damaging(0.994)TCGA-UC-A7PF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FAM71DSNVMissense_Mutationnovelc.674N>Ap.Pro225Hisp.P225HQ8N9W8protein_codingdeleterious_low_confidence(0)benign(0.017)TCGA-AA-3855-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FAM71DSNVMissense_Mutationc.82N>Tp.Asp28Tyrp.D28YQ8N9W8protein_codingdeleterious(0.04)benign(0)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
FAM71DSNVMissense_Mutationnovelc.1211C>Ap.Ser404Tyrp.S404YQ8N9W8protein_codingdeleterious_low_confidence(0.03)possibly_damaging(0.605)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
FAM71DSNVMissense_Mutationrs780986907c.773N>Tp.Pro258Leup.P258LQ8N9W8protein_codingdeleterious_low_confidence(0)possibly_damaging(0.9)TCGA-F4-6570-01Colorectumcolon 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
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