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: FAM86C1

Gene summary for FAM86C1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAM86C1

Gene ID

55199

Gene namefamily with sequence similarity 86 member C1, pseudogene
Gene AliasFAM86C
Cytomap11q13.4
Gene Typeunknown
GO ID

GO:0006464

UniProtAcc

NA


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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
55199FAM86C1LZE4THumanEsophagusESCC2.18e-062.03e-010.0811
55199FAM86C1LZE22THumanEsophagusESCC1.54e-044.15e-010.068
55199FAM86C1P2T-EHumanEsophagusESCC5.00e-173.36e-010.1177
55199FAM86C1P4T-EHumanEsophagusESCC4.27e-092.22e-010.1323
55199FAM86C1P9T-EHumanEsophagusESCC8.38e-031.15e-010.1131
55199FAM86C1P11T-EHumanEsophagusESCC4.74e-031.62e-010.1426
55199FAM86C1P12T-EHumanEsophagusESCC3.97e-041.50e-010.1122
55199FAM86C1P16T-EHumanEsophagusESCC4.40e-091.94e-010.1153
55199FAM86C1P17T-EHumanEsophagusESCC2.14e-093.29e-010.1278
55199FAM86C1P20T-EHumanEsophagusESCC3.34e-153.25e-010.1124
55199FAM86C1P21T-EHumanEsophagusESCC9.56e-081.97e-010.1617
55199FAM86C1P22T-EHumanEsophagusESCC3.97e-041.19e-010.1236
55199FAM86C1P23T-EHumanEsophagusESCC6.42e-337.04e-010.108
55199FAM86C1P24T-EHumanEsophagusESCC1.88e-041.06e-010.1287
55199FAM86C1P28T-EHumanEsophagusESCC6.62e-203.78e-010.1149
55199FAM86C1P30T-EHumanEsophagusESCC1.02e-021.75e-010.137
55199FAM86C1P31T-EHumanEsophagusESCC9.44e-071.48e-010.1251
55199FAM86C1P32T-EHumanEsophagusESCC2.27e-213.75e-010.1666
55199FAM86C1P36T-EHumanEsophagusESCC1.55e-041.79e-010.1187
55199FAM86C1P37T-EHumanEsophagusESCC1.14e-346.98e-010.1371
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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
FAM86C1SNVMissense_Mutationrs758817897c.163N>Ap.Glu55Lysp.E55KQ9NVL1protein_codingdeleterious(0.02)probably_damaging(0.935)TCGA-LP-A4AW-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FAM86C1SNVMissense_Mutationnovelc.484N>Gp.Arg162Glyp.R162GQ9NVL1protein_codingdeleterious_low_confidence(0)benign(0.017)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
FAM86C1SNVMissense_Mutationrs149410612c.361C>Tp.Pro121Serp.P121SQ9NVL1protein_codingtolerated_low_confidence(0.18)benign(0.003)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
FAM86C1SNVMissense_Mutationc.338G>Cp.Ser113Thrp.S113TQ9NVL1protein_codingtolerated(0.37)benign(0.08)TCGA-AG-3742-01Colorectumrectum adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FAM86C1insertionFrame_Shift_Insnovelc.252_253insGGTAp.Tyr85GlyfsTer88p.Y85Gfs*88Q9NVL1protein_codingTCGA-AG-A014-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownSD
FAM86C1SNVMissense_Mutationrs771403018c.299N>Tp.Ser100Leup.S100LQ9NVL1protein_codingtolerated(0.3)benign(0)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
FAM86C1SNVMissense_Mutationc.159G>Tp.Lys53Asnp.K53NQ9NVL1protein_codingtolerated(0.06)probably_damaging(0.969)TCGA-B5-A0JY-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapydoxorubicinSD
FAM86C1SNVMissense_Mutationnovelc.463N>Cp.Phe155Leup.F155LQ9NVL1protein_codingtolerated_low_confidence(0.07)benign(0.059)TCGA-DF-A2KN-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
FAM86C1SNVMissense_Mutationnovelc.166G>Ap.Ala56Thrp.A56TQ9NVL1protein_codingdeleterious(0.01)probably_damaging(0.982)TCGA-FI-A2D5-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinumPD
FAM86C1SNVMissense_Mutationc.149N>Cp.Ile50Thrp.I50TQ9NVL1protein_codingdeleterious(0)probably_damaging(0.958)TCGA-66-2778-01Lunglung squamous cell carcinomaFemale>=65III/IVChemotherapycisplatinCR
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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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