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: FER1L6

Gene summary for FER1L6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FER1L6

Gene ID

654463

Gene namefer-1 like family member 6
Gene AliasC8ORFK23
Cytomap8q24.13
Gene Typeprotein-coding
GO ID

GO:0007009

UniProtAcc

Q2WGJ9


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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
654463FER1L6HTA11_2487_2000001011HumanColorectumSER2.01e-022.67e-01-0.1808
654463FER1L6HTA11_78_2000001011HumanColorectumAD6.28e-053.49e-01-0.1088
654463FER1L6HTA11_411_2000001011HumanColorectumSER6.63e-059.28e-01-0.2602
654463FER1L6HTA11_2112_2000001011HumanColorectumSER3.88e-049.70e-01-0.2196
654463FER1L6Pat02-BHumanStomachGC1.08e-133.34e-010.0368
654463FER1L6Pat03-BHumanStomachGC1.84e-032.43e-010.3693
654463FER1L6Pat04-BHumanStomachGC1.80e-123.94e-01-0.1483
654463FER1L6Pat05-BHumanStomachGC2.01e-022.30e-01-0.0353
654463FER1L6Pat06-BHumanStomachGC9.30e-092.45e-01-0.1961
654463FER1L6Pat10-BHumanStomachGC2.06e-064.79e-010.084
654463FER1L6Pat11-BHumanStomachGC3.43e-072.68e-01-0.182
654463FER1L6Pat13-BHumanStomachGC1.66e-053.41e-010.0555
654463FER1L6Pat15-BHumanStomachGC4.46e-063.13e-01-0.0778
654463FER1L6Pat18-BHumanStomachGC4.35e-236.07e-01-0.0432
654463FER1L6Pat19-BHumanStomachGC2.04e-083.47e-010.0826
654463FER1L6Pat22-BHumanStomachGC1.24e-163.94e-01-0.1042
654463FER1L6Pat24-BHumanStomachGC3.34e-052.87e-01-0.1184
654463FER1L6Pat25-AHumanStomachCAG with IM2.85e-112.25e-01-0.1648
654463FER1L6Pat26-AHumanStomachCSG4.59e-132.69e-01-0.2402
654463FER1L6Pat28-AHumanStomachCSG5.25e-082.70e-01-0.2594
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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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
∗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:0007009ColorectumSERplasma membrane organization36/2897142/187231.50e-031.62e-0236
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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
FER1L6SNVMissense_Mutationnovelc.2461C>Ap.Gln821Lysp.Q821KQ2WGJ9protein_codingtolerated(1)benign(0)TCGA-A2-A4RY-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereCR
FER1L6SNVMissense_Mutationrs765039191c.2960C>Tp.Pro987Leup.P987LQ2WGJ9protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A2-A4S1-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FER1L6SNVMissense_Mutationrs200371435c.1891A>Tp.Thr631Serp.T631SQ2WGJ9protein_codingtolerated(0.61)benign(0.001)TCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
FER1L6SNVMissense_Mutationc.2498N>Tp.Tyr833Phep.Y833FQ2WGJ9protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-A8-A09W-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
FER1L6SNVMissense_Mutationc.2004G>Cp.Trp668Cysp.W668CQ2WGJ9protein_codingtolerated(0.18)benign(0.021)TCGA-AC-A23C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapychemoCR
FER1L6SNVMissense_Mutationnovelc.757N>Ap.Glu253Lysp.E253KQ2WGJ9protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FER1L6SNVMissense_Mutationnovelc.3599N>Tp.Arg1200Metp.R1200MQ2WGJ9protein_codingtolerated(0.05)probably_damaging(0.921)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FER1L6SNVMissense_Mutationc.2258N>Ap.Cys753Tyrp.C753YQ2WGJ9protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A0XW-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
FER1L6SNVMissense_Mutationc.3611N>Gp.Asp1204Glyp.D1204GQ2WGJ9protein_codingdeleterious(0)possibly_damaging(0.867)TCGA-BH-A0BZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinCR
FER1L6SNVMissense_Mutationnovelc.4921N>Ap.Asp1641Asnp.D1641NQ2WGJ9protein_codingdeleterious(0)probably_damaging(1)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
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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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