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: IFFO1

Gene summary for IFFO1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IFFO1

Gene ID

25900

Gene nameintermediate filament family orphan 1
Gene AliasHOM-TES-103
Cytomap12p13.31
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q0D2I5


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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
25900IFFO1HCC1HumanLiverHCC7.30e-033.06e+000.5336
25900IFFO1S014HumanLiverHCC3.26e-113.63e-010.2254
25900IFFO1S015HumanLiverHCC4.80e-288.26e-010.2375
25900IFFO1S016HumanLiverHCC6.34e-224.52e-010.2243
25900IFFO1S028HumanLiverHCC7.45e-082.79e-010.2503
25900IFFO1S029HumanLiverHCC4.74e-031.64e-010.2581
25900IFFO1ATC12HumanThyroidATC1.42e-265.38e-010.34
25900IFFO1ATC13HumanThyroidATC2.77e-071.56e-010.34
25900IFFO1ATC4HumanThyroidATC5.78e-366.77e-010.34
25900IFFO1ATC5HumanThyroidATC2.60e-071.69e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid 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
GO:00345021LiverHCCprotein localization to chromosome55/795892/187236.12e-043.82e-0355
GO:00063021LiverHCCdouble-strand break repair131/7958251/187231.17e-036.54e-03131
GO:0050000LiverHCCchromosome localization49/795882/187231.20e-036.68e-0349
GO:005000013ThyroidATCchromosome localization49/629382/187231.07e-061.39e-0549
GO:003450212ThyroidATCprotein localization to chromosome52/629392/187235.21e-065.61e-0552
GO:000630212ThyroidATCdouble-strand break repair110/6293251/187234.48e-042.65e-03110
GO:00063031ThyroidATCdouble-strand break repair via nonhomologous end joining33/629366/187234.27e-031.80e-0233
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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
IFFO1SNVMissense_Mutationc.524N>Gp.Ser175Trpp.S175Wprotein_codingdeleterious(0.01)possibly_damaging(0.864)TCGA-A1-A0SK-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
IFFO1SNVMissense_Mutationc.1030N>Ap.Ala344Thrp.A344Tprotein_codingdeleterious(0.01)probably_damaging(0.991)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
IFFO1SNVMissense_Mutationnovelc.800N>Cp.Ile267Thrp.I267Tprotein_codingtolerated(0.3)benign(0.003)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
IFFO1SNVMissense_Mutationrs370846800c.1666N>Ap.Glu556Lysp.E556Kprotein_codingtolerated_low_confidence(0.14)probably_damaging(0.988)TCGA-PL-A8LV-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
IFFO1insertionIn_Frame_Insnovelc.1209_1210insAGAp.Glu403_Glu404insArgp.E403_E404insRprotein_codingTCGA-A8-A09Q-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
IFFO1SNVMissense_Mutationnovelc.526N>Ap.Ser176Thrp.S176Tprotein_codingtolerated(0.34)benign(0.003)TCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
IFFO1SNVMissense_Mutationnovelc.721N>Gp.Leu241Valp.L241Vprotein_codingdeleterious(0.02)probably_damaging(0.98)TCGA-VS-A8EL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
IFFO1insertionFrame_Shift_Insnovelc.527_528insCTp.Ser177CysfsTer73p.S177Cfs*73protein_codingTCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
IFFO1SNVMissense_Mutationrs867248785c.179N>Tp.Pro60Leup.P60Lprotein_codingdeleterious(0)probably_damaging(1)TCGA-A6-6650-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
IFFO1SNVMissense_Mutationrs747627725c.715C>Tp.Arg239Cysp.R239Cprotein_codingdeleterious(0)probably_damaging(0.993)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<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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