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: IFFO2

Gene summary for IFFO2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IFFO2

Gene ID

126917

Gene nameintermediate filament family orphan 2
Gene AliasIFFO2
Cytomap1p36.13
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q5TF58


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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
126917IFFO2P30T-EHumanEsophagusESCC2.55e-104.40e-010.137
126917IFFO2P31T-EHumanEsophagusESCC1.39e-196.97e-010.1251
126917IFFO2P32T-EHumanEsophagusESCC6.07e-106.09e-020.1666
126917IFFO2P36T-EHumanEsophagusESCC3.91e-074.89e-020.1187
126917IFFO2P37T-EHumanEsophagusESCC6.70e-138.93e-020.1371
126917IFFO2P40T-EHumanEsophagusESCC3.46e-071.43e-010.109
126917IFFO2P47T-EHumanEsophagusESCC7.16e-061.19e-010.1067
126917IFFO2P52T-EHumanEsophagusESCC6.87e-202.50e-010.1555
126917IFFO2P54T-EHumanEsophagusESCC1.45e-053.25e-010.0975
126917IFFO2P57T-EHumanEsophagusESCC1.24e-062.04e-020.0926
126917IFFO2P61T-EHumanEsophagusESCC9.63e-10-1.76e-010.099
126917IFFO2P62T-EHumanEsophagusESCC9.43e-075.34e-010.1302
126917IFFO2P65T-EHumanEsophagusESCC1.01e-09-1.18e-010.0978
126917IFFO2P74T-EHumanEsophagusESCC3.19e-029.49e-020.1479
126917IFFO2P75T-EHumanEsophagusESCC1.27e-104.65e-010.1125
126917IFFO2P76T-EHumanEsophagusESCC5.52e-10-2.98e-020.1207
126917IFFO2P79T-EHumanEsophagusESCC1.87e-05-2.08e-010.1154
126917IFFO2P80T-EHumanEsophagusESCC7.62e-251.25e+000.155
126917IFFO2P82T-EHumanEsophagusESCC4.14e-03-1.60e-020.1072
126917IFFO2P83T-EHumanEsophagusESCC4.31e-08-4.54e-020.1738
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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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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
IFFO2SNVMissense_Mutationnovelc.773N>Cp.Ile258Thrp.I258TQ5TF58protein_codingdeleterious(0)benign(0.169)TCGA-AR-A2LN-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyletrozoleSD
IFFO2insertionFrame_Shift_Insnovelc.921_922insATGAGATAp.Ala308MetfsTer3p.A308Mfs*3Q5TF58protein_codingTCGA-AN-A0FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
IFFO2insertionFrame_Shift_Insnovelc.920_921insTCTTGCCp.Ala308LeufsTer25p.A308Lfs*25Q5TF58protein_codingTCGA-AN-A0FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
IFFO2insertionFrame_Shift_Insnovelc.1036_1037insTGCCTACCTCTGCCTCCCAAAGTp.Arg346LeufsTer18p.R346Lfs*18Q5TF58protein_codingTCGA-AO-A0J4-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
IFFO2SNVMissense_Mutationrs779567006c.1346N>Cp.Met449Thrp.M449TQ5TF58protein_codingdeleterious(0)probably_damaging(0.954)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
IFFO2SNVMissense_Mutationnovelc.762G>Tp.Met254Ilep.M254IQ5TF58protein_codingdeleterious(0)benign(0.011)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
IFFO2SNVMissense_Mutationc.946N>Ap.Val316Metp.V316MQ5TF58protein_codingtolerated(1)benign(0.024)TCGA-AY-6197-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
IFFO2SNVMissense_Mutationnovelc.1261G>Ap.Glu421Lysp.E421KQ5TF58protein_codingdeleterious(0)probably_damaging(0.993)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
IFFO2SNVMissense_Mutationrs774951387c.1441G>Ap.Ala481Thrp.A481TQ5TF58protein_codingtolerated(0.15)possibly_damaging(0.855)TCGA-F4-6856-01Colorectumcolon adenocarcinomaMale<65I/IIAncillaryleucovorinCR
IFFO2SNVMissense_Mutationnovelc.1296G>Tp.Gln432Hisp.Q432HQ5TF58protein_codingdeleterious(0.01)probably_damaging(0.995)TCGA-AG-3726-01Colorectumrectum 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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