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: FCHO2

Gene summary for FCHO2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FCHO2

Gene ID

115548

Gene nameFCH and mu domain containing endocytic adaptor 2
Gene AliasFCHO2
Cytomap5q13.2
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q0JRZ9


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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
115548FCHO2RNA-P25T1-P25T1-4HumanLungAIS1.26e-106.46e-01-0.2119
115548FCHO2RNA-P6T2-P6T2-1HumanLungIAC6.96e-197.08e-01-0.0166
115548FCHO2RNA-P6T2-P6T2-2HumanLungIAC3.50e-358.96e-01-0.0132
115548FCHO2RNA-P6T2-P6T2-3HumanLungIAC2.15e-349.16e-01-0.013
115548FCHO2RNA-P6T2-P6T2-4HumanLungIAC9.58e-298.65e-01-0.0121
115548FCHO2RNA-P7T1-P7T1-2HumanLungAIS8.62e-034.86e-01-0.0876
115548FCHO2RNA-P7T1-P7T1-3HumanLungAIS5.27e-057.51e-01-0.0822
115548FCHO2RNA-P7T1-P7T1-4HumanLungAIS6.21e-035.37e-01-0.0809
115548FCHO2male-WTAHumanThyroidPTC7.56e-181.70e-010.1037
115548FCHO2PTC01HumanThyroidPTC2.63e-045.44e-020.1899
115548FCHO2PTC03HumanThyroidPTC3.42e-104.37e-010.1784
115548FCHO2PTC04HumanThyroidPTC3.36e-469.98e-010.1927
115548FCHO2PTC05HumanThyroidPTC4.62e-259.66e-010.2065
115548FCHO2PTC06HumanThyroidPTC3.86e-267.54e-010.2057
115548FCHO2PTC07HumanThyroidPTC5.09e-396.67e-010.2044
115548FCHO2ATC12HumanThyroidATC8.59e-065.79e-020.34
115548FCHO2ATC13HumanThyroidATC1.91e-163.59e-010.34
115548FCHO2ATC2HumanThyroidATC9.05e-053.52e-010.34
115548FCHO2ATC4HumanThyroidATC5.20e-091.11e-010.34
115548FCHO2ATC5HumanThyroidATC6.78e-314.00e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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:007265910CervixCCprotein localization to plasma membrane73/2311284/187234.95e-106.73e-0873
GO:19907788CervixCCprotein localization to cell periphery78/2311333/187231.22e-089.73e-0778
GO:00068987CervixCCreceptor-mediated endocytosis53/2311244/187232.52e-054.29e-0453
GO:00725836CervixCCclathrin-dependent endocytosis16/231147/187239.56e-051.25e-0316
GO:00484883CervixCCsynaptic vesicle endocytosis16/231162/187232.87e-031.91e-0216
GO:01402383CervixCCpresynaptic endocytosis16/231162/187232.87e-031.91e-0216
GO:00482686CervixCCclathrin coat assembly7/231118/187233.99e-032.48e-027
GO:00364655CervixCCsynaptic vesicle recycling17/231175/187238.87e-034.53e-0217
GO:00103243CervixCCmembrane invagination28/2311144/187239.50e-034.72e-0228
GO:001032411CervixHSIL_HPVmembrane invagination17/737144/187235.28e-051.30e-0317
GO:000689814CervixHSIL_HPVreceptor-mediated endocytosis20/737244/187231.64e-031.78e-0220
GO:007265913CervixHSIL_HPVprotein localization to plasma membrane21/737284/187234.36e-033.68e-0221
GO:0072659ColorectumADprotein localization to plasma membrane122/3918284/187232.86e-171.49e-14122
GO:1990778ColorectumADprotein localization to cell periphery129/3918333/187235.51e-141.15e-11129
GO:0072583ColorectumADclathrin-dependent endocytosis24/391847/187234.60e-061.22e-0424
GO:0006898ColorectumADreceptor-mediated endocytosis76/3918244/187231.07e-041.59e-0376
GO:0048268ColorectumADclathrin coat assembly10/391818/187231.31e-031.15e-0210
GO:0099003ColorectumADvesicle-mediated transport in synapse57/3918200/187236.53e-034.06e-0257
GO:00726592ColorectumMSSprotein localization to plasma membrane113/3467284/187233.23e-171.55e-14113
GO:19907782ColorectumMSSprotein localization to cell periphery120/3467333/187232.02e-145.47e-12120
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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
FCHO2SNVMissense_Mutationc.634N>Gp.His212Aspp.H212DQ0JRZ9protein_codingdeleterious(0)benign(0.043)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
FCHO2SNVMissense_Mutationnovelc.1714N>Tp.Asp572Tyrp.D572YQ0JRZ9protein_codingdeleterious(0)probably_damaging(0.936)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FCHO2SNVMissense_Mutationc.830N>Tp.Ser277Ilep.S277IQ0JRZ9protein_codingtolerated(0.47)benign(0.001)TCGA-D8-A140-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicin+cyclophosphamidSD
FCHO2SNVMissense_Mutationnovelc.1225A>Gp.Lys409Glup.K409EQ0JRZ9protein_codingtolerated(0.16)benign(0.039)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FCHO2SNVMissense_Mutationnovelc.1981G>Ap.Val661Ilep.V661IQ0JRZ9protein_codingtolerated(0.24)possibly_damaging(0.549)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FCHO2SNVMissense_Mutationc.607N>Gp.Gln203Glup.Q203EQ0JRZ9protein_codingdeleterious(0)benign(0.06)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
FCHO2SNVMissense_Mutationnovelc.1223N>Tp.Thr408Ilep.T408IQ0JRZ9protein_codingtolerated(0.19)benign(0.143)TCGA-VS-A9V4-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
FCHO2SNVMissense_Mutationc.1789N>Gp.Arg597Glyp.R597GQ0JRZ9protein_codingdeleterious(0)possibly_damaging(0.809)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FCHO2SNVMissense_Mutationc.2047A>Gp.Thr683Alap.T683AQ0JRZ9protein_codingtolerated(0.72)benign(0.246)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
FCHO2SNVMissense_Mutationc.1132A>Cp.Lys378Glnp.K378QQ0JRZ9protein_codingdeleterious(0)benign(0.419)TCGA-AA-3977-01Colorectumcolon 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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