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
115548FCHO2CCI_2HumanCervixCC6.49e-057.40e-010.5249
115548FCHO2CCI_3HumanCervixCC2.22e-056.26e-010.516
115548FCHO2H2HumanCervixHSIL_HPV6.74e-053.12e-010.0632
115548FCHO2HTA11_3410_2000001011HumanColorectumAD6.71e-07-4.56e-010.0155
115548FCHO2HTA11_696_2000001011HumanColorectumAD1.19e-02-2.99e-01-0.1464
115548FCHO2HTA11_866_3004761011HumanColorectumAD3.57e-02-3.64e-010.096
115548FCHO2HTA11_7696_3000711011HumanColorectumAD6.76e-04-3.30e-010.0674
115548FCHO2HTA11_99999970781_79442HumanColorectumMSS7.35e-03-2.79e-010.294
115548FCHO2HTA11_99999971662_82457HumanColorectumMSS1.84e-02-2.90e-010.3859
115548FCHO2HTA11_99999974143_84620HumanColorectumMSS2.35e-10-4.00e-010.3005
115548FCHO2F007HumanColorectumFAP3.22e-02-2.87e-010.1176
115548FCHO2A015-C-203HumanColorectumFAP3.06e-27-4.89e-01-0.1294
115548FCHO2A015-C-204HumanColorectumFAP4.58e-05-3.38e-01-0.0228
115548FCHO2A014-C-040HumanColorectumFAP2.92e-04-5.42e-01-0.1184
115548FCHO2A002-C-201HumanColorectumFAP3.72e-13-3.79e-010.0324
115548FCHO2A002-C-203HumanColorectumFAP1.00e-04-1.50e-010.2786
115548FCHO2A001-C-119HumanColorectumFAP1.66e-03-3.51e-01-0.1557
115548FCHO2A001-C-108HumanColorectumFAP8.25e-14-2.09e-01-0.0272
115548FCHO2A002-C-205HumanColorectumFAP9.71e-19-4.69e-01-0.1236
115548FCHO2A015-C-005HumanColorectumFAP4.00e-03-2.57e-01-0.0336
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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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