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: FCHSD2

Gene summary for FCHSD2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FCHSD2

Gene ID

9873

Gene nameFCH and double SH3 domains 2
Gene AliasNWK
Cytomap11q13.4
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

O94868


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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
9873FCHSD2CA_HPV_1HumanCervixCC2.21e-125.04e-010.0264
9873FCHSD2CCI_1HumanCervixCC1.17e-025.58e-010.528
9873FCHSD2CCI_2HumanCervixCC1.30e-036.26e-010.5249
9873FCHSD2CCI_3HumanCervixCC3.92e-128.33e-010.516
9873FCHSD2AEH-subject1HumanEndometriumAEH2.00e-184.65e-01-0.3059
9873FCHSD2AEH-subject4HumanEndometriumAEH3.74e-114.95e-01-0.2657
9873FCHSD2AEH-subject5HumanEndometriumAEH5.12e-104.09e-01-0.2953
9873FCHSD2EEC-subject1HumanEndometriumEEC3.25e-093.81e-01-0.2682
9873FCHSD2EEC-subject2HumanEndometriumEEC1.90e-104.12e-01-0.2607
9873FCHSD2EEC-subject4HumanEndometriumEEC2.20e-053.23e-01-0.2571
9873FCHSD2EEC-subject5HumanEndometriumEEC1.42e-083.42e-01-0.249
9873FCHSD2GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC7.36e-031.25e-01-0.1916
9873FCHSD2LZE4THumanEsophagusESCC1.19e-038.49e-020.0811
9873FCHSD2LZE20THumanEsophagusESCC1.43e-021.40e-010.0662
9873FCHSD2LZE22THumanEsophagusESCC4.78e-022.44e-010.068
9873FCHSD2LZE24THumanEsophagusESCC2.87e-072.03e-010.0596
9873FCHSD2P2T-EHumanEsophagusESCC2.62e-306.30e-010.1177
9873FCHSD2P4T-EHumanEsophagusESCC1.81e-112.62e-010.1323
9873FCHSD2P5T-EHumanEsophagusESCC2.07e-076.77e-020.1327
9873FCHSD2P8T-EHumanEsophagusESCC1.10e-091.65e-010.0889
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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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
∗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:000701510CervixCCactin filament organization109/2311442/187234.92e-132.45e-10109
GO:003297010CervixCCregulation of actin filament-based process96/2311397/187234.00e-118.54e-0996
GO:190290310CervixCCregulation of supramolecular fiber organization92/2311383/187231.49e-102.48e-0892
GO:003295610CervixCCregulation of actin cytoskeleton organization86/2311358/187235.90e-107.51e-0886
GO:004325410CervixCCregulation of protein-containing complex assembly96/2311428/187232.91e-093.05e-0796
GO:011005310CervixCCregulation of actin filament organization67/2311278/187234.01e-082.54e-0667
GO:005125810CervixCCprotein polymerization70/2311297/187235.20e-083.11e-0670
GO:003227110CervixCCregulation of protein polymerization57/2311233/187232.37e-071.03e-0557
GO:003133410CervixCCpositive regulation of protein-containing complex assembly55/2311237/187232.25e-066.73e-0555
GO:190290510CervixCCpositive regulation of supramolecular fiber organization50/2311209/187232.55e-067.54e-0550
GO:00081549CervixCCactin polymerization or depolymerization51/2311218/187234.05e-061.05e-0451
GO:00300419CervixCCactin filament polymerization45/2311191/187231.20e-052.54e-0445
GO:00325359CervixCCregulation of cellular component size76/2311383/187231.66e-053.21e-0476
GO:00068987CervixCCreceptor-mediated endocytosis53/2311244/187232.52e-054.29e-0453
GO:005149510CervixCCpositive regulation of cytoskeleton organization50/2311226/187232.53e-054.29e-0450
GO:00308339CervixCCregulation of actin filament polymerization40/2311172/187234.90e-057.40e-0440
GO:00080649CervixCCregulation of actin polymerization or depolymerization42/2311188/187238.60e-051.15e-0342
GO:00725836CervixCCclathrin-dependent endocytosis16/231147/187239.56e-051.25e-0316
GO:00308328CervixCCregulation of actin filament length42/2311189/187239.76e-051.27e-0342
GO:003227310CervixCCpositive regulation of protein polymerization33/2311138/187231.23e-041.53e-0333
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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
FCHSD2SNVMissense_Mutationnovelc.559N>Ap.Gln187Lysp.Q187KO94868protein_codingtolerated(0.06)benign(0.039)TCGA-A2-A04Y-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
FCHSD2SNVMissense_Mutationc.653N>Gp.Ala218Glyp.A218GO94868protein_codingdeleterious(0)possibly_damaging(0.787)TCGA-A8-A09A-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
FCHSD2deletionFrame_Shift_Delc.1568delNp.Lys523SerfsTer12p.K523Sfs*12O94868protein_codingTCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
FCHSD2deletionFrame_Shift_Delc.1091delNp.Arg364GlnfsTer4p.R364Qfs*4O94868protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
FCHSD2SNVMissense_Mutationnovelc.1807N>Ap.Asp603Asnp.D603NO94868protein_codingtolerated(0.16)benign(0.412)TCGA-C5-A2LZ-01Cervixcervical & endocervical cancerFemale>=65III/IVUnknownUnknownPD
FCHSD2SNVMissense_Mutationc.2068N>Tp.His690Tyrp.H690YO94868protein_codingtolerated(0.12)benign(0.027)TCGA-EK-A2R8-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FCHSD2SNVMissense_Mutationc.2101N>Gp.Arg701Glyp.R701GO94868protein_codingdeleterious(0.03)benign(0.015)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FCHSD2SNVMissense_Mutationc.1351N>Ap.Asp451Asnp.D451NO94868protein_codingdeleterious(0.02)possibly_damaging(0.494)TCGA-AA-3972-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapycapecitabinePD
FCHSD2SNVMissense_Mutationc.509N>Gp.Asp170Glyp.D170GO94868protein_codingdeleterious(0)possibly_damaging(0.629)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
FCHSD2SNVMissense_Mutationc.908N>Tp.Pro303Leup.P303LO94868protein_codingtolerated(0.19)probably_damaging(0.997)TCGA-F4-6856-01Colorectumcolon adenocarcinomaMale<65I/IIAncillaryleucovorinCR
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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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