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: FCGRT

Gene summary for FCGRT

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FCGRT

Gene ID

2217

Gene nameFc fragment of IgG receptor and transporter
Gene AliasFCRN
Cytomap19q13.33
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

A0A024QZI2


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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
2217FCGRTGSM4909282HumanBreastIDC6.04e-03-2.15e-01-0.0288
2217FCGRTGSM4909286HumanBreastIDC2.23e-082.44e-010.1081
2217FCGRTGSM4909290HumanBreastIDC2.47e-06-3.02e-010.2096
2217FCGRTGSM4909291HumanBreastIDC3.93e-146.61e-010.1753
2217FCGRTGSM4909292HumanBreastIDC3.45e-02-4.07e-010.1236
2217FCGRTGSM4909294HumanBreastIDC2.20e-14-3.34e-010.2022
2217FCGRTGSM4909296HumanBreastIDC8.23e-12-3.37e-010.1524
2217FCGRTGSM4909297HumanBreastIDC5.64e-07-6.26e-030.1517
2217FCGRTGSM4909298HumanBreastIDC1.54e-032.70e-010.1551
2217FCGRTGSM4909302HumanBreastIDC2.40e-04-1.79e-010.1545
2217FCGRTGSM4909308HumanBreastIDC9.32e-043.39e-010.158
2217FCGRTGSM4909311HumanBreastIDC9.88e-20-5.64e-020.1534
2217FCGRTGSM4909312HumanBreastIDC1.57e-049.45e-020.1552
2217FCGRTGSM4909313HumanBreastIDC9.23e-032.79e-010.0391
2217FCGRTGSM4909315HumanBreastIDC6.82e-22-4.03e-010.21
2217FCGRTGSM4909316HumanBreastIDC8.46e-08-4.07e-010.21
2217FCGRTGSM4909317HumanBreastIDC4.03e-085.14e-010.1355
2217FCGRTGSM4909318HumanBreastIDC2.81e-045.26e-010.2031
2217FCGRTGSM4909319HumanBreastIDC2.20e-28-4.96e-020.1563
2217FCGRTGSM4909321HumanBreastIDC2.53e-091.59e-010.1559
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
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
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
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:00450565CervixCCtranscytosis7/231121/187231.04e-024.97e-027
GO:0045056ColorectumADtranscytosis10/391821/187235.71e-033.64e-0210
GO:00450561ColorectumSERtranscytosis9/289721/187232.50e-032.33e-029
GO:00450562ColorectumMSStranscytosis10/346721/187232.23e-031.84e-0210
GO:00450563ColorectumFAPtranscytosis8/262221/187235.43e-033.53e-028
GO:00450568EsophagusESCCtranscytosis17/855221/187231.03e-035.19e-0317
GO:00450564LiverCirrhotictranscytosis12/463421/187231.53e-039.98e-0312
GO:004505611LiverHCCtranscytosis15/795821/187237.03e-032.80e-0215
GO:00450567Oral cavityOSCCtranscytosis16/730521/187235.99e-043.39e-0316
GO:004505613Oral cavityLPtranscytosis11/462321/187235.78e-033.44e-0211
GO:00450566ProstateBPHtranscytosis10/310721/187239.32e-045.91e-0310
GO:004505612ProstateTumortranscytosis10/324621/187231.33e-038.31e-0310
GO:00450569SkincSCCtranscytosis12/486421/187232.40e-031.38e-0212
GO:004505614ThyroidPTCtranscytosis14/596821/187231.11e-036.51e-0314
GO:004505621ThyroidATCtranscytosis14/629321/187231.99e-039.54e-0314
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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
FCGRTSNVMissense_Mutationc.617G>Ap.Arg206Hisp.R206HP55899protein_codingtolerated(0.68)probably_damaging(0.968)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
FCGRTdeletionFrame_Shift_Delc.321delNp.Gly109ValfsTer27p.G109Vfs*27P55899protein_codingTCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FCGRTSNVMissense_Mutationnovelc.974N>Ap.Arg325Lysp.R325KP55899protein_codingtolerated(0.19)benign(0.084)TCGA-C5-A8YQ-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
FCGRTSNVMissense_Mutationrs767260789c.700N>Tp.Arg234Trpp.R234WP55899protein_codingdeleterious(0.03)probably_damaging(0.984)TCGA-FU-A3WB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FCGRTSNVMissense_Mutationc.466N>Ap.Glu156Lysp.E156KP55899protein_codingtolerated(0.11)possibly_damaging(0.63)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
FCGRTSNVMissense_Mutationrs373482955c.547N>Tp.Pro183Serp.P183SP55899protein_codingdeleterious(0.04)probably_damaging(0.979)TCGA-CA-6716-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyoxaliplatinCR
FCGRTSNVMissense_Mutationrs144900355c.916N>Ap.Gly306Serp.G306SP55899protein_codingtolerated(0.07)possibly_damaging(0.464)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
FCGRTSNVMissense_Mutationc.917G>Tp.Gly306Valp.G306VP55899protein_codingdeleterious(0.03)benign(0.07)TCGA-F4-6704-01Colorectumcolon adenocarcinomaMale<65III/IVUnknownUnknownSD
FCGRTSNVMissense_Mutationc.356N>Tp.Cys119Phep.C119FP55899protein_codingdeleterious(0)probably_damaging(0.986)TCGA-G4-6298-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyirinotecanPD
FCGRTSNVMissense_Mutationrs777748221c.839N>Tp.Ala280Valp.A280VP55899protein_codingtolerated(0.17)benign(0.003)TCGA-QG-A5Z2-01Colorectumcolon 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
2217FCGRTDRUGGABLE GENOME, EXTERNAL SIDE OF PLASMA MEMBRANEantibody374883846
2217FCGRTDRUGGABLE GENOME, EXTERNAL SIDE OF PLASMA MEMBRANEantibody354702250
2217FCGRTDRUGGABLE GENOME, EXTERNAL SIDE OF PLASMA MEMBRANEantibody354702273ROZANOLIXIZUMAB
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