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: FBXO21

Gene summary for FBXO21

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FBXO21

Gene ID

23014

Gene nameF-box protein 21
Gene AliasFBX21
Cytomap12q24.22
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

A0A024RBL8


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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
23014FBXO21LZE4THumanEsophagusESCC5.66e-122.85e-010.0811
23014FBXO21LZE7THumanEsophagusESCC5.10e-105.87e-010.0667
23014FBXO21LZE8THumanEsophagusESCC1.10e-104.30e-010.067
23014FBXO21LZE20THumanEsophagusESCC1.42e-041.43e-010.0662
23014FBXO21LZE22D1HumanEsophagusHGIN2.78e-031.87e-010.0595
23014FBXO21LZE22THumanEsophagusESCC5.80e-074.04e-010.068
23014FBXO21LZE24THumanEsophagusESCC1.01e-145.32e-010.0596
23014FBXO21LZE21THumanEsophagusESCC1.33e-032.36e-010.0655
23014FBXO21P1T-EHumanEsophagusESCC9.71e-034.24e-010.0875
23014FBXO21P2T-EHumanEsophagusESCC8.90e-831.20e+000.1177
23014FBXO21P4T-EHumanEsophagusESCC3.83e-349.10e-010.1323
23014FBXO21P5T-EHumanEsophagusESCC3.31e-123.12e-010.1327
23014FBXO21P8T-EHumanEsophagusESCC7.46e-305.87e-010.0889
23014FBXO21P9T-EHumanEsophagusESCC2.45e-112.58e-010.1131
23014FBXO21P10T-EHumanEsophagusESCC1.82e-265.49e-010.116
23014FBXO21P11T-EHumanEsophagusESCC4.32e-135.66e-010.1426
23014FBXO21P12T-EHumanEsophagusESCC2.39e-255.94e-010.1122
23014FBXO21P15T-EHumanEsophagusESCC5.58e-276.04e-010.1149
23014FBXO21P16T-EHumanEsophagusESCC2.76e-296.46e-010.1153
23014FBXO21P17T-EHumanEsophagusESCC4.73e-113.43e-010.1278
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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
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
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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
FBXO21SNVMissense_Mutationnovelc.886N>Tp.Arg296Cysp.R296CO94952protein_codingdeleterious(0)possibly_damaging(0.88)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FBXO21SNVMissense_Mutationc.389N>Ap.Gly130Aspp.G130DO94952protein_codingdeleterious(0.01)possibly_damaging(0.792)TCGA-AN-A04C-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FBXO21SNVMissense_Mutationc.938G>Tp.Arg313Leup.R313LO94952protein_codingdeleterious(0.01)possibly_damaging(0.859)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FBXO21SNVMissense_Mutationc.1163N>Cp.Met388Thrp.M388TO94952protein_codingdeleterious(0)probably_damaging(0.968)TCGA-AO-A0J6-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
FBXO21SNVMissense_Mutationc.1870N>Ap.Glu624Lysp.E624KO94952protein_codingtolerated_low_confidence(0.13)benign(0)TCGA-BH-A0HP-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
FBXO21SNVMissense_Mutationc.1438N>Cp.Glu480Glnp.E480QO94952protein_codingtolerated(0.52)benign(0.07)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FBXO21insertionFrame_Shift_Insnovelc.432_433insTp.Glu145Terp.E145*O94952protein_codingTCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FBXO21deletionFrame_Shift_Delnovelc.598_626delNNNNNNNNNNNNNNNNNNNNNNNNNNNNNp.Val200LeufsTer13p.V200Lfs*13O94952protein_codingTCGA-AN-A049-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FBXO21insertionNonsense_Mutationnovelc.1161_1162insTTTTGACACTGTTTCACTTGAATTTTCTCp.Met388PhefsTer2p.M388Ffs*2O94952protein_codingTCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
FBXO21SNVMissense_Mutationnovelc.1477N>Tp.Arg493Cysp.R493CO94952protein_codingdeleterious(0)possibly_damaging(0.719)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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