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: SFXN4

Gene summary for SFXN4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SFXN4

Gene ID

119559

Gene namesideroflexin 4
Gene AliasBCRM1
Cytomap10q26.11
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q6P4A7


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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
119559SFXN4P36T-EHumanEsophagusESCC8.14e-135.00e-010.1187
119559SFXN4P37T-EHumanEsophagusESCC2.17e-142.95e-010.1371
119559SFXN4P38T-EHumanEsophagusESCC1.87e-042.11e-010.127
119559SFXN4P39T-EHumanEsophagusESCC3.12e-102.83e-010.0894
119559SFXN4P40T-EHumanEsophagusESCC4.83e-021.47e-010.109
119559SFXN4P42T-EHumanEsophagusESCC1.08e-062.99e-010.1175
119559SFXN4P44T-EHumanEsophagusESCC8.83e-082.23e-010.1096
119559SFXN4P47T-EHumanEsophagusESCC2.22e-081.83e-010.1067
119559SFXN4P48T-EHumanEsophagusESCC4.59e-193.43e-010.0959
119559SFXN4P49T-EHumanEsophagusESCC6.41e-068.12e-010.1768
119559SFXN4P52T-EHumanEsophagusESCC5.57e-173.48e-010.1555
119559SFXN4P54T-EHumanEsophagusESCC8.43e-185.01e-010.0975
119559SFXN4P56T-EHumanEsophagusESCC1.47e-091.27e+000.1613
119559SFXN4P57T-EHumanEsophagusESCC8.98e-142.11e-010.0926
119559SFXN4P61T-EHumanEsophagusESCC2.96e-121.29e-010.099
119559SFXN4P62T-EHumanEsophagusESCC1.02e-276.28e-010.1302
119559SFXN4P65T-EHumanEsophagusESCC9.47e-152.60e-010.0978
119559SFXN4P74T-EHumanEsophagusESCC1.27e-184.73e-010.1479
119559SFXN4P75T-EHumanEsophagusESCC2.14e-296.00e-010.1125
119559SFXN4P76T-EHumanEsophagusESCC8.44e-245.35e-010.1207
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
∗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:0006839ColorectumADmitochondrial transport102/3918254/187231.87e-123.08e-10102
GO:1990542ColorectumADmitochondrial transmembrane transport47/3918102/187231.09e-086.52e-0747
GO:00068392ColorectumMSSmitochondrial transport93/3467254/187236.14e-129.82e-1093
GO:19905422ColorectumMSSmitochondrial transmembrane transport41/3467102/187232.70e-071.11e-0541
GO:19905423ColorectumFAPmitochondrial transmembrane transport29/2622102/187231.09e-041.80e-0329
GO:00068394ColorectumFAPmitochondrial transport55/2622254/187235.58e-046.24e-0355
GO:0006839110EsophagusESCCmitochondrial transport187/8552254/187238.35e-209.81e-18187
GO:1990542110EsophagusESCCmitochondrial transmembrane transport72/8552102/187232.94e-074.23e-0672
GO:000683912LiverHCCmitochondrial transport184/7958254/187232.30e-223.83e-20184
GO:199054212LiverHCCmitochondrial transmembrane transport78/7958102/187232.73e-121.26e-1078
GO:000683918Oral cavityOSCCmitochondrial transport162/7305254/187238.96e-166.52e-14162
GO:199054218Oral cavityOSCCmitochondrial transmembrane transport56/7305102/187238.06e-044.32e-0356
GO:000683919Oral cavityLPmitochondrial transport119/4623254/187231.06e-141.33e-12119
GO:199054219Oral cavityLPmitochondrial transmembrane transport37/4623102/187235.93e-033.53e-0237
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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
SFXN4SNVMissense_Mutationrs751311051c.239N>Tp.Ser80Leup.S80LQ6P4A7protein_codingtolerated(1)benign(0.001)TCGA-GM-A3XN-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapypaclitaxelCR
SFXN4insertionIn_Frame_Insnovelc.365_366insGGGGAGATGTTGGCGTCAGACAAGCCTGGGCCCTCATCCp.Phe122delinsLeuGlyArgCysTrpArgGlnThrSerLeuGlyProHisProp.F122delinsLGRCWRQTSLGPHPQ6P4A7protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
SFXN4SNVMissense_Mutationc.306N>Ap.Asn102Lysp.N102KQ6P4A7protein_codingtolerated(1)benign(0.006)TCGA-EK-A3GJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SFXN4SNVMissense_Mutationc.275G>Cp.Ser92Thrp.S92TQ6P4A7protein_codingdeleterious(0.05)benign(0.322)TCGA-AA-3673-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SFXN4SNVMissense_Mutationnovelc.776C>Gp.Thr259Serp.T259SQ6P4A7protein_codingtolerated(0.07)benign(0.259)TCGA-AA-3877-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SFXN4SNVMissense_Mutationnovelc.491G>Ap.Arg164Lysp.R164KQ6P4A7protein_codingtolerated(1)benign(0.137)TCGA-AA-A029-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SFXN4SNVMissense_Mutationc.335C>Ap.Ala112Glup.A112EQ6P4A7protein_codingdeleterious(0)probably_damaging(0.98)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
SFXN4SNVMissense_Mutationrs747282264c.746C>Tp.Thr249Metp.T249MQ6P4A7protein_codingdeleterious(0)probably_damaging(0.998)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
SFXN4SNVMissense_Mutationnovelc.790N>Ap.Pro264Thrp.P264TQ6P4A7protein_codingtolerated(0.07)probably_damaging(0.997)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SFXN4SNVMissense_Mutationrs368065380c.377N>Tp.Thr126Metp.T126MQ6P4A7protein_codingtolerated(0.7)benign(0)TCGA-AJ-A3OK-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinCR
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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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