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
119559SFXN4HTA11_347_2000001011HumanColorectumAD2.11e-073.95e-01-0.1954
119559SFXN4HTA11_866_2000001011HumanColorectumAD9.53e-042.38e-01-0.1001
119559SFXN4HTA11_7696_3000711011HumanColorectumAD1.78e-052.88e-010.0674
119559SFXN4HTA11_7469_2000001011HumanColorectumAD3.33e-037.33e-01-0.0124
119559SFXN4HTA11_99999971662_82457HumanColorectumMSS5.79e-095.40e-010.3859
119559SFXN4A015-C-203HumanColorectumFAP1.48e-05-1.76e-01-0.1294
119559SFXN4A002-C-205HumanColorectumFAP9.51e-05-2.00e-01-0.1236
119559SFXN4A015-C-006HumanColorectumFAP4.23e-02-1.63e-01-0.0994
119559SFXN4A015-C-106HumanColorectumFAP2.81e-02-1.24e-01-0.0511
119559SFXN4A015-C-104HumanColorectumFAP3.12e-04-1.84e-01-0.1899
119559SFXN4A002-C-116HumanColorectumFAP1.50e-03-1.04e-01-0.0452
119559SFXN4A018-E-020HumanColorectumFAP7.11e-03-1.48e-01-0.2034
119559SFXN4LZE2THumanEsophagusESCC1.79e-046.29e-010.082
119559SFXN4LZE4THumanEsophagusESCC6.88e-072.33e-010.0811
119559SFXN4LZE24THumanEsophagusESCC4.83e-246.23e-010.0596
119559SFXN4LZE6THumanEsophagusESCC6.96e-052.88e-010.0845
119559SFXN4P1T-EHumanEsophagusESCC6.88e-053.65e-010.0875
119559SFXN4P2T-EHumanEsophagusESCC2.10e-234.73e-010.1177
119559SFXN4P4T-EHumanEsophagusESCC4.59e-256.44e-010.1323
119559SFXN4P5T-EHumanEsophagusESCC1.21e-225.37e-010.1327
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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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