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: SFXN3

Gene summary for SFXN3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SFXN3

Gene ID

81855

Gene namesideroflexin 3
Gene AliasBA108L7.2
Cytomap10q24.31
Gene Typeprotein-coding
GO ID

GO:0003333

UniProtAcc

A0A1P0AYU5


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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
81855SFXN3LZE4THumanEsophagusESCC2.41e-051.34e-010.0811
81855SFXN3LZE24THumanEsophagusESCC5.89e-032.24e-010.0596
81855SFXN3P2T-EHumanEsophagusESCC2.10e-118.27e-020.1177
81855SFXN3P4T-EHumanEsophagusESCC4.51e-062.07e-010.1323
81855SFXN3P5T-EHumanEsophagusESCC3.36e-081.34e-010.1327
81855SFXN3P8T-EHumanEsophagusESCC1.19e-061.07e-010.0889
81855SFXN3P10T-EHumanEsophagusESCC4.30e-188.42e-020.116
81855SFXN3P11T-EHumanEsophagusESCC1.45e-135.68e-010.1426
81855SFXN3P12T-EHumanEsophagusESCC3.10e-091.55e-010.1122
81855SFXN3P15T-EHumanEsophagusESCC3.45e-061.86e-010.1149
81855SFXN3P16T-EHumanEsophagusESCC3.10e-131.99e-010.1153
81855SFXN3P17T-EHumanEsophagusESCC2.68e-023.44e-010.1278
81855SFXN3P19T-EHumanEsophagusESCC3.00e-044.63e-010.1662
81855SFXN3P21T-EHumanEsophagusESCC7.37e-152.75e-010.1617
81855SFXN3P22T-EHumanEsophagusESCC1.28e-099.95e-020.1236
81855SFXN3P23T-EHumanEsophagusESCC4.30e-021.13e-010.108
81855SFXN3P24T-EHumanEsophagusESCC5.57e-102.04e-010.1287
81855SFXN3P26T-EHumanEsophagusESCC8.66e-131.34e-010.1276
81855SFXN3P27T-EHumanEsophagusESCC1.50e-021.28e-010.1055
81855SFXN3P28T-EHumanEsophagusESCC4.56e-051.23e-010.1149
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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
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: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:0032329Oral cavityOSCCserine transport9/730511/187234.85e-031.92e-029
GO:000683919Oral cavityLPmitochondrial transport119/4623254/187231.06e-141.33e-12119
GO:199054219Oral cavityLPmitochondrial transmembrane transport37/4623102/187235.93e-033.53e-0237
GO:00323291Oral cavityLPserine transport7/462311/187237.01e-033.96e-027
GO:000683928ThyroidPTCmitochondrial transport150/5968254/187232.76e-193.34e-17150
GO:199054225ThyroidPTCmitochondrial transmembrane transport57/5968102/187234.49e-077.38e-0657
GO:000683929ThyroidATCmitochondrial transport151/6293254/187232.07e-172.14e-15151
GO:199054226ThyroidATCmitochondrial transmembrane transport57/6293102/187233.05e-063.49e-0557
GO:00323292ThyroidATCserine transport8/629311/187239.31e-033.44e-028
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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
SFXN3SNVMissense_Mutationrs138356625c.283N>Tp.Arg95Cysp.R95CQ9BWM7protein_codingdeleterious(0)probably_damaging(0.999)TCGA-EW-A1IZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereSD
SFXN3SNVMissense_Mutationc.931G>Ap.Glu311Lysp.E311KQ9BWM7protein_codingtolerated(1)benign(0.001)TCGA-GM-A2DO-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenCR
SFXN3SNVMissense_Mutationnovelc.896G>Ap.Ser299Asnp.S299NQ9BWM7protein_codingtolerated(0.18)benign(0.03)TCGA-MA-AA3Z-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SFXN3SNVMissense_Mutationc.494C>Tp.Ala165Valp.A165VQ9BWM7protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
SFXN3SNVMissense_Mutationc.200N>Tp.Thr67Ilep.T67IQ9BWM7protein_codingdeleterious(0.01)probably_damaging(0.93)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
SFXN3SNVMissense_Mutationnovelc.707G>Tp.Arg236Ilep.R236IQ9BWM7protein_codingdeleterious(0)probably_damaging(0.967)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
SFXN3SNVMissense_Mutationc.685A>Gp.Ile229Valp.I229VQ9BWM7protein_codingtolerated(0.06)benign(0.277)TCGA-G5-6233-01Colorectumrectum adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPD
SFXN3SNVMissense_Mutationrs763079710c.113N>Ap.Arg38Glnp.R38QQ9BWM7protein_codingdeleterious(0.04)possibly_damaging(0.889)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
SFXN3SNVMissense_Mutationrs146965455c.202N>Ap.Glu68Lysp.E68KQ9BWM7protein_codingtolerated(0.55)benign(0.147)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
SFXN3SNVMissense_Mutationnovelc.639N>Tp.Glu213Aspp.E213DQ9BWM7protein_codingtolerated(0.14)benign(0.119)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
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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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