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: FDXR

Gene summary for FDXR

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FDXR

Gene ID

2232

Gene nameferredoxin reductase
Gene AliasADR
Cytomap17q25.1
Gene Typeprotein-coding
GO ID

GO:0006066

UniProtAcc

A0A0A0MT64


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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
2232FDXRLZE2THumanEsophagusESCC2.90e-024.34e-010.082
2232FDXRLZE4THumanEsophagusESCC2.58e-082.10e-010.0811
2232FDXRLZE7THumanEsophagusESCC2.01e-022.17e-010.0667
2232FDXRLZE8THumanEsophagusESCC5.25e-092.95e-010.067
2232FDXRLZE24THumanEsophagusESCC6.49e-236.17e-010.0596
2232FDXRLZE21THumanEsophagusESCC1.44e-075.34e-010.0655
2232FDXRLZE6THumanEsophagusESCC1.50e-031.72e-010.0845
2232FDXRP1T-EHumanEsophagusESCC1.95e-113.67e-010.0875
2232FDXRP2T-EHumanEsophagusESCC2.13e-213.56e-010.1177
2232FDXRP4T-EHumanEsophagusESCC5.23e-144.00e-010.1323
2232FDXRP5T-EHumanEsophagusESCC6.71e-171.59e-010.1327
2232FDXRP8T-EHumanEsophagusESCC6.28e-153.22e-010.0889
2232FDXRP9T-EHumanEsophagusESCC1.93e-143.30e-010.1131
2232FDXRP10T-EHumanEsophagusESCC1.01e-386.17e-010.116
2232FDXRP11T-EHumanEsophagusESCC1.03e-075.18e-010.1426
2232FDXRP12T-EHumanEsophagusESCC1.22e-285.48e-010.1122
2232FDXRP15T-EHumanEsophagusESCC8.19e-204.16e-010.1149
2232FDXRP16T-EHumanEsophagusESCC2.31e-112.54e-010.1153
2232FDXRP17T-EHumanEsophagusESCC4.79e-112.97e-010.1278
2232FDXRP20T-EHumanEsophagusESCC3.22e-601.28e+000.1124
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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
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:0006091110EsophagusESCCgeneration of precursor metabolites and energy331/8552490/187233.86e-238.45e-21331
GO:190166112EsophagusESCCquinone metabolic process34/855240/187233.00e-074.27e-0634
GO:00060668EsophagusESCCalcohol metabolic process202/8552353/187237.32e-067.26e-05202
GO:00067432EsophagusESCCubiquinone metabolic process17/855219/187239.02e-056.50e-0417
GO:00067442EsophagusESCCubiquinone biosynthetic process15/855217/187233.48e-042.03e-0315
GO:19016632EsophagusESCCquinone biosynthetic process15/855217/187233.48e-042.03e-0315
GO:19026524EsophagusESCCsecondary alcohol metabolic process87/8552147/187236.58e-043.50e-0387
GO:00421805EsophagusESCCcellular ketone metabolic process120/8552211/187236.70e-043.55e-03120
GO:00066946EsophagusESCCsteroid biosynthetic process98/8552173/187232.34e-031.03e-0298
GO:00082034EsophagusESCCcholesterol metabolic process79/8552137/187233.11e-031.29e-0279
GO:00161254EsophagusESCCsterol metabolic process86/8552152/187234.37e-031.73e-0286
GO:000609118Oral cavityOSCCgeneration of precursor metabolites and energy286/7305490/187231.45e-181.71e-16286
GO:19016613Oral cavityOSCCquinone metabolic process32/730540/187231.40e-072.34e-0632
GO:00060667Oral cavityOSCCalcohol metabolic process179/7305353/187234.54e-065.21e-05179
GO:00421804Oral cavityOSCCcellular ketone metabolic process111/7305211/187233.94e-053.45e-04111
GO:0006743Oral cavityOSCCubiquinone metabolic process16/730519/187237.05e-055.60e-0416
GO:19026523Oral cavityOSCCsecondary alcohol metabolic process79/7305147/187231.98e-041.33e-0379
GO:0006744Oral cavityOSCCubiquinone biosynthetic process14/730517/187233.31e-042.04e-0314
GO:1901663Oral cavityOSCCquinone biosynthetic process14/730517/187233.31e-042.04e-0314
GO:00066945Oral cavityOSCCsteroid biosynthetic process89/7305173/187235.77e-043.30e-0389
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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
FDXRSNVMissense_Mutationc.92N>Gp.His31Argp.H31Rprotein_codingtolerated(0.79)benign(0)TCGA-A2-A04T-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
FDXRSNVMissense_Mutationc.584N>Ap.Cys195Tyrp.C195Yprotein_codingtolerated(1)benign(0)TCGA-DS-A0VM-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
FDXRSNVMissense_Mutationnovelc.740N>Tp.Arg247Ilep.R247Iprotein_codingdeleterious(0)benign(0.062)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
FDXRSNVMissense_Mutationc.151N>Gp.Phe51Valp.F51Vprotein_codingdeleterious(0)possibly_damaging(0.833)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
FDXRSNVMissense_Mutationnovelc.347N>Cp.Val116Alap.V116Aprotein_codingdeleterious(0)benign(0.382)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
FDXRSNVMissense_Mutationrs778860222c.1093N>Tp.Arg365Trpp.R365Wprotein_codingdeleterious(0)possibly_damaging(0.828)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FDXRSNVMissense_Mutationrs756259973c.5C>Tp.Ala2Valp.A2Vprotein_codingdeleterious_low_confidence(0.03)benign(0.037)TCGA-F4-6570-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FDXRSNVMissense_Mutationnovelc.800N>Tp.Trp267Leup.W267Lprotein_codingtolerated(0.36)benign(0.006)TCGA-AG-A015-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownPD
FDXRSNVMissense_Mutationnovelc.987N>Tp.Glu329Aspp.E329Dprotein_codingtolerated(0.11)benign(0.007)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
FDXRSNVMissense_Mutationc.688N>Ap.Val230Metp.V230Mprotein_codingdeleterious(0)probably_damaging(0.992)TCGA-A5-A0VP-01Endometriumuterine corpus endometrioid carcinomaFemale>=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
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