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: FDX1

Gene summary for FDX1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FDX1

Gene ID

2230

Gene nameferredoxin 1
Gene AliasADX
Cytomap11q22.3
Gene Typeprotein-coding
GO ID

GO:0006066

UniProtAcc

P10109


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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
2230FDX1HTA11_347_2000001011HumanColorectumAD1.23e-072.66e-01-0.1954
2230FDX1A015-C-203HumanColorectumFAP1.13e-08-2.19e-01-0.1294
2230FDX1A001-C-108HumanColorectumFAP1.56e-03-1.79e-01-0.0272
2230FDX1A001-C-104HumanColorectumFAP4.19e-02-1.82e-010.0184
2230FDX1A015-C-106HumanColorectumFAP1.43e-03-1.78e-01-0.0511
2230FDX1A015-C-104HumanColorectumFAP7.36e-09-2.26e-01-0.1899
2230FDX1A002-C-016HumanColorectumFAP6.66e-03-1.58e-010.0521
2230FDX1A002-C-116HumanColorectumFAP4.76e-06-1.98e-01-0.0452
2230FDX1F034HumanColorectumFAP4.70e-04-1.85e-01-0.0665
2230FDX1LZE4THumanEsophagusESCC1.53e-076.67e-020.0811
2230FDX1LZE20THumanEsophagusESCC1.86e-032.35e-010.0662
2230FDX1LZE24THumanEsophagusESCC5.93e-361.30e+000.0596
2230FDX1LZE21THumanEsophagusESCC2.42e-031.08e-010.0655
2230FDX1P1T-EHumanEsophagusESCC2.10e-084.96e-010.0875
2230FDX1P2T-EHumanEsophagusESCC4.02e-315.87e-010.1177
2230FDX1P4T-EHumanEsophagusESCC7.14e-601.53e+000.1323
2230FDX1P5T-EHumanEsophagusESCC4.17e-571.15e+000.1327
2230FDX1P8T-EHumanEsophagusESCC1.01e-224.01e-010.0889
2230FDX1P9T-EHumanEsophagusESCC5.60e-175.93e-010.1131
2230FDX1P10T-EHumanEsophagusESCC1.56e-416.36e-010.116
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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
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
GO:0006091ColorectumADgeneration of precursor metabolites and energy209/3918490/187233.17e-286.61e-25209
GO:0022900ColorectumADelectron transport chain89/3918175/187231.42e-188.91e-1689
GO:0006066ColorectumADalcohol metabolic process106/3918353/187233.02e-055.57e-04106
GO:1901654ColorectumADresponse to ketone59/3918194/187231.14e-031.04e-0259
GO:0051591ColorectumADresponse to cAMP31/391893/187233.59e-032.58e-0231
GO:0071320ColorectumADcellular response to cAMP20/391853/187233.71e-032.62e-0220
GO:0097305ColorectumADresponse to alcohol71/3918253/187234.01e-032.80e-0271
GO:0008202ColorectumADsteroid metabolic process85/3918319/187238.07e-034.75e-0285
GO:00060914ColorectumFAPgeneration of precursor metabolites and energy128/2622490/187235.58e-134.28e-10128
GO:00229004ColorectumFAPelectron transport chain51/2622175/187231.44e-079.03e-0651
GO:00515911ColorectumFAPresponse to cAMP27/262293/187231.26e-042.03e-0327
GO:19016544ColorectumFAPresponse to ketone45/2622194/187233.67e-044.63e-0345
GO:0046683ColorectumFAPresponse to organophosphorus33/2622131/187234.61e-045.39e-0333
GO:00973053ColorectumFAPresponse to alcohol55/2622253/187235.05e-045.78e-0355
GO:00713202ColorectumFAPcellular response to cAMP17/262253/187236.20e-046.82e-0317
GO:0097306ColorectumFAPcellular response to alcohol25/262293/187237.87e-048.29e-0325
GO:0014074ColorectumFAPresponse to purine-containing compound35/2622148/187231.09e-031.05e-0235
GO:00060663ColorectumFAPalcohol metabolic process69/2622353/187232.29e-031.85e-0269
GO:0006091110EsophagusESCCgeneration of precursor metabolites and energy331/8552490/187233.86e-238.45e-21331
GO:0022900110EsophagusESCCelectron transport chain133/8552175/187232.18e-161.67e-14133
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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
FDX1SNVMissense_Mutationnovelc.485A>Gp.Asn162Serp.N162SP10109protein_codingdeleterious(0.01)benign(0.022)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
FDX1SNVMissense_Mutationnovelc.446N>Ap.Arg149Glnp.R149QP10109protein_codingdeleterious(0.01)probably_damaging(1)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
FDX1SNVMissense_Mutationrs367844705c.546G>Tp.Lys182Asnp.K182NP10109protein_codingdeleterious_low_confidence(0.02)possibly_damaging(0.672)TCGA-D1-A103-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
FDX1SNVMissense_Mutationnovelc.514N>Ap.Ala172Thrp.A172TP10109protein_codingtolerated(0.44)benign(0.018)TCGA-DI-A1BU-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapypaclitaxelSD
FDX1SNVMissense_Mutationc.399N>Tp.Glu133Aspp.E133DP10109protein_codingdeleterious(0.03)benign(0.09)TCGA-44-6778-01Lunglung adenocarcinomaMale<65I/IIUnknownUnknownSD
FDX1SNVMissense_Mutationc.418N>Gp.Leu140Valp.L140VP10109protein_codingdeleterious(0)possibly_damaging(0.808)TCGA-55-7994-01Lunglung adenocarcinomaMale>=65I/IIChemotherapycarboplatinCR
FDX1SNVMissense_Mutationnovelc.491C>Gp.Thr164Serp.T164SP10109protein_codingdeleterious(0.01)benign(0.242)TCGA-69-8255-01Lunglung adenocarcinomaMale>=65I/IIUnknownUnknownSD
FDX1SNVMissense_Mutationnovelc.422C>Ap.Ala141Glup.A141EP10109protein_codingdeleterious(0)probably_damaging(0.999)TCGA-CQ-6218-01Oral cavityhead & neck squamous cell carcinomaFemale<65I/IIChemotherapycisplatinSD
FDX1SNVMissense_Mutationnovelc.326C>Gp.Thr109Serp.T109SP10109protein_codingdeleterious(0)benign(0.165)TCGA-CR-6484-01Oral cavityhead & neck squamous cell carcinomaFemale>=65I/IIChemotherapycarboplatinSD
FDX1SNVMissense_Mutationnovelc.263N>Tp.Ser88Phep.S88FP10109protein_codingdeleterious(0)probably_damaging(0.996)TCGA-CV-7427-01Oral cavityhead & neck squamous cell carcinomaFemale>=65I/IIUnknownUnknownPD
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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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