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: RFXANK

Gene summary for RFXANK

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RFXANK

Gene ID

8625

Gene nameregulatory factor X associated ankyrin containing protein
Gene AliasANKRA1
Cytomap19p13.11
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

O14593


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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
8625RFXANKP91T-EHumanEsophagusESCC1.70e-171.70e+000.1828
8625RFXANKP94T-EHumanEsophagusESCC5.12e-045.52e-010.0879
8625RFXANKP104T-EHumanEsophagusESCC3.46e-086.01e-010.0931
8625RFXANKP107T-EHumanEsophagusESCC7.36e-431.02e+000.171
8625RFXANKP126T-EHumanEsophagusESCC2.97e-078.24e-010.1125
8625RFXANKP127T-EHumanEsophagusESCC5.41e-193.06e-010.0826
8625RFXANKP128T-EHumanEsophagusESCC2.62e-451.35e+000.1241
8625RFXANKP130T-EHumanEsophagusESCC2.19e-541.09e+000.1676
8625RFXANKHCC1_MengHumanLiverHCC1.03e-812.25e-010.0246
8625RFXANKHCC2_MengHumanLiverHCC1.76e-291.21e-010.0107
8625RFXANKcirrhotic1HumanLiverCirrhotic4.69e-071.64e-010.0202
8625RFXANKcirrhotic2HumanLiverCirrhotic8.04e-051.05e-010.0201
8625RFXANKcirrhotic3HumanLiverCirrhotic8.09e-081.95e-010.0215
8625RFXANKHCC2HumanLiverHCC4.60e-043.08e+000.5341
8625RFXANKPt13.bHumanLiverHCC1.68e-069.38e-020.0251
8625RFXANKPt14.aHumanLiverHCC8.84e-042.44e-010.0169
8625RFXANKPt14.bHumanLiverHCC1.54e-073.08e-010.018
8625RFXANKS014HumanLiverHCC2.35e-281.21e+000.2254
8625RFXANKS015HumanLiverHCC6.49e-301.47e+000.2375
8625RFXANKS016HumanLiverHCC6.22e-331.17e+000.2243
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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
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:000726510EsophagusESCCRas protein signal transduction201/8552337/187231.44e-072.30e-06201
GO:000726511LiverCirrhoticRas protein signal transduction119/4634337/187238.16e-061.22e-04119
GO:000726521LiverHCCRas protein signal transduction187/7958337/187238.89e-071.35e-05187
GO:00072659Oral cavityOSCCRas protein signal transduction185/7305337/187231.95e-094.60e-08185
GO:000726515Oral cavityLPRas protein signal transduction109/4623337/187238.44e-047.36e-03109
GO:000726523SkincSCCRas protein signal transduction132/4864337/187236.17e-081.57e-06132
GO:000726519ThyroidPTCRas protein signal transduction162/5968337/187233.16e-101.02e-08162
GO:000726524ThyroidATCRas protein signal transduction172/6293337/187232.25e-117.96e-10172
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa051527EsophagusESCCTuberculosis111/4205180/84657.14e-042.32e-031.19e-03111
hsa0461230EsophagusESCCAntigen processing and presentation51/420578/84653.57e-039.34e-034.78e-0351
hsa0515212EsophagusESCCTuberculosis111/4205180/84657.14e-042.32e-031.19e-03111
hsa04612114EsophagusESCCAntigen processing and presentation51/420578/84653.57e-039.34e-034.78e-0351
hsa0461214LiverCirrhoticAntigen processing and presentation36/253078/84651.69e-038.01e-034.94e-0336
hsa0461215LiverCirrhoticAntigen processing and presentation36/253078/84651.69e-038.01e-034.94e-0336
hsa051526Oral cavityOSCCTuberculosis105/3704180/84655.00e-052.04e-041.04e-04105
hsa0461229Oral cavityOSCCAntigen processing and presentation47/370478/84652.37e-036.35e-033.23e-0347
hsa0515211Oral cavityOSCCTuberculosis105/3704180/84655.00e-052.04e-041.04e-04105
hsa04612113Oral cavityOSCCAntigen processing and presentation47/370478/84652.37e-036.35e-033.23e-0347
hsa04612210Oral cavityLPAntigen processing and presentation37/241878/84652.98e-041.60e-031.03e-0337
hsa0515221Oral cavityLPTuberculosis65/2418180/84651.60e-024.92e-023.17e-0265
hsa0461237Oral cavityLPAntigen processing and presentation37/241878/84652.98e-041.60e-031.03e-0337
hsa0515231Oral cavityLPTuberculosis65/2418180/84651.60e-024.92e-023.17e-0265
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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
RFXANKCD8TEREXBreastADJUSP28,ITGA2,SNIP1, etc.1.84e-02The 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.
RFXANKBMEMBreastDCISUSP28,ITGA2,SNIP1, etc.8.80e-02The 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.
RFXANKCD8TEFFCervixADJS100B,LTF,ERCC1, etc.1.87e-02The 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.
RFXANKCD8TEXINTCervixCCS100B,LTF,ERCC1, etc.1.72e-01The 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.
RFXANKCD8TEXPCervixCCS100B,LTF,ERCC1, etc.4.13e-02The 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.
RFXANKCD8TEXINTCervixHSIL_HPVS100B,LTF,ERCC1, etc.9.89e-02The 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.
RFXANKCILIAEndometriumAEHDNAJC3-DT,C10orf95,LINC01560, etc.2.39e-01The 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.
RFXANKPROEsophagusHealthyC10orf10,THRAP3,CNFN, etc.1.57e-01The 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.
RFXANKBASLungHealthyC16orf89,MSMB,FGFBP1, etc.9.71e-02The 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.
RFXANKPLAPancreasADJSLC35E2B,CCND1,ACP5, etc.2.59e-02The 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.
∗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
RFXANKSNVMissense_Mutationc.97N>Cp.Asp33Hisp.D33HO14593protein_codingdeleterious_low_confidence(0)possibly_damaging(0.883)TCGA-C8-A274-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
RFXANKSNVMissense_Mutationnovelc.240N>Ap.Asn80Lysp.N80KO14593protein_codingdeleterious(0)probably_damaging(0.995)TCGA-JL-A3YW-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
RFXANKinsertionFrame_Shift_Insnovelc.555_556insCAACCGGCAGCGAGGGAACGAGGp.Tyr186GlnfsTer26p.Y186Qfs*26O14593protein_codingTCGA-BH-A0E2-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
RFXANKSNVMissense_Mutationnovelc.575C>Tp.Thr192Metp.T192MO14593protein_codingdeleterious(0)probably_damaging(0.998)TCGA-ZJ-AAXD-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
RFXANKSNVMissense_Mutationrs749859039c.595N>Tp.Arg199Cysp.R199CO14593protein_codingtolerated(0.11)probably_damaging(0.997)TCGA-D5-6530-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
RFXANKinsertionFrame_Shift_Insnovelc.446_447insCp.His151ProfsTer30p.H151Pfs*30O14593protein_codingTCGA-DM-A1HB-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
RFXANKSNVMissense_Mutationnovelc.517G>Ap.Val173Metp.V173MO14593protein_codingdeleterious(0)probably_damaging(0.993)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
RFXANKSNVMissense_Mutationc.685N>Ap.Leu229Ilep.L229IO14593protein_codingtolerated(0.18)possibly_damaging(0.738)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
RFXANKSNVMissense_Mutationc.655G>Ap.Glu219Lysp.E219KO14593protein_codingtolerated(0.05)probably_damaging(0.951)TCGA-AX-A0J0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
RFXANKSNVMissense_Mutationc.638N>Ap.Gly213Aspp.G213DO14593protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AX-A0J1-01Endometriumuterine 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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