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: SRFBP1

Gene summary for SRFBP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SRFBP1

Gene ID

153443

Gene nameserum response factor binding protein 1
Gene AliasBUD22
Cytomap5q23.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q8NEF9


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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
153443SRFBP1LZE4THumanEsophagusESCC5.85e-071.80e-010.0811
153443SRFBP1LZE8THumanEsophagusESCC6.69e-031.48e-010.067
153443SRFBP1LZE24THumanEsophagusESCC6.54e-112.13e-010.0596
153443SRFBP1P2T-EHumanEsophagusESCC1.09e-325.43e-010.1177
153443SRFBP1P4T-EHumanEsophagusESCC9.67e-143.05e-010.1323
153443SRFBP1P5T-EHumanEsophagusESCC1.74e-122.12e-010.1327
153443SRFBP1P8T-EHumanEsophagusESCC4.28e-082.06e-010.0889
153443SRFBP1P9T-EHumanEsophagusESCC3.78e-092.01e-010.1131
153443SRFBP1P10T-EHumanEsophagusESCC2.36e-172.77e-010.116
153443SRFBP1P11T-EHumanEsophagusESCC1.52e-072.42e-010.1426
153443SRFBP1P12T-EHumanEsophagusESCC5.56e-184.03e-010.1122
153443SRFBP1P15T-EHumanEsophagusESCC4.50e-133.19e-010.1149
153443SRFBP1P16T-EHumanEsophagusESCC1.39e-143.80e-010.1153
153443SRFBP1P17T-EHumanEsophagusESCC1.00e-084.17e-010.1278
153443SRFBP1P19T-EHumanEsophagusESCC1.28e-035.19e-010.1662
153443SRFBP1P20T-EHumanEsophagusESCC9.14e-205.33e-010.1124
153443SRFBP1P21T-EHumanEsophagusESCC3.40e-192.97e-010.1617
153443SRFBP1P22T-EHumanEsophagusESCC1.47e-213.92e-010.1236
153443SRFBP1P23T-EHumanEsophagusESCC1.32e-225.68e-010.108
153443SRFBP1P24T-EHumanEsophagusESCC1.56e-173.75e-010.1287
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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:000636421LiverHCCrRNA processing185/7958225/187238.14e-356.45e-32185
GO:00346601LiverHCCncRNA metabolic process332/7958485/187231.48e-317.80e-29332
GO:004227422LiverHCCribosomal small subunit biogenesis65/795873/187231.09e-169.92e-1565
GO:00304901LiverHCCmaturation of SSU-rRNA43/795850/187232.35e-108.04e-0943
GO:002261320Oral cavityOSCCribonucleoprotein complex biogenesis333/7305463/187238.28e-485.24e-44333
GO:004225420Oral cavityOSCCribosome biogenesis230/7305299/187233.22e-416.80e-38230
GO:000636410Oral cavityOSCCrRNA processing172/7305225/187231.57e-301.24e-27172
GO:00344709Oral cavityOSCCncRNA processing263/7305395/187234.38e-292.78e-26263
GO:001607210Oral cavityOSCCrRNA metabolic process176/7305236/187236.51e-293.24e-26176
GO:00346605Oral cavityOSCCncRNA metabolic process296/7305485/187232.94e-236.65e-21296
GO:004227420Oral cavityOSCCribosomal small subunit biogenesis63/730573/187237.61e-176.34e-1563
GO:00304903Oral cavityOSCCmaturation of SSU-rRNA41/730550/187235.59e-101.46e-0841
GO:002261328SkinAKribonucleoprotein complex biogenesis108/1910463/187238.48e-176.27e-14108
GO:004225427SkinAKribosome biogenesis73/1910299/187238.44e-132.08e-1073
GO:004227428SkinAKribosomal small subunit biogenesis29/191073/187233.13e-115.78e-0929
GO:000636420SkinAKrRNA processing53/1910225/187234.35e-093.30e-0753
GO:001607220SkinAKrRNA metabolic process54/1910236/187239.23e-096.07e-0754
GO:003447016SkinAKncRNA processing68/1910395/187231.12e-052.33e-0468
GO:00304905SkinAKmaturation of SSU-rRNA15/191050/187239.02e-051.23e-0315
GO:00346607SkinAKncRNA metabolic process75/1910485/187231.64e-041.93e-0375
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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
SRFBP1SNVMissense_Mutationc.763N>Cp.Glu255Glnp.E255QQ8NEF9protein_codingtolerated(0.13)benign(0.123)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SRFBP1SNVMissense_Mutationc.749N>Ap.Gly250Glup.G250EQ8NEF9protein_codingtolerated(1)benign(0.001)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SRFBP1SNVMissense_Mutationc.932N>Cp.Glu311Alap.E311AQ8NEF9protein_codingdeleterious(0.02)benign(0.015)TCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SRFBP1SNVMissense_Mutationc.454A>Gp.Asn152Aspp.N152DQ8NEF9protein_codingtolerated(0.13)benign(0.058)TCGA-AA-3713-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPR
SRFBP1SNVMissense_Mutationc.620C>Ap.Pro207Hisp.P207HQ8NEF9protein_codingdeleterious(0.01)benign(0.084)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SRFBP1SNVMissense_Mutationrs376474484c.478C>Tp.Arg160Cysp.R160CQ8NEF9protein_codingdeleterious(0.04)benign(0.183)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
SRFBP1SNVMissense_Mutationnovelc.1274N>Ap.Ile425Asnp.I425NQ8NEF9protein_codingdeleterious(0)probably_damaging(0.983)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
SRFBP1SNVMissense_Mutationnovelc.943N>Ap.Leu315Ilep.L315IQ8NEF9protein_codingtolerated(0.36)benign(0.069)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
SRFBP1SNVMissense_Mutationc.894N>Gp.Ser298Argp.S298RQ8NEF9protein_codingtolerated(0.07)benign(0.289)TCGA-AG-3892-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
SRFBP1SNVMissense_Mutationc.555G>Tp.Lys185Asnp.K185NQ8NEF9protein_codingtolerated(0.12)possibly_damaging(0.541)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<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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