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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: SFR1

Gene summary for SFR1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SFR1

Gene ID

119392

Gene nameSWI5 dependent homologous recombination repair protein 1
Gene AliasC10orf78
Cytomap10q25.1
Gene Typeprotein-coding
GO ID

GO:0000724

UniProtAcc

Q86XK3


Top

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
119392SFR1P74T-EHumanEsophagusESCC7.09e-071.70e-010.1479
119392SFR1P75T-EHumanEsophagusESCC7.57e-132.73e-010.1125
119392SFR1P76T-EHumanEsophagusESCC9.02e-112.45e-010.1207
119392SFR1P79T-EHumanEsophagusESCC1.97e-102.19e-010.1154
119392SFR1P80T-EHumanEsophagusESCC6.96e-123.12e-010.155
119392SFR1P82T-EHumanEsophagusESCC8.26e-103.84e-010.1072
119392SFR1P83T-EHumanEsophagusESCC1.14e-306.47e-010.1738
119392SFR1P84T-EHumanEsophagusESCC8.33e-032.25e-010.0933
119392SFR1P89T-EHumanEsophagusESCC1.89e-198.38e-010.1752
119392SFR1P91T-EHumanEsophagusESCC1.72e-161.10e+000.1828
119392SFR1P107T-EHumanEsophagusESCC1.47e-284.92e-010.171
119392SFR1P127T-EHumanEsophagusESCC8.31e-061.10e-010.0826
119392SFR1P128T-EHumanEsophagusESCC2.22e-257.35e-010.1241
119392SFR1P130T-EHumanEsophagusESCC8.77e-254.92e-010.1676
119392SFR1C04HumanOral cavityOSCC8.66e-188.25e-010.2633
119392SFR1C21HumanOral cavityOSCC1.08e-259.22e-010.2678
119392SFR1C30HumanOral cavityOSCC9.72e-451.74e+000.3055
119392SFR1C38HumanOral cavityOSCC1.45e-054.83e-010.172
119392SFR1C46HumanOral cavityOSCC3.10e-072.92e-010.1673
119392SFR1C51HumanOral cavityOSCC4.35e-051.88e-010.2674
Page: 1 2 3 4 

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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00063024EsophagusESCCdouble-strand break repair152/8552251/187231.33e-061.62e-05152
GO:00063101EsophagusESCCDNA recombination168/8552305/187235.58e-043.05e-03168
GO:00007241EsophagusESCCdouble-strand break repair via homologous recombination79/8552138/187234.05e-031.62e-0279
GO:00007251EsophagusESCCrecombinational repair80/8552140/187234.10e-031.63e-0280
GO:00436275EsophagusESCCresponse to estrogen45/855275/187238.75e-033.08e-0245
GO:00063023Oral cavityOSCCdouble-strand break repair132/7305251/187237.93e-068.52e-05132
GO:0006310Oral cavityOSCCDNA recombination147/7305305/187236.33e-043.56e-03147
GO:0000725Oral cavityOSCCrecombinational repair70/7305140/187235.22e-032.03e-0270
GO:0000724Oral cavityOSCCdouble-strand break repair via homologous recombination69/7305138/187235.52e-032.14e-0269
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
SFR1SNVMissense_Mutationc.579G>Cp.Lys193Asnp.K193NQ86XK3protein_codingtolerated(0.31)possibly_damaging(0.679)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SFR1SNVMissense_Mutationnovelc.715G>Ap.Glu239Lysp.E239KQ86XK3protein_codingdeleterious(0)benign(0.43)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SFR1insertionIn_Frame_Insnovelc.340_341insCTAAGTp.Asn114delinsThrLysTyrp.N114delinsTKYQ86XK3protein_codingTCGA-AN-A04C-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SFR1insertionFrame_Shift_Insnovelc.342_343insTGTGGCAGTGGTGGTTTAAATTCTACGGAAGGp.Leu115CysfsTer12p.L115Cfs*12Q86XK3protein_codingTCGA-AN-A04C-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SFR1SNVMissense_Mutationc.613N>Ap.Glu205Lysp.E205KQ86XK3protein_codingdeleterious(0.03)probably_damaging(0.999)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
SFR1SNVMissense_Mutationnovelc.263N>Ap.Ala88Glup.A88EQ86XK3protein_codingtolerated(0.35)benign(0.005)TCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SFR1SNVMissense_Mutationrs775374637c.647N>Cp.Lys216Thrp.K216TQ86XK3protein_codingdeleterious(0)probably_damaging(0.999)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
SFR1SNVMissense_Mutationnovelc.16N>Gp.Lys6Glup.K6EQ86XK3protein_codingtolerated_low_confidence(1)benign(0)TCGA-AG-3726-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
SFR1SNVMissense_Mutationnovelc.235A>Cp.Asn79Hisp.N79HQ86XK3protein_codingdeleterious(0.02)possibly_damaging(0.823)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
SFR1insertionIn_Frame_Insnovelc.264_265insATAAAGp.Ala88_Ser89insIleLysp.A88_S89insIKQ86XK3protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
Page: 1 2 3 

Top

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
Page: 1