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: SGF29

Gene summary for SGF29

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SGF29

Gene ID

112869

Gene nameSAGA complex associated factor 29
Gene AliasCCDC101
Cytomap16p11.2
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q96ES7


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
112869SGF29LZE4THumanEsophagusESCC9.25e-102.82e-010.0811
112869SGF29LZE8THumanEsophagusESCC2.33e-059.77e-020.067
112869SGF29LZE22D1HumanEsophagusHGIN2.33e-072.46e-010.0595
112869SGF29LZE24THumanEsophagusESCC4.59e-308.47e-010.0596
112869SGF29LZE21THumanEsophagusESCC2.59e-052.41e-010.0655
112869SGF29P1T-EHumanEsophagusESCC4.51e-115.04e-010.0875
112869SGF29P2T-EHumanEsophagusESCC5.80e-255.17e-010.1177
112869SGF29P4T-EHumanEsophagusESCC5.11e-287.73e-010.1323
112869SGF29P5T-EHumanEsophagusESCC4.20e-152.70e-010.1327
112869SGF29P8T-EHumanEsophagusESCC1.15e-203.93e-010.0889
112869SGF29P9T-EHumanEsophagusESCC1.54e-132.87e-010.1131
112869SGF29P10T-EHumanEsophagusESCC1.23e-192.63e-010.116
112869SGF29P11T-EHumanEsophagusESCC2.69e-052.69e-010.1426
112869SGF29P12T-EHumanEsophagusESCC1.99e-418.08e-010.1122
112869SGF29P15T-EHumanEsophagusESCC4.47e-244.98e-010.1149
112869SGF29P16T-EHumanEsophagusESCC1.03e-173.00e-010.1153
112869SGF29P17T-EHumanEsophagusESCC3.65e-072.34e-010.1278
112869SGF29P20T-EHumanEsophagusESCC3.17e-194.76e-010.1124
112869SGF29P21T-EHumanEsophagusESCC3.48e-122.23e-010.1617
112869SGF29P22T-EHumanEsophagusESCC1.65e-243.57e-010.1236
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:007259420EsophagusHGINestablishment of protein localization to organelle120/2587422/187231.73e-154.00e-13120
GO:00182057EsophagusHGINpeptidyl-lysine modification88/2587376/187232.99e-071.39e-0588
GO:00165708EsophagusHGINhistone modification92/2587463/187231.70e-043.30e-0392
GO:00701996EsophagusHGINestablishment of protein localization to chromosome11/258725/187232.35e-044.24e-0311
GO:00064735EsophagusHGINprotein acetylation45/2587201/187236.17e-048.58e-0345
GO:00183945EsophagusHGINpeptidyl-lysine acetylation39/2587169/187237.46e-049.90e-0339
GO:00345024EsophagusHGINprotein localization to chromosome24/258792/187231.29e-031.54e-0224
GO:00435435EsophagusHGINprotein acylation51/2587243/187231.33e-031.57e-0251
GO:00064755EsophagusHGINinternal protein amino acid acetylation36/2587160/187231.87e-032.01e-0236
GO:00183935EsophagusHGINinternal peptidyl-lysine acetylation35/2587158/187232.82e-032.75e-0235
GO:0072594110EsophagusESCCestablishment of protein localization to organelle311/8552422/187233.02e-322.13e-29311
GO:001657015EsophagusESCChistone modification323/8552463/187232.61e-267.88e-24323
GO:001820514EsophagusESCCpeptidyl-lysine modification259/8552376/187233.90e-205.26e-18259
GO:001839413EsophagusESCCpeptidyl-lysine acetylation123/8552169/187236.58e-132.94e-11123
GO:004354313EsophagusESCCprotein acylation165/8552243/187231.69e-127.14e-11165
GO:000647313EsophagusESCCprotein acetylation140/8552201/187234.37e-121.69e-10140
GO:001839313EsophagusESCCinternal peptidyl-lysine acetylation114/8552158/187231.16e-114.24e-10114
GO:000647513EsophagusESCCinternal protein amino acid acetylation115/8552160/187231.43e-115.08e-10115
GO:00165735EsophagusESCChistone acetylation110/8552152/187231.95e-116.81e-10110
GO:003450211EsophagusESCCprotein localization to chromosome70/855292/187232.54e-095.64e-0870
Page: 1 2 

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
SGF29SNVMissense_Mutationnovelc.537N>Tp.Glu179Aspp.E179DQ96ES7protein_codingdeleterious(0.03)benign(0.103)TCGA-A7-A6VY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideCR
SGF29SNVMissense_Mutationc.592N>Cp.Glu198Glnp.E198QQ96ES7protein_codingdeleterious(0.01)benign(0.379)TCGA-AC-A3W6-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
SGF29SNVMissense_Mutationc.803N>Tp.Ser268Phep.S268FQ96ES7protein_codingdeleterious(0.04)benign(0.105)TCGA-BH-A18P-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
SGF29SNVMissense_Mutationc.217N>Ap.Glu73Lysp.E73KQ96ES7protein_codingdeleterious(0.01)benign(0.054)TCGA-LP-A4AV-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SGF29SNVMissense_Mutationrs71391315c.211N>Ap.Glu71Lysp.E71KQ96ES7protein_codingtolerated(0.34)benign(0.411)TCGA-ZX-AA5X-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
SGF29SNVMissense_Mutationnovelc.773N>Gp.Asp258Glyp.D258GQ96ES7protein_codingdeleterious(0.01)possibly_damaging(0.563)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
SGF29SNVMissense_Mutationnovelc.182N>Cp.Gly61Alap.G61AQ96ES7protein_codingtolerated(0.16)benign(0.283)TCGA-AA-A01K-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyfolinicCR
SGF29SNVMissense_Mutationc.553C>Ap.His185Asnp.H185NQ96ES7protein_codingtolerated(0.52)benign(0.078)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
SGF29SNVMissense_Mutationnovelc.307N>Tp.Leu103Phep.L103FQ96ES7protein_codingtolerated(0.7)benign(0.01)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SGF29SNVMissense_Mutationnovelc.386N>Tp.Thr129Ilep.T129IQ96ES7protein_codingdeleterious(0.02)possibly_damaging(0.713)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
Page: 1 2 3 4 

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