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: ST7L

Gene summary for ST7L

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ST7L

Gene ID

54879

Gene namesuppression of tumorigenicity 7 like
Gene AliasFAM4B
Cytomap1p13.2
Gene Typeprotein-coding
GO ID

GO:0001558

UniProtAcc

Q8TDW4


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
54879ST7LP52T-EHumanEsophagusESCC5.27e-153.23e-010.1555
54879ST7LP54T-EHumanEsophagusESCC3.73e-142.54e-010.0975
54879ST7LP56T-EHumanEsophagusESCC5.37e-136.85e-010.1613
54879ST7LP57T-EHumanEsophagusESCC1.29e-181.81e-010.0926
54879ST7LP61T-EHumanEsophagusESCC4.55e-161.87e-010.099
54879ST7LP62T-EHumanEsophagusESCC8.99e-274.23e-010.1302
54879ST7LP65T-EHumanEsophagusESCC8.09e-202.12e-010.0978
54879ST7LP74T-EHumanEsophagusESCC8.99e-264.80e-010.1479
54879ST7LP75T-EHumanEsophagusESCC9.05e-335.38e-010.1125
54879ST7LP76T-EHumanEsophagusESCC3.31e-292.74e-010.1207
54879ST7LP79T-EHumanEsophagusESCC3.23e-242.39e-010.1154
54879ST7LP80T-EHumanEsophagusESCC4.29e-235.58e-010.155
54879ST7LP83T-EHumanEsophagusESCC1.22e-153.91e-010.1738
54879ST7LP84T-EHumanEsophagusESCC5.59e-032.16e-010.0933
54879ST7LP89T-EHumanEsophagusESCC1.74e-145.33e-010.1752
54879ST7LP91T-EHumanEsophagusESCC3.43e-077.56e-010.1828
54879ST7LP94T-EHumanEsophagusESCC1.62e-022.96e-010.0879
54879ST7LP104T-EHumanEsophagusESCC1.40e-061.55e-010.0931
54879ST7LP107T-EHumanEsophagusESCC4.19e-193.07e-010.171
54879ST7LP126T-EHumanEsophagusESCC3.02e-031.60e-010.1125
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
∗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:0016049110EsophagusESCCcell growth289/8552482/187231.29e-103.77e-09289
GO:000155819EsophagusESCCregulation of cell growth248/8552414/187232.97e-096.45e-08248
GO:00459267EsophagusESCCnegative regulation of growth148/8552249/187237.88e-067.73e-05148
GO:00303085EsophagusESCCnegative regulation of cell growth108/8552188/187237.46e-043.87e-03108
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
ST7LSNVMissense_Mutationnovelc.128C>Tp.Ser43Leup.S43LQ8TDW4protein_codingtolerated_low_confidence(0.23)benign(0.003)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ST7LSNVMissense_Mutationnovelc.1188A>Cp.Glu396Aspp.E396DQ8TDW4protein_codingdeleterious(0.03)probably_damaging(0.971)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ST7LSNVMissense_Mutationnovelc.1565N>Gp.Ser522Cysp.S522CQ8TDW4protein_codingtolerated(0.06)possibly_damaging(0.886)TCGA-BH-A2L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
ST7LSNVMissense_Mutationnovelc.1136N>Tp.Ser379Leup.S379LQ8TDW4protein_codingdeleterious(0.03)possibly_damaging(0.733)TCGA-EW-A1PC-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
ST7LinsertionFrame_Shift_Insnovelc.877_878insAGGAAATTCTTTCATCAACp.Val293GlufsTer10p.V293Efs*10Q8TDW4protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ST7LSNVMissense_Mutationnovelc.241T>Ap.Tyr81Asnp.Y81NQ8TDW4protein_codingdeleterious(0)probably_damaging(0.998)TCGA-FU-A2QG-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ST7LSNVMissense_Mutationrs768763547c.1347G>Cp.Trp449Cysp.W449CQ8TDW4protein_codingdeleterious(0)probably_damaging(1)TCGA-GH-A9DA-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ST7LSNVMissense_Mutationnovelc.1678G>Ap.Glu560Lysp.E560KQ8TDW4protein_codingdeleterious_low_confidence(0.04)benign(0)TCGA-VS-A958-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ST7LSNVMissense_Mutationnovelc.547N>Ap.Asp183Asnp.D183NQ8TDW4protein_codingdeleterious(0)possibly_damaging(0.651)TCGA-VS-A9UJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
ST7LSNVMissense_Mutationc.787G>Ap.Ala263Thrp.A263TQ8TDW4protein_codingdeleterious(0.02)benign(0.196)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 

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