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: SAMD9L

Gene summary for SAMD9L

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SAMD9L

Gene ID

219285

Gene namesterile alpha motif domain containing 9 like
Gene AliasATXPC
Cytomap7q21.2
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q8IVG5


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
219285SAMD9LC04HumanOral cavityOSCC1.86e-095.32e-010.2633
219285SAMD9LC21HumanOral cavityOSCC8.08e-301.08e+000.2678
219285SAMD9LC30HumanOral cavityOSCC4.25e-168.40e-010.3055
219285SAMD9LC46HumanOral cavityOSCC1.42e-103.91e-010.1673
219285SAMD9LC08HumanOral cavityOSCC3.22e-104.06e-010.1919
219285SAMD9LLN46HumanOral cavityOSCC6.35e-147.13e-010.1666
219285SAMD9LEOLP-1HumanOral cavityEOLP2.88e-031.65e-01-0.0202
219285SAMD9LSYSMH2HumanOral cavityOSCC1.01e-143.67e-010.2326
219285SAMD9LSYSMH3HumanOral cavityOSCC1.04e-113.37e-010.2442
219285SAMD9LSYSMH6HumanOral cavityOSCC2.02e-022.30e-010.1275
219285SAMD9Lmale-WTAHumanThyroidPTC3.56e-071.36e-010.1037
219285SAMD9LPTC01HumanThyroidPTC2.97e-101.35e-010.1899
219285SAMD9LPTC04HumanThyroidPTC9.39e-041.06e-010.1927
219285SAMD9LPTC05HumanThyroidPTC1.82e-114.89e-010.2065
219285SAMD9LPTC06HumanThyroidPTC2.14e-144.45e-010.2057
219285SAMD9LPTC07HumanThyroidPTC6.10e-172.89e-010.2044
219285SAMD9LATC09HumanThyroidATC4.36e-054.30e-010.2871
219285SAMD9LATC11HumanThyroidATC1.85e-024.19e-010.3386
219285SAMD9LATC12HumanThyroidATC1.55e-133.93e-010.34
219285SAMD9LATC13HumanThyroidATC5.16e-367.02e-010.34
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
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
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.

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
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
SAMD9LSNVMissense_Mutationc.988N>Cp.Asp330Hisp.D330HQ8IVG5protein_codingdeleterious(0.04)benign(0.386)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
SAMD9LSNVMissense_Mutationnovelc.801N>Cp.Met267Ilep.M267IQ8IVG5protein_codingtolerated(0.39)probably_damaging(0.91)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
SAMD9LSNVMissense_Mutationc.3230G>Tp.Arg1077Leup.R1077LQ8IVG5protein_codingdeleterious(0)possibly_damaging(0.706)TCGA-A2-A0SU-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
SAMD9LSNVMissense_Mutationc.1432N>Gp.Thr478Alap.T478AQ8IVG5protein_codingtolerated(0.56)benign(0.001)TCGA-A8-A08F-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
SAMD9LSNVMissense_Mutationc.358N>Cp.Asp120Hisp.D120HQ8IVG5protein_codingtolerated(0.12)possibly_damaging(0.464)TCGA-A8-A093-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
SAMD9LSNVMissense_Mutationc.963N>Gp.Phe321Leup.F321LQ8IVG5protein_codingdeleterious(0)benign(0.11)TCGA-A8-A09G-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
SAMD9LSNVMissense_Mutationc.2872N>Cp.Glu958Glnp.E958QQ8IVG5protein_codingdeleterious(0.01)possibly_damaging(0.488)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SAMD9LSNVMissense_Mutationc.1948N>Cp.Glu650Glnp.E650QQ8IVG5protein_codingdeleterious(0)probably_damaging(1)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SAMD9LSNVMissense_Mutationrs746980471c.853C>Tp.Arg285Trpp.R285WQ8IVG5protein_codingdeleterious(0)benign(0.047)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SAMD9LSNVMissense_Mutationnovelc.2221N>Tp.His741Tyrp.H741YQ8IVG5protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AR-A0TX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 

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