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: SRP9

Gene summary for SRP9

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SRP9

Gene ID

6726

Gene namesignal recognition particle 9
Gene AliasALURBP
Cytomap1q42.12
Gene Typeprotein-coding
GO ID

GO:0006412

UniProtAcc

A0A024R3P3


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
6726SRP9GSM4909281HumanBreastIDC9.28e-154.69e-010.21
6726SRP9GSM4909285HumanBreastIDC2.61e-033.76e-010.21
6726SRP9GSM4909286HumanBreastIDC1.38e-042.32e-010.1081
6726SRP9GSM4909287HumanBreastIDC3.65e-021.60e-010.2057
6726SRP9GSM4909288HumanBreastIDC3.61e-051.01e-010.0988
6726SRP9GSM4909289HumanBreastIDC1.95e-116.58e-010.1064
6726SRP9GSM4909290HumanBreastIDC3.35e-185.71e-010.2096
6726SRP9GSM4909293HumanBreastIDC1.88e-185.36e-010.1581
6726SRP9GSM4909294HumanBreastIDC2.66e-214.31e-010.2022
6726SRP9GSM4909296HumanBreastIDC2.11e-19-4.44e-010.1524
6726SRP9GSM4909297HumanBreastIDC1.11e-225.12e-030.1517
6726SRP9GSM4909298HumanBreastIDC4.08e-266.04e-010.1551
6726SRP9GSM4909301HumanBreastIDC4.20e-10-4.06e-010.1577
6726SRP9GSM4909305HumanBreastIDC2.74e-023.01e-010.0436
6726SRP9GSM4909306HumanBreastIDC5.57e-306.05e-010.1564
6726SRP9GSM4909307HumanBreastIDC3.78e-134.21e-010.1569
6726SRP9GSM4909308HumanBreastIDC2.69e-728.86e-010.158
6726SRP9GSM4909311HumanBreastIDC2.36e-43-4.89e-010.1534
6726SRP9GSM4909312HumanBreastIDC8.01e-232.68e-010.1552
6726SRP9GSM4909313HumanBreastIDC1.20e-051.47e-010.0391
Page: 1 2 3 4 5 6 7 8 9 10 11 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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.

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:00450474LiverCirrhoticprotein targeting to ER24/463442/187237.49e-061.15e-0424
GO:00066122LiverCirrhoticprotein targeting to membrane53/4634131/187235.17e-055.95e-0453
GO:001714811LiverCirrhoticnegative regulation of translation87/4634245/187231.01e-041.05e-0387
GO:00066132LiverCirrhoticcotranslational protein targeting to membrane17/463431/187233.19e-042.77e-0317
GO:007259422LiverHCCestablishment of protein localization to organelle299/7958422/187231.06e-326.10e-30299
GO:000660512LiverHCCprotein targeting219/7958314/187237.74e-231.49e-20219
GO:000641722LiverHCCregulation of translation287/7958468/187238.79e-178.08e-15287
GO:009015012LiverHCCestablishment of protein localization to membrane168/7958260/187234.07e-132.13e-11168
GO:007097212LiverHCCprotein localization to endoplasmic reticulum54/795874/187231.01e-071.98e-0654
GO:007259911LiverHCCestablishment of protein localization to endoplasmic reticulum34/795846/187231.53e-051.67e-0434
GO:004504711LiverHCCprotein targeting to ER30/795842/187231.40e-041.13e-0330
GO:003424921LiverHCCnegative regulation of cellular amide metabolic process144/7958273/187233.80e-042.61e-03144
GO:00066121LiverHCCprotein targeting to membrane75/7958131/187234.58e-043.04e-0375
GO:000641412LiverHCCtranslational elongation36/795855/187234.94e-043.23e-0336
GO:001714821LiverHCCnegative regulation of translation129/7958245/187238.14e-044.87e-03129
GO:00066131LiverHCCcotranslational protein targeting to membrane20/795831/187231.11e-024.09e-0220
GO:000641732LiverCystregulation of translation28/496468/187235.69e-053.00e-0328
GO:009015021LiverCystestablishment of protein localization to membrane18/496260/187232.09e-047.84e-0318
GO:000660522LiverCystprotein targeting20/496314/187232.88e-049.60e-0320
GO:000641421LiverCysttranslational elongation7/49655/187235.93e-041.71e-027
Page: 1 2 3 4 5 6 7 8 9 10 11 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa030602ColorectumMSSProtein export15/187523/84651.13e-051.26e-047.71e-0515
hsa030603ColorectumMSSProtein export15/187523/84651.13e-051.26e-047.71e-0515
hsa0306023EndometriumEECProtein export11/123723/84651.54e-041.41e-031.05e-0311
hsa0306033EndometriumEECProtein export11/123723/84651.54e-041.41e-031.05e-0311
hsa0306026EsophagusESCCProtein export22/420523/84652.43e-061.43e-057.32e-0622
hsa0306036EsophagusESCCProtein export22/420523/84652.43e-061.43e-057.32e-0622
hsa030608LiverCirrhoticProtein export20/253023/84652.00e-083.51e-072.17e-0720
hsa0306011LiverCirrhoticProtein export20/253023/84652.00e-083.51e-072.17e-0720
hsa0306021LiverHCCProtein export21/402023/84651.20e-058.53e-054.74e-0521
hsa0306031LiverHCCProtein export21/402023/84651.20e-058.53e-054.74e-0521
hsa0306018Oral cavityOSCCProtein export21/370423/84652.42e-061.27e-056.45e-0621
hsa0306019Oral cavityOSCCProtein export21/370423/84652.42e-061.27e-056.45e-0621
hsa0306025Oral cavityLPProtein export21/241823/84654.72e-108.28e-095.34e-0921
hsa0306035Oral cavityLPProtein export21/241823/84654.72e-108.28e-095.34e-0921
hsa0306016ProstateBPHProtein export18/171823/84653.72e-095.11e-083.16e-0818
hsa0306017ProstateBPHProtein export18/171823/84653.72e-095.11e-083.16e-0818
hsa0306024ProstateTumorProtein export18/179123/84657.50e-091.03e-076.42e-0818
hsa0306034ProstateTumorProtein export18/179123/84657.50e-091.03e-076.42e-0818
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
SRP9SNVMissense_Mutationnovelc.166N>Ap.Ala56Thrp.A56TP49458protein_codingtolerated(0.12)possibly_damaging(0.573)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
SRP9SNVMissense_Mutationnovelc.133N>Tp.Asp45Tyrp.D45YP49458protein_codingdeleterious(0)probably_damaging(0.983)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SRP9SNVMissense_Mutationc.181A>Gp.Lys61Glup.K61EP49458protein_codingdeleterious(0)probably_damaging(0.953)TCGA-95-7947-01Lunglung adenocarcinomaMale>=65I/IIUnknownUnknownSD
SRP9SNVMissense_Mutationc.77G>Ap.Arg26Hisp.R26HP49458protein_codingdeleterious(0.02)probably_damaging(0.999)TCGA-BR-A4QL-01Stomachstomach adenocarcinomaFemale>=65III/IVChemotherapyxelodaCR
SRP9SNVMissense_Mutationnovelc.220N>Ap.Val74Ilep.V74IP49458protein_codingtolerated(0.08)benign(0.077)TCGA-VQ-AA6D-01Stomachstomach adenocarcinomaFemale<65III/IVChemotherapyfluorouracilCR
Page: 1 

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