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: SSRP1

Gene summary for SSRP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SSRP1

Gene ID

6749

Gene namestructure specific recognition protein 1
Gene AliasFACT
Cytomap11q12.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

A0A024R4Z6


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
6749SSRP1HTA11_3410_2000001011HumanColorectumAD2.51e-143.67e-010.0155
6749SSRP1HTA11_2487_2000001011HumanColorectumSER4.59e-032.79e-01-0.1808
6749SSRP1HTA11_1938_2000001011HumanColorectumAD3.69e-105.90e-01-0.0811
6749SSRP1HTA11_78_2000001011HumanColorectumAD2.09e-053.34e-01-0.1088
6749SSRP1HTA11_347_2000001011HumanColorectumAD3.32e-154.42e-01-0.1954
6749SSRP1HTA11_411_2000001011HumanColorectumSER5.46e-043.95e-01-0.2602
6749SSRP1HTA11_3361_2000001011HumanColorectumAD2.21e-034.25e-01-0.1207
6749SSRP1HTA11_83_2000001011HumanColorectumSER2.75e-023.54e-01-0.1526
6749SSRP1HTA11_696_2000001011HumanColorectumAD9.77e-245.27e-01-0.1464
6749SSRP1HTA11_866_2000001011HumanColorectumAD1.79e-093.31e-01-0.1001
6749SSRP1HTA11_1391_2000001011HumanColorectumAD1.01e-248.38e-01-0.059
6749SSRP1HTA11_546_2000001011HumanColorectumAD5.07e-115.83e-01-0.0842
6749SSRP1HTA11_7862_2000001011HumanColorectumAD7.30e-115.08e-01-0.0179
6749SSRP1HTA11_866_3004761011HumanColorectumAD1.00e-318.47e-010.096
6749SSRP1HTA11_4255_2000001011HumanColorectumSER1.51e-055.08e-010.0446
6749SSRP1HTA11_9408_2000001011HumanColorectumAD3.00e-035.64e-010.0451
6749SSRP1HTA11_8622_2000001021HumanColorectumSER2.33e-126.55e-010.0528
6749SSRP1HTA11_7663_2000001011HumanColorectumSER5.33e-117.04e-010.0131
6749SSRP1HTA11_10623_2000001011HumanColorectumAD6.21e-033.77e-01-0.0177
6749SSRP1HTA11_6801_2000001011HumanColorectumSER2.66e-046.82e-010.0171
Page: 1 2 3 4 5 6 7 8 9 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:0006325ColorectumADchromatin organization119/3918409/187234.85e-058.33e-04119
GO:00063251ColorectumSERchromatin organization89/2897409/187234.15e-046.17e-0389
GO:00063252ColorectumMSSchromatin organization107/3467409/187237.22e-051.21e-03107
GO:0006260ColorectumMSI-HDNA replication31/1319260/187232.83e-033.63e-0231
GO:00062604EsophagusESCCDNA replication181/8552260/187233.55e-152.05e-13181
GO:000632517EsophagusESCCchromatin organization240/8552409/187236.52e-081.14e-06240
GO:19022751EsophagusESCCregulation of chromatin organization22/855233/187231.22e-024.08e-0222
GO:00062601LiverHCCDNA replication146/7958260/187235.68e-067.02e-05146
GO:000632511LiverHCCchromatin organization206/7958409/187237.23e-044.41e-03206
GO:00062603Oral cavityOSCCDNA replication159/7305260/187233.25e-131.59e-11159
GO:000632510Oral cavityOSCCchromatin organization190/7305409/187231.17e-035.97e-03190
GO:000626011Oral cavityLPDNA replication97/4623260/187233.67e-067.75e-0597
GO:00063259ProstateBPHchromatin organization101/3107409/187231.52e-051.94e-04101
GO:000632514ProstateTumorchromatin organization104/3246409/187232.02e-052.62e-04104
GO:000626012SkincSCCDNA replication106/4864260/187231.18e-072.77e-06106
GO:000632519SkincSCCchromatin organization147/4864409/187234.41e-066.52e-05147
GO:000632520ThyroidPTCchromatin organization183/5968409/187232.55e-085.70e-07183
GO:00062606ThyroidPTCDNA replication114/5968260/187233.09e-052.95e-04114
GO:0006325110ThyroidATCchromatin organization189/6293409/187236.40e-081.13e-06189
GO:000626013ThyroidATCDNA replication124/6293260/187231.58e-061.93e-05124
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
SSRP1PERIEsophagusESCCUACA,CSRP2,CCR10, etc.2.59e-01The 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.
SSRP1STMLungAAHHMGN1,PTMA,LMNB2, etc.2.96e-02The 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.
SSRP1BASLungAAHHMGN1,PTMA,LMNB2, etc.4.44e-16The 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.
SSRP1ABPLungADJHMGN1,PTMA,LMNB2, etc.1.94e-03The 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.
SSRP1BASLungADJHMGN1,PTMA,LMNB2, etc.5.07e-03The 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.
SSRP1STMLungADJHMGN1,PTMA,LMNB2, etc.1.46e-03The 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.
SSRP1BASLungAISHMGN1,PTMA,LMNB2, etc.0.00e+00The 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.
SSRP1ABPLungAISHMGN1,PTMA,LMNB2, etc.-2.22e-16The 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.
SSRP1ABPLungIACHMGN1,PTMA,LMNB2, etc.5.40e-03The 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.
SSRP1BASLungIACHMGN1,PTMA,LMNB2, etc.1.35e-03The 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.
∗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 2 

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
SSRP1SNVMissense_Mutationc.164N>Cp.Arg55Prop.R55PQ08945protein_codingdeleterious(0.01)probably_damaging(0.988)TCGA-A7-A6VY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideCR
SSRP1SNVMissense_Mutationc.859N>Ap.Leu287Metp.L287MQ08945protein_codingtolerated(0.07)possibly_damaging(0.844)TCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
SSRP1SNVMissense_Mutationnovelc.67N>Gp.Leu23Valp.L23VQ08945protein_codingdeleterious(0.02)possibly_damaging(0.766)TCGA-A8-A083-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SSRP1SNVMissense_Mutationnovelc.1045N>Cp.Ser349Prop.S349PQ08945protein_codingtolerated(0.05)benign(0.173)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
SSRP1SNVMissense_Mutationc.920C>Tp.Ser307Leup.S307LQ08945protein_codingdeleterious(0.04)benign(0.266)TCGA-AO-A1KR-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
SSRP1SNVMissense_Mutationc.269N>Gp.Lys90Argp.K90RQ08945protein_codingtolerated(0.09)benign(0.348)TCGA-BH-A1F5-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SSRP1SNVMissense_Mutationc.2101N>Cp.Glu701Glnp.E701QQ08945protein_codingdeleterious(0.02)benign(0.087)TCGA-E9-A1NA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
SSRP1insertionIn_Frame_Insnovelc.65_66insTGTTGTCAAp.Arg22_Leu23insValValLysp.R22_L23insVVKQ08945protein_codingTCGA-A8-A083-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SSRP1deletionFrame_Shift_Delnovelc.222delTp.Tyr74Terp.Y74*Q08945protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
SSRP1SNVMissense_Mutationnovelc.1537N>Ap.Asp513Asnp.D513NQ08945protein_codingtolerated(0.12)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
Page: 1 2 3 4 5 6 7 8 9 

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
6749SSRP1KINASE, DNA REPAIRCBL0102
6749SSRP1KINASE, DNA REPAIRCBL0137
Page: 1