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

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: SRP72

Gene summary for SRP72

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SRP72

Gene ID

6731

Gene namesignal recognition particle 72
Gene AliasBMFF
Cytomap4q12
Gene Typeprotein-coding
GO ID

GO:0006605

UniProtAcc

O76094


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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
6731SRP72HTA11_347_2000001011HumanColorectumAD1.65e-053.84e-01-0.1954
6731SRP72HTA11_99999970781_79442HumanColorectumMSS1.01e-044.33e-010.294
6731SRP72HTA11_99999965062_69753HumanColorectumMSI-H2.19e-061.32e+000.3487
6731SRP72HTA11_99999971662_82457HumanColorectumMSS2.07e-075.21e-010.3859
6731SRP72A015-C-203HumanColorectumFAP3.91e-06-2.34e-01-0.1294
6731SRP72A002-C-201HumanColorectumFAP7.63e-04-1.76e-010.0324
6731SRP72A001-C-108HumanColorectumFAP4.47e-02-7.00e-02-0.0272
6731SRP72A002-C-205HumanColorectumFAP5.91e-05-1.37e-01-0.1236
6731SRP72A015-C-006HumanColorectumFAP4.71e-03-8.12e-02-0.0994
6731SRP72A002-C-114HumanColorectumFAP8.28e-05-2.24e-01-0.1561
6731SRP72A015-C-104HumanColorectumFAP4.91e-05-1.26e-01-0.1899
6731SRP72A002-C-016HumanColorectumFAP2.30e-04-1.39e-010.0521
6731SRP72A002-C-116HumanColorectumFAP2.58e-07-1.11e-01-0.0452
6731SRP72A014-C-008HumanColorectumFAP3.89e-02-1.80e-01-0.191
6731SRP72A018-E-020HumanColorectumFAP1.50e-02-8.88e-02-0.2034
6731SRP72F034HumanColorectumFAP3.27e-02-7.21e-02-0.0665
6731SRP72AEH-subject1HumanEndometriumAEH5.12e-07-3.37e-01-0.3059
6731SRP72AEH-subject2HumanEndometriumAEH2.12e-11-3.84e-01-0.2525
6731SRP72AEH-subject3HumanEndometriumAEH5.17e-09-2.70e-01-0.2576
6731SRP72AEH-subject4HumanEndometriumAEH7.45e-05-2.92e-01-0.2657
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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
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.

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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).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:000660532Oral cavityNEOLPprotein targeting48/2005314/187237.23e-033.66e-0248
GO:007259416ProstateBPHestablishment of protein localization to organelle142/3107422/187234.01e-181.31e-15142
GO:000660518ProstateBPHprotein targeting102/3107314/187232.51e-122.05e-10102
GO:00709728ProstateBPHprotein localization to endoplasmic reticulum36/310774/187231.61e-109.22e-0936
GO:009015016ProstateBPHestablishment of protein localization to membrane77/3107260/187231.06e-072.56e-0677
GO:00725997ProstateBPHestablishment of protein localization to endoplasmic reticulum23/310746/187231.71e-073.85e-0623
GO:00450476ProstateBPHprotein targeting to ER21/310742/187235.88e-071.15e-0521
GO:00066134ProstateBPHcotranslational protein targeting to membrane15/310731/187234.00e-054.30e-0415
GO:0006614ProstateBPHSRP-dependent cotranslational protein targeting to membrane10/310726/187236.33e-032.89e-0210
GO:007259417ProstateTumorestablishment of protein localization to organelle151/3246422/187233.19e-202.83e-17151
GO:000660519ProstateTumorprotein targeting109/3246314/187236.11e-147.30e-12109
GO:007097216ProstateTumorprotein localization to endoplasmic reticulum36/324674/187235.66e-102.95e-0836
GO:007259913ProstateTumorestablishment of protein localization to endoplasmic reticulum23/324646/187233.87e-078.56e-0623
GO:009015017ProstateTumorestablishment of protein localization to membrane77/3246260/187236.46e-071.33e-0577
GO:004504713ProstateTumorprotein targeting to ER21/324642/187231.24e-062.31e-0521
GO:000661312ProstateTumorcotranslational protein targeting to membrane15/324631/187236.78e-057.21e-0415
GO:00066141ProstateTumorSRP-dependent cotranslational protein targeting to membrane10/324626/187238.67e-033.76e-0210
GO:007259427SkincSCCestablishment of protein localization to organelle213/4864422/187231.40e-275.15e-25213
GO:000660527SkincSCCprotein targeting153/4864314/187232.62e-183.36e-16153
GO:009015024SkincSCCestablishment of protein localization to membrane123/4864260/187238.34e-145.18e-12123
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa03060ColorectumADProtein export14/209223/84652.43e-041.90e-031.21e-0314
hsa030601ColorectumADProtein export14/209223/84652.43e-041.90e-031.21e-0314
hsa030602ColorectumMSSProtein export15/187523/84651.13e-051.26e-047.71e-0515
hsa030603ColorectumMSSProtein export15/187523/84651.13e-051.26e-047.71e-0515
hsa030606ColorectumFAPProtein export10/140423/84652.17e-031.05e-026.39e-0310
hsa030607ColorectumFAPProtein export10/140423/84652.17e-031.05e-026.39e-0310
hsa0306014EndometriumAEHProtein export11/119723/84651.14e-041.06e-037.73e-0411
hsa0306015EndometriumAEHProtein export11/119723/84651.14e-041.06e-037.73e-0411
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
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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
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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.
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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
SRP72SNVMissense_Mutationnovelc.1305N>Tp.Trp435Cysp.W435CO76094protein_codingdeleterious(0)possibly_damaging(0.907)TCGA-A2-A3XV-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinCR
SRP72SNVMissense_Mutationrs781230154c.37N>Ap.Ala13Thrp.A13TO76094protein_codingtolerated(0.17)benign(0.115)TCGA-AO-A0JG-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
SRP72SNVMissense_Mutationc.652N>Ap.Glu218Lysp.E218KO76094protein_codingdeleterious(0.04)probably_damaging(0.998)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SRP72SNVMissense_Mutationc.1188N>Cp.Leu396Phep.L396FO76094protein_codingdeleterious(0.04)probably_damaging(0.976)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SRP72SNVMissense_Mutationnovelc.499G>Ap.Glu167Lysp.E167KO76094protein_codingtolerated(0.15)possibly_damaging(0.776)TCGA-ZJ-AB0H-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
SRP72SNVMissense_Mutationrs763555511c.1742N>Ap.Arg581Glnp.R581QO76094protein_codingtolerated(0.07)possibly_damaging(0.57)TCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
SRP72SNVMissense_Mutationc.1892N>Tp.Ala631Valp.A631VO76094protein_codingtolerated(0.13)benign(0.001)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SRP72SNVMissense_Mutationnovelc.101N>Gp.Val34Glyp.V34GO76094protein_codingdeleterious(0)benign(0.173)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
SRP72SNVMissense_Mutationnovelc.1183N>Cp.Ile395Leup.I395LO76094protein_codingdeleterious(0.04)benign(0.006)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
SRP72SNVMissense_Mutationc.760A>Cp.Lys254Glnp.K254QO76094protein_codingdeleterious(0)probably_damaging(0.99)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
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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
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