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: SRP68

Gene summary for SRP68

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SRP68

Gene ID

6730

Gene namesignal recognition particle 68
Gene AliasSRP68
Cytomap17q25.1
Gene Typeprotein-coding
GO ID

GO:0006605

UniProtAcc

Q9UHB9


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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
6730SRP68LZE2THumanEsophagusESCC3.57e-043.81e-010.082
6730SRP68LZE4THumanEsophagusESCC6.85e-132.34e-010.0811
6730SRP68LZE7THumanEsophagusESCC4.06e-022.34e-010.0667
6730SRP68LZE20THumanEsophagusESCC3.94e-061.21e-010.0662
6730SRP68LZE24THumanEsophagusESCC3.20e-104.22e-010.0596
6730SRP68P2T-EHumanEsophagusESCC9.84e-345.17e-010.1177
6730SRP68P4T-EHumanEsophagusESCC3.92e-173.53e-010.1323
6730SRP68P5T-EHumanEsophagusESCC7.76e-128.93e-020.1327
6730SRP68P8T-EHumanEsophagusESCC2.36e-183.61e-010.0889
6730SRP68P9T-EHumanEsophagusESCC5.50e-133.46e-010.1131
6730SRP68P10T-EHumanEsophagusESCC3.42e-213.59e-010.116
6730SRP68P11T-EHumanEsophagusESCC5.11e-191.00e+000.1426
6730SRP68P12T-EHumanEsophagusESCC9.04e-337.38e-010.1122
6730SRP68P15T-EHumanEsophagusESCC2.31e-276.99e-010.1149
6730SRP68P16T-EHumanEsophagusESCC5.29e-325.69e-010.1153
6730SRP68P17T-EHumanEsophagusESCC8.63e-115.34e-010.1278
6730SRP68P19T-EHumanEsophagusESCC7.48e-086.54e-010.1662
6730SRP68P20T-EHumanEsophagusESCC6.34e-461.24e+000.1124
6730SRP68P21T-EHumanEsophagusESCC1.06e-264.90e-010.1617
6730SRP68P22T-EHumanEsophagusESCC5.09e-255.12e-010.1236
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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
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:0072594110EsophagusESCCestablishment of protein localization to organelle311/8552422/187233.02e-322.13e-29311
GO:0006605111EsophagusESCCprotein targeting229/8552314/187234.93e-231.01e-20229
GO:0090150110EsophagusESCCestablishment of protein localization to membrane182/8552260/187231.27e-158.19e-14182
GO:007097218EsophagusESCCprotein localization to endoplasmic reticulum52/855274/187231.58e-051.42e-0452
GO:00066124EsophagusESCCprotein targeting to membrane83/8552131/187233.31e-052.73e-0483
GO:000941020EsophagusESCCresponse to xenobiotic stimulus253/8552462/187234.55e-053.58e-04253
GO:007259915EsophagusESCCestablishment of protein localization to endoplasmic reticulum31/855246/187232.42e-031.06e-0231
GO:004504715EsophagusESCCprotein targeting to ER28/855242/187234.90e-031.89e-0228
GO:007259422LiverHCCestablishment of protein localization to organelle299/7958422/187231.06e-326.10e-30299
GO:000660512LiverHCCprotein targeting219/7958314/187237.74e-231.49e-20219
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:000941022LiverHCCresponse to xenobiotic stimulus248/7958462/187236.47e-071.02e-05248
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:00066121LiverHCCprotein targeting to membrane75/7958131/187234.58e-043.04e-0375
GO:00066131LiverHCCcotranslational protein targeting to membrane20/795831/187231.11e-024.09e-0220
GO:007259418Oral cavityOSCCestablishment of protein localization to organelle284/7305422/187231.50e-321.35e-29284
GO:000660520Oral cavityOSCCprotein targeting204/7305314/187236.78e-211.13e-18204
GO:009015018Oral cavityOSCCestablishment of protein localization to membrane163/7305260/187237.13e-154.47e-13163
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0306026EsophagusESCCProtein export22/420523/84652.43e-061.43e-057.32e-0622
hsa0306036EsophagusESCCProtein export22/420523/84652.43e-061.43e-057.32e-0622
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
SRP68SNVMissense_Mutationc.134N>Tp.Ser45Leup.S45LQ9UHB9protein_codingtolerated(0.22)benign(0.01)TCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SRP68SNVMissense_Mutationrs747691330c.119N>Gp.Glu40Glyp.E40GQ9UHB9protein_codingdeleterious(0.03)probably_damaging(0.969)TCGA-D8-A147-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicineSD
SRP68insertionNonsense_Mutationnovelc.290_291insTTCTGTCTCTGGTCTAGATACTTGCTTCTGGTTCTGATGGATGCTGp.Leu98SerfsTer12p.L98Sfs*12Q9UHB9protein_codingTCGA-A2-A04Y-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
SRP68deletionFrame_Shift_Delnovelc.274delNp.Arg92AspfsTer22p.R92Dfs*22Q9UHB9protein_codingTCGA-A2-A0YF-01Breastbreast invasive carcinomaFemale>=65I/IIUnspecificArimidexSD
SRP68insertionFrame_Shift_Insnovelc.1000_1001insCCTCCAATTCTGTCTCCAGGTGGACTTCTCCp.Glu334AlafsTer15p.E334Afs*15Q9UHB9protein_codingTCGA-A8-A07U-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilSD
SRP68SNVMissense_Mutationrs779576471c.1168N>Gp.Thr390Alap.T390AQ9UHB9protein_codingtolerated(0.15)benign(0.342)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SRP68SNVMissense_Mutationc.847A>Gp.Thr283Alap.T283AQ9UHB9protein_codingtolerated(1)benign(0.001)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
SRP68SNVMissense_Mutationnovelc.703C>Gp.Gln235Glup.Q235EQ9UHB9protein_codingdeleterious(0.04)possibly_damaging(0.647)TCGA-UC-A7PI-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
SRP68SNVMissense_Mutationc.619N>Ap.Ala207Thrp.A207TQ9UHB9protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SRP68SNVMissense_Mutationrs752117551c.1003C>Tp.Arg335Cysp.R335CQ9UHB9protein_codingdeleterious(0.02)possibly_damaging(0.627)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
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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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