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: SPRTN

Gene summary for SPRTN

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SPRTN

Gene ID

83932

Gene nameSprT-like N-terminal domain
Gene AliasC1orf124
Cytomap1q42.2
Gene Typeprotein-coding
GO ID

GO:0000731

UniProtAcc

Q9H040


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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
83932SPRTNLZE2THumanEsophagusESCC4.41e-024.04e-010.082
83932SPRTNLZE4THumanEsophagusESCC8.42e-041.41e-010.0811
83932SPRTNLZE7THumanEsophagusESCC1.20e-084.00e-010.0667
83932SPRTNLZE24THumanEsophagusESCC7.29e-102.62e-010.0596
83932SPRTNLZE21THumanEsophagusESCC3.90e-021.45e-010.0655
83932SPRTNP1T-EHumanEsophagusESCC3.65e-043.20e-010.0875
83932SPRTNP2T-EHumanEsophagusESCC5.88e-233.87e-010.1177
83932SPRTNP4T-EHumanEsophagusESCC1.79e-122.66e-010.1323
83932SPRTNP5T-EHumanEsophagusESCC3.47e-132.95e-010.1327
83932SPRTNP8T-EHumanEsophagusESCC1.99e-101.28e-010.0889
83932SPRTNP9T-EHumanEsophagusESCC1.61e-122.59e-010.1131
83932SPRTNP10T-EHumanEsophagusESCC5.85e-264.89e-010.116
83932SPRTNP11T-EHumanEsophagusESCC2.63e-093.66e-010.1426
83932SPRTNP12T-EHumanEsophagusESCC6.47e-203.49e-010.1122
83932SPRTNP15T-EHumanEsophagusESCC3.17e-133.24e-010.1149
83932SPRTNP16T-EHumanEsophagusESCC1.19e-183.15e-010.1153
83932SPRTNP17T-EHumanEsophagusESCC1.32e-021.13e-010.1278
83932SPRTNP19T-EHumanEsophagusESCC1.30e-022.84e-010.1662
83932SPRTNP20T-EHumanEsophagusESCC9.99e-153.18e-010.1124
83932SPRTNP21T-EHumanEsophagusESCC1.88e-163.78e-010.1617
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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
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
∗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:1903320111EsophagusESCCregulation of protein modification by small protein conjugation or removal181/8552242/187231.80e-202.60e-18181
GO:0031396111EsophagusESCCregulation of protein ubiquitination154/8552210/187232.70e-162.04e-14154
GO:000941113EsophagusESCCresponse to UV115/8552149/187233.29e-151.93e-13115
GO:007189716EsophagusESCCDNA biosynthetic process127/8552180/187231.04e-113.85e-10127
GO:000931419EsophagusESCCresponse to radiation277/8552456/187234.42e-111.43e-09277
GO:005160418EsophagusESCCprotein maturation189/8552294/187237.64e-112.39e-09189
GO:190332216EsophagusESCCpositive regulation of protein modification by small protein conjugation or removal99/8552138/187234.39e-101.16e-0899
GO:003139816EsophagusESCCpositive regulation of protein ubiquitination82/8552119/187232.41e-073.64e-0682
GO:00063012EsophagusESCCpostreplication repair26/855231/187231.32e-051.21e-0426
GO:001648514EsophagusESCCprotein processing134/8552225/187231.81e-051.60e-04134
GO:000941611EsophagusESCCresponse to light stimulus183/8552320/187232.03e-051.76e-04183
GO:0019985EsophagusESCCtranslesion synthesis17/855221/187231.03e-035.19e-0317
GO:190332020Oral cavityOSCCregulation of protein modification by small protein conjugation or removal165/7305242/187232.52e-203.99e-18165
GO:003139620Oral cavityOSCCregulation of protein ubiquitination143/7305210/187231.01e-179.80e-16143
GO:00094114Oral cavityOSCCresponse to UV99/7305149/187231.01e-113.70e-1099
GO:005160410Oral cavityOSCCprotein maturation170/7305294/187233.97e-111.28e-09170
GO:000931416Oral cavityOSCCresponse to radiation241/7305456/187239.76e-102.40e-08241
GO:19033227Oral cavityOSCCpositive regulation of protein modification by small protein conjugation or removal88/7305138/187233.24e-097.39e-0888
GO:00718979Oral cavityOSCCDNA biosynthetic process106/7305180/187234.86e-088.95e-07106
GO:00313986Oral cavityOSCCpositive regulation of protein ubiquitination75/7305119/187239.46e-081.65e-0675
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
SPRTNSNVMissense_Mutationrs143558208c.502C>Tp.Arg168Cysp.R168CQ9H040protein_codingdeleterious(0)probably_damaging(0.993)TCGA-A7-A2KD-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
SPRTNSNVMissense_Mutationc.1383N>Ap.Asn461Lysp.N461KQ9H040protein_codingtolerated(0.35)benign(0)TCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SPRTNSNVMissense_Mutationrs761874937c.541N>Ap.Gly181Serp.G181SQ9H040protein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SPRTNSNVMissense_Mutationrs145727605c.491G>Ap.Arg164Glnp.R164QQ9H040protein_codingtolerated(1)benign(0.007)TCGA-AO-A12D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
SPRTNSNVMissense_Mutationc.1094N>Gp.Ser365Cysp.S365CQ9H040protein_codingdeleterious(0.02)possibly_damaging(0.819)TCGA-D8-A147-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicineSD
SPRTNSNVMissense_Mutationc.419N>Ap.Arg140Hisp.R140HQ9H040protein_codingdeleterious(0)probably_damaging(0.99)TCGA-OL-A97C-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SPRTNSNVMissense_Mutationnovelc.446N>Ap.Ile149Lysp.I149KQ9H040protein_codingdeleterious(0)probably_damaging(0.998)TCGA-EA-A3HS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SPRTNSNVMissense_Mutationc.61N>Ap.Glu21Lysp.E21KQ9H040protein_codingtolerated(0.51)benign(0.001)TCGA-JX-A3Q0-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
SPRTNSNVMissense_Mutationc.419N>Ap.Arg140Hisp.R140HQ9H040protein_codingdeleterious(0)probably_damaging(0.99)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
SPRTNSNVMissense_Mutationnovelc.88N>Cp.Ser30Prop.S30PQ9H040protein_codingdeleterious(0)probably_damaging(0.947)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=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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