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: SRRT

Gene summary for SRRT

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SRRT

Gene ID

51593

Gene nameserrate, RNA effector molecule
Gene AliasARS2
Cytomap7q22.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9BXP5


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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
51593SRRTLZE4THumanEsophagusESCC1.17e-093.78e-010.0811
51593SRRTLZE7THumanEsophagusESCC8.00e-147.79e-010.0667
51593SRRTLZE8THumanEsophagusESCC9.28e-142.57e-010.067
51593SRRTLZE20THumanEsophagusESCC3.37e-041.84e-010.0662
51593SRRTLZE21D1HumanEsophagusHGIN9.57e-032.26e-010.0632
51593SRRTLZE22THumanEsophagusESCC1.27e-185.90e-010.068
51593SRRTLZE24THumanEsophagusESCC4.12e-194.91e-010.0596
51593SRRTLZE21THumanEsophagusESCC1.33e-035.75e-010.0655
51593SRRTLZE6THumanEsophagusESCC1.63e-074.23e-010.0845
51593SRRTP1T-EHumanEsophagusESCC1.02e-147.65e-010.0875
51593SRRTP2T-EHumanEsophagusESCC2.48e-611.15e+000.1177
51593SRRTP4T-EHumanEsophagusESCC5.65e-236.35e-010.1323
51593SRRTP5T-EHumanEsophagusESCC6.72e-153.62e-010.1327
51593SRRTP8T-EHumanEsophagusESCC7.59e-296.05e-010.0889
51593SRRTP9T-EHumanEsophagusESCC1.55e-194.54e-010.1131
51593SRRTP10T-EHumanEsophagusESCC4.16e-306.51e-010.116
51593SRRTP11T-EHumanEsophagusESCC3.17e-166.20e-010.1426
51593SRRTP12T-EHumanEsophagusESCC1.13e-408.01e-010.1122
51593SRRTP15T-EHumanEsophagusESCC8.20e-338.48e-010.1149
51593SRRTP16T-EHumanEsophagusESCC3.37e-429.37e-010.1153
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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
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:003447010EsophagusHGINncRNA processing97/2587395/187235.92e-093.90e-0797
GO:00198277EsophagusHGINstem cell population maintenance39/2587131/187231.63e-066.14e-0539
GO:00346606EsophagusHGINncRNA metabolic process104/2587485/187232.26e-068.23e-05104
GO:00987278EsophagusHGINmaintenance of cell number39/2587134/187233.02e-061.03e-0439
GO:00466859EsophagusHGINresponse to arsenic-containing substance15/258733/187231.08e-053.10e-0415
GO:00310532EsophagusHGINprimary miRNA processing6/258713/187234.97e-034.18e-026
GO:003447015EsophagusESCCncRNA processing300/8552395/187233.09e-353.26e-32300
GO:003466012EsophagusESCCncRNA metabolic process346/8552485/187234.35e-312.51e-28346
GO:004668514EsophagusESCCresponse to arsenic-containing substance30/855233/187235.73e-081.02e-0630
GO:009872714EsophagusESCCmaintenance of cell number90/8552134/187233.94e-075.43e-0690
GO:001982714EsophagusESCCstem cell population maintenance88/8552131/187235.23e-076.97e-0688
GO:001072010EsophagusESCCpositive regulation of cell development172/8552298/187231.74e-051.55e-04172
GO:005076710EsophagusESCCregulation of neurogenesis203/8552364/187236.10e-054.68e-04203
GO:00507697EsophagusESCCpositive regulation of neurogenesis131/8552225/187239.71e-056.90e-04131
GO:00351969EsophagusESCCproduction of miRNAs involved in gene silencing by miRNA37/855252/187231.75e-041.14e-0337
GO:00310508EsophagusESCCdsRNA processing38/855254/187232.08e-041.31e-0338
GO:00709188EsophagusESCCproduction of small RNA involved in gene silencing by RNA38/855254/187232.08e-041.31e-0338
GO:00519606EsophagusESCCregulation of nervous system development237/8552443/187235.02e-042.78e-03237
GO:00519625EsophagusESCCpositive regulation of nervous system development149/8552272/187231.50e-037.06e-03149
GO:003105311EsophagusESCCprimary miRNA processing11/855213/187234.76e-031.85e-0211
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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
SRRTSNVMissense_Mutationc.367A>Tp.Met123Leup.M123LQ9BXP5protein_codingtolerated(0.73)benign(0)TCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
SRRTSNVMissense_Mutationc.2546N>Gp.Pro849Argp.P849RQ9BXP5protein_codingtolerated(0.15)benign(0.151)TCGA-A7-A0DA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
SRRTSNVMissense_Mutationc.2467C>Tp.Pro823Serp.P823SQ9BXP5protein_codingtolerated(0.08)benign(0.157)TCGA-A8-A095-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
SRRTSNVMissense_Mutationrs201528871c.1801N>Tp.Arg601Trpp.R601WQ9BXP5protein_codingdeleterious(0)possibly_damaging(0.544)TCGA-AR-A24Q-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
SRRTSNVMissense_Mutationnovelc.456N>Gp.Phe152Leup.F152LQ9BXP5protein_codingtolerated(0.38)probably_damaging(0.973)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SRRTSNVMissense_Mutationrs199528372c.2242N>Ap.Ala748Thrp.A748TQ9BXP5protein_codingtolerated(0.36)benign(0.041)TCGA-E9-A22H-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
SRRTinsertionFrame_Shift_Insnovelc.800_801insATCCCp.Leu268SerfsTer30p.L268Sfs*30Q9BXP5protein_codingTCGA-A8-A08T-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
SRRTSNVMissense_Mutationc.118N>Ap.Asp40Asnp.D40NQ9BXP5protein_codingdeleterious(0.05)benign(0.227)TCGA-C5-A1BQ-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
SRRTSNVMissense_Mutationc.2230N>Gp.Lys744Glup.K744EQ9BXP5protein_codingtolerated(0.05)possibly_damaging(0.85)TCGA-C5-A1M6-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
SRRTSNVMissense_Mutationc.2594G>Ap.Arg865Glnp.R865QQ9BXP5protein_codingdeleterious(0.01)probably_damaging(0.953)TCGA-C5-A1MH-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinPD
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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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