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: SCRN2

Gene summary for SCRN2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SCRN2

Gene ID

90507

Gene namesecernin 2
Gene AliasSes2
Cytomap17q21.32
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

Q96FV2


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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
90507SCRN2LZE3DHumanEsophagusHGIN2.57e-023.97e-010.0668
90507SCRN2LZE4THumanEsophagusESCC1.15e-048.36e-020.0811
90507SCRN2LZE7THumanEsophagusESCC1.80e-072.46e-010.0667
90507SCRN2LZE8THumanEsophagusESCC5.20e-091.76e-010.067
90507SCRN2LZE20THumanEsophagusESCC1.14e-024.18e-020.0662
90507SCRN2LZE22D1HumanEsophagusHGIN1.13e-041.12e-010.0595
90507SCRN2LZE24THumanEsophagusESCC1.79e-235.55e-010.0596
90507SCRN2LZE22D3HumanEsophagusHGIN5.07e-044.96e-010.0653
90507SCRN2LZE21THumanEsophagusESCC3.36e-051.41e-010.0655
90507SCRN2LZE6THumanEsophagusESCC3.29e-073.62e-010.0845
90507SCRN2P1T-EHumanEsophagusESCC1.24e-106.22e-010.0875
90507SCRN2P2T-EHumanEsophagusESCC5.31e-163.61e-010.1177
90507SCRN2P4T-EHumanEsophagusESCC3.73e-397.36e-010.1323
90507SCRN2P5T-EHumanEsophagusESCC2.56e-275.67e-010.1327
90507SCRN2P8T-EHumanEsophagusESCC3.09e-244.43e-010.0889
90507SCRN2P9T-EHumanEsophagusESCC4.83e-162.37e-010.1131
90507SCRN2P10T-EHumanEsophagusESCC8.78e-171.93e-010.116
90507SCRN2P11T-EHumanEsophagusESCC7.83e-104.50e-010.1426
90507SCRN2P12T-EHumanEsophagusESCC1.42e-285.06e-010.1122
90507SCRN2P15T-EHumanEsophagusESCC6.52e-193.12e-010.1149
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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
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
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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
SCRN2SNVMissense_Mutationc.828N>Gp.Ile276Metp.I276MQ96FV2protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SCRN2SNVMissense_Mutationrs766421033c.433N>Ap.Gly145Argp.G145RQ96FV2protein_codingdeleterious(0)probably_damaging(1)TCGA-AR-A251-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
SCRN2SNVMissense_Mutationnovelc.292G>Ap.Glu98Lysp.E98KQ96FV2protein_codingdeleterious(0)probably_damaging(0.999)TCGA-C8-A8HQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SCRN2deletionFrame_Shift_Delc.328delNp.Glu110LysfsTer25p.E110Kfs*25Q96FV2protein_codingTCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SCRN2SNVMissense_Mutationrs144133774c.1040N>Ap.Arg347Glnp.R347QQ96FV2protein_codingdeleterious(0.01)probably_damaging(0.994)TCGA-C5-A1BQ-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
SCRN2SNVMissense_Mutationc.8N>Tp.Ser3Leup.S3LQ96FV2protein_codingtolerated_low_confidence(0.16)benign(0)TCGA-EK-A2RB-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SCRN2SNVMissense_Mutationrs374214556c.1079N>Ap.Arg360Hisp.R360HQ96FV2protein_codingdeleterious(0.02)benign(0.373)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
SCRN2SNVMissense_Mutationrs779903206c.1243N>Ap.Ala415Thrp.A415TQ96FV2protein_codingtolerated(0.1)benign(0)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
SCRN2SNVMissense_Mutationrs751802544c.566N>Ap.Arg189Hisp.R189HQ96FV2protein_codingdeleterious(0.02)benign(0.013)TCGA-G4-6628-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SCRN2deletionFrame_Shift_Delrs750983392c.437delGp.Gly146AlafsTer50p.G146Afs*50Q96FV2protein_codingTCGA-AA-3966-01Colorectumcolon 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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