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: SREK1IP1

Gene summary for SREK1IP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SREK1IP1

Gene ID

285672

Gene nameSREK1 interacting protein 1
Gene AliasP18SRP
Cytomap5q12.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q8N9Q2


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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
285672SREK1IP1LZE4THumanEsophagusESCC1.42e-051.63e-010.0811
285672SREK1IP1LZE5THumanEsophagusESCC1.22e-02-6.18e-030.0514
285672SREK1IP1LZE7THumanEsophagusESCC1.22e-033.60e-010.0667
285672SREK1IP1LZE8THumanEsophagusESCC9.84e-04-2.41e-040.067
285672SREK1IP1LZE20THumanEsophagusESCC6.04e-071.32e-010.0662
285672SREK1IP1LZE22D1HumanEsophagusHGIN6.47e-07-3.05e-020.0595
285672SREK1IP1LZE22THumanEsophagusESCC4.66e-04-3.48e-020.068
285672SREK1IP1LZE24THumanEsophagusESCC2.84e-111.64e-010.0596
285672SREK1IP1LZE6THumanEsophagusESCC8.44e-061.91e-010.0845
285672SREK1IP1P1T-EHumanEsophagusESCC1.93e-107.46e-010.0875
285672SREK1IP1P2T-EHumanEsophagusESCC4.42e-173.88e-010.1177
285672SREK1IP1P4T-EHumanEsophagusESCC7.96e-113.14e-010.1323
285672SREK1IP1P5T-EHumanEsophagusESCC2.73e-142.64e-010.1327
285672SREK1IP1P8T-EHumanEsophagusESCC2.99e-315.03e-010.0889
285672SREK1IP1P9T-EHumanEsophagusESCC1.42e-164.88e-010.1131
285672SREK1IP1P10T-EHumanEsophagusESCC4.88e-243.15e-010.116
285672SREK1IP1P11T-EHumanEsophagusESCC4.17e-116.96e-010.1426
285672SREK1IP1P12T-EHumanEsophagusESCC9.22e-224.85e-010.1122
285672SREK1IP1P15T-EHumanEsophagusESCC8.44e-142.08e-010.1149
285672SREK1IP1P16T-EHumanEsophagusESCC2.23e-161.54e-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
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:000838026EsophagusHGINRNA splicing160/2587434/187233.74e-341.12e-30160
GO:0008380111EsophagusESCCRNA splicing336/8552434/187231.74e-423.67e-39336
GO:000838012LiverCirrhoticRNA splicing229/4634434/187239.13e-372.86e-33229
GO:000838022LiverHCCRNA splicing313/7958434/187231.36e-361.73e-33313
GO:000838020Oral cavityOSCCRNA splicing308/7305434/187232.43e-427.70e-39308
GO:0008380110Oral cavityLPRNA splicing237/4623434/187231.82e-413.79e-38237
GO:000838027SkinAKRNA splicing111/1910434/187231.85e-205.49e-17111
GO:0008380112SkincSCCRNA splicing263/4864434/187232.45e-535.13e-50263
GO:000838028ThyroidHTRNA splicing84/1272434/187231.23e-181.14e-1584
GO:0008380113ThyroidPTCRNA splicing273/5968434/187234.44e-411.40e-37273
GO:000838034ThyroidATCRNA splicing270/6293434/187237.50e-351.19e-31270
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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
SREK1IP1SNVMissense_Mutationc.35N>Ap.Arg12Lysp.R12KQ8N9Q2protein_codingdeleterious(0.02)probably_damaging(0.973)TCGA-AO-A0J9-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
SREK1IP1deletionFrame_Shift_Delrs758194195c.271delNp.Arg91GlyfsTer67p.R91Gfs*67Q8N9Q2protein_codingTCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SREK1IP1deletionFrame_Shift_Delnovelc.115delNp.Asp39ThrfsTer2p.D39Tfs*2Q8N9Q2protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
SREK1IP1SNVMissense_Mutationnovelc.223G>Ap.Glu75Lysp.E75KQ8N9Q2protein_codingtolerated(0.17)benign(0.054)TCGA-VS-A9UC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
SREK1IP1SNVMissense_Mutationnovelc.135N>Ap.Ser45Argp.S45RQ8N9Q2protein_codingdeleterious(0)probably_damaging(0.995)TCGA-VS-A9UD-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
SREK1IP1deletionFrame_Shift_Delc.381delNp.Lys129AsnfsTer29p.K129Nfs*29Q8N9Q2protein_codingTCGA-VS-A9U6-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
SREK1IP1SNVMissense_Mutationrs752181049c.86N>Ap.Arg29Hisp.R29HQ8N9Q2protein_codingdeleterious(0.01)probably_damaging(0.971)TCGA-D5-6930-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SREK1IP1SNVMissense_Mutationc.242N>Cp.Ser81Thrp.S81TQ8N9Q2protein_codingtolerated(0.18)possibly_damaging(0.483)TCGA-AG-3890-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
SREK1IP1SNVMissense_Mutationnovelc.456C>Ap.Phe152Leup.F152LQ8N9Q2protein_codingtolerated_low_confidence(0.05)benign(0)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
SREK1IP1deletionIn_Frame_Delnovelc.346_354delGAAAAGAAAp.Glu116_Lys118delp.E116_K118delQ8N9Q2protein_codingTCGA-5M-AATA-01Colorectumcolon adenocarcinomaUnknownUnknownI/IIUnknownUnknownUnknown
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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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