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: SREBF2

Gene summary for SREBF2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SREBF2

Gene ID

6721

Gene namesterol regulatory element binding transcription factor 2
Gene AliasSREBP-2
Cytomap22q13.2
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

A0A024R1Q0


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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
6721SREBF2CCI_1HumanCervixCC4.86e-231.45e+000.528
6721SREBF2CCI_2HumanCervixCC8.35e-068.48e-010.5249
6721SREBF2CCI_3HumanCervixCC1.05e-341.67e+000.516
6721SREBF2HTA11_3410_2000001011HumanColorectumAD1.50e-10-4.53e-010.0155
6721SREBF2HTA11_2487_2000001011HumanColorectumSER2.26e-024.68e-01-0.1808
6721SREBF2HTA11_347_2000001011HumanColorectumAD7.12e-309.51e-01-0.1954
6721SREBF2HTA11_411_2000001011HumanColorectumSER4.58e-099.45e-01-0.2602
6721SREBF2HTA11_2112_2000001011HumanColorectumSER1.64e-136.99e-01-0.2196
6721SREBF2HTA11_83_2000001011HumanColorectumSER4.41e-096.81e-01-0.1526
6721SREBF2HTA11_696_2000001011HumanColorectumAD1.17e-097.15e-01-0.1464
6721SREBF2HTA11_546_2000001011HumanColorectumAD1.21e-025.42e-01-0.0842
6721SREBF2HTA11_866_3004761011HumanColorectumAD7.45e-05-4.78e-010.096
6721SREBF2HTA11_6818_2000001021HumanColorectumAD2.66e-03-4.07e-010.0588
6721SREBF2HTA11_99999965062_69753HumanColorectumMSI-H2.05e-101.09e+000.3487
6721SREBF2HTA11_99999974143_84620HumanColorectumMSS1.35e-22-6.55e-010.3005
6721SREBF2F007HumanColorectumFAP5.28e-03-4.54e-010.1176
6721SREBF2A002-C-010HumanColorectumFAP3.26e-10-4.35e-010.242
6721SREBF2A001-C-207HumanColorectumFAP8.00e-07-5.07e-010.1278
6721SREBF2A015-C-203HumanColorectumFAP4.60e-38-6.53e-01-0.1294
6721SREBF2A015-C-204HumanColorectumFAP4.89e-08-5.00e-01-0.0228
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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:006161417Oral cavityOSCCpri-miRNA transcription by RNA polymerase II35/730555/187231.88e-041.27e-0335
GO:19026523Oral cavityOSCCsecondary alcohol metabolic process79/7305147/187231.98e-041.33e-0379
GO:190289317Oral cavityOSCCregulation of pri-miRNA transcription by RNA polymerase II34/730554/187233.12e-041.94e-0334
GO:00085934Oral cavityOSCCregulation of Notch signaling pathway53/730595/187236.64e-043.72e-0353
GO:00082033Oral cavityOSCCcholesterol metabolic process72/7305137/187238.63e-044.55e-0372
GO:00344053Oral cavityOSCCresponse to fluid shear stress23/730535/187231.25e-036.25e-0323
GO:00199154Oral cavityOSCClipid storage48/730587/187231.60e-037.62e-0348
GO:19028958Oral cavityOSCCpositive regulation of pri-miRNA transcription by RNA polymerase II26/730542/187232.22e-031.00e-0226
GO:00161253Oral cavityOSCCsterol metabolic process77/7305152/187232.26e-031.00e-0277
GO:00714022Oral cavityOSCCcellular response to lipoprotein particle stimulus22/730536/187235.96e-032.27e-0222
GO:00108835Oral cavityOSCCregulation of lipid storage32/730557/187236.45e-032.40e-0232
GO:00329334Oral cavityOSCCSREBP signaling pathway11/730515/187237.49e-032.75e-0211
GO:00082024Oral cavityOSCCsteroid metabolic process146/7305319/187237.78e-032.85e-02146
GO:0055094Oral cavityOSCCresponse to lipoprotein particle20/730534/187231.51e-024.91e-0220
GO:00715014Oral cavityOSCCcellular response to sterol depletion11/730516/187231.56e-024.99e-0211
GO:007259419Oral cavityLPestablishment of protein localization to organelle205/4623422/187236.76e-273.85e-24205
GO:0006605110Oral cavityLPprotein targeting156/4623314/187235.43e-221.62e-19156
GO:1903829110Oral cavityLPpositive regulation of cellular protein localization127/4623276/187237.52e-159.81e-13127
GO:000683919Oral cavityLPmitochondrial transport119/4623254/187231.06e-141.33e-12119
GO:007058519Oral cavityLPprotein localization to mitochondrion70/4623125/187236.73e-147.02e-1270
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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
SREBF2ABSColorectumADACSS2,FDPS,SIPA1L3, etc.2.79e-01The 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.
SREBF2ABSColorectumSERACSS2,FDPS,SIPA1L3, etc.2.71e-01The 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.
SREBF2SMCPancreasHealthyHMGCS1,IDI1,CWC27, etc.6.36e-01The 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.
SREBF2CAFPancreasPDACHMGCS1,IDI1,CWC27, etc.1.02e-01The 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.
∗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
SREBF2SNVMissense_Mutationc.1412N>Tp.Pro471Leup.P471LQ12772protein_codingdeleterious(0.02)benign(0.154)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
SREBF2SNVMissense_Mutationrs147747695c.2562N>Ap.Met854Ilep.M854IQ12772protein_codingdeleterious(0.04)benign(0)TCGA-BH-A0HP-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
SREBF2SNVMissense_Mutationc.1334N>Gp.Ser445Cysp.S445CQ12772protein_codingdeleterious(0)probably_damaging(0.997)TCGA-BH-A18U-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
SREBF2insertionFrame_Shift_Insnovelc.653_654insAAAAATTAGCp.Thr219LysfsTer99p.T219Kfs*99Q12772protein_codingTCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
SREBF2insertionNonsense_Mutationnovelc.1267_1268insGATTAACCCAGGAAGAGTCTCAGACCTCATGAAGTACTGCCp.Asp423GlyfsTer11p.D423Gfs*11Q12772protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SREBF2deletionFrame_Shift_Delnovelc.1435delCp.Arg479AlafsTer19p.R479Afs*19Q12772protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
SREBF2deletionFrame_Shift_Delnovelc.3047delGp.Gly1016AlafsTer26p.G1016Afs*26Q12772protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
SREBF2SNVMissense_Mutationrs200228342c.1418N>Tp.Ala473Valp.A473VQ12772protein_codingdeleterious(0.02)benign(0.266)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SREBF2SNVMissense_Mutationc.2674G>Ap.Asp892Asnp.D892NQ12772protein_codingdeleterious(0)probably_damaging(0.997)TCGA-LP-A4AV-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SREBF2SNVMissense_Mutationc.2661N>Tp.Trp887Cysp.W887CQ12772protein_codingdeleterious(0)probably_damaging(0.998)TCGA-ZJ-AAXD-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
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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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