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:003030111LiverCirrhoticcholesterol transport44/4634117/187231.34e-038.98e-0344
GO:00715013LiverCirrhoticcellular response to sterol depletion10/463416/187231.51e-039.91e-0310
GO:00323711LiverCirrhoticregulation of sterol transport31/463478/187232.43e-031.46e-0231
GO:00323741LiverCirrhoticregulation of cholesterol transport31/463478/187232.43e-031.46e-0231
GO:19059521LiverCirrhoticregulation of lipid localization62/4634181/187232.53e-031.51e-0262
GO:00329333LiverCirrhoticSREBP signaling pathway9/463415/187233.88e-032.10e-029
GO:00069912LiverCirrhoticresponse to sterol depletion10/463418/187235.00e-032.59e-0210
GO:00510514LiverCirrhoticnegative regulation of transport141/4634470/187235.06e-032.62e-02141
GO:00323681LiverCirrhoticregulation of lipid transport51/4634149/187235.85e-032.93e-0251
GO:1905953LiverCirrhoticnegative regulation of lipid localization26/463466/187235.99e-032.99e-0226
GO:19059541LiverCirrhoticpositive regulation of lipid localization39/4634110/187237.76e-033.65e-0239
GO:006161412LiverCirrhoticpri-miRNA transcription by RNA polymerase II22/463455/187238.94e-034.12e-0222
GO:007259422LiverHCCestablishment of protein localization to organelle299/7958422/187231.06e-326.10e-30299
GO:190382922LiverHCCpositive regulation of cellular protein localization199/7958276/187231.15e-232.62e-21199
GO:000660512LiverHCCprotein targeting219/7958314/187237.74e-231.49e-20219
GO:003238621LiverHCCregulation of intracellular transport231/7958337/187231.99e-223.40e-20231
GO:000683912LiverHCCmitochondrial transport184/7958254/187232.30e-223.83e-20184
GO:003315721LiverHCCregulation of intracellular protein transport165/7958229/187238.37e-201.15e-17165
GO:002241112LiverHCCcellular component disassembly282/7958443/187231.02e-191.38e-17282
GO:003238821LiverHCCpositive regulation of intracellular transport148/7958202/187235.15e-196.66e-17148
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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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