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: SLBP

Gene summary for SLBP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLBP

Gene ID

7884

Gene namestem-loop binding protein
Gene AliasHBP
Cytomap4p16.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

B3KST9


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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
7884SLBPHTA11_2951_2000001011HumanColorectumAD9.87e-034.36e-010.0216
7884SLBPHTA11_347_2000001011HumanColorectumAD4.33e-031.57e-01-0.1954
7884SLBPHTA11_3361_2000001011HumanColorectumAD3.47e-145.70e-01-0.1207
7884SLBPHTA11_696_2000001011HumanColorectumAD1.86e-042.11e-01-0.1464
7884SLBPHTA11_866_2000001011HumanColorectumAD5.03e-031.67e-01-0.1001
7884SLBPHTA11_1391_2000001011HumanColorectumAD1.21e-053.57e-01-0.059
7884SLBPHTA11_6818_2000001011HumanColorectumAD2.25e-044.23e-010.0112
7884SLBPHTA11_99999971662_82457HumanColorectumMSS6.63e-042.42e-010.3859
7884SLBPLZE2THumanEsophagusESCC7.47e-034.69e-010.082
7884SLBPLZE4THumanEsophagusESCC2.90e-061.13e-010.0811
7884SLBPLZE8THumanEsophagusESCC4.95e-04-1.58e-010.067
7884SLBPLZE20THumanEsophagusESCC7.58e-154.37e-010.0662
7884SLBPLZE21D1HumanEsophagusHGIN1.02e-02-3.95e-020.0632
7884SLBPLZE22D1HumanEsophagusHGIN2.71e-025.85e-020.0595
7884SLBPLZE22THumanEsophagusESCC2.94e-025.49e-010.068
7884SLBPLZE24THumanEsophagusESCC2.40e-177.60e-010.0596
7884SLBPLZE21THumanEsophagusESCC4.33e-082.22e-010.0655
7884SLBPLZE6THumanEsophagusESCC4.97e-03-9.58e-020.0845
7884SLBPP1T-EHumanEsophagusESCC3.67e-107.75e-010.0875
7884SLBPP2T-EHumanEsophagusESCC3.08e-631.36e+000.1177
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:0006403ColorectumADRNA localization71/3918201/187231.54e-064.76e-0571
GO:0051236ColorectumADestablishment of RNA localization58/3918166/187231.95e-054.01e-0458
GO:0015931ColorectumADnucleobase-containing compound transport73/3918222/187232.02e-054.10e-0473
GO:0050657ColorectumADnucleic acid transport57/3918163/187232.22e-054.39e-0457
GO:0050658ColorectumADRNA transport57/3918163/187232.22e-054.39e-0457
GO:0051028ColorectumADmRNA transport42/3918130/187231.57e-031.32e-0242
GO:00064032ColorectumMSSRNA localization69/3467201/187236.33e-083.26e-0669
GO:00159312ColorectumMSSnucleobase-containing compound transport70/3467222/187231.92e-066.01e-0570
GO:00512362ColorectumMSSestablishment of RNA localization55/3467166/187234.54e-061.27e-0455
GO:00506572ColorectumMSSnucleic acid transport54/3467163/187235.54e-061.49e-0454
GO:00506582ColorectumMSSRNA transport54/3467163/187235.54e-061.49e-0454
GO:00510281ColorectumMSSmRNA transport40/3467130/187234.94e-045.75e-0340
GO:000640320EsophagusHGINRNA localization66/2587201/187234.06e-125.41e-1066
GO:005065716EsophagusHGINnucleic acid transport49/2587163/187235.71e-083.06e-0649
GO:005065816EsophagusHGINRNA transport49/2587163/187235.71e-083.06e-0649
GO:005123616EsophagusHGINestablishment of RNA localization49/2587166/187231.07e-075.47e-0649
GO:00510288EsophagusHGINmRNA transport40/2587130/187234.67e-072.07e-0540
GO:001593116EsophagusHGINnucleobase-containing compound transport57/2587222/187231.76e-066.52e-0557
GO:00311243EsophagusHGINmRNA 3'-end processing18/258762/187231.37e-031.61e-0218
GO:0006403110EsophagusESCCRNA localization166/8552201/187231.95e-276.18e-25166
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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
SLBPSNVMissense_Mutationrs764796066c.454G>Ap.Asp152Asnp.D152NQ14493protein_codingdeleterious(0)possibly_damaging(0.851)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SLBPSNVMissense_Mutationrs764796066c.454N>Ap.Asp152Asnp.D152NQ14493protein_codingdeleterious(0)possibly_damaging(0.851)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
SLBPSNVMissense_Mutationc.221N>Cp.Asp74Alap.D74AQ14493protein_codingdeleterious(0)possibly_damaging(0.631)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
SLBPSNVMissense_Mutationc.560N>Cp.Ile187Thrp.I187TQ14493protein_codingdeleterious(0)probably_damaging(0.999)TCGA-CM-5861-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownPD
SLBPSNVMissense_Mutationnovelc.794A>Gp.Asp265Glyp.D265GQ14493protein_codingdeleterious_low_confidence(0)possibly_damaging(0.71)TCGA-AG-A00Y-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownPD
SLBPSNVMissense_Mutationrs751873933c.206G>Ap.Arg69Hisp.R69HQ14493protein_codingtolerated(0.47)benign(0.01)TCGA-D1-A0ZO-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SLBPSNVMissense_Mutationrs764796066c.454N>Ap.Asp152Asnp.D152NQ14493protein_codingdeleterious(0)possibly_damaging(0.851)TCGA-D1-A16X-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SLBPSNVMissense_Mutationrs764796066c.454N>Ap.Asp152Asnp.D152NQ14493protein_codingdeleterious(0)possibly_damaging(0.851)TCGA-EO-A22R-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SLBPSNVMissense_Mutationrs200085408c.429C>Gp.Asn143Lysp.N143KQ14493protein_codingdeleterious(0)possibly_damaging(0.72)TCGA-BD-A3EP-01Liverliver hepatocellular carcinomaFemale>=65I/IIUnknownUnknownSD
SLBPSNVMissense_Mutationnovelc.411N>Cp.Arg137Serp.R137SQ14493protein_codingdeleterious(0)possibly_damaging(0.88)TCGA-CC-A8HV-01Liverliver hepatocellular carcinomaFemale<65I/IITargeted Molecular therapysorafenibPD
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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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