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: SCGB2A1

Gene summary for SCGB2A1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SCGB2A1

Gene ID

4246

Gene namesecretoglobin family 2A member 1
Gene AliasLPHC
Cytomap11q12.3
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

O75556


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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
4246SCGB2A1GSM4909286HumanBreastIDC1.65e-04-1.63e-010.1081
4246SCGB2A1GSM4909298HumanBreastIDC3.81e-063.11e-010.1551
4246SCGB2A1GSM4909299HumanBreastIDC4.75e-331.07e+000.035
4246SCGB2A1GSM4909301HumanBreastIDC1.65e-04-1.63e-010.1577
4246SCGB2A1GSM4909302HumanBreastIDC1.67e-03-1.63e-010.1545
4246SCGB2A1GSM4909304HumanBreastIDC4.83e-02-1.55e-010.1636
4246SCGB2A1GSM4909305HumanBreastIDC1.62e-034.12e-010.0436
4246SCGB2A1GSM4909319HumanBreastIDC1.53e-033.97e-020.1563
4246SCGB2A1brca3HumanBreastPrecancer3.29e-02-1.49e-01-0.0263
4246SCGB2A1DCIS2HumanBreastDCIS6.77e-377.37e-010.0085
4246SCGB2A1CA_HPV_1HumanCervixCC4.00e-05-1.61e-010.0264
4246SCGB2A1CA_HPV_2HumanCervixCC3.83e-04-1.59e-010.0391
4246SCGB2A1HSIL_HPV_2HumanCervixHSIL_HPV2.32e-063.61e-010.0208
4246SCGB2A1sample3HumanCervixCC1.10e-02-1.48e-010.1387
4246SCGB2A1H2HumanCervixHSIL_HPV8.42e-831.62e+000.0632
4246SCGB2A1T2HumanCervixCC5.72e-159.38e-010.0709
4246SCGB2A1T3HumanCervixCC1.37e-02-1.57e-010.1389
4246SCGB2A1AEH-subject3HumanEndometriumAEH9.41e-053.98e-01-0.2576
4246SCGB2A1AEH-subject4HumanEndometriumAEH4.18e-032.02e-01-0.2657
4246SCGB2A1AEH-subject5HumanEndometriumAEH5.71e-106.35e-01-0.2953
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
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
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
∗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:00485459BreastPrecancerresponse to steroid hormone53/1080339/187233.07e-113.66e-0953
GO:00713838BreastPrecancercellular response to steroid hormone stimulus28/1080204/187231.78e-054.26e-0428
GO:00305217BreastPrecancerandrogen receptor signaling pathway10/108044/187231.61e-042.69e-0310
GO:00305187BreastPrecancerintracellular steroid hormone receptor signaling pathway16/1080116/187231.01e-031.13e-0216
GO:00305228BreastPrecancerintracellular receptor signaling pathway27/1080265/187232.99e-032.57e-0227
GO:00434018BreastPrecancersteroid hormone mediated signaling pathway16/1080136/187235.21e-033.88e-0216
GO:004854514BreastIDCresponse to steroid hormone70/1434339/187231.34e-144.23e-1270
GO:007138314BreastIDCcellular response to steroid hormone stimulus35/1434204/187235.29e-061.75e-0435
GO:003051813BreastIDCintracellular steroid hormone receptor signaling pathway22/1434116/187236.16e-051.28e-0322
GO:003052113BreastIDCandrogen receptor signaling pathway12/143444/187238.17e-051.60e-0312
GO:003052214BreastIDCintracellular receptor signaling pathway37/1434265/187232.77e-044.26e-0337
GO:004340113BreastIDCsteroid hormone mediated signaling pathway22/1434136/187236.51e-048.04e-0322
GO:004854524BreastDCISresponse to steroid hormone67/1390339/187231.02e-132.76e-1167
GO:007138324BreastDCIScellular response to steroid hormone stimulus34/1390204/187237.04e-061.95e-0434
GO:003051823BreastDCISintracellular steroid hormone receptor signaling pathway21/1390116/187231.16e-042.03e-0321
GO:003052122BreastDCISandrogen receptor signaling pathway11/139044/187232.83e-044.19e-0311
GO:003052224BreastDCISintracellular receptor signaling pathway35/1390265/187236.38e-047.92e-0335
GO:004340122BreastDCISsteroid hormone mediated signaling pathway21/1390136/187231.06e-031.16e-0221
GO:004854510CervixCCresponse to steroid hormone74/2311339/187235.71e-072.09e-0574
GO:00305229CervixCCintracellular receptor signaling pathway60/2311265/187231.89e-065.97e-0560
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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
SCGB2A1SNVMissense_Mutationnovelc.59N>Gp.Ser20Cysp.S20CO75556protein_codingdeleterious(0.02)probably_damaging(0.956)TCGA-BH-A28Q-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SCGB2A1SNVMissense_Mutationc.142G>Cp.Glu48Glnp.E48QO75556protein_codingtolerated(0.18)benign(0.229)TCGA-C8-A1HJ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SCGB2A1SNVMissense_Mutationnovelc.166G>Ap.Ala56Thrp.A56TO75556protein_codingtolerated(0.5)benign(0.258)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SCGB2A1SNVMissense_Mutationc.233N>Ap.Gly78Glup.G78EO75556protein_codingtolerated(0.97)benign(0.018)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SCGB2A1SNVMissense_Mutationc.257N>Cp.Asp86Alap.D86AO75556protein_codingdeleterious(0.03)possibly_damaging(0.506)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
SCGB2A1SNVMissense_Mutationc.24N>Ap.Met8Ilep.M8IO75556protein_codingdeleterious(0.02)benign(0.031)TCGA-18-3410-01Lunglung squamous cell carcinomaMale>=65I/IIUnknownUnknownSD
SCGB2A1SNVMissense_Mutationc.154A>Gp.Ser52Glyp.S52GO75556protein_codingtolerated(0.72)benign(0.003)TCGA-21-1070-01Lunglung squamous cell carcinomaFemale<65III/IVUnknownUnknownSD
SCGB2A1SNVMissense_Mutationnovelc.131N>Gp.Glu44Glyp.E44GO75556protein_codingtolerated(0.17)benign(0.01)TCGA-39-5034-01Lunglung squamous cell carcinomaFemale>=65I/IIUnknownUnknownPD
SCGB2A1SNVMissense_Mutationnovelc.171N>Tp.Glu57Aspp.E57DO75556protein_codingtolerated(0.49)benign(0.026)TCGA-92-7340-01Lunglung squamous cell carcinomaFemale<65I/IIChemotherapycisplatinSD
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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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