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: SCGB3A1

Gene summary for SCGB3A1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SCGB3A1

Gene ID

92304

Gene namesecretoglobin family 3A member 1
Gene AliasHIN-1
Cytomap5q35.3
Gene Typeprotein-coding
GO ID

GO:0000768

UniProtAcc

Q96QR1


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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
92304SCGB3A1GSM4909281HumanBreastIDC3.09e-10-6.64e-010.21
92304SCGB3A1GSM4909282HumanBreastIDC7.84e-25-7.39e-01-0.0288
92304SCGB3A1GSM4909285HumanBreastIDC9.75e-21-7.32e-010.21
92304SCGB3A1GSM4909286HumanBreastIDC4.99e-02-3.43e-020.1081
92304SCGB3A1GSM4909287HumanBreastIDC4.19e-10-4.67e-010.2057
92304SCGB3A1GSM4909289HumanBreastIDC9.71e-05-7.39e-010.1064
92304SCGB3A1GSM4909290HumanBreastIDC6.75e-15-7.24e-010.2096
92304SCGB3A1GSM4909291HumanBreastIDC1.98e-15-7.39e-010.1753
92304SCGB3A1GSM4909293HumanBreastIDC2.39e-04-5.62e-010.1581
92304SCGB3A1GSM4909296HumanBreastIDC1.06e-05-4.16e-010.1524
92304SCGB3A1GSM4909297HumanBreastIDC2.25e-23-7.15e-010.1517
92304SCGB3A1GSM4909298HumanBreastIDC7.84e-25-7.32e-010.1551
92304SCGB3A1GSM4909299HumanBreastIDC3.93e-04-5.58e-010.035
92304SCGB3A1GSM4909301HumanBreastIDC5.53e-083.99e-010.1577
92304SCGB3A1GSM4909304HumanBreastIDC3.27e-25-7.28e-010.1636
92304SCGB3A1GSM4909305HumanBreastIDC1.25e-02-5.11e-010.0436
92304SCGB3A1GSM4909306HumanBreastIDC1.36e-09-6.11e-010.1564
92304SCGB3A1GSM4909307HumanBreastIDC1.06e-23-7.39e-010.1569
92304SCGB3A1GSM4909308HumanBreastIDC5.43e-23-7.39e-010.158
92304SCGB3A1GSM4909309HumanBreastIDC4.54e-23-7.39e-010.0483
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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
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
∗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:00160497BreastPrecancercell growth46/1080482/187235.63e-047.16e-0346
GO:00015587BreastPrecancerregulation of cell growth39/1080414/187231.81e-031.78e-0239
GO:001604913BreastIDCcell growth56/1434482/187231.16e-031.26e-0256
GO:000155813BreastIDCregulation of cell growth49/1434414/187231.55e-031.55e-0249
GO:00426923BreastIDCmuscle cell differentiation44/1434384/187234.77e-033.66e-0244
GO:00511463BreastIDCstriated muscle cell differentiation34/1434283/187236.00e-034.31e-0234
GO:001604923BreastDCIScell growth54/1390482/187231.60e-031.59e-0254
GO:000155822BreastDCISregulation of cell growth47/1390414/187232.39e-032.16e-0247
GO:004269211BreastDCISmuscle cell differentiation43/1390384/187234.56e-033.49e-0243
GO:005114611BreastDCISstriated muscle cell differentiation33/1390283/187236.63e-034.62e-0233
GO:00160498CervixCCcell growth92/2311482/187231.16e-052.49e-0492
GO:00015588CervixCCregulation of cell growth77/2311414/187231.40e-041.70e-0377
GO:00426924CervixCCmuscle cell differentiation69/2311384/187238.12e-047.09e-0369
GO:0000768CervixCCsyncytium formation by plasma membrane fusion15/231155/187232.14e-031.54e-0215
GO:0140253CervixCCcell-cell fusion15/231155/187232.14e-031.54e-0215
GO:00069491CervixCCsyncytium formation15/231157/187233.13e-032.05e-0215
GO:00511464CervixCCstriated muscle cell differentiation50/2311283/187235.53e-033.19e-0250
GO:005114612CervixHSIL_HPVstriated muscle cell differentiation22/737283/187231.94e-032.04e-0222
GO:001604914CervixHSIL_HPVcell growth32/737482/187232.87e-032.70e-0232
GO:00007681CervixHSIL_HPVsyncytium formation by plasma membrane fusion7/73755/187235.59e-034.47e-027
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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
SCGB3A1SNVMissense_Mutationnovelc.175N>Ap.Leu59Ilep.L59IQ96QR1protein_codingtolerated(0.18)benign(0.007)TCGA-S3-AA15-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
SCGB3A1SNVMissense_Mutationrs773272977c.119N>Tp.Ala40Valp.A40VQ96QR1protein_codingtolerated(0.53)benign(0.005)TCGA-A6-2677-01Colorectumcolon adenocarcinomaFemale>=65III/IVAncillaryleucovorinSD
SCGB3A1SNVMissense_Mutationnovelc.228N>Tp.Gln76Hisp.Q76HQ96QR1protein_codingdeleterious(0.01)possibly_damaging(0.481)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SCGB3A1SNVMissense_Mutationnovelc.273G>Tp.Lys91Asnp.K91NQ96QR1protein_codingtolerated(0.16)benign(0.005)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
SCGB3A1SNVMissense_Mutationc.85G>Tp.Val29Leup.V29LQ96QR1protein_codingtolerated(0.08)benign(0.013)TCGA-39-5027-01Lunglung squamous cell carcinomaMale>=65I/IIUnknownUnknownPD
SCGB3A1SNVMissense_Mutationnovelc.241N>Ap.Glu81Lysp.E81KQ96QR1protein_codingdeleterious(0)benign(0.303)TCGA-T2-A6X2-01Oral cavityhead & neck squamous cell carcinomaMale>=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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