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: SCGB1D2

Gene summary for SCGB1D2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SCGB1D2

Gene ID

10647

Gene namesecretoglobin family 1D member 2
Gene AliasLIPB
Cytomap11q12.3
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

O95969


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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
10647SCGB1D2GSM4909281HumanBreastIDC6.06e-06-3.09e-010.21
10647SCGB1D2GSM4909282HumanBreastIDC7.27e-12-3.30e-01-0.0288
10647SCGB1D2GSM4909285HumanBreastIDC7.73e-09-3.23e-010.21
10647SCGB1D2GSM4909286HumanBreastIDC7.27e-12-3.28e-010.1081
10647SCGB1D2GSM4909287HumanBreastIDC1.05e-02-2.74e-010.2057
10647SCGB1D2GSM4909290HumanBreastIDC1.38e-125.58e-010.2096
10647SCGB1D2GSM4909297HumanBreastIDC3.14e-116.85e-010.1517
10647SCGB1D2GSM4909299HumanBreastIDC2.29e-581.28e+000.035
10647SCGB1D2GSM4909300HumanBreastIDC3.37e-046.13e-010.0334
10647SCGB1D2GSM4909301HumanBreastIDC4.79e-10-3.29e-010.1577
10647SCGB1D2GSM4909302HumanBreastIDC3.00e-03-2.77e-010.1545
10647SCGB1D2GSM4909304HumanBreastIDC9.05e-08-3.18e-010.1636
10647SCGB1D2GSM4909305HumanBreastIDC1.23e-085.56e-010.0436
10647SCGB1D2GSM4909306HumanBreastIDC8.26e-185.93e-010.1564
10647SCGB1D2GSM4909308HumanBreastIDC7.16e-09-3.36e-010.158
10647SCGB1D2GSM4909309HumanBreastIDC1.19e-087.23e-010.0483
10647SCGB1D2GSM4909311HumanBreastIDC6.22e-441.17e+000.1534
10647SCGB1D2GSM4909312HumanBreastIDC9.03e-991.63e+000.1552
10647SCGB1D2GSM4909313HumanBreastIDC5.43e-261.06e+000.0391
10647SCGB1D2GSM4909315HumanBreastIDC7.31e-03-2.91e-010.21
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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
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
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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
SCGB1D2SNVMissense_Mutationc.97G>Cp.Asp33Hisp.D33HO95969protein_codingtolerated(0.12)benign(0.044)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SCGB1D2SNVMissense_Mutationnovelc.236N>Gp.Glu79Glyp.E79GO95969protein_codingtolerated(0.17)benign(0.001)TCGA-AG-3892-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
SCGB1D2deletionFrame_Shift_Delc.55+1delGO95969protein_codingTCGA-AF-6655-01Colorectumrectum adenocarcinomaMale>=65III/IVUnknownUnknownSD
SCGB1D2SNVMissense_Mutationc.167N>Cp.Val56Alap.V56AO95969protein_codingtolerated(0.08)benign(0.251)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SCGB1D2SNVMissense_Mutationc.110T>Gp.Ile37Serp.I37SO95969protein_codingtolerated(0.79)benign(0.01)TCGA-B5-A0K9-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SCGB1D2SNVMissense_Mutationrs373290916c.233C>Tp.Ala78Valp.A78VO95969protein_codingtolerated(0.29)possibly_damaging(0.519)TCGA-EO-A22U-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SCGB1D2SNVMissense_Mutationnovelc.136N>Ap.Leu46Ilep.L46IO95969protein_codingtolerated(0.17)probably_damaging(0.912)TCGA-EO-A3AV-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinCR
SCGB1D2SNVMissense_Mutationnovelc.247N>Cp.Lys83Glnp.K83QO95969protein_codingtolerated(0.12)possibly_damaging(0.589)TCGA-DD-AAE6-01Liverliver hepatocellular carcinomaFemale<65I/IIUnknownUnknownPD
SCGB1D2SNVMissense_Mutationc.62N>Ap.Ala21Aspp.A21DO95969protein_codingdeleterious(0)probably_damaging(0.999)TCGA-50-6594-01Lunglung adenocarcinomaFemale>=65III/IVUnknownUnknownPD
SCGB1D2SNVMissense_Mutationc.204N>Cp.Gln68Hisp.Q68HO95969protein_codingdeleterious(0.01)probably_damaging(0.956)TCGA-86-A4JF-01Lunglung adenocarcinomaMale<65I/IIChemotherapyunknownPD
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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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