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: SGCD

Gene summary for SGCD

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SGCD

Gene ID

6444

Gene namesarcoglycan delta
Gene Alias35DAG
Cytomap5q33.2-q33.3
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

Q92629


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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
6444SGCDAEH-subject1HumanEndometriumAEH1.61e-661.31e+00-0.3059
6444SGCDAEH-subject2HumanEndometriumAEH3.21e-288.90e-01-0.2525
6444SGCDAEH-subject3HumanEndometriumAEH4.54e-358.74e-01-0.2576
6444SGCDAEH-subject4HumanEndometriumAEH2.11e-177.22e-01-0.2657
6444SGCDAEH-subject5HumanEndometriumAEH5.86e-681.44e+00-0.2953
6444SGCDEEC-subject1HumanEndometriumEEC3.73e-611.24e+00-0.2682
6444SGCDEEC-subject2HumanEndometriumEEC5.32e-1061.65e+00-0.2607
6444SGCDEEC-subject4HumanEndometriumEEC1.73e-228.47e-01-0.2571
6444SGCDEEC-subject5HumanEndometriumEEC9.46e-135.27e-01-0.249
6444SGCDGSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC7.25e-031.81e-01-0.1869
6444SGCDGSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC2.33e-052.84e-01-0.1875
6444SGCDGSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC6.29e-052.52e-01-0.1883
6444SGCDGSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC3.04e-052.49e-01-0.1917
6444SGCDGSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC3.16e-052.41e-01-0.1916
6444SGCDPTC07HumanThyroidPTC2.03e-04-8.56e-030.2044
6444SGCDATC13HumanThyroidATC1.62e-681.22e+000.34
6444SGCDATC5HumanThyroidATC1.77e-681.30e+000.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:00605376EndometriumAEHmuscle tissue development83/2100403/187232.57e-081.50e-0683
GO:00147065EndometriumAEHstriated muscle tissue development75/2100384/187231.06e-063.62e-0575
GO:00075174EndometriumAEHmuscle organ development60/2100327/187238.19e-051.22e-0360
GO:0048738EndometriumAEHcardiac muscle tissue development43/2100236/187239.06e-048.30e-0343
GO:006053713EndometriumEECmuscle tissue development82/2168403/187232.14e-079.38e-0682
GO:001470612EndometriumEECstriated muscle tissue development74/2168384/187236.64e-061.57e-0474
GO:000751712EndometriumEECmuscle organ development59/2168327/187233.49e-043.85e-0359
GO:00487381EndometriumEECcardiac muscle tissue development42/2168236/187233.00e-032.10e-0242
GO:006053719ThyroidPTCmuscle tissue development156/5968403/187231.98e-031.06e-02156
GO:001470617ThyroidPTCstriated muscle tissue development144/5968384/187231.05e-024.22e-02144
GO:006053724ThyroidATCmuscle tissue development181/6293403/187231.27e-061.62e-05181
GO:001470622ThyroidATCstriated muscle tissue development168/6293384/187231.91e-051.73e-04168
GO:000751716ThyroidATCmuscle organ development139/6293327/187234.45e-042.64e-03139
GO:004873811ThyroidATCcardiac muscle tissue development103/6293236/187237.93e-044.37e-03103
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0541625EndometriumAEHViral myocarditis27/119760/84656.98e-091.13e-078.30e-0827
hsa05416111EndometriumAEHViral myocarditis27/119760/84656.98e-091.13e-078.30e-0827
hsa0541626EndometriumEECViral myocarditis28/123760/84652.81e-095.77e-084.30e-0828
hsa0541635EndometriumEECViral myocarditis28/123760/84652.81e-095.77e-084.30e-0828
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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
SGCDSNVMissense_Mutationc.277N>Cp.Glu93Glnp.E93QQ92629protein_codingtolerated(0.06)probably_damaging(0.969)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
SGCDSNVMissense_Mutationrs876658001c.506C>Tp.Ala169Valp.A169VQ92629protein_codingtolerated(0.07)possibly_damaging(0.615)TCGA-BH-A0B9-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
SGCDSNVMissense_Mutationnovelc.220N>Ap.Glu74Lysp.E74KQ92629protein_codingtolerated(1)benign(0.003)TCGA-BH-A42V-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SGCDSNVMissense_Mutationc.479N>Tp.Gly160Valp.G160VQ92629protein_codingdeleterious(0)probably_damaging(0.999)TCGA-EW-A1P8-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyfluorouracilPD
SGCDSNVMissense_Mutationc.349N>Ap.Asp117Asnp.D117NQ92629protein_codingtolerated(0.39)benign(0)TCGA-JW-A5VJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
SGCDSNVMissense_Mutationnovelc.197N>Ap.Gly66Glup.G66EQ92629protein_codingdeleterious(0)probably_damaging(0.998)TCGA-VS-A9U5-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SGCDSNVMissense_Mutationc.65N>Cp.Val22Alap.V22AQ92629protein_codingtolerated(0.08)benign(0.075)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
SGCDSNVMissense_Mutationc.609N>Tp.Glu203Aspp.E203DQ92629protein_codingtolerated(0.8)probably_damaging(0.98)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
SGCDSNVMissense_Mutationc.845N>Tp.Cys282Phep.C282FQ92629protein_codingdeleterious(0)probably_damaging(0.991)TCGA-AA-A01T-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
SGCDSNVMissense_Mutationc.180G>Tp.Met60Ilep.M60IQ92629protein_codingdeleterious(0)benign(0.085)TCGA-AY-5543-01Colorectumcolon adenocarcinomaFemale>=65I/IIChemotherapyoxaliplatinSD
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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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