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: STARD13

Gene summary for STARD13

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

STARD13

Gene ID

90627

Gene nameStAR related lipid transfer domain containing 13
Gene AliasARHGAP37
Cytomap13q13.1-q13.2
Gene Typeprotein-coding
GO ID

GO:0001525

UniProtAcc

Q9Y3M8


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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
90627STARD13HTA11_3410_2000001011HumanColorectumAD8.64e-25-7.27e-010.0155
90627STARD13HTA11_2487_2000001011HumanColorectumSER3.91e-12-6.76e-01-0.1808
90627STARD13HTA11_2951_2000001011HumanColorectumAD2.52e-03-6.88e-010.0216
90627STARD13HTA11_1938_2000001011HumanColorectumAD1.94e-03-5.73e-01-0.0811
90627STARD13HTA11_78_2000001011HumanColorectumAD6.92e-13-7.05e-01-0.1088
90627STARD13HTA11_3361_2000001011HumanColorectumAD2.83e-08-7.15e-01-0.1207
90627STARD13HTA11_83_2000001011HumanColorectumSER5.64e-03-5.25e-01-0.1526
90627STARD13HTA11_696_2000001011HumanColorectumAD8.61e-12-5.10e-01-0.1464
90627STARD13HTA11_866_2000001011HumanColorectumAD6.93e-14-5.81e-01-0.1001
90627STARD13HTA11_1391_2000001011HumanColorectumAD1.85e-02-4.17e-01-0.059
90627STARD13HTA11_2992_2000001011HumanColorectumSER6.39e-06-7.85e-01-0.1706
90627STARD13HTA11_5212_2000001011HumanColorectumAD5.99e-07-7.87e-01-0.2061
90627STARD13HTA11_5216_2000001011HumanColorectumSER1.05e-03-6.35e-01-0.1462
90627STARD13HTA11_7862_2000001011HumanColorectumAD1.08e-03-5.26e-01-0.0179
90627STARD13HTA11_866_3004761011HumanColorectumAD6.81e-14-5.99e-010.096
90627STARD13HTA11_10711_2000001011HumanColorectumAD7.94e-11-6.95e-010.0338
90627STARD13HTA11_7696_3000711011HumanColorectumAD1.17e-12-5.26e-010.0674
90627STARD13HTA11_99999965062_69753HumanColorectumMSI-H2.16e-038.83e-010.3487
90627STARD13HTA11_99999965104_69814HumanColorectumMSS1.01e-036.44e-010.281
90627STARD13HTA11_99999971662_82457HumanColorectumMSS3.95e-036.10e-010.3859
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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
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
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
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
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:00016677LungIACameboidal-type cell migration80/2061475/187236.90e-051.47e-0380
GO:00031587LungIACendothelium development28/2061136/187237.79e-041.01e-0228
GO:00350234LungIACregulation of Rho protein signal transduction20/206186/187238.82e-041.11e-0220
GO:2000146LungIACnegative regulation of cell motility56/2061359/187234.58e-033.62e-0256
GO:0030336LungIACnegative regulation of cell migration54/2061344/187234.65e-033.66e-0254
GO:0051271LungIACnegative regulation of cellular component movement57/2061367/187234.67e-033.67e-0257
GO:0010594LungIACregulation of endothelial cell migration39/2061232/187234.73e-033.68e-0239
GO:0040013LungIACnegative regulation of locomotion60/2061391/187234.94e-033.78e-0260
GO:00435425LungIACendothelial cell migration45/2061279/187235.62e-034.14e-0245
GO:005105611LungAISregulation of small GTPase mediated signal transduction66/1849302/187234.26e-109.53e-0866
GO:000726512LungAISRas protein signal transduction60/1849337/187234.68e-062.31e-0460
GO:004657812LungAISregulation of Ras protein signal transduction39/1849189/187236.68e-062.95e-0439
GO:006056211LungAISepithelial tube morphogenesis57/1849325/187231.27e-054.78e-0457
GO:000166713LungAISameboidal-type cell migration73/1849475/187238.91e-052.20e-0373
GO:000726612LungAISRho protein signal transduction28/1849137/187231.51e-043.22e-0328
GO:009013211LungAISepithelium migration56/1849360/187234.14e-047.14e-0356
GO:001063211LungAISregulation of epithelial cell migration47/1849292/187235.47e-048.65e-0347
GO:009013011LungAIStissue migration56/1849365/187235.85e-049.03e-0356
GO:001063111LungAISepithelial cell migration55/1849357/187235.89e-049.03e-0355
GO:003502312LungAISregulation of Rho protein signal transduction18/184986/187231.62e-031.87e-0218
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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
STARD13SNVMissense_Mutationc.125G>Cp.Ser42Thrp.S42TQ9Y3M8protein_codingtolerated(0.23)benign(0.078)TCGA-A2-A0EY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
STARD13insertionNonsense_Mutationnovelc.3128_3129insAAAATAACATTAAAGGAGACTTATGTGTTAACGCTTTGTTTCTGCTAp.Gly1044LysfsTer2p.G1044Kfs*2Q9Y3M8protein_codingTCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
STARD13insertionFrame_Shift_Insnovelc.3094_3095insACAGTATTTTATTCATTGTTATCTTGCCAATGGAAATAAAGTATGAp.Leu1032HisfsTer21p.L1032Hfs*21Q9Y3M8protein_codingTCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
STARD13SNVMissense_Mutationnovelc.3265N>Gp.Leu1089Valp.L1089VQ9Y3M8protein_codingdeleterious(0.02)benign(0.127)TCGA-C5-A8YQ-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
STARD13SNVMissense_Mutationc.2775N>Ap.Phe925Leup.F925LQ9Y3M8protein_codingdeleterious(0)benign(0.387)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
STARD13SNVMissense_Mutationc.3058A>Gp.Thr1020Alap.T1020AQ9Y3M8protein_codingdeleterious(0.01)possibly_damaging(0.674)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
STARD13SNVMissense_Mutationc.1243N>Ap.Leu415Ilep.L415IQ9Y3M8protein_codingdeleterious(0.01)probably_damaging(0.946)TCGA-AA-3877-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
STARD13SNVMissense_Mutationnovelc.3108N>Gp.His1036Glnp.H1036QQ9Y3M8protein_codingdeleterious(0.01)probably_damaging(0.932)TCGA-AA-3980-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
STARD13SNVMissense_Mutationnovelc.461N>Ap.Ser154Tyrp.S154YQ9Y3M8protein_codingdeleterious(0)possibly_damaging(0.878)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
STARD13SNVMissense_Mutationc.1173N>Tp.Glu391Aspp.E391DQ9Y3M8protein_codingtolerated(0.13)benign(0.019)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
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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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