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: STARD3

Gene summary for STARD3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

STARD3

Gene ID

10948

Gene nameStAR related lipid transfer domain containing 3
Gene AliasCAB1
Cytomap17q12
Gene Typeprotein-coding
GO ID

GO:0006066

UniProtAcc

Q14849


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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
10948STARD3GSM4909291HumanBreastIDC3.20e-287.82e-010.1753
10948STARD3GSM4909292HumanBreastIDC1.35e-139.25e-010.1236
10948STARD3GSM4909293HumanBreastIDC8.68e-356.07e-010.1581
10948STARD3GSM4909294HumanBreastIDC1.66e-022.35e-010.2022
10948STARD3GSM4909319HumanBreastIDC9.90e-04-3.32e-020.1563
10948STARD3M2HumanBreastIDC4.76e-181.00e+000.21
10948STARD3NCCBC14HumanBreastDCIS2.15e-032.99e-010.2021
10948STARD3NCCBC5HumanBreastDCIS1.72e-074.09e-010.2046
10948STARD3P2HumanBreastIDC5.58e-074.57e-010.21
10948STARD3DCIS2HumanBreastDCIS3.71e-132.94e-020.0085
10948STARD3LZE4THumanEsophagusESCC9.73e-122.22e-010.0811
10948STARD3LZE5THumanEsophagusESCC2.93e-022.12e-010.0514
10948STARD3LZE7THumanEsophagusESCC3.56e-076.05e-010.0667
10948STARD3LZE8THumanEsophagusESCC3.20e-042.29e-010.067
10948STARD3LZE20THumanEsophagusESCC4.47e-021.19e-010.0662
10948STARD3LZE22THumanEsophagusESCC2.36e-054.23e-010.068
10948STARD3LZE24THumanEsophagusESCC2.92e-247.11e-010.0596
10948STARD3LZE6THumanEsophagusESCC1.13e-044.10e-010.0845
10948STARD3P1T-EHumanEsophagusESCC2.96e-094.73e-010.0875
10948STARD3P2T-EHumanEsophagusESCC3.19e-294.53e-010.1177
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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
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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:000820311Oral cavityLPcholesterol metabolic process47/4623137/187237.20e-034.04e-0247
GO:001612511Oral cavityLPsterol metabolic process51/4623152/187238.57e-034.63e-0251
GO:005165623Oral cavityEOLPestablishment of organelle localization73/2218390/187234.59e-056.11e-0473
GO:005165022Oral cavityEOLPestablishment of vesicle localization35/2218161/187232.54e-042.47e-0335
GO:005164822Oral cavityEOLPvesicle localization37/2218177/187233.88e-043.48e-0337
GO:00990221Oral cavityEOLPvesicle tethering6/221811/187237.46e-046.03e-036
GO:000690321Oral cavityEOLPvesicle targeting13/221845/187231.64e-031.09e-0213
GO:00516569ProstateBPHestablishment of organelle localization107/3107390/187233.67e-081.03e-06107
GO:00516508ProstateBPHestablishment of vesicle localization49/3107161/187239.12e-061.28e-0449
GO:00516488ProstateBPHvesicle localization51/3107177/187233.20e-053.61e-0451
GO:00069036ProstateBPHvesicle targeting16/310745/187231.62e-039.39e-0316
GO:005165614ProstateTumorestablishment of organelle localization109/3246390/187239.97e-082.67e-06109
GO:005165014ProstateTumorestablishment of vesicle localization49/3246161/187233.02e-053.62e-0449
GO:005164813ProstateTumorvesicle localization51/3246177/187231.03e-049.96e-0451
GO:000690313ProstateTumorvesicle targeting16/324645/187232.59e-031.43e-0216
GO:005165624SkincSCCestablishment of organelle localization178/4864390/187232.18e-172.32e-15178
GO:000683927SkincSCCmitochondrial transport124/4864254/187233.54e-152.81e-13124
GO:00069039SkincSCCvesicle targeting28/486445/187233.26e-076.57e-0628
GO:005165018SkincSCCestablishment of vesicle localization70/4864161/187231.02e-061.82e-0570
GO:005164816SkincSCCvesicle localization73/4864177/187236.36e-068.92e-0573
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa049794LiverHCCCholesterol metabolism41/402051/84651.33e-061.35e-057.49e-0641
hsa049795LiverHCCCholesterol metabolism41/402051/84651.33e-061.35e-057.49e-0641
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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
STARD3SNVMissense_Mutationnovelc.1307N>Gp.Gln436Argp.Q436RQ14849protein_codingdeleterious(0.03)benign(0.007)TCGA-AC-A62Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
STARD3SNVMissense_Mutationc.140C>Tp.Ser47Phep.S47FQ14849protein_codingdeleterious(0)probably_damaging(1)TCGA-EW-A1J5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
STARD3insertionFrame_Shift_Insnovelc.1308_1309insGGGCCTCCCCTTTGTCAGCCACCTTTp.Arg437GlyfsTer67p.R437Gfs*67Q14849protein_codingTCGA-BH-A0AW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinSD
STARD3insertionIn_Frame_Insnovelc.906_907insGTAp.Leu302_Gln303insValp.L302_Q303insVQ14849protein_codingTCGA-BH-A0EE-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelSD
STARD3insertionNonsense_Mutationnovelc.908_909insCCATTGAAGTTCCCTTTCACGGCAAGACGTTTATCCTGAAp.Gln303HisfsTer3p.Q303Hfs*3Q14849protein_codingTCGA-BH-A0EE-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelSD
STARD3deletionFrame_Shift_Delnovelc.12delNp.Arg6GlyfsTer3p.R6Gfs*3Q14849protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
STARD3deletionFrame_Shift_Delnovelc.583delNp.Leu196CysfsTer90p.L196Cfs*90Q14849protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
STARD3SNVMissense_Mutationrs143167128c.1168N>Ap.Val390Metp.V390MQ14849protein_codingtolerated(0.31)probably_damaging(0.933)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
STARD3SNVMissense_Mutationc.658N>Ap.Glu220Lysp.E220KQ14849protein_codingdeleterious(0.03)benign(0.092)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
STARD3SNVMissense_Mutationrs749828666c.1271N>Tp.Ala424Valp.A424VQ14849protein_codingdeleterious(0.01)benign(0.339)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
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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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