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: STARD5

Gene summary for STARD5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

STARD5

Gene ID

80765

Gene nameStAR related lipid transfer domain containing 5
Gene AliasSTARD5
Cytomap15q25.1
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q9NSY2


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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
80765STARD5LZE4THumanEsophagusESCC2.04e-041.50e-010.0811
80765STARD5LZE7THumanEsophagusESCC2.06e-053.82e-010.0667
80765STARD5LZE8THumanEsophagusESCC9.72e-052.94e-010.067
80765STARD5P1T-EHumanEsophagusESCC6.83e-125.95e-010.0875
80765STARD5P2T-EHumanEsophagusESCC1.57e-182.81e-010.1177
80765STARD5P4T-EHumanEsophagusESCC6.73e-041.64e-010.1323
80765STARD5P5T-EHumanEsophagusESCC5.10e-057.40e-020.1327
80765STARD5P8T-EHumanEsophagusESCC2.35e-051.07e-010.0889
80765STARD5P9T-EHumanEsophagusESCC1.21e-144.19e-010.1131
80765STARD5P10T-EHumanEsophagusESCC3.55e-027.48e-020.116
80765STARD5P11T-EHumanEsophagusESCC8.95e-073.95e-010.1426
80765STARD5P12T-EHumanEsophagusESCC9.40e-055.51e-020.1122
80765STARD5P15T-EHumanEsophagusESCC6.24e-041.76e-010.1149
80765STARD5P20T-EHumanEsophagusESCC1.30e-041.20e-010.1124
80765STARD5P21T-EHumanEsophagusESCC2.14e-123.34e-010.1617
80765STARD5P22T-EHumanEsophagusESCC1.41e-071.45e-010.1236
80765STARD5P23T-EHumanEsophagusESCC9.86e-062.91e-010.108
80765STARD5P26T-EHumanEsophagusESCC9.23e-163.43e-010.1276
80765STARD5P27T-EHumanEsophagusESCC1.41e-142.23e-010.1055
80765STARD5P28T-EHumanEsophagusESCC1.86e-203.75e-010.1149
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
∗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:01200094SkinAKintermembrane lipid transfer11/191048/187237.81e-033.96e-0211
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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
STARD5SNVMissense_Mutationc.376N>Cp.Glu126Glnp.E126QQ9NSY2protein_codingdeleterious(0.02)possibly_damaging(0.579)TCGA-AR-A2LE-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenPD
STARD5insertionNonsense_Mutationnovelc.110_111insTTTTAGATGTGTCTAAATAATATATAAATTTTTACTTAAAATp.Ser37_Val38insPheArgCysValTerIleIleTyrLysPheLeuLeuLysIlep.S37_V38insFRCV*IIYKFLLKIQ9NSY2protein_codingTCGA-BH-A0HY-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytaxotereCR
STARD5SNVMissense_Mutationnovelc.525N>Gp.Phe175Leup.F175LQ9NSY2protein_codingtolerated(0.08)probably_damaging(0.942)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
STARD5SNVMissense_Mutationrs772957871c.376N>Ap.Glu126Lysp.E126KQ9NSY2protein_codingdeleterious(0.02)benign(0.07)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
STARD5SNVMissense_Mutationc.349G>Ap.Val117Metp.V117MQ9NSY2protein_codingdeleterious(0)probably_damaging(0.993)TCGA-AA-3812-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
STARD5SNVMissense_Mutationc.186N>Tp.Glu62Aspp.E62DQ9NSY2protein_codingtolerated(0.2)benign(0.003)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
STARD5SNVMissense_Mutationnovelc.335N>Ap.Ser112Tyrp.S112YQ9NSY2protein_codingdeleterious(0)probably_damaging(0.987)TCGA-BK-A6W3-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
STARD5SNVMissense_Mutationnovelc.125N>Tp.Pro42Leup.P42LQ9NSY2protein_codingdeleterious(0.01)probably_damaging(0.979)TCGA-E6-A1LX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
STARD5SNVMissense_Mutationc.143N>Tp.Gly48Valp.G48VQ9NSY2protein_codingdeleterious(0)probably_damaging(1)TCGA-DD-A1EE-01Liverliver hepatocellular carcinomaMale>=65III/IVUnknownUnknownPD
STARD5SNVMissense_Mutationc.143N>Tp.Gly48Valp.G48VQ9NSY2protein_codingdeleterious(0)probably_damaging(1)TCGA-G3-A25U-01Liverliver hepatocellular carcinomaFemale<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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