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: STARD7

Gene summary for STARD7

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

STARD7

Gene ID

56910

Gene nameStAR related lipid transfer domain containing 7
Gene AliasFAME2
Cytomap2q11.2
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q9NQZ5


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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
56910STARD7HTA11_1938_2000001011HumanColorectumAD2.69e-106.69e-01-0.0811
56910STARD7HTA11_78_2000001011HumanColorectumAD1.04e-034.84e-01-0.1088
56910STARD7HTA11_347_2000001011HumanColorectumAD1.96e-116.25e-01-0.1954
56910STARD7HTA11_411_2000001011HumanColorectumSER5.54e-038.85e-01-0.2602
56910STARD7HTA11_1391_2000001011HumanColorectumAD7.75e-107.08e-01-0.059
56910STARD7HTA11_6801_2000001011HumanColorectumSER4.69e-048.27e-010.0171
56910STARD7HTA11_7696_3000711011HumanColorectumAD2.36e-022.76e-010.0674
56910STARD7HTA11_99999970781_79442HumanColorectumMSS1.40e-147.31e-010.294
56910STARD7HTA11_99999965062_69753HumanColorectumMSI-H1.52e-051.15e+000.3487
56910STARD7HTA11_99999965104_69814HumanColorectumMSS4.27e-035.57e-010.281
56910STARD7HTA11_99999971662_82457HumanColorectumMSS6.75e-116.64e-010.3859
56910STARD7F007HumanColorectumFAP1.72e-02-2.42e-010.1176
56910STARD7A015-C-203HumanColorectumFAP3.28e-07-1.86e-01-0.1294
56910STARD7A002-C-201HumanColorectumFAP2.68e-07-2.26e-010.0324
56910STARD7A001-C-108HumanColorectumFAP5.98e-06-1.60e-01-0.0272
56910STARD7A002-C-205HumanColorectumFAP1.14e-07-1.19e-01-0.1236
56910STARD7A015-C-006HumanColorectumFAP8.36e-04-1.18e-01-0.0994
56910STARD7A002-C-114HumanColorectumFAP5.33e-05-6.57e-02-0.1561
56910STARD7A015-C-104HumanColorectumFAP8.20e-08-1.31e-01-0.1899
56910STARD7A002-C-016HumanColorectumFAP1.33e-06-1.72e-010.0521
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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
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
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
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
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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
STARD7SNVMissense_Mutationnovelc.694C>Tp.Arg232Trpp.R232WQ9NQZ5protein_codingdeleterious(0.03)probably_damaging(1)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
STARD7SNVMissense_Mutationrs149097861c.466N>Tp.Pro156Serp.P156SQ9NQZ5protein_codingdeleterious(0.02)benign(0.111)TCGA-A2-A0CQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
STARD7SNVMissense_Mutationc.484N>Ap.Leu162Ilep.L162IQ9NQZ5protein_codingdeleterious(0.01)possibly_damaging(0.456)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
STARD7SNVMissense_Mutationc.354G>Cp.Gln118Hisp.Q118HQ9NQZ5protein_codingtolerated(0.08)benign(0.001)TCGA-AR-A1AT-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyanastrozoleSD
STARD7SNVMissense_Mutationrs773518469c.958N>Gp.Met320Valp.M320VQ9NQZ5protein_codingtolerated(0.28)benign(0.013)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
STARD7insertionFrame_Shift_Insnovelc.323_324insACp.Met108IlefsTer38p.M108Ifs*38Q9NQZ5protein_codingTCGA-AR-A0TU-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificDoxorubicinSD
STARD7insertionNonsense_Mutationnovelc.322_323insAACAATAAACAAAAAACp.Met108LysfsTer3p.M108Kfs*3Q9NQZ5protein_codingTCGA-AR-A0TU-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificDoxorubicinSD
STARD7SNVMissense_Mutationrs747311185c.697C>Tp.Arg233Trpp.R233WQ9NQZ5protein_codingdeleterious(0)probably_damaging(0.999)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
STARD7SNVMissense_Mutationc.1097N>Tp.Arg366Leup.R366LQ9NQZ5protein_codingdeleterious_low_confidence(0.03)benign(0.045)TCGA-EA-A3QD-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
STARD7SNVMissense_Mutationnovelc.1102G>Cp.Glu368Glnp.E368QQ9NQZ5protein_codingdeleterious_low_confidence(0.02)probably_damaging(0.979)TCGA-HM-A4S6-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
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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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