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: STARD3NL

Gene summary for STARD3NL

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

STARD3NL

Gene ID

83930

Gene nameSTARD3 N-terminal like
Gene AliasMENTHO
Cytomap7p14.1
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

A0A024RA89


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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
83930STARD3NLLZE2DHumanEsophagusHGIN6.06e-032.97e-010.0642
83930STARD3NLLZE4THumanEsophagusESCC2.95e-082.54e-010.0811
83930STARD3NLLZE5THumanEsophagusESCC8.68e-033.59e-010.0514
83930STARD3NLLZE7THumanEsophagusESCC2.11e-044.54e-010.0667
83930STARD3NLLZE8THumanEsophagusESCC3.18e-021.73e-010.067
83930STARD3NLLZE22THumanEsophagusESCC1.03e-053.84e-010.068
83930STARD3NLLZE24THumanEsophagusESCC1.42e-052.52e-020.0596
83930STARD3NLLZE6THumanEsophagusESCC1.52e-033.96e-010.0845
83930STARD3NLP2T-EHumanEsophagusESCC2.06e-477.49e-010.1177
83930STARD3NLP4T-EHumanEsophagusESCC1.33e-072.23e-010.1323
83930STARD3NLP5T-EHumanEsophagusESCC1.38e-151.68e-010.1327
83930STARD3NLP8T-EHumanEsophagusESCC1.91e-326.21e-010.0889
83930STARD3NLP9T-EHumanEsophagusESCC4.95e-052.09e-010.1131
83930STARD3NLP10T-EHumanEsophagusESCC6.07e-415.63e-010.116
83930STARD3NLP11T-EHumanEsophagusESCC5.44e-189.10e-010.1426
83930STARD3NLP12T-EHumanEsophagusESCC3.73e-059.10e-030.1122
83930STARD3NLP15T-EHumanEsophagusESCC3.55e-255.48e-010.1149
83930STARD3NLP16T-EHumanEsophagusESCC7.25e-344.96e-010.1153
83930STARD3NLP17T-EHumanEsophagusESCC4.76e-052.77e-010.1278
83930STARD3NLP19T-EHumanEsophagusESCC1.51e-131.03e+000.1662
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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
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
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:005165616EsophagusHGINestablishment of organelle localization90/2587390/187234.27e-071.94e-0590
GO:005165010EsophagusHGINestablishment of vesicle localization35/2587161/187233.89e-033.54e-0235
GO:005164810EsophagusHGINvesicle localization37/2587177/187236.03e-034.87e-0237
GO:005165617EsophagusESCCestablishment of organelle localization273/8552390/187239.13e-231.81e-20273
GO:005165016EsophagusESCCestablishment of vesicle localization114/8552161/187238.20e-112.53e-09114
GO:005164815EsophagusESCCvesicle localization119/8552177/187235.16e-091.08e-07119
GO:00069038EsophagusESCCvesicle targeting38/855245/187238.42e-081.43e-0638
GO:00990222EsophagusESCCvesicle tethering10/855211/187232.54e-031.08e-0210
GO:005165621LiverHCCestablishment of organelle localization226/7958390/187234.15e-101.34e-08226
GO:005165021LiverHCCestablishment of vesicle localization103/7958161/187232.94e-086.69e-07103
GO:005164821LiverHCCvesicle localization107/7958177/187231.05e-061.57e-05107
GO:000690311LiverHCCvesicle targeting34/795845/187236.75e-068.08e-0534
GO:005165610Oral cavityOSCCestablishment of organelle localization239/7305390/187232.46e-193.31e-17239
GO:00069037Oral cavityOSCCvesicle targeting38/730545/187234.49e-101.19e-0838
GO:00516509Oral cavityOSCCestablishment of vesicle localization101/7305161/187238.79e-102.17e-08101
GO:00516489Oral cavityOSCCvesicle localization105/7305177/187233.30e-086.30e-07105
GO:0099022Oral cavityOSCCvesicle tethering10/730511/187235.78e-043.30e-0310
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
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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
STARD3NLSNVMissense_Mutationc.44G>Cp.Ser15Thrp.S15TO95772protein_codingtolerated(0.28)possibly_damaging(0.906)TCGA-A8-A08L-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
STARD3NLSNVMissense_Mutationnovelc.637N>Ap.Glu213Lysp.E213KO95772protein_codingdeleterious(0)probably_damaging(0.989)TCGA-VS-A953-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
STARD3NLSNVMissense_Mutationc.336N>Gp.Ile112Metp.I112MO95772protein_codingdeleterious(0.03)probably_damaging(0.958)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
STARD3NLSNVMissense_Mutationrs767198270c.296A>Gp.Asp99Glyp.D99GO95772protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
STARD3NLSNVMissense_Mutationc.296N>Tp.Asp99Valp.D99VO95772protein_codingdeleterious(0)probably_damaging(1)TCGA-B5-A0K6-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
STARD3NLSNVMissense_Mutationc.52N>Cp.Ser18Prop.S18PO95772protein_codingtolerated(0.09)benign(0.021)TCGA-B5-A11G-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
STARD3NLSNVMissense_Mutationnovelc.101T>Cp.Met34Thrp.M34TO95772protein_codingtolerated(0.39)benign(0.015)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
STARD3NLSNVMissense_Mutationrs141608996c.643N>Ap.Glu215Lysp.E215KO95772protein_codingtolerated(0.07)benign(0.071)TCGA-EO-A22R-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
STARD3NLSNVMissense_Mutationc.235N>Ap.Gly79Serp.G79SO95772protein_codingtolerated(0.17)possibly_damaging(0.714)TCGA-EO-A22U-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
STARD3NLSNVMissense_Mutationrs760254369c.320N>Ap.Arg107Glnp.R107QO95772protein_codingdeleterious(0)probably_damaging(1)TCGA-EO-A3B0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
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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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