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: STAMBP

Gene summary for STAMBP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

STAMBP

Gene ID

10617

Gene nameSTAM binding protein
Gene AliasAMSH
Cytomap2p13.1
Gene Typeprotein-coding
GO ID

GO:0000278

UniProtAcc

A0A140VK54


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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
10617STAMBPLZE2THumanEsophagusESCC9.85e-048.25e-010.082
10617STAMBPLZE3DHumanEsophagusHGIN2.94e-037.43e-010.0668
10617STAMBPLZE4THumanEsophagusESCC2.47e-216.59e-010.0811
10617STAMBPLZE5THumanEsophagusESCC1.06e-033.10e-010.0514
10617STAMBPLZE7THumanEsophagusESCC8.11e-064.73e-010.0667
10617STAMBPLZE8THumanEsophagusESCC3.36e-041.07e-010.067
10617STAMBPLZE20THumanEsophagusESCC4.28e-082.56e-010.0662
10617STAMBPLZE22D1HumanEsophagusHGIN5.92e-031.33e-010.0595
10617STAMBPLZE22THumanEsophagusESCC7.27e-043.61e-010.068
10617STAMBPLZE24THumanEsophagusESCC7.58e-224.98e-010.0596
10617STAMBPLZE21THumanEsophagusESCC2.04e-024.99e-010.0655
10617STAMBPLZE6THumanEsophagusESCC2.49e-126.03e-010.0845
10617STAMBPP1T-EHumanEsophagusESCC7.60e-157.46e-010.0875
10617STAMBPP2T-EHumanEsophagusESCC5.41e-499.60e-010.1177
10617STAMBPP4T-EHumanEsophagusESCC2.26e-368.88e-010.1323
10617STAMBPP5T-EHumanEsophagusESCC2.32e-397.12e-010.1327
10617STAMBPP8T-EHumanEsophagusESCC2.29e-234.39e-010.0889
10617STAMBPP9T-EHumanEsophagusESCC1.73e-143.69e-010.1131
10617STAMBPP10T-EHumanEsophagusESCC5.11e-326.43e-010.116
10617STAMBPP11T-EHumanEsophagusESCC2.33e-136.63e-010.1426
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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
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:00510586ThyroidPTCnegative regulation of small GTPase mediated signal transduction31/596856/187232.32e-041.68e-0331
GO:00706465ThyroidPTCprotein modification by small protein removal71/5968157/187233.03e-042.12e-0371
GO:00465805ThyroidPTCnegative regulation of Ras protein signal transduction27/596849/187236.38e-044.02e-0327
GO:00705363ThyroidPTCprotein K63-linked deubiquitination20/596835/187231.75e-039.51e-0320
GO:00165794ThyroidPTCprotein deubiquitination59/5968139/187235.50e-032.50e-0259
GO:000726524ThyroidATCRas protein signal transduction172/6293337/187232.25e-117.96e-10172
GO:000028117ThyroidATCmitotic cytokinesis50/629371/187232.46e-107.10e-0950
GO:0000910110ThyroidATCcytokinesis93/6293173/187233.59e-086.67e-0793
GO:006164017ThyroidATCcytoskeleton-dependent cytokinesis57/6293100/187231.29e-061.65e-0557
GO:005105618ThyroidATCregulation of small GTPase mediated signal transduction141/6293302/187231.43e-061.77e-05141
GO:004657818ThyroidATCregulation of Ras protein signal transduction94/6293189/187233.12e-063.55e-0594
GO:005105812ThyroidATCnegative regulation of small GTPase mediated signal transduction31/629356/187236.60e-043.74e-0331
GO:004658012ThyroidATCnegative regulation of Ras protein signal transduction27/629349/187231.58e-037.99e-0327
GO:007064613ThyroidATCprotein modification by small protein removal71/6293157/187231.59e-037.99e-0371
GO:007053611ThyroidATCprotein K63-linked deubiquitination20/629335/187233.56e-031.57e-0220
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0414429EsophagusHGINEndocytosis76/1383251/84651.74e-083.34e-072.65e-0776
hsa04144113EsophagusHGINEndocytosis76/1383251/84651.74e-083.34e-072.65e-0776
hsa04144210EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
hsa0414437EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
hsa0414422LiverHCCEndocytosis178/4020251/84652.03e-145.22e-132.91e-13178
hsa0414432LiverHCCEndocytosis178/4020251/84652.03e-145.22e-132.91e-13178
hsa0414427Oral cavityOSCCEndocytosis174/3704251/84659.42e-174.51e-152.29e-15174
hsa04144112Oral cavityOSCCEndocytosis174/3704251/84659.42e-174.51e-152.29e-15174
hsa0414428Oral cavityLPEndocytosis121/2418251/84651.89e-113.70e-102.38e-10121
hsa0414436Oral cavityLPEndocytosis121/2418251/84651.89e-113.70e-102.38e-10121
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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
STAMBPSNVMissense_Mutationc.103N>Tp.Arg35Trpp.R35WO95630protein_codingdeleterious(0.01)benign(0.344)TCGA-A8-A09Q-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
STAMBPSNVMissense_Mutationnovelc.312A>Cp.Glu104Aspp.E104DO95630protein_codingtolerated(0.53)benign(0.019)TCGA-E9-A3X8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphaneCR
STAMBPdeletionFrame_Shift_Delnovelc.239delAp.Tyr80SerfsTer13p.Y80Sfs*13O95630protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
STAMBPdeletionFrame_Shift_Delnovelc.668delNp.Thr223LysfsTer3p.T223Kfs*3O95630protein_codingTCGA-OL-A5RU-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideCR
STAMBPSNVMissense_Mutationc.1128N>Ap.Phe376Leup.F376LO95630protein_codingtolerated(0.09)benign(0.025)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
STAMBPSNVMissense_Mutationrs766533447c.533N>Ap.Arg178Glnp.R178QO95630protein_codingtolerated(0.44)benign(0.251)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
STAMBPSNVMissense_Mutationrs750544616c.488N>Gp.His163Argp.H163RO95630protein_codingtolerated(1)benign(0.001)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
STAMBPSNVMissense_Mutationnovelc.730A>Cp.Asn244Hisp.N244HO95630protein_codingdeleterious(0.01)benign(0.001)TCGA-AY-4070-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapy5-fuPD
STAMBPSNVMissense_Mutationc.794C>Ap.Pro265Glnp.P265QO95630protein_codingtolerated(0.44)benign(0.007)TCGA-CM-4750-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyfluorouracilSD
STAMBPSNVMissense_Mutationc.1043A>Gp.Asp348Glyp.D348GO95630protein_codingdeleterious(0)probably_damaging(1)TCGA-G4-6586-01Colorectumcolon 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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