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: PROM1

Gene summary for PROM1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PROM1

Gene ID

8842

Gene nameprominin 1
Gene AliasAC133
Cytomap4p15.32
Gene Typeprotein-coding
GO ID

GO:0001654

UniProtAcc

A0A0A0N0M1


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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
8842PROM1HTA11_347_2000001011HumanColorectumAD5.58e-065.16e-01-0.1954
8842PROM1HTA11_99999970781_79442HumanColorectumMSS1.49e-076.63e-010.294
8842PROM1HTA11_99999965062_69753HumanColorectumMSI-H6.96e-081.38e+000.3487
8842PROM1A002-C-010HumanColorectumFAP4.26e-07-2.87e-010.242
8842PROM1A001-C-207HumanColorectumFAP7.47e-03-3.00e-010.1278
8842PROM1A015-C-203HumanColorectumFAP1.40e-28-5.82e-01-0.1294
8842PROM1A015-C-204HumanColorectumFAP2.40e-02-1.67e-01-0.0228
8842PROM1A014-C-040HumanColorectumFAP2.47e-03-5.01e-01-0.1184
8842PROM1A002-C-201HumanColorectumFAP2.80e-10-3.34e-010.0324
8842PROM1A002-C-203HumanColorectumFAP8.70e-04-8.02e-020.2786
8842PROM1A001-C-119HumanColorectumFAP7.18e-04-1.86e-01-0.1557
8842PROM1A001-C-108HumanColorectumFAP4.70e-14-2.55e-01-0.0272
8842PROM1A002-C-205HumanColorectumFAP4.05e-18-4.56e-01-0.1236
8842PROM1A001-C-104HumanColorectumFAP7.43e-03-1.28e-010.0184
8842PROM1A015-C-005HumanColorectumFAP7.28e-04-3.52e-01-0.0336
8842PROM1A015-C-006HumanColorectumFAP6.52e-12-5.18e-01-0.0994
8842PROM1A015-C-106HumanColorectumFAP6.59e-13-3.34e-01-0.0511
8842PROM1A002-C-114HumanColorectumFAP1.20e-18-6.17e-01-0.1561
8842PROM1A015-C-104HumanColorectumFAP1.10e-30-5.27e-01-0.1899
8842PROM1A001-C-014HumanColorectumFAP5.27e-10-2.26e-010.0135
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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
∗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:0060249ColorectumADanatomical structure homeostasis94/3918314/187239.37e-051.42e-0394
GO:0001894ColorectumADtissue homeostasis81/3918268/187231.96e-042.62e-0381
GO:0061318ColorectumADrenal filtration cell differentiation10/391820/187233.67e-032.60e-0210
GO:0072112ColorectumADglomerular visceral epithelial cell differentiation10/391820/187233.67e-032.60e-0210
GO:0072073ColorectumADkidney epithelium development42/3918136/187234.02e-032.80e-0242
GO:0072311ColorectumADglomerular epithelial cell differentiation10/391821/187235.71e-033.64e-0210
GO:00602492ColorectumMSSanatomical structure homeostasis84/3467314/187231.87e-042.64e-0384
GO:00018942ColorectumMSStissue homeostasis72/3467268/187234.53e-045.40e-0372
GO:00720731ColorectumMSSkidney epithelium development38/3467136/187234.53e-033.19e-0238
GO:0001655ColorectumMSSurogenital system development81/3467338/187236.88e-034.43e-0281
GO:0072160ColorectumMSSnephron tubule epithelial cell differentiation7/346714/187237.51e-034.72e-027
GO:00602493ColorectumMSI-Hanatomical structure homeostasis38/1319314/187237.73e-041.44e-0238
GO:00018943ColorectumMSI-Htissue homeostasis33/1319268/187231.24e-032.00e-0233
GO:00018944ColorectumFAPtissue homeostasis61/2622268/187236.71e-051.28e-0361
GO:00602494ColorectumFAPanatomical structure homeostasis69/2622314/187237.51e-051.37e-0369
GO:00721601ColorectumFAPnephron tubule epithelial cell differentiation8/262214/187231.99e-042.89e-038
GO:00720732ColorectumFAPkidney epithelium development35/2622136/187232.03e-042.92e-0335
GO:00016551ColorectumFAPurogenital system development70/2622338/187234.26e-045.11e-0370
GO:0072001ColorectumFAPrenal system development63/2622302/187236.59e-047.19e-0363
GO:0001822ColorectumFAPkidney development61/2622293/187238.38e-048.72e-0361
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05202ColorectumFAPTranscriptional misregulation in cancer45/1404193/84659.19e-033.33e-022.03e-0245
hsa052021ColorectumFAPTranscriptional misregulation in cancer45/1404193/84659.19e-033.33e-022.03e-0245
hsa052028EsophagusESCCTranscriptional misregulation in cancer116/4205193/84652.08e-035.95e-033.05e-03116
hsa0520213EsophagusESCCTranscriptional misregulation in cancer116/4205193/84652.08e-035.95e-033.05e-03116
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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
PROM1SNVMissense_Mutationc.2059C>Gp.Pro687Alap.P687AO43490protein_codingdeleterious(0.02)probably_damaging(0.984)TCGA-AN-A0FL-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PROM1SNVMissense_Mutationc.2277C>Gp.Phe759Leup.F759LO43490protein_codingtolerated(0.64)benign(0.011)TCGA-BH-A0HK-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
PROM1SNVMissense_Mutationc.1146N>Gp.Ile382Metp.I382MO43490protein_codingdeleterious(0.05)benign(0.326)TCGA-BH-A0HP-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
PROM1insertionNonsense_Mutationnovelc.1088_1089insAGAATATTAATTTTAp.Ser363_Leu364insGluTyrTerPheTyrp.S363_L364insEY*FYO43490protein_codingTCGA-A2-A0EQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
PROM1insertionFrame_Shift_Insnovelc.1087_1088insTTCCAAAATACATTCAAp.Ser363PhefsTer23p.S363Ffs*23O43490protein_codingTCGA-A2-A0EQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
PROM1insertionNonsense_Mutationnovelc.641_642insGp.Tyr214Terp.Y214*O43490protein_codingTCGA-A2-A0EX-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
PROM1insertionFrame_Shift_Insnovelc.640_641insGGGTTTTGCAGCAGGAGGGGCTTGAGGCAGTGTGGAGp.Tyr214TrpfsTer42p.Y214Wfs*42O43490protein_codingTCGA-A2-A0EX-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
PROM1insertionFrame_Shift_Insnovelc.2536_2537insTp.Tyr846LeufsTer3p.Y846Lfs*3O43490protein_codingTCGA-BH-A1FC-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PROM1deletionFrame_Shift_Delc.230delNp.Arg77LysfsTer20p.R77Kfs*20O43490protein_codingTCGA-C8-A26X-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
PROM1deletionFrame_Shift_Delnovelc.1641delNp.Phe547LeufsTer6p.F547Lfs*6O43490protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
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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
8842PROM1CELL SURFACE, DRUGGABLE GENOMECAR-T cells targeting CD133
8842PROM1CELL SURFACE, DRUGGABLE GENOMEICT-12125691822
8842PROM1CELL SURFACE, DRUGGABLE GENOMEAnti-CD133-CAR vector-transduced T cells
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