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: HPS1

Gene summary for HPS1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HPS1

Gene ID

3257

Gene nameHPS1 biogenesis of lysosomal organelles complex 3 subunit 1
Gene AliasBLOC3S1
Cytomap10q24.2
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

Q658M9


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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
3257HPS1P21T-EHumanEsophagusESCC5.47e-345.93e-010.1617
3257HPS1P22T-EHumanEsophagusESCC2.13e-386.63e-010.1236
3257HPS1P23T-EHumanEsophagusESCC4.14e-391.02e+000.108
3257HPS1P24T-EHumanEsophagusESCC7.65e-284.03e-010.1287
3257HPS1P26T-EHumanEsophagusESCC5.89e-307.14e-010.1276
3257HPS1P27T-EHumanEsophagusESCC3.94e-479.59e-010.1055
3257HPS1P28T-EHumanEsophagusESCC5.68e-246.41e-010.1149
3257HPS1P30T-EHumanEsophagusESCC1.49e-341.18e+000.137
3257HPS1P31T-EHumanEsophagusESCC8.30e-366.48e-010.1251
3257HPS1P32T-EHumanEsophagusESCC1.39e-243.73e-010.1666
3257HPS1P36T-EHumanEsophagusESCC9.50e-165.34e-010.1187
3257HPS1P37T-EHumanEsophagusESCC8.93e-234.47e-010.1371
3257HPS1P38T-EHumanEsophagusESCC1.38e-102.17e-010.127
3257HPS1P39T-EHumanEsophagusESCC1.15e-194.02e-010.0894
3257HPS1P40T-EHumanEsophagusESCC2.01e-165.19e-010.109
3257HPS1P42T-EHumanEsophagusESCC2.95e-205.42e-010.1175
3257HPS1P44T-EHumanEsophagusESCC3.46e-184.07e-010.1096
3257HPS1P47T-EHumanEsophagusESCC2.48e-253.59e-010.1067
3257HPS1P48T-EHumanEsophagusESCC1.12e-204.78e-010.0959
3257HPS1P49T-EHumanEsophagusESCC2.37e-141.51e+000.1768
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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
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:0016050ColorectumADvesicle organization101/3918300/187231.65e-077.17e-06101
GO:0007033ColorectumADvacuole organization53/3918180/187234.18e-032.89e-0253
GO:00160501ColorectumSERvesicle organization69/2897300/187233.59e-045.61e-0369
GO:00160502ColorectumMSSvesicle organization93/3467300/187231.04e-074.97e-0693
GO:00070331ColorectumMSSvacuole organization48/3467180/187234.32e-033.07e-0248
GO:001605014EsophagusESCCvesicle organization211/8552300/187232.85e-182.87e-16211
GO:000703314EsophagusESCCvacuole organization127/8552180/187231.04e-113.85e-10127
GO:00070403EsophagusESCClysosome organization53/855274/187235.34e-065.57e-0553
GO:00801713EsophagusESCClytic vacuole organization53/855274/187235.34e-065.57e-0553
GO:00330593EsophagusESCCcellular pigmentation40/855253/187239.67e-069.21e-0540
GO:00487531EsophagusESCCpigment granule organization23/855229/187232.25e-041.40e-0323
GO:00324381EsophagusESCCmelanosome organization22/855228/187233.95e-042.26e-0322
GO:00434731EsophagusESCCpigmentation59/855298/187232.64e-031.12e-0259
GO:001605011LiverCirrhoticvesicle organization133/4634300/187237.35e-146.41e-12133
GO:00070332LiverCirrhoticvacuole organization80/4634180/187235.73e-092.25e-0780
GO:0007040LiverCirrhoticlysosome organization35/463474/187232.10e-052.77e-0435
GO:0080171LiverCirrhoticlytic vacuole organization35/463474/187232.10e-052.77e-0435
GO:001605021LiverHCCvesicle organization194/7958300/187235.58e-153.97e-13194
GO:000703311LiverHCCvacuole organization119/7958180/187231.22e-104.25e-09119
GO:00070401LiverHCClysosome organization47/795874/187232.13e-041.63e-0347
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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
HPS1SNVMissense_Mutationrs780626717c.529N>Tp.Pro177Serp.P177SQ92902protein_codingdeleterious(0.01)possibly_damaging(0.731)TCGA-A2-A0SY-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyarimidexSD
HPS1SNVMissense_Mutationrs541655491c.1123N>Cp.Trp375Argp.W375RQ92902protein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A07Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnspecificExemestaneSD
HPS1SNVMissense_Mutationrs759982308c.403C>Tp.Arg135Trpp.R135WQ92902protein_codingdeleterious(0)probably_damaging(1)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
HPS1SNVMissense_Mutationc.191N>Cp.Lys64Thrp.K64TQ92902protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-C8-A132-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
HPS1deletionIn_Frame_Delnovelc.1200_1217delNNNNNNNNNNNNNNNNNNp.Asp400_Leu405delp.D400_L405delQ92902protein_codingTCGA-EW-A3U0-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycisplatinCR
HPS1SNVMissense_Mutationnovelc.268C>Ap.Leu90Metp.L90MQ92902protein_codingdeleterious(0)probably_damaging(0.999)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HPS1SNVMissense_Mutationrs373996305c.158C>Tp.Pro53Leup.P53LQ92902protein_codingdeleterious(0)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HPS1SNVMissense_Mutationnovelc.1900G>Ap.Asp634Asnp.D634NQ92902protein_codingdeleterious(0.02)probably_damaging(0.985)TCGA-AA-3939-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
HPS1SNVMissense_Mutationc.886C>Tp.Leu296Phep.L296FQ92902protein_codingtolerated(0.48)benign(0.009)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
HPS1SNVMissense_Mutationc.1724C>Tp.Ala575Valp.A575VQ92902protein_codingdeleterious(0)probably_damaging(0.951)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
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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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