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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

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


Top

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
3257HPS1HTA11_3410_2000001011HumanColorectumAD1.11e-031.57e-010.0155
3257HPS1HTA11_2487_2000001011HumanColorectumSER3.10e-073.80e-01-0.1808
3257HPS1HTA11_1938_2000001011HumanColorectumAD1.37e-155.86e-01-0.0811
3257HPS1HTA11_347_2000001011HumanColorectumAD4.97e-195.40e-01-0.1954
3257HPS1HTA11_411_2000001011HumanColorectumSER1.28e-036.99e-01-0.2602
3257HPS1HTA11_3361_2000001011HumanColorectumAD1.54e-054.77e-01-0.1207
3257HPS1HTA11_83_2000001011HumanColorectumSER3.80e-033.89e-01-0.1526
3257HPS1HTA11_696_2000001011HumanColorectumAD9.43e-103.97e-01-0.1464
3257HPS1HTA11_866_2000001011HumanColorectumAD3.66e-062.72e-01-0.1001
3257HPS1HTA11_1391_2000001011HumanColorectumAD2.67e-125.08e-01-0.059
3257HPS1HTA11_546_2000001011HumanColorectumAD2.64e-023.89e-01-0.0842
3257HPS1HTA11_866_3004761011HumanColorectumAD2.92e-063.37e-010.096
3257HPS1HTA11_10623_2000001011HumanColorectumAD5.71e-054.09e-01-0.0177
3257HPS1HTA11_7696_3000711011HumanColorectumAD2.28e-073.78e-010.0674
3257HPS1HTA11_99999970781_79442HumanColorectumMSS5.44e-063.21e-010.294
3257HPS1HTA11_99999965062_69753HumanColorectumMSI-H1.76e-029.17e-010.3487
3257HPS1HTA11_99999971662_82457HumanColorectumMSS4.02e-063.39e-010.3859
3257HPS1HTA11_99999974143_84620HumanColorectumMSS5.66e-032.66e-010.3005
3257HPS1LZE4THumanEsophagusESCC5.68e-061.99e-010.0811
3257HPS1LZE5THumanEsophagusESCC1.14e-074.30e-010.0514
Page: 1 2 3 4 5 6 7 

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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

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
Page: 1 2 3 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
Page: 1 2 3 4 5 6 

Top

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
Page: 1