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: HPS5

Gene summary for HPS5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HPS5

Gene ID

11234

Gene nameHPS5 biogenesis of lysosomal organelles complex 2 subunit 2
Gene AliasAIBP63
Cytomap11p15.1
Gene Typeprotein-coding
GO ID

GO:0006950

UniProtAcc

Q9UPZ3


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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
11234HPS5LZE4THumanEsophagusESCC3.47e-123.90e-010.0811
11234HPS5LZE7THumanEsophagusESCC1.38e-021.18e-010.0667
11234HPS5LZE8THumanEsophagusESCC1.77e-029.68e-020.067
11234HPS5P1T-EHumanEsophagusESCC8.96e-032.00e-010.0875
11234HPS5P2T-EHumanEsophagusESCC4.52e-112.36e-010.1177
11234HPS5P4T-EHumanEsophagusESCC2.58e-069.07e-020.1323
11234HPS5P5T-EHumanEsophagusESCC1.54e-066.77e-020.1327
11234HPS5P8T-EHumanEsophagusESCC6.07e-161.37e-010.0889
11234HPS5P9T-EHumanEsophagusESCC1.53e-062.00e-010.1131
11234HPS5P10T-EHumanEsophagusESCC1.33e-101.30e-010.116
11234HPS5P11T-EHumanEsophagusESCC1.30e-134.56e-010.1426
11234HPS5P12T-EHumanEsophagusESCC3.23e-111.46e-010.1122
11234HPS5P15T-EHumanEsophagusESCC5.92e-081.82e-010.1149
11234HPS5P16T-EHumanEsophagusESCC9.97e-183.46e-010.1153
11234HPS5P17T-EHumanEsophagusESCC4.91e-031.95e-010.1278
11234HPS5P19T-EHumanEsophagusESCC1.67e-022.86e-010.1662
11234HPS5P20T-EHumanEsophagusESCC2.01e-071.31e-010.1124
11234HPS5P21T-EHumanEsophagusESCC6.41e-142.99e-010.1617
11234HPS5P22T-EHumanEsophagusESCC3.01e-031.78e-010.1236
11234HPS5P24T-EHumanEsophagusESCC1.00e-081.20e-010.1287
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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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
∗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:004206027EsophagusESCCwound healing243/8552422/187234.62e-076.25e-06243
GO:00434731EsophagusESCCpigmentation59/855298/187232.64e-031.12e-0259
GO:00420606StomachGCwound healing52/1159422/187231.63e-067.50e-0552
GO:00508786StomachGCregulation of body fluid levels40/1159379/187236.92e-049.20e-0340
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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
HPS5SNVMissense_Mutationc.2837N>Tp.Arg946Metp.R946MQ9UPZ3protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HPS5SNVMissense_Mutationnovelc.262N>Tp.Asp88Tyrp.D88YQ9UPZ3protein_codingdeleterious(0.02)probably_damaging(0.968)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
HPS5SNVMissense_Mutationnovelc.1955N>Tp.Ala652Valp.A652VQ9UPZ3protein_codingtolerated(0.06)benign(0.242)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HPS5SNVMissense_Mutationc.1246C>Gp.Gln416Glup.Q416EQ9UPZ3protein_codingdeleterious(0.02)possibly_damaging(0.743)TCGA-C5-A7UH-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
HPS5SNVMissense_Mutationc.3279N>Tp.Glu1093Aspp.E1093DQ9UPZ3protein_codingtolerated(0.26)benign(0.295)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HPS5SNVMissense_Mutationc.2894N>Cp.Lys965Thrp.K965TQ9UPZ3protein_codingdeleterious(0.01)probably_damaging(0.959)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HPS5SNVMissense_Mutationc.1621N>Tp.Ala541Serp.A541SQ9UPZ3protein_codingtolerated(0.1)probably_damaging(0.999)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HPS5SNVMissense_Mutationc.2707N>Ap.Glu903Lysp.E903KQ9UPZ3protein_codingdeleterious(0.03)possibly_damaging(0.906)TCGA-IR-A3LH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HPS5SNVMissense_Mutationrs150200184c.1087N>Tp.Arg363Cysp.R363CQ9UPZ3protein_codingdeleterious(0)probably_damaging(0.999)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
HPS5SNVMissense_Mutationc.2053G>Tp.Asp685Tyrp.D685YQ9UPZ3protein_codingtolerated(0.07)benign(0.232)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=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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