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: GPATCH4

Gene summary for GPATCH4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GPATCH4

Gene ID

54865

Gene nameG-patch domain containing 4
Gene AliasGPATC4
Cytomap1q22-q23.1
Gene Typeprotein-coding
GO ID

GO:0003674

UniProtAcc

A8KAG1


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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
54865GPATCH4LZE2THumanEsophagusESCC1.15e-046.44e-010.082
54865GPATCH4LZE4THumanEsophagusESCC6.52e-042.20e-010.0811
54865GPATCH4LZE7THumanEsophagusESCC1.00e-022.81e-010.0667
54865GPATCH4LZE8THumanEsophagusESCC1.50e-021.52e-010.067
54865GPATCH4LZE20THumanEsophagusESCC4.27e-021.48e-010.0662
54865GPATCH4LZE24THumanEsophagusESCC4.49e-113.73e-010.0596
54865GPATCH4LZE6THumanEsophagusESCC9.23e-053.04e-010.0845
54865GPATCH4P1T-EHumanEsophagusESCC8.50e-062.65e-010.0875
54865GPATCH4P2T-EHumanEsophagusESCC7.91e-275.51e-010.1177
54865GPATCH4P4T-EHumanEsophagusESCC1.04e-155.05e-010.1323
54865GPATCH4P5T-EHumanEsophagusESCC7.88e-256.23e-010.1327
54865GPATCH4P8T-EHumanEsophagusESCC3.40e-132.39e-010.0889
54865GPATCH4P9T-EHumanEsophagusESCC1.70e-247.33e-010.1131
54865GPATCH4P10T-EHumanEsophagusESCC6.72e-163.08e-010.116
54865GPATCH4P11T-EHumanEsophagusESCC1.38e-083.81e-010.1426
54865GPATCH4P12T-EHumanEsophagusESCC5.08e-161.98e-010.1122
54865GPATCH4P15T-EHumanEsophagusESCC6.84e-205.68e-010.1149
54865GPATCH4P16T-EHumanEsophagusESCC9.56e-173.57e-010.1153
54865GPATCH4P17T-EHumanEsophagusESCC1.61e-097.31e-010.1278
54865GPATCH4P20T-EHumanEsophagusESCC3.32e-134.09e-010.1124
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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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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
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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
GPATCH4SNVMissense_Mutationc.607N>Cp.Glu203Glnp.E203Qprotein_codingtolerated(0.06)benign(0.13)TCGA-AO-A0J9-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
GPATCH4SNVMissense_Mutationc.684T>Ap.Asn228Lysp.N228Kprotein_codingtolerated(0.08)benign(0)TCGA-BH-A1ET-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
GPATCH4SNVMissense_Mutationc.266N>Tp.Gly89Valp.G89Vprotein_codingdeleterious(0)possibly_damaging(0.829)TCGA-E2-A152-01Breastbreast invasive carcinomaFemale<65I/IITargeted Molecular therapytrastuzumabPD
GPATCH4deletionFrame_Shift_Delrs867255433c.885delGp.Lys296ArgfsTer34p.K296Rfs*34protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
GPATCH4insertionIn_Frame_Insnovelc.250_251insTGGp.Val83dupp.V83dupprotein_codingTCGA-E9-A1NF-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinPD
GPATCH4SNVMissense_Mutationnovelc.126C>Gp.Ile42Metp.I42Mprotein_codingdeleterious(0)probably_damaging(1)TCGA-VS-A958-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GPATCH4deletionFrame_Shift_Delc.629delNp.Lys210ArgfsTer73p.K210Rfs*73protein_codingTCGA-AA-3530-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
GPATCH4deletionFrame_Shift_Delc.629delAp.Lys210ArgfsTer73p.K210Rfs*73protein_codingTCGA-AA-A02R-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
GPATCH4deletionFrame_Shift_Delc.629delAp.Lys210ArgfsTer73p.K210Rfs*73protein_codingTCGA-AY-6386-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapy5-fuSD
GPATCH4SNVMissense_Mutationnovelc.200N>Gp.Asn67Serp.N67Sprotein_codingtolerated(0.16)benign(0.255)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
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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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