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: GPATCH2L

Gene summary for GPATCH2L

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GPATCH2L

Gene ID

55668

Gene nameG-patch domain containing 2 like
Gene AliasC14orf118
Cytomap14q24.3
Gene Typeprotein-coding
GO ID

GO:0003674

UniProtAcc

A0A024R6E4


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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
55668GPATCH2LLZE4THumanEsophagusESCC1.70e-093.41e-010.0811
55668GPATCH2LLZE5THumanEsophagusESCC8.86e-032.15e-010.0514
55668GPATCH2LLZE7THumanEsophagusESCC2.03e-043.34e-010.0667
55668GPATCH2LLZE8THumanEsophagusESCC9.87e-041.57e-010.067
55668GPATCH2LLZE21D1HumanEsophagusHGIN2.09e-031.98e-010.0632
55668GPATCH2LLZE22THumanEsophagusESCC2.71e-062.97e-010.068
55668GPATCH2LLZE24THumanEsophagusESCC1.55e-082.77e-010.0596
55668GPATCH2LLZE21THumanEsophagusESCC6.63e-084.04e-010.0655
55668GPATCH2LLZE6THumanEsophagusESCC1.63e-041.55e-010.0845
55668GPATCH2LP1T-EHumanEsophagusESCC1.18e-075.91e-010.0875
55668GPATCH2LP2T-EHumanEsophagusESCC4.37e-224.26e-010.1177
55668GPATCH2LP4T-EHumanEsophagusESCC1.16e-275.59e-010.1323
55668GPATCH2LP5T-EHumanEsophagusESCC7.18e-122.52e-010.1327
55668GPATCH2LP8T-EHumanEsophagusESCC1.82e-295.49e-010.0889
55668GPATCH2LP9T-EHumanEsophagusESCC1.10e-112.37e-010.1131
55668GPATCH2LP10T-EHumanEsophagusESCC2.99e-559.52e-010.116
55668GPATCH2LP11T-EHumanEsophagusESCC7.70e-115.20e-010.1426
55668GPATCH2LP12T-EHumanEsophagusESCC4.72e-255.12e-010.1122
55668GPATCH2LP15T-EHumanEsophagusESCC1.66e-316.49e-010.1149
55668GPATCH2LP16T-EHumanEsophagusESCC1.32e-183.94e-010.1153
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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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
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
GPATCH2LSNVMissense_Mutationc.1012G>Ap.Glu338Lysp.E338KQ9NWQ4protein_codingtolerated(0.45)probably_damaging(0.991)TCGA-A2-A0CT-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
GPATCH2LSNVMissense_Mutationrs762970587c.1163N>Ap.Arg388Glnp.R388QQ9NWQ4protein_codingtolerated(0.1)possibly_damaging(0.801)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GPATCH2LSNVMissense_Mutationc.449N>Tp.Ser150Leup.S150LQ9NWQ4protein_codingdeleterious(0.01)possibly_damaging(0.889)TCGA-LP-A5U3-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
GPATCH2LSNVMissense_Mutationrs769541023c.1247N>Ap.Arg416Glnp.R416QQ9NWQ4protein_codingdeleterious(0)probably_damaging(0.964)TCGA-ZX-AA5X-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
GPATCH2LSNVMissense_Mutationnovelc.1056N>Tp.Lys352Asnp.K352NQ9NWQ4protein_codingtolerated(0.13)probably_damaging(0.991)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
GPATCH2LSNVMissense_Mutationc.500N>Ap.Arg167Hisp.R167HQ9NWQ4protein_codingtolerated(0.19)benign(0.095)TCGA-AA-A01K-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyfolinicCR
GPATCH2LSNVMissense_Mutationc.1205T>Cp.Val402Alap.V402AQ9NWQ4protein_codingtolerated(0.08)benign(0)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
GPATCH2LSNVMissense_Mutationc.361G>Ap.Ala121Thrp.A121TQ9NWQ4protein_codingtolerated(0.36)possibly_damaging(0.794)TCGA-G4-6310-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fuSD
GPATCH2LSNVMissense_Mutationrs747637759c.947N>Ap.Arg316Glnp.R316QQ9NWQ4protein_codingtolerated(0.09)probably_damaging(0.933)TCGA-G4-6586-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
GPATCH2LinsertionFrame_Shift_Insnovelc.1003_1004insACTCTTTCTGCCGAGGGTCACTAATGATAp.Leu335TyrfsTer16p.L335Yfs*16Q9NWQ4protein_codingTCGA-G4-6299-01Colorectumcolon adenocarcinomaMale>=65III/IVAncillaryleucovorinSD
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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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