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: GADD45GIP1

Gene summary for GADD45GIP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GADD45GIP1

Gene ID

90480

Gene nameGADD45G interacting protein 1
Gene AliasCKBBP2
Cytomap19p13.13
Gene Typeprotein-coding
GO ID

GO:0007049

UniProtAcc

Q8TAE8


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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
90480GADD45GIP1GSM4909282HumanBreastIDC2.96e-083.23e-01-0.0288
90480GADD45GIP1GSM4909285HumanBreastIDC2.86e-135.16e-010.21
90480GADD45GIP1GSM4909287HumanBreastIDC3.58e-032.60e-010.2057
90480GADD45GIP1GSM4909288HumanBreastIDC1.61e-02-6.99e-020.0988
90480GADD45GIP1GSM4909290HumanBreastIDC8.61e-094.41e-010.2096
90480GADD45GIP1GSM4909291HumanBreastIDC1.71e-206.21e-010.1753
90480GADD45GIP1GSM4909294HumanBreastIDC3.12e-021.51e-010.2022
90480GADD45GIP1GSM4909296HumanBreastIDC2.13e-092.40e-010.1524
90480GADD45GIP1GSM4909297HumanBreastIDC3.47e-134.05e-020.1517
90480GADD45GIP1GSM4909298HumanBreastIDC5.57e-032.40e-010.1551
90480GADD45GIP1GSM4909301HumanBreastIDC1.45e-043.54e-010.1577
90480GADD45GIP1GSM4909302HumanBreastIDC3.59e-029.39e-020.1545
90480GADD45GIP1GSM4909306HumanBreastIDC5.97e-053.31e-010.1564
90480GADD45GIP1GSM4909307HumanBreastIDC5.27e-043.32e-010.1569
90480GADD45GIP1GSM4909308HumanBreastIDC3.66e-063.38e-010.158
90480GADD45GIP1GSM4909309HumanBreastIDC1.11e-039.55e-020.0483
90480GADD45GIP1GSM4909311HumanBreastIDC3.12e-28-2.38e-010.1534
90480GADD45GIP1GSM4909312HumanBreastIDC2.20e-08-8.48e-030.1552
90480GADD45GIP1GSM4909315HumanBreastIDC1.41e-134.98e-010.21
90480GADD45GIP1GSM4909316HumanBreastIDC6.50e-175.61e-010.21
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
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
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
GADD45GIP1SNVMissense_Mutationnovelc.47N>Tp.Ala16Valp.A16VQ8TAE8protein_codingtolerated(0.58)benign(0.007)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
GADD45GIP1deletionFrame_Shift_Delrs752340689c.585_586delNNp.Lys196ThrfsTer43p.K196Tfs*43Q8TAE8protein_codingTCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
GADD45GIP1SNVMissense_Mutationnovelc.301N>Ap.Glu101Lysp.E101KQ8TAE8protein_codingtolerated(0.3)benign(0.23)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
GADD45GIP1SNVMissense_Mutationnovelc.184N>Ap.Ala62Thrp.A62TQ8TAE8protein_codingdeleterious(0)benign(0.023)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
GADD45GIP1SNVMissense_Mutationrs147251319c.566G>Ap.Arg189Hisp.R189HQ8TAE8protein_codingtolerated(0.07)probably_damaging(0.945)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
GADD45GIP1SNVMissense_Mutationrs779779033c.560G>Ap.Arg187Hisp.R187HQ8TAE8protein_codingdeleterious(0)probably_damaging(0.984)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
GADD45GIP1SNVMissense_Mutationrs763367169c.521N>Ap.Arg174Hisp.R174HQ8TAE8protein_codingdeleterious(0)probably_damaging(0.96)TCGA-D1-A103-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
GADD45GIP1SNVMissense_Mutationnovelc.585N>Tp.Gln195Hisp.Q195HQ8TAE8protein_codingdeleterious(0.01)possibly_damaging(0.855)TCGA-EO-A22R-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
GADD45GIP1SNVMissense_Mutationrs753799047c.559C>Tp.Arg187Cysp.R187CQ8TAE8protein_codingdeleterious(0)probably_damaging(0.993)TCGA-EO-A22U-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
GADD45GIP1SNVMissense_Mutationrs755977311c.565N>Tp.Arg189Cysp.R189CQ8TAE8protein_codingdeleterious(0)probably_damaging(0.981)TCGA-EY-A1H0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapytaxolSD
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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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