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: NFATC2IP

Gene summary for NFATC2IP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

NFATC2IP

Gene ID

84901

Gene namenuclear factor of activated T cells 2 interacting protein
Gene AliasESC2
Cytomap16p11.2
Gene Typeprotein-coding
GO ID

GO:0001816

UniProtAcc

Q8NCF5


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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
84901NFATC2IPCCI_2HumanCervixCC4.33e-046.98e-010.5249
84901NFATC2IPCCI_3HumanCervixCC1.92e-025.32e-010.516
84901NFATC2IPsample3HumanCervixCC1.41e-021.90e-010.1387
84901NFATC2IPT3HumanCervixCC4.04e-042.10e-010.1389
84901NFATC2IPLZE7THumanEsophagusESCC1.25e-073.90e-010.0667
84901NFATC2IPLZE20THumanEsophagusESCC3.59e-081.56e-010.0662
84901NFATC2IPLZE24THumanEsophagusESCC4.80e-176.26e-010.0596
84901NFATC2IPP1T-EHumanEsophagusESCC1.26e-117.35e-010.0875
84901NFATC2IPP2T-EHumanEsophagusESCC1.58e-488.13e-010.1177
84901NFATC2IPP4T-EHumanEsophagusESCC6.00e-451.13e+000.1323
84901NFATC2IPP5T-EHumanEsophagusESCC8.06e-183.67e-010.1327
84901NFATC2IPP8T-EHumanEsophagusESCC7.46e-203.50e-010.0889
84901NFATC2IPP9T-EHumanEsophagusESCC2.72e-122.52e-010.1131
84901NFATC2IPP10T-EHumanEsophagusESCC1.90e-133.14e-010.116
84901NFATC2IPP11T-EHumanEsophagusESCC1.50e-063.12e-010.1426
84901NFATC2IPP12T-EHumanEsophagusESCC2.34e-254.61e-010.1122
84901NFATC2IPP15T-EHumanEsophagusESCC4.04e-112.55e-010.1149
84901NFATC2IPP16T-EHumanEsophagusESCC1.19e-062.55e-010.1153
84901NFATC2IPP17T-EHumanEsophagusESCC2.60e-072.99e-010.1278
84901NFATC2IPP20T-EHumanEsophagusESCC2.04e-224.97e-010.1124
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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.

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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
NFATC2IPSNVMissense_Mutationnovelc.902N>Tp.Pro301Leup.P301LQ8NCF5protein_codingdeleterious(0)probably_damaging(0.976)TCGA-C8-A12L-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NFATC2IPinsertionFrame_Shift_Insnovelc.706_707insCp.Lys236ThrfsTer14p.K236Tfs*14Q8NCF5protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NFATC2IPinsertionNonsense_Mutationnovelc.709_710insTGGAAAAATCCTCAACAAAATACTAGTAAACp.Pro237LeufsTer9p.P237Lfs*9Q8NCF5protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
NFATC2IPSNVMissense_Mutationnovelc.223N>Ap.Pro75Thrp.P75TQ8NCF5protein_codingtolerated_low_confidence(0.42)benign(0.077)TCGA-EK-A2R7-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
NFATC2IPSNVMissense_Mutationc.880G>Ap.Ala294Thrp.A294TQ8NCF5protein_codingdeleterious(0)possibly_damaging(0.868)TCGA-D5-5539-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fuPD
NFATC2IPSNVMissense_Mutationc.122G>Ap.Gly41Aspp.G41DQ8NCF5protein_codingtolerated_low_confidence(0.21)benign(0.007)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
NFATC2IPSNVMissense_Mutationnovelc.171N>Cp.Glu57Aspp.E57DQ8NCF5protein_codingtolerated_low_confidence(1)benign(0)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
NFATC2IPSNVMissense_Mutationrs376638547c.479N>Tp.Ser160Leup.S160LQ8NCF5protein_codingtolerated(0.15)benign(0.001)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
NFATC2IPSNVMissense_Mutationrs143448860c.403C>Tp.Arg135Cysp.R135CQ8NCF5protein_codingtolerated(0.07)benign(0.353)TCGA-AP-A1E0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelSD
NFATC2IPSNVMissense_Mutationc.427N>Ap.Leu143Ilep.L143IQ8NCF5protein_codingdeleterious(0.03)possibly_damaging(0.76)TCGA-B5-A0JZ-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinPD
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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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