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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: IGHG2

Gene summary for IGHG2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IGHG2

Gene ID

3501

Gene nameimmunoglobulin heavy constant gamma 2 (G2m marker)
Gene AliasIGHG2
Cytomap14q32.33
Gene Typeother
GO ID

GO:0001775

UniProtAcc

NA


Top

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
3501IGHG2C04HumanOral cavityOSCC2.79e-031.22e-010.2633
3501IGHG2C38HumanOral cavityOSCC3.06e-141.50e+000.172
3501IGHG2C46HumanOral cavityOSCC2.44e-171.63e-010.1673
3501IGHG2C51HumanOral cavityOSCC3.45e-095.50e-010.2674
3501IGHG2C57HumanOral cavityOSCC3.84e-153.95e+000.1679
3501IGHG2C08HumanOral cavityOSCC2.38e-122.08e-010.1919
3501IGHG2C09HumanOral cavityOSCC1.82e-215.07e-010.1431
3501IGHG2LN22HumanOral cavityOSCC1.21e-221.95e+000.1733
3501IGHG2LP15HumanOral cavityLP5.38e-192.11e+000.2174
3501IGHG2LP17HumanOral cavityLP3.16e-024.72e-010.2349
3501IGHG2Adj_PTCwithHT_6HumanThyroidHT1.95e-551.64e+000.02
3501IGHG2Adj_PTCwithHT_8HumanThyroidHT1.12e-471.47e+000.0267
3501IGHG2PTCwithHT_1HumanThyroidHT1.58e-067.41e-010.0238
3501IGHG2PTCwithHT_6HumanThyroidHT1.82e-1322.29e+000.02
3501IGHG2PTCwithHT_8HumanThyroidHT9.00e-451.47e+000.0351
Page: 1 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00027646Oral cavityOSCCimmune response-regulating signaling pathway212/7305468/187232.93e-031.27e-02212
GO:00512519ThyroidHTpositive regulation of lymphocyte activation51/1272362/187235.57e-072.38e-0551
GO:000269610ThyroidHTpositive regulation of leukocyte activation55/1272409/187239.17e-073.70e-0555
GO:00508679ThyroidHTpositive regulation of cell activation55/1272420/187232.11e-067.61e-0555
GO:00160644ThyroidHTimmunoglobulin mediated immune response32/1272207/187231.05e-052.82e-0432
GO:00197244ThyroidHTB cell mediated immunity32/1272210/187231.42e-053.57e-0432
GO:00024494ThyroidHTlymphocyte mediated immunity45/1272350/187232.76e-056.05e-0445
GO:00022536ThyroidHTactivation of immune response47/1272375/187233.55e-057.40e-0447
GO:00069564ThyroidHTcomplement activation22/1272130/187236.17e-051.16e-0322
GO:00069598ThyroidHThumoral immune response40/1272317/187231.14e-041.86e-0340
GO:00024434ThyroidHTleukocyte mediated immunity51/1272440/187231.30e-042.07e-0351
GO:00080371ThyroidHTcell recognition31/1272225/187231.35e-042.12e-0331
GO:00024605ThyroidHTadaptive immune response based on somatic recombination of immune receptors built from immunoglobulin superfamily domains43/1272356/187231.74e-042.59e-0343
GO:00421133ThyroidHTB cell activation39/1272334/187236.66e-047.61e-0339
GO:00069583ThyroidHTcomplement activation, classical pathway17/1272108/187239.56e-049.83e-0317
GO:00027648ThyroidHTimmune response-regulating signaling pathway50/1272468/187239.96e-041.02e-0250
GO:00024552ThyroidHThumoral immune response mediated by circulating immunoglobulin18/1272121/187231.35e-031.29e-0218
GO:00069094ThyroidHTphagocytosis34/1272308/187233.59e-032.73e-0234
GO:00103244ThyroidHTmembrane invagination19/1272144/187234.08e-032.99e-0219
GO:00508643ThyroidHTregulation of B cell activation24/1272198/187234.18e-033.05e-0224
Page: 1 2 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
IGHG2SNVMissense_Mutationrs774491393c.550N>Ap.Val184Ilep.V184IP01859IG_C_genetolerated(0.33)benign(0.022)TCGA-BH-A2L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
IGHG2SNVMissense_Mutationrs375068368c.571N>Ap.Asp191Asnp.D191NP01859IG_C_genedeleterious(0)benign(0.415)TCGA-A6-2672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
IGHG2SNVMissense_Mutationrs368453065c.433N>Ap.Val145Metp.V145MP01859IG_C_genetolerated(0.09)possibly_damaging(0.547)TCGA-A6-3808-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
IGHG2SNVMissense_Mutationrs774491393c.550N>Ap.Val184Ilep.V184IP01859IG_C_genetolerated(0.33)benign(0.022)TCGA-AA-3844-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapycapecitabinePD
IGHG2SNVMissense_Mutationrs745454231c.401N>Ap.Arg134Glnp.R134QP01859IG_C_genetolerated(0.38)benign(0.015)TCGA-AA-3939-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
IGHG2SNVMissense_Mutationnovelc.226T>Gp.Phe76Valp.F76VP01859IG_C_genedeleterious(0.02)benign(0)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
IGHG2SNVMissense_Mutationnovelc.187T>Cp.Tyr63Hisp.Y63HP01859IG_C_genedeleterious(0.03)probably_damaging(0.999)TCGA-AA-3979-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
IGHG2SNVMissense_Mutationnovelc.611N>Gp.Asn204Serp.N204SP01859IG_C_genetolerated(0.29)benign(0.092)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
IGHG2SNVMissense_Mutationnovelc.174N>Cp.Gln58Hisp.Q58HP01859IG_C_genetolerated(0.07)probably_damaging(0.993)TCGA-AZ-6607-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownPD
IGHG2SNVMissense_Mutationrs368453065c.433N>Ap.Val145Metp.V145MP01859IG_C_genetolerated(0.09)possibly_damaging(0.547)TCGA-DY-A1H8-01Colorectumrectum adenocarcinomaFemale>=65III/IVUnknownUnknownSD
Page: 1 2 3 4 5 

Top

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
Page: 1