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: CALHM2

Gene summary for CALHM2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CALHM2

Gene ID

51063

Gene namecalcium homeostasis modulator family member 2
Gene AliasFAM26B
Cytomap10q24.33
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q9HA72


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
51063CALHM2LZE24THumanEsophagusESCC6.21e-041.05e-010.0596
51063CALHM2LZE6THumanEsophagusESCC5.65e-042.28e-010.0845
51063CALHM2P2T-EHumanEsophagusESCC1.08e-051.80e-010.1177
51063CALHM2P4T-EHumanEsophagusESCC3.01e-082.19e-010.1323
51063CALHM2P8T-EHumanEsophagusESCC7.31e-039.46e-020.0889
51063CALHM2P9T-EHumanEsophagusESCC2.49e-031.73e-010.1131
51063CALHM2P10T-EHumanEsophagusESCC1.78e-039.48e-020.116
51063CALHM2P11T-EHumanEsophagusESCC2.90e-032.14e-010.1426
51063CALHM2P12T-EHumanEsophagusESCC3.06e-112.74e-010.1122
51063CALHM2P15T-EHumanEsophagusESCC1.49e-053.18e-010.1149
51063CALHM2P16T-EHumanEsophagusESCC4.27e-571.37e+000.1153
51063CALHM2P21T-EHumanEsophagusESCC2.15e-031.18e-010.1617
51063CALHM2P22T-EHumanEsophagusESCC2.29e-091.91e-010.1236
51063CALHM2P24T-EHumanEsophagusESCC2.97e-071.98e-010.1287
51063CALHM2P26T-EHumanEsophagusESCC2.33e-173.14e-010.1276
51063CALHM2P27T-EHumanEsophagusESCC1.74e-092.86e-010.1055
51063CALHM2P28T-EHumanEsophagusESCC6.07e-101.97e-010.1149
51063CALHM2P31T-EHumanEsophagusESCC1.18e-051.51e-010.1251
51063CALHM2P32T-EHumanEsophagusESCC4.98e-041.47e-010.1666
51063CALHM2P42T-EHumanEsophagusESCC2.49e-072.28e-010.1175
Page: 1 2 

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
∗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
Page: 1 

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
CALHM2SNVMissense_Mutationrs554630072c.718N>Tp.Arg240Trpp.R240WQ9HA72protein_codingdeleterious(0)benign(0.091)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CALHM2SNVMissense_Mutationc.764C>Tp.Ala255Valp.A255VQ9HA72protein_codingtolerated(0.31)possibly_damaging(0.509)TCGA-AR-A1AL-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyanastrozoleSD
CALHM2deletionFrame_Shift_Delnovelc.302_303delNNp.Leu101ProfsTer25p.L101Pfs*25Q9HA72protein_codingTCGA-BH-A0GY-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycyotxanSD
CALHM2deletionFrame_Shift_Delc.745delNp.Arg249AlafsTer15p.R249Afs*15Q9HA72protein_codingTCGA-E2-A1IN-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
CALHM2SNVMissense_Mutationnovelc.532C>Tp.Arg178Cysp.R178CQ9HA72protein_codingdeleterious(0.01)probably_damaging(0.962)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CALHM2SNVMissense_Mutationnovelc.499N>Cp.Asp167Hisp.D167HQ9HA72protein_codingtolerated(0.12)benign(0.357)TCGA-VS-A8EL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CALHM2SNVMissense_Mutationc.346N>Gp.Thr116Alap.T116AQ9HA72protein_codingtolerated(0.07)possibly_damaging(0.881)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
CALHM2SNVMissense_Mutationc.934G>Ap.Ala312Thrp.A312TQ9HA72protein_codingtolerated_low_confidence(0.58)benign(0)TCGA-AY-6197-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
CALHM2SNVMissense_Mutationrs369692383c.29N>Ap.Arg10Hisp.R10HQ9HA72protein_codingdeleterious_low_confidence(0.01)benign(0.197)TCGA-CM-4746-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
CALHM2SNVMissense_Mutationnovelc.91N>Tp.Gly31Cysp.G31CQ9HA72protein_codingdeleterious(0.02)possibly_damaging(0.818)TCGA-D5-6927-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
Page: 1 2 3 4 

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