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: FAM26F

Gene summary for FAM26F

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FAM26F

Gene ID

441168

Gene namecalcium homeostasis modulator family member 6
Gene AliasC6orf187
Cytomap6q22.1
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q5R3K3


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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
441168FAM26FP2T-EHumanEsophagusESCC4.31e-061.51e-010.1177
441168FAM26FP5T-EHumanEsophagusESCC2.39e-244.61e-010.1327
441168FAM26FP10T-EHumanEsophagusESCC3.97e-041.19e-010.116
441168FAM26FP16T-EHumanEsophagusESCC2.86e-102.07e-010.1153
441168FAM26FP17T-EHumanEsophagusESCC2.06e-043.25e-010.1278
441168FAM26FP20T-EHumanEsophagusESCC5.28e-071.72e-010.1124
441168FAM26FP23T-EHumanEsophagusESCC4.28e-227.15e-010.108
441168FAM26FP24T-EHumanEsophagusESCC9.44e-072.05e-010.1287
441168FAM26FP26T-EHumanEsophagusESCC4.30e-031.12e-010.1276
441168FAM26FP27T-EHumanEsophagusESCC1.25e-264.85e-010.1055
441168FAM26FP32T-EHumanEsophagusESCC4.40e-091.89e-010.1666
441168FAM26FP36T-EHumanEsophagusESCC3.62e-082.92e-010.1187
441168FAM26FP37T-EHumanEsophagusESCC2.23e-276.80e-010.1371
441168FAM26FP52T-EHumanEsophagusESCC4.43e-028.84e-020.1555
441168FAM26FP56T-EHumanEsophagusESCC2.26e-022.71e-010.1613
441168FAM26FP62T-EHumanEsophagusESCC1.02e-051.90e-010.1302
441168FAM26FP74T-EHumanEsophagusESCC1.59e-277.30e-010.1479
441168FAM26FP76T-EHumanEsophagusESCC4.41e-071.78e-010.1207
441168FAM26FP79T-EHumanEsophagusESCC3.50e-025.72e-020.1154
441168FAM26FP80T-EHumanEsophagusESCC1.13e-216.15e-010.155
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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
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
∗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
FAM26FSNVMissense_Mutationc.850N>Cp.Glu284Glnp.E284QQ5R3K3protein_codingtolerated(0.18)benign(0.011)TCGA-C8-A1HM-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
FAM26FSNVMissense_Mutationc.99N>Gp.Ile33Metp.I33MQ5R3K3protein_codingdeleterious(0)benign(0.164)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FAM26FSNVMissense_Mutationc.424N>Tp.Arg142Cysp.R142CQ5R3K3protein_codingdeleterious(0.01)possibly_damaging(0.627)TCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FAM26FSNVMissense_Mutationc.217N>Tp.Arg73Cysp.R73CQ5R3K3protein_codingdeleterious(0)probably_damaging(0.984)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FAM26FSNVMissense_Mutationnovelc.386N>Tp.Thr129Ilep.T129IQ5R3K3protein_codingdeleterious(0)benign(0.107)TCGA-T9-A92H-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
FAM26FSNVMissense_Mutationrs557482432c.731N>Tp.Ser244Leup.S244LQ5R3K3protein_codingdeleterious(0.03)benign(0.034)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
FAM26FSNVMissense_Mutationnovelc.573N>Gp.Ile191Metp.I191MQ5R3K3protein_codingdeleterious(0)benign(0.225)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
FAM26FSNVMissense_Mutationc.720N>Ap.Phe240Leup.F240LQ5R3K3protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AJ-A5DW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
FAM26FSNVMissense_Mutationnovelc.83N>Tp.Ala28Valp.A28VQ5R3K3protein_codingtolerated(0.13)benign(0.025)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
FAM26FSNVMissense_Mutationnovelc.573T>Gp.Ile191Metp.I191MQ5R3K3protein_codingdeleterious(0)benign(0.225)TCGA-AP-A1E0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelSD
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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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