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: TBC1D22B

Gene summary for TBC1D22B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TBC1D22B

Gene ID

55633

Gene nameTBC1 domain family member 22B
Gene AliasC6orf197
Cytomap6p21.2
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q9NU19


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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
55633TBC1D22BLZE2THumanEsophagusESCC1.44e-033.79e-010.082
55633TBC1D22BLZE7THumanEsophagusESCC1.60e-041.95e-010.0667
55633TBC1D22BLZE24THumanEsophagusESCC5.05e-061.89e-010.0596
55633TBC1D22BP2T-EHumanEsophagusESCC2.48e-112.16e-010.1177
55633TBC1D22BP4T-EHumanEsophagusESCC7.55e-101.67e-010.1323
55633TBC1D22BP5T-EHumanEsophagusESCC4.45e-059.03e-020.1327
55633TBC1D22BP8T-EHumanEsophagusESCC4.74e-081.38e-010.0889
55633TBC1D22BP9T-EHumanEsophagusESCC1.01e-061.33e-010.1131
55633TBC1D22BP10T-EHumanEsophagusESCC7.30e-071.10e-010.116
55633TBC1D22BP11T-EHumanEsophagusESCC9.11e-062.44e-010.1426
55633TBC1D22BP12T-EHumanEsophagusESCC2.76e-041.58e-010.1122
55633TBC1D22BP15T-EHumanEsophagusESCC3.80e-091.89e-010.1149
55633TBC1D22BP16T-EHumanEsophagusESCC9.75e-081.12e-010.1153
55633TBC1D22BP17T-EHumanEsophagusESCC4.57e-042.48e-010.1278
55633TBC1D22BP21T-EHumanEsophagusESCC7.40e-041.20e-010.1617
55633TBC1D22BP22T-EHumanEsophagusESCC4.17e-108.72e-020.1236
55633TBC1D22BP23T-EHumanEsophagusESCC7.21e-122.20e-010.108
55633TBC1D22BP24T-EHumanEsophagusESCC2.27e-071.84e-010.1287
55633TBC1D22BP26T-EHumanEsophagusESCC2.92e-081.21e-010.1276
55633TBC1D22BP27T-EHumanEsophagusESCC4.05e-061.69e-010.1055
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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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
GO:004308715EsophagusESCCregulation of GTPase activity183/8552348/187235.34e-032.00e-02183
GO:00430876LungIACregulation of GTPase activity67/2061348/187233.43e-061.44e-0467
GO:00435475LungIACpositive regulation of GTPase activity48/2061255/187231.40e-042.60e-0348
GO:00906303LungIACactivation of GTPase activity22/2061115/187236.80e-034.73e-0222
GO:004308711LungAISregulation of GTPase activity65/1849348/187233.35e-072.83e-0565
GO:004354711LungAISpositive regulation of GTPase activity44/1849255/187231.74e-043.64e-0344
GO:009063011LungAISactivation of GTPase activity21/1849115/187234.07e-033.65e-0221
GO:004308718ThyroidPTCregulation of GTPase activity148/5968348/187231.63e-051.71e-04148
GO:004354714ThyroidPTCpositive regulation of GTPase activity103/5968255/187232.38e-031.25e-02103
GO:004308719ThyroidATCregulation of GTPase activity153/6293348/187233.24e-052.68e-04153
GO:004354715ThyroidATCpositive regulation of GTPase activity106/6293255/187234.58e-031.89e-02106
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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
TBC1D22BSNVMissense_Mutationc.806A>Gp.His269Argp.H269RQ9NU19protein_codingdeleterious(0.01)benign(0.345)TCGA-A8-A07I-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilCR
TBC1D22BSNVMissense_Mutationrs371644904c.1034N>Ap.Arg345Glnp.R345QQ9NU19protein_codingtolerated(0.31)benign(0.041)TCGA-A8-A095-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
TBC1D22BSNVMissense_Mutationc.1136N>Tp.Ala379Valp.A379VQ9NU19protein_codingtolerated(1)benign(0.315)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TBC1D22BSNVMissense_Mutationrs150909093c.191G>Ap.Arg64Glnp.R64QQ9NU19protein_codingtolerated(0.34)benign(0.007)TCGA-AR-A0TQ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
TBC1D22BSNVMissense_Mutationrs778955950c.523N>Cp.Ala175Prop.A175PQ9NU19protein_codingtolerated(0.19)benign(0.003)TCGA-AR-A1AT-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyanastrozoleSD
TBC1D22BSNVMissense_Mutationnovelc.467N>Gp.Pro156Argp.P156RQ9NU19protein_codingtolerated(0.06)benign(0.067)TCGA-S3-AA17-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyanastrozoleSD
TBC1D22BinsertionIn_Frame_Insnovelc.1245_1246insACTCACACCTGTAATCCCAGCp.Met415_Arg416insThrHisThrCysAsnProSerp.M415_R416insTHTCNPSQ9NU19protein_codingTCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
TBC1D22BinsertionFrame_Shift_Insnovelc.345_346insGCAAAACAGATp.Ser116AlafsTer17p.S116Afs*17Q9NU19protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TBC1D22BinsertionNonsense_Mutationnovelc.347_348insACACACTATATGACAGTATATACAAATAAGp.Ser116_Thr117insHisThrIleTerGlnTyrIleGlnIleArgp.S116_T117insHTI*QYIQIRQ9NU19protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TBC1D22BinsertionFrame_Shift_Insnovelc.1066_1067insCTGAGTATAATTCATTGAACATp.Ser356ThrfsTer17p.S356Tfs*17Q9NU19protein_codingTCGA-B6-A0IK-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
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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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