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: TMEM45B

Gene summary for TMEM45B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMEM45B

Gene ID

120224

Gene nametransmembrane protein 45B
Gene AliasTMEM45B
Cytomap11q24.3
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q96B21


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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
120224TMEM45BHTA11_3410_2000001011HumanColorectumAD3.52e-10-4.87e-010.0155
120224TMEM45BHTA11_2487_2000001011HumanColorectumSER1.40e-055.82e-01-0.1808
120224TMEM45BHTA11_347_2000001011HumanColorectumAD3.02e-241.03e+00-0.1954
120224TMEM45BHTA11_411_2000001011HumanColorectumSER2.59e-061.17e+00-0.2602
120224TMEM45BHTA11_2112_2000001011HumanColorectumSER1.64e-068.06e-01-0.2196
120224TMEM45BHTA11_83_2000001011HumanColorectumSER3.15e-035.60e-01-0.1526
120224TMEM45BHTA11_5212_2000001011HumanColorectumAD1.85e-036.02e-01-0.2061
120224TMEM45BHTA11_866_3004761011HumanColorectumAD1.39e-04-2.91e-010.096
120224TMEM45BHTA11_10711_2000001011HumanColorectumAD5.11e-03-4.08e-010.0338
120224TMEM45BHTA11_7696_3000711011HumanColorectumAD3.03e-11-3.87e-010.0674
120224TMEM45BHTA11_6818_2000001021HumanColorectumAD3.45e-03-3.48e-010.0588
120224TMEM45BHTA11_99999974143_84620HumanColorectumMSS5.87e-06-3.75e-010.3005
120224TMEM45BF007HumanColorectumFAP1.38e-02-3.21e-010.1176
120224TMEM45BA002-C-010HumanColorectumFAP1.24e-04-3.34e-010.242
120224TMEM45BA001-C-207HumanColorectumFAP6.58e-05-3.06e-010.1278
120224TMEM45BA015-C-203HumanColorectumFAP4.01e-34-5.19e-01-0.1294
120224TMEM45BA015-C-204HumanColorectumFAP5.43e-07-2.63e-01-0.0228
120224TMEM45BA014-C-040HumanColorectumFAP7.71e-05-4.34e-01-0.1184
120224TMEM45BA002-C-201HumanColorectumFAP1.38e-15-4.13e-010.0324
120224TMEM45BA002-C-203HumanColorectumFAP1.11e-04-1.78e-010.2786
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
∗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
TMEM45BSNVMissense_Mutationrs752472325c.145N>Ap.Glu49Lysp.E49KQ96B21protein_codingdeleterious(0)possibly_damaging(0.879)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM45BinsertionFrame_Shift_Insnovelc.663_664insATCATGGGACACTGTGAAAAACTCAAATCAAp.His222IlefsTer51p.H222Ifs*51Q96B21protein_codingTCGA-A2-A04V-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanPD
TMEM45BinsertionFrame_Shift_Insnovelc.643_644insTCATTTTTTGTATTTTTAGTAGAAACAGGGTTp.Thr216IlefsTer37p.T216Ifs*37Q96B21protein_codingTCGA-BH-A0B8-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
TMEM45BSNVMissense_Mutationc.703N>Gp.Ser235Alap.S235AQ96B21protein_codingtolerated(0.76)benign(0.001)TCGA-AG-3892-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
TMEM45BSNVMissense_Mutationrs752472325c.145N>Ap.Glu49Lysp.E49KQ96B21protein_codingdeleterious(0)possibly_damaging(0.879)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
TMEM45BSNVMissense_Mutationc.154A>Gp.Ile52Valp.I52VQ96B21protein_codingtolerated(1)benign(0)TCGA-AP-A0LJ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TMEM45BSNVMissense_Mutationnovelc.386N>Ap.Gly129Aspp.G129DQ96B21protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TMEM45BSNVMissense_Mutationrs765825131c.728N>Ap.Arg243Glnp.R243QQ96B21protein_codingdeleterious(0.03)possibly_damaging(0.531)TCGA-AP-A1DO-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TMEM45BSNVMissense_Mutationrs765825131c.728N>Ap.Arg243Glnp.R243QQ96B21protein_codingdeleterious(0.03)possibly_damaging(0.531)TCGA-AX-A2HG-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TMEM45BSNVMissense_Mutationc.118N>Tp.His40Tyrp.H40YQ96B21protein_codingtolerated(1)benign(0)TCGA-D1-A17M-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
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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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