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: LMX1B

Gene summary for LMX1B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LMX1B

Gene ID

4010

Gene nameLIM homeobox transcription factor 1 beta
Gene AliasFSGS10
Cytomap9q33.3
Gene Typeprotein-coding
GO ID

GO:0001701

UniProtAcc

B7ZLH2


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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
4010LMX1BHTA11_2487_2000001011HumanColorectumSER3.87e-021.42e-01-0.1808
4010LMX1BHTA11_1938_2000001011HumanColorectumAD1.73e-092.74e-01-0.0811
4010LMX1BHTA11_78_2000001011HumanColorectumAD4.96e-021.04e-01-0.1088
4010LMX1BHTA11_347_2000001011HumanColorectumAD6.35e-081.94e-01-0.1954
4010LMX1BHTA11_2112_2000001011HumanColorectumSER1.90e-023.35e-01-0.2196
4010LMX1BHTA11_3361_2000001011HumanColorectumAD4.57e-062.00e-01-0.1207
4010LMX1BHTA11_696_2000001011HumanColorectumAD9.02e-223.83e-01-0.1464
4010LMX1BHTA11_866_2000001011HumanColorectumAD3.61e-028.69e-02-0.1001
4010LMX1BHTA11_1391_2000001011HumanColorectumAD6.96e-051.86e-01-0.059
4010LMX1BHTA11_2992_2000001011HumanColorectumSER2.52e-104.42e-01-0.1706
4010LMX1BHTA11_5212_2000001011HumanColorectumAD1.67e-104.00e-01-0.2061
4010LMX1BHTA11_5216_2000001011HumanColorectumSER1.39e-198.54e-01-0.1462
4010LMX1BHTA11_546_2000001011HumanColorectumAD2.42e-104.13e-01-0.0842
4010LMX1BHTA11_99999965062_69753HumanColorectumMSI-H3.42e-043.77e-010.3487
4010LMX1BHTA11_99999974143_84620HumanColorectumMSS9.04e-051.23e-010.3005
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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
∗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:0001701ColorectumADin utero embryonic development110/3918367/187232.36e-054.62e-04110
GO:00017011ColorectumSERin utero embryonic development77/2897367/187232.77e-032.48e-0277
GO:00017012ColorectumMSSin utero embryonic development99/3467367/187233.71e-057.10e-0499
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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
LMX1BSNVMissense_Mutationrs772632723c.1090N>Ap.Asp364Asnp.D364NO60663protein_codingdeleterious(0.04)possibly_damaging(0.477)TCGA-A2-A04U-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
LMX1BSNVMissense_Mutationnovelc.1144G>Cp.Val382Leup.V382LO60663protein_codingtolerated(0.78)benign(0.011)TCGA-A2-A3XS-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanPD
LMX1BSNVMissense_Mutationc.467T>Gp.Phe156Cysp.F156CO60663protein_codingtolerated(0.13)benign(0.276)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LMX1BSNVMissense_Mutationrs776839118c.463N>Ap.Glu155Lysp.E155KO60663protein_codingdeleterious(0.03)possibly_damaging(0.814)TCGA-MY-A913-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LMX1BSNVMissense_Mutationnovelc.1028N>Tp.Pro343Leup.P343LO60663protein_codingtolerated(0.09)benign(0.203)TCGA-VS-A958-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
LMX1BSNVMissense_Mutationnovelc.347N>Cp.Ser116Thrp.S116TO60663protein_codingtolerated(0.12)possibly_damaging(0.669)TCGA-ZJ-AAXD-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
LMX1BSNVMissense_Mutationc.455A>Gp.Lys152Argp.K152RO60663protein_codingtolerated(0.17)benign(0.307)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
LMX1BSNVMissense_Mutationc.460N>Ap.Asp154Asnp.D154NO60663protein_codingdeleterious(0)possibly_damaging(0.736)TCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
LMX1BSNVMissense_Mutationc.571N>Tp.Asp191Tyrp.D191YO60663protein_codingdeleterious(0)probably_damaging(0.982)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
LMX1BSNVMissense_Mutationrs767072869c.469N>Ap.Val157Metp.V157MO60663protein_codingtolerated(0.06)possibly_damaging(0.889)TCGA-AA-3693-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
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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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