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: LRCH1

Gene summary for LRCH1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LRCH1

Gene ID

23143

Gene nameleucine rich repeats and calponin homology domain containing 1
Gene AliasCHDC1
Cytomap13q14.13-q14.2
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

Q9Y2L9


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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
23143LRCH1CCI_1HumanCervixCC4.50e-036.55e-010.528
23143LRCH1CCI_2HumanCervixCC2.00e-057.02e-010.5249
23143LRCH1CCI_3HumanCervixCC3.37e-054.44e-010.516
23143LRCH1TumorHumanCervixCC4.41e-03-1.32e-010.1241
23143LRCH1HTA11_3410_2000001011HumanColorectumAD1.29e-06-4.35e-010.0155
23143LRCH1HTA11_696_2000001011HumanColorectumAD4.15e-06-2.63e-01-0.1464
23143LRCH1HTA11_866_2000001011HumanColorectumAD2.58e-02-2.39e-01-0.1001
23143LRCH1HTA11_866_3004761011HumanColorectumAD1.35e-05-4.42e-010.096
23143LRCH1HTA11_10711_2000001011HumanColorectumAD5.59e-05-4.51e-010.0338
23143LRCH1HTA11_7696_3000711011HumanColorectumAD5.91e-09-4.06e-010.0674
23143LRCH1HTA11_99999970781_79442HumanColorectumMSS3.91e-06-2.59e-010.294
23143LRCH1HTA11_99999965104_69814HumanColorectumMSS7.38e-076.93e-010.281
23143LRCH1HTA11_99999974143_84620HumanColorectumMSS1.06e-02-2.99e-010.3005
23143LRCH1F007HumanColorectumFAP1.76e-025.66e-020.1176
23143LRCH1A015-C-203HumanColorectumFAP3.10e-21-4.01e-01-0.1294
23143LRCH1A015-C-204HumanColorectumFAP8.32e-07-3.01e-01-0.0228
23143LRCH1A014-C-040HumanColorectumFAP2.49e-03-2.42e-01-0.1184
23143LRCH1A002-C-201HumanColorectumFAP2.40e-13-3.47e-010.0324
23143LRCH1A001-C-119HumanColorectumFAP1.00e-07-2.90e-01-0.1557
23143LRCH1A001-C-108HumanColorectumFAP6.79e-09-2.37e-01-0.0272
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
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
GO:00026837CervixCCnegative regulation of immune system process94/2311434/187232.63e-081.87e-0694
GO:00430877CervixCCregulation of GTPase activity79/2311348/187234.21e-082.60e-0679
GO:00513469CervixCCnegative regulation of hydrolase activity81/2311379/187234.27e-071.67e-0581
GO:00509007CervixCCleukocyte migration78/2311369/187231.09e-063.80e-0578
GO:00026857CervixCCregulation of leukocyte migration50/2311210/187232.95e-068.31e-0550
GO:00716755CervixCCregulation of mononuclear cell migration31/2311115/187231.67e-053.22e-0431
GO:00512713CervixCCnegative regulation of cellular component movement73/2311367/187232.22e-053.95e-0473
GO:00400133CervixCCnegative regulation of locomotion76/2311391/187233.47e-055.60e-0476
GO:20001463CervixCCnegative regulation of cell motility71/2311359/187233.47e-055.60e-0471
GO:00303363CervixCCnegative regulation of cell migration68/2311344/187235.11e-057.70e-0468
GO:00716745CervixCCmononuclear cell migration40/2311196/187238.79e-047.62e-0340
GO:20004043CervixCCregulation of T cell migration13/231142/187231.18e-039.56e-0313
GO:00726782CervixCCT cell migration17/231166/187232.20e-031.58e-0217
GO:20004012CervixCCregulation of lymphocyte migration16/231161/187232.40e-031.70e-0216
GO:0043087ColorectumADregulation of GTPase activity110/3918348/187231.64e-065.03e-05110
GO:00430872ColorectumMSSregulation of GTPase activity101/3467348/187231.00e-063.46e-05101
GO:00513461ColorectumMSSnegative regulation of hydrolase activity92/3467379/187232.85e-032.22e-0292
GO:00430873ColorectumFAPregulation of GTPase activity85/2622348/187231.20e-077.68e-0685
GO:00430874ColorectumCRCregulation of GTPase activity69/2078348/187231.11e-066.69e-0569
GO:00430878EndometriumAEHregulation of GTPase activity66/2100348/187231.26e-052.77e-0466
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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
LRCH1SNVMissense_Mutationc.643N>Cp.Glu215Glnp.E215QQ9Y2L9protein_codingdeleterious(0)benign(0.083)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
LRCH1SNVMissense_Mutationnovelc.1595N>Gp.Ser532Cysp.S532CQ9Y2L9protein_codingdeleterious(0.01)possibly_damaging(0.893)TCGA-A2-A0CR-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
LRCH1SNVMissense_Mutationc.1586G>Cp.Arg529Thrp.R529TQ9Y2L9protein_codingtolerated(0.05)benign(0.167)TCGA-A2-A0SY-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyarimidexSD
LRCH1SNVMissense_Mutationc.765N>Cp.Met255Ilep.M255IQ9Y2L9protein_codingdeleterious(0)probably_damaging(0.981)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
LRCH1SNVMissense_Mutationc.1864N>Tp.Arg622Cysp.R622CQ9Y2L9protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LRCH1SNVMissense_Mutationc.1830G>Tp.Gln610Hisp.Q610HQ9Y2L9protein_codingtolerated(0.38)probably_damaging(0.999)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
LRCH1SNVMissense_Mutationrs776852021c.940N>Ap.Val314Metp.V314MQ9Y2L9protein_codingdeleterious(0.04)benign(0.148)TCGA-BH-A0AW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinSD
LRCH1SNVMissense_Mutationc.1462N>Ap.Ala488Thrp.A488TQ9Y2L9protein_codingtolerated(0.45)benign(0.003)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
LRCH1SNVMissense_Mutationc.1462N>Ap.Ala488Thrp.A488TQ9Y2L9protein_codingtolerated(0.45)benign(0.003)TCGA-BH-A0W3-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
LRCH1SNVMissense_Mutationc.47C>Tp.Ser16Leup.S16LQ9Y2L9protein_codingdeleterious_low_confidence(0.01)benign(0.054)TCGA-BH-A18P-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
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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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