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: LZIC

Gene summary for LZIC

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LZIC

Gene ID

84328

Gene nameleucine zipper and CTNNBIP1 domain containing
Gene AliasLZIC
Cytomap1p36.22
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

A0A024R4I7


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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
84328LZICHTA11_2487_2000001011HumanColorectumSER1.13e-033.09e-01-0.1808
84328LZICHTA11_78_2000001011HumanColorectumAD1.58e-033.10e-01-0.1088
84328LZICHTA11_347_2000001011HumanColorectumAD9.68e-205.29e-01-0.1954
84328LZICHTA11_6801_2000001011HumanColorectumSER1.86e-023.57e-010.0171
84328LZICLZE2THumanEsophagusESCC1.58e-067.77e-010.082
84328LZICLZE4THumanEsophagusESCC2.77e-175.22e-010.0811
84328LZICLZE5THumanEsophagusESCC1.76e-042.40e-010.0514
84328LZICLZE7THumanEsophagusESCC2.50e-083.43e-010.0667
84328LZICLZE8THumanEsophagusESCC6.78e-041.16e-010.067
84328LZICLZE20THumanEsophagusESCC5.59e-102.92e-010.0662
84328LZICLZE22THumanEsophagusESCC1.13e-096.12e-010.068
84328LZICLZE24THumanEsophagusESCC1.36e-265.89e-010.0596
84328LZICLZE6THumanEsophagusESCC2.99e-041.80e-010.0845
84328LZICP1T-EHumanEsophagusESCC4.21e-073.25e-010.0875
84328LZICP2T-EHumanEsophagusESCC5.35e-487.84e-010.1177
84328LZICP4T-EHumanEsophagusESCC1.57e-326.46e-010.1323
84328LZICP5T-EHumanEsophagusESCC2.20e-417.08e-010.1327
84328LZICP8T-EHumanEsophagusESCC3.43e-243.88e-010.0889
84328LZICP9T-EHumanEsophagusESCC1.03e-123.21e-010.1131
84328LZICP10T-EHumanEsophagusESCC9.33e-285.73e-010.116
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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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:001021217EsophagusESCCresponse to ionizing radiation110/8552148/187231.11e-124.78e-11110
GO:000931419EsophagusESCCresponse to radiation277/8552456/187234.42e-111.43e-09277
GO:001021221LiverHCCresponse to ionizing radiation89/7958148/187231.10e-051.26e-0489
GO:00093146LiverHCCresponse to radiation223/7958456/187233.08e-031.43e-02223
GO:00102128Oral cavityOSCCresponse to ionizing radiation99/7305148/187235.49e-122.08e-1099
GO:000931416Oral cavityOSCCresponse to radiation241/7305456/187239.76e-102.40e-08241
GO:001021216Oral cavityLPresponse to ionizing radiation64/4623148/187235.60e-071.51e-0564
GO:000931417Oral cavityLPresponse to radiation155/4623456/187234.12e-068.49e-05155
GO:000931424SkincSCCresponse to radiation166/4864456/187234.37e-078.41e-06166
GO:001021225SkincSCCresponse to ionizing radiation64/4864148/187233.64e-065.50e-0564
GO:001021219ThyroidPTCresponse to ionizing radiation79/5968148/187234.56e-089.74e-0779
GO:0009314111ThyroidPTCresponse to radiation195/5968456/187235.10e-078.27e-06195
GO:000931426ThyroidATCresponse to radiation210/6293456/187231.69e-083.39e-07210
GO:0010212110ThyroidATCresponse to ionizing radiation82/6293148/187233.88e-087.15e-0782
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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
LZICSNVMissense_Mutationc.127N>Ap.Glu43Lysp.E43KQ8WZA0protein_codingdeleterious(0.01)probably_damaging(0.914)TCGA-BH-A0HP-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
LZICSNVMissense_Mutationc.87N>Ap.Asp29Glup.D29EQ8WZA0protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AG-3902-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
LZICdeletionFrame_Shift_Delrs779313258c.570delNp.Lys190AsnfsTer16p.K190Nfs*16Q8WZA0protein_codingTCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
LZICdeletionFrame_Shift_Delrs779313258c.570delNp.Lys190AsnfsTer16p.K190Nfs*16Q8WZA0protein_codingTCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
LZICSNVMissense_Mutationnovelc.24G>Tp.Glu8Aspp.E8DQ8WZA0protein_codingdeleterious(0.01)probably_damaging(0.991)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
LZICSNVMissense_Mutationrs765149898c.542C>Tp.Ala181Valp.A181VQ8WZA0protein_codingtolerated(0.08)benign(0.416)TCGA-AJ-A3NE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
LZICSNVMissense_Mutationc.93N>Tp.Glu31Aspp.E31DQ8WZA0protein_codingdeleterious(0)probably_damaging(0.991)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
LZICSNVMissense_Mutationnovelc.65G>Tp.Arg22Ilep.R22IQ8WZA0protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
LZICSNVMissense_Mutationnovelc.443N>Cp.Asp148Alap.D148AQ8WZA0protein_codingtolerated(0.12)benign(0)TCGA-BK-A13B-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownPD
LZICSNVMissense_Mutationc.511N>Ap.Leu171Ilep.L171IQ8WZA0protein_codingtolerated(0.43)benign(0.012)TCGA-D1-A17H-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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