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: LGALS7B

Gene summary for LGALS7B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

LGALS7B

Gene ID

653499

Gene namegalectin 7B
Gene AliasGAL7
Cytomap19q13.2
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

P47929


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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
653499LGALS7BCA_HPV_1HumanCervixCC1.95e-08-2.99e-010.0264
653499LGALS7BCA_HPV_3HumanCervixCC1.03e-166.02e-010.0414
653499LGALS7BN_HPV_2HumanCervixN_HPV1.31e-145.98e-01-0.0131
653499LGALS7Bsample3HumanCervixCC2.92e-091.56e-010.1387
653499LGALS7BL1HumanCervixCC2.03e-128.24e-010.0802
653499LGALS7BT3HumanCervixCC5.54e-132.32e-010.1389
653499LGALS7BLZE3DHumanEsophagusHGIN3.59e-038.87e-010.0668
653499LGALS7BLZE4THumanEsophagusESCC6.42e-672.84e+000.0811
653499LGALS7BLZE5THumanEsophagusESCC4.75e-041.18e+000.0514
653499LGALS7BLZE7THumanEsophagusESCC5.34e-129.71e-010.0667
653499LGALS7BLZE20THumanEsophagusESCC2.02e-053.41e-010.0662
653499LGALS7BLZE22D1HumanEsophagusHGIN3.28e-131.01e+000.0595
653499LGALS7BLZE22THumanEsophagusESCC6.11e-192.87e+000.068
653499LGALS7BLZE6THumanEsophagusESCC1.96e-331.79e+000.0845
653499LGALS7BP1T-EHumanEsophagusESCC1.83e-066.03e-010.0875
653499LGALS7BP2T-EHumanEsophagusESCC3.12e-308.29e-010.1177
653499LGALS7BP4T-EHumanEsophagusESCC1.60e-662.38e+000.1323
653499LGALS7BP5T-EHumanEsophagusESCC4.29e-1153.00e+000.1327
653499LGALS7BP8T-EHumanEsophagusESCC9.83e-318.57e-010.0889
653499LGALS7BP9T-EHumanEsophagusESCC1.36e-065.78e-010.1131
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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
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
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
∗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:002240710CervixCCregulation of cell-cell adhesion103/2311448/187231.78e-102.87e-08103
GO:00421108CervixCCT cell activation107/2311487/187231.24e-091.46e-07107
GO:00508638CervixCCregulation of T cell activation80/2311329/187231.28e-091.47e-0780
GO:00071598CervixCCleukocyte cell-cell adhesion85/2311371/187238.27e-097.07e-0785
GO:00071626CervixCCnegative regulation of cell adhesion72/2311303/187232.36e-081.70e-0672
GO:00026837CervixCCnegative regulation of immune system process94/2311434/187232.63e-081.87e-0694
GO:19030378CervixCCregulation of leukocyte cell-cell adhesion77/2311336/187234.08e-082.54e-0677
GO:00420988CervixCCT cell proliferation49/2311199/187231.32e-064.49e-0549
GO:00224084CervixCCnegative regulation of cell-cell adhesion48/2311196/187231.99e-066.18e-0548
GO:00421297CervixCCregulation of T cell proliferation43/2311171/187233.21e-068.77e-0543
GO:00706637CervixCCregulation of leukocyte proliferation55/2311245/187236.51e-061.56e-0455
GO:00506705CervixCCregulation of lymphocyte proliferation51/2311225/187231.05e-052.32e-0451
GO:0051250CervixCCnegative regulation of lymphocyte activation39/2311157/187231.23e-052.57e-0439
GO:00329444CervixCCregulation of mononuclear cell proliferation51/2311227/187231.36e-052.73e-0451
GO:00706617CervixCCleukocyte proliferation65/2311318/187232.56e-054.32e-0465
GO:0002695CervixCCnegative regulation of leukocyte activation43/2311187/187233.47e-055.60e-0443
GO:00466516CervixCClymphocyte proliferation59/2311288/187235.53e-058.10e-0459
GO:0050868CervixCCnegative regulation of T cell activation31/2311122/187235.81e-058.46e-0431
GO:00329435CervixCCmononuclear cell proliferation59/2311291/187237.51e-051.03e-0359
GO:1903038CervixCCnegative regulation of leukocyte cell-cell adhesion33/2311141/187231.90e-042.21e-0333
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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
LGALS7BSNVMissense_Mutationrs771820960c.136N>Ap.Asp46Asnp.D46NP47929protein_codingtolerated(0.05)possibly_damaging(0.858)TCGA-Q1-A73P-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
LGALS7BSNVMissense_Mutationrs771820960c.136G>Ap.Asp46Asnp.D46NP47929protein_codingtolerated(0.05)possibly_damaging(0.858)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
LGALS7BSNVMissense_Mutationrs762396841c.248G>Ap.Arg83Hisp.R83HP47929protein_codingtolerated(0.31)benign(0.005)TCGA-AJ-A3BG-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinPD
LGALS7BSNVMissense_Mutationrs770777524c.215N>Ap.Arg72Hisp.R72HP47929protein_codingtolerated(0.16)benign(0.009)TCGA-AX-A0IZ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
LGALS7BSNVMissense_Mutationnovelc.131G>Ap.Gly44Aspp.G44DP47929protein_codingtolerated(0.88)benign(0.003)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
LGALS7BSNVMissense_Mutationnovelc.322N>Ap.His108Asnp.H108NP47929protein_codingdeleterious(0.01)possibly_damaging(0.816)TCGA-5C-A9VH-01Liverliver hepatocellular carcinomaMale>=65I/IIUnknownUnknownSD
LGALS7BSNVMissense_Mutationc.96N>Cp.Arg32Serp.R32SP47929protein_codingtolerated(0.05)possibly_damaging(0.476)TCGA-DD-A1EL-01Liverliver hepatocellular carcinomaMale<65I/IIUnknownUnknownPD
LGALS7BSNVMissense_Mutationnovelc.223N>Tp.Arg75Cysp.R75CP47929protein_codingdeleterious(0)probably_damaging(0.999)TCGA-LG-A9QC-01Liverliver hepatocellular carcinomaMale<65I/IIUnknownUnknownSD
LGALS7BSNVMissense_Mutationnovelc.226N>Ap.Gly76Argp.G76RP47929protein_codingdeleterious(0.01)probably_damaging(0.995)TCGA-21-1079-01Lunglung squamous cell carcinomaMale>=65III/IVUnknownUnknownPD
LGALS7BSNVMissense_Mutationc.118N>Tp.Gly40Trpp.G40WP47929protein_codingdeleterious(0.01)probably_damaging(0.979)TCGA-EJ-7125-01Prostateprostate adenocarcinomaMale<657UnknownUnknownSD
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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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