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: PHLDB1

Gene summary for PHLDB1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PHLDB1

Gene ID

23187

Gene namepleckstrin homology like domain family B member 1
Gene AliasLL5A
Cytomap11q23.3
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

A0A024R3H6


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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
23187PHLDB1LZE22THumanEsophagusESCC7.58e-046.65e-010.068
23187PHLDB1LZE24THumanEsophagusESCC3.13e-041.06e-010.0596
23187PHLDB1LZE22D3HumanEsophagusHGIN1.80e-024.63e-010.0653
23187PHLDB1P2T-EHumanEsophagusESCC1.80e-192.72e-010.1177
23187PHLDB1P4T-EHumanEsophagusESCC1.40e-172.65e-010.1323
23187PHLDB1P5T-EHumanEsophagusESCC1.05e-025.58e-020.1327
23187PHLDB1P8T-EHumanEsophagusESCC4.55e-102.24e-010.0889
23187PHLDB1P9T-EHumanEsophagusESCC1.55e-072.39e-010.1131
23187PHLDB1P10T-EHumanEsophagusESCC4.45e-051.26e-010.116
23187PHLDB1P11T-EHumanEsophagusESCC2.51e-249.32e-010.1426
23187PHLDB1P12T-EHumanEsophagusESCC3.65e-112.46e-010.1122
23187PHLDB1P15T-EHumanEsophagusESCC1.52e-089.51e-020.1149
23187PHLDB1P16T-EHumanEsophagusESCC2.09e-143.02e-010.1153
23187PHLDB1P17T-EHumanEsophagusESCC3.33e-031.55e-010.1278
23187PHLDB1P19T-EHumanEsophagusESCC7.62e-073.24e-010.1662
23187PHLDB1P21T-EHumanEsophagusESCC5.93e-162.81e-010.1617
23187PHLDB1P22T-EHumanEsophagusESCC7.01e-068.93e-020.1236
23187PHLDB1P23T-EHumanEsophagusESCC1.70e-052.05e-010.108
23187PHLDB1P24T-EHumanEsophagusESCC3.01e-091.72e-010.1287
23187PHLDB1P26T-EHumanEsophagusESCC3.24e-111.46e-010.1276
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:00705078EsophagusESCCregulation of microtubule cytoskeleton organization99/8552148/187231.43e-072.29e-0699
GO:00073698EsophagusESCCgastrulation115/8552185/187234.35e-064.64e-05115
GO:00301984EsophagusESCCextracellular matrix organization171/8552301/187236.08e-054.67e-04171
GO:00430624EsophagusESCCextracellular structure organization171/8552302/187237.73e-055.76e-04171
GO:00452294EsophagusESCCexternal encapsulating structure organization172/8552304/187237.80e-055.80e-04172
GO:00018378EsophagusESCCepithelial to mesenchymal transition95/8552157/187231.25e-048.56e-0495
GO:19030553EsophagusESCCpositive regulation of extracellular matrix organization20/855225/187234.81e-042.69e-0320
GO:00487628EsophagusESCCmesenchymal cell differentiation133/8552236/187235.94e-043.22e-03133
GO:00328864EsophagusESCCregulation of microtubule-based process134/8552240/187239.44e-044.80e-03134
GO:00107174EsophagusESCCregulation of epithelial to mesenchymal transition61/855299/187231.01e-035.09e-0361
GO:00101711EsophagusESCCbody morphogenesis30/855243/187231.21e-035.88e-0330
GO:00604856EsophagusESCCmesenchyme development156/8552291/187233.76e-031.53e-02156
GO:00717115EsophagusESCCbasement membrane organization22/855231/187233.90e-031.58e-0222
GO:19012033EsophagusESCCpositive regulation of extracellular matrix assembly9/855210/187235.09e-031.92e-029
GO:00850292EsophagusESCCextracellular matrix assembly29/855245/187238.63e-033.04e-0229
GO:19030532EsophagusESCCregulation of extracellular matrix organization30/855248/187231.40e-024.57e-0230
GO:007050717ThyroidPTCregulation of microtubule cytoskeleton organization80/5968148/187231.79e-084.19e-0780
GO:000183715ThyroidPTCepithelial to mesenchymal transition76/5968157/187231.10e-051.21e-0476
GO:00328866ThyroidPTCregulation of microtubule-based process105/5968240/187236.91e-056.03e-04105
GO:000736910ThyroidPTCgastrulation84/5968185/187237.58e-056.52e-0484
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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
PHLDB1SNVMissense_Mutationc.1135N>Tp.Pro379Serp.P379SQ86UU1protein_codingdeleterious(0.04)benign(0.003)TCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
PHLDB1SNVMissense_Mutationnovelc.2554G>Cp.Asp852Hisp.D852HQ86UU1protein_codingdeleterious(0.01)benign(0.347)TCGA-A7-A4SF-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinCR
PHLDB1SNVMissense_Mutationc.2678G>Cp.Arg893Thrp.R893TQ86UU1protein_codingdeleterious(0)benign(0.366)TCGA-A7-A4SF-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinCR
PHLDB1SNVMissense_Mutationrs781810580c.1400N>Ap.Arg467Glnp.R467QQ86UU1protein_codingdeleterious(0.01)probably_damaging(0.968)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PHLDB1SNVMissense_Mutationrs782206998c.236N>Ap.Gly79Aspp.G79DQ86UU1protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AN-A0XS-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
PHLDB1SNVMissense_Mutationc.743A>Gp.Tyr248Cysp.Y248CQ86UU1protein_codingdeleterious(0)probably_damaging(0.995)TCGA-B6-A0WX-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
PHLDB1SNVMissense_Mutationrs782211405c.346N>Ap.Leu116Ilep.L116IQ86UU1protein_codingdeleterious(0)probably_damaging(0.987)TCGA-BH-A0BF-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PHLDB1SNVMissense_Mutationc.997N>Ap.Asp333Asnp.D333NQ86UU1protein_codingtolerated(0.11)benign(0.379)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
PHLDB1SNVMissense_Mutationc.1304N>Tp.Thr435Ilep.T435IQ86UU1protein_codingdeleterious(0.02)benign(0.021)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
PHLDB1SNVMissense_Mutationc.1044N>Tp.Glu348Aspp.E348DQ86UU1protein_codingtolerated(0.14)benign(0.253)TCGA-C8-A134-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
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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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