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: DYNC2LI1

Gene summary for DYNC2LI1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

DYNC2LI1

Gene ID

51626

Gene namedynein cytoplasmic 2 light intermediate chain 1
Gene AliasCGI-60
Cytomap2p21
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q8TCX1


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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
51626DYNC2LI1LZE3DHumanEsophagusHGIN5.92e-035.11e-010.0668
51626DYNC2LI1LZE4THumanEsophagusESCC1.42e-051.48e-010.0811
51626DYNC2LI1LZE7THumanEsophagusESCC1.01e-043.25e-010.0667
51626DYNC2LI1LZE24THumanEsophagusESCC3.89e-113.35e-010.0596
51626DYNC2LI1LZE21THumanEsophagusESCC1.89e-021.79e-010.0655
51626DYNC2LI1P1T-EHumanEsophagusESCC4.07e-052.74e-010.0875
51626DYNC2LI1P2T-EHumanEsophagusESCC1.19e-376.92e-010.1177
51626DYNC2LI1P4T-EHumanEsophagusESCC2.19e-184.90e-010.1323
51626DYNC2LI1P5T-EHumanEsophagusESCC1.56e-193.74e-010.1327
51626DYNC2LI1P8T-EHumanEsophagusESCC7.64e-192.83e-010.0889
51626DYNC2LI1P9T-EHumanEsophagusESCC3.52e-071.60e-010.1131
51626DYNC2LI1P10T-EHumanEsophagusESCC2.74e-173.57e-010.116
51626DYNC2LI1P11T-EHumanEsophagusESCC1.97e-113.41e-010.1426
51626DYNC2LI1P12T-EHumanEsophagusESCC9.41e-132.93e-010.1122
51626DYNC2LI1P15T-EHumanEsophagusESCC4.31e-101.94e-010.1149
51626DYNC2LI1P16T-EHumanEsophagusESCC2.64e-255.00e-010.1153
51626DYNC2LI1P17T-EHumanEsophagusESCC1.90e-031.95e-010.1278
51626DYNC2LI1P20T-EHumanEsophagusESCC1.14e-082.28e-010.1124
51626DYNC2LI1P21T-EHumanEsophagusESCC4.08e-163.07e-010.1617
51626DYNC2LI1P22T-EHumanEsophagusESCC2.04e-336.16e-010.1236
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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
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
∗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:003070518EsophagusESCCcytoskeleton-dependent intracellular transport133/8552195/187231.48e-104.27e-09133
GO:001097013EsophagusESCCtransport along microtubule107/8552155/187233.17e-096.80e-08107
GO:003150314EsophagusESCCprotein-containing complex localization139/8552220/187231.14e-071.85e-06139
GO:190211514EsophagusESCCregulation of organelle assembly116/8552186/187233.15e-063.53e-05116
GO:00991114EsophagusESCCmicrotubule-based transport115/8552190/187232.54e-052.15e-04115
GO:006049118EsophagusESCCregulation of cell projection assembly110/8552188/187232.60e-041.58e-03110
GO:012003218EsophagusESCCregulation of plasma membrane bounded cell projection assembly108/8552186/187234.37e-042.46e-03108
GO:19021155Oral cavityOSCCregulation of organelle assembly109/7305186/187234.54e-088.45e-07109
GO:003070510Oral cavityOSCCcytoskeleton-dependent intracellular transport113/7305195/187236.03e-081.09e-06113
GO:00315034Oral cavityOSCCprotein-containing complex localization123/7305220/187232.54e-074.00e-06123
GO:00109706Oral cavityOSCCtransport along microtubule88/7305155/187235.35e-066.02e-0588
GO:006049110Oral cavityOSCCregulation of cell projection assembly100/7305188/187235.27e-054.38e-04100
GO:012003216Oral cavityOSCCregulation of plasma membrane bounded cell projection assembly98/7305186/187231.00e-047.54e-0498
GO:00991113Oral cavityOSCCmicrotubule-based transport96/7305190/187237.92e-044.27e-0396
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05132211EsophagusESCCSalmonella infection191/4205249/84656.51e-195.45e-172.79e-17191
hsa0496223EsophagusESCCVasopressin-regulated water reabsorption33/420544/84655.27e-041.78e-039.13e-0433
hsa05132310EsophagusESCCSalmonella infection191/4205249/84656.51e-195.45e-172.79e-17191
hsa0496233EsophagusESCCVasopressin-regulated water reabsorption33/420544/84655.27e-041.78e-039.13e-0433
hsa0513230Oral cavityOSCCSalmonella infection174/3704249/84652.67e-171.49e-157.58e-16174
hsa049626Oral cavityOSCCVasopressin-regulated water reabsorption29/370444/84652.47e-036.52e-033.32e-0329
hsa05132114Oral cavityOSCCSalmonella infection174/3704249/84652.67e-171.49e-157.58e-16174
hsa0496213Oral cavityOSCCVasopressin-regulated water reabsorption29/370444/84652.47e-036.52e-033.32e-0329
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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
DYNC2LI1SNVMissense_Mutationnovelc.657N>Tp.Met219Ilep.M219IQ8TCX1protein_codingtolerated(0.92)benign(0.003)TCGA-A2-A3Y0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
DYNC2LI1SNVMissense_Mutationnovelc.980N>Ap.Arg327Lysp.R327KQ8TCX1protein_codingdeleterious(0.04)possibly_damaging(0.791)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
DYNC2LI1SNVMissense_Mutationnovelc.506N>Tp.Pro169Leup.P169LQ8TCX1protein_codingdeleterious(0.04)probably_damaging(0.992)TCGA-S3-AA11-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyletrozoleCR
DYNC2LI1SNVMissense_Mutationnovelc.436G>Cp.Gly146Argp.G146RQ8TCX1protein_codingtolerated(0.41)benign(0.015)TCGA-ZJ-AB0I-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
DYNC2LI1SNVMissense_Mutationc.373N>Gp.Pro125Alap.P125AQ8TCX1protein_codingtolerated(0.51)benign(0.012)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
DYNC2LI1SNVMissense_Mutationnovelc.514C>Tp.His172Tyrp.H172YQ8TCX1protein_codingtolerated(0.6)benign(0)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
DYNC2LI1SNVMissense_Mutationc.1013N>Cp.Lys338Thrp.K338TQ8TCX1protein_codingdeleterious(0)possibly_damaging(0.793)TCGA-AA-3956-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
DYNC2LI1SNVMissense_Mutationc.388C>Ap.Leu130Ilep.L130IQ8TCX1protein_codingdeleterious(0.01)probably_damaging(0.995)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
DYNC2LI1SNVMissense_Mutationc.582N>Gp.Asp194Glup.D194EQ8TCX1protein_codingtolerated(0.6)benign(0.02)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
DYNC2LI1SNVMissense_Mutationc.791N>Ap.Ser264Tyrp.S264YQ8TCX1protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
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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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