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: ODF2L

Gene summary for ODF2L

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ODF2L

Gene ID

57489

Gene nameouter dense fiber of sperm tails 2 like
Gene AliasODF2L
Cytomap1p22.3
Gene Typeprotein-coding
GO ID

GO:0006996

UniProtAcc

Q9ULJ1


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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
57489ODF2LCA_HPV_1HumanCervixCC2.05e-02-1.66e-010.0264
57489ODF2LCCI_2HumanCervixCC1.56e-026.16e-010.5249
57489ODF2LCCI_3HumanCervixCC8.99e-035.39e-010.516
57489ODF2Lsample3HumanCervixCC3.52e-103.47e-010.1387
57489ODF2LH2HumanCervixHSIL_HPV4.16e-022.79e-010.0632
57489ODF2LT3HumanCervixCC3.37e-063.11e-010.1389
57489ODF2LLZE4THumanEsophagusESCC6.52e-092.20e-010.0811
57489ODF2LLZE5THumanEsophagusESCC4.49e-043.81e-010.0514
57489ODF2LLZE7THumanEsophagusESCC2.43e-148.77e-010.0667
57489ODF2LLZE8THumanEsophagusESCC6.10e-123.82e-010.067
57489ODF2LLZE20THumanEsophagusESCC1.76e-104.01e-010.0662
57489ODF2LLZE22D1HumanEsophagusHGIN2.80e-071.76e-010.0595
57489ODF2LLZE24THumanEsophagusESCC4.20e-237.73e-010.0596
57489ODF2LLZE6THumanEsophagusESCC2.31e-082.77e-010.0845
57489ODF2LP1T-EHumanEsophagusESCC4.45e-136.04e-010.0875
57489ODF2LP2T-EHumanEsophagusESCC2.77e-356.95e-010.1177
57489ODF2LP4T-EHumanEsophagusESCC4.20e-234.66e-010.1323
57489ODF2LP5T-EHumanEsophagusESCC3.97e-204.41e-010.1327
57489ODF2LP8T-EHumanEsophagusESCC2.62e-641.38e+000.0889
57489ODF2LP9T-EHumanEsophagusESCC1.95e-163.88e-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
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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:00106399CervixCCnegative regulation of organelle organization68/2311348/187237.40e-051.03e-0368
GO:19021153CervixCCregulation of organelle assembly40/2311186/187232.92e-043.15e-0340
GO:00313456CervixCCnegative regulation of cell projection organization39/2311186/187235.86e-045.57e-0339
GO:01200328CervixCCregulation of plasma membrane bounded cell projection assembly38/2311186/187231.14e-039.35e-0338
GO:00604917CervixCCregulation of cell projection assembly38/2311188/187231.40e-031.10e-0238
GO:001063920EsophagusHGINnegative regulation of organelle organization79/2587348/187234.12e-061.37e-0479
GO:19021156EsophagusHGINregulation of organelle assembly46/2587186/187234.63e-051.12e-0346
GO:19021162EsophagusHGINnegative regulation of organelle assembly13/258741/187232.62e-032.58e-0213
GO:006049117EsophagusHGINregulation of cell projection assembly39/2587188/187235.61e-034.57e-0239
GO:0010639110EsophagusESCCnegative regulation of organelle organization215/8552348/187238.20e-102.01e-08215
GO:190211514EsophagusESCCregulation of organelle assembly116/8552186/187233.15e-063.53e-05116
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:190211611EsophagusESCCnegative regulation of organelle assembly28/855241/187232.88e-031.21e-0228
GO:00106397LiverCirrhoticnegative regulation of organelle organization124/4634348/187233.20e-065.60e-05124
GO:1902115LiverCirrhoticregulation of organelle assembly66/4634186/187236.66e-045.04e-0366
GO:01200326LiverCirrhoticregulation of plasma membrane bounded cell projection assembly63/4634186/187233.16e-031.78e-0263
GO:00604915LiverCirrhoticregulation of cell projection assembly63/4634188/187234.17e-032.22e-0263
GO:001063912LiverHCCnegative regulation of organelle organization204/7958348/187237.67e-102.37e-08204
GO:19021151LiverHCCregulation of organelle assembly110/7958186/187233.30e-064.34e-05110
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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
ODF2LSNVMissense_Mutationc.377G>Cp.Gly126Alap.G126AQ9ULJ1protein_codingtolerated(0.22)benign(0.108)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ODF2LSNVMissense_Mutationc.241G>Cp.Glu81Glnp.E81QQ9ULJ1protein_codingtolerated(0.21)possibly_damaging(0.806)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ODF2LSNVMissense_Mutationc.773N>Tp.Gly258Valp.G258VQ9ULJ1protein_codingtolerated(0.08)possibly_damaging(0.745)TCGA-D8-A1XV-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ODF2LinsertionNonsense_Mutationnovelc.289_290insTATp.Glu97delinsValTerp.E97delinsV*Q9ULJ1protein_codingTCGA-AR-A0TU-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificDoxorubicinSD
ODF2LinsertionNonsense_Mutationnovelc.288_289insAATATATAGATATp.Glu97AsnfsTer3p.E97Nfs*3Q9ULJ1protein_codingTCGA-AR-A0TU-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificDoxorubicinSD
ODF2LSNVMissense_Mutationnovelc.1438N>Tp.His480Tyrp.H480YQ9ULJ1protein_codingdeleterious(0.03)benign(0.093)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ODF2LSNVMissense_Mutationc.1652T>Cp.Leu551Prop.L551PQ9ULJ1protein_codingdeleterious(0)probably_damaging(0.994)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ODF2LSNVMissense_Mutationnovelc.1454G>Tp.Ser485Ilep.S485IQ9ULJ1protein_codingdeleterious(0.02)benign(0.406)TCGA-AA-3941-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ODF2LSNVMissense_Mutationnovelc.11N>Ap.Ala4Aspp.A4DQ9ULJ1protein_codingdeleterious_low_confidence(0)benign(0.069)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ODF2LSNVMissense_Mutationrs759040783c.1342A>Cp.Asn448Hisp.N448HQ9ULJ1protein_codingtolerated(0.32)probably_damaging(0.946)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=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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