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: MAP7D3

Gene summary for MAP7D3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MAP7D3

Gene ID

79649

Gene nameMAP7 domain containing 3
Gene AliasMDP3
CytomapXq26.3
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

Q8IWC1


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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
79649MAP7D3LZE4THumanEsophagusESCC1.63e-102.44e-010.0811
79649MAP7D3LZE7THumanEsophagusESCC1.67e-022.30e-010.0667
79649MAP7D3LZE24THumanEsophagusESCC7.57e-152.36e-010.0596
79649MAP7D3P1T-EHumanEsophagusESCC3.21e-031.67e-010.0875
79649MAP7D3P2T-EHumanEsophagusESCC3.18e-173.00e-010.1177
79649MAP7D3P4T-EHumanEsophagusESCC3.68e-121.99e-010.1323
79649MAP7D3P5T-EHumanEsophagusESCC9.09e-142.52e-010.1327
79649MAP7D3P8T-EHumanEsophagusESCC3.10e-111.39e-010.0889
79649MAP7D3P9T-EHumanEsophagusESCC4.01e-174.59e-010.1131
79649MAP7D3P10T-EHumanEsophagusESCC6.66e-335.63e-010.116
79649MAP7D3P11T-EHumanEsophagusESCC1.89e-022.16e-010.1426
79649MAP7D3P12T-EHumanEsophagusESCC1.20e-122.99e-010.1122
79649MAP7D3P15T-EHumanEsophagusESCC2.61e-091.78e-010.1149
79649MAP7D3P16T-EHumanEsophagusESCC1.24e-181.09e-010.1153
79649MAP7D3P17T-EHumanEsophagusESCC1.49e-022.33e-010.1278
79649MAP7D3P20T-EHumanEsophagusESCC2.61e-101.72e-010.1124
79649MAP7D3P21T-EHumanEsophagusESCC1.11e-193.85e-010.1617
79649MAP7D3P22T-EHumanEsophagusESCC2.08e-172.55e-010.1236
79649MAP7D3P23T-EHumanEsophagusESCC3.04e-093.27e-010.108
79649MAP7D3P24T-EHumanEsophagusESCC2.42e-162.46e-010.1287
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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
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
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:0051258111EsophagusESCCprotein polymerization183/8552297/187231.94e-083.75e-07183
GO:00311094EsophagusESCCmicrotubule polymerization or depolymerization77/8552122/187237.60e-055.68e-0477
GO:00467856EsophagusESCCmicrotubule polymerization55/855283/187231.21e-048.31e-0455
GO:005125822LiverHCCprotein polymerization182/7958297/187234.17e-111.58e-09182
GO:0046785LiverHCCmicrotubule polymerization51/795883/187233.82e-042.61e-0351
GO:0031109LiverHCCmicrotubule polymerization or depolymerization68/7958122/187232.14e-031.08e-0268
GO:005125820Oral cavityOSCCprotein polymerization169/7305297/187232.57e-107.17e-09169
GO:00467855Oral cavityOSCCmicrotubule polymerization53/730583/187233.96e-064.65e-0553
GO:00311093Oral cavityOSCCmicrotubule polymerization or depolymerization68/7305122/187231.29e-049.21e-0468
GO:005125833Oral cavityNEOLPprotein polymerization67/2005297/187232.27e-091.40e-0767
GO:004678531Oral cavityNEOLPmicrotubule polymerization22/200583/187234.31e-056.10e-0422
GO:00311092Oral cavityNEOLPmicrotubule polymerization or depolymerization26/2005122/187234.52e-044.06e-0326
GO:0051258113ThyroidPTCprotein polymerization154/5968297/187235.35e-132.66e-11154
GO:00467858ThyroidPTCmicrotubule polymerization43/596883/187231.26e-049.98e-0443
GO:00311096ThyroidPTCmicrotubule polymerization or depolymerization57/5968122/187234.19e-042.81e-0357
GO:005125829ThyroidATCprotein polymerization159/6293297/187239.33e-133.96e-11159
GO:004678514ThyroidATCmicrotubule polymerization45/629383/187238.75e-056.51e-0445
GO:003110912ThyroidATCmicrotubule polymerization or depolymerization61/6293122/187231.30e-049.15e-0461
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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
MAP7D3SNVMissense_Mutationnovelc.1858G>Ap.Glu620Lysp.E620KQ8IWC1protein_codingtolerated(0.07)probably_damaging(0.996)TCGA-BH-A0DZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
MAP7D3SNVMissense_Mutationc.1953A>Tp.Lys651Asnp.K651NQ8IWC1protein_codingdeleterious(0.02)probably_damaging(0.958)TCGA-E2-A10C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
MAP7D3SNVMissense_Mutationnovelc.1605N>Cp.Gln535Hisp.Q535HQ8IWC1protein_codingtolerated(0.13)benign(0.001)TCGA-E9-A5FK-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideCR
MAP7D3SNVMissense_Mutationrs371634445c.1819C>Tp.Arg607Cysp.R607CQ8IWC1protein_codingdeleterious(0)probably_damaging(0.989)TCGA-EW-A2FW-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyexemestaneSD
MAP7D3SNVMissense_Mutationnovelc.1868G>Tp.Arg623Leup.R623LQ8IWC1protein_codingdeleterious(0.03)possibly_damaging(0.6)TCGA-S3-AA17-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyanastrozoleSD
MAP7D3insertionFrame_Shift_Insnovelc.809_810insCCTGGAAGCACCCCCGGAAGTGAGTCTGGAAp.Arg270SerfsTer73p.R270Sfs*73Q8IWC1protein_codingTCGA-A2-A04V-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanPD
MAP7D3insertionFrame_Shift_Insnovelc.498_499insAAp.Gly167LysfsTer31p.G167Kfs*31Q8IWC1protein_codingTCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
MAP7D3insertionFrame_Shift_Insnovelc.497_498insTATTTGTTGCTTTTTGTTTCATACCAAACCATTCCTTTACAp.Trp166CysfsTer45p.W166Cfs*45Q8IWC1protein_codingTCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
MAP7D3insertionNonsense_Mutationnovelc.860_861insTCAGGATTTGATCTCTCAGCACCAGAGTGGTATATAAGAACAGATCp.Glu288GlnfsTer12p.E288Qfs*12Q8IWC1protein_codingTCGA-BH-A0BM-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
MAP7D3insertionNonsense_Mutationnovelc.790_791insATTGCTATTTTGCCTGTTACGTGCATTCTTAATACCCATGp.Cys264TyrfsTer11p.C264Yfs*11Q8IWC1protein_codingTCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
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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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