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: TIMM29

Gene summary for TIMM29

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TIMM29

Gene ID

90580

Gene nametranslocase of inner mitochondrial membrane 29
Gene AliasC19orf52
Cytomap19p13.2
Gene Typeprotein-coding
GO ID

GO:0006605

UniProtAcc

Q9BSF4


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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
90580TIMM29male-WTAHumanThyroidPTC5.85e-061.48e-010.1037
90580TIMM29PTC01HumanThyroidPTC5.67e-051.39e-010.1899
90580TIMM29PTC04HumanThyroidPTC2.29e-021.09e-010.1927
90580TIMM29PTC05HumanThyroidPTC7.16e-144.03e-010.2065
90580TIMM29PTC06HumanThyroidPTC1.05e-183.99e-010.2057
90580TIMM29PTC07HumanThyroidPTC5.88e-092.42e-010.2044
90580TIMM29ATC12HumanThyroidATC2.77e-071.90e-010.34
90580TIMM29ATC13HumanThyroidATC2.80e-172.89e-010.34
90580TIMM29ATC2HumanThyroidATC3.34e-118.01e-010.34
90580TIMM29ATC4HumanThyroidATC6.40e-112.63e-010.34
90580TIMM29ATC5HumanThyroidATC2.80e-173.24e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:0072594112ThyroidPTCestablishment of protein localization to organelle244/5968422/187231.18e-284.97e-26244
GO:0006605113ThyroidPTCprotein targeting180/5968314/187236.81e-211.19e-18180
GO:000683928ThyroidPTCmitochondrial transport150/5968254/187232.76e-193.34e-17150
GO:0090150112ThyroidPTCestablishment of protein localization to membrane149/5968260/187231.64e-171.59e-15149
GO:0070585112ThyroidPTCprotein localization to mitochondrion83/5968125/187232.15e-151.56e-1383
GO:0072655112ThyroidPTCestablishment of protein localization to mitochondrion80/5968120/187234.87e-153.30e-1380
GO:0006626111ThyroidPTCprotein targeting to mitochondrion67/5968100/187235.55e-132.74e-1167
GO:000700624ThyroidPTCmitochondrial membrane organization68/5968116/187232.47e-096.88e-0868
GO:00512059ThyroidPTCprotein insertion into membrane35/596857/187234.20e-065.20e-0535
GO:009015120ThyroidPTCestablishment of protein localization to mitochondrial membrane21/596830/187232.04e-052.06e-0421
GO:00070078ThyroidPTCinner mitochondrial membrane organization24/596838/187237.14e-056.19e-0424
GO:005120417ThyroidPTCprotein insertion into mitochondrial membrane17/596825/187232.25e-041.64e-0317
GO:00450395ThyroidPTCprotein insertion into mitochondrial inner membrane9/596812/187232.72e-031.36e-029
GO:007259429ThyroidATCestablishment of protein localization to organelle247/6293422/187232.88e-261.40e-23247
GO:000660533ThyroidATCprotein targeting180/6293314/187233.54e-184.39e-16180
GO:000683929ThyroidATCmitochondrial transport151/6293254/187232.07e-172.14e-15151
GO:009015031ThyroidATCestablishment of protein localization to membrane150/6293260/187231.05e-157.96e-14150
GO:007058533ThyroidATCprotein localization to mitochondrion83/6293125/187236.24e-143.37e-1283
GO:007265533ThyroidATCestablishment of protein localization to mitochondrion80/6293120/187231.27e-136.46e-1280
GO:000662626ThyroidATCprotein targeting to mitochondrion67/6293100/187238.62e-123.21e-1067
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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
TIMM29SNVMissense_Mutationc.694N>Ap.Trp232Argp.W232RQ9BSF4protein_codingtolerated_low_confidence(0.24)benign(0.091)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
TIMM29SNVMissense_Mutationnovelc.425N>Tp.Ala142Valp.A142VQ9BSF4protein_codingtolerated(0.19)benign(0.003)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TIMM29SNVMissense_Mutationnovelc.779N>Tp.Arg260Ilep.R260IQ9BSF4protein_codingdeleterious_low_confidence(0)benign(0.007)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TIMM29SNVMissense_Mutationnovelc.84N>Tp.Trp28Cysp.W28CQ9BSF4protein_codingdeleterious(0)probably_damaging(0.937)TCGA-EY-A1H0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapytaxolSD
TIMM29SNVMissense_Mutationnovelc.512G>Tp.Arg171Leup.R171LQ9BSF4protein_codingdeleterious(0.01)possibly_damaging(0.565)TCGA-56-A5DR-01Lunglung squamous cell carcinomaMale>=65I/IIUnknownUnknownSD
TIMM29SNVMissense_Mutationc.556N>Tp.Asp186Tyrp.D186YQ9BSF4protein_codingdeleterious(0.01)benign(0.297)TCGA-DJ-A3V7-01Thyroidthyroid carcinomaFemale<65III/IVUnknownUnknownSD
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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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