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: C16orf72

Gene summary for C16ORF72

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

C16orf72

Gene ID

29035

Gene namechromosome 16 open reading frame 72
Gene AliasPRO0149
Cytomap16p13.2
Gene Typeprotein-coding
GO ID

GO:0003674

UniProtAcc

Q14CZ0


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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
29035C16orf72LZE4THumanEsophagusESCC1.82e-02-1.07e-010.0811
29035C16orf72LZE7THumanEsophagusESCC3.00e-081.17e-020.0667
29035C16orf72LZE8THumanEsophagusESCC4.26e-066.63e-020.067
29035C16orf72LZE20THumanEsophagusESCC3.60e-07-1.20e-010.0662
29035C16orf72LZE22THumanEsophagusESCC4.31e-05-5.91e-020.068
29035C16orf72LZE24THumanEsophagusESCC4.63e-11-7.36e-020.0596
29035C16orf72LZE6THumanEsophagusESCC5.87e-04-1.51e-010.0845
29035C16orf72P2T-EHumanEsophagusESCC3.41e-192.13e-010.1177
29035C16orf72P4T-EHumanEsophagusESCC1.06e-171.95e-010.1323
29035C16orf72P5T-EHumanEsophagusESCC6.86e-186.68e-020.1327
29035C16orf72P8T-EHumanEsophagusESCC8.55e-153.48e-010.0889
29035C16orf72P9T-EHumanEsophagusESCC3.56e-15-1.88e-020.1131
29035C16orf72P10T-EHumanEsophagusESCC3.81e-161.53e-020.116
29035C16orf72P12T-EHumanEsophagusESCC6.38e-214.38e-010.1122
29035C16orf72P15T-EHumanEsophagusESCC4.48e-143.51e-010.1149
29035C16orf72P16T-EHumanEsophagusESCC7.65e-155.26e-020.1153
29035C16orf72P17T-EHumanEsophagusESCC1.16e-041.17e-010.1278
29035C16orf72P19T-EHumanEsophagusESCC1.13e-02-1.22e-010.1662
29035C16orf72P20T-EHumanEsophagusESCC1.34e-13-3.71e-020.1124
29035C16orf72P21T-EHumanEsophagusESCC8.43e-211.38e-010.1617
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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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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
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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
C16orf72SNVMissense_Mutationnovelc.329G>Ap.Arg110Glnp.R110QQ14CZ0protein_codingdeleterious(0.01)possibly_damaging(0.82)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
C16orf72SNVMissense_Mutationnovelc.818G>Tp.Arg273Ilep.R273IQ14CZ0protein_codingdeleterious(0)probably_damaging(0.996)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
C16orf72SNVMissense_Mutationrs781070790c.811C>Tp.Arg271Cysp.R271CQ14CZ0protein_codingdeleterious(0)probably_damaging(0.997)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
C16orf72SNVMissense_Mutationc.671G>Ap.Arg224Glnp.R224QQ14CZ0protein_codingdeleterious(0.02)benign(0.009)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
C16orf72SNVMissense_Mutationnovelc.368N>Ap.Arg123Hisp.R123HQ14CZ0protein_codingdeleterious(0)probably_damaging(0.938)TCGA-AA-3833-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
C16orf72SNVMissense_Mutationnovelc.697N>Ap.Asp233Asnp.D233NQ14CZ0protein_codingtolerated(0.08)probably_damaging(0.996)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
C16orf72SNVMissense_Mutationc.415C>Tp.Arg139Cysp.R139CQ14CZ0protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
C16orf72SNVMissense_Mutationc.599T>Cp.Met200Thrp.M200TQ14CZ0protein_codingdeleterious(0.01)probably_damaging(0.946)TCGA-F4-6703-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
C16orf72SNVMissense_Mutationnovelc.697N>Ap.Asp233Asnp.D233NQ14CZ0protein_codingtolerated(0.08)probably_damaging(0.996)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
C16orf72SNVMissense_Mutationc.415N>Tp.Arg139Cysp.R139CQ14CZ0protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
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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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