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: IFT172

Gene summary for IFT172

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IFT172

Gene ID

26160

Gene nameintraflagellar transport 172
Gene AliasBBS20
Cytomap2p23.3
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

Q9UG01


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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
26160IFT172LZE4THumanEsophagusESCC5.33e-031.17e-010.0811
26160IFT172LZE8THumanEsophagusESCC2.95e-059.23e-020.067
26160IFT172LZE24THumanEsophagusESCC1.70e-053.64e-010.0596
26160IFT172LZE21THumanEsophagusESCC2.89e-023.83e-010.0655
26160IFT172P2T-EHumanEsophagusESCC7.02e-122.38e-010.1177
26160IFT172P4T-EHumanEsophagusESCC7.39e-071.04e-010.1323
26160IFT172P5T-EHumanEsophagusESCC3.80e-06-9.32e-030.1327
26160IFT172P8T-EHumanEsophagusESCC7.48e-081.10e-010.0889
26160IFT172P9T-EHumanEsophagusESCC2.10e-113.49e-010.1131
26160IFT172P10T-EHumanEsophagusESCC1.20e-101.49e-010.116
26160IFT172P12T-EHumanEsophagusESCC8.23e-105.71e-020.1122
26160IFT172P15T-EHumanEsophagusESCC2.87e-143.76e-010.1149
26160IFT172P16T-EHumanEsophagusESCC3.52e-191.41e-010.1153
26160IFT172P17T-EHumanEsophagusESCC4.31e-022.14e-010.1278
26160IFT172P20T-EHumanEsophagusESCC2.89e-131.46e-010.1124
26160IFT172P21T-EHumanEsophagusESCC5.64e-121.35e-010.1617
26160IFT172P22T-EHumanEsophagusESCC6.87e-125.86e-020.1236
26160IFT172P23T-EHumanEsophagusESCC7.65e-123.08e-010.108
26160IFT172P24T-EHumanEsophagusESCC1.28e-161.18e-010.1287
26160IFT172P26T-EHumanEsophagusESCC2.79e-091.47e-010.1276
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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:005160418EsophagusESCCprotein maturation189/8552294/187237.64e-112.39e-09189
GO:003070518EsophagusESCCcytoskeleton-dependent intracellular transport133/8552195/187231.48e-104.27e-09133
GO:001097013EsophagusESCCtransport along microtubule107/8552155/187233.17e-096.80e-08107
GO:000184115EsophagusESCCneural tube formation75/8552102/187239.68e-091.95e-0775
GO:000184314EsophagusESCCneural tube closure66/855288/187231.98e-083.82e-0766
GO:001402014EsophagusESCCprimary neural tube formation69/855294/187234.22e-087.76e-0769
GO:006060614EsophagusESCCtube closure66/855289/187234.24e-087.76e-0766
GO:003150314EsophagusESCCprotein-containing complex localization139/8552220/187231.14e-071.85e-06139
GO:00219159EsophagusESCCneural tube development101/8552152/187231.78e-072.79e-06101
GO:00163316EsophagusESCCmorphogenesis of embryonic epithelium98/8552147/187232.12e-073.27e-0698
GO:000183814EsophagusESCCembryonic epithelial tube formation83/8552121/187232.78e-074.08e-0683
GO:000854410EsophagusESCCepidermis development193/8552324/187232.87e-074.19e-06193
GO:003514815EsophagusESCCtube formation96/8552148/187231.86e-062.16e-0596
GO:00721759EsophagusESCCepithelial tube formation86/8552132/187234.81e-065.10e-0586
GO:006056210EsophagusESCCepithelial tube morphogenesis187/8552325/187239.95e-069.44e-05187
GO:00072197EsophagusESCCNotch signaling pathway106/8552172/187231.74e-051.55e-04106
GO:001648514EsophagusESCCprotein processing134/8552225/187231.81e-051.60e-04134
GO:00991114EsophagusESCCmicrotubule-based transport115/8552190/187232.54e-052.15e-04115
GO:005067318EsophagusESCCepithelial cell proliferation238/8552437/187231.19e-048.20e-04238
GO:005067817EsophagusESCCregulation of epithelial cell proliferation206/8552381/187235.51e-043.02e-03206
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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
IFT172SNVMissense_Mutationc.3969N>Gp.Ile1323Metp.I1323MQ9UG01protein_codingtolerated(0.21)benign(0.045)TCGA-A8-A09G-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
IFT172SNVMissense_Mutationc.4117N>Cp.Glu1373Glnp.E1373QQ9UG01protein_codingtolerated(0.19)benign(0.158)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
IFT172SNVMissense_Mutationnovelc.1406N>Ap.Ala469Aspp.A469DQ9UG01protein_codingtolerated(0.12)benign(0.093)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IFT172SNVMissense_Mutationc.5247G>Tp.Gln1749Hisp.Q1749HQ9UG01protein_codingtolerated_low_confidence(0.37)benign(0.003)TCGA-BH-A0BQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
IFT172SNVMissense_Mutationrs146575848c.5005N>Ap.Ala1669Thrp.A1669TQ9UG01protein_codingtolerated(0.72)benign(0)TCGA-BH-A0E0-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
IFT172SNVMissense_Mutationrs763372262c.1037N>Ap.Arg346Glnp.R346QQ9UG01protein_codingtolerated(0.18)benign(0.246)TCGA-BH-A0E9-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
IFT172SNVMissense_Mutationc.448N>Cp.Gly150Argp.G150RQ9UG01protein_codingtolerated(0.06)possibly_damaging(0.595)TCGA-E2-A10C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
IFT172SNVMissense_Mutationnovelc.2662N>Ap.Glu888Lysp.E888KQ9UG01protein_codingtolerated(0.07)benign(0.133)TCGA-OL-A5DA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
IFT172SNVMissense_Mutationnovelc.394N>Ap.Glu132Lysp.E132KQ9UG01protein_codingdeleterious(0)possibly_damaging(0.493)TCGA-OL-A66L-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IFT172SNVMissense_Mutationnovelc.1212N>Tp.Glu404Aspp.E404DQ9UG01protein_codingtolerated(0.4)benign(0.009)TCGA-XX-A89A-01Breastbreast invasive carcinomaFemale>=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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