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: ANKIB1

Gene summary for ANKIB1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ANKIB1

Gene ID

54467

Gene nameankyrin repeat and IBR domain containing 1
Gene AliasANKIB1
Cytomap7q21.2
Gene Typeprotein-coding
GO ID

GO:0000209

UniProtAcc

Q9P2G1


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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
54467ANKIB1CCI_1HumanCervixCC5.83e-046.78e-010.528
54467ANKIB1CCI_2HumanCervixCC1.11e-089.81e-010.5249
54467ANKIB1CCI_3HumanCervixCC9.73e-139.70e-010.516
54467ANKIB1HTA11_3410_2000001011HumanColorectumAD1.33e-09-4.24e-010.0155
54467ANKIB1HTA11_3361_2000001011HumanColorectumAD3.17e-06-6.09e-01-0.1207
54467ANKIB1HTA11_866_2000001011HumanColorectumAD3.63e-02-2.22e-01-0.1001
54467ANKIB1HTA11_5212_2000001011HumanColorectumAD1.46e-04-6.06e-01-0.2061
54467ANKIB1HTA11_5216_2000001011HumanColorectumSER7.39e-04-7.97e-01-0.1462
54467ANKIB1HTA11_99999970781_79442HumanColorectumMSS9.71e-05-1.70e-010.294
54467ANKIB1HTA11_99999965104_69814HumanColorectumMSS5.54e-046.00e-010.281
54467ANKIB1HTA11_99999974143_84620HumanColorectumMSS1.16e-08-4.14e-010.3005
54467ANKIB1F007HumanColorectumFAP4.17e-02-2.33e-010.1176
54467ANKIB1A001-C-207HumanColorectumFAP4.18e-06-2.85e-010.1278
54467ANKIB1A015-C-203HumanColorectumFAP1.37e-25-4.02e-01-0.1294
54467ANKIB1A015-C-204HumanColorectumFAP6.81e-10-4.28e-01-0.0228
54467ANKIB1A014-C-040HumanColorectumFAP2.59e-07-5.67e-01-0.1184
54467ANKIB1A002-C-201HumanColorectumFAP3.91e-17-3.73e-010.0324
54467ANKIB1A001-C-119HumanColorectumFAP2.24e-06-3.58e-01-0.1557
54467ANKIB1A001-C-108HumanColorectumFAP1.97e-13-2.88e-01-0.0272
54467ANKIB1A002-C-205HumanColorectumFAP1.43e-25-4.73e-01-0.1236
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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
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
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
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:000020918SkinAKprotein polyubiquitination41/1910236/187234.78e-044.44e-0341
GO:001049828SkincSCCproteasomal protein catabolic process243/4864490/187237.85e-304.10e-27243
GO:004217629SkincSCCregulation of protein catabolic process198/4864391/187236.03e-261.89e-23198
GO:004316128SkincSCCproteasome-mediated ubiquitin-dependent protein catabolic process205/4864412/187231.46e-254.16e-23205
GO:190336229SkincSCCregulation of cellular protein catabolic process139/4864255/187232.06e-224.17e-20139
GO:190305029SkincSCCregulation of proteolysis involved in cellular protein catabolic process121/4864221/187236.75e-201.01e-17121
GO:006113629SkincSCCregulation of proteasomal protein catabolic process106/4864187/187234.31e-195.87e-17106
GO:003243429SkincSCCregulation of proteasomal ubiquitin-dependent protein catabolic process80/4864134/187231.54e-161.49e-1480
GO:200005829SkincSCCregulation of ubiquitin-dependent protein catabolic process92/4864164/187232.30e-162.12e-1492
GO:004586229SkincSCCpositive regulation of proteolysis169/4864372/187232.43e-162.21e-14169
GO:000989628SkincSCCpositive regulation of catabolic process206/4864492/187236.06e-154.64e-13206
GO:190336429SkincSCCpositive regulation of cellular protein catabolic process85/4864155/187231.87e-141.31e-1285
GO:003133128SkincSCCpositive regulation of cellular catabolic process182/4864427/187233.29e-142.22e-12182
GO:004573229SkincSCCpositive regulation of protein catabolic process112/4864231/187231.37e-138.40e-12112
GO:190180025SkincSCCpositive regulation of proteasomal protein catabolic process66/4864114/187235.18e-133.01e-1166
GO:190305225SkincSCCpositive regulation of proteolysis involved in cellular protein catabolic process72/4864133/187234.24e-122.27e-1072
GO:003243625SkincSCCpositive regulation of proteasomal ubiquitin-dependent protein catabolic process53/486490/187234.06e-111.96e-0953
GO:200006027SkincSCCpositive regulation of ubiquitin-dependent protein catabolic process58/4864107/187234.70e-101.90e-0858
GO:000020924SkincSCCprotein polyubiquitination103/4864236/187232.57e-099.09e-08103
GO:0010498113ThyroidPTCproteasomal protein catabolic process297/5968490/187234.58e-409.63e-37297
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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
ANKIB1SNVMissense_Mutationnovelc.898N>Tp.Asp300Tyrp.D300YQ9P2G1protein_codingdeleterious(0)probably_damaging(0.921)TCGA-A2-A25A-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificCytoxanSD
ANKIB1SNVMissense_Mutationnovelc.2602N>Tp.Gly868Trpp.G868WQ9P2G1protein_codingdeleterious_low_confidence(0)probably_damaging(0.936)TCGA-A7-A0DB-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
ANKIB1SNVMissense_Mutationnovelc.733N>Tp.Ala245Serp.A245SQ9P2G1protein_codingtolerated(0.35)possibly_damaging(0.473)TCGA-A7-A3J1-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyanastrazoleSD
ANKIB1SNVMissense_Mutationc.1879N>Cp.Glu627Glnp.E627QQ9P2G1protein_codingtolerated(0.23)benign(0.387)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
ANKIB1SNVMissense_Mutationrs191723687c.613N>Tp.Arg205Trpp.R205WQ9P2G1protein_codingdeleterious(0.02)possibly_damaging(0.862)TCGA-D8-A1Y1-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenPD
ANKIB1SNVMissense_Mutationnovelc.798N>Tp.Arg266Serp.R266SQ9P2G1protein_codingtolerated(0.08)probably_damaging(0.917)TCGA-EW-A1P7-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinPD
ANKIB1SNVMissense_Mutationrs748508968c.460N>Tp.Ala154Serp.A154SQ9P2G1protein_codingtolerated(0.06)possibly_damaging(0.578)TCGA-EW-A1PD-01Breastbreast invasive carcinomaMale<65I/IIChemotherapydocetaxelSD
ANKIB1SNVMissense_Mutationnovelc.2888N>Gp.Pro963Argp.P963RQ9P2G1protein_codingdeleterious_low_confidence(0.02)benign(0.1)TCGA-LL-A5YP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
ANKIB1insertionFrame_Shift_Insnovelc.2972_2973insGCTTTCCTATTTCTTCCTTCCATTCTp.Thr992LeufsTer9p.T992Lfs*9Q9P2G1protein_codingTCGA-A8-A09E-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
ANKIB1insertionFrame_Shift_Insrs201434379c.429_430insAp.Asn146LysfsTer29p.N146Kfs*29Q9P2G1protein_codingTCGA-AN-A0AK-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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