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: HIF1A-AS2

Gene summary for HIF1A-AS2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HIF1A-AS2

Gene ID

100750247

Gene nameHIF1A antisense RNA 2
Gene Alias3'aHIF-1A
Cytomap14q23.2
Gene TypencRNA
GO ID

GO:0001503

UniProtAcc

NA


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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
100750247HIF1A-AS2P4T-EHumanEsophagusESCC2.20e-021.09e-010.1323
100750247HIF1A-AS2P5T-EHumanEsophagusESCC8.40e-049.69e-020.1327
100750247HIF1A-AS2P8T-EHumanEsophagusESCC1.78e-039.69e-020.0889
100750247HIF1A-AS2P10T-EHumanEsophagusESCC8.40e-041.00e-010.116
100750247HIF1A-AS2P11T-EHumanEsophagusESCC9.07e-042.94e-010.1426
100750247HIF1A-AS2P15T-EHumanEsophagusESCC6.21e-153.61e-010.1149
100750247HIF1A-AS2P23T-EHumanEsophagusESCC1.31e-041.63e-010.108
100750247HIF1A-AS2P26T-EHumanEsophagusESCC3.97e-041.19e-010.1276
100750247HIF1A-AS2P39T-EHumanEsophagusESCC3.75e-031.52e-010.0894
100750247HIF1A-AS2P49T-EHumanEsophagusESCC1.65e-106.23e-010.1768
100750247HIF1A-AS2P54T-EHumanEsophagusESCC3.86e-092.49e-010.0975
100750247HIF1A-AS2P61T-EHumanEsophagusESCC1.59e-041.33e-010.099
100750247HIF1A-AS2P74T-EHumanEsophagusESCC3.81e-052.48e-010.1479
100750247HIF1A-AS2P75T-EHumanEsophagusESCC3.75e-031.50e-010.1125
100750247HIF1A-AS2P82T-EHumanEsophagusESCC4.14e-036.07e-010.1072
100750247HIF1A-AS2P84T-EHumanEsophagusESCC1.34e-046.55e-010.0933
100750247HIF1A-AS2P107T-EHumanEsophagusESCC6.90e-072.79e-010.171
100750247HIF1A-AS2P128T-EHumanEsophagusESCC3.42e-238.22e-010.1241
100750247HIF1A-AS2P130T-EHumanEsophagusESCC3.28e-143.92e-010.1676
100750247HIF1A-AS2ATC2HumanThyroidATC3.71e-057.72e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
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:000164918EsophagusESCCosteoblast differentiation140/8552229/187231.63e-061.95e-05140
GO:000150317EsophagusESCCossification232/8552408/187233.00e-063.40e-05232
GO:00609667EsophagusESCCregulation of gene silencing by RNA37/855253/187233.25e-041.92e-0337
GO:00601479EsophagusESCCregulation of posttranscriptional gene silencing36/855252/187235.05e-042.79e-0336
GO:006096410EsophagusESCCregulation of gene silencing by miRNA34/855249/187236.74e-043.56e-0334
GO:00456675EsophagusESCCregulation of osteoblast differentiation77/8552132/187232.28e-031.00e-0277
GO:00456695EsophagusESCCpositive regulation of osteoblast differentiation43/855269/187233.93e-031.59e-0243
GO:00609686EsophagusESCCregulation of gene silencing48/855281/187239.54e-033.30e-0248
GO:000150332ThyroidATCossification206/6293408/187239.23e-133.95e-11206
GO:000164932ThyroidATCosteoblast differentiation122/6293229/187236.04e-101.60e-08122
GO:004566721ThyroidATCregulation of osteoblast differentiation66/6293132/187237.03e-055.36e-0466
GO:006014717ThyroidATCregulation of posttranscriptional gene silencing31/629352/187231.06e-047.61e-0431
GO:006096616ThyroidATCregulation of gene silencing by RNA31/629353/187231.74e-041.19e-0331
GO:004566912ThyroidATCpositive regulation of osteoblast differentiation38/629369/187231.97e-041.31e-0338
GO:006096418ThyroidATCregulation of gene silencing by miRNA29/629349/187232.11e-041.39e-0329
GO:006096815ThyroidATCregulation of gene silencing38/629381/187238.77e-033.33e-0238
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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
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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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