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: HSBP1L1

Gene summary for HSBP1L1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HSBP1L1

Gene ID

440498

Gene nameheat shock factor binding protein 1 like 1
Gene AliasHSBP1L1
Cytomap18q23
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

C9JCN9


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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
440498HSBP1L1P40T-EHumanEsophagusESCC1.37e-152.67e-010.109
440498HSBP1L1P42T-EHumanEsophagusESCC3.16e-111.95e-010.1175
440498HSBP1L1P47T-EHumanEsophagusESCC9.57e-164.01e-010.1067
440498HSBP1L1P48T-EHumanEsophagusESCC5.87e-203.32e-010.0959
440498HSBP1L1P49T-EHumanEsophagusESCC1.11e-034.72e-010.1768
440498HSBP1L1P52T-EHumanEsophagusESCC1.83e-184.29e-010.1555
440498HSBP1L1P54T-EHumanEsophagusESCC1.35e-205.58e-010.0975
440498HSBP1L1P56T-EHumanEsophagusESCC2.23e-037.83e-010.1613
440498HSBP1L1P57T-EHumanEsophagusESCC2.54e-223.89e-010.0926
440498HSBP1L1P61T-EHumanEsophagusESCC2.03e-171.57e-010.099
440498HSBP1L1P62T-EHumanEsophagusESCC2.45e-154.35e-010.1302
440498HSBP1L1P65T-EHumanEsophagusESCC9.72e-124.35e-010.0978
440498HSBP1L1P74T-EHumanEsophagusESCC4.76e-612.08e+000.1479
440498HSBP1L1P75T-EHumanEsophagusESCC8.18e-429.20e-010.1125
440498HSBP1L1P76T-EHumanEsophagusESCC1.94e-214.52e-010.1207
440498HSBP1L1P79T-EHumanEsophagusESCC7.95e-254.72e-010.1154
440498HSBP1L1P80T-EHumanEsophagusESCC6.11e-317.35e-010.155
440498HSBP1L1P82T-EHumanEsophagusESCC1.02e-141.18e+000.1072
440498HSBP1L1P83T-EHumanEsophagusESCC4.61e-144.91e-010.1738
440498HSBP1L1P84T-EHumanEsophagusESCC4.32e-081.22e+000.0933
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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:0034605ColorectumADcellular response to heat24/391869/187235.35e-033.52e-0224
GO:003460520EsophagusHGINcellular response to heat30/258769/187231.78e-091.35e-0730
GO:000940819EsophagusHGINresponse to heat34/2587110/187232.94e-061.01e-0434
GO:000926618EsophagusHGINresponse to temperature stimulus42/2587178/187232.91e-044.98e-0342
GO:0009408110EsophagusESCCresponse to heat77/8552110/187232.01e-073.11e-0677
GO:0034605111EsophagusESCCcellular response to heat52/855269/187234.87e-076.53e-0652
GO:000926619EsophagusESCCresponse to temperature stimulus106/8552178/187231.30e-048.84e-04106
GO:00346057LiverCirrhoticcellular response to heat35/463469/187232.90e-065.16e-0535
GO:00094087LiverCirrhoticresponse to heat49/4634110/187234.47e-067.42e-0549
GO:00092666LiverCirrhoticresponse to temperature stimulus63/4634178/187239.38e-046.66e-0363
GO:003460512LiverHCCcellular response to heat53/795869/187236.62e-091.70e-0753
GO:000940811LiverHCCresponse to heat76/7958110/187231.48e-083.58e-0776
GO:000926611LiverHCCresponse to temperature stimulus101/7958178/187238.55e-057.48e-04101
GO:003460519Oral cavityOSCCcellular response to heat51/730569/187234.00e-098.95e-0851
GO:000940817Oral cavityOSCCresponse to heat73/7305110/187235.56e-091.21e-0773
GO:000926616Oral cavityOSCCresponse to temperature stimulus98/7305178/187239.78e-061.03e-0498
GO:0034605110Oral cavityLPcellular response to heat37/462369/187232.35e-077.03e-0637
GO:000940818Oral cavityLPresponse to heat47/4623110/187232.48e-054.00e-0447
GO:000926617Oral cavityLPresponse to temperature stimulus65/4623178/187232.78e-042.88e-0365
GO:0009408111SkincSCCresponse to heat54/4864110/187231.61e-073.62e-0654
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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
HSBP1L1SNVMissense_Mutationc.88N>Gp.Gln30Glup.Q30EC9JCN9protein_codingtolerated(0.09)probably_damaging(0.989)TCGA-E2-A15S-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
HSBP1L1SNVMissense_Mutationrs143104176c.137N>Ap.Arg46Hisp.R46HC9JCN9protein_codingtolerated(0.05)benign(0.026)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
HSBP1L1SNVMissense_Mutationnovelc.210N>Cp.Gln70Hisp.Q70HC9JCN9protein_codingtolerated(0.07)benign(0)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
HSBP1L1SNVMissense_Mutationc.179N>Gp.Gln60Argp.Q60RC9JCN9protein_codingdeleterious(0.01)possibly_damaging(0.456)TCGA-CM-5861-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownPD
HSBP1L1SNVMissense_Mutationrs757201263c.136N>Tp.Arg46Cysp.R46CC9JCN9protein_codingdeleterious(0.02)possibly_damaging(0.871)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
HSBP1L1SNVMissense_Mutationnovelc.144N>Tp.Glu48Aspp.E48DC9JCN9protein_codingtolerated(1)benign(0.001)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HSBP1L1SNVMissense_Mutationnovelc.61C>Ap.Leu21Ilep.L21IC9JCN9protein_codingdeleterious(0.04)possibly_damaging(0.624)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
HSBP1L1SNVMissense_Mutationc.153N>Tp.Gln51Hisp.Q51HC9JCN9protein_codingdeleterious(0)probably_damaging(0.937)TCGA-BS-A0UF-01Endometriumuterine corpus endometrioid 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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