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: HCLS1

Gene summary for HCLS1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HCLS1

Gene ID

3059

Gene namehematopoietic cell-specific Lyn substrate 1
Gene AliasCTTNL
Cytomap3q13.33
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

P14317


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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
3059HCLS1LZE2DHumanEsophagusHGIN8.75e-035.55e-010.0642
3059HCLS1LZE4THumanEsophagusESCC4.80e-073.15e-010.0811
3059HCLS1LZE5THumanEsophagusESCC4.96e-053.33e-010.0514
3059HCLS1LZE7THumanEsophagusESCC5.99e-085.06e-010.0667
3059HCLS1LZE22D1HumanEsophagusHGIN9.40e-042.26e-010.0595
3059HCLS1LZE22THumanEsophagusESCC9.86e-053.85e-010.068
3059HCLS1LZE24THumanEsophagusESCC1.95e-021.13e-010.0596
3059HCLS1LZE6THumanEsophagusESCC8.68e-156.67e-010.0845
3059HCLS1P1T-EHumanEsophagusESCC5.07e-055.41e-010.0875
3059HCLS1P8T-EHumanEsophagusESCC3.32e-611.06e+000.0889
3059HCLS1P15T-EHumanEsophagusESCC6.11e-276.88e-010.1149
3059HCLS1P23T-EHumanEsophagusESCC1.07e-288.90e-010.108
3059HCLS1P28T-EHumanEsophagusESCC3.87e-032.09e-010.1149
3059HCLS1P47T-EHumanEsophagusESCC3.86e-174.29e-010.1067
3059HCLS1P61T-EHumanEsophagusESCC2.24e-349.22e-010.099
3059HCLS1P65T-EHumanEsophagusESCC7.25e-031.40e-010.0978
3059HCLS1P74T-EHumanEsophagusESCC1.25e-021.80e-010.1479
3059HCLS1P76T-EHumanEsophagusESCC1.72e-042.19e-010.1207
3059HCLS1P127T-EHumanEsophagusESCC2.66e-418.47e-010.0826
3059HCLS1P128T-EHumanEsophagusESCC3.39e-381.40e+000.1241
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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
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
GO:007259420EsophagusHGINestablishment of protein localization to organelle120/2587422/187231.73e-154.00e-13120
GO:003450417EsophagusHGINprotein localization to nucleus84/2587290/187231.06e-111.24e-0984
GO:000691319EsophagusHGINnucleocytoplasmic transport83/2587301/187232.14e-101.97e-0883
GO:005116919EsophagusHGINnuclear transport83/2587301/187232.14e-101.97e-0883
GO:190382926EsophagusHGINpositive regulation of cellular protein localization75/2587276/187233.19e-092.30e-0775
GO:004682219EsophagusHGINregulation of nucleocytoplasmic transport35/2587106/187233.69e-071.69e-0535
GO:190018216EsophagusHGINpositive regulation of protein localization to nucleus30/258787/187238.74e-073.59e-0530
GO:003238617EsophagusHGINregulation of intracellular transport79/2587337/187231.11e-064.36e-0579
GO:190018017EsophagusHGINregulation of protein localization to nucleus40/2587136/187231.69e-066.31e-0540
GO:003315720EsophagusHGINregulation of intracellular protein transport58/2587229/187232.29e-068.29e-0558
GO:004325427EsophagusHGINregulation of protein-containing complex assembly94/2587428/187232.39e-068.55e-0594
GO:004682416EsophagusHGINpositive regulation of nucleocytoplasmic transport23/258762/187233.94e-061.32e-0423
GO:190495120EsophagusHGINpositive regulation of establishment of protein localization73/2587319/187236.99e-062.14e-0473
GO:003238820EsophagusHGINpositive regulation of intracellular transport51/2587202/187231.00e-052.92e-0451
GO:003009927EsophagusHGINmyeloid cell differentiation83/2587381/187231.26e-053.52e-0483
GO:001703817EsophagusHGINprotein import51/2587206/187231.79e-054.86e-0451
GO:009031616EsophagusHGINpositive regulation of intracellular protein transport42/2587160/187232.18e-055.78e-0442
GO:005117010EsophagusHGINimport into nucleus41/2587159/187234.24e-051.04e-0341
GO:005125826EsophagusHGINprotein polymerization66/2587297/187234.96e-051.19e-0366
GO:005122220EsophagusHGINpositive regulation of protein transport67/2587303/187235.13e-051.22e-0367
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0513139EsophagusHGINShigellosis71/1383247/84654.89e-077.98e-066.34e-0671
hsa0510039EsophagusHGINBacterial invasion of epithelial cells30/138377/84651.49e-062.31e-051.84e-0530
hsa0513039EsophagusHGINPathogenic Escherichia coli infection54/1383197/84654.91e-056.15e-044.89e-0454
hsa0453039EsophagusHGINTight junction40/1383169/84658.18e-034.71e-023.74e-0240
hsa0520528EsophagusHGINProteoglycans in cancer47/1383205/84658.23e-034.71e-023.74e-0247
hsa05131114EsophagusHGINShigellosis71/1383247/84654.89e-077.98e-066.34e-0671
hsa05100114EsophagusHGINBacterial invasion of epithelial cells30/138377/84651.49e-062.31e-051.84e-0530
hsa05130115EsophagusHGINPathogenic Escherichia coli infection54/1383197/84654.91e-056.15e-044.89e-0454
hsa04530115EsophagusHGINTight junction40/1383169/84658.18e-034.71e-023.74e-0240
hsa05205112EsophagusHGINProteoglycans in cancer47/1383205/84658.23e-034.71e-023.74e-0247
hsa05131211EsophagusESCCShigellosis176/4205247/84652.27e-124.01e-112.05e-11176
hsa05130211EsophagusESCCPathogenic Escherichia coli infection142/4205197/84658.21e-111.06e-095.42e-10142
hsa0520529EsophagusESCCProteoglycans in cancer138/4205205/84651.79e-071.40e-067.15e-07138
hsa05100211EsophagusESCCBacterial invasion of epithelial cells59/420577/84651.05e-066.76e-063.46e-0659
hsa04530211EsophagusESCCTight junction105/4205169/84656.73e-042.23e-031.14e-03105
hsa05131310EsophagusESCCShigellosis176/4205247/84652.27e-124.01e-112.05e-11176
hsa05130310EsophagusESCCPathogenic Escherichia coli infection142/4205197/84658.21e-111.06e-095.42e-10142
hsa0520537EsophagusESCCProteoglycans in cancer138/4205205/84651.79e-071.40e-067.15e-07138
hsa05100310EsophagusESCCBacterial invasion of epithelial cells59/420577/84651.05e-066.76e-063.46e-0659
hsa04530310EsophagusESCCTight junction105/4205169/84656.73e-042.23e-031.14e-03105
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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
HCLS1M2MACEsophagusADJFUBP1,HEXB,FENDRR, etc.2.84e-01The 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.
HCLS1M2MACEsophagusESCCFUBP1,HEXB,FENDRR, etc.2.94e-01The 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.
∗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
HCLS1SNVMissense_Mutationnovelc.495N>Cp.Lys165Asnp.K165NP14317protein_codingdeleterious(0.01)possibly_damaging(0.88)TCGA-A1-A0SH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytcSD
HCLS1SNVMissense_Mutationrs202020296c.631N>Ap.Gly211Serp.G211SP14317protein_codingtolerated(0.13)possibly_damaging(0.596)TCGA-AC-A8OP-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HCLS1SNVMissense_Mutationc.304N>Cp.Glu102Glnp.E102QP14317protein_codingdeleterious(0)probably_damaging(0.949)TCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
HCLS1SNVMissense_Mutationc.158N>Cp.Asn53Thrp.N53TP14317protein_codingdeleterious(0)benign(0.283)TCGA-EK-A2RN-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
HCLS1SNVMissense_Mutationrs767550556c.553G>Ap.Glu185Lysp.E185KP14317protein_codingdeleterious(0.01)probably_damaging(0.917)TCGA-AA-3511-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
HCLS1SNVMissense_Mutationrs147125943c.1300N>Ap.Val434Metp.V434MP14317protein_codingdeleterious(0.05)possibly_damaging(0.622)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
HCLS1SNVMissense_Mutationrs770634522c.278N>Ap.Arg93Glnp.R93QP14317protein_codingdeleterious(0)probably_damaging(0.989)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
HCLS1SNVMissense_Mutationc.114N>Tp.Trp38Cysp.W38CP14317protein_codingdeleterious(0)benign(0.185)TCGA-AD-A5EJ-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
HCLS1SNVMissense_Mutationnovelc.824N>Ap.Ser275Asnp.S275NP14317protein_codingtolerated(0.55)benign(0.09)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
HCLS1SNVMissense_Mutationc.1415N>Ap.Gly472Aspp.G472DP14317protein_codingdeleterious(0)probably_damaging(1)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
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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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