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: RSBN1L

Gene summary for RSBN1L

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RSBN1L

Gene ID

222194

Gene nameround spermatid basic protein 1 like
Gene AliasRSBN1L
Cytomap7q11.23
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q6PCB5


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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
222194RSBN1LLZE2DHumanEsophagusHGIN1.28e-022.34e-010.0642
222194RSBN1LLZE2THumanEsophagusESCC3.77e-056.56e-010.082
222194RSBN1LLZE3DHumanEsophagusHGIN8.67e-048.71e-010.0668
222194RSBN1LLZE4THumanEsophagusESCC2.29e-164.82e-010.0811
222194RSBN1LLZE7THumanEsophagusESCC7.55e-179.59e-010.0667
222194RSBN1LLZE8THumanEsophagusESCC9.21e-042.53e-010.067
222194RSBN1LLZE20THumanEsophagusESCC1.53e-143.86e-010.0662
222194RSBN1LLZE22D1HumanEsophagusHGIN1.01e-104.21e-010.0595
222194RSBN1LLZE22THumanEsophagusESCC2.45e-106.75e-010.068
222194RSBN1LLZE24THumanEsophagusESCC5.64e-215.75e-010.0596
222194RSBN1LLZE22D3HumanEsophagusHGIN3.47e-045.17e-010.0653
222194RSBN1LLZE21THumanEsophagusESCC2.86e-116.24e-010.0655
222194RSBN1LLZE6THumanEsophagusESCC2.37e-082.52e-010.0845
222194RSBN1LP1T-EHumanEsophagusESCC1.15e-221.13e+000.0875
222194RSBN1LP2T-EHumanEsophagusESCC1.13e-519.26e-010.1177
222194RSBN1LP4T-EHumanEsophagusESCC1.96e-411.01e+000.1323
222194RSBN1LP5T-EHumanEsophagusESCC1.14e-335.66e-010.1327
222194RSBN1LP8T-EHumanEsophagusESCC1.25e-357.34e-010.0889
222194RSBN1LP9T-EHumanEsophagusESCC8.18e-399.43e-010.1131
222194RSBN1LP10T-EHumanEsophagusESCC6.77e-671.16e+000.116
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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
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
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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
RSBN1LSNVMissense_Mutationrs202084915c.1294T>Gp.Leu432Valp.L432VQ6PCB5protein_codingdeleterious(0.02)possibly_damaging(0.607)TCGA-A2-A0CQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
RSBN1LSNVMissense_Mutationrs202084915c.1294T>Gp.Leu432Valp.L432VQ6PCB5protein_codingdeleterious(0.02)possibly_damaging(0.607)TCGA-A2-A0CV-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
RSBN1LSNVMissense_Mutationrs202084915c.1294N>Gp.Leu432Valp.L432VQ6PCB5protein_codingdeleterious(0.02)possibly_damaging(0.607)TCGA-A8-A097-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
RSBN1LSNVMissense_Mutationrs778847628c.1742G>Ap.Arg581Glnp.R581QQ6PCB5protein_codingdeleterious(0.02)probably_damaging(0.987)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RSBN1LSNVMissense_Mutationnovelc.1865G>Ap.Arg622Glnp.R622QQ6PCB5protein_codingdeleterious(0)probably_damaging(0.977)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RSBN1LSNVMissense_Mutationrs202084915c.1294N>Gp.Leu432Valp.L432VQ6PCB5protein_codingdeleterious(0.02)possibly_damaging(0.607)TCGA-AO-A0J6-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
RSBN1LSNVMissense_Mutationrs202084915c.1294N>Gp.Leu432Valp.L432VQ6PCB5protein_codingdeleterious(0.02)possibly_damaging(0.607)TCGA-AR-A0TZ-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificDoxorubicinPD
RSBN1LSNVMissense_Mutationrs202084915c.1294N>Gp.Leu432Valp.L432VQ6PCB5protein_codingdeleterious(0.02)possibly_damaging(0.607)TCGA-B6-A0IN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
RSBN1LSNVMissense_Mutationrs202084915c.1294N>Gp.Leu432Valp.L432VQ6PCB5protein_codingdeleterious(0.02)possibly_damaging(0.607)TCGA-B6-A0WS-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
RSBN1LSNVMissense_Mutationrs202084915c.1294T>Gp.Leu432Valp.L432VQ6PCB5protein_codingdeleterious(0.02)possibly_damaging(0.607)TCGA-BH-A0B7-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
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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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