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: FHOD1

Gene summary for FHOD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FHOD1

Gene ID

29109

Gene nameformin homology 2 domain containing 1
Gene AliasFHOS
Cytomap16q22.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

A0A068F7M9


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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
29109FHOD1LZE24THumanEsophagusESCC8.16e-045.29e-020.0596
29109FHOD1P1T-EHumanEsophagusESCC3.08e-052.36e-010.0875
29109FHOD1P4T-EHumanEsophagusESCC1.31e-101.33e-010.1323
29109FHOD1P5T-EHumanEsophagusESCC1.48e-041.61e-010.1327
29109FHOD1P8T-EHumanEsophagusESCC1.67e-027.31e-020.0889
29109FHOD1P11T-EHumanEsophagusESCC3.94e-164.04e-010.1426
29109FHOD1P12T-EHumanEsophagusESCC6.79e-071.13e-010.1122
29109FHOD1P15T-EHumanEsophagusESCC9.61e-101.11e-010.1149
29109FHOD1P17T-EHumanEsophagusESCC1.93e-032.61e-010.1278
29109FHOD1P19T-EHumanEsophagusESCC1.02e-023.52e-010.1662
29109FHOD1P21T-EHumanEsophagusESCC1.07e-092.11e-010.1617
29109FHOD1P23T-EHumanEsophagusESCC3.63e-102.66e-010.108
29109FHOD1P24T-EHumanEsophagusESCC4.43e-051.74e-010.1287
29109FHOD1P27T-EHumanEsophagusESCC6.25e-121.04e-010.1055
29109FHOD1P28T-EHumanEsophagusESCC4.58e-091.81e-010.1149
29109FHOD1P30T-EHumanEsophagusESCC1.17e-091.78e-010.137
29109FHOD1P31T-EHumanEsophagusESCC2.91e-071.89e-010.1251
29109FHOD1P32T-EHumanEsophagusESCC3.87e-163.48e-010.1666
29109FHOD1P36T-EHumanEsophagusESCC2.35e-021.04e-010.1187
29109FHOD1P37T-EHumanEsophagusESCC3.96e-132.23e-010.1371
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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
∗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:005165617EsophagusESCCestablishment of organelle localization273/8552390/187239.13e-231.81e-20273
GO:1902905111EsophagusESCCpositive regulation of supramolecular fiber organization142/8552209/187235.51e-111.76e-09142
GO:1902903111EsophagusESCCregulation of supramolecular fiber organization237/8552383/187239.06e-112.75e-09237
GO:005149520EsophagusESCCpositive regulation of cytoskeleton organization147/8552226/187232.93e-096.38e-08147
GO:000701527EsophagusESCCactin filament organization259/8552442/187232.37e-084.50e-07259
GO:0032970111EsophagusESCCregulation of actin filament-based process231/8552397/187232.91e-074.20e-06231
GO:0032956111EsophagusESCCregulation of actin cytoskeleton organization210/8552358/187234.40e-076.00e-06210
GO:011005327EsophagusESCCregulation of actin filament organization166/8552278/187231.54e-061.85e-05166
GO:00618428EsophagusESCCmicrotubule organizing center localization28/855233/187233.80e-064.12e-0528
GO:005101727EsophagusESCCactin filament bundle assembly100/8552157/187233.87e-064.17e-05100
GO:00516428EsophagusESCCcentrosome localization27/855232/187237.10e-067.12e-0527
GO:006157227EsophagusESCCactin filament bundle organization101/8552161/187239.22e-068.82e-05101
GO:003086517EsophagusESCCcortical cytoskeleton organization44/855261/187232.50e-052.13e-0444
GO:003003820EsophagusESCCcontractile actin filament bundle assembly67/8552106/187232.03e-041.28e-0367
GO:004314920EsophagusESCCstress fiber assembly67/8552106/187232.03e-041.28e-0367
GO:003223120EsophagusESCCregulation of actin filament bundle assembly64/8552105/187231.15e-035.70e-0364
GO:003223319EsophagusESCCpositive regulation of actin filament bundle assembly41/855263/187231.48e-036.99e-0341
GO:003086610EsophagusESCCcortical actin cytoskeleton organization28/855240/187231.61e-037.50e-0328
GO:005149225EsophagusESCCregulation of stress fiber assembly56/855291/187231.66e-037.68e-0356
GO:003103219EsophagusESCCactomyosin structure organization108/8552196/187234.86e-031.88e-02108
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05132211EsophagusESCCSalmonella infection191/4205249/84656.51e-195.45e-172.79e-17191
hsa05132310EsophagusESCCSalmonella infection191/4205249/84656.51e-195.45e-172.79e-17191
hsa0513230Oral cavityOSCCSalmonella infection174/3704249/84652.67e-171.49e-157.58e-16174
hsa05132114Oral cavityOSCCSalmonella infection174/3704249/84652.67e-171.49e-157.58e-16174
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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
FHOD1SNVMissense_Mutationc.16N>Tp.Asp6Tyrp.D6YQ9Y613protein_codingdeleterious_low_confidence(0)benign(0.299)TCGA-A7-A56D-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
FHOD1SNVMissense_Mutationrs542514076c.2479G>Tp.Val827Leup.V827LQ9Y613protein_codingdeleterious(0.03)benign(0.173)TCGA-A8-A082-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
FHOD1SNVMissense_Mutationc.3426N>Cp.Leu1142Phep.L1142FQ9Y613protein_codingdeleterious(0)probably_damaging(0.991)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
FHOD1SNVMissense_Mutationnovelc.1192N>Ap.Ala398Thrp.A398TQ9Y613protein_codingtolerated(0.42)benign(0)TCGA-AC-A62V-01Breastbreast invasive carcinomaMale<65III/IVTargeted Molecular therapydenosumabPD
FHOD1SNVMissense_Mutationrs542514076c.2479N>Tp.Val827Leup.V827LQ9Y613protein_codingdeleterious(0.03)benign(0.173)TCGA-AR-A0TQ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
FHOD1SNVMissense_Mutationrs542514076c.2479N>Tp.Val827Leup.V827LQ9Y613protein_codingdeleterious(0.03)benign(0.173)TCGA-C8-A135-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
FHOD1SNVMissense_Mutationc.1587C>Gp.Ile529Metp.I529MQ9Y613protein_codingtolerated(0.06)benign(0.003)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
FHOD1SNVMissense_Mutationc.2314N>Tp.Ala772Serp.A772SQ9Y613protein_codingtolerated(1)benign(0.262)TCGA-E2-A15S-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
FHOD1deletionFrame_Shift_Delnovelc.2461delCp.Leu821TrpfsTer5p.L821Wfs*5Q9Y613protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
FHOD1SNVMissense_Mutationnovelc.1610C>Ap.Pro537Hisp.P537HQ9Y613protein_codingdeleterious(0.02)benign(0.401)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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