IT202200005861A1 - Procedimento per stimare una variabile di interesse associata ad una data malattia in funzione di una pluralità di diversi dati omici, relativo dispositivo e prodotto informatico - Google Patents

Procedimento per stimare una variabile di interesse associata ad una data malattia in funzione di una pluralità di diversi dati omici, relativo dispositivo e prodotto informatico Download PDF

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IT202200005861A1
IT202200005861A1 IT102022000005861A IT202200005861A IT202200005861A1 IT 202200005861 A1 IT202200005861 A1 IT 202200005861A1 IT 102022000005861 A IT102022000005861 A IT 102022000005861A IT 202200005861 A IT202200005861 A IT 202200005861A IT 202200005861 A1 IT202200005861 A1 IT 202200005861A1
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estimate
variable
procedure
function
related device
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IT102022000005861A
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English (en)
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Lorenzo Manganaro
Gianmarco Sabbatini
Selene Bianco
Francesca Cipollini
Davide Colombi
Shaji Vattakunnel
Paolo Falco
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Aizoon S R L
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Priority to IT102022000005861A priority Critical patent/IT202200005861A1/it
Priority to EP23163839.6A priority patent/EP4250301A1/en
Priority to US18/126,189 priority patent/US20230307089A1/en
Priority to AU2023201841A priority patent/AU2023201841A1/en
Priority to CA3194058A priority patent/CA3194058A1/en
Publication of IT202200005861A1 publication Critical patent/IT202200005861A1/it

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    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B20/00—ICT specially adapted for functional genomics or proteomics, e.g. genotype-phenotype associations
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B40/00—ICT specially adapted for biostatistics; ICT specially adapted for bioinformatics-related machine learning or data mining, e.g. knowledge discovery or pattern finding
    • G16B40/20—Supervised data analysis
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/082—Learning methods modifying the architecture, e.g. adding, deleting or silencing nodes or connections
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B45/00—ICT specially adapted for bioinformatics-related data visualisation, e.g. displaying of maps or networks
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/20—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B20/00—ICT specially adapted for functional genomics or proteomics, e.g. genotype-phenotype associations
    • G16B20/10—Ploidy or copy number detection
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B20/00—ICT specially adapted for functional genomics or proteomics, e.g. genotype-phenotype associations
    • G16B20/50—Mutagenesis
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B25/00—ICT specially adapted for hybridisation; ICT specially adapted for gene or protein expression
    • G16B25/10—Gene or protein expression profiling; Expression-ratio estimation or normalisation

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  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Physics & Mathematics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Medical Informatics (AREA)
  • Data Mining & Analysis (AREA)
  • Theoretical Computer Science (AREA)
  • General Health & Medical Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Biophysics (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • Biotechnology (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Public Health (AREA)
  • Evolutionary Computation (AREA)
  • Software Systems (AREA)
  • Artificial Intelligence (AREA)
  • Databases & Information Systems (AREA)
  • Biomedical Technology (AREA)
  • Epidemiology (AREA)
  • Molecular Biology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Bioethics (AREA)
  • Analytical Chemistry (AREA)
  • Mathematical Physics (AREA)
  • Proteomics, Peptides & Aminoacids (AREA)
  • Chemical & Material Sciences (AREA)
  • Genetics & Genomics (AREA)
  • General Physics & Mathematics (AREA)
  • Computational Linguistics (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Primary Health Care (AREA)
  • Pathology (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
  • Measuring Pulse, Heart Rate, Blood Pressure Or Blood Flow (AREA)
IT102022000005861A 2022-03-24 2022-03-24 Procedimento per stimare una variabile di interesse associata ad una data malattia in funzione di una pluralità di diversi dati omici, relativo dispositivo e prodotto informatico IT202200005861A1 (it)

Priority Applications (5)

Application Number Priority Date Filing Date Title
IT102022000005861A IT202200005861A1 (it) 2022-03-24 2022-03-24 Procedimento per stimare una variabile di interesse associata ad una data malattia in funzione di una pluralità di diversi dati omici, relativo dispositivo e prodotto informatico
EP23163839.6A EP4250301A1 (en) 2022-03-24 2023-03-23 Method for estimating a variable of interest associated to a given disease as a function of a plurality of different omics data, corresponding device, and computer program product
US18/126,189 US20230307089A1 (en) 2022-03-24 2023-03-24 Method for estimating a variable of interest associated to a given disease as a function of a plurality of different omics data, corresponding device, and computer program product
AU2023201841A AU2023201841A1 (en) 2022-03-24 2023-03-24 Method for estimating a variable of interest associated to a given disease as a function of a plurality of different omics data, corresponding device, and computer program product
CA3194058A CA3194058A1 (en) 2022-03-24 2023-03-24 Method for estimating a variable of interest associated to a given disease as a function of a plurality of different omics data, corresponding device, and computer program product

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
IT102022000005861A IT202200005861A1 (it) 2022-03-24 2022-03-24 Procedimento per stimare una variabile di interesse associata ad una data malattia in funzione di una pluralità di diversi dati omici, relativo dispositivo e prodotto informatico

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IT202200005861A1 true IT202200005861A1 (it) 2023-09-24

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IT102022000005861A IT202200005861A1 (it) 2022-03-24 2022-03-24 Procedimento per stimare una variabile di interesse associata ad una data malattia in funzione di una pluralità di diversi dati omici, relativo dispositivo e prodotto informatico

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US (1) US20230307089A1 (it)
EP (1) EP4250301A1 (it)
AU (1) AU2023201841A1 (it)
CA (1) CA3194058A1 (it)
IT (1) IT202200005861A1 (it)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP4312230A1 (en) 2022-07-25 2024-01-31 Aizoon S.r.l. Method for providing a clinical decision support, corresponding system for providing a clinical decision support, and computer program product

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EP3237638B1 (en) 2014-12-24 2020-01-15 F.Hoffmann-La Roche Ag Therapeutic, diagnostic and prognostic methods for cancer of the bladder
EP2836837B1 (en) 2012-04-09 2020-04-22 Fundació Institut de Recerca Biomèdica (IRB Barcelona) Method for the prognosis and treatment of cancer metastasis
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EP1977237B1 (en) 2005-12-23 2014-09-10 Pacific Edge Biotechnology Limited Prognosis prediction for colorectal cancer
EP2392678B1 (en) 2005-12-23 2015-02-11 Pacific Edge Biotechnology Limited Prognosis prediction for colorectal cancer
EP2700038B1 (en) 2011-04-22 2021-04-21 Global Life Sciences Solutions USA LLC Analyzing the expression of biomarkers in cells with moments
EP2836837B1 (en) 2012-04-09 2020-04-22 Fundació Institut de Recerca Biomèdica (IRB Barcelona) Method for the prognosis and treatment of cancer metastasis
EP3237638B1 (en) 2014-12-24 2020-01-15 F.Hoffmann-La Roche Ag Therapeutic, diagnostic and prognostic methods for cancer of the bladder

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BOCCALETTI, STEFANO ET AL.: "the structure and dynamics of multilayer networks", PHYSICS REPORTS, vol. 544, no. 1, 2014, pages 1 - 122, XP029084215, DOI: 10.1016/j.physrep.2014.07.001
CANTINI, LAURA ET AL.: "Detection of gene communities in multi-networks cancers cancer drivers", SCIENTIFIC REPORTS, 2015, pages 1 - 10
HIDALGO, SEBASTIAN J. TERANMA, SHUANGGE: "Clustering multilayeromics data using MuNCut", BMC GENOMICS, vol. 19, 2018, XP021254539, DOI: 10.1186/s12864-018-4580-6
KIVELA, MIKKO ET AL.: "Multilayernetworks", JOURNAL OF COMPLEX NETWORKS, 2014
LI HZHANG RZHAO ZLIU X: "LPA-MNi: An improved Label propagation algorithm based on Modularity and Node Importance far Community Detection", ENTROPY (BASEL, vol. 23, no. 5, 21 April 2021 (2021-04-21), pages 497
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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP4312230A1 (en) 2022-07-25 2024-01-31 Aizoon S.r.l. Method for providing a clinical decision support, corresponding system for providing a clinical decision support, and computer program product

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CA3194058A1 (en) 2023-09-24
US20230307089A1 (en) 2023-09-28
AU2023201841A1 (en) 2023-10-12
EP4250301A1 (en) 2023-09-27

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