Search Results - "Multivariate analysis"

Analysis of multi-condition single-cell data with latent embedding multivariate regression.

Authors: Ahlmann-Eltze C Huber W

Source: Nature genetics [Nat Genet] 2025 Mar; Vol. 57 (3), pp. 659-667. Date of Electronic Publication: 2025 Jan 03.

Publication Type: Journal Article

Journal Info: Publisher: Nature Pub. Co Country of Publication: United States NLM ID: 9216904 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1546-1718 (Electronic) Linking ISSN: 10614036 NLM ISO Abbreviation: Nat Genet Subsets: MEDLINE

MeSH Terms: Multivariate Analysis* , Single-Cell Gene Expression Analysis*/methods, Cluster Analysis ; Gene Expression ; Humans ; Animals ; Zebrafish ; Neoplasms/genetics ; Gene Expression Regulation, Neoplastic ; Gene Expression Regulation, Developmental

Qualitative and quantitative pesticide residue analysis in Allium tuberosum using an electronic nose with multivariate analysis.

Authors: Meng F Zhu J Deng J et al.

Source: Food chemistry [Food Chem] 2025 Nov 15; Vol. 492 (Pt 3), pp. 145661. Date of Electronic Publication: 2025 Jul 23.

Publication Type: Journal Article; Evaluation Study

Journal Info: Publisher: Elsevier Applied Science Publishers Country of Publication: England NLM ID: 7702639 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-7072 (Electronic) Linking ISSN: 03088146 NLM ISO Abbreviation: Food Chem Subsets: MEDLINE

MeSH Terms: Pesticide Residues*/analysis , Electronic Nose* , Food Contamination*/analysis , Solanum tuberosum*/chemistry, Multivariate Analysis ; Support Vector Machine ; Chlorpyrifos/analysis ; Benzimidazoles ; Carbamates

Characterizing and screening of wheat genotypes under salinity stress condition using thermography and multivariate techniques.

Authors: Banerjee K Krishnan P Kumar A et al.

Source: Scientific reports [Sci Rep] 2025 Nov 10; Vol. 15 (1), pp. 39220. Date of Electronic Publication: 2025 Nov 10.

Publication Type: Journal Article

Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

MeSH Terms: Triticum*/genetics , Triticum*/physiology , Triticum*/growth & development , Thermography*/methods , Salt Stress*/genetics , Salt Tolerance*/genetics, Genotype ; Plant Leaves/genetics ; Multivariate Analysis ; Photosynthesis ; Salinity ; Principal Component Analysis

A multivariate approach to identify association between peripheral blood DNA methylation and cerebrospinal fluid biomarkers of Alzheimer disease.

Authors: Xiao B Zeng Y Oros Klein K et al.

Source: Scientific reports [Sci Rep] 2025 Nov 03; Vol. 15 (1), pp. 38289. Date of Electronic Publication: 2025 Nov 03.

Publication Type: Journal Article

Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

MeSH Terms: Alzheimer Disease*/cerebrospinal fluid , Alzheimer Disease*/blood , Alzheimer Disease*/genetics , DNA Methylation* , Biomarkers*/cerebrospinal fluid , Biomarkers*/blood, Humans ; tau Proteins/cerebrospinal fluid ; Aged ; Female ; Male ; Amyloid beta-Peptides/cerebrospinal fluid ; Multivariate Analysis ; Aged, 80 and over

Multivariate Analysis of Maize Varieties: Roles of Ionomic Shifts, Antioxidant Defense, and Chloroplast Structural Integrity in Arsenic Stress Tolerance.

Authors: Shah MA Chen TY Khan R et al.

Source: Plant, cell & environment [Plant Cell Environ] 2025 Nov; Vol. 48 (11), pp. 8264-8281. Date of Electronic Publication: 2025 Aug 17.

Publication Type: Journal Article

Journal Info: Publisher: John Wiley & Sons Ltd Country of Publication: United States NLM ID: 9309004 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1365-3040 (Electronic) Linking ISSN: 01407791 NLM ISO Abbreviation: Plant Cell Environ Subsets: MEDLINE

MeSH Terms: Arsenic*/toxicity , Zea mays*/physiology , Zea mays*/drug effects , Zea mays*/metabolism , Zea mays*/ultrastructure , Chloroplasts*/ultrastructure , Chloroplasts*/drug effects , Chloroplasts*/metabolism , Antioxidants*/metabolism, Multivariate Analysis ; Stress, Physiological/drug effects ; Chlorophyll/metabolism ; Oxidative Stress ; Reactive Oxygen Species/metabolism

Advancing freshness classification of freshly squeezed fruit juice via integrated multivariate analysis and machine learning approaches.

Authors: Ma J Xu X Hong Y et al.

Source: Food chemistry [Food Chem] 2025 Nov 01; Vol. 491, pp. 145249. Date of Electronic Publication: 2025 Jun 21.

Publication Type: Journal Article; Evaluation Study

Journal Info: Publisher: Elsevier Applied Science Publishers Country of Publication: England NLM ID: 7702639 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-7072 (Electronic) Linking ISSN: 03088146 NLM ISO Abbreviation: Food Chem Subsets: MEDLINE

MeSH Terms: Fruit and Vegetable Juices*/analysis , Fruit and Vegetable Juices*/classification , Malus*/chemistry, Multivariate Analysis ; Machine Learning ; Chromatography, High Pressure Liquid ; Fruit/chemistry ; Support Vector Machine

Comparative analysis of phenolic compounds and triterpenoid saponins in edible plant parts of Acanthopanax sessilflorus using UPLC-MS and multivariate analyses.

Authors: Kwon RH Na H Kim JH et al.

Source: Food research international (Ottawa, Ont.) [Food Res Int] 2025 Nov; Vol. 219, pp. 116990. Date of Electronic Publication: 2025 Jul 03.

Publication Type: Journal Article; Comparative Study

Journal Info: Publisher: Published on behalf of the Canadian Institute of Food Science and Technology by Elsevier Applied Science Country of Publication: Canada NLM ID: 9210143 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-7145 (Electronic) Linking ISSN: 09639969 NLM ISO Abbreviation: Food Res Int Subsets: MEDLINE

MeSH Terms: Eleutherococcus*/chemistry , Saponins*/analysis , Phenols*/analysis , Triterpenes*/analysis , Plants, Edible*/chemistry, Chromatography, High Pressure Liquid/methods ; Plant Leaves/chemistry ; Fruit/chemistry ; Multivariate Analysis ; Mass Spectrometry/methods ; Plant Extracts/analysis ; Plant Extracts/chemistry ; Plant Stems/chemistry ; Liquid Chromatography-Mass Spectrometry

Glucose-Dependent growth and antioxidant responses of lactic acid bacteria revealed by multivariate and Assay-Specific analyses.

Authors: Jo DM Sim YJ Kim YM

Source: World journal of microbiology & biotechnology [World J Microbiol Biotechnol] 2025 Oct 23; Vol. 41 (10), pp. 408. Date of Electronic Publication: 2025 Oct 23.

Publication Type: Journal Article

Journal Info: Publisher: Springer Country of Publication: Germany NLM ID: 9012472 Publication Model: Electronic Cited Medium: Internet ISSN: 1573-0972 (Electronic) Linking ISSN: 09593993 NLM ISO Abbreviation: World J Microbiol Biotechnol Subsets: MEDLINE

MeSH Terms: Glucose*/metabolism , Glucose*/pharmacology , Antioxidants*/metabolism , Lactobacillales*/growth & development , Lactobacillales*/metabolism , Lactobacillales*/isolation & purification , Lactobacillales*/drug effects, Hydrogen-Ion Concentration ; Culture Media/chemistry ; Fermentation ; Fermented Foods/microbiology ; Food Microbiology ; Multivariate Analysis ; Principal Component Analysis

Multivariate screening of upland cotton genotypes reveals key traits for salt tolerance at the seedling stage.

Authors: Anwar Z Ditta A Riaz Khan MK

Source: BMC plant biology [BMC Plant Biol] 2025 Oct 23; Vol. 25 (1), pp. 1448. Date of Electronic Publication: 2025 Oct 23.

Publication Type: Journal Article

Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100967807 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2229 (Electronic) Linking ISSN: 14712229 NLM ISO Abbreviation: BMC Plant Biol Subsets: MEDLINE

MeSH Terms: Gossypium*/genetics , Gossypium*/physiology , Gossypium*/growth & development , Gossypium*/drug effects , Seedlings*/genetics , Seedlings*/physiology , Seedlings*/growth & development , Seedlings*/drug effects , Salt Tolerance*/genetics, Genotype ; Multivariate Analysis ; Sodium Chloride/pharmacology ; Salt Stress ; Plant Roots/physiology ; Oxidative Stress

Air matters: the role of postoperative intracranial pneumocephalus in recurrence of chronic subdural hematomas evaluated through a multivariate analysis of 460 patients comparing closed drainage versus standard irrigation.

Authors: Scala MR Mastantuoni C Cioffi V et al.

Source: Neurosurgical focus [Neurosurg Focus] 2025 Oct 01; Vol. 59 (4), pp. E4.

Publication Type: Journal Article; Comparative Study

Journal Info: Publisher: American Association of Neurological Surgeons Country of Publication: United States NLM ID: 100896471 Publication Model: Print Cited Medium: Internet ISSN: 1092-0684 (Electronic) Linking ISSN: 10920684 NLM ISO Abbreviation: Neurosurg Focus Subsets: MEDLINE

MeSH Terms: Hematoma, Subdural, Chronic*/surgery , Hematoma, Subdural, Chronic*/diagnostic imaging , Pneumocephalus*/etiology , Pneumocephalus*/diagnostic imaging , Drainage*/methods , Drainage*/adverse effects , Postoperative Complications*/etiology , Postoperative Complications*/diagnostic imaging , Therapeutic Irrigation*/methods, Humans ; Male ; Female ; Aged ; Retrospective Studies ; Middle Aged ; Recurrence ; Aged, 80 and over ; Multivariate Analysis ; Cohort Studies ; Craniotomy/methods ; Craniotomy/adverse effects ; Treatment Outcome

Characterization of Volatile Organic Compounds in Citrus-Flavored Sesame, Palm, and Coconut Oils Using Gas Chromatography-Mass Spectrometry and Multivariate Analysis.

Authors: Ayu AM Katherinatama A Asikin Y et al.

Source: Journal of food science [J Food Sci] 2025 Oct; Vol. 90 (10), pp. e70587.

Publication Type: Journal Article

Journal Info: Publisher: Wiley on behalf of the Institute of Food Technologists Country of Publication: United States NLM ID: 0014052 Publication Model: Print Cited Medium: Internet ISSN: 1750-3841 (Electronic) Linking ISSN: 00221147 NLM ISO Abbreviation: J Food Sci Subsets: MEDLINE

MeSH Terms: Volatile Organic Compounds*/chemistry , Volatile Organic Compounds*/analysis , Citrus*/chemistry , Coconut Oil*/chemistry , Palm Oil*/chemistry , Plant Oils*/chemistry , Flavoring Agents*/chemistry, Gas Chromatography-Mass Spectrometry ; Multivariate Analysis ; Odorants/analysis ; Taste ; Principal Component Analysis

Multivariate analysis and seasonal dynamics of toxic trace elements and antibiotics in shrimp (Penaeus vannamei, boon, 1931) aquaculture: Impacts on human and environmental health.

Authors: Arisekar U Shakila RJ Shalini R et al.

Source: Marine pollution bulletin [Mar Pollut Bull] 2025 Oct; Vol. 219, pp. 118326. Date of Electronic Publication: 2025 Jun 20.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Country of Publication: England NLM ID: 0260231 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-3363 (Electronic) Linking ISSN: 0025326X NLM ISO Abbreviation: Mar Pollut Bull Subsets: MEDLINE

MeSH Terms: Aquaculture* , Penaeidae* , Water Pollutants, Chemical*/analysis , Environmental Monitoring* , Trace Elements*/analysis , Anti-Bacterial Agents*/analysis, Animals ; Seasons ; Humans ; India ; Environmental Health ; Multivariate Analysis ; Geologic Sediments/chemistry

Insights Into Pharmaceutical and Fine Chemistry Using Density Functional Theory, Data-Driven Approaches and Novel Descriptors

Authors: Nuñez Rapan, Gonzalo Darío

Thesis Advisors: Carbó Martin, Jorge Juan, Besora Bonet, Maria, ICIQ

Source: TDX (Tesis Doctorals en Xarxa)

Subject Terms: Química computacional, Anàlisi multivariat, Descriptors moleculars, Análisis multivariante, Descriptores moleculares, Computational chemistry, Multivariate analysis, Molecular descriptors, Ciències

File Description: application/pdf

Access URL: http://hdl.handle.net/10803/695861

A simple and rapid screening method for 2,4-dichlorophenoxyacetic acid (2,4-D) determination in environmental and vegetable samples by colorimetry combined with multivariate optimization.

Authors: Samanpong N Putkham AI Wongsaipun S et al.

Source: Food chemistry [Food Chem] 2025 Dec 25; Vol. 496 (Pt 1), pp. 146713. Date of Electronic Publication: 2025 Oct 10.

Publication Type: Journal Article; Evaluation Study

Journal Info: Publisher: Elsevier Applied Science Publishers Country of Publication: England NLM ID: 7702639 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-7072 (Electronic) Linking ISSN: 03088146 NLM ISO Abbreviation: Food Chem Subsets: MEDLINE

MeSH Terms: 2,4-Dichlorophenoxyacetic Acid*/analysis , Vegetables*/chemistry , Colorimetry*/methods , Herbicides*/analysis , Food Contamination*/analysis , Water Pollutants, Chemical*/analysis, Multivariate Analysis

Determination of geographical origin of Hovenia dulcis found in Korea and China via inorganic element analysis using inductively coupled plasma spectroscopy and multivariate statistical analysis.

Authors: Jeong J Baek K Jeon HJ et al.

Source: Food chemistry [Food Chem] 2025 Dec 25; Vol. 496 (Pt 1), pp. 146708. Date of Electronic Publication: 2025 Oct 10.

Publication Type: Journal Article; Evaluation Study

Journal Info: Publisher: Elsevier Applied Science Publishers Country of Publication: England NLM ID: 7702639 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-7072 (Electronic) Linking ISSN: 03088146 NLM ISO Abbreviation: Food Chem Subsets: MEDLINE

MeSH Terms: Trace Elements*/analysis, Republic of Korea ; China ; Fruit/chemistry ; Multivariate Analysis ; Discriminant Analysis ; Mass Spectrometry/methods

Novel computational modeling of trimodal chromatographic retention using Box-Cox and multivariate analysis.

Authors: Komsta Ł Vlatković V Lazović S et al.

Source: Journal of chromatography. A [J Chromatogr A] 2025 Dec 06; Vol. 1764, pp. 466505. Date of Electronic Publication: 2025 Oct 31.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 9318488 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-3778 (Electronic) Linking ISSN: 00219673 NLM ISO Abbreviation: J Chromatogr A Subsets: MEDLINE

MeSH Terms: Hypoglycemic Agents*/chemistry , Hypoglycemic Agents*/analysis , Hypoglycemic Agents*/isolation & purification , Chromatography, Reverse-Phase*/methods , Models, Chemical*, Multivariate Analysis ; Principal Component Analysis ; Computer Simulation ; Chromatography, Ion Exchange/methods

Comparison of multivariable methods for determining cutpoints of biomarkers in the context of survival time analyses: A simulation study with practical applications to survival data.

Authors: Porthun J Wienke A

Source: PloS one [PLoS One] 2025 Dec 05; Vol. 20 (12), pp. e0338425. Date of Electronic Publication: 2025 Dec 05 (Print Publication: 2025).

Publication Type: Journal Article; Comparative Study

Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

MeSH Terms: Biomarkers*/analysis, Humans ; Monte Carlo Method ; Computer Simulation ; Survival Analysis ; Proportional Hazards Models ; Multivariate Analysis ; Algorithms

A Robust Multivariate Approach Unveils a ¹ H-NMR-Based Spectral Metabolomics Signature Predictive of Cardiovascular Disease in People with Type 2 Diabetes: A Prospective Di@bet.es Cohort Study.

Authors: Rehues P Guardiola M Amigó N et al.

Source: Journal of proteome research [J Proteome Res] 2025 Dec 05; Vol. 24 (12), pp. 6131-6141. Date of Electronic Publication: 2025 Nov 19.

Publication Type: Journal Article

Journal Info: Publisher: American Chemical Society Country of Publication: United States NLM ID: 101128775 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1535-3907 (Electronic) Linking ISSN: 15353893 NLM ISO Abbreviation: J Proteome Res Subsets: MEDLINE

MeSH Terms: Diabetes Mellitus, Type 2*/complications , Diabetes Mellitus, Type 2*/metabolism , Metabolomics*/methods , Cardiovascular Diseases*/metabolism , Cardiovascular Diseases*/diagnosis , Cardiovascular Diseases*/etiology , Cardiovascular Diseases*/complications , Proton Magnetic Resonance Spectroscopy*/methods, Humans ; Male ; Female ; Middle Aged ; Prospective Studies ; Aged ; Multivariate Analysis ; Case-Control Studies ; Cholesterol, LDL/blood ; Risk Factors

Short telomere length is associated with accelerated lung disease progression in rheumatoid arthritis-associated interstitial lung disease.

Authors: El Husseini K Lee JS Juge PA et al.

Source: The European respiratory journal [Eur Respir J] 2025 Dec 04; Vol. 66 (6). Date of Electronic Publication: 2025 Dec 04 (Print Publication: 2025).

Publication Type: Journal Article; Observational Study

Journal Info: Publisher: European Respiratory Society Country of Publication: England NLM ID: 8803460 Publication Model: Electronic-Print Cited Medium: Internet ISSN: 1399-3003 (Electronic) Linking ISSN: 09031936 NLM ISO Abbreviation: Eur Respir J Subsets: MEDLINE

MeSH Terms: Arthritis, Rheumatoid*/complications , Lung Diseases, Interstitial*/physiopathology , Lung Diseases, Interstitial*/genetics , Lung Diseases, Interstitial*/etiology , Lung Diseases, Interstitial*/mortality , Lung Diseases, Interstitial*/complications , Telomere* , Telomere Shortening*, Humans ; Male ; Female ; Disease Progression ; Aged ; Middle Aged ; Prospective Studies ; Vital Capacity ; France ; Leukocytes ; Severity of Illness Index ; Lung Transplantation ; Logistic Models ; Lung/physiopathology ; Multivariate Analysis

ML-MAGES enables multivariate genetic association analyses with genes and effect size shrinkage.

Authors: Liu X Crawford L Ramachandran S

Source: Genome research [Genome Res] 2025 Dec 03; Vol. 35 (12), pp. 2691-2700. Date of Electronic Publication: 2025 Dec 03.

Publication Type: Journal Article

Journal Info: Publisher: Cold Spring Harbor Laboratory Press Country of Publication: United States NLM ID: 9518021 Publication Model: Electronic Cited Medium: Internet ISSN: 1549-5469 (Electronic) Linking ISSN: 10889051 NLM ISO Abbreviation: Genome Res Subsets: MEDLINE

MeSH Terms: Genome-Wide Association Study*/methods , Machine Learning*, Humans ; Neural Networks, Computer ; Quantitative Trait Loci ; Polymorphism, Single Nucleotide ; Models, Genetic ; Cluster Analysis ; Computer Simulation ; Multivariate Analysis