Cargando…

Machine Learning-Empowered FTIR Spectroscopy Serum Analysis Stratifies Healthy, Allergic, and SIT-Treated Mice and Humans

The unabated global increase of allergic patients leads to an unmet need for rapid and inexpensive tools for the diagnosis of allergies and for monitoring the outcome of allergen-specific immunotherapy (SIT). In this proof-of-concept study, we investigated the potential of Fourier-Transform Infrared...

Descripción completa

Detalles Bibliográficos
Autores principales:	Korb, Elke, Bağcıoğlu, Murat, Garner-Spitzer, Erika, Wiedermann, Ursula, Ehling-Schulz, Monika, Schabussova, Irma
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2020
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7408032/ https://www.ncbi.nlm.nih.gov/pubmed/32708591 http://dx.doi.org/10.3390/biom10071058

Ejemplares similares

Detection and Identification of Bacillus cereus, Bacillus cytotoxicus, Bacillus thuringiensis, Bacillus mycoides and Bacillus weihenstephanensis via Machine Learning Based FTIR Spectroscopy
por: Bağcıoğlu, Murat, et al.
Publicado: (2019)

Reduction of Allergic Lung Disease by Mucosal Application of Toxoplasma gondii-Derived Molecules: Possible Role of Carbohydrates
por: Korb, Elke, et al.
Publicado: (2021)

Toxoplasma gondii tachyzoite-extract acts as a potent immunomodulator against allergic sensitization and airway inflammation
por: Drinić, Mirjana, et al.
Publicado: (2017)

A high‐throughput FTIR spectroscopy approach to assess adaptive variation in the chemical composition of pollen
por: Zimmermann, Boris, et al.
Publicado: (2017)

Discrimination of grass pollen of different species by FTIR spectroscopy of individual pollen grains
por: Diehn, Sabrina, et al.
Publicado: (2020)

Age-related differences in humoral and cellular immune responses after primary immunisation: indications for stratified vaccination schedules
por: Wagner, Angelika, et al.
Publicado: (2018)

Deciphering Host Genotype-Specific Impacts on the Metabolic Fingerprint of Listeria monocytogenes by FTIR Spectroscopy
por: Grunert, Tom, et al.
Publicado: (2014)

Pre- and Neonatal Imprinting on Immunological Homeostasis and Epithelial Barrier Integrity by Escherichia coli Nissle 1917 Prevents Allergic Poly-Sensitization in Mice
por: Sarate, Priya J., et al.
Publicado: (2021)

Primary vaccine failure to routine vaccines: Why and what to do?
por: Wiedermann, Ursula, et al.
Publicado: (2016)

Perinatal Maternal Administration of Lactobacillus paracasei NCC 2461 Prevents Allergic Inflammation in a Mouse Model of Birch Pollen Allergy
por: Schabussova, Irma, et al.
Publicado: (2012)

The Role of Alveolar Epithelial Type II-Like Cells in Uptake of Structurally Different Antigens and in Polarisation of Local Immune Responses
por: Akgün, Johnnie, et al.
Publicado: (2015)

Stratifying Brain Tumour Histological Sub-Types: The Application of ATR-FTIR Serum Spectroscopy in Secondary Care
por: Cameron, James M., et al.
Publicado: (2020)

Prime-Boost Vaccination with Toxoplasma Lysate Antigen, but Not with a Mixture of Recombinant Protein Antigens, Leads to Reduction of Brain Cyst Formation in BALB/c Mice
por: Wagner, Angelika, et al.
Publicado: (2015)

Oocyst-Derived Extract of Toxoplasma Gondii Serves as Potent Immunomodulator in a Mouse Model of Birch Pollen Allergy
por: Wagner, Angelika, et al.
Publicado: (2016)

Prevention of Birch Pollen-Related Food Allergy by Mucosal Treatment with Multi-Allergen-Chimers in Mice
por: Hoflehner, Elisabeth, et al.
Publicado: (2012)

Diet Matters: Endotoxin in the Diet Impacts the Level of Allergic Sensitization in Germ-Free Mice
por: Schwarzer, Martin, et al.
Publicado: (2017)

Development of the B cell cancer vaccine HER-vaxx for the treatment of her-2 expressing cancers
por: Ede, Nicholas J., et al.
Publicado: (2022)

Subsurface chemical nanoidentification by nano-FTIR spectroscopy
por: Mester, Lars, et al.
Publicado: (2020)

Enterotoxin Production of Bacillus thuringiensis Isolates From Biopesticides, Foods, and Outbreaks
por: Johler, Sophia, et al.
Publicado: (2018)

Specific immunotherapy (SIT) in the treatment of allergic rhinitis
por: Hagen, Anja, et al.
Publicado: (2010)

Use of FTIR spectroscopy and chemometrics for the classification of carobs origin
por: Christou, Chrysanthi, et al.
Publicado: (2017)

Distinguishing Ewing sarcoma and osteomyelitis using FTIR spectroscopy
por: Chaber, Radosław, et al.
Publicado: (2018)

Identification of birch pollen species using FTIR spectroscopy
por: Depciuch, Joanna, et al.
Publicado: (2018)

Macromolecular Characterization of Swordfish Oocytes by FTIR Imaging Spectroscopy
por: Carnevali, Oliana, et al.
Publicado: (2019)

ATR-FTIR spectroscopy and spectroscopic imaging for the analysis of biopharmaceuticals
por: Tiernan, Hannah, et al.
Publicado: (2020)

Chemical Analysis of Pollen by FT-Raman and FTIR Spectroscopies
por: Kenđel, Adriana, et al.
Publicado: (2020)

Diagnosis of Lung Cancer by ATR-FTIR Spectroscopy and Chemometrics
por: Yang, Xien, et al.
Publicado: (2021)

Time-Resolved ATR–FTIR Spectroscopy and Macro ATR–FTIR Spectroscopic Imaging of Inorganic Treatments for Stone Conservation
por: Possenti, Elena, et al.
Publicado: (2021)

Oesophagostomum dentatum Extract Modulates T Cell-Dependent Immune Responses to Bystander Antigens and Prevents the Development of Allergy in Mice
por: Schabussova, Irma, et al.
Publicado: (2013)

FTIR Spectroscopy: A Tool for Quantitative Analysis of Ciprofloxacin in Tablets
por: Pandey, S., et al.
Publicado: (2012)

Simultaneous FTIR and Raman Spectroscopy in Endometrial Atypical Hyperplasia and Cancer
por: Barnas, Edyta, et al.
Publicado: (2020)

Potential of FTIR-Spectroscopy for Drugs Screening against Helicobacter pylori
por: Sampaio, Pedro Sousa, et al.
Publicado: (2020)

Assessment of the Decomposition of Oxo- and Biodegradable Packaging Using FTIR Spectroscopy
por: Markowicz, Florentyna, et al.
Publicado: (2021)

The Application of FTIR Spectroscopy and Chemometrics for the Authentication Analysis of Horse Milk
por: Arifah, Mitsalina Fildzah, et al.
Publicado: (2022)

Dataset of adulteration with water in coconut milk using FTIR spectroscopy
por: Sitorus, Agustami, et al.
Publicado: (2021)

Urinalysis of individuals with renal hyperfiltration using ATR-FTIR spectroscopy
por: Kurultak, İlhan, et al.
Publicado: (2022)

Germ-Free Mice Exhibit Mast Cells With Impaired Functionality and Gut Homing and Do Not Develop Food Allergy
por: Schwarzer, Martin, et al.
Publicado: (2019)

Cross-Reactive Effects of Vaccines: Heterologous Immunity between Tetanus and Chlamydia
por: Stojanovic, Marijana, et al.
Publicado: (2020)

Vaccination against Her-2/neu, with focus on peptide-based vaccines
por: Tobias, J., et al.
Publicado: (2022)

Detection and quantification of poliovirus infection using FTIR spectroscopy and cell culture
por: Lee-Montiel, Felipe T, et al.
Publicado: (2011)

Cannot write session to /tmp/vufind_sessions/sess_47jt9i2ing0g93tu4hp3bog3ej