1
|
Leszczenko P, Nowakowska AM, Jakubowska J, Pastorczak A, Zabczynska M, Mlynarski W, Baranska M, Ostrowska K, Majzner K. Raman spectroscopy can recognize the KMT2A rearrangement as a distinct subtype of leukemia. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2024; 314:124173. [PMID: 38520957 DOI: 10.1016/j.saa.2024.124173] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Revised: 03/14/2024] [Accepted: 03/17/2024] [Indexed: 03/25/2024]
Abstract
Acute lymphoblastic leukemia (ALL) and acute myeloid leukemia (AML) are the two most common hematologic malignancies, challenging to treat and associated with high recurrence and mortality rates. This work aims to identify specific Raman biomarkers of ALL cells with the KMT2A gene rearrangement (KMT2A-r), representing a highly aggressive subtype of childhood leukemia with a poor prognosis. The proposed approach combines the sensitivity and specificity of Raman spectroscopy with machine learning and allows us to distinguish not only myelo- and lymphoblasts but also discriminate B-cell precursor (BCP) ALL with KMT2A-r from other blasts of BCP-ALL. We have found that KMT2A-r ALL cells fixed with 0.5% glutaraldehyde exhibit a unique spectroscopic profile that enables us to identify this subtype from other leukemias and normal cells. Therefore, a rapid and label-free method was developed to identify ALL blasts with KMT2A-r based on the ratio of the two Raman bands assigned to phenylalanine - 1040 and 1008 cm-1. This is the first time that a particular group of leukemic cells has been identified in a label-free way. The identified biomarker can be used as a screening method in diagnostic laboratories or non-reference medical centers.
Collapse
Affiliation(s)
- Patrycja Leszczenko
- Jagiellonian University, Faculty of Chemistry, Department of Chemical Physics, Gronostajowa 2, 30-387 Krakow, Poland; Jagiellonian University, Doctoral School of Exact and Natural Sciences, Lojasiewicza 11, 30-348 Krakow, Poland.
| | - Anna M Nowakowska
- Jagiellonian University, Faculty of Chemistry, Department of Chemical Physics, Gronostajowa 2, 30-387 Krakow, Poland.
| | - Justyna Jakubowska
- Medical University of Lodz, Department of Pediatrics, Oncology, and Hematology, Sporna 36/50, 91-738 Lodz, Poland.
| | - Agata Pastorczak
- Medical University of Lodz, Department of Pediatrics, Oncology, and Hematology, Sporna 36/50, 91-738 Lodz, Poland.
| | - Marta Zabczynska
- Medical University of Lodz, Department of Pediatrics, Oncology, and Hematology, Sporna 36/50, 91-738 Lodz, Poland.
| | - Wojciech Mlynarski
- Medical University of Lodz, Department of Pediatrics, Oncology, and Hematology, Sporna 36/50, 91-738 Lodz, Poland.
| | - Malgorzata Baranska
- Jagiellonian University, Faculty of Chemistry, Department of Chemical Physics, Gronostajowa 2, 30-387 Krakow, Poland; Jagiellonian University, Jagiellonian Centre for Experimental Therapeutics (JCET), Bobrzynskiego 14, 30-348 Krakow, Poland.
| | - Kinga Ostrowska
- Medical University of Lodz, Department of Pediatrics, Oncology, and Hematology, Sporna 36/50, 91-738 Lodz, Poland.
| | - Katarzyna Majzner
- Jagiellonian University, Faculty of Chemistry, Department of Chemical Physics, Gronostajowa 2, 30-387 Krakow, Poland.
| |
Collapse
|
2
|
Gavade A, Nagraj AK, Patel R, Pais R, Dhanure P, Scheele J, Seiz W, Patil J. Understanding the Specific Implications of Amino Acids in the Antibody Development. Protein J 2024; 43:405-424. [PMID: 38724751 DOI: 10.1007/s10930-024-10201-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/21/2024] [Indexed: 06/01/2024]
Abstract
As the demand for immunotherapy to treat and manage cancers, infectious diseases and other disorders grows, a comprehensive understanding of amino acids and their intricate role in antibody engineering has become a prime requirement. Naturally produced antibodies may not have the most suitable amino acids at the complementarity determining regions (CDR) and framework regions, for therapeutic purposes. Therefore, to enhance the binding affinity and therapeutic properties of an antibody, the specific impact of certain amino acids on the antibody's architecture must be thoroughly studied. In antibody engineering, it is crucial to identify the key amino acid residues that significantly contribute to improving antibody properties. Therapeutic antibodies with higher binding affinity and improved functionality can be achieved through modifications or substitutions with highly suitable amino acid residues. Here, we have indicated the frequency of amino acids and their association with the binding free energy in CDRs. The review also analyzes the experimental outcome of two studies that reveal the frequency of amino acids in CDRs and provides their significant correlation between the outcomes. Additionally, it discusses the various bond interactions within the antibody structure and antigen binding. A detailed understanding of these amino acid properties should assist in the analysis of antibody sequences and structures needed for designing and enhancing the overall performance of therapeutic antibodies.
Collapse
Affiliation(s)
- Akshata Gavade
- Innoplexus Consulting Services Pvt Ltd, 7Th Floor, Midas Tower, Hinjawadi, Pune, Maharashtra, 411057, India
| | - Anil Kumar Nagraj
- Innoplexus Consulting Services Pvt Ltd, 7Th Floor, Midas Tower, Hinjawadi, Pune, Maharashtra, 411057, India
| | - Riya Patel
- Innoplexus Consulting Services Pvt Ltd, 7Th Floor, Midas Tower, Hinjawadi, Pune, Maharashtra, 411057, India
| | - Roylan Pais
- Innoplexus Consulting Services Pvt Ltd, 7Th Floor, Midas Tower, Hinjawadi, Pune, Maharashtra, 411057, India
| | - Pratiksha Dhanure
- Innoplexus Consulting Services Pvt Ltd, 7Th Floor, Midas Tower, Hinjawadi, Pune, Maharashtra, 411057, India
| | | | | | - Jaspal Patil
- Innoplexus Consulting Services Pvt Ltd, 7Th Floor, Midas Tower, Hinjawadi, Pune, Maharashtra, 411057, India.
| |
Collapse
|
3
|
Li M, Wu A, Li L, Li Z, Zang H. Three Stages of Dynamic Assembly Process of Dipeptide-Based Supramolecular Gel Revealed by In Situ Infrared Spectroscopy. ACS Biomater Sci Eng 2024; 10:863-874. [PMID: 38240580 DOI: 10.1021/acsbiomaterials.3c01609] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/13/2024]
Abstract
The exploration of short peptide-based assembly is vital for understanding protein-misfolding-associated diseases and seeking strategies to attenuate aggregate formation. While, the molecular mechanism of their structural evolution remains poorly studied in view of the dynamic and unpredictable assembly process. Herein, infrared (IR) spectroscopy, which serves as an in situ and real-time analytical technique, was intelligently employed to investigate the mechanism of phase transition and aggregate formation during the dynamic assembly process of diphenylalanine. Combined with other spectroscopy and electron microscopy technologies, three stages of gel formation and the main driving forces in different stages were revealed. A variety of stoichiometric methods such as continuous wavelet transform, principal component analysis, and two-dimensional correlation spectroscopy techniques were conducted to analyze the original time-dependent IR spectra to obtain detailed information on the changes in the amide bands and hydration layer. The microenvironment of hydrogen bonding among amide bands was significantly changed with the addition of pyridine derivatives, resulting in great differences in the properties of co-assembled gels. This work not only provides a universal analytical way to reveal the dynamic assembly process of dipeptide-based supramolecular gel but also expands their applications in supramolecular regulation and high-throughput screens in situ.
Collapse
Affiliation(s)
- Meiqi Li
- NMPA Key Laboratory for Technology Research and Evaluation of Drug Products, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250012, China
| | - Aoli Wu
- NMPA Key Laboratory for Technology Research and Evaluation of Drug Products, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250012, China
| | - Lian Li
- NMPA Key Laboratory for Technology Research and Evaluation of Drug Products, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250012, China
| | - Zibo Li
- Key Laboratory of Colloid and Interface Chemistry of the Ministry of Education, School of Chemistry and Chemical Engineering, Shandong University, Jinan, Shandong 250100, China
| | - Hengchang Zang
- NMPA Key Laboratory for Technology Research and Evaluation of Drug Products, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250012, China
| |
Collapse
|
4
|
Kollbek K, Jabłoński P, Perzanowski M, Święch D, Sikora M, Słowik G, Marzec M, Gajewska M, Paluszkiewicz C, Przybylski M. Inert gas condensation made bimetallic FeCu nanoparticles – plasmonic response and magnetic ordering. JOURNAL OF MATERIALS CHEMISTRY C 2024; 12:2593-2605. [DOI: 10.1039/d3tc02630b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2024]
Abstract
Bimetallic FeCu nanoparticles of narrow size distribution produced by inert gas condensation (IGC) technique exhibit functional plasmonic and magnetic properties and can be considered as a promising system for the development of biosensors.
Collapse
Affiliation(s)
- Kamila Kollbek
- Academic Centre for Materials and Nanotechnology, AGH University of Krakow, Mickiewicza 30, 30-059 Krakow, Poland
| | - Piotr Jabłoński
- Faculty of Materials Science and Ceramics, AGH University of Krakow, Mickiewicza 30, 30-059 Krakow, Poland
| | - Marcin Perzanowski
- Institute of Nuclear Physics, Polish Academy of Sciences, Radzikowskiego 152, 31-342 Krakow, Poland
| | - Dominika Święch
- Faculty of Foundry Engineering, AGH University of Krakow, Mickiewicza 30, 30-059 Krakow, Poland
| | - Marcin Sikora
- Academic Centre for Materials and Nanotechnology, AGH University of Krakow, Mickiewicza 30, 30-059 Krakow, Poland
| | - Grzegorz Słowik
- Department of Chemical Technology, Faculty of Chemistry, Maria Curie-Skłodowska University, 3. Maria-Curie-Skłodowska Sq., 20-031, Lublin, Poland
| | - Mateusz Marzec
- Academic Centre for Materials and Nanotechnology, AGH University of Krakow, Mickiewicza 30, 30-059 Krakow, Poland
| | - Marta Gajewska
- Academic Centre for Materials and Nanotechnology, AGH University of Krakow, Mickiewicza 30, 30-059 Krakow, Poland
| | - Czesława Paluszkiewicz
- Institute of Nuclear Physics, Polish Academy of Sciences, Radzikowskiego 152, 31-342 Krakow, Poland
| | - Marek Przybylski
- Academic Centre for Materials and Nanotechnology, AGH University of Krakow, Mickiewicza 30, 30-059 Krakow, Poland
- Faculty of Physics and Applied Computer Science, AGH University of Krakow, Mickiewicza 30, 30-059 Krakow, Poland
| |
Collapse
|
5
|
Cepero‐Betancourt Y, Tabilo‐Munizaga G, Lemus‐Mondaca R, Pérez‐Won M, Villalobos‐Carvajal R, Moreno‐Osorio L. High pressure impregnation‐assisted drying of abalone (
Haliotis rufescens
) slices: Changes in protein conformation, thermal properties, and microstructure. J FOOD PROCESS PRES 2022. [DOI: 10.1111/jfpp.16924] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Yamira Cepero‐Betancourt
- Departamento de Ingeniería en Alimentos, Facultad de Ciencias de la Salud y de los Alimentos, Universidad del Bío‐Bío, Av. Andrés Bello 720 Chillán Chile
| | - Gipsy Tabilo‐Munizaga
- Departamento de Ingeniería en Alimentos, Facultad de Ciencias de la Salud y de los Alimentos, Universidad del Bío‐Bío, Av. Andrés Bello 720 Chillán Chile
| | - Roberto Lemus‐Mondaca
- Departamento de Ciencia de los Alimentos y Tecnología Química, Facultad de Ciencias Químicas y Farmacéuticas, Universidad de Chile, Av. Dr. Carlos Lorca 964, Independencia Santiago Chile
| | - Mario Pérez‐Won
- Departamento de Ingeniería en Alimentos, Facultad de Ciencias de la Salud y de los Alimentos, Universidad del Bío‐Bío, Av. Andrés Bello 720 Chillán Chile
| | - Ricardo Villalobos‐Carvajal
- Departamento de Ingeniería en Alimentos, Facultad de Ciencias de la Salud y de los Alimentos, Universidad del Bío‐Bío, Av. Andrés Bello 720 Chillán Chile
| | - Luis Moreno‐Osorio
- Departamento de Ciencias Básicas, Universidad del Bío‐Bío, Avda. Andrés Bello 720 Chillán Chile
| |
Collapse
|
6
|
Reflection Absorption Infrared Spectroscopy Characterization of SAM Formation from 8-Mercapto- N-(phenethyl)octanamide Thiols with Phe Ring and Amide Groups. Molecules 2020; 25:molecules25235633. [PMID: 33265984 PMCID: PMC7730404 DOI: 10.3390/molecules25235633] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Revised: 11/20/2020] [Accepted: 11/27/2020] [Indexed: 11/17/2022] Open
Abstract
Multifunctional amide-containing self-assembled monolayers (SAMs) provide prospects for the construction of interfaces with required physicochemical properties and distinctive stability. In this study, we report the synthesis of amide-containing thiols with terminal phenylalanine (Phe) ring functionality (HS(CH2)7CONH(CH2)2C6H5) and the characterization of the formation of SAMs from these thiols on gold by reflection absorption infrared spectroscopy (RAIRS). For reliable assignments of vibrational bands, ring deuterated analogs were synthesized and studied as well. Adsorption time induced changes in Amide-II band frequency and relative intensity of Amide-II/Amide-I bands revealed two-state sigmoidal form dependence with a transition inflection points at 2.2 ± 0.5 and 4.7 ± 0.5 min, respectively. The transition from initial (disordered) to final (hydrogen-bonded, ordered) structure resulted in increased Amide-II frequency from 1548 to 1557 cm-1, which is diagnostic for a strongly hydrogen-bonded amide network in trans conformation. However, the lateral interactions between the alkyl chains were found to be somewhat reduced when compared with well-ordered alkane thiol monolayers.
Collapse
|
7
|
Bulat K, Dybas J, Kaczmarska M, Rygula A, Jasztal A, Szczesny-Malysiak E, Baranska M, Wood BR, Marzec KM. Multimodal detection and analysis of a new type of advanced Heinz body-like aggregate (AHBA) and cytoskeleton deformation in human RBCs. Analyst 2020; 145:1749-1758. [PMID: 31913373 DOI: 10.1039/c9an01707k] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
A new type of aggregate, formed in human red blood cells (RBCs) in response to glutaraldehyde treatment, was discovered and analyzed with the classical and advanced biomolecular imaging techniques. Advanced Heinz body-like aggregates (AHBA) formed in a single human RBC are characterized by a higher level of hemoglobin (Hb) degradation compared to typical Heinz bodies, which consist of hemichromes. The complete destruction of the porphyrin structure of Hb and the aggregation of the degraded proteins in the presence of Fe3+ ions are observed. The presence of such aggregated, highly degraded proteins inside RBCs, without cell membrane destruction, has been never reported before. For the first time the spatial differentiation of two kinds of protein mixtures inside a single RBC, with different phenylalanine (Phe) conformations, is visualized. The non-resonant Raman spectra of altered RBCs with AHBA are characterized by the presence of a strong band located at 1037 cm-1, which confirms that glutaraldehyde interacts strongly with Phe. The shape-shifting of RBCs from a biconcave disk to a spherical structure and sinking of AHBA to the bottom of the cell are observed. Results reveal that the presence of AHBA should be considered when fixing RBCs and indicate the analytical potential of Raman spectroscopy, atomic force microscopy and scanning near-field optical microscopy in AHBA detection and analysis.
Collapse
Affiliation(s)
- Katarzyna Bulat
- Jagiellonian Center for Experimental Therapeutics, Jagiellonian University, 14 Bobrzynskiego Str., 30-348 Krakow, Poland.
| | | | | | | | | | | | | | | | | |
Collapse
|
8
|
Tomar D, Chaudhary S, Jena KC. Self-assembly of l-phenylalanine amino acid: electrostatic induced hindrance of fibril formation. RSC Adv 2019; 9:12596-12605. [PMID: 35515878 PMCID: PMC9063664 DOI: 10.1039/c9ra00268e] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2019] [Accepted: 04/11/2019] [Indexed: 11/21/2022] Open
Abstract
Nanostructure morphology originating from the self-assembly of molecules has attracted substantial attention due to its role in toxic amyloid fibril formation and immense potential in the design and fabrication of novel biomaterials. This study presents the role of intermolecular electrostatic interaction on the self-assembly process of l-phenylalanine (L-Phe) amino acid. We have employed attenuated total reflection Fourier transform infrared spectroscopy to probe the existence of different ionization states of the amino acid in various pH aqueous solutions. The self-assembly process of L-Phe in the aqueous phase is explored by using circular dichroism absorption and nuclear magnetic resonance spectroscopic tools. The observed spectral features have shown the signature of higher order structures and possible perturbation in the π-π stacking aromatic interactions for the cationic and anionic states of the amino acid. Scanning electron microscopy is used to probe the self-assembled morphology of the L-Phe amino acid dried samples prepared from the same pH aqueous solutions. We find that for the case of zwitterionic states the self-assembly nanostructures are dominated by the presence of fibrillar morphology, however interestingly for cationic and anionic states the morphology is dominated by the presence of flakes. Our finding demonstrates the potential influence of intermolecular electrostatic interaction over the aromatic π-π stacking interaction in hindering the fibril formation.
Collapse
Affiliation(s)
- Deepak Tomar
- Department of Physics, Indian Institute of Technology Ropar Rupnagar Punjab-140001 India +91-1881-242166
| | - Shilpi Chaudhary
- Department of Physics, Indian Institute of Technology Ropar Rupnagar Punjab-140001 India +91-1881-242166
| | - Kailash Chandra Jena
- Department of Physics, Indian Institute of Technology Ropar Rupnagar Punjab-140001 India +91-1881-242166
- Center for Biomedical Engineering, Indian Institute of Technology Ropar Rupnagar Punjab-140001 India
| |
Collapse
|
9
|
Shchelokov A, Palko N, Potemkin V, Grishina M, Morozov R, Korina E, Uchaev D, Krivtsov I, Bol'shakov O. Adsorption of Native Amino Acids on Nanocrystalline TiO 2: Physical Chemistry, QSPR, and Theoretical Modeling. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2019; 35:538-550. [PMID: 30554513 DOI: 10.1021/acs.langmuir.8b02007] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
The affinity of biomolecules, such as peptides and proteins, with inorganic surfaces, is a fundamental topic in biotechnology and bionanotechnology. Amino acids are often used as "model" bits of peptides or proteins for studying their properties in different environments and/or developing functional surfaces. Despite great demand for knowledge about amino acid interactions with metal oxide surfaces, studies on the issue represent a fragmentary picture. In this paper, we describe amino acid adsorption on nanocrystalline anatase systematically at uniform conditions. Analysis of the Gibbs free adsorption energy indicated how the aliphatic, aromatic, polar, and charged side chain groups affect the binding affinity of the amino acids. Thermodynamic features of the l-amino acid adsorption receive thorough interpretation with calculated molecular descriptors. Theoretical modeling shows that amino acids complex with TiO2 nanoparticles as zwitterions via ammonium group.
Collapse
Affiliation(s)
| | | | | | | | | | | | | | - Igor Krivtsov
- Department of Chemical and Environmental Engineering , University of Oviedo , 33006 Oviedo , Spain
| | | |
Collapse
|
10
|
Olsztyńska-Janus S, Kiełbowicz Z, Czarnecki MA. ATR-IR study of skin components: Lipids, proteins and water. Part II: Near infrared radiation effect. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2018; 202:93-101. [PMID: 29778711 DOI: 10.1016/j.saa.2018.05.036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/03/2018] [Revised: 05/06/2018] [Accepted: 05/09/2018] [Indexed: 06/08/2023]
Abstract
Near infrared (NIR) radiation has been widely used in medicine and biomedical engineering. In spite of numerous studies the molecular mechanism of NIR radiation on biological systems has not been established as yet. The objective of this work was examination of the effect of NIR irradiation on the skin components. Modifications of lipid organization after NIR exposure vs. temperature (from 20 to 90 °C) have been investigated using Attenuated Total Reflectance Infrared (ATR-IR) spectroscopy. This work is a continuation of our previous studies on the temperature effect on skin components [1]. After NIR exposure a temperature shift of the phase transition from the orthorhombic to hexagonal packing (≈40 °C) has been observed. In contrast, the second phase transition temperature (≈70 °C) is almost invariable. The phase transitions in lipids were correlated with modifications of the structure of water and proteins. To our knowledge, for the first time the temperatures of the phase transitions after NIR exposure were investigated.
Collapse
Affiliation(s)
- S Olsztyńska-Janus
- Department of Biomedical Engineering, Wrocław University of Science and Technology, pl. Grunwaldzki 13, 50-370 Wroclaw, Poland.
| | - Z Kiełbowicz
- Department of Surgery the Faculty of Veterinary Medicine, Wrocław University of Environmental and Life Sciences, pl. Grunwaldzki 51, 50-366 Wrocław, Poland
| | - M A Czarnecki
- Faculty of Chemistry, University of Wrocław, F. Joliot-Curie 14, 50-383 Wrocław, Poland
| |
Collapse
|
11
|
Momenpour A, Lima PDA, Chen YA, Tzeng CR, Tsang BK, Anis H. Surface-enhanced Raman scattering for the detection of polycystic ovary syndrome. BIOMEDICAL OPTICS EXPRESS 2018; 9:801-817. [PMID: 29552414 PMCID: PMC5854080 DOI: 10.1364/boe.9.000801] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/20/2017] [Revised: 12/13/2017] [Accepted: 12/18/2017] [Indexed: 05/09/2023]
Abstract
Polycystic ovary syndrome (PCOS) is a multi-factorial heterogeneous syndrome that affects many women of reproductive age. This work demonstrates how the surface-enhanced Raman scattering (SERS) technique can be used to differentiate between PCOS and non-PCOS patients. We determine that the use of SERS, in conjunction with partial least squares (PLS) and principal component analysis (PCA), allows us to detect PCOS in patient samples. Although the role of chemerin in the pathogenesis of PCOS patients is not clear, this work enables us to measure their chemerin levels using the PLS regression method.
Collapse
Affiliation(s)
- Ali Momenpour
- School of Electrical Engineering and Computer Science, University of Ottawa, Ottawa, Ontario, K1N 6N5, Canada
- Equal contribution
| | - Patrícia D A Lima
- Department of Obstetrics & Gynecology and Cellular & Molecular Medicine, University of Ottawa, Chronic Diseases Program, Ottawa Hospital Research Institute, Ottawa, Ontario K1H 8L6, Canada
- Equal contribution
| | - Yi-An Chen
- Center for Reproductive Medicine, Taipei Medical University Hospital, Taipei, Taiwan
| | - Chii-Ruey Tzeng
- Center for Reproductive Medicine, Taipei Medical University Hospital, Taipei, Taiwan
| | - Benjamin K Tsang
- Department of Obstetrics & Gynecology and Cellular & Molecular Medicine, University of Ottawa, Chronic Diseases Program, Ottawa Hospital Research Institute, Ottawa, Ontario K1H 8L6, Canada
- State Key Laboratory of Quality Research in Chinese Medicine, Macau Institute for Applied Research in Medicine and Health, Macau University of Science and Technology, Avenida Wai Long, Taipa, Macau, China
- Correspondence:
| | - Hanan Anis
- School of Electrical Engineering and Computer Science, University of Ottawa, Ottawa, Ontario, K1N 6N5, Canada
- Correspondence:
| |
Collapse
|
12
|
Olsztyńska-Janus S, Pietruszka A, Kiełbowicz Z, Czarnecki MA. ATR-IR study of skin components: Lipids, proteins and water. Part I: Temperature effect. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2018; 188:37-49. [PMID: 28689077 DOI: 10.1016/j.saa.2017.07.001] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/06/2017] [Revised: 06/30/2017] [Accepted: 07/01/2017] [Indexed: 06/07/2023]
Abstract
In this work we report the studies of the effect of temperature on skin components, such as lipids, proteins and water. Modifications of lipids structure induced by increasing temperature (from 20 to 90°C) have been studied using ATR-IR (Attenuated Total Reflectance Infrared) spectroscopy, which is a powerful tool for characterization of the molecular structure and properties of tissues, such as skin. Due to the small depth of penetration (0.6-5.6μm), ATR-IR spectroscopy probes only the outermost layer of the skin, i.e. the stratum corneum (SC). The assignment of main spectral features of skin components allows for the determination of phase transitions from the temperature dependencies of band intensities [e.g. νas(CH2) and νs(CH2)]. The phase transitions were determined by using two methods: the first one was based on the first derivative of the Boltzmann function and the second one employed tangent lines of sigmoidal, aforementioned dependencies. The phase transitions in lipids were correlated with modifications of the structure of water and proteins.
Collapse
Affiliation(s)
- S Olsztyńska-Janus
- Department of Biomedical Engineering, Wrocław University of Science and Technology, pl. Grunwaldzki 13, 50-370 Wrocław, Poland.
| | - A Pietruszka
- Department of Biomedical Engineering, Wrocław University of Science and Technology, pl. Grunwaldzki 13, 50-370 Wrocław, Poland
| | - Z Kiełbowicz
- Department of Surgery the Faculty of Veterinary Medicine, Wrocław University of Environmental and Life Sciences, pl. Grunwaldzki 51, 50-366 Wrocław, Poland
| | - M A Czarnecki
- Faculty of Chemistry, University of Wrocław, F. Joliot-Curie 14, 50-383 Wrocław, Poland
| |
Collapse
|
13
|
Mossou E, Teixeira SCM, Mitchell EP, Mason SA, Adler-Abramovich L, Gazit E, Forsyth VT. The self-assembling zwitterionic form ofL-phenylalanine at neutral pH. ACTA CRYSTALLOGRAPHICA SECTION C-STRUCTURAL CHEMISTRY 2014; 70:326-31. [DOI: 10.1107/s2053229614002563] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/18/2013] [Accepted: 02/04/2014] [Indexed: 11/11/2022]
Abstract
The title zwitterion (2S)-2-azaniumyl-1-hydroxy-3-phenylpropan-1-olate, C9H11NO2, also known as L-phenylalanine, was characterized using synchrotron X-rays. It crystallized in the monoclinic space groupP21with four molecules in the asymmetric unit. The 0.62 Å resolution structure is assumed to be closely related to the fibrillar form of phenylalanine, as observed by electron microscopy and electron diffraction. The structure exists in a zwitterionic form in which π–π stacking and hydrogen-bonding interactions are believed to form the basis of the self-assembling properties.
Collapse
|
14
|
Therapeutic implication of L-phenylalanine aggregation mechanism and its modulation by D-phenylalanine in phenylketonuria. Sci Rep 2014; 4:3875. [PMID: 24464217 PMCID: PMC3902384 DOI: 10.1038/srep03875] [Citation(s) in RCA: 70] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2013] [Accepted: 01/06/2014] [Indexed: 12/12/2022] Open
Abstract
Self-assembly of phenylalanine is linked to amyloid formation toxicity in phenylketonuria disease. We are demonstrating that L-phenylalanine self-assembles to amyloid fibrils at varying experimental conditions and transforms to a gel state at saturated concentration. Biophysical methods including nuclear magnetic resonance, resistance by alpha-phenylglycine to fibril formation and preference of protected phenylalanine to self-assemble show that this behaviour of L-phenylalanine is governed mainly by hydrophobic interactions. Interestingly, D-phenylalanine arrests the fibre formation by L-phenylalanine and gives rise to flakes. These flakes do not propagate further and prevent fibre formation by L-phenylalanine. This suggests the use of D-phenylalanine as modulator of L-phenylalanine amyloid formation and may qualify as a therapeutic molecule in phenylketonuria.
Collapse
|
15
|
Griffith EC, Vaida V. Ionization state of l-Phenylalanine at the Air–Water Interface. J Am Chem Soc 2013; 135:710-6. [DOI: 10.1021/ja308089n] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Affiliation(s)
- Elizabeth C. Griffith
- Department of Chemistry and Biochemistry
and CIRES, University of Colorado, UCB
215, Boulder, Colorado
80309, United States
| | - Veronica Vaida
- Department of Chemistry and Biochemistry
and CIRES, University of Colorado, UCB
215, Boulder, Colorado
80309, United States
| |
Collapse
|
16
|
Conformational changes of l-phenylalanine induced by near infrared radiation. ATR-FTIR studies. Struct Chem 2012. [DOI: 10.1007/s11224-012-0061-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
|
17
|
Halvorson RA, Leng W, Vikesland PJ. Differentiation of Microcystin, Nodularin, and Their Component Amino Acids by Drop-Coating Deposition Raman Spectroscopy. Anal Chem 2011; 83:9273-80. [DOI: 10.1021/ac201617g] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Rebecca A. Halvorson
- Department of Civil and Environmental Engineering and Institute of Critical Technology and Applied Science, Virginia Tech, 418 Durham Hall, Blacksburg, Virginia 24060-0246, United States
| | - Weinan Leng
- Department of Civil and Environmental Engineering and Institute of Critical Technology and Applied Science, Virginia Tech, 418 Durham Hall, Blacksburg, Virginia 24060-0246, United States
| | - Peter J. Vikesland
- Department of Civil and Environmental Engineering and Institute of Critical Technology and Applied Science, Virginia Tech, 418 Durham Hall, Blacksburg, Virginia 24060-0246, United States
| |
Collapse
|
18
|
Barkleit A, Foerstendorf H, Heim K, Sachs S, Bernhard G. Complex formation of uranium(VI) with L-phenylalanine and 3-phenylpropionic acid studied by attenuated total reflection Fourier transform infrared spectroscopy. APPLIED SPECTROSCOPY 2008; 62:798-802. [PMID: 18935831 DOI: 10.1366/000370208784909607] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
Uranyl complexes with phenylalanine and the analogous ligand phenylpropionate were investigated in aqueous solution by attenuated total reflection (ATR) Fourier transform infrared (FT-IR) spectroscopy. The assignment of the observed bands to vibrational modes was accomplished using spectra of the pure ligands recorded at different pH values and spectra of the 15N labeled analogous compounds of the amino acid. The results presented in this work provide a detailed description of the binding states of the uranyl complexes in solution. A bidentate binding of the carboxylate group to the actinide ion was observed by the characteristic shifts of the carboxylate modes. From the spectra the presence of the protonated amino group in the actinide complex can be derived. Due to these findings, contributions of the amino group to the binding to the uranyl ion in the amino acid complex can be ruled out.
Collapse
Affiliation(s)
- Astrid Barkleit
- Forschungszentrum Dresden-Rossendorf, Institute of Radiochemistry, 01314 Dresden, Germany.
| | | | | | | | | |
Collapse
|