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De Santis E, Faruqui N, Russell CT, Noble JE, Kepiro IE, Hammond K, Tsalenchuk M, Ryadnov EM, Wolna M, Frogley MD, Price CJ, Barbaric I, Cinque G, Ryadnov MG. Hyperspectral Mapping of Human Primary and Stem Cells at Cell-Matrix Interfaces. ACS APPLIED MATERIALS & INTERFACES 2024; 16:2154-2165. [PMID: 38181419 DOI: 10.1021/acsami.3c17113] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/07/2024]
Abstract
Extracellular matrices interface with cells to promote cell growth and tissue development. Given this critical role, matrix mimetics are introduced to enable biomedical materials ranging from tissue engineering scaffolds and tumor models to organoids for drug screening and implant surface coatings. Traditional microscopy methods are used to evaluate such materials in their ability to support exploitable cell responses, which are expressed in changes in cell proliferation rates and morphology. However, the physical imaging methods do not capture the chemistry of cells at cell-matrix interfaces. Herein, we report hyperspectral imaging to map the chemistry of human primary and embryonic stem cells grown on matrix materials, both native and artificial. We provide the statistical analysis of changes in lipid and protein content of the cells obtained from infrared spectral maps to conclude matrix morphologies as a major determinant of biochemical cell responses. The study demonstrates an effective methodology for evaluating bespoke matrix materials directly at cell-matrix interfaces.
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Affiliation(s)
| | - Nilofar Faruqui
- National Physical Laboratory, Hampton Road, Teddington TW11 0LW, U.K
| | - Craig T Russell
- EMBL-EBI, Wellcome Genome Campus, Hinxton, Cambridgeshire CB10 1SD, U.K
| | - James E Noble
- National Physical Laboratory, Hampton Road, Teddington TW11 0LW, U.K
| | - Ibolya E Kepiro
- National Physical Laboratory, Hampton Road, Teddington TW11 0LW, U.K
| | - Katharine Hammond
- National Physical Laboratory, Hampton Road, Teddington TW11 0LW, U.K
| | - Maria Tsalenchuk
- UK Dementia Research Institute, Imperial College London, London W12 0BZ, U.K
| | - Eugeni M Ryadnov
- Institute of Neurology, University College London, Queen Square, London WC1N 3BG, U.K
| | - Magda Wolna
- Diamond Light Source Ltd., Chilton-Didcot, Oxfordshire OX11 0DE, U.K
| | - Mark D Frogley
- Diamond Light Source Ltd., Chilton-Didcot, Oxfordshire OX11 0DE, U.K
| | | | - Ivana Barbaric
- School of Biosciences, University of Sheffield, Sheffield S10 2TN, U.K
| | - Gianfelice Cinque
- Diamond Light Source Ltd., Chilton-Didcot, Oxfordshire OX11 0DE, U.K
| | - Maxim G Ryadnov
- National Physical Laboratory, Hampton Road, Teddington TW11 0LW, U.K
- Department of Physics, King's College London, London WC2R 2LS, U.K
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Hartnell D, Hollings A, Ranieri AM, Lamichhane HB, Becker T, Sylvain NJ, Hou H, Pushie MJ, Watkin E, Bambery KR, Tobin MJ, Kelly ME, Massi M, Vongsvivut J, Hackett MJ. Mapping sub-cellular protein aggregates and lipid inclusions using synchrotron ATR-FTIR microspectroscopy. Analyst 2021; 146:3516-3525. [PMID: 33881057 DOI: 10.1039/d1an00136a] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Visualising direct biochemical markers of cell physiology and disease pathology at the sub-cellular level is an ongoing challenge in the biological sciences. A suite of microscopies exists to either visualise sub-cellular architecture or to indirectly view biochemical markers (e.g. histochemistry), but further technique developments and innovations are required to increase the range of biochemical parameters that can be imaged directly, in situ, within cells and tissue. Here, we report our continued advancements in the application of synchrotron radiation attenuated total reflectance Fourier transform infrared (SR-ATR-FTIR) microspectroscopy to study sub-cellular biochemistry. Our recent applications demonstrate the much needed capability to map or image directly sub-cellular protein aggregates within degenerating neurons as well as lipid inclusions within bacterial cells. We also characterise the effect of spectral acquisition parameters on speed of data collection and the associated trade-offs between a realistic experimental time frame and spectral/image quality. Specifically, the study highlights that the choice of 8 cm-1 spectral resolutions provide a suitable trade-off between spectral quality and collection time, enabling identification of important spectroscopic markers, while increasing image acquisition by ∼30% (relative to 4 cm-1 spectral resolution). Further, this study explores coupling a focal plane array detector with SR-ATR-FTIR, revealing a modest time improvement in image acquisition time (factor of 2.8). Such information continues to lay the foundation for these spectroscopic methods to be readily available for, and adopted by, the biological science community to facilitate new interdisciplinary endeavours to unravel complex biochemical questions and expand emerging areas of study.
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Affiliation(s)
- David Hartnell
- School of Molecular and Life Sciences, Curtin University, Bentley, 6845, Western Australia. and Curtin Health Innovation Research Institute, Curtin University, Bentley, 6102, Western Australia
| | - Ashley Hollings
- School of Molecular and Life Sciences, Curtin University, Bentley, 6845, Western Australia. and Curtin Health Innovation Research Institute, Curtin University, Bentley, 6102, Western Australia
| | - Anna Maria Ranieri
- School of Molecular and Life Sciences, Curtin University, Bentley, 6845, Western Australia.
| | - Hum Bahadur Lamichhane
- School of Molecular and Life Sciences, Curtin University, Bentley, 6845, Western Australia.
| | - Thomas Becker
- School of Molecular and Life Sciences, Curtin University, Bentley, 6845, Western Australia.
| | - Nicole J Sylvain
- Division of Neurosurgery, Department of Surgery, College of Medicine, University of Saskatchewan, Saskatoon, Canada S7N 5E5
| | - Huishu Hou
- Division of Neurosurgery, Department of Surgery, College of Medicine, University of Saskatchewan, Saskatoon, Canada S7N 5E5
| | - M Jake Pushie
- Division of Neurosurgery, Department of Surgery, College of Medicine, University of Saskatchewan, Saskatoon, Canada S7N 5E5
| | - Elizabeth Watkin
- Curtin Medical School, Curtin University, Bentley, Western Australia 6845
| | - Keith R Bambery
- ANSTO - Australian Synchrotron, 800 Blackburn Road, Clayton, Victoria, 3168, Australia
| | - Mark J Tobin
- ANSTO - Australian Synchrotron, 800 Blackburn Road, Clayton, Victoria, 3168, Australia
| | - Michael E Kelly
- Division of Neurosurgery, Department of Surgery, College of Medicine, University of Saskatchewan, Saskatoon, Canada S7N 5E5
| | - Massimiliano Massi
- School of Molecular and Life Sciences, Curtin University, Bentley, 6845, Western Australia.
| | - Jitraporn Vongsvivut
- ANSTO - Australian Synchrotron, 800 Blackburn Road, Clayton, Victoria, 3168, Australia
| | - Mark J Hackett
- School of Molecular and Life Sciences, Curtin University, Bentley, 6845, Western Australia. and Curtin Health Innovation Research Institute, Curtin University, Bentley, 6102, Western Australia
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Nallala J, Jeynes C, Saunders S, Smart N, Lloyd G, Riley L, Salmon D, Stone N. Characterization of colorectal mucus using infrared spectroscopy: a potential target for bowel cancer screening and diagnosis. J Transl Med 2020; 100:1102-1110. [PMID: 32203151 PMCID: PMC7374084 DOI: 10.1038/s41374-020-0418-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2020] [Revised: 03/10/2020] [Accepted: 03/10/2020] [Indexed: 12/27/2022] Open
Abstract
Biological materials presenting early signs of cancer would be beneficial for cancer screening/diagnosis. In this respect, the suitability of potentially exploiting mucus in colorectal cancer was tested using infrared spectroscopy in combination with statistical modeling. Twenty-six paraffinized colon tissue biopsy sections containing mucus regions from 20 individuals (10 normal and 16 cancerous) were measured using mid-infrared spectroscopic imaging. A digital de-paraffinization, followed by cluster analysis driven digital color-coded multi-staining segmented the infrared images into various histopathological features such as epithelium, connective tissue, stroma, and mucus regions within the tissue sections. Principal component analysis followed by supervised linear discriminant analysis was carried out on pure mucus and epithelial spectra from normal and cancerous regions of the tissue. For the mucus-based classification, a sensitivity of 96%, a specificity of 83%, and an area under the curve performance of 95% was obtained. For the epithelial tissue-based classification, a sensitivity of 72%, a specificity of 88%, and an area under the curve performance of 89% was obtained. The mucus spectral profiles further showed contributions indicative of glycans including that of sialic acid changes between these pathology groups. The study demonstrates that infrared spectroscopic analysis of mucus discriminates colorectal cancers with high sensitivity. This concept could be exploited to develop screening/diagnostic approaches complementary to histopathology.
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Affiliation(s)
- Jayakrupakar Nallala
- Biomedical Physics, School of Physics and Astronomy, University of Exeter, Exeter, EX4 4QL, UK.
| | - Charles Jeynes
- 0000 0004 1936 8024grid.8391.3Living Systems Institute, University of Exeter, Exeter, EX4 4QD UK
| | - Sarah Saunders
- grid.416118.bCellular Pathology Department, Royal Devon & Exeter Hospital, Exeter, EX2 5AD UK
| | - Neil Smart
- grid.416118.bDepartment of Surgery, Royal Devon and Exeter Hospital, Exeter, EX2 5DW UK
| | - Gavin Lloyd
- 0000 0004 1936 7486grid.6572.6Phenome Centre Birmingham, University of Birmingham, Birmingham, B15 2TT UK
| | - Leah Riley
- grid.416118.bCellular Pathology Department, Royal Devon & Exeter Hospital, Exeter, EX2 5AD UK
| | - Debbie Salmon
- 0000 0004 1936 8024grid.8391.3Biocatalysis Centre, Biosciences, University of Exeter, Exeter, EX4 4QD UK
| | - Nick Stone
- 0000 0004 1936 8024grid.8391.3Biomedical Physics, School of Physics and Astronomy, University of Exeter, Exeter, EX4 4QL UK
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Priprem A, Lee YC, Limphirat W, Tiyaworanant S, Saodaeng K, Chotitumnavee J, Kowtragoon N. Eucalyptus ash alters secondary protein conformation of human grey hair and facilitates anthocyanin dyeing. PLoS One 2018; 13:e0199696. [PMID: 29965982 PMCID: PMC6028099 DOI: 10.1371/journal.pone.0199696] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2017] [Accepted: 06/12/2018] [Indexed: 11/30/2022] Open
Abstract
Wood ashes infused with water have been traditionally used as hair cosmetics, but little or no research has examined the effects of ash on human hair. This study investigated the effect of eucalyptus ash on the structure and morphology of excised human grey hair and its potential use as a pretreatment in natural hair dyeing using anthocyanins extracted from purple cops of Zea mays. Tensile characteristics and surface morphology of ash-pretreated hair was monitored by texture analysis, scanning electron microscopy and atomic force microscopy. The biochemical characteristics of ash-treated hair were analyzed by synchrotron radiation-FTIR and sulfur K-edge X-ray absorption near edge. Dyeing with anthocyanins was analyzed by Lab color scale and adsorption of anthocyanins. Ash-treated hair was elastically and plastically deformed with microscopic alterations to the ridges of the cuticle cells, similar to ammonia-treated hair. The ash extract significantly changed the relative proportion of alpha-helices in the cuticle and cortex layers (p < 0.05), but did not affect the interaction of S-bonds with neighboring atoms (p > 0.05). Ash-treated hair showed significantly enhanced adsorption of anthocyanins (p < 0.05) which changed the color of the grey hair. The alteration of secondary proteins in the cuticle and cortex layers of the grey hair by ash extract pre-treatment, enhanced anthocyanin adsorption. The eucalyptus ash could potentially be useful as a natural hair dyeing pre-treatment.
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Affiliation(s)
- Aroonsri Priprem
- Department of Pharmaceutical Technology, Faculty of Pharmaceutical Science, Khon Kaen University, Muang, Khon Kaen, Thailand
| | - Yao-Chang Lee
- National Synchrotron Radiation Research Center, Hsinchu City, Taiwan, Republic of China
| | - Wanwisa Limphirat
- National Synchrotron Research Institute of Thailand, Muang, Nakornratchasima, Thailand
| | - Suppachai Tiyaworanant
- Department of Pharmacognosy and Toxicology, Faculty of Pharmaceutical Science, Khon Kaen University, Muang, Khon Kaen, Thailand
| | - Kedsarin Saodaeng
- Postgraduate program, Master degree in Pharmaceutical Chemistry and Natural Products, Graduate School, Khon Kaen University, Muang, Khon Kaen, Thailand
| | - Jiranan Chotitumnavee
- Undergraduate program in Doctor of Pharmacy, Faculty of Pharmaceutical Science, Khon Kaen University, Muang, Khon Kaen, Thailand
| | - Nuttanunth Kowtragoon
- Undergraduate program in Doctor of Pharmacy, Faculty of Pharmaceutical Science, Khon Kaen University, Muang, Khon Kaen, Thailand
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Clemens G, Hands JR, Dorling KM, Baker MJ. Vibrational spectroscopic methods for cytology and cellular research. Analyst 2015; 139:4411-44. [PMID: 25028699 DOI: 10.1039/c4an00636d] [Citation(s) in RCA: 65] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
The use of vibrational spectroscopy, FTIR and Raman, for cytology and cellular research has the potential to revolutionise the approach to cellular analysis. Vibrational spectroscopy is non-destructive, simple to operate and provides direct information. Importantly it does not require expensive exogenous labels that may affect the chemistry of the cell under analysis. In addition, the advent of spectroscopic microscopes provides the ability to image cells and acquire spectra with a subcellular resolution. This introductory review focuses on recent developments within this fast paced field and highlights potential for the future use of FTIR and Raman spectroscopy. We particularly focus on the development of live cell research and the new technologies and methodologies that have enabled this.
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Affiliation(s)
- Graeme Clemens
- Centre for Materials Science, Division of Chemistry, University of Central Lancashire, Preston, Lancashire PR1 2HE, UK.
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