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V. D. dos Santos AC, Hondl N, Ramos-Garcia V, Kuligowski J, Lendl B, Ramer G. AFM-IR for Nanoscale Chemical Characterization in Life Sciences: Recent Developments and Future Directions. ACS MEASUREMENT SCIENCE AU 2023; 3:301-314. [PMID: 37868358 PMCID: PMC10588935 DOI: 10.1021/acsmeasuresciau.3c00010] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 05/30/2023] [Accepted: 05/30/2023] [Indexed: 10/24/2023]
Abstract
Despite the ubiquitous absorption of mid-infrared (IR) radiation by virtually all molecules that belong to the major biomolecules groups (proteins, lipids, carbohydrates, nucleic acids), the application of conventional IR microscopy to the life sciences remained somewhat limited, due to the restrictions on spatial resolution imposed by the diffraction limit (in the order of several micrometers). This issue is addressed by AFM-IR, a scanning probe-based technique that allows for chemical analysis at the nanoscale with resolutions down to 10 nm and thus has the potential to contribute to the investigation of nano and microscale biological processes. In this perspective, in addition to a concise description of the working principles and operating modes of AFM-IR, we present and evaluate the latest key applications of AFM-IR to the life sciences, summarizing what the technique has to offer to this field. Furthermore, we discuss the most relevant current limitations and point out potential future developments and areas for further application for fruitful interdisciplinary collaboration.
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Affiliation(s)
| | - Nikolaus Hondl
- Institute
of Chemical Technologies and Analytics, TU Wien, Getreidemarkt 9, 1060 Vienna, Austria
| | - Victoria Ramos-Garcia
- Health
Research Institute La Fe, Avenida Fernando Abril Martorell 106, 46026 Valencia, Spain
| | - Julia Kuligowski
- Health
Research Institute La Fe, Avenida Fernando Abril Martorell 106, 46026 Valencia, Spain
| | - Bernhard Lendl
- Institute
of Chemical Technologies and Analytics, TU Wien, Getreidemarkt 9, 1060 Vienna, Austria
| | - Georg Ramer
- Institute
of Chemical Technologies and Analytics, TU Wien, Getreidemarkt 9, 1060 Vienna, Austria
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2
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V. D. dos Santos AC, Tranchida D, Lendl B, Ramer G. Nanoscale chemical characterization of a post-consumer recycled polyolefin blend using tapping mode AFM-IR. Analyst 2022; 147:3741-3747. [DOI: 10.1039/d2an00823h] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Tapping mode AFM-IR reveals the presence of contaminants, PP inclusions within the PE phase, and EPR rubber at the interphase between PP and PE in a real-world polyolefin recyclate.
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Affiliation(s)
| | | | - Bernhard Lendl
- Institute of Chemical Technologies and Analytics, TU Wien, 1060 Vienna, Austria
| | - Georg Ramer
- Institute of Chemical Technologies and Analytics, TU Wien, 1060 Vienna, Austria
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3
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Infrared nanospectroscopy reveals the molecular interaction fingerprint of an aggregation inhibitor with single Aβ42 oligomers. Nat Commun 2021; 12:688. [PMID: 33514697 PMCID: PMC7846799 DOI: 10.1038/s41467-020-20782-0] [Citation(s) in RCA: 44] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Accepted: 12/01/2020] [Indexed: 12/12/2022] Open
Abstract
Significant efforts have been devoted in the last twenty years to developing compounds that can interfere with the aggregation pathways of proteins related to misfolding disorders, including Alzheimer’s and Parkinson’s diseases. However, no disease-modifying drug has become available for clinical use to date for these conditions. One of the main reasons for this failure is the incomplete knowledge of the molecular mechanisms underlying the process by which small molecules interact with protein aggregates and interfere with their aggregation pathways. Here, we leverage the single molecule morphological and chemical sensitivity of infrared nanospectroscopy to provide the first direct measurement of the structure and interaction between single Aβ42 oligomeric and fibrillar species and an aggregation inhibitor, bexarotene, which is able to prevent Aβ42 aggregation in vitro and reverses its neurotoxicity in cell and animal models of Alzheimer’s disease. Our results demonstrate that the carboxyl group of this compound interacts with Aβ42 aggregates through a single hydrogen bond. These results establish infrared nanospectroscopy as a powerful tool in structure-based drug discovery for protein misfolding diseases. Our understanding of the molecular mechanisms underlying pathological protein aggregation remains incomplete. Here, single molecule infrared nanospectroscopy (AFM-IR) offers insight into the structure of Aβ42 oligomeric and fibrillar species and their interaction with an aggregation inhibitor, paving the way for single molecule drug discovery studies.
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4
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Kenkel S, Mittal S, Bhargava R. Closed-loop atomic force microscopy-infrared spectroscopic imaging for nanoscale molecular characterization. Nat Commun 2020; 11:3225. [PMID: 32591515 PMCID: PMC7320136 DOI: 10.1038/s41467-020-17043-5] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2019] [Accepted: 05/28/2020] [Indexed: 01/15/2023] Open
Abstract
Atomic force microscopy-infrared (AFM-IR) spectroscopic imaging offers non-perturbative, molecular contrast for nanoscale characterization. The need to mitigate measurement artifacts and enhance sensitivity, however, requires narrowly-defined and strict sample preparation protocols. This limits reliable and facile characterization; for example, when using common substrates such as Silicon or glass. Here, we demonstrate a closed-loop (CL) piezo controller design for responsivity-corrected AFM-IR imaging. Instead of the usual mode of recording cantilever deflection driven by sample expansion, the principle of our approach is to maintain a zero amplitude harmonic cantilever deflection by CL control of a subsample piezo. We show that the piezo voltage used to maintain a null deflection provides a reliable measure of the local IR absorption with significantly reduced noise. A complete analytical description of the CL operation and characterization of the controller for achieving robust performance are presented. Accurate measurement of IR absorption of nanothin PMMA films on glass and Silicon validates the robust capability of CL AFM-IR in routine mapping of nanoscale molecular information.
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Affiliation(s)
- Seth Kenkel
- Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana Champaign, Urbana, IL, 61801, USA.,Department of Mechanical Engineering, University of Illinois at Urbana Champaign, Urbana, IL, 61801, USA
| | - Shachi Mittal
- Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana Champaign, Urbana, IL, 61801, USA
| | - Rohit Bhargava
- Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana Champaign, Urbana, IL, 61801, USA. .,Department of Mechanical Engineering, University of Illinois at Urbana Champaign, Urbana, IL, 61801, USA. .,Cancer Center at Illinois and the Departments Chemical and Biomolecular Engineering, Bioengineering, Electrical and Computer Engineering, and Chemistry, University of Illinois at Urbana-Champaign, Urbana, IL, 61801, USA.
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5
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Ruggeri FS, Mannini B, Schmid R, Vendruscolo M, Knowles TPJ. Single molecule secondary structure determination of proteins through infrared absorption nanospectroscopy. Nat Commun 2020; 11:2945. [PMID: 32522983 PMCID: PMC7287102 DOI: 10.1038/s41467-020-16728-1] [Citation(s) in RCA: 79] [Impact Index Per Article: 19.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2019] [Accepted: 05/11/2020] [Indexed: 12/21/2022] Open
Abstract
The chemical and structural properties of biomolecules determine their interactions, and thus their functions, in a wide variety of biochemical processes. Innovative imaging methods have been developed to characterise biomolecular structures down to the angstrom level. However, acquiring vibrational absorption spectra at the single molecule level, a benchmark for bulk sample characterization, has remained elusive. Here, we introduce off-resonance, low power and short pulse infrared nanospectroscopy (ORS-nanoIR) to allow the acquisition of infrared absorption spectra and chemical maps at the single molecule level, at high throughput on a second timescale and with a high signal-to-noise ratio (~10-20). This high sensitivity enables the accurate determination of the secondary structure of single protein molecules with over a million-fold lower mass than conventional bulk vibrational spectroscopy. These results pave the way to probe directly the chemical and structural properties of individual biomolecules, as well as their interactions, in a broad range of chemical and biological systems.
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Affiliation(s)
| | - Benedetta Mannini
- Department of Chemistry, University of Cambridge, Cambridge, CB2 1EW, UK
| | - Roman Schmid
- Department of Chemistry, University of Cambridge, Cambridge, CB2 1EW, UK
| | | | - Tuomas P J Knowles
- Department of Chemistry, University of Cambridge, Cambridge, CB2 1EW, UK.
- Cavendish Laboratory, University of Cambridge, Cambridge, CB3 0HE, UK.
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6
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A Quantum Cascade Laser-Based Multi-Gas Sensor for Ambient Air Monitoring. SENSORS 2020; 20:s20071850. [PMID: 32225096 PMCID: PMC7181263 DOI: 10.3390/s20071850] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Revised: 03/20/2020] [Accepted: 03/25/2020] [Indexed: 12/24/2022]
Abstract
A quantum cascade laser-based sensor for ambient air monitoring is presented and five gases, affecting the air quality, can be quantified. The light sources are selected to measure CO, NO, NO2, N2O and SO2. The footprint of the measurement setup is designed to fit in two standard 19” rack (48 cm × 65 cm) with 4 height units (18 cm) whereas one is holding the optical components and the other one contains the electronics and data processing unit. The concentrations of the individual analytes are measured using 2f-Wavelength Modulation Spectroscopy (2f-WMS) and a commercially available multipass gas cell defines the optical path. In addition, CO can also be measured with a dispersion-based technique, which allows one to cover a wider concentration range than 2f-WMS. The performance of this prototype has been evaluated in the lab and detection limits in the range of 1ppbv have been achieved. Finally, the applicability of this prototype for ambient air monitoring is shown in a five-week measurement campaign in cooperation with the Municipal Department for Environmental Protection (MA 22) of Vienna, Austria.
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Weiss VU, Wieland K, Schwaighofer A, Lendl B, Allmaier G. Native Nano-electrospray Differential Mobility Analyzer (nES GEMMA) Enables Size Selection of Liposomal Nanocarriers Combined with Subsequent Direct Spectroscopic Analysis. Anal Chem 2019; 91:3860-3868. [PMID: 30735037 PMCID: PMC6427476 DOI: 10.1021/acs.analchem.8b04252] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
![]()
Gas-phase
electrophoresis employing a nano-electrospray differential
mobility analyzer (nES DMA), aka gas-phase electrophoretic mobility
molecular analyzer (nES GEMMA), enables nanoparticle separation in
the gas-phase according to their surface-dry diameter with number-based
concentration detection. Moreover, particles in the nanometer
size range can be collected after size selection on supporting materials.
It has been shown by subsequent analyses employing orthogonal methods,
for instance, microscopic or antibody-based techniques, that the surface
integrity of collected analytes remains intact. Additionally, native
nES GEMMA demonstrated its applicability for liposome characterization.
Liposomes are nanometer-sized, biodegradable, and rather labile carriers
(nanoobjects) consisting of a lipid bilayer encapsulating an aqueous
lumen. In nutritional and pharmaceutical applications, these vesicles
allow shielded, targeted transport and sustained release of bioactive
cargo material. To date, cargo quantification is based on bulk measurements
after bilayer rupture. In this context, we now compare capillary electrophoresis
and spectroscopic characterization of vesicles in solution (bulk measurements)
to the possibility of spectroscopic investigation of individual, size-separated/collected
liposomes after nES GEMMA. Surface-dried, size-selected vesicles were
collected intact on calcium fluoride (CaF2) substrates
and zinc selenide (ZnSe) prisms, respectively, for subsequent spectroscopic
investigation. Our proof-of-principle study demonstrates that the
off-line hyphenation of gas-phase electrophoresis and confocal Raman
spectroscopy allows detection of isolated, nanometer-sized soft material/objects.
Additionally, atomic force microscopy-infrared spectroscopy (AFM-IR)
as an advanced spectroscopic system was employed to access molecule-specific
information with nanoscale lateral resolution. The off-line hyphenation
of nES GEMMA and AFM-IR is introduced to enable chemical imaging of
single, i.e., individual, liposome particles.
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Affiliation(s)
- Victor U Weiss
- Institute of Chemical Technologies and Analytics , Vienna University of Technology (TU Wien) , A-1060 Vienna , Austria
| | - Karin Wieland
- Institute of Chemical Technologies and Analytics , Vienna University of Technology (TU Wien) , A-1060 Vienna , Austria
| | - Andreas Schwaighofer
- Institute of Chemical Technologies and Analytics , Vienna University of Technology (TU Wien) , A-1060 Vienna , Austria
| | - Bernhard Lendl
- Institute of Chemical Technologies and Analytics , Vienna University of Technology (TU Wien) , A-1060 Vienna , Austria
| | - Guenter Allmaier
- Institute of Chemical Technologies and Analytics , Vienna University of Technology (TU Wien) , A-1060 Vienna , Austria
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8
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Wieland K, Ramer G, Weiss VU, Allmaier G, Lendl B, Centrone A. Nanoscale Chemical Imaging of Individual, Chemotherapeutic Cytarabine-loaded Liposomal Nanocarriers. NANO RESEARCH 2019; 12:10.1007/s12274-018-2202-x. [PMID: 31275527 PMCID: PMC6604632 DOI: 10.1007/s12274-018-2202-x] [Citation(s) in RCA: 48] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/29/2018] [Revised: 05/30/2018] [Accepted: 09/12/2018] [Indexed: 05/05/2023]
Abstract
Dosage of chemotherapeutic drugs is a tradeoff between efficacy and side-effects. Liposomes are nanocarriers that increase therapy efficacy and minimize side-effects by delivering otherwise difficult to administer therapeutics with improved efficiency and selectivity. Still, variabilities in liposome preparation require assessing drug encapsulation efficiency at the single liposome level, an information that, for non-fluorescent therapeutic cargos, is inaccessible due to the minute drug load per liposome. Photothermal induced resonance (PTIR) provides nanoscale compositional specificity, up to now, by leveraging an atomic force microscope (AFM) tip contacting the sample to transduce the sample's photothermal expansion. However, on soft samples (e.g. liposomes) PTIR effectiveness is reduced due to the likelihood of tip-induced sample damage and inefficient AFM transduction. Here, individual liposomes loaded with the chemotherapeutic drug cytarabine are deposited intact from suspension via nES-GEMMA (nano-electrospray gas-phase electrophoretic mobility molecular analysis) collection and characterized at the nanoscale with the chemically-sensitive PTIR method. A new tapping-mode PTIR imaging paradigm based on heterodyne detection is shown to be better adapted to measure soft samples, yielding cytarabine distribution in individual liposomes and enabling classification of empty and drug-loaded liposomes. The measurements highlight PTIR capability to detect ≈ 103 cytarabine molecules (≈ 1.7 zmol) label-free and non-destructively.
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Affiliation(s)
- Karin Wieland
- Institute of Chemical Technologies and Analytics. Research Division Environmental, Process Analytics and Sensors, TU Wien, Vienna 1060, Austria
| | - Georg Ramer
- Center for Nanoscale Science and Technology, National Institute of Standards and Technology, Gaithersburg, MD 20899, USA
- Institute for Research in Electronics and Applied Physics, University of Maryland, College Park, MD 20742, USA
| | - Victor U Weiss
- Institute of Chemical Technologies and Analytics. Research Division Instrumental and Imaging Analytical Chemistry, TU Wien, Vienna 1060, Austria
| | - Guenter Allmaier
- Institute of Chemical Technologies and Analytics. Research Division Instrumental and Imaging Analytical Chemistry, TU Wien, Vienna 1060, Austria
| | - Bernhard Lendl
- Institute of Chemical Technologies and Analytics. Research Division Environmental, Process Analytics and Sensors, TU Wien, Vienna 1060, Austria
| | - Andrea Centrone
- Center for Nanoscale Science and Technology, National Institute of Standards and Technology, Gaithersburg, MD 20899, USA
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9
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Dendisová M, Jeništová A, Parchaňská-Kokaislová A, Matějka P, Prokopec V, Švecová M. The use of infrared spectroscopic techniques to characterize nanomaterials and nanostructures: A review. Anal Chim Acta 2018; 1031:1-14. [DOI: 10.1016/j.aca.2018.05.046] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2017] [Revised: 05/15/2018] [Accepted: 05/16/2018] [Indexed: 01/25/2023]
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10
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Ramer G, Ruggeri FS, Levin A, Knowles TPJ, Centrone A. Determination of Polypeptide Conformation with Nanoscale Resolution in Water. ACS NANO 2018; 12:6612-6619. [PMID: 29932670 PMCID: PMC11404133 DOI: 10.1021/acsnano.8b01425] [Citation(s) in RCA: 80] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
The folding and acquisition of proteins native structure is central to all biological processes of life. By contrast, protein misfolding can lead to toxic amyloid aggregates formation, linked to the onset of neurodegenerative disorders. To shed light on the molecular basis of protein function and malfunction, it is crucial to access structural information on single protein assemblies and aggregates under native conditions. Yet, current conformation-sensitive spectroscopic methods lack the spatial resolution and sensitivity necessary for characterizing heterogeneous protein aggregates in solution. To overcome this limitation, here we use photothermal-induced resonance to demonstrate that it is possible to acquire nanoscale infrared spectra in water with high signal-to-noise ratio (SNR). Using this approach, we probe supramolecular aggregates of diphenylalanine, the core recognition module of the Alzheimer's β-amyloid peptide, and its derivative Boc-diphenylalanine. We achieve nanoscale resolved IR spectra and maps in air and water with comparable SNR and lateral resolution, thus enabling accurate identification of the chemical and structural state of morphologically similar networks at the single aggregate ( i. e., fibril) level.
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Affiliation(s)
- Georg Ramer
- Center for Nanoscale Science and Technology , National Institute of Standards and Technology , Gaithersburg , Maryland 20899 , United States
- Institute for Research in Electronics and Applied Physics , University of Maryland , College Park , Maryland 20742 , United States
| | | | - Aviad Levin
- Department of Chemistry , University of Cambridge , Cambridge CB2 1EW , United Kingdom
| | - Tuomas P J Knowles
- Department of Chemistry , University of Cambridge , Cambridge CB2 1EW , United Kingdom
- Cavendish Laboratory, Department of Physics , University of Cambridge , J J Thomson Avenue , Cambridge CB3 0HE , United Kingdom
| | - Andrea Centrone
- Center for Nanoscale Science and Technology , National Institute of Standards and Technology , Gaithersburg , Maryland 20899 , United States
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11
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Kenkel S, Mittal A, Mittal S, Bhargava R. Probe-Sample Interaction-Independent Atomic Force Microscopy-Infrared Spectroscopy: Toward Robust Nanoscale Compositional Mapping. Anal Chem 2018; 90:8845-8855. [PMID: 29939013 PMCID: PMC6361725 DOI: 10.1021/acs.analchem.8b00823] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Nanoscale topological imaging using atomic force microscopy (AFM) combined with infrared (IR) spectroscopy (AFM-IR) is a rapidly emerging modality to record correlated structural and chemical images. Although the expectation is that the spectral data faithfully represents the underlying chemical composition, the sample mechanical properties affect the recorded data (known as the probe-sample-interaction effect). Although experts in the field are aware of this effect, the contribution is not fully understood. Further, when the sample properties are not well-known or when AFM-IR experiments are conducted by nonexperts, there is a chance that these nonmolecular properties may affect analytical measurements in an uncertain manner. Techniques such as resonance-enhanced imaging and normalization of the IR signal using ratios might improve fidelity of recorded data, but they are not universally effective. Here, we provide a fully analytical model that relates cantilever response to the local sample expansion which opens several avenues. We demonstrate a new method for removing probe-sample-interaction effects in AFM-IR images by measuring the cantilever responsivity using a mechanically induced, out-of-plane sample vibration. This method is then applied to model polymers and mammary epithelial cells to show improvements in sensitivity, accuracy, and repeatability for measuring soft matter when compared to the current state of the art (resonance-enhanced operation). Understanding of the sample-dependent cantilever responsivity is an essential addition to AFM-IR imaging if the identification of chemical features at nanoscale resolutions is to be realized for arbitrary samples.
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Affiliation(s)
- Seth Kenkel
- Beckman Institute for Advanced Science and Technology , University of Illinois at Urbana-Champaign , Urbana , Illinois 61801 , United States.,Department of Mechanical Engineering , University of Illinois at Urbana-Champaign , Urbana , Illinois 61801 , United States
| | - Anirudh Mittal
- Beckman Institute for Advanced Science and Technology , University of Illinois at Urbana-Champaign , Urbana , Illinois 61801 , United States.,Department of Bioengineering , University of Illinois at Urbana-Champaign , Urbana , Illinois 61801 , United States
| | - Shachi Mittal
- Beckman Institute for Advanced Science and Technology , University of Illinois at Urbana-Champaign , Urbana , Illinois 61801 , United States.,Department of Bioengineering , University of Illinois at Urbana-Champaign , Urbana , Illinois 61801 , United States
| | - Rohit Bhargava
- Beckman Institute for Advanced Science and Technology , University of Illinois at Urbana-Champaign , Urbana , Illinois 61801 , United States.,Department of Mechanical Engineering , University of Illinois at Urbana-Champaign , Urbana , Illinois 61801 , United States.,Department of Bioengineering , University of Illinois at Urbana-Champaign , Urbana , Illinois 61801 , United States.,Department of Chemical and Biomolecular Engineering, Department of Electrical and Computer Engineering, and Department of Chemistry , University of Illinois at Urbana-Champaign , Urbana , Illinois 61801 , United States
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12
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Choi B, Jeong G, Kim ZH. Infrared Spectroscopy and Imaging at Nanometer Scale. B KOREAN CHEM SOC 2018. [DOI: 10.1002/bkcs.11428] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Boogeon Choi
- Department of Chemistry; Seoul National University; Seoul 08826 South Korea
| | - Gyouil Jeong
- Department of Chemistry; Seoul National University; Seoul 08826 South Korea
| | - Zee Hwan Kim
- Department of Chemistry; Seoul National University; Seoul 08826 South Korea
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13
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Affiliation(s)
- Lifu Xiao
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, Indiana 46556, United States
| | - Zachary D Schultz
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, Indiana 46556, United States
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