1
|
Liu W, Andersson J, Järlebark J, Shaji A, Sha J, Dahlin A. The Electric Field in Solid State Nanopores Causes Dissociation of Strong Biomolecular Interactions. NANO LETTERS 2025. [PMID: 40389804 DOI: 10.1021/acs.nanolett.5c01447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2025]
Abstract
Electrical sensing with nanopores has become a widely used bioanalytical tool. However, it remains unclear if and how the extremely strong electric field generated inside the pores influences biomolecular interactions. Here we show that the field disrupts the strongest known protein-ligand interaction in biology, namely biotin-avidin bonds. Remarkably, the lifetime of the interaction is decreased by at least 4 orders of magnitude. At hundreds of mV, avidin (from egg-white) starts dissociating from biotin-functionalized nanopores over a time scale of minutes even at the maximum bond valency of four. Streptavidin-coated nanoparticles, which form many more bonds, remain bound but exhibit surface mobility due to the field. These results show that nanopore sensors can give very inaccurate results when used for affinity-based detection or biomolecular interaction analysis and that the pore environment should be regarded as potentially invasive for the molecules inside.
Collapse
Affiliation(s)
- Wei Liu
- Jiangsu Key Laboratory for Design and Manufacture of Micro-Nano Biomedical Instruments, School of Mechanical Engineering, Southeast University, Nanjing 211189, China
| | - John Andersson
- Department of Chemistry and Chemical Engineering, Chalmers University of Technology, 41296 Gothenburg, Sweden
| | - Julia Järlebark
- Department of Chemistry and Chemical Engineering, Chalmers University of Technology, 41296 Gothenburg, Sweden
| | - Amina Shaji
- Department of Chemistry and Chemical Engineering, Chalmers University of Technology, 41296 Gothenburg, Sweden
| | - Jingjie Sha
- Jiangsu Key Laboratory for Design and Manufacture of Micro-Nano Biomedical Instruments, School of Mechanical Engineering, Southeast University, Nanjing 211189, China
| | - Andreas Dahlin
- Department of Chemistry and Chemical Engineering, Chalmers University of Technology, 41296 Gothenburg, Sweden
| |
Collapse
|
2
|
Zhu R, Sandtner W, Stockner T, Heilinger A, Holy M, Kudlacek O, Wildling L, Saha K, Fröhlich AS, Bindl M, Tziortzouda P, Haider A, Gobl J, Suh SH, Khan JA, Bicher J, Kastner N, Ebner A, Gruber HJ, Freissmuth M, Newman AH, Sitte HH, Hinterdorfer P. Revealing the location and dynamics of a concealed binding site in the dopamine transporter. Nat Commun 2025; 16:4197. [PMID: 40328781 PMCID: PMC12056086 DOI: 10.1038/s41467-025-59511-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Accepted: 04/24/2025] [Indexed: 05/08/2025] Open
Abstract
The dopamine transporter (DAT) is linked to neuropsychiatric disorders including ADHD, Parkinson's disease, and substance use disorders. Accordingly, DAT is the target of illicit drugs and clinically important medicines. However, the number and function of ligand binding sites in DAT is enigmatic due to conflicting data from available structures and molecular pharmacology. Herein, we design force sensors with DAT ligands and measure their interaction forces with wild-type and mutated DATs, from which two distinct populations of unbinding strengths and off-rates are detected. The high-force population is reduced by V152I and S422A mutations, or by substituting Na+ with K+ or NMDG+. In contrast, several modifications including mutation G386H, acetylation of K92 and K384, mutation K92A, mutation K384A, or protonation of H477 decrease the low-force population. The present data delineate the threshold of binding strength, which may account for certain ligand binding sites to be imperceptible in crystal or cryo-EM structures. Furthermore, the force spectra provide the information on the position and kinetic rates of a herein detected ligand binding site in DAT.
Collapse
Affiliation(s)
- Rong Zhu
- Institute of Biophysics, Johannes Kepler University Linz, Linz, Austria.
| | - Walter Sandtner
- Institute of Pharmacology, Center of Physiology and Pharmacology, Medical University of Vienna, Vienna, Austria
- Gaston H. Glock Research Laboratories for Exploratory Drug Development, Center of Physiology and Pharmacology, Medical University of Vienna, Vienna, Austria
| | - Thomas Stockner
- Institute of Pharmacology, Center of Physiology and Pharmacology, Medical University of Vienna, Vienna, Austria
| | | | - Marion Holy
- Institute of Pharmacology, Center of Physiology and Pharmacology, Medical University of Vienna, Vienna, Austria
| | - Oliver Kudlacek
- Institute of Pharmacology, Center of Physiology and Pharmacology, Medical University of Vienna, Vienna, Austria
| | - Linda Wildling
- Institute of Biophysics, Johannes Kepler University Linz, Linz, Austria
| | - Kusumika Saha
- Institute of Pharmacology, Center of Physiology and Pharmacology, Medical University of Vienna, Vienna, Austria
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | | | - Michael Bindl
- Institute of Biophysics, Johannes Kepler University Linz, Linz, Austria
| | | | - Anna Haider
- Institute of Biophysics, Johannes Kepler University Linz, Linz, Austria
| | - Julia Gobl
- Institute of Biophysics, Johannes Kepler University Linz, Linz, Austria
| | | | - Jawad Akbar Khan
- Institute of Pharmacology, Center of Physiology and Pharmacology, Medical University of Vienna, Vienna, Austria
| | - Julia Bicher
- Institute of Pharmacology, Center of Physiology and Pharmacology, Medical University of Vienna, Vienna, Austria
| | - Nina Kastner
- Institute of Pharmacology, Center of Physiology and Pharmacology, Medical University of Vienna, Vienna, Austria
| | - Andreas Ebner
- Institute of Biophysics, Johannes Kepler University Linz, Linz, Austria
| | - Hermann J Gruber
- Institute of Biophysics, Johannes Kepler University Linz, Linz, Austria
| | - Michael Freissmuth
- Institute of Pharmacology, Center of Physiology and Pharmacology, Medical University of Vienna, Vienna, Austria
- Gaston H. Glock Research Laboratories for Exploratory Drug Development, Center of Physiology and Pharmacology, Medical University of Vienna, Vienna, Austria
| | - Amy Hauck Newman
- Medicinal Chemistry Section, Molecular Targets and Medications Discovery Branch, National Institute on Drug Abuse-Intramural Research Program, Baltimore, MD, USA.
| | - Harald H Sitte
- Institute of Pharmacology, Center of Physiology and Pharmacology, Medical University of Vienna, Vienna, Austria.
- Hourani Center for Applied Scientific Research, Al-Ahliyya Amman University, Amman, Jordan.
- Center for Addiction Research and Science, Medical University Vienna, Vienna, Austria.
| | - Peter Hinterdorfer
- Institute of Biophysics, Johannes Kepler University Linz, Linz, Austria.
| |
Collapse
|
3
|
Choi HK, Zhu C. Catch Bonds in Immunology. Annu Rev Immunol 2025; 43:641-666. [PMID: 40085844 DOI: 10.1146/annurev-immunol-082423-035904] [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: 03/16/2025]
Abstract
Catch bonds are molecular bonds that last longer under force than slip bonds, which become shorter-lived under force. Although catch bonds were initially discovered in studies of leukocyte and bacterial adhesions two decades ago, they have since been found in many other contexts, including platelet binding to blood vessel walls during clotting, structural support within the cell and between cells, force transmission in the cell's machineries for motility and mechanotransduction, viral infection of host cells, and immunoreceptor mechanosensing. Catch bonds are strengthened by increasing force, which induces structural changes in one or both interacting molecules either locally or allosterically to enable additional contacts at their binding interface, thus lengthening bond lifetimes. They can be modeled by the kinetics of a system escaping from the energy well(s) of the bound state(s) over the energy barrier(s) to the free state by traversing along the dissociation path(s) across a hilly energy landscape modulated by force. Catch bond studies are important for understanding the mechanics of biological systems and developing treatment strategies for infectious diseases, immune disorders, cancer, and other ailments.
Collapse
Affiliation(s)
- Hyun-Kyu Choi
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, Georgia, USA;
- Parker H. Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, Atlanta, Georgia, USA
- Department of Biochemistry, College of Life Science and Biotechnology, Yonsei University, Seoul, South Korea;
| | - Cheng Zhu
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, Georgia, USA;
- Parker H. Petit Institute for Bioengineering and Bioscience, Georgia Institute of Technology, Atlanta, Georgia, USA
- George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, Georgia, USA
| |
Collapse
|
4
|
Wang K, Sun C, Zhuang H, Jiang XC, Chen Y. AFM reveals differential effects of acidification on LDL- and oxidized LDL-receptor interactions: biomechanical implications in atherogenesis. Cell Mol Biol Lett 2025; 30:32. [PMID: 40102716 PMCID: PMC11921551 DOI: 10.1186/s11658-025-00715-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2024] [Accepted: 03/07/2025] [Indexed: 03/20/2025] Open
Abstract
The receptor recognition and interaction of plasma lipoproteins (e.g., native low-density lipoproteins (LDL)/oxidized low-density lipoproteins (oxLDL), as well as the influence of microenvironmental/lysosomal acidification, play critical roles in lipoprotein metabolism and diseases (e.g., atherosclerosis) but have been less investigated. Here, the recognition/interaction of LDL or oxLDL with LDL receptor (LDLR) or CD36 (a scavenger receptor) or with living cells at various pHs was evaluated mainly via atomic force microscopy (AFM). To improve force measurement accuracy, a novel, micro-droplet-based method for AFM probe functionalization was developed. We found that solution acidification significantly reduced the LDL-LDLR binding at pH ≤ 6.4, whereas the oxLDL-CD36 binding had no significant change until pH ≤ 4.4. Compared with a traditional immersion method, our micro-droplet method for AFM probe functionalization produced more accurate interaction forces, and revealed that acidification significantly reduced the LDL-LDLR/cell interaction forces, instead of the oxLDL-CD36/cell-specific interaction forces and nonspecific interaction forces. The data imply that the LDL-LDLR/cell recognition and interaction are susceptible to acidification, whereas the oxLDL-CD36/cell recognition and interaction are tolerant of acidification. The results may provide important novel information and biomechanical/pathological implications for understanding lipoprotein metabolism and atherosclerosis.
Collapse
Affiliation(s)
- Kun Wang
- School of Life Sciences, Nanchang University, 999 Xuefu Ave., Honggutan District, Nanchang, 330031, Jiangxi, People's Republic of China
- Institute for Advanced Study, Nanchang University, Nanchang, 330031, Jiangxi, China
| | - Chenhan Sun
- Institute for Advanced Study, Nanchang University, Nanchang, 330031, Jiangxi, China
| | - Hongda Zhuang
- Institute for Advanced Study, Nanchang University, Nanchang, 330031, Jiangxi, China
- School of Pharmacy, Nanchang University, Nanchang, 330031, Jiangxi, China
| | - Xian-Cheng Jiang
- Department of Cell Biology, SUNY Health Science University, State University of New York, Brooklyn, NY, 11203, USA
| | - Yong Chen
- School of Life Sciences, Nanchang University, 999 Xuefu Ave., Honggutan District, Nanchang, 330031, Jiangxi, People's Republic of China.
- Institute for Advanced Study, Nanchang University, Nanchang, 330031, Jiangxi, China.
- School of Pharmacy, Nanchang University, Nanchang, 330031, Jiangxi, China.
| |
Collapse
|
5
|
Ding M, Wang D, Chen H, Kesner B, Grimm NB, Weissbein U, Lappala A, Jiang J, Rivera C, Lou J, Li P, Lee JT. A biophysical basis for the spreading behavior and limited diffusion of Xist. Cell 2025; 188:978-997.e25. [PMID: 39824183 PMCID: PMC11863002 DOI: 10.1016/j.cell.2024.12.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2024] [Revised: 11/04/2024] [Accepted: 12/06/2024] [Indexed: 01/20/2025]
Abstract
Xist RNA initiates X inactivation as it spreads in cis across the chromosome. Here, we reveal a biophysical basis for its cis-limited diffusion. Xist RNA and HNRNPK together drive a liquid-liquid phase separation (LLPS) that encapsulates the chromosome. HNRNPK droplets pull on Xist and internalize the RNA. Once internalized, Xist induces a further phase transition and "softens" the HNRNPK droplet. Xist alters the condensate's deformability, adhesiveness, and wetting properties in vitro. Other Xist-interacting proteins are internalized and entrapped within the droplet, resulting in a concentration of Xist and protein partners within the condensate. We attribute LLPS to HNRNPK's RGG and Xist's repeat B (RepB) motifs. Mutating these motifs causes Xist diffusion, disrupts polycomb recruitment, and precludes the required mixing of chromosomal compartments for Xist's migration. Thus, we hypothesize that phase transitions in HNRNPK condensates allow Xist to locally concentrate silencing factors and to spread through internal channels of the HNRNPK-encapsulated chromosome.
Collapse
Affiliation(s)
- Mingrui Ding
- State Key Laboratory of Membrane Biology, Beijing Frontier Research Center for Biological Structure, School of Life Sciences, Tsinghua University, Tsinghua-Peking Center for Life Sciences, Beijing 100084, China
| | - Danni Wang
- Department of Molecular Biology, Massachusetts General Hospital, Boston, MA 02114, USA; Department of Genetics, Harvard Medical School, Boston, MA, USA
| | - Hui Chen
- Key Laboratory of RNA Biology, CAS Center for Excellence in Biomacromolecules, Institute of Biophysics, Chinese Academy of Sciences, Beijing 100101, China
| | - Barry Kesner
- Department of Molecular Biology, Massachusetts General Hospital, Boston, MA 02114, USA; Department of Genetics, Harvard Medical School, Boston, MA, USA
| | - Niklas-Benedikt Grimm
- Department of Molecular Biology, Massachusetts General Hospital, Boston, MA 02114, USA; Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Universitat Pompeu Fabra (UPF), Barcelona, Spain; Department of Genetics, Harvard Medical School, Boston, MA, USA
| | - Uri Weissbein
- Department of Molecular Biology, Massachusetts General Hospital, Boston, MA 02114, USA; Department of Genetics, Harvard Medical School, Boston, MA, USA
| | - Anna Lappala
- Department of Molecular Biology, Massachusetts General Hospital, Boston, MA 02114, USA; Department of Genetics, Harvard Medical School, Boston, MA, USA
| | - Jiying Jiang
- State Key Laboratory of Membrane Biology, Beijing Frontier Research Center for Biological Structure, School of Life Sciences, Tsinghua University, Tsinghua-Peking Center for Life Sciences, Beijing 100084, China
| | - Carlos Rivera
- Department of Molecular Biology, Massachusetts General Hospital, Boston, MA 02114, USA; Department of Genetics, Harvard Medical School, Boston, MA, USA
| | - Jizhong Lou
- Key Laboratory of RNA Biology, CAS Center for Excellence in Biomacromolecules, Institute of Biophysics, Chinese Academy of Sciences, Beijing 100101, China
| | - Pilong Li
- State Key Laboratory of Membrane Biology, Beijing Frontier Research Center for Biological Structure, School of Life Sciences, Tsinghua University, Tsinghua-Peking Center for Life Sciences, Beijing 100084, China.
| | - Jeannie T Lee
- Department of Molecular Biology, Massachusetts General Hospital, Boston, MA 02114, USA; Department of Genetics, Harvard Medical School, Boston, MA, USA.
| |
Collapse
|
6
|
Ray A, Simpson JD, Demir I, Gisbert VG, Gomes DB, Amadei F, Alsteens D. From viral assembly to host interaction: AFM's contributions to virology. J Virol 2025; 99:e0087324. [PMID: 39655953 PMCID: PMC11784315 DOI: 10.1128/jvi.00873-24] [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: 02/01/2025] Open
Abstract
Viruses represent a diverse pool of obligate parasites that infect virtually every known organism, as such, their study is incredibly valuable for a range of fields including public health, medicine, agriculture, and ecology, and the development of biomedical technologies. Having evolved over millions of years, each virus has a unique and often complicated biology, that must be characterized on a case-by-case basis, even between strains of the same taxon. Owing to its nanoscale spatial resolution, atomic force microscopy (AFM) represents a powerful tool for exploring virus biology, including structural features, kinetics of binding to host cell ligands, virion self-assembly, and budding behaviors. Through the availability of numerous chemistries and advances in imaging modes, AFM is able to explore the complex web of host-virus interactions and life-cycle at a single virus level, exploring features at the level of individual bonds and molecules. Due to the wide array of techniques developed and data analysis approaches available, AFM can provide information that cannot be furnished by other modalities, especially at a single virus level. Here, we highlight the unique methods and information that can be obtained through the use of AFM, demonstrating both its utility and versatility in the study of viruses. As the technology continues to rapidly evolve, AFM is likely to remain an integral part of research, providing unique and important insight into many aspects of virology.
Collapse
Affiliation(s)
- Ankita Ray
- Louvain Institute of Biomolecular Science and Technology, Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - Joshua D. Simpson
- Louvain Institute of Biomolecular Science and Technology, Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - Irem Demir
- Louvain Institute of Biomolecular Science and Technology, Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - Victor G. Gisbert
- Louvain Institute of Biomolecular Science and Technology, Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - David B. Gomes
- Louvain Institute of Biomolecular Science and Technology, Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - Federico Amadei
- Louvain Institute of Biomolecular Science and Technology, Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - David Alsteens
- Louvain Institute of Biomolecular Science and Technology, Université Catholique de Louvain, Louvain-la-Neuve, Belgium
- WELBIO Department, WEL Research Institute, Wavre, Belgium
| |
Collapse
|
7
|
Bongrand P. Should Artificial Intelligence Play a Durable Role in Biomedical Research and Practice? Int J Mol Sci 2024; 25:13371. [PMID: 39769135 PMCID: PMC11676049 DOI: 10.3390/ijms252413371] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2024] [Revised: 11/26/2024] [Accepted: 12/09/2024] [Indexed: 01/11/2025] Open
Abstract
During the last decade, artificial intelligence (AI) was applied to nearly all domains of human activity, including scientific research. It is thus warranted to ask whether AI thinking should be durably involved in biomedical research. This problem was addressed by examining three complementary questions (i) What are the major barriers currently met by biomedical investigators? It is suggested that during the last 2 decades there was a shift towards a growing need to elucidate complex systems, and that this was not sufficiently fulfilled by previously successful methods such as theoretical modeling or computer simulation (ii) What is the potential of AI to meet the aforementioned need? it is suggested that recent AI methods are well-suited to perform classification and prediction tasks on multivariate systems, and possibly help in data interpretation, provided their efficiency is properly validated. (iii) Recent representative results obtained with machine learning suggest that AI efficiency may be comparable to that displayed by human operators. It is concluded that AI should durably play an important role in biomedical practice. Also, as already suggested in other scientific domains such as physics, combining AI with conventional methods might generate further progress and new applications, involving heuristic and data interpretation.
Collapse
Affiliation(s)
- Pierre Bongrand
- Laboratory Adhesion and Inflammation (LAI), Inserm UMR 1067, Cnrs Umr 7333, Aix-Marseille Université UM 61, 13009 Marseille, France
| |
Collapse
|
8
|
Alsteens D. Probing living cell dynamics and molecular interactions using atomic force microscopy. Biophys Rev 2024; 16:663-677. [PMID: 39830120 PMCID: PMC11735695 DOI: 10.1007/s12551-024-01258-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2024] [Accepted: 11/22/2024] [Indexed: 01/22/2025] Open
Abstract
Atomic force microscopy (AFM) has emerged as a powerful tool for studying biological interactions at the single-molecule level, offering unparalleled insights into receptor-ligand dynamics on living cells. This review discusses key developments in the application of AFM, highlighting its ability to capture nanomechanical properties of cellular surfaces and probe dynamic interactions, such as virus-host binding. AFM's versatility in measuring mechanical forces and mapping molecular interactions in near-physiological conditions is explored. The review also emphasizes how AFM provides critical insights into cell surface organization, receptor functionality, and viral entry mechanisms, advancing the understanding of cellular and molecular processes.
Collapse
Affiliation(s)
- David Alsteens
- Louvain Institute of Biomolecular Science and Technology, Université catholique de Louvain, Croix du sud 4-5, L7.07.07, 1348 Louvain-la-Neuve, Belgium
- WELBIO Department, WEL Research Institute, Avenue Pasteur, 6, 1300 Wavre, Belgium
| |
Collapse
|
9
|
Persson BNJ. Influence of temperature and crack-tip speed on crack propagation in elastic solids. J Chem Phys 2024; 161:184704. [PMID: 39526741 DOI: 10.1063/5.0236699] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2024] [Accepted: 10/20/2024] [Indexed: 11/16/2024] Open
Abstract
I study the influence of temperature and the crack-tip velocity of bond breaking at the crack tip in rubber-like materials. Bond breaking is considered as a stress-aided thermally activated process and results in an effective crack propagation energy, which increases strongly with decreasing temperature or increasing crack-tip speed. This effect is particularly important for adhesive (interfacial) crack propagation but less important for cohesive (bulk) crack propagation owing to the much larger bond-breaking energies in the latter case. For adhesive cracks, the theory results are consistent with adhesion measurements for silicone rubber polydimethylsiloxane (PDMS) in contact with silica glass surfaces. For cohesive cracks, the theory agrees well with experimental results PDMS films chemically bound to silanized glass.
Collapse
Affiliation(s)
- B N J Persson
- State Key Laboratory of Solid Lubrication, Lanzhou Institute of Chemical Physics, Chinese Academy of Sciences, 730000 Lanzhou, China; Peter Grünberg Institute (PGI-1), Forschungszentrum Jülich, 52425 Jülich, Germany; and Multiscale Consulting, Wolfshovener Str. 2, 52428 Jülich, Germany
| |
Collapse
|
10
|
Goyard S, Schneider A, Ljubetic J, Inacio N, Juzans M, Cuche C, Bochet P, Di Bartolo V, Alcover A, Rose T. Measuring interaction force between T lymphocytes and their target cells using live microscopy and laminar shear flow chambers. Methods Cell Biol 2024; 193:175-200. [PMID: 39919842 DOI: 10.1016/bs.mcb.2024.09.001] [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: 02/09/2025]
Abstract
Understanding the immunological synapse formation and dynamics can be enriched by measuring cell-cell interaction forces and their kinetics. Microscopy imaging reveals structural organization of the synapse, while physical methods detail its mechanical construction. Various techniques have been reported for measuring forces needed to rupture the interface between a T lymphocyte and its target cell but most of them measure one pair at a time. We describe here a laminar shear flow-based method that exerts dragging forces on T cell-target cells pairs immobilized on the surface of a flow chamber. Increasing flow rate allows us to observe the detachment of hundreds of cell conjugates on the wide field of a light transmission microscope. Monitoring precisely the flow rate gradient exerted on T cells readily yields synapse rupture measurements. Dragging forces are measured at the point of rupture as a linear function of the flow speed in minutes from 10pN to 20nN for each cell pair among a statistically representative cell population in the whole field of view of a single experiment. The output cells can be collected in multi-well plate sorted in the increasing order of rupture forces. We used this approach to unveil the involvement of the cytoskeleton regulator adenomatous polyposis coli (APC) in the stability of immunological synapses formed between human cytotoxic T cell and tumor target cells. APC is a polarity regulator and tumor suppressor associated with familial adenomatous polyposis and colorectal cancer. Reduced APC expression impairs T cell adhesion with tumor target cells suggesting an impact of APC mutation in anti-tumor immune defense.
Collapse
Affiliation(s)
- Sophie Goyard
- Institut Pasteur, Université Paris Cité, Diagnostic Test Innovation & Development Core Facility, Paris, France
| | - Amandine Schneider
- Institut Pasteur, Université Paris Cité, Diagnostic Test Innovation & Development Core Facility, Paris, France; Institut Pasteur, Université Paris Cité, INSERM-U1224, Unité Biologie Cellulaire des Lymphocytes, Ligue Nationale Contre le Cancer, Équipe Labellisée Ligue-2018, Paris, France
| | - Jerko Ljubetic
- Institut Pasteur, Université Paris Cité, Diagnostic Test Innovation & Development Core Facility, Paris, France; Institut Pasteur, Université Paris Cité, INSERM-U1224, Unité Biologie Cellulaire des Lymphocytes, Ligue Nationale Contre le Cancer, Équipe Labellisée Ligue-2018, Paris, France
| | - Nicolas Inacio
- Institut Pasteur, Université Paris Cité, Diagnostic Test Innovation & Development Core Facility, Paris, France; Institut des Systèmes Intelligents et de Robotique (ISIR), Sorbonne Université, CNRS, Paris, France
| | - Marie Juzans
- Institut Pasteur, Université Paris Cité, INSERM-U1224, Unité Biologie Cellulaire des Lymphocytes, Ligue Nationale Contre le Cancer, Équipe Labellisée Ligue-2018, Paris, France
| | - Céline Cuche
- Institut Pasteur, Université Paris Cité, INSERM-U1224, Unité Biologie Cellulaire des Lymphocytes, Ligue Nationale Contre le Cancer, Équipe Labellisée Ligue-2018, Paris, France
| | - Pascal Bochet
- Institut Pasteur, Université de Paris Cité, Image Analysis Unit, CNRS UMR3691, Paris, France
| | - Vincenzo Di Bartolo
- Institut Pasteur, Université Paris Cité, INSERM-U1224, Unité Biologie Cellulaire des Lymphocytes, Ligue Nationale Contre le Cancer, Équipe Labellisée Ligue-2018, Paris, France
| | - Andrés Alcover
- Institut Pasteur, Université Paris Cité, INSERM-U1224, Unité Biologie Cellulaire des Lymphocytes, Ligue Nationale Contre le Cancer, Équipe Labellisée Ligue-2018, Paris, France
| | - Thierry Rose
- Institut Pasteur, Université Paris Cité, Diagnostic Test Innovation & Development Core Facility, Paris, France.
| |
Collapse
|
11
|
Bano F, Soria-Martinez L, van Bodegraven D, Thorsteinsson K, Brown AM, Fels I, Snyder NL, Bally M, Schelhaas M. Site-specific sulfations regulate the physicochemical properties of papillomavirus-heparan sulfate interactions for entry. SCIENCE ADVANCES 2024; 10:eado8540. [PMID: 39365863 PMCID: PMC11451526 DOI: 10.1126/sciadv.ado8540] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Accepted: 08/30/2024] [Indexed: 10/06/2024]
Abstract
Certain human papillomaviruses (HPVs) are etiological agents for several anogenital and oropharyngeal cancers. During initial infection, HPV16, the most prevalent cancer-causing type, specifically interacts with heparan sulfates (HSs), not only enabling initial cell attachment but also triggering a crucial conformational change in viral capsids termed structural activation. It is unknown, whether these HPV16-HS interactions depend on HS sulfation patterns. Thus, we probed potential roles of HS sulfations using cell-based functional and physicochemical assays, including single-molecule force spectroscopy. Our results demonstrate that N-sulfation of HS is crucial for virus binding and structural activation by providing high-affinity sites, and that additional 6O-sulfation is required to mechanically stabilize the interaction, whereas 2O-sulfation and 3O-sulfation are mostly dispensable. Together, our findings identify the contribution of HS sulfation patterns to HPV16 binding and structural activation and reveal how distinct sulfation groups of HS synergize to facilitate HPV16 entry, which, in turn, likely influences the tropism of HPVs.
Collapse
Affiliation(s)
- Fouzia Bano
- Department of Clinical Microbiology, Umeå University, Umeå, Sweden
- Wallenberg Centre for Molecular Medicine, Umeå University, Umeå, Sweden
- Umeå Centre for Microbial Research, Umeå University, Umeå, Sweden
| | - Laura Soria-Martinez
- Institute of Cellular Virology, ZMBE, University of Münster, Münster, Germany
- Research Group “ViroCarb: Glycans controlling non-enveloped virus infections” (FOR2327), Coordinating University of Tübingen, Germany
| | - Dominik van Bodegraven
- Institute of Cellular Virology, ZMBE, University of Münster, Münster, Germany
- Research Group “ViroCarb: Glycans controlling non-enveloped virus infections” (FOR2327), Coordinating University of Tübingen, Germany
| | - Konrad Thorsteinsson
- Department of Clinical Microbiology, Umeå University, Umeå, Sweden
- Wallenberg Centre for Molecular Medicine, Umeå University, Umeå, Sweden
- Umeå Centre for Microbial Research, Umeå University, Umeå, Sweden
| | - Anna M. Brown
- Department of Chemistry, Davidson College, Davidson, NC, USA
| | - Ines Fels
- Institute of Cellular Virology, ZMBE, University of Münster, Münster, Germany
| | | | - Marta Bally
- Department of Clinical Microbiology, Umeå University, Umeå, Sweden
- Wallenberg Centre for Molecular Medicine, Umeå University, Umeå, Sweden
- Umeå Centre for Microbial Research, Umeå University, Umeå, Sweden
| | - Mario Schelhaas
- Institute of Cellular Virology, ZMBE, University of Münster, Münster, Germany
- Research Group “ViroCarb: Glycans controlling non-enveloped virus infections” (FOR2327), Coordinating University of Tübingen, Germany
| |
Collapse
|
12
|
Feng H, Shao X, Wang Z. Mechanochemical Controlled Radical Polymerization: From Harsh to Mild. Chempluschem 2024; 89:e202400287. [PMID: 38940320 DOI: 10.1002/cplu.202400287] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2024] [Revised: 06/15/2024] [Accepted: 06/27/2024] [Indexed: 06/29/2024]
Abstract
Mechanochemistry constitutes a burgeoning field that investigates the chemical and physicochemical alterations of substances under mechanical force. It enables the synthesis of materials which is challenging to obtain via thermal, optical or electrical activation methods. In addition, it diminishes reliance on organic solvents and provides a novel route for green chemistry. Today, as a distinct branch alongside electrochemistry, photochemistry, and thermochemistry, mechanochemistry has emerged as a frontier research domain within chemistry and material science. In recent years, the intersection of mechanochemistry with controlled radical polymerization has witnessed rapid advancements, providing new routes to polymer science. Significantly, we have experienced breakthroughs in methods relying on sonochemistry, piezoelectricity and contact electrification. These methodologies not only facilitate the synthesis of polymers with high molecular weight but also enable precise control over polymer chain length and structure. Transitioning from harsh to mild conditions in mechanochemical routes has facilitated a significant improvement in the controllability of mechanochemical polymerization. From this perspective, we introduce the progress of mechanochemistry in controlled radical polymerization in recent years, aim to clarify the historcial development of this topic.
Collapse
Affiliation(s)
- Haoyang Feng
- Northwestern Polytechnical University, Frontiers Science Center for Flexible Electronics (FSCFE) & Institute of Flexible Electronics (IFE), Xi'an, 710072, China
| | - Xiaoyang Shao
- Northwestern Polytechnical University, Frontiers Science Center for Flexible Electronics (FSCFE) & Institute of Flexible Electronics (IFE), Xi'an, 710072, China
| | - Zhenhua Wang
- Northwestern Polytechnical University, Frontiers Science Center for Flexible Electronics (FSCFE) & Institute of Flexible Electronics (IFE), Xi'an, 710072, China
| |
Collapse
|
13
|
Hu Y, Li H, Zhang C, Feng J, Wang W, Chen W, Yu M, Liu X, Zhang X, Liu Z. DNA-based ForceChrono probes for deciphering single-molecule force dynamics in living cells. Cell 2024; 187:3445-3459.e15. [PMID: 38838668 DOI: 10.1016/j.cell.2024.05.008] [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] [Received: 02/13/2024] [Revised: 04/15/2024] [Accepted: 05/02/2024] [Indexed: 06/07/2024]
Abstract
Understanding cellular force transmission dynamics is crucial in mechanobiology. We developed the DNA-based ForceChrono probe to measure force magnitude, duration, and loading rates at the single-molecule level within living cells. The ForceChrono probe circumvents the limitations of in vitro single-molecule force spectroscopy by enabling direct measurements within the dynamic cellular environment. Our findings reveal integrin force loading rates of 0.5-2 pN/s and durations ranging from tens of seconds in nascent adhesions to approximately 100 s in mature focal adhesions. The probe's robust and reversible design allows for continuous monitoring of these dynamic changes as cells undergo morphological transformations. Additionally, by analyzing how mutations, deletions, or pharmacological interventions affect these parameters, we can deduce the functional roles of specific proteins or domains in cellular mechanotransduction. The ForceChrono probe provides detailed insights into the dynamics of mechanical forces, advancing our understanding of cellular mechanics and the molecular mechanisms of mechanotransduction.
Collapse
Affiliation(s)
- Yuru Hu
- The Institute for Advanced Studies, TaiKang Center for Life and Medical Sciences, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, Wuhan University, Wuhan, Hubei Province 430072, China
| | - Hongyun Li
- The Institute for Advanced Studies, TaiKang Center for Life and Medical Sciences, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, Wuhan University, Wuhan, Hubei Province 430072, China.
| | - Chen Zhang
- The Institute for Advanced Studies, TaiKang Center for Life and Medical Sciences, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, Wuhan University, Wuhan, Hubei Province 430072, China
| | - Jingjing Feng
- The Institute for Advanced Studies, TaiKang Center for Life and Medical Sciences, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, Wuhan University, Wuhan, Hubei Province 430072, China
| | - Wenxu Wang
- The Institute for Advanced Studies, TaiKang Center for Life and Medical Sciences, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, Wuhan University, Wuhan, Hubei Province 430072, China
| | - Wei Chen
- The Institute for Advanced Studies, TaiKang Center for Life and Medical Sciences, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, Wuhan University, Wuhan, Hubei Province 430072, China
| | - Miao Yu
- The Institute for Advanced Studies, TaiKang Center for Life and Medical Sciences, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, Wuhan University, Wuhan, Hubei Province 430072, China
| | - Xinping Liu
- The Institute for Advanced Studies, TaiKang Center for Life and Medical Sciences, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, Wuhan University, Wuhan, Hubei Province 430072, China
| | - Xinghua Zhang
- The Institute for Advanced Studies, TaiKang Center for Life and Medical Sciences, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, Wuhan University, Wuhan, Hubei Province 430072, China.
| | - Zheng Liu
- The Institute for Advanced Studies, TaiKang Center for Life and Medical Sciences, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, Wuhan University, Wuhan, Hubei Province 430072, China.
| |
Collapse
|
14
|
He K, Kou G, Cai H, Tian G, Xu Z, Yang Z. Effects of Contact Surface Shape on Dynamic Lifetime and Strength of Molecular Bond Clusters under Displacement- and Force-Controlled Loading Conditions. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2024; 40:10947-10956. [PMID: 38752855 DOI: 10.1021/acs.langmuir.4c00329] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2024]
Abstract
Many experimental and theoretical studies have shown that the mechanical properties of cells and the extracellular matrix can significantly affect the lifetime and strength of the adhesion clusters of molecular bonds. However, there are few studies on how the shape of the contact surface affects the lifetime and strength of the adhesion clusters of molecular bonds, especially theoretical studies in this area. An idealized model of focal adhesion is adopted, in which two rigid media are bonded together by an array of receptor-ligand bonds modeled as Hookean springs on a complex surface topography, which is described by three parameters: the surface shape factor β, the length of a single identical surface shape L, and the amplitude of surface shapes w. In this study, systematic Monte Carlo simulations of this model are conducted to study the lifetime of the molecular bond cluster under linear incremental force loading and the strength of the molecular bond cluster under linear incremental displacement loading. We find that both small surface shape amplitudes and large surface shape factors will increase the lifetime and strength of the adhesion cluster, whereas the length of a single surface shape causes oscillations in the lifetime and strength of the cluster, and this oscillation amplitude is affected by the surface shape amplitude and the factor. At the same time, we also find that the pretension in the cluster will play a dominant role in the adhesion strength under large amplitudes and small factors of surface shapes. The physical mechanisms behind these phenomena are that the changes of the length of a single surface shape, the amplitude of surface shapes, and the surface shape factor cause the changes of stress concentration in the adhesion region, bond affinity, and the number of similar affinity bonds.
Collapse
Affiliation(s)
- Kuncheng He
- Xi'an Research Institute of High Technology, Xi'an 710025, China
| | - Guangjie Kou
- Xi'an Research Institute of High Technology, Xi'an 710025, China
| | - Hui Cai
- Xi'an Research Institute of High Technology, Xi'an 710025, China
| | - Gan Tian
- Xi'an Research Institute of High Technology, Xi'an 710025, China
| | - Zhigao Xu
- Xi'an Research Institute of High Technology, Xi'an 710025, China
| | - Zhengwei Yang
- Xi'an Research Institute of High Technology, Xi'an 710025, China
| |
Collapse
|
15
|
Heidari M, Gaichies T, Leibler L, Labousse M. Polymer time crystal: Mechanical activation of reversible bonds by low-amplitude high frequency excitations. SCIENCE ADVANCES 2024; 10:eadn6107. [PMID: 38781335 PMCID: PMC11114238 DOI: 10.1126/sciadv.adn6107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Accepted: 04/17/2024] [Indexed: 05/25/2024]
Abstract
Reversible supramolecular bonds play an important role in materials science and in biological systems. The equilibrium between open and closed bonds and the association rate can be controlled thermally, chemically, by mechanical pulling, by ultrasound, or by catalysts. In practice, these intrinsic equilibrium methods either suffer from a limited range of tunability or may damage the material. Here, we present a nonequilibrium strategy that exploits the dissipative properties of the system to control and change the dynamic properties of sacrificial and reversible networks. We show theoretically and numerically how high-frequency mechanical oscillations of very low amplitude can open or close bonds. This mechanism indicates how reversible bonds could alleviate mechanical fatigue of materials especially at low temperatures where they are fragile. In another area, it suggests that the system can be actively modified by the application of ultrasound to induce gel-fluid transitions and to activate or deactivate adhesion properties.
Collapse
Affiliation(s)
- Maziar Heidari
- Gulliver, CNRS, ESPCI Paris, Université PSL, 75005 Paris, France
| | - Théophile Gaichies
- Gulliver, CNRS, ESPCI Paris, Université PSL, 75005 Paris, France
- Département de chimie, École normale supérieure, Université PSL, 75005 Paris, France
| | - Ludwik Leibler
- Gulliver, CNRS, ESPCI Paris, Université PSL, 75005 Paris, France
| | | |
Collapse
|
16
|
Liu Z, van Veen E, Sánchez H, Solano B, Palmero Moya FJ, McCluskey KA, Ramírez Montero D, van Laar T, Dekker NH. A Biophysics Toolbox for Reliable Data Acquisition and Processing in Integrated Force-Confocal Fluorescence Microscopy. ACS PHOTONICS 2024; 11:1592-1603. [PMID: 38645993 PMCID: PMC11027178 DOI: 10.1021/acsphotonics.3c01739] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Revised: 03/01/2024] [Accepted: 03/01/2024] [Indexed: 04/23/2024]
Abstract
Integrated single-molecule force-fluorescence spectroscopy setups allow for simultaneous fluorescence imaging and mechanical force manipulation and measurements on individual molecules, providing comprehensive dynamic and spatiotemporal information. Dual-beam optical tweezers (OT) combined with a confocal scanning microscope form a force-fluorescence spectroscopy apparatus broadly used to investigate various biological processes, in particular, protein:DNA interactions. Such experiments typically involve imaging of fluorescently labeled proteins bound to DNA and force spectroscopy measurements of trapped individual DNA molecules. Here, we present a versatile state-of-the-art toolbox including the preparation of protein:DNA complex samples, design of a microfluidic flow cell incorporated with OT, automation of OT-confocal scanning measurements, and the development and implementation of a streamlined data analysis package for force and fluorescence spectroscopy data processing. Its components can be adapted to any commercialized or home-built dual-beam OT setup equipped with a confocal scanning microscope, which will facilitate single-molecule force-fluorescence spectroscopy studies on a large variety of biological systems.
Collapse
Affiliation(s)
- Zhaowei Liu
- Department
of Bionanoscience, Kavli Institute of Nanoscience, Delft University of Technology, 2629 HZ Delft, The Netherlands
| | - Edo van Veen
- Department
of Bionanoscience, Kavli Institute of Nanoscience, Delft University of Technology, 2629 HZ Delft, The Netherlands
| | - Humberto Sánchez
- Department
of Bionanoscience, Kavli Institute of Nanoscience, Delft University of Technology, 2629 HZ Delft, The Netherlands
| | - Belén Solano
- Department
of Bionanoscience, Kavli Institute of Nanoscience, Delft University of Technology, 2629 HZ Delft, The Netherlands
| | - Francisco J. Palmero Moya
- Department
of Bionanoscience, Kavli Institute of Nanoscience, Delft University of Technology, 2629 HZ Delft, The Netherlands
| | - Kaley A. McCluskey
- Department
of Bionanoscience, Kavli Institute of Nanoscience, Delft University of Technology, 2629 HZ Delft, The Netherlands
| | - Daniel Ramírez Montero
- Department
of Bionanoscience, Kavli Institute of Nanoscience, Delft University of Technology, 2629 HZ Delft, The Netherlands
| | - Theo van Laar
- Department
of Bionanoscience, Kavli Institute of Nanoscience, Delft University of Technology, 2629 HZ Delft, The Netherlands
| | - Nynke H. Dekker
- Department
of Bionanoscience, Kavli Institute of Nanoscience, Delft University of Technology, 2629 HZ Delft, The Netherlands
- Clarendon
Laboratory, Department of Physics, University
of Oxford, Oxford OX1 3PU, U.K.
- Kavli
Institute of Nanoscience Discovery, University
of Oxford, Dorothy Crowfoot
Hodgkin Building, Oxford OX1 3QU, U.K.
| |
Collapse
|
17
|
Asar M, Newton-Northup J, Soendergaard M. Improving Pharmacokinetics of Peptides Using Phage Display. Viruses 2024; 16:570. [PMID: 38675913 PMCID: PMC11055145 DOI: 10.3390/v16040570] [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] [Received: 02/19/2024] [Revised: 04/03/2024] [Accepted: 04/05/2024] [Indexed: 04/28/2024] Open
Abstract
Phage display is a versatile method often used in the discovery of peptides that targets disease-related biomarkers. A major advantage of this technology is the ease and cost efficiency of affinity selection, also known as biopanning, to identify novel peptides. While it is relatively straightforward to identify peptides with optimal binding affinity, the pharmacokinetics of the selected peptides often prove to be suboptimal. Therefore, careful consideration of the experimental conditions, including the choice of using in vitro, in situ, or in vivo affinity selections, is essential in generating peptides with high affinity and specificity that also demonstrate desirable pharmacokinetics. Specifically, in vivo biopanning, or the combination of in vitro, in situ, and in vivo affinity selections, has been proven to influence the biodistribution and clearance of peptides and peptide-conjugated nanoparticles. Additionally, the marked difference in properties between peptides and nanoparticles must be considered. While peptide biodistribution depends primarily on physiochemical properties and can be modified by amino acid modifications, the size and shape of nanoparticles also affect both absorption and distribution. Thus, optimization of the desired pharmacokinetic properties should be an important consideration in biopanning strategies to enable the selection of peptides and peptide-conjugated nanoparticles that effectively target biomarkers in vivo.
Collapse
Affiliation(s)
- Mallika Asar
- College of Osteopathic Medicine, Kansas City University, Kansas City, MO 64106, USA;
| | | | - Mette Soendergaard
- Cell Origins LLC, 1601 South Providence Road Columbia, Columbia, MO 65203, USA;
- Department of Chemistry, Western Illinois University, Macomb, IL 61455, USA
| |
Collapse
|
18
|
Linke P, Munding N, Kimmle E, Kaufmann S, Hayashi K, Nakahata M, Takashima Y, Sano M, Bastmeyer M, Holstein T, Dietrich S, Müller‐Tidow C, Harada A, Ho AD, Tanaka M. Reversible Host-Guest Crosslinks in Supramolecular Hydrogels for On-Demand Mechanical Stimulation of Human Mesenchymal Stem Cells. Adv Healthc Mater 2024; 13:e2302607. [PMID: 38118064 PMCID: PMC11481031 DOI: 10.1002/adhm.202302607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Revised: 12/12/2023] [Indexed: 12/22/2023]
Abstract
Stem cells are regulated not only by biochemical signals but also by biophysical properties of extracellular matrix (ECM). The ECM is constantly monitored and remodeled because the fate of stem cells can be misdirected when the mechanical interaction between cells and ECM is imbalanced. A well-defined ECM model for bone marrow-derived human mesenchymal stem cells (hMSCs) based on supramolecular hydrogels containing reversible host-guest crosslinks is fabricated. The stiffness (Young's modulus E) of the hydrogels can be switched reversibly by altering the concentration of non-cytotoxic, free guest molecules dissolved in the culture medium. Fine-adjustment of substrate stiffness enables the authors to determine the critical stiffness level E* at which hMSCs turn the mechano-sensory machinery on or off. Next, the substrate stiffness across E* is switched and the dynamic adaptation characteristics such as morphology, traction force, and YAP/TAZ signaling of hMSCs are monitored. These data demonstrate the instantaneous switching of traction force, which is followed by YAP/TAZ signaling and morphological adaptation. Periodical switching of the substrate stiffness across E* proves that frequent applications of mechanical stimuli drastically suppress hMSC proliferation. Mechanical stimulation across E* level using dynamic hydrogels is a promising strategy for the on-demand control of hMSC transcription and proliferation.
Collapse
Affiliation(s)
- Philipp Linke
- Physical Chemistry of BiosystemsInstitute of Physical ChemistryHeidelberg University69120HeidelbergGermany
| | - Natalie Munding
- Physical Chemistry of BiosystemsInstitute of Physical ChemistryHeidelberg University69120HeidelbergGermany
| | - Esther Kimmle
- Physical Chemistry of BiosystemsInstitute of Physical ChemistryHeidelberg University69120HeidelbergGermany
| | - Stefan Kaufmann
- Physical Chemistry of BiosystemsInstitute of Physical ChemistryHeidelberg University69120HeidelbergGermany
| | - Kentaro Hayashi
- Center for Integrative Medicine and PhysicsInstitute for Advanced StudyKyoto UniversityKyoto606‐8501Japan
| | - Masaki Nakahata
- Department of Macromolecular ScienceGraduate School of ScienceOsaka UniversityOsaka560‐0043Japan
| | - Yoshinori Takashima
- Department of Macromolecular ScienceGraduate School of ScienceOsaka UniversityOsaka560‐0043Japan
| | - Masaki Sano
- Institute of Natural SciencesShanghai Jiao Tong UniversityShanghai200240China
| | - Martin Bastmeyer
- Center for Integrative Medicine and PhysicsInstitute for Advanced StudyKyoto UniversityKyoto606‐8501Japan
- Cell and NeurobiologyZoological InstituteKarlsruhe Institute of Technology76131KarlsruheGermany
- Institute for Biological and Chemical Systems – Biological Information Processing (IBCS‐BIP)Karlsruhe Institute of Technology76334Eggenstein‐LeopoldshafenGermany
| | - Thomas Holstein
- Center for Integrative Medicine and PhysicsInstitute for Advanced StudyKyoto UniversityKyoto606‐8501Japan
- Molecular Genetics and EvolutionCentre for Organismal StudiesHeidelberg University69221HeidelbergGermany
| | - Sascha Dietrich
- Department of Internal Medicine VHematology, Oncology, RheumatologyUniversity Hospital Heidelberg69120HeidelbergGermany
- Department of Haematology, Oncology, and Clinical ImmunologyUniversitätsklinikum Düsseldorf40225DüsseldorfGermany
| | - Carsten Müller‐Tidow
- Department of Internal Medicine VHematology, Oncology, RheumatologyUniversity Hospital Heidelberg69120HeidelbergGermany
| | - Akira Harada
- The Institute of Scientific and Industrial ResearchOsaka University8‐1 MihogaokaIbarakiOsaka567‐0047Japan
| | - Anthony D. Ho
- Center for Integrative Medicine and PhysicsInstitute for Advanced StudyKyoto UniversityKyoto606‐8501Japan
- Department of Internal Medicine VHematology, Oncology, RheumatologyUniversity Hospital Heidelberg69120HeidelbergGermany
- Molecular Medicine Partnership Unit HeidelbergEMBL and Heidelberg University69120HeidelbergGermany
| | - Motomu Tanaka
- Physical Chemistry of BiosystemsInstitute of Physical ChemistryHeidelberg University69120HeidelbergGermany
- Center for Integrative Medicine and PhysicsInstitute for Advanced StudyKyoto UniversityKyoto606‐8501Japan
| |
Collapse
|
19
|
Liu Y, Wang L, Zhao L, Zhang Y, Li ZT, Huang F. Multiple hydrogen bonding driven supramolecular architectures and their biomedical applications. Chem Soc Rev 2024; 53:1592-1623. [PMID: 38167687 DOI: 10.1039/d3cs00705g] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2024]
Abstract
Supramolecular chemistry combines the strength of molecular assembly via various molecular interactions. Hydrogen bonding facilitated self-assembly with the advantages of directionality, specificity, reversibility, and strength is a promising approach for constructing advanced supramolecules. There are still some challenges in hydrogen bonding based supramolecular polymers, such as complexity originating from tautomerism of the molecular building modules, the assembly process, and structure versatility of building blocks. In this review, examples are selected to give insights into multiple hydrogen bonding driven emerging supramolecular architectures. We focus on chiral supramolecular assemblies, multiple hydrogen bonding modules as stimuli responsive sources, interpenetrating polymer networks, multiple hydrogen bonding assisted organic frameworks, supramolecular adhesives, energy dissipators, and quantitative analysis of nano-adhesion. The applications in biomedical materials are focused with detailed examples including drug design evolution for myotonic dystrophy, molecular assembly for advanced drug delivery, an indicator displacement strategy for DNA detection, tissue engineering, and self-assembly complexes as gene delivery vectors for gene transfection. In addition, insights into the current challenges and future perspectives of this field to propel the development of multiple hydrogen bonding facilitated supramolecular materials are proposed.
Collapse
Affiliation(s)
- Yanxia Liu
- School of Materials and Energy, University of Electronic Science and Technology of China, Chengdu 611731, Sichuan, China.
| | - Lulu Wang
- State Key Laboratory of Chemistry and Utilization of Carbon-based Energy Resource, Xinjiang University, Urumqi, Xinjiang 830046, China
| | - Lin Zhao
- School of Materials and Energy, University of Electronic Science and Technology of China, Chengdu 611731, Sichuan, China.
| | - Yagang Zhang
- School of Materials and Energy, University of Electronic Science and Technology of China, Chengdu 611731, Sichuan, China.
| | - Zhan-Ting Li
- Key Laboratory of Synthetic and Self-Assembly Chemistry for Organic Functional Molecules, Shanghai Institute of Organic Chemistry (SIOC), Chinese Academy of Sciences, Shanghai 200032, China
- Department of Chemistry, Shanghai Key Laboratory of Molecular Catalysis and Innovative Materials, Fudan University, 2205 Songhu Road, Shanghai 200438, China.
| | - Feihe Huang
- Stoddart Institute of Molecular Science, Department of Chemistry, Zhejiang University, Hangzhou 310058, China.
- ZJU-Hangzhou Global Scientific and Technological Innovation Center-Hangzhou Zhijiang Silicone Chemicals Co. Ltd. Joint Lab, Zhejiang-Israel Joint Laboratory of Self-Assembling Functional Materials, ZJU-Hangzhou Global Scientific and Technological Innovation Center, Zhejiang University, Hangzhou 311215, China
| |
Collapse
|
20
|
Horst M, Meisner J, Yang J, Kouznetsova TB, Craig SL, Martínez TJ, Xia Y. Mechanochemistry of Pterodactylane. J Am Chem Soc 2024; 146:884-891. [PMID: 38131266 DOI: 10.1021/jacs.3c11293] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2023]
Abstract
Pterodactylane is a [4]-ladderane with substituents on the central rung. Comparing the mechanochemistry of the [4]-ladderane structure when pulled from the central rung versus the end rung revealed a striking difference in the threshold force of mechanoactivation: the threshold force is dramatically lowered from 1.9 nN when pulled on the end rung to 0.7 nN when pulled on the central rung. We investigated the bicyclic products formed from the mechanochemical activation of pterodactylane experimentally and computationally, which are distinct from the mechanochemical products of ladderanes being activated from the end rung. We compared the products of pterodactylane's mechanochemical and thermal activation to reveal differences and similarities in the mechanochemical and thermal pathways of pterodactylane transformation. Interestingly, we also discovered the presence of elementary steps that are accelerated or suppressed by force within the same mechanochemical reaction of pterodactylane, suggesting rich mechanochemical manifolds of multicyclic structures. We rationalized the greatly enhanced mechanochemical reactivity of the central rung of pterodactylane and discovered force-free ground state bond length to be a good low-cost predictor of the threshold force for cyclobutane-based mechanophores. These findings advance our understanding of mechanochemical reactivities and pathways, and they will guide future designs of mechanophores with low threshold forces to facilitate their applications in force-responsive materials.
Collapse
Affiliation(s)
- Matías Horst
- Department of Chemistry, Stanford University, Stanford, California 94305, United States
| | - Jan Meisner
- Department of Chemistry, Stanford University, Stanford, California 94305, United States
- Institute for Physical Chemistry, Department of Chemistry, Heinrich-Heine-Universität Düsseldorf, Düsseldorf D-40225, Germany
| | - Jinghui Yang
- Department of Chemistry, Stanford University, Stanford, California 94305, United States
| | - Tatiana B Kouznetsova
- Department of Chemistry, Duke University, Durham, North Carolina 27708, United States
| | - Stephen L Craig
- Department of Chemistry, Duke University, Durham, North Carolina 27708, United States
| | - Todd J Martínez
- Department of Chemistry, Stanford University, Stanford, California 94305, United States
- SLAC National Accelerator Laboratory, Menlo Park, California 94025, United States
| | - Yan Xia
- Department of Chemistry, Stanford University, Stanford, California 94305, United States
| |
Collapse
|
21
|
Kim S, Cathey MVJ, Bounds BC, Scholl Z, Marszalek PE, Kim M. Ligand-Mediated Mechanical Enhancement in Protein Complexes at Nano- and Macro-Scale. ACS APPLIED MATERIALS & INTERFACES 2024; 16:272-280. [PMID: 38111156 DOI: 10.1021/acsami.3c14653] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/20/2023]
Abstract
Protein self-assembly plays a vital role in a myriad of biological functions and in the construction of biomaterials. Although the physical association underlying these assemblies offers high specificity, the advantage often compromises the overall durability of protein complexes. To address this challenge, we propose a novel strategy that reinforces the molecular self-assembly of protein complexes mediated by their ligand. Known for their robust noncovalent interactions with biotin, streptavidin (SAv) tetramers are examined to understand how the ligand influences the mechanical strength of protein complexes at the nanoscale and macroscale, employing atomic force microscopy-based single-molecule force spectroscopy, rheology, and bioerosion analysis. Our study reveals that biotin binding enhances the mechanical strength of individual SAv tetramers at the nanoscale. This enhancement translates into improved shear elasticity and reduced bioerosion rates when SAv tetramers are utilized as cross-linking junctions within hydrogel. This approach, which enhances the mechanical strength of protein-based materials without compromising specificity, is expected to open new avenues for advanced biotechnological applications, including self-assembled, robust biomimetic scaffolds and soft robotics.
Collapse
Affiliation(s)
- Samuel Kim
- Department of Biomedical Engineering, University of Arizona, Tucson, Arizona 85721, United States
| | - Marcus V J Cathey
- Department of Biomedical Engineering, University of Arizona, Tucson, Arizona 85721, United States
| | - Brandon C Bounds
- Department of Biomedical Engineering, University of Arizona, Tucson, Arizona 85721, United States
| | - Zackary Scholl
- Department of Mechanical Engineering and Materials Science, Duke University, Durham, North Carolina 27708, United States
| | - Piotr E Marszalek
- Department of Mechanical Engineering and Materials Science, Duke University, Durham, North Carolina 27708, United States
| | - Minkyu Kim
- Department of Biomedical Engineering, University of Arizona, Tucson, Arizona 85721, United States
- Department of Materials Science and Engineering, University of Arizona, Tucson, Arizona 85721, United States
- BIO5 Institute, University of Arizona, Tucson, Arizona 85719, United States
| |
Collapse
|
22
|
Pincet L, Pincet F. Membrane Tubulation with a Biomembrane Force Probe. MEMBRANES 2023; 13:910. [PMID: 38132914 PMCID: PMC10744658 DOI: 10.3390/membranes13120910] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Revised: 12/09/2023] [Accepted: 12/12/2023] [Indexed: 12/23/2023]
Abstract
Tubulation is a common cellular process involving the formation of membrane tubes ranging from 50 nm to 1 µm in diameter. These tubes facilitate intercompartmental connections, material transport within cells and content exchange between cells. The high curvature of these tubes makes them specific targets for proteins that sense local geometry. In vitro, similar tubes have been created by pulling on the membranes of giant unilamellar vesicles. Optical tweezers and micromanipulation are typically used in these experiments, involving the manipulation of a GUV with a micropipette and a streptavidin-coated bead trapped in optical tweezers. The interaction forms streptavidin/biotin bonds, leading to tube formation. Here, we propose a cost-effective alternative using only micromanipulation techniques, replacing optical tweezers with a Biomembrane Force Probe (BFP). The BFP, employing a biotinylated erythrocyte as a nanospring, allows for the controlled measurement of forces ranging from 1 pN to 1 nN. The BFP has been widely used to study molecular interactions in cellular processes, extending beyond its original purpose. We outline the experimental setup, tube formation and characterization of tube dimensions and energetics, and discuss the advantages and limitations of this approach in studying membrane tubulation.
Collapse
Affiliation(s)
- Lancelot Pincet
- Institut des Sciences Moléculaires d’Orsay, Université Paris-Saclay, CNRS, F-91405 Orsay, France;
| | - Frédéric Pincet
- Laboratoire de Physique de l’École Normale Supérieure, ENS, Université PSL, CNRS, Sorbonne Université, Université Paris Cité, F-75005 Paris, France
| |
Collapse
|
23
|
Wang D, Hedayati M, Stuart JD, Madruga LYC, Popat KC, Snow CD, Kipper MJ. Ligand Presentation Inside Protein Crystal Nanopores: Tunable Interfacial Adhesion Noncovalently Modulates Cell Attachment. MATERIALS TODAY. NANO 2023; 24:100432. [PMID: 38370345 PMCID: PMC10871713 DOI: 10.1016/j.mtnano.2023.100432] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/20/2024]
Abstract
Protein crystals with sufficiently large solvent pores can non-covalently adsorb polymers in the pores. In principle, if these polymers contain cell adhesion ligands, the polymer-laden crystals could present ligands to cells with tunable adhesion strength. Moreover, porous protein crystals can store an internal ligand reservoir, so that the surface can be replenished. In this study, we demonstrate that poly(ethylene glycol) terminated with a cyclic cell adhesion ligand peptide (PEG-RGD) can be loaded into porous protein crystals by diffusion. Through atomic force microscopy (AFM), force-distance correlations of the mechanical interactions between activated AFM tips and protein crystals were precisely measured. The activation of AFM tips allows the tips to interact with PEG-RGD that was pre-loaded in the protein crystal nanopores, mimicking how a cell might attach to and pull on the ligand through integrin receptors. The AFM experiments also simultaneously reveal the detailed morphology of the buffer-immersed nanoporous protein crystal surface. We also show that porous protein crystals (without and with loaded PEG-RGD) serve as suitable substrates for attachment and spreading of adipose-derived stem cells. This strategy can be used to design surfaces that non-covalently present multiple different ligands to cells with tunable adhesive strength for each ligand, and with an internal reservoir to replenish the precisely defined crystalline surface.
Collapse
Affiliation(s)
- Dafu Wang
- Department of Chemical and Biological Engineering, Colorado State University, 1370Campus Delivery, Fort Collins, CO 80523, U.S.A
- School of Advanced Materials Discovery, Colorado State University, 1617 Campus Delivery, Fort Collins, CO 80523, U.S.A
| | - Mohammadhasan Hedayati
- Department of Chemical and Biological Engineering, Colorado State University, 1370Campus Delivery, Fort Collins, CO 80523, U.S.A
| | - Julius D Stuart
- Department of Chemistry, Colorado State University, 1872 Campus Delivery, FortCollins, CO 80523, U.S.A
| | - Liszt Y C Madruga
- Department of Chemical and Biological Engineering, Colorado State University, 1370Campus Delivery, Fort Collins, CO 80523, U.S.A
| | - Ketul C Popat
- Department of Chemical and Biological Engineering, Colorado State University, 1370Campus Delivery, Fort Collins, CO 80523, U.S.A
| | - Christopher D Snow
- Department of Chemical and Biological Engineering, Colorado State University, 1370Campus Delivery, Fort Collins, CO 80523, U.S.A
- School of Advanced Materials Discovery, Colorado State University, 1617 Campus Delivery, Fort Collins, CO 80523, U.S.A
- Department of Chemistry, Colorado State University, 1872 Campus Delivery, FortCollins, CO 80523, U.S.A
- School of Biomedical Engineering, Colorado State University, 1301 Campus Delivery, Fort Collins, CO 80523, U.S.A
| | - Matt J Kipper
- Department of Chemical and Biological Engineering, Colorado State University, 1370Campus Delivery, Fort Collins, CO 80523, U.S.A
- School of Advanced Materials Discovery, Colorado State University, 1617 Campus Delivery, Fort Collins, CO 80523, U.S.A
- School of Biomedical Engineering, Colorado State University, 1301 Campus Delivery, Fort Collins, CO 80523, U.S.A
| |
Collapse
|
24
|
Ukraintsev E, Rezek B. Non-contact non-resonant atomic force microscopy method for measurements of highly mobile molecules and nanoparticles. Ultramicroscopy 2023; 253:113816. [PMID: 37531754 DOI: 10.1016/j.ultramic.2023.113816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Revised: 04/13/2023] [Accepted: 07/25/2023] [Indexed: 08/04/2023]
Abstract
Atomic force microscopy (AFM) is nowadays indispensable versatile scanning probe method widely employed for fundamental and applied research in physics, chemistry, biology as well as industrial metrology. Conventional AFM systems can operate in various environments such as ultra-high vacuum, electrolyte solutions, or controlled gas atmosphere. Measurements in ambient air are prevalent due to their technical simplicity; however, there are drawbacks such as formation of water meniscus that greatly increases attractive interaction (adhesion) between the tip and the sample, reduced spatial resolution, and too strong interactions leading to tip and/or sample modifications. Here we show how the attractive forces in AFM under ambient conditions can be used with advantage to probe surface properties in a very sensitive way even on highly mobile molecules and nanoparticles. We introduce a stable non-contact non-resonant (NCNR) AFM method which enables to reliably perform measurements in the attractive force regime even in air by controlling the tip position in the intimate surface vicinity without touching it. We demonstrate proof-of-concept results on helicene-based macrocycles, DNA on mica, and nanodiamonds on SiO2. We compare the results with other conventional AFM regimes, showing NCNR advantages such as higher spatial resolution, reduced tip contamination, and negligible sample modification. We analyze principle physical and chemical mechanisms influencing the measurements, discuss issues of stability and various possible method implementations. We explain how the NCNR method can be applied in any AFM system by a mere software modification. The method thus opens a new research field for measurements of highly sensitive and mobile nanoscale objects under air and other environments.
Collapse
Affiliation(s)
- Egor Ukraintsev
- Faculty of Electrical Engineering, Czech Technical University in Prague, Technická 2, Prague 6, 166 27, Czech Republic.
| | - Bohuslav Rezek
- Faculty of Electrical Engineering, Czech Technical University in Prague, Technická 2, Prague 6, 166 27, Czech Republic
| |
Collapse
|
25
|
Moldovan L, Song CH, Chen YC, Wang HJ, Ju LA. Biomembrane force probe (BFP): Design, advancements, and recent applications to live-cell mechanobiology. EXPLORATION (BEIJING, CHINA) 2023; 3:20230004. [PMID: 37933233 PMCID: PMC10624387 DOI: 10.1002/exp.20230004] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/19/2023] [Accepted: 06/18/2023] [Indexed: 11/08/2023]
Abstract
Mechanical forces play a vital role in biological processes at molecular and cellular levels, significantly impacting various diseases such as cancer, cardiovascular disease, and COVID-19. Recent advancements in dynamic force spectroscopy (DFS) techniques have enabled the application and measurement of forces and displacements with high resolutions, providing crucial insights into the mechanical pathways underlying these diseases. Among DFS techniques, the biomembrane force probe (BFP) stands out for its ability to measure bond kinetics and cellular mechanosensing with pico-newton and nano-meter resolutions. Here, a comprehensive overview of the classical BFP-DFS setup is presented and key advancements are emphasized, including the development of dual biomembrane force probe (dBFP) and fluorescence biomembrane force probe (fBFP). BFP-DFS allows us to investigate dynamic bond behaviors on living cells and significantly enhances the understanding of specific ligand-receptor axes mediated cell mechanosensing. The contributions of BFP-DFS to the fields of cancer biology, thrombosis, and inflammation are delved into, exploring its potential to elucidate novel therapeutic discoveries. Furthermore, future BFP upgrades aimed at improving output and feasibility are anticipated, emphasizing its growing importance in the field of cell mechanobiology. Although BFP-DFS remains a niche research modality, its impact on the expanding field of cell mechanobiology is immense.
Collapse
Affiliation(s)
- Laura Moldovan
- School of Biomedical EngineeringThe University of SydneyDarlingtonNew South WalesAustralia
- Charles Perkins CentreThe University of SydneyCamperdownNew South WalesAustralia
- Heart Research InstituteNewtownNew South WalesAustralia
| | - Caroline Haoran Song
- School of Biomedical EngineeringThe University of SydneyDarlingtonNew South WalesAustralia
- Charles Perkins CentreThe University of SydneyCamperdownNew South WalesAustralia
- Heart Research InstituteNewtownNew South WalesAustralia
- Sydney Nano Institute (Sydney Nano)The University of SydneyCamperdownNew South WalesAustralia
| | - Yiyao Catherine Chen
- School of Biomedical EngineeringThe University of SydneyDarlingtonNew South WalesAustralia
| | - Haoqing Jerry Wang
- School of Biomedical EngineeringThe University of SydneyDarlingtonNew South WalesAustralia
- Heart Research InstituteNewtownNew South WalesAustralia
- Sydney Nano Institute (Sydney Nano)The University of SydneyCamperdownNew South WalesAustralia
| | - Lining Arnold Ju
- School of Biomedical EngineeringThe University of SydneyDarlingtonNew South WalesAustralia
- Charles Perkins CentreThe University of SydneyCamperdownNew South WalesAustralia
- Heart Research InstituteNewtownNew South WalesAustralia
- Sydney Nano Institute (Sydney Nano)The University of SydneyCamperdownNew South WalesAustralia
| |
Collapse
|
26
|
Zheng B, Xiao Y, Tong B, Mao Y, Ge R, Tian F, Dong X, Zheng P. S373P Mutation Stabilizes the Receptor-Binding Domain of the Spike Protein in Omicron and Promotes Binding. JACS AU 2023; 3:1902-1910. [PMID: 37502147 PMCID: PMC10369413 DOI: 10.1021/jacsau.3c00142] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Revised: 06/12/2023] [Accepted: 06/12/2023] [Indexed: 07/29/2023]
Abstract
A cluster of several newly occurring mutations on Omicron is found at the β-core region of the spike protein's receptor-binding domain (RBD), where mutation rarely happened before. Notably, the binding of SARS-CoV-2 to human receptor ACE2 via RBD happens in a dynamic airway environment, where mechanical force caused by coughing or sneezing occurs. Thus, we used atomic force microscopy-based single-molecule force spectroscopy (AFM-SMFS) to measure the stability of RBDs and found that the mechanical stability of Omicron RBD increased by ∼20% compared with the wild type. Molecular dynamics (MD) simulations revealed that Omicron RBD showed more hydrogen bonds in the β-core region due to the closing of the α-helical motif caused primarily by the S373P mutation. In addition to a higher unfolding force, we showed a higher dissociation force between Omicron RBD and ACE2. This work reveals the mechanically stabilizing effect of the conserved mutation S373P for Omicron and the possible evolution trend of the β-core region of RBD.
Collapse
Affiliation(s)
- Bin Zheng
- State
Key Laboratory of Coordination Chemistry, Chemistry and Biomedicine
Innovation Center (ChemBIC), School of Chemistry and Chemical Engineering, Nanjing University, Nanjing, Jiangsu 210023, China
| | - Yuelong Xiao
- State
Key Laboratory of Coordination Chemistry, Chemistry and Biomedicine
Innovation Center (ChemBIC), School of Chemistry and Chemical Engineering, Nanjing University, Nanjing, Jiangsu 210023, China
| | - Bei Tong
- Institute
of Botany, Jiangsu Province and Chinese
Academy of Sciences, Nanjing, Jiangsu 210014, China
| | - Yutong Mao
- State
Key Laboratory of Coordination Chemistry, Chemistry and Biomedicine
Innovation Center (ChemBIC), School of Chemistry and Chemical Engineering, Nanjing University, Nanjing, Jiangsu 210023, China
| | - Rui Ge
- State
Key Laboratory of Coordination Chemistry, Chemistry and Biomedicine
Innovation Center (ChemBIC), School of Chemistry and Chemical Engineering, Nanjing University, Nanjing, Jiangsu 210023, China
| | - Fang Tian
- State
Key Laboratory of Coordination Chemistry, Chemistry and Biomedicine
Innovation Center (ChemBIC), School of Chemistry and Chemical Engineering, Nanjing University, Nanjing, Jiangsu 210023, China
| | - Xianchi Dong
- State
Key Laboratory of Pharmaceutical Biotechnology, School of Life Sciences, Nanjing University, Nanjing, Jiangsu 210023, China
- Engineering
Research Center of Protein and Peptide Medicine, Ministry of Education, Nanjing, Jiangsu 210023, China
| | - Peng Zheng
- State
Key Laboratory of Coordination Chemistry, Chemistry and Biomedicine
Innovation Center (ChemBIC), School of Chemistry and Chemical Engineering, Nanjing University, Nanjing, Jiangsu 210023, China
| |
Collapse
|
27
|
Lin AJ, Sihorwala AZ, Belardi B. Engineering Tissue-Scale Properties with Synthetic Cells: Forging One from Many. ACS Synth Biol 2023; 12:1889-1907. [PMID: 37417657 PMCID: PMC11017731 DOI: 10.1021/acssynbio.3c00061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/08/2023]
Abstract
In metazoans, living cells achieve capabilities beyond individual cell functionality by assembling into multicellular tissue structures. These higher-order structures represent dynamic, heterogeneous, and responsive systems that have evolved to regenerate and coordinate their actions over large distances. Recent advances in constructing micrometer-sized vesicles, or synthetic cells, now point to a future where construction of synthetic tissue can be pursued, a boon to pressing material needs in biomedical implants, drug delivery systems, adhesives, filters, and storage devices, among others. To fully realize the potential of synthetic tissue, inspiration has been and will continue to be drawn from new molecular findings on its natural counterpart. In this review, we describe advances in introducing tissue-scale features into synthetic cell assemblies. Beyond mere complexation, synthetic cells have been fashioned with a variety of natural and engineered molecular components that serve as initial steps toward morphological control and patterning, intercellular communication, replication, and responsiveness in synthetic tissue. Particular attention has been paid to the dynamics, spatial constraints, and mechanical strengths of interactions that drive the synthesis of this next-generation material, describing how multiple synthetic cells can act as one.
Collapse
Affiliation(s)
- Alexander J Lin
- Department of Chemistry, University of Texas at Austin, Austin, Texas 78712, United States
| | - Ahmed Z Sihorwala
- McKetta Department of Chemical Engineering, University of Texas at Austin, Austin, Texas 78712, United States
| | - Brian Belardi
- McKetta Department of Chemical Engineering, University of Texas at Austin, Austin, Texas 78712, United States
| |
Collapse
|
28
|
Wang YJ, Valotteau C, Aimard A, Villanueva L, Kostrz D, Follenfant M, Strick T, Chames P, Rico F, Gosse C, Limozin L. Combining DNA scaffolds and acoustic force spectroscopy to characterize individual protein bonds. Biophys J 2023; 122:2518-2530. [PMID: 37290437 PMCID: PMC10323022 DOI: 10.1016/j.bpj.2023.05.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2022] [Revised: 12/13/2022] [Accepted: 05/03/2023] [Indexed: 06/10/2023] Open
Abstract
Single-molecule data are of great significance in biology, chemistry, and medicine. However, new experimental tools to characterize, in a multiplexed manner, protein bond rupture under force are still needed. Acoustic force spectroscopy is an emerging manipulation technique which generates acoustic waves to apply force in parallel on multiple microbeads tethered to a surface. We here exploit this configuration in combination with the recently developed modular junctured-DNA scaffold that has been designed to study protein-protein interactions at the single-molecule level. By applying repetitive constant force steps on the FKBP12-rapamycin-FRB complex, we measure its unbinding kinetics under force at the single-bond level. Special efforts are made in analyzing the data to identify potential pitfalls. We propose a calibration method allowing in situ force determination during the course of the unbinding measurement. We compare our results with well-established techniques, such as magnetic tweezers, to ensure their accuracy. We also apply our strategy to study the force-dependent rupture of a single-domain antibody with its antigen. Overall, we get a good agreement with the published parameters that have been obtained at zero force and population level. Thus, our technique offers single-molecule precision for multiplexed measurements of interactions of biotechnological and medical interest.
Collapse
Affiliation(s)
- Yong Jian Wang
- Aix-Marseille Université, CNRS, INSERM, Laboratoire Adhesion et Inflammation, Turing Centre for Living systems, Marseille, France.
| | - Claire Valotteau
- Aix-Marseille Université, CNRS, INSERM, Laboratoire Adhesion et Inflammation, Turing Centre for Living systems, Marseille, France
| | - Adrien Aimard
- Aix-Marseille Université, CNRS, INSERM, Institut Paoli-Calmettes, Centre de Recherche en Cancerologie de Marseille, Marseille, France
| | - Lorenzo Villanueva
- Aix-Marseille Université, CNRS, INSERM, Laboratoire Adhesion et Inflammation, Turing Centre for Living systems, Marseille, France
| | - Dorota Kostrz
- Institut de Biologie de l'Ecole Normale Supérieure, ENS, CNRS, INSERM, PSL Research University, Paris, France
| | - Maryne Follenfant
- Institut de Biologie de l'Ecole Normale Supérieure, ENS, CNRS, INSERM, PSL Research University, Paris, France
| | - Terence Strick
- Institut de Biologie de l'Ecole Normale Supérieure, ENS, CNRS, INSERM, PSL Research University, Paris, France
| | - Patrick Chames
- Aix-Marseille Université, CNRS, INSERM, Institut Paoli-Calmettes, Centre de Recherche en Cancerologie de Marseille, Marseille, France
| | - Felix Rico
- Aix-Marseille Université, CNRS, INSERM, Laboratoire Adhesion et Inflammation, Turing Centre for Living systems, Marseille, France
| | - Charlie Gosse
- Institut de Biologie de l'Ecole Normale Supérieure, ENS, CNRS, INSERM, PSL Research University, Paris, France.
| | - Laurent Limozin
- Aix-Marseille Université, CNRS, INSERM, Laboratoire Adhesion et Inflammation, Turing Centre for Living systems, Marseille, France.
| |
Collapse
|
29
|
Fernandez M, Shkumatov AV, Liu Y, Stulemeijer C, Derclaye S, Efremov R, Hallet B, Alsteens D. AFM-based force spectroscopy unravels stepwise formation of the DNA transposition complex in the widespread Tn3 family mobile genetic elements. Nucleic Acids Res 2023; 51:4929-4941. [PMID: 37026471 PMCID: PMC10250215 DOI: 10.1093/nar/gkad241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Revised: 03/03/2023] [Accepted: 03/23/2023] [Indexed: 04/08/2023] Open
Abstract
Transposon Tn4430 belongs to a widespread family of bacterial transposons, the Tn3 family, which plays a prevalent role in the dissemination of antibiotic resistance among pathogens. Despite recent data on the structural architecture of the transposition complex, the molecular mechanisms underlying the replicative transposition of these elements are still poorly understood. Here, we use force-distance curve-based atomic force microscopy to probe the binding of the TnpA transposase of Tn4430 to DNA molecules containing one or two transposon ends and to extract the thermodynamic and kinetic parameters of transposition complex assembly. Comparing wild-type TnpA with previously isolated deregulated TnpA mutants supports a stepwise pathway for transposition complex formation and activation during which TnpA first binds as a dimer to a single transposon end and then undergoes a structural transition that enables it to bind the second end cooperatively and to become activated for transposition catalysis, the latter step occurring at a much faster rate for the TnpA mutants. Our study thus provides an unprecedented approach to probe the dynamic of a complex DNA processing machinery at the single-particle level.
Collapse
Affiliation(s)
- Maricruz Fernandez
- NanoBioPhysics lab, Louvain Institute of Biomolecular Science and Technology, Université catholique de Louvain, Louvain-la-Neuve, Belgium
- Biochemistry and Genetics of Microorganisms, Louvain Institute of Biomolecular Science and Technology, Université catholique de Louvain, Louvain-la-Neuve, Belgium
| | - Alexander V Shkumatov
- Center for Structural Biology, Vlaams Instituut voor Biotechnologie, Brussels, Belgium
- Structural Biology Brussels, Department of Bioengineering Sciences, Vrije Universiteit Brussel, Brussels, Belgium
| | - Yun Liu
- Center for Structural Biology, Vlaams Instituut voor Biotechnologie, Brussels, Belgium
- Structural Biology Brussels, Department of Bioengineering Sciences, Vrije Universiteit Brussel, Brussels, Belgium
| | - Claire Stulemeijer
- Biochemistry and Genetics of Microorganisms, Louvain Institute of Biomolecular Science and Technology, Université catholique de Louvain, Louvain-la-Neuve, Belgium
| | - Sylvie Derclaye
- NanoBioPhysics lab, Louvain Institute of Biomolecular Science and Technology, Université catholique de Louvain, Louvain-la-Neuve, Belgium
| | - Rouslan G Efremov
- Center for Structural Biology, Vlaams Instituut voor Biotechnologie, Brussels, Belgium
- Structural Biology Brussels, Department of Bioengineering Sciences, Vrije Universiteit Brussel, Brussels, Belgium
| | - Bernard Hallet
- Biochemistry and Genetics of Microorganisms, Louvain Institute of Biomolecular Science and Technology, Université catholique de Louvain, Louvain-la-Neuve, Belgium
| | - David Alsteens
- NanoBioPhysics lab, Louvain Institute of Biomolecular Science and Technology, Université catholique de Louvain, Louvain-la-Neuve, Belgium
| |
Collapse
|
30
|
Wang C, Paiva TO, Motta C, Speziale P, Pietrocola G, Dufrêne YF. Catch Bond-Mediated Adhesion Drives Staphylococcus aureus Host Cell Invasion. NANO LETTERS 2023. [PMID: 37267288 DOI: 10.1021/acs.nanolett.3c01387] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
Various viruses and pathogenic bacteria interact with annexin A2 to invade mammalian cells. Here, we show that Staphylococcus aureus engages in extremely strong catch bonds for host cell invasion. By means of single-molecule atomic force microscopy, we find that bacterial surface-located clumping factors bind annexin A2 with extraordinary strength, indicating that these bonds are extremely resilient to mechanical tension. By determining the lifetimes of the complexes under increasing mechanical stress, we demonstrate that the adhesins form catch bonds with their ligand that are capable to sustain forces of 1500-1700 pN. The force-dependent adhesion mechanism identified here provides a molecular framework to explain how S. aureus pathogens tightly attach to host cells during invasion and shows promise for the design of new therapeutics against intracellular S. aureus.
Collapse
Affiliation(s)
- Can Wang
- Louvain Institute of Biomolecular Science and Technology, UCLouvain, Croix du Sud, 4-5, bte L7.07.07, B-1348 Louvain-la-Neuve, Belgium
| | - Telmo O Paiva
- Louvain Institute of Biomolecular Science and Technology, UCLouvain, Croix du Sud, 4-5, bte L7.07.07, B-1348 Louvain-la-Neuve, Belgium
| | - Chiara Motta
- Department of Molecular Medicine, Biochemistry Unit, University of Pavia, Viale Taramelli 3/b, 27100 Pavia, Italy
| | - Pietro Speziale
- Department of Molecular Medicine, Biochemistry Unit, University of Pavia, Viale Taramelli 3/b, 27100 Pavia, Italy
| | - Giampiero Pietrocola
- Department of Molecular Medicine, Biochemistry Unit, University of Pavia, Viale Taramelli 3/b, 27100 Pavia, Italy
| | - Yves F Dufrêne
- Louvain Institute of Biomolecular Science and Technology, UCLouvain, Croix du Sud, 4-5, bte L7.07.07, B-1348 Louvain-la-Neuve, Belgium
| |
Collapse
|
31
|
Cai W, Jäger M, Bullerjahn JT, Hugel T, Wolf S, Balzer BN. Anisotropic Friction in a Ligand-Protein Complex. NANO LETTERS 2023; 23:4111-4119. [PMID: 36948207 DOI: 10.1021/acs.nanolett.2c04632] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
The effect of an externally applied directional force on molecular friction is so far poorly understood. Here, we study the force-driven dissociation of the ligand-protein complex biotin-streptavidin and identify anisotropic friction as a not yet described type of molecular friction. Using AFM-based stereographic single molecule force spectroscopy and targeted molecular dynamics simulations, we find that the rupture force and friction for biotin-streptavidin vary with the pulling angle. This observation holds true for friction extracted from Kramers' rate expression and by dissipation-corrected targeted molecular dynamics simulations based on Jarzynski's identity. We rule out ligand solvation and protein-internal friction as sources of the angle-dependent friction. Instead, we observe a heterogeneity in free energy barriers along an experimentally uncontrolled orientation parameter, which increases the rupture force variance and therefore the overall friction. We anticipate that anisotropic friction needs to be accounted for in a complete understanding of friction in biomolecular dynamics and anisotropic mechanical environments.
Collapse
Affiliation(s)
- Wanhao Cai
- Institute of Physical Chemistry, University of Freiburg, Albertstr. 21, 79104 Freiburg, Germany
| | - Miriam Jäger
- Biomolecular Dynamics, Institute of Physics, University of Freiburg, Hermann-Herder-Str. 3, 79104 Freiburg, Germany
| | - Jakob T Bullerjahn
- Department of Theoretical Biophysics, Max Planck Institute of Biophysics, Max-von-Laue-Str. 3, 60438 Frankfurt am Main, Germany
| | - Thorsten Hugel
- Institute of Physical Chemistry, University of Freiburg, Albertstr. 21, 79104 Freiburg, Germany
- Cluster of Excellence livMatS @ FIT - Freiburg Center for Interactive Materials and Bioinspired Technologies, University of Freiburg, Georges-Köhler-Allee 105, 79110 Freiburg, Germany
| | - Steffen Wolf
- Biomolecular Dynamics, Institute of Physics, University of Freiburg, Hermann-Herder-Str. 3, 79104 Freiburg, Germany
| | - Bizan N Balzer
- Institute of Physical Chemistry, University of Freiburg, Albertstr. 21, 79104 Freiburg, Germany
- Cluster of Excellence livMatS @ FIT - Freiburg Center for Interactive Materials and Bioinspired Technologies, University of Freiburg, Georges-Köhler-Allee 105, 79110 Freiburg, Germany
- Freiburg Materials Research Center (FMF), University of Freiburg, Stefan-Meier-Str. 21, 79104 Freiburg, Germany
| |
Collapse
|
32
|
Raffa V. Force: A messenger of axon outgrowth. Semin Cell Dev Biol 2023; 140:3-12. [PMID: 35817654 DOI: 10.1016/j.semcdb.2022.07.004] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Revised: 07/05/2022] [Accepted: 07/05/2022] [Indexed: 01/28/2023]
Abstract
The axon is a sophisticated macromolecular machine composed of interrelated parts that transmit signals like spur gears transfer motion between parallel shafts. The growth cone is a fine sensor that integrates mechanical and chemical cues and transduces these signals through the generation of a traction force that pushes the tip and pulls the axon shaft forward. The axon shaft, in turn, senses this pulling force and transduces this signal in an orchestrated response, coordinating cytoskeleton remodeling and intercalated mass addition to sustain and support the advancing of the tip. Extensive research suggests that the direct application of active force is per se a powerful inducer of axon growth, potentially bypassing the contribution of the growth cone. This review provides a critical perspective on current knowledge of how the force is a messenger of axon growth and its mode of action for controlling navigation, including aspects that remain unclear. It also focuses on novel approaches and tools designed to mechanically manipulate axons, and discusses their implications in terms of potential novel therapies for re-wiring the nervous system.
Collapse
Affiliation(s)
- Vittoria Raffa
- Department of Biology, University of Pisa, SS12 Abetone e Brennero, 4, 56127 Pisa, Italy.
| |
Collapse
|
33
|
Tong T, Liu X, Li T, Park S, Anger B. A Tale of Two Foulants: The Coupling of Organic Fouling and Mineral Scaling in Membrane Desalination. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2023; 57:7129-7149. [PMID: 37104038 DOI: 10.1021/acs.est.3c00414] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
Membrane desalination that enables the harvesting of purified water from unconventional sources such as seawater, brackish groundwater, and wastewater has become indispensable to ensure sustainable freshwater supply in the context of a changing climate. However, the efficiency of membrane desalination is greatly constrained by organic fouling and mineral scaling. Although extensive studies have focused on understanding membrane fouling or scaling separately, organic foulants commonly coexist with inorganic scalants in the feedwaters of membrane desalination. Compared to individual fouling or scaling, combined fouling and scaling often exhibits different behaviors and is governed by foulant-scalant interactions, resembling more complex but practical scenarios than using feedwaters containing only organic foulants or inorganic scalants. In this critical review, we first summarize the performance of membrane desalination under combined fouling and scaling, involving mineral scales formed via both crystallization and polymerization. We then provide the state-of-the-art knowledge and characterization techniques pertaining to the molecular interactions between organic foulants and inorganic scalants, which alter the kinetics and thermodynamics of mineral nucleation as well as the deposition of mineral scales onto membrane surfaces. We further review the current efforts of mitigating combined fouling and scaling via membrane materials development and pretreatment. Finally, we provide prospects for future research needs that guide the design of more effective control strategies for combined fouling and scaling to improve the efficiency and resilience of membrane desalination for the treatment of feedwaters with complex compositions.
Collapse
Affiliation(s)
- Tiezheng Tong
- Department of Civil and Environmental Engineering, Colorado State University, Fort Collins, Colorado 80523, United States
| | - Xitong Liu
- Department of Civil and Environmental Engineering, George Washington University, Washington, D.C. 20052, United States
| | - Tianshu Li
- Department of Civil and Environmental Engineering, George Washington University, Washington, D.C. 20052, United States
| | - Shinyun Park
- Department of Civil and Environmental Engineering, Colorado State University, Fort Collins, Colorado 80523, United States
| | - Bridget Anger
- Department of Civil and Environmental Engineering, George Washington University, Washington, D.C. 20052, United States
| |
Collapse
|
34
|
Tanaka M, Thoma J, Poisa-Beiro L, Wuchter P, Eckstein V, Dietrich S, Pabst C, Müller-Tidow C, Ohta T, Ho AD. Physical biomarkers for human hematopoietic stem and progenitor cells. Cells Dev 2023; 174:203845. [PMID: 37116713 DOI: 10.1016/j.cdev.2023.203845] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Revised: 04/18/2023] [Accepted: 04/21/2023] [Indexed: 04/30/2023]
Abstract
Adhesion of hematopoietic stem and progenitor cells (HSPCs) to the bone marrow niche plays critical roles in the maintenance of the most primitive HSPCs. The interactions of HSPC-niche interactions are clinically relevant in acute myeloid leukemia (AML), because (i) leukemia-initiating cells adhered to the marrow niche are protected from the cytotoxic effect by chemotherapy and (ii) mobilization of HSPCs from healthy donors' bone marrow is crucial for the effective stem cell transplantation. However, although many clinical agents have been developed for the HSPC mobilization, the effects caused by the extrinsic molecular cues were traditionally evaluated based on phenomenological observations. This review highlights the recent interdisciplinary challenges of hematologists, biophysicists and cell biologists towards the design of defined in vitro niche models and the development of physical biomarkers for quantitative indexing of differential effects of clinical agents on human HSPCs.
Collapse
Affiliation(s)
- Motomu Tanaka
- Physical Chemistry of Biosystems, Institute of Physical Chemistry, INF253, Heidelberg University, 69120 Heidelberg, Germany; Center for Integrative Medicine and Physics, Institute for Advanced Study, Kyoto University, 606-8501 Kyoto, Japan.
| | - Judith Thoma
- Physical Chemistry of Biosystems, Institute of Physical Chemistry, INF253, Heidelberg University, 69120 Heidelberg, Germany
| | - Laura Poisa-Beiro
- Department of Medicine V, Heidelberg University, INF410, 69120 Heidelberg, Germany
| | - Patrick Wuchter
- Department of Medicine V, Heidelberg University, INF410, 69120 Heidelberg, Germany
| | - Volker Eckstein
- Department of Medicine V, Heidelberg University, INF410, 69120 Heidelberg, Germany
| | - Sascha Dietrich
- Department of Medicine V, Heidelberg University, INF410, 69120 Heidelberg, Germany
| | - Caroline Pabst
- Department of Medicine V, Heidelberg University, INF410, 69120 Heidelberg, Germany
| | - Carsten Müller-Tidow
- Department of Medicine V, Heidelberg University, INF410, 69120 Heidelberg, Germany
| | - Takao Ohta
- Center for Integrative Medicine and Physics, Institute for Advanced Study, Kyoto University, 606-8501 Kyoto, Japan
| | - Anthony D Ho
- Center for Integrative Medicine and Physics, Institute for Advanced Study, Kyoto University, 606-8501 Kyoto, Japan; Department of Medicine V, Heidelberg University, INF410, 69120 Heidelberg, Germany; Molecular Medicine Partnership Unit Heidelberg, European Molecular Biology Laboratory (EMBL), Heidelberg University, 69120 Heidelberg, Germany.
| |
Collapse
|
35
|
Dumitru AC, Koehler M. Recent advances in the application of atomic force microscopy to structural biology. J Struct Biol 2023; 215:107963. [PMID: 37044358 DOI: 10.1016/j.jsb.2023.107963] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Revised: 02/21/2023] [Accepted: 04/07/2023] [Indexed: 04/14/2023]
Abstract
The application of atomic force microscopy (AFM) for (functional) imaging and manipulating biomolecules at all levels of organization has enabled great progress in the structural biology field over the last decades, contributing to the discovery of novel structural entities of biological significance across many disciplines ranging from biochemistry, biomedicine and biophysics to molecular and cell biology, up to food systems and beyond. AFM has the capability to generate high-resolution topographic images spanning from the submolecular to the (sub)cellular range and can probe biochemical and biophysical sample properties in close to native conditions with excellent temporal resolution. Instrumental developments in the past decade enable dynamical structural and conformational studies of single biomolecules and new techniques for structural and chemical modification of the AFM probe have converted the cantilever into a versatile tool to study different biological phenomena, such as the mechanical stability of biomolecular complexes or the force induced dynamic changes of mechanically stressed proteins at the nanoscopic level. To improve the functionality of AFM and approach dynamic processes of complex biological systems ex vivo, AFM is combined with complementary microscopy, nanoscopy and spectroscopy tools. These multimethodological approaches provide unprecedented possibilities of probing physical, chemical and biological properties of complex cellular systems with high spatio-temporal resolution, leading to novel applications that correlate structural results with functional biochemical, biophysical, immunological, or genetic data on the system under study.
Collapse
Affiliation(s)
- Andra C Dumitru
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid 28029, Spain.
| | - Melanie Koehler
- Leibniz Institute for Food Systems Biology at the Technical University Munich, Freising, Germany.
| |
Collapse
|
36
|
Dumas L, Marfoglia M, Yang B, Hijazi M, Larabi AN, Lau K, Pojer F, Nash MA, Barth P. Uncovering and engineering the mechanical properties of the adhesion GPCR ADGRG1 GAIN domain. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.04.05.535724. [PMID: 37066252 PMCID: PMC10104041 DOI: 10.1101/2023.04.05.535724] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/18/2023]
Abstract
Key cellular functions depend on the transduction of extracellular mechanical signals by specialized membrane receptors including adhesion G-protein coupled receptors (aGPCRs). While recently solved structures support aGPCR activation through shedding of the extracellular GAIN domain, the molecular mechanisms underpinning receptor mechanosensing remain poorly understood. When probed using single-molecule atomic force spectroscopy and molecular simulations, ADGRG1 GAIN dissociated from its tethered agonist at forces significantly higher than other reported signaling mechanoreceptors. Strong mechanical resistance was achieved through specific structural deformations and force propagation pathways under mechanical load. ADGRG1 GAIN variants computationally designed to lock the alpha and beta subdomains and rewire mechanically-induced structural deformations were found to modulate the GPS-Stachel rupture forces. Our study provides unprecedented insights into the molecular underpinnings of GAIN mechanical stability and paves the way for engineering mechanosensors, better understanding aGPCR function, and informing drug-discovery efforts targeting this important receptor class.
Collapse
|
37
|
Kerkhoff Y, Azizi L, Mykuliak VV, Hytönen VP, Block S. Microfluidics-Based Force Spectroscopy Enables High-Throughput Force Experiments with Sub-Nanometer Resolution and Sub-Piconewton Sensitivity. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2023; 19:e2206713. [PMID: 36631276 DOI: 10.1002/smll.202206713] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 12/23/2022] [Indexed: 06/17/2023]
Abstract
Several techniques have been established to quantify the mechanicals of single molecules. However, most of them show only limited capabilities of parallelizing the measurement by performing many individual measurements simultaneously. Herein, a microfluidics-based single-molecule force spectroscopy method, which achieves sub-nanometer spatial resolution and sub-piconewton sensitivity and is capable of simultaneously quantifying hundreds of single-molecule targets in parallel, is presented. It relies on a combination of total internal reflection microscopy and microfluidics, in which monodisperse fluorescent beads are immobilized on the bottom of a microfluidic channel by macromolecular linkers. Application of a flow generates a well-defined shear force acting on the beads, whereas the nanomechanical linker response is quantified based on the force-induced displacement of individual beads. To handle the high amount of data generated, a cluster analysis which is capable of a semi-automatic identification of measurement artifacts and molecular populations is implemented. The method is validated by probing the mechanical response polyethylene glycol linkers and binding strength of biotin-NeutrAvidin complexes. Two energy barriers (at 3 and 5.7 Å, respectively) in the biotin-NeutrAvidin interaction are resolved and the unfolding behavior of talin's rod domain R3 in the force range between 1 to ≈10 pN is probed.
Collapse
Affiliation(s)
- Yannic Kerkhoff
- Department of Chemistry and Biochemistry, Freie Universität Berlin, Arnimallee 22, 14195, Berlin, Germany
| | - Latifeh Azizi
- Faculty of Medicine and Health Technology, Tampere University, Arvo Ylpön katu 34, Tampere, FI-33520, Finland
| | - Vasyl V Mykuliak
- Faculty of Medicine and Health Technology, Tampere University, Arvo Ylpön katu 34, Tampere, FI-33520, Finland
| | - Vesa P Hytönen
- Faculty of Medicine and Health Technology, Tampere University, Arvo Ylpön katu 34, Tampere, FI-33520, Finland
- Fimlab Laboratories, Biokatu 4, Tampere, FI-33520, Finland
| | - Stephan Block
- Department of Chemistry and Biochemistry, Freie Universität Berlin, Arnimallee 22, 14195, Berlin, Germany
| |
Collapse
|
38
|
Lostao A, Lim K, Pallarés MC, Ptak A, Marcuello C. Recent advances in sensing the inter-biomolecular interactions at the nanoscale - A comprehensive review of AFM-based force spectroscopy. Int J Biol Macromol 2023; 238:124089. [PMID: 36948336 DOI: 10.1016/j.ijbiomac.2023.124089] [Citation(s) in RCA: 32] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Revised: 03/13/2023] [Accepted: 03/15/2023] [Indexed: 03/24/2023]
Abstract
Biomolecular interactions underpin most processes inside the cell. Hence, a precise and quantitative understanding of molecular association and dissociation events is crucial, not only from a fundamental perspective, but also for the rational design of biomolecular platforms for state-of-the-art biomedical and industrial applications. In this context, atomic force microscopy (AFM) appears as an invaluable experimental technique, allowing the measurement of the mechanical strength of biomolecular complexes to provide a quantitative characterization of their interaction properties from a single molecule perspective. In the present review, the most recent methodological advances in this field are presented with special focus on bioconjugation, immobilization and AFM tip functionalization, dynamic force spectroscopy measurements, molecular recognition imaging and theoretical modeling. We expect this work to significantly aid in grasping the principles of AFM-based force spectroscopy (AFM-FS) technique and provide the necessary tools to acquaint the type of data that can be achieved from this type of experiments. Furthermore, a critical assessment is done with other nanotechnology techniques to better visualize the future prospects of AFM-FS.
Collapse
Affiliation(s)
- Anabel Lostao
- Instituto de Nanociencia y Materiales de Aragón (INMA), CSIC-Universidad de Zaragoza, Zaragoza 50009, Spain; Laboratorio de Microscopias Avanzadas (LMA), Universidad de Zaragoza, Zaragoza 50018, Spain; Fundación ARAID, Aragón, Spain.
| | - KeeSiang Lim
- WPI-Nano Life Science Institute, Kanazawa University, Ishikawa 920-1192, Japan
| | - María Carmen Pallarés
- Instituto de Nanociencia y Materiales de Aragón (INMA), CSIC-Universidad de Zaragoza, Zaragoza 50009, Spain; Laboratorio de Microscopias Avanzadas (LMA), Universidad de Zaragoza, Zaragoza 50018, Spain
| | - Arkadiusz Ptak
- Institute of Physics, Faculty of Materials Engineering and Technical Physics, Poznan University of Technology, Poznan 60-925, Poland
| | - Carlos Marcuello
- Instituto de Nanociencia y Materiales de Aragón (INMA), CSIC-Universidad de Zaragoza, Zaragoza 50009, Spain; Laboratorio de Microscopias Avanzadas (LMA), Universidad de Zaragoza, Zaragoza 50018, Spain.
| |
Collapse
|
39
|
Amatu JB, Baudouin C, Trinh L, Labbé A, Buffault J. [Corneal epithelial biomechanics: Resistance to stress and role in healing and remodeling]. J Fr Ophtalmol 2023; 46:287-299. [PMID: 36759249 DOI: 10.1016/j.jfo.2022.09.026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2022] [Revised: 09/29/2022] [Accepted: 09/29/2022] [Indexed: 02/10/2023]
Abstract
The corneal epithelium is one of the first tissue barriers of the eye against the environment. In recent years, many studies provided better knowledge of its healing, its behavior and its essential role in the optical system of the eye. At the crossroads of basic science and clinical medicine, the study of the mechanical stresses applied to the cornea makes it possible to learn the behavior of epithelial cells and better understand ocular surface disease. We describe herein the current knowledge about the adhesion systems of the corneal epithelium and their resistance to mechanical stress. We will also describe the involvement of these mechanisms in corneal healing and their role in epithelial dynamics. Adhesion molecules of the epithelial cells, especially hemidesmosomes, allow the tissue cohesion required to maintain the integrity of the corneal epithelium against the shearing forces of the eyelids as well as external forces. Their regeneration after a corneal injury is mandatory for the restoration of a healthy epithelium. Mechanotransduction plays a significant role in regulating epithelial cell behavior, and the study of the epithelium's response to mechanical forces helps to better understand the evolution of epithelial profiles after refractive surgery. A better understanding of corneal epithelial biomechanics could also help improve future therapies, particularly in the field of tissue engineering.
Collapse
Affiliation(s)
- J-B Amatu
- Department of Ophthalmology III, CHNO des Quinze-Vingts, IHU FOReSIGHT, 28, rue de Charenton, 75012 Paris, France.
| | - C Baudouin
- Department of Ophthalmology III, CHNO des Quinze-Vingts, IHU FOReSIGHT, 28, rue de Charenton, 75012 Paris, France; Institut de La Vision, Sorbonne Université, Inserm, CNRS, IHU FOReSIGHT, 17, rue Moreau, 75012 Paris, France; Department of Ophthalmology, Ambroise Paré Hospital, AP-HP, University of Versailles Saint-Quentin-en-Yvelines, Boulogne-Billancourt, France
| | - L Trinh
- Department of Ophthalmology III, CHNO des Quinze-Vingts, IHU FOReSIGHT, 28, rue de Charenton, 75012 Paris, France
| | - A Labbé
- Department of Ophthalmology III, CHNO des Quinze-Vingts, IHU FOReSIGHT, 28, rue de Charenton, 75012 Paris, France; Institut de La Vision, Sorbonne Université, Inserm, CNRS, IHU FOReSIGHT, 17, rue Moreau, 75012 Paris, France; Department of Ophthalmology, Ambroise Paré Hospital, AP-HP, University of Versailles Saint-Quentin-en-Yvelines, Boulogne-Billancourt, France
| | - J Buffault
- Department of Ophthalmology III, CHNO des Quinze-Vingts, IHU FOReSIGHT, 28, rue de Charenton, 75012 Paris, France; Institut de La Vision, Sorbonne Université, Inserm, CNRS, IHU FOReSIGHT, 17, rue Moreau, 75012 Paris, France; Department of Ophthalmology, Ambroise Paré Hospital, AP-HP, University of Versailles Saint-Quentin-en-Yvelines, Boulogne-Billancourt, France
| |
Collapse
|
40
|
Luo Y, Chang J, Yang D, Bryan JS, MacIsaac M, Pressé S, Wong WP. Resolving Molecular Heterogeneity with Single-Molecule Centrifugation. J Am Chem Soc 2023; 145:3276-3282. [PMID: 36716175 PMCID: PMC9936575 DOI: 10.1021/jacs.2c11450] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Indexed: 01/31/2023]
Abstract
For many classes of biomolecules, population-level heterogeneity is an essential aspect of biological function─from antibodies produced by the immune system to post-translationally modified proteins that regulate cellular processes. However, heterogeneity is difficult to fully characterize for multiple reasons: (i) single-molecule approaches are needed to avoid information lost by ensemble-level averaging, (ii) sufficient statistics must be gathered on both a per-molecule and per-population level, and (iii) a suitable analysis framework is required to make sense of a potentially limited number of intrinsically noisy measurements. Here, we introduce an approach that overcomes these difficulties by combining three techniques: a DNA nanoswitch construct to repeatedly interrogate the same molecule, a benchtop centrifuge force microscope (CFM) to obtain thousands of statistics in a highly parallel manner, and a Bayesian nonparametric (BNP) inference method to resolve separate subpopulations with distinct kinetics. We apply this approach to characterize commercially available antibodies and find that polyclonal antibody from rabbit serum is well-modeled by a mixture of three subpopulations. Our results show how combining a spatially and temporally multiplexed nanoswitch-CFM assay with BNP analysis can help resolve complex biomolecular interactions in heterogeneous samples.
Collapse
Affiliation(s)
- Yi Luo
- Program
in Cellular and Molecular Medicine, Boston
Children’s Hospital, Boston, Massachusetts 02115, United States
- Wyss
Institute for Biologically Inspired Engineering, Harvard University, Boston, Massachusetts 02115, United States
- Department
of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, Massachusetts 02115, United States
| | - Jeffrey Chang
- Department
of Physics, Harvard University, Cambridge, Massachusetts 02138, United States
| | - Darren Yang
- Program
in Cellular and Molecular Medicine, Boston
Children’s Hospital, Boston, Massachusetts 02115, United States
- Wyss
Institute for Biologically Inspired Engineering, Harvard University, Boston, Massachusetts 02115, United States
- Department
of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, Massachusetts 02115, United States
| | - J. Shepard Bryan
- Department
of Physics, Arizona State University, Tempe, Arizona 85287, United States
- Center
for
Biological Physics, Arizona State University, Tempe, Arizona 85287, United States
| | - Molly MacIsaac
- Program
in Cellular and Molecular Medicine, Boston
Children’s Hospital, Boston, Massachusetts 02115, United States
- Wyss
Institute for Biologically Inspired Engineering, Harvard University, Boston, Massachusetts 02115, United States
- Department
of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, Massachusetts 02115, United States
| | - Steve Pressé
- Department
of Physics, Arizona State University, Tempe, Arizona 85287, United States
- Center
for
Biological Physics, Arizona State University, Tempe, Arizona 85287, United States
- School
of Molecular Sciences, Arizona State University, Tempe, Arizona 85287, United States
| | - Wesley P. Wong
- Program
in Cellular and Molecular Medicine, Boston
Children’s Hospital, Boston, Massachusetts 02115, United States
- Wyss
Institute for Biologically Inspired Engineering, Harvard University, Boston, Massachusetts 02115, United States
- Department
of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, Massachusetts 02115, United States
| |
Collapse
|
41
|
Waite JR, Tan SY, Saha H, Sarkar S, Sarkar A. Few-shot deep learning for AFM force curve characterization of single-molecule interactions. PATTERNS (NEW YORK, N.Y.) 2023; 4:100672. [PMID: 36699737 PMCID: PMC9868661 DOI: 10.1016/j.patter.2022.100672] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Revised: 09/29/2022] [Accepted: 12/07/2022] [Indexed: 01/09/2023]
Abstract
Deep learning (DL)-based analytics has the scope to transform the field of atomic force microscopy (AFM) with regard to fast and bias-free measurement characterization. For example, AFM force-distance curves can help estimate important parameters of binding kinetics, such as the most probable rupture force, binding probability, association, and dissociation constants, as well as receptor density on live cells. Other than the ideal single-rupture event in the force-distance curves, there can be no-rupture, double-rupture, or multiple-rupture events. The current practice is to go through such datasets manually, which can be extremely tedious work for the experimentalists. We address this issue by adopting a few-shot learning approach to build sample-efficient DL models that demonstrate better performance than shallow ML models while matching the performance of moderately trained humans. We also release our AFM force curve dataset and annotations publicly as a benchmark for the research community.
Collapse
Affiliation(s)
- Joshua R. Waite
- Department of Mechanical Engineering, Iowa State University, Ames, IA 50011, USA
| | - Sin Yong Tan
- Department of Mechanical Engineering, Iowa State University, Ames, IA 50011, USA
| | - Homagni Saha
- Department of Mechanical Engineering, Iowa State University, Ames, IA 50011, USA
| | - Soumik Sarkar
- Department of Mechanical Engineering, Iowa State University, Ames, IA 50011, USA
| | - Anwesha Sarkar
- Department of Electrical and Computer Engineering, Iowa State University, Ames, IA 50011, USA,Corresponding author
| |
Collapse
|
42
|
Zhang M, Zhang S, Shi J, Hu Y, Wu S, Zan Z, Zhao P, Gao C, Du Y, Wang Y, Lin F, Fu X, Li D, Qin P, Fan Z. Cell mechanical responses to subcellular perturbations generated by ultrasound and targeted microbubbles. Acta Biomater 2023; 155:471-481. [PMID: 36400351 DOI: 10.1016/j.actbio.2022.11.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Revised: 10/19/2022] [Accepted: 11/09/2022] [Indexed: 11/17/2022]
Abstract
The inherently dynamic and anisotropic microenvironment of cells imposes not only global and slow physical stimulations on cells but also acute and local perturbations. However, cell mechanical responses to transient subcellular physical signals remain unclear. In this study, acoustically activated targeted microbubbles were used to exert mechanical perturbations to single cells. The cellular contractile force was sensed by elastic micropillar arrays, while the pillar deformations were imaged using brightfield high-speed video microscopy at a frame rate of 1k frames per second for the first 10s and then confocal fluorescence microscopy. Cell mechanical responses are accompanied by cell membrane integrity changes. Both processes are determined by the perturbation strength generated by microbubble volumetric oscillations. The instantaneous cellular traction force relaxation exhibits two distinct patterns, correlated with two cell fates (survival or permanent damage). The mathematical modeling unveils that force-induced actomyosin disassembly leads to gradual traction force relaxation in the first few seconds. The perturbation may also influence the far end subcellular regions from the microbubbles and may propagate into connected cells with attenuations and delays. This study carefully characterizes the cell mechanical responses to local perturbations induced by ultrasound and microbubbles, advancing our understanding of the fundamentals of cell mechano-sensing, -responsiveness, and -transduction. STATEMENT OF SIGNIFICANCE: Subcellular physical perturbations commonly exist but haven't been fully explored yet. The subcellular perturbation generated by ultrasound and targeted microbubbles covers a wide range of strength, from mild, intermediate to intense, providing a broad biomedical relevance. With µm2 spatial sensing ability and up to 1ms temporal resolution, we present spatiotemporal details of the instantaneous cellular contractile force changes followed by attenuated and delayed global responses. The correlation between the cell mechanical responses and cell fates highlights the important role of the instantaneous mechanical responses in the entire cellular reactive processes. Supported by mathematical modeling, our work provides new insights into the dynamics and mechanisms of cell mechanics.
Collapse
Affiliation(s)
- Meiru Zhang
- Department of Biomedical Engineering, Tianjin University, Tianjin 300072, China
| | - Suyan Zhang
- Department of Biomedical Engineering, Tianjin University, Tianjin 300072, China
| | - Jianmin Shi
- School of Sensing Science and Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Yi Hu
- Department of Biomedical Engineering, Tianjin University, Tianjin 300072, China
| | - Shuying Wu
- Department of Biomedical Engineering, Tianjin University, Tianjin 300072, China
| | - Zhaoguang Zan
- Department of Biomedical Engineering, Tianjin University, Tianjin 300072, China
| | - Pu Zhao
- Department of Biomedical Engineering, Tianjin University, Tianjin 300072, China
| | - Changkai Gao
- Department of Biomedical Engineering, Tianjin University, Tianjin 300072, China
| | - Yanyao Du
- Department of Biomedical Engineering, Tianjin University, Tianjin 300072, China
| | - Yulin Wang
- Department of Biomedical Engineering, Tianjin University, Tianjin 300072, China
| | - Feng Lin
- Wenzhou Institute, University of Chinese Academy of Sciences, Wenzhou, Zhejiang 325000, China
| | - Xing Fu
- Department of Biomedical Engineering, Tianjin University, Tianjin 300072, China
| | - Dachao Li
- Department of Biomedical Engineering, Tianjin University, Tianjin 300072, China
| | - Peng Qin
- School of Sensing Science and Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Zhenzhen Fan
- Department of Biomedical Engineering, Tianjin University, Tianjin 300072, China; State Key Laboratory of Acoustics, Institute of Acoustics, Chinese Academy of Sciences, Beijing 100190, China.
| |
Collapse
|
43
|
Aliakbarinodehi N, Gallud A, Mapar M, Wesén E, Heydari S, Jing Y, Emilsson G, Liu K, Sabirsh A, Zhdanov VP, Lindfors L, Esbjörner EK, Höök F. Interaction Kinetics of Individual mRNA-Containing Lipid Nanoparticles with an Endosomal Membrane Mimic: Dependence on pH, Protein Corona Formation, and Lipoprotein Depletion. ACS NANO 2022; 16:20163-20173. [PMID: 36511601 PMCID: PMC9798854 DOI: 10.1021/acsnano.2c04829] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Accepted: 12/06/2022] [Indexed: 06/04/2023]
Abstract
Lipid nanoparticles (LNPs) have emerged as potent carriers for mRNA delivery, but several challenges remain before this approach can offer broad clinical translation of mRNA therapeutics. To improve their efficacy, a better understanding is required regarding how LNPs are trapped and processed at the anionic endosomal membrane prior to mRNA release. We used surface-sensitive fluorescence microscopy with single LNP resolution to investigate the pH dependency of the binding kinetics of ionizable lipid-containing LNPs to a supported endosomal model membrane. A sharp increase of LNP binding was observed when the pH was lowered from 6 to 5, accompanied by stepwise large-scale LNP disintegration. For LNPs preincubated in serum, protein corona formation shifted the onset of LNP binding and subsequent disintegration to lower pH, an effect that was less pronounced for lipoprotein-depleted serum. The LNP binding to the endosomal membrane mimic was observed to eventually become severely limited by suppression of the driving force for the formation of multivalent bonds during LNP attachment or, more specifically, by charge neutralization of anionic lipids in the model membrane due to their association with cationic lipids from earlier attached LNPs upon their disintegration. Cell uptake experiments demonstrated marginal differences in LNP uptake in untreated and lipoprotein-depleted serum, whereas lipoprotein-depleted serum increased mRNA-controlled protein (eGFP) production substantially. This complies with model membrane data and suggests that protein corona formation on the surface of the LNPs influences the nature of the interaction between LNPs and endosomal membranes.
Collapse
Affiliation(s)
- Nima Aliakbarinodehi
- Division
of Nano and Biophysics, Department of Physics, Chalmers University of Technology 41296 Göteborg, Sweden
| | - Audrey Gallud
- Division
of Chemical Biology, Department of Biology and Biological Engineering, Chalmers University of Technology, 41296 Göteborg, Sweden
- Advanced
Drug Delivery, Pharmaceutical Sciences,
R&D, AstraZeneca, 43181 Gothenburg, Sweden
| | - Mokhtar Mapar
- Division
of Nano and Biophysics, Department of Physics, Chalmers University of Technology 41296 Göteborg, Sweden
| | - Emelie Wesén
- Division
of Chemical Biology, Department of Biology and Biological Engineering, Chalmers University of Technology, 41296 Göteborg, Sweden
| | - Sahar Heydari
- Division
of Chemical Biology, Department of Biology and Biological Engineering, Chalmers University of Technology, 41296 Göteborg, Sweden
| | - Yujia Jing
- Advanced
Drug Delivery, Pharmaceutical Sciences,
R&D, AstraZeneca, 43181 Gothenburg, Sweden
| | - Gustav Emilsson
- Advanced
Drug Delivery, Pharmaceutical Sciences,
R&D, AstraZeneca, 43181 Gothenburg, Sweden
| | - Kai Liu
- Advanced
Drug Delivery, Pharmaceutical Sciences,
R&D, AstraZeneca, 43181 Gothenburg, Sweden
| | - Alan Sabirsh
- Advanced
Drug Delivery, Pharmaceutical Sciences,
R&D, AstraZeneca, 43181 Gothenburg, Sweden
| | - Vladimir P. Zhdanov
- Division
of Nano and Biophysics, Department of Physics, Chalmers University of Technology 41296 Göteborg, Sweden
- Boreskov
Institute of Catalysis, Russian Academy
of Sciences, Novosibirsk 630090, Russia
| | - Lennart Lindfors
- Advanced
Drug Delivery, Pharmaceutical Sciences,
R&D, AstraZeneca, 43181 Gothenburg, Sweden
| | - Elin K. Esbjörner
- Division
of Chemical Biology, Department of Biology and Biological Engineering, Chalmers University of Technology, 41296 Göteborg, Sweden
| | - Fredrik Höök
- Division
of Nano and Biophysics, Department of Physics, Chalmers University of Technology 41296 Göteborg, Sweden
| |
Collapse
|
44
|
Phosphorylation disrupts long-distance electron transport in cytochrome c. Nat Commun 2022; 13:7100. [PMID: 36402842 PMCID: PMC9675734 DOI: 10.1038/s41467-022-34809-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 11/08/2022] [Indexed: 11/21/2022] Open
Abstract
It has been recently shown that electron transfer between mitochondrial cytochrome c and the cytochrome c1 subunit of the cytochrome bc1 can proceed at long-distance through the aqueous solution. Cytochrome c is thought to adjust its activity by changing the affinity for its partners via Tyr48 phosphorylation, but it is unknown how it impacts the nanoscopic environment, interaction forces, and long-range electron transfer. Here, we constrain the orientation and separation between cytochrome c1 and cytochrome c or the phosphomimetic Y48pCMF cytochrome c, and deploy an array of single-molecule, bulk, and computational methods to investigate the molecular mechanism of electron transfer regulation by cytochrome c phosphorylation. We demonstrate that phosphorylation impairs long-range electron transfer, shortens the long-distance charge conduit between the partners, strengthens their interaction, and departs it from equilibrium. These results unveil a nanoscopic view of the interaction between redox protein partners in electron transport chains and its mechanisms of regulation.
Collapse
|
45
|
Akbari E, Shahhosseini M, Robbins A, Poirier MG, Song JW, Castro CE. Low cost and massively parallel force spectroscopy with fluid loading on a chip. Nat Commun 2022; 13:6800. [PMID: 36357383 PMCID: PMC9649742 DOI: 10.1038/s41467-022-34212-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2021] [Accepted: 10/18/2022] [Indexed: 11/12/2022] Open
Abstract
Current approaches for single molecule force spectroscopy are typically constrained by low throughput and high instrumentation cost. Herein, a low-cost, high throughput technique is demonstrated using microfluidics for multiplexed mechanical manipulation of up to ~4000 individual molecules via molecular fluid loading on-a-chip (FLO-Chip). The FLO-Chip consists of serially connected microchannels with varying width, allowing for simultaneous testing at multiple loading rates. Molecular force measurements are demonstrated by dissociating Biotin-Streptavidin and Digoxigenin-AntiDigoxigenin interactions along with unzipping of double stranded DNA of varying sequence under different dynamic loading rates and solution conditions. Rupture force results under varying loading rates and solution conditions are in good agreement with prior studies, verifying a versatile approach for single molecule biophysics and molecular mechanobiology. FLO-Chip enables straightforward, rapid, low-cost, and portable mechanical testing of single molecules that can be implemented on a wide range of microscopes to broaden access and may enable new applications of molecular force spectroscopy.
Collapse
Affiliation(s)
- Ehsan Akbari
- Department of Mechanical and Aerospace Engineering, The Ohio State University, Columbus, OH, 43210, USA
- Department of Physics, The Ohio State University, Columbus, OH, 43210, USA
| | - Melika Shahhosseini
- Department of Mechanical and Aerospace Engineering, The Ohio State University, Columbus, OH, 43210, USA
| | - Ariel Robbins
- Department of Physics, The Ohio State University, Columbus, OH, 43210, USA
- Biophysics Graduate Program, The Ohio State University, Columbus, OH, 43210, USA
| | - Michael G Poirier
- Department of Physics, The Ohio State University, Columbus, OH, 43210, USA
- Biophysics Graduate Program, The Ohio State University, Columbus, OH, 43210, USA
- Department of Chemistry and Biochemistry, The Ohio State University, Columbus, OH, 43210, USA
| | - Jonathan W Song
- Department of Mechanical and Aerospace Engineering, The Ohio State University, Columbus, OH, 43210, USA
- Comprehensive Cancer Center, The Ohio State University, Columbus, OH, 43210, USA
| | - Carlos E Castro
- Department of Mechanical and Aerospace Engineering, The Ohio State University, Columbus, OH, 43210, USA.
- Biophysics Graduate Program, The Ohio State University, Columbus, OH, 43210, USA.
| |
Collapse
|
46
|
Armanious A, Gerelli Y, Micciulla S, Pace HP, Welbourn RJL, Sjöberg M, Agnarsson B, Höök F. Probing the Separation Distance between Biological Nanoparticles and Cell Membrane Mimics Using Neutron Reflectometry with Sub-Nanometer Accuracy. J Am Chem Soc 2022; 144:20726-20738. [DOI: 10.1021/jacs.2c08456] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Antonius Armanious
- Department of Physics, Chalmers University of Technology, 41296Gothenburg, Sweden
| | - Yuri Gerelli
- Institut Max von Laue-Paul Langevin (ILL), 38042Grenoble, France
- Department of Life and Environmental Sciences, Università Politecnica delle Marche, 60131Ancona, Italy
| | | | - Hudson P. Pace
- Department of Physics, Chalmers University of Technology, 41296Gothenburg, Sweden
| | - Rebecca J. L. Welbourn
- ISIS Facility, STFC, Rutherford Appleton Laboratory, Chilton, Didcot, OxonOX11 0QX, United Kingdom
| | - Mattias Sjöberg
- Department of Physics, Chalmers University of Technology, 41296Gothenburg, Sweden
| | - Björn Agnarsson
- Department of Physics, Chalmers University of Technology, 41296Gothenburg, Sweden
| | - Fredrik Höök
- Department of Physics, Chalmers University of Technology, 41296Gothenburg, Sweden
| |
Collapse
|
47
|
Dupuy A, Ju LA, Chiu J, Passam FH. Mechano-Redox Control of Integrins in Thromboinflammation. Antioxid Redox Signal 2022; 37:1072-1093. [PMID: 35044225 DOI: 10.1089/ars.2021.0265] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Significance: How mechanical forces and biochemical cues are coupled remains a miracle for many biological processes. Integrins, well-known adhesion receptors, sense changes in mechanical forces and reduction-oxidation reactions (redox) in their environment to mediate their adhesive function. The coupling of mechanical and redox function is a new area of investigation. Disturbance of normal mechanical forces and the redox balance occurs in thromboinflammatory conditions; atherosclerotic plaques create changes to the mechanical forces in the circulation. Diabetes induces redox changes in the circulation by the production of reactive oxygen species and vascular inflammation. Recent Advances: Integrins sense changes in the blood flow shear stress at the level of focal adhesions and respond to flow and traction forces by increased signaling. Talin, the integrin-actin linker, is a traction force sensor and adaptor. Oxidation and reduction of integrin disulfide bonds regulate their adhesion. A conserved disulfide bond in integrin αlpha IIb beta 3 (αIIbβ3) is directly reduced by the thiol oxidoreductase endoplasmic reticulum protein 5 (ERp5) under shear stress. Critical Issues: The coordination of mechano-redox events between the extracellular and intracellular compartments is an active area of investigation. Another fundamental issue is to determine the spatiotemporal arrangement of key regulators of integrins' mechanical and redox interactions. How thromboinflammatory conditions lead to mechanoredox uncoupling is relatively unexplored. Future Directions: Integrated approaches, involving disulfide bond biochemistry, microfluidic assays, and dynamic force spectroscopy, will aid in showing that cell adhesion constitutes a crossroad of mechano- and redox biology, within the same molecule, the integrin. Antioxid. Redox Signal. 37, 1072-1093.
Collapse
Affiliation(s)
- Alexander Dupuy
- Central Clinical School, Faculty of Medicine and Health, The University of Sydney, Camperdown, Australia.,Charles Perkins Centre, The University of Sydney, Camperdown, Australia.,Heart Research Institute, Newtown, Australia
| | - Lining Arnold Ju
- Charles Perkins Centre, The University of Sydney, Camperdown, Australia.,Heart Research Institute, Newtown, Australia.,School of Biomedical Engineering, Faculty of Engineering, The University of Sydney, Darlington, Australia
| | - Joyce Chiu
- Charles Perkins Centre, The University of Sydney, Camperdown, Australia.,ACRF Centenary Cancer Research Centre, The Centenary Institute, Camperdown, Australia
| | - Freda H Passam
- Central Clinical School, Faculty of Medicine and Health, The University of Sydney, Camperdown, Australia.,Charles Perkins Centre, The University of Sydney, Camperdown, Australia.,Heart Research Institute, Newtown, Australia
| |
Collapse
|
48
|
Paiva T, Viljoen A, da Costa TM, Geoghegan JA, Dufrêne YF. Interaction of the Staphylococcus aureus Surface Protein FnBPB with Corneodesmosin Involves Two Distinct, Extremely Strong Bonds. ACS NANOSCIENCE AU 2022; 3:58-66. [PMID: 36820093 PMCID: PMC9936583 DOI: 10.1021/acsnanoscienceau.2c00036] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Revised: 09/30/2022] [Accepted: 09/30/2022] [Indexed: 02/17/2023]
Abstract
Attachment of Staphylococcus aureus to human skin corneocyte cells plays a critical role in exacerbating the severity of atopic dermatitis (AD). Pathogen-skin adhesion is mediated by bacterial cell-surface proteins called adhesins, including fibronectin-binding protein B (FnBPB). FnBPB binds to corneodesmosin (CDSN), a glycoprotein exposed on AD patient corneocytes. Using single-molecule experiments, we demonstrate that CDSN binding by FnBPB relies on a sophisticated two-site mechanism. Both sites form extremely strong bonds with binding forces of ∼1 and ∼2.5 nN albeit with faster dissociation rates than those reported for homologues of the adhesin. This previously unidentified two-binding site interaction in FnBPB illustrates its remarkable variety of adhesive functions and is of biological significance as the high strength and short bond lifetime will favor efficient skin colonization by the pathogen.
Collapse
Affiliation(s)
- Telmo
O. Paiva
- Louvain
Institute of Biomolecular Science and Technology, UCLouvain, Croix du Sud, 4-5, L7.07.07, B-1348 Louvain-la-Neuve, Belgium
| | - Albertus Viljoen
- Louvain
Institute of Biomolecular Science and Technology, UCLouvain, Croix du Sud, 4-5, L7.07.07, B-1348 Louvain-la-Neuve, Belgium
| | - Thaina M. da Costa
- Department
of Microbiology, Moyne Institute of Preventive Medicine, School of
Genetics and Microbiology, Trinity College
Dublin, Dublin 2, Ireland
| | - Joan A. Geoghegan
- Department
of Microbiology, Moyne Institute of Preventive Medicine, School of
Genetics and Microbiology, Trinity College
Dublin, Dublin 2, Ireland,Institute
of Microbiology and Infection, University
of Birmingham, Edgbaston, Birmingham B15 2TT, U.K.,
| | - Yves F. Dufrêne
- Louvain
Institute of Biomolecular Science and Technology, UCLouvain, Croix du Sud, 4-5, L7.07.07, B-1348 Louvain-la-Neuve, Belgium,
| |
Collapse
|
49
|
Walker SD, Olivares AO. The activated ClpP peptidase forcefully grips a protein substrate. Biophys J 2022; 121:3907-3916. [PMID: 36045571 PMCID: PMC9674977 DOI: 10.1016/j.bpj.2022.08.042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 08/12/2022] [Accepted: 08/26/2022] [Indexed: 11/26/2022] Open
Abstract
ATPases associated with diverse cellular activities (AAA+) proteases power the maintenance of protein homeostasis by coupling ATP hydrolysis to mechanical protein unfolding, translocation, and ultimately degradation. Although ATPase activity drives a large portion of the mechanical work these molecular machines perform, how the peptidase contributes to the forceful denaturation and processive threading of substrates remains unknown. Here, using single-molecule optical trapping, we examine the mechanical activity of the caseinolytic peptidase P (ClpP) from Escherichia coli in the absence of a partner ATPase and in the presence of an activating small-molecule acyldepsipeptide. We demonstrate that ClpP grips protein substrate under mechanical loads exceeding 40 pN, which are greater than those observed for the AAA+ unfoldase ClpX and the AAA+ protease complexes ClpXP and ClpAP. We further characterize substrate-ClpP bond lifetimes and rupture forces under varying loads. We find that the resulting slip bond behavior does not depend on ClpP peptidase activity. In addition, we find that unloaded bond lifetimes between ClpP and protein substrate are on a timescale relevant to unfolding times (up to ∼160 s) for difficult to unfold model substrate proteins. These direct measurements of the substrate-peptidase bond under load define key properties required by AAA+ proteases to mechanically unfold and degrade protein substrates.
Collapse
Affiliation(s)
- Steven D Walker
- Department of Biochemistry, Vanderbilt University, Nashville, Tennessee; Chemical and Physical Biology Graduate Program, Vanderbilt University, Nashville, Tennessee
| | - Adrian O Olivares
- Department of Biochemistry, Vanderbilt University, Nashville, Tennessee.
| |
Collapse
|
50
|
Gomes PSFC, Gomes DEB, Bernardi RC. Protein structure prediction in the era of AI: Challenges and limitations when applying to in silico force spectroscopy. FRONTIERS IN BIOINFORMATICS 2022; 2:983306. [PMID: 36304287 PMCID: PMC9580946 DOI: 10.3389/fbinf.2022.983306] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Accepted: 09/21/2022] [Indexed: 11/06/2022] Open
Abstract
Mechanoactive proteins are essential for a myriad of physiological and pathological processes. Guided by the advances in single-molecule force spectroscopy (SMFS), we have reached a molecular-level understanding of how mechanoactive proteins sense and respond to mechanical forces. However, even SMFS has its limitations, including the lack of detailed structural information during force-loading experiments. That is where molecular dynamics (MD) methods shine, bringing atomistic details with femtosecond time-resolution. However, MD heavily relies on the availability of high-resolution structural data, which is not available for most proteins. For instance, the Protein Data Bank currently has 192K structures deposited, against 231M protein sequences available on Uniprot. But many are betting that this gap might become much smaller soon. Over the past year, the AI-based AlphaFold created a buzz on the structural biology field by being able to predict near-native protein folds from their sequences. For some, AlphaFold is causing the merge of structural biology with bioinformatics. Here, using an in silico SMFS approach pioneered by our group, we investigate how reliable AlphaFold structure predictions are to investigate mechanical properties of Staphylococcus bacteria adhesins proteins. Our results show that AlphaFold produce extremally reliable protein folds, but in many cases is unable to predict high-resolution protein complexes accurately. Nonetheless, the results show that AlphaFold can revolutionize the investigation of these proteins, particularly by allowing high-throughput scanning of protein structures. Meanwhile, we show that the AlphaFold results need to be validated and should not be employed blindly, with the risk of obtaining an erroneous protein mechanism.
Collapse
Affiliation(s)
| | | | - Rafael C. Bernardi
- Department of Physics, College of Sciences and Mathematics, Auburn University, Auburn, AL, United States
| |
Collapse
|