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1.
Nature ; 606(7912): 94-101, 2022 06.
Article in English | MEDLINE | ID: mdl-35650358

ABSTRACT

Neurotransmitters play essential roles in regulating neural circuit dynamics both in the central nervous system as well as at the peripheral, including the gastrointestinal tract1-3. Their real-time monitoring will offer critical information for understanding neural function and diagnosing disease1-3. However, bioelectronic tools to monitor the dynamics of neurotransmitters in vivo, especially in the enteric nervous systems, are underdeveloped. This is mainly owing to the limited availability of biosensing tools that are capable of examining soft, complex and actively moving organs. Here we introduce a tissue-mimicking, stretchable, neurochemical biological interface termed NeuroString, which is prepared by laser patterning of a metal-complexed polyimide into an interconnected graphene/nanoparticle network embedded in an elastomer. NeuroString sensors allow chronic in vivo real-time, multichannel and multiplexed monoamine sensing in the brain of behaving mouse, as well as measuring serotonin dynamics in the gut without undesired stimulations and perturbing peristaltic movements. The described elastic and conformable biosensing interface has broad potential for studying the impact of neurotransmitters on gut microbes, brain-gut communication and may ultimately be extended to biomolecular sensing in other soft organs across the body.


Subject(s)
Brain , Enteric Nervous System , Gastrointestinal Tract , Neurotransmitter Agents , Animals , Biosensing Techniques , Brain/metabolism , Brain-Gut Axis , Elastomers , Enteric Nervous System/metabolism , Gastrointestinal Tract/innervation , Gastrointestinal Tract/physiology , Graphite , Lasers , Mice , Nanoparticles , Neurotransmitter Agents/analysis , Serotonin/analysis
2.
Nat Rev Neurosci ; 22(10): 593-615, 2021 10.
Article in English | MEDLINE | ID: mdl-34376834

ABSTRACT

Human pluripotent stem cells have emerged as a promising in vitro model system for studying the brain. Two-dimensional and three-dimensional cell culture paradigms have provided valuable insights into the pathogenesis of neuropsychiatric disorders, but they remain limited in their capacity to model certain features of human neural development. Specifically, current models do not efficiently incorporate extracellular matrix-derived biochemical and biophysical cues, facilitate multicellular spatio-temporal patterning, or achieve advanced functional maturation. Engineered biomaterials have the capacity to create increasingly biomimetic neural microenvironments, yet further refinement is needed before these approaches are widely implemented. This Review therefore highlights how continued progression and increased integration of engineered biomaterials may be well poised to address intractable challenges in recapitulating human neural development.


Subject(s)
Biocompatible Materials/administration & dosage , Brain/drug effects , Brain/growth & development , Neural Stem Cells/drug effects , Neurogenesis/drug effects , Animals , Biocompatible Materials/metabolism , Brain/metabolism , Cell Differentiation/drug effects , Cell Differentiation/physiology , Extracellular Matrix/drug effects , Extracellular Matrix/metabolism , Humans , Neural Stem Cells/metabolism , Neurogenesis/physiology , Pluripotent Stem Cells/drug effects , Pluripotent Stem Cells/metabolism
3.
Nature ; 586(7831): 735-740, 2020 10.
Article in English | MEDLINE | ID: mdl-32879487

ABSTRACT

Innate immunity is associated with Alzheimer's disease1, but the influence of immune activation on the production of amyloid-ß is unknown2,3. Here we identify interferon-induced transmembrane protein 3 (IFITM3) as a γ-secretase modulatory protein, and establish a mechanism by which inflammation affects the generation of amyloid-ß. Inflammatory cytokines induce the expression of IFITM3 in neurons and astrocytes, which binds to γ-secretase and upregulates its activity, thereby increasing the production of amyloid-ß. The expression of IFITM3 is increased with ageing and in mouse models that express familial Alzheimer's disease genes. Furthermore, knockout of IFITM3 reduces γ-secretase activity and the formation of amyloid plaques in a transgenic mouse model (5xFAD) of early amyloid deposition. IFITM3 protein is upregulated in tissue samples from a subset of patients with late-onset Alzheimer's disease that exhibit higher γ-secretase activity. The amount of IFITM3 in the γ-secretase complex has a strong and positive correlation with γ-secretase activity in samples from patients with late-onset Alzheimer's disease. These findings reveal a mechanism in which γ-secretase is modulated by neuroinflammation via IFITM3 and the risk of Alzheimer's disease is thereby increased.


Subject(s)
Alzheimer Disease/immunology , Alzheimer Disease/metabolism , Amyloid Precursor Protein Secretases/metabolism , Immunity, Innate , Membrane Proteins/metabolism , RNA-Binding Proteins/metabolism , Age of Onset , Aged, 80 and over , Aging/genetics , Aging/immunology , Aging/metabolism , Alzheimer Disease/genetics , Alzheimer Disease/pathology , Amyloid Precursor Protein Secretases/chemistry , Amyloid beta-Protein Precursor/chemistry , Amyloid beta-Protein Precursor/metabolism , Animals , Astrocytes/metabolism , Catalytic Domain , Disease Models, Animal , Female , HEK293 Cells , Humans , Inflammation , Male , Membrane Proteins/deficiency , Membrane Proteins/genetics , Mice , Mice, Inbred C57BL , Mice, Transgenic , Presenilin-1/metabolism , RNA-Binding Proteins/genetics , Risk , Up-Regulation
4.
RNA ; 30(1): 1-15, 2023 Dec 18.
Article in English | MEDLINE | ID: mdl-37903545

ABSTRACT

We present a novel framework enhancing the prediction of whether novel lineage poses the threat of eventually dominating the viral population. The framework is based purely on genomic sequence data, without requiring prior established biological analysis. Its building blocks are sets of coevolving sites in the alignment (motifs), identified via coevolutionary signals. The collection of such motifs forms a relational structure over the polymorphic sites. Motifs are constructed using distances quantifying the coevolutionary coupling of pairs and manifest as coevolving clusters of sites. We present an approach to genomic surveillance based on this notion of relational structure. Our system will issue an alert regarding a lineage, based on its contribution to drastic changes in the relational structure. We then conduct a comprehensive retrospective analysis of the COVID-19 pandemic based on SARS-CoV-2 genomic sequence data in GISAID from October 2020 to September 2022, across 21 lineages and 27 countries with weekly resolution. We investigate the performance of this surveillance system in terms of its accuracy, timeliness, and robustness. Lastly, we study how well each lineage is classified by such a system.


Subject(s)
COVID-19 , SARS-CoV-2 , Humans , SARS-CoV-2/genetics , COVID-19/genetics , Pandemics , Retrospective Studies , Genomics
5.
Ann Surg Oncol ; 31(9): 6252-6261, 2024 Sep.
Article in English | MEDLINE | ID: mdl-39003380

ABSTRACT

BACKGROUND: The prognostic impact of genetic mutations for patients who undergo cytoreductive surgery (CRS) with hyperthermic intraperitoneal chemotherapy (HIPEC) of colorectal origin (CRC) is not well defined. OBJECTIVE: We aimed to describe the genetic classifications in an unsupervised fashion, and the outcomes of this patient population. METHODS: A retrospective, bi-institutional study was performed on patients who underwent CRS-HIPEC with targeted mutation data with a median follow-up time of 61 months. Functional link analysis was performed using STRING v11.5. Genes with similar functional significance were clustered using unsupervised k-means clustering. Chi-square, Kaplan-Meier, and the log-rank test were used for comparative statistics. RESULTS: Sixty-four patients with peritoneal carcinomatosis from CRC origin underwent CRS-HIPEC between 2007 and 2022 and genetic mutation data were extracted. We identified 19 unique altered genes, with KRAS (56%), TP53 (33%), and APC (22%) being the most commonly altered; 12.5% had co-altered KRAS/TP53. After creating an interactome map, k-means clustering revealed three functional clusters. Reactome Pathway analysis on three clusters showed unique pathways (1): Ras/FGFR3 signaling; (2) p53 signaling; and (3): NOTCH signaling. Seventy-one percent of patients in cluster 1 had KRAS mutations and a median overall survival of 52.3 months (p < 0.05). CONCLUSIONS: Patients with peritoneal carcinomatosis (PC) of CRC origin who underwent CRS-HIPEC and with tumors that harbored mutations in cluster 1 (Ras/FGFR3 signaling) had worse outcomes. Pathway disruption and a cluster-centric perspective may affect prognosis more than individual genetic alterations in patients with PC of CRC origin.


Subject(s)
Colorectal Neoplasms , Cytoreduction Surgical Procedures , Hyperthermic Intraperitoneal Chemotherapy , Mutation , Peritoneal Neoplasms , Proto-Oncogene Proteins p21(ras) , Tumor Suppressor Protein p53 , Humans , Colorectal Neoplasms/pathology , Colorectal Neoplasms/genetics , Colorectal Neoplasms/therapy , Female , Male , Retrospective Studies , Proto-Oncogene Proteins p21(ras)/genetics , Middle Aged , Tumor Suppressor Protein p53/genetics , Peritoneal Neoplasms/therapy , Peritoneal Neoplasms/secondary , Peritoneal Neoplasms/genetics , Prognosis , Survival Rate , Combined Modality Therapy , Follow-Up Studies , Aged , Biomarkers, Tumor/genetics , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Adult
6.
Radiology ; 308(1): e222937, 2023 07.
Article in English | MEDLINE | ID: mdl-37489991

ABSTRACT

Background An artificial intelligence (AI) algorithm has been developed for fully automated body composition assessment of lung cancer screening noncontrast low-dose CT of the chest (LDCT) scans, but the utility of these measurements in disease risk prediction models has not been assessed. Purpose To evaluate the added value of CT-based AI-derived body composition measurements in risk prediction of lung cancer incidence, lung cancer death, cardiovascular disease (CVD) death, and all-cause mortality in the National Lung Screening Trial (NLST). Materials and Methods In this secondary analysis of the NLST, body composition measurements, including area and attenuation attributes of skeletal muscle and subcutaneous adipose tissue, were derived from baseline LDCT examinations by using a previously developed AI algorithm. The added value of these measurements was assessed with sex- and cause-specific Cox proportional hazards models with and without the AI-derived body composition measurements for predicting lung cancer incidence, lung cancer death, CVD death, and all-cause mortality. Models were adjusted for confounding variables including age; body mass index; quantitative emphysema; coronary artery calcification; history of diabetes, heart disease, hypertension, and stroke; and other PLCOM2012 lung cancer risk factors. Goodness-of-fit improvements were assessed with the likelihood ratio test. Results Among 20 768 included participants (median age, 61 years [IQR, 57-65 years]; 12 317 men), 865 were diagnosed with lung cancer and 4180 died during follow-up. Including the AI-derived body composition measurements improved risk prediction for lung cancer death (male participants: χ2 = 23.09, P < .001; female participants: χ2 = 15.04, P = .002), CVD death (males: χ2 = 69.94, P < .001; females: χ2 = 16.60, P < .001), and all-cause mortality (males: χ2 = 248.13, P < .001; females: χ2 = 94.54, P < .001), but not for lung cancer incidence (male participants: χ2 = 2.53, P = .11; female participants: χ2 = 1.73, P = .19). Conclusion The body composition measurements automatically derived from baseline low-dose CT examinations added predictive value for lung cancer death, CVD death, and all-cause death, but not for lung cancer incidence in the NLST. Clinical trial registration no. NCT00047385 © RSNA, 2023 Supplemental material is available for this article. See also the editorial by Fintelmann in this issue.


Subject(s)
Cardiovascular Diseases , Lung Neoplasms , Female , Male , Humans , Middle Aged , Early Detection of Cancer , Artificial Intelligence , Body Composition , Lung
7.
Ann Surg Oncol ; 30(8): 5027-5034, 2023 Aug.
Article in English | MEDLINE | ID: mdl-37210446

ABSTRACT

INTRODUCTION: Guidelines for perioperative systemic therapy administration in patients undergoing pancreatoduodenectomy for pancreatic adenocarcinoma (PDAC) and distal cholangiocarcinoma (dCCA) are evolving. Decisions regarding adjuvant therapy are influenced by postoperative morbidity, which is common after pancreatoduodenectomy. We evaluated whether postoperative complications are associated with receipt of adjuvant therapy after pancreatoduodenectomy. METHODS: A retrospective analysis of patients undergoing pancreatoduodenectomy for PDAC or dCCA from 2015 to 2020 was conducted. Demographic, clinicopathologic, and postoperative variables were analyzed. RESULTS: Overall, 186 patients were included-145 with PDAC and 41 with dCCA. Postoperative complication rates were similar for both pathologies (61% and 66% for PDAC and dCCA, respectively). Major postoperative complications (MPCs), defined as Clavien-Dindo >3, occurred in 15% and 24% of PDAC and dCCA patients, respectively. Patients with MPCs received lower rates of adjuvant therapy administration, irrespective of primary tumor (PDAC: 21 vs. 72%, p = 0.008; dCCA: 20 vs. 58%, p = 0.065). Recurrence-free survival (RFS) was worse for patients with PDAC who experienced an MPC [8 months (interquartile range [IQR] 1-15) vs. 23 months (IQR 19-27), p < 0.001] or who did not receive any perioperative systemic therapy [11 months (IQR 7-15) vs. 23 months (IQR 18-29), p = 0.038]. In patients with dCCA, 1-year RFS was worse for patients who did not receive adjuvant therapy (55 vs. 77%, p = 0.038). CONCLUSION: Patients who underwent pancreatoduodenectomy for either PDAC or dCCA and who experienced an MPC had lower rates of adjuvant therapy and worse RFS, suggesting that clinicians adopt a standard neoadjuvant systemic therapy strategy in patients with PDAC. Our results propose a paradigm shift towards preoperative systemic therapy in patients with dCCA.


Subject(s)
Adenocarcinoma , Bile Duct Neoplasms , Carcinoma, Pancreatic Ductal , Cholangiocarcinoma , Pancreatic Neoplasms , Humans , Pancreatic Neoplasms/drug therapy , Pancreatic Neoplasms/surgery , Pancreaticoduodenectomy/adverse effects , Adenocarcinoma/drug therapy , Adenocarcinoma/surgery , Retrospective Studies , Survival Rate , Carcinoma, Pancreatic Ductal/drug therapy , Carcinoma, Pancreatic Ductal/surgery , Cholangiocarcinoma/drug therapy , Cholangiocarcinoma/surgery , Postoperative Complications/etiology , Postoperative Complications/surgery , Bile Duct Neoplasms/drug therapy , Bile Duct Neoplasms/surgery , Bile Duct Neoplasms/etiology , Bile Ducts, Intrahepatic/pathology , Pancreatic Neoplasms
8.
Mol Psychiatry ; 27(10): 4264-4273, 2022 10.
Article in English | MEDLINE | ID: mdl-35764706

ABSTRACT

Hypoxic-ischemic injury has been linked with increased risk for developing Alzheimer's disease (AD). The underlying mechanism of this association is poorly understood. Here, we report distinct roles for hypoxia-inducible factor-1α (Hif-1α) in the regulation of BACE1 and γ-secretase activity, two proteases involved in the production of amyloid-beta (Aß). We have demonstrated that Hif-1α upregulates both BACE1 and γ-secretase activity for Aß production in brain hypoxia-induced either by cerebral hypoperfusion or breathing 10% O2. Hif-1α binds to γ-secretase, which elevates the amount of active γ-secretase complex without affecting the level of individual subunits in hypoxic-ischemic mouse brains. Additionally, the expression of full length Hif-1α increases BACE1 and γ-secretase activity in primary neuronal culture, whereas a transcriptionally incompetent Hif-1α variant only activates γ-secretase. These findings indicate that Hif-1α transcriptionally upregulates BACE1 and nontranscriptionally activates γ-secretase for Aß production in hypoxic-ischemic conditions. Consequently, Hif-1α-mediated Aß production may be an adaptive response to hypoxic-ischemic injury, subsequently leading to increased risk for AD. Preventing the interaction of Hif-1α with γ-secretase may therefore be a promising therapeutic strategy for AD treatment.


Subject(s)
Alzheimer Disease , Amyloid Precursor Protein Secretases , Hypoxia-Inducible Factor 1, alpha Subunit , Animals , Mice , Alzheimer Disease/metabolism , Amyloid beta-Peptides/metabolism , Amyloid Precursor Protein Secretases/metabolism , Aspartic Acid Endopeptidases/metabolism , Hypoxia/complications , Hypoxia-Inducible Factor 1, alpha Subunit/metabolism
9.
Curr Opin Urol ; 33(4): 281-287, 2023 07 01.
Article in English | MEDLINE | ID: mdl-37132366

ABSTRACT

PURPOSE OF REVIEW: The management of testicular cancer has evolved over time with multimodal therapy. Retroperitoneal lymph node dissection (RPLND), which is a complex and potentially morbid treatment option, remains the mainstay in surgical treatment. This article reviews the surgical template, approach and anatomical considerations with regards to nerve spare in RPLND. RECENT FINDINGS: The standard full bilateral RPLND template has evolved over time to include the area between the renal hilum, bifurcation of the common iliac vessels, and the ureters. Morbidity with regards to ejaculatory dysfunction has led to further refinements in this procedure. Advancements in anatomical understanding of the retroperitoneal structures and their relationship to the sympathetic chain and hypogastric plexus has allowed for modification of surgical templates. Further refinements in surgical nerve sparing techniques have improved functional outcomes without sacrificing oncological outcomes. Finally, extraperitoneal access to the retroperitoneum and minimally invasive platforms have been implemented to further reduce morbidity. SUMMARY: RPLND requires strict adherence to oncological surgical principles regardless of template, approach and technique. Contemporary evidence shows that outcomes are best for advanced testis cancer patients when managed at high volume tertiary care facilities with surgical expertise and access to multidisciplinary care.


Subject(s)
Neoplasms, Germ Cell and Embryonal , Testicular Neoplasms , Male , Humans , Testicular Neoplasms/pathology , Lymph Node Excision/adverse effects , Lymph Node Excision/methods , Combined Modality Therapy , Retroperitoneal Space/surgery , Retroperitoneal Space/pathology , Neoplasms, Germ Cell and Embryonal/surgery , Treatment Outcome
10.
J Immunol ; 206(2): 302-309, 2021 01 15.
Article in English | MEDLINE | ID: mdl-33397744

ABSTRACT

Photosensitivity is a sensitivity to UV radiation (UVR) commonly found in systemic lupus erythematosus (SLE) patients who have cutaneous disease. Upon even ambient UVR exposure, patients can develop inflammatory skin lesions that can reduce the quality of life. Additionally, UVR-exposed skin lesions can be associated with systemic disease flares marked by rising autoantibody titers and worsening kidney disease. Why SLE patients are photosensitive and how skin sensitivity leads to systemic disease flares are not well understood, and treatment options are limited. In recent years, the importance of immune cell-stromal interactions in tissue function and maintenance is being increasingly recognized. In this review, we discuss SLE as an anatomic circuit and review recent findings in the pathogenesis of photosensitivity with a focus on immune cell-stromal circuitry in tissue health and disease.


Subject(s)
Lupus Erythematosus, Systemic/immunology , Photosensitivity Disorders/immunology , Skin/pathology , Animals , Autoantibodies/metabolism , Cell Communication , Humans , Immunity, Cellular
11.
J Biol Chem ; 296: 100733, 2021.
Article in English | MEDLINE | ID: mdl-33957124

ABSTRACT

A disintegrin and metalloprotease 17 (ADAM17) is a cell-surface metalloprotease that serves as the principle sheddase for tumor necrosis factor α (TNFα), interleukin-6 receptor (IL-6R), and several ligands of the epidermal growth factor receptor (EGFR), regulating these crucial signaling pathways. ADAM17 activation requires its transmembrane domain, but not its cytoplasmic domain, and little is known about the role of this domain in vivo. To investigate, we used CRISPR-Cas9 to mutate the endogenous Adam17 locus in mice to produce a mutant ADAM17 lacking its cytoplasmic domain (Adam17Δcyto). Homozygous Adam17Δcyto animals were born at a Mendelian ratio and survived into adulthood with slightly wavy hair and curled whiskers, consistent with defects in ADAM17/EGFR signaling. At birth, Adam17Δcyto mice resembled Adam17-/- mice in that they had open eyes and enlarged semilunar heart valves, but they did not have bone growth plate defects. The deletion of the cytoplasmic domain resulted in strongly decreased ADAM17 protein levels in all tissues and cells examined, providing a likely cause for the hypomorphic phenotype. In functional assays, Adam17Δcyto mouse embryonic fibroblasts and bone-marrow-derived macrophages had strongly reduced ADAM17 activity, consistent with the reduced protein levels. Nevertheless, ADAM17Δcyto could be stimulated by PMA, a well-characterized posttranslational activator of ADAM17, corroborating that the cytoplasmic domain of endogenous ADAM17 is not required for its rapid response to PMA. Taken together, these results provide the first evidence that the cytoplasmic domain of ADAM17 plays a pivotal role in vivo in regulating ADAM17 levels and function.


Subject(s)
ADAM17 Protein/chemistry , ADAM17 Protein/metabolism , Cytoplasm/metabolism , ADAM17 Protein/genetics , Amino Acid Sequence , Animals , Base Sequence , CRISPR-Cas Systems , Female , Fibroblasts/metabolism , Male , Mice , Mice, Inbred C57BL , Phenotype , Protein Domains , Protein Stability , Sequence Deletion
12.
FASEB J ; 35(6): e21618, 2021 06.
Article in English | MEDLINE | ID: mdl-33982337

ABSTRACT

Tendons are dense connective tissues that transmit muscle forces to the skeleton. After adult injury, healing potential is generally poor and dominated by scar formation. Although the immune response is a key feature of healing, the specific immune cells and signals that drive tendon healing have not been fully defined. In particular, the immune regulators underlying tendon regeneration are almost completely unknown due to a paucity of tendon regeneration models. Using a mouse model of neonatal tendon regeneration, we screened for immune-related markers and identified upregulation of several genes associated with inflammation, macrophage chemotaxis, and TGFß signaling after injury. Depletion of macrophages using AP20187 treatment of MaFIA mice resulted in impaired functional healing, reduced cell proliferation, reduced ScxGFP+ neo-tendon formation, and altered tendon gene expression. Collectively, these results show that inflammation is a key component of neonatal tendon regeneration and demonstrate a requirement for macrophages in effective functional healing.


Subject(s)
Cell Proliferation , Inflammation/therapy , Macrophages/immunology , Regeneration , Tendon Injuries/therapy , Tenocytes/cytology , Wound Healing , Animals , Animals, Newborn , Disease Models, Animal , Female , Inflammation/immunology , Inflammation/pathology , Male , Mice , Tendon Injuries/immunology , Tendon Injuries/pathology , Tenocytes/physiology
13.
Nano Lett ; 21(19): 8518-8526, 2021 10 13.
Article in English | MEDLINE | ID: mdl-34346220

ABSTRACT

Both substrate stiffness and surface topography regulate cell behavior through mechanotransduction signaling pathways. Such intertwined effects suggest that engineered surface topographies might substitute or cancel the effects of substrate stiffness in biomedical applications. However, the mechanisms by which cells recognize topographical features are not fully understood. Here we demonstrate that the presence of nanotopography drastically alters cell behavior such that neurons and stem cells cultured on rigid glass substrates behave as if they were on soft hydrogels. With atomic force microscopy, we show that rigid nanotopography resembles the effects of soft hydrogels in reducing cell stiffness and membrane tension. Further, we reveal that nanotopography reduces focal adhesions and cell stiffness by enhancing the endocytosis and the subsequent removal of integrin receptors. This mechanistic understanding will support the rational design of nanotopography that directs cells on rigid materials to behave as if they were on soft ones.


Subject(s)
Focal Adhesions , Mechanotransduction, Cellular , Endocytosis , Integrins , Stem Cells
14.
Proc Natl Acad Sci U S A ; 115(3): E353-E362, 2018 01 16.
Article in English | MEDLINE | ID: mdl-29282315

ABSTRACT

One of the earliest events in cellular mechanotransduction is often an increase in intracellular calcium concentration associated with intracellular calcium waves (ICWs) in various physiologic or pathophysiologic processes. Although cavitation-induced calcium responses are believed to be important for modulating downstream bioeffects such as cell injury and mechanotransduction in ultrasound therapy, the fundamental mechanisms of these responses have not been elucidated. In this study, we investigated mechanistically the ICWs elicited in single HeLa cells by the tandem bubble-induced jetting flow in a microfluidic system. We identified two distinct (fast and slow) types of ICWs at varying degrees of flow shear stress-induced membrane deformation, as determined by different bubble standoff distances. We showed that ICWs were initiated by an extracellular calcium influx across the cell membrane nearest to the jetting flow, either primarily through poration sites for fast ICWs or opening of mechanosensitive ion channels for slow ICWs, which then propagated in the cytosol via a reaction-diffusion process from the endoplasmic reticulum. The speed of ICW (CICW ) was found to correlate strongly with the severity of cell injury, with CICW in the range of 33 µm/s to 93 µm/s for fast ICWs and 1.4 µm/s to 12 µm/s for slow ICWs. Finally, we demonstrated that micrometer-sized beads attached to the cell membrane integrin could trigger ICWs under mild cavitation conditions without collateral injury. The relation between the characteristics of ICW and cell injury, and potential strategies to mitigate cavitation-induced injury while evoking an intracellular calcium response, may be particularly useful for exploiting ultrasound-stimulated mechanotransduction applications in the future.


Subject(s)
Calcium Signaling/physiology , Calcium/metabolism , Cell Membrane/physiology , Mechanotransduction, Cellular/physiology , Animals , HeLa Cells , Humans , Microfluidics , Shear Strength
15.
Proc Natl Acad Sci U S A ; 115(46): 11718-11723, 2018 11 13.
Article in English | MEDLINE | ID: mdl-30377271

ABSTRACT

Multielectrode arrays (MEAs) are essential tools in neural and cardiac research as they provide a means for noninvasive, multiplexed recording of extracellular field potentials with high temporal resolution. To date, the mechanical properties of the electrode material, e.g., its Young's modulus, have not been taken into consideration in most MEA designs leaving hard materials as the default choice due to their established fabrication processes. However, the cell-electrode interface is known to significantly affect some aspects of the cell's behavior. In this paper, we describe the fabrication of a soft 3D micropillar electrode array. Using this array, we proceed to successfully record action potentials from monolayer cell cultures. Specifically, our conductive hydrogel micropillar electrode showed improved signal amplitude and signal-to-noise ratio, compared with conventional hard iridium oxide micropillar electrodes of the same diameter. Taken together, our fabricated soft micropillar electrode array will provide a tissue-like Young's modulus and thus a relevant mechanical microenvironment to fundamental cardiac and neural studies.


Subject(s)
Electric Stimulation/instrumentation , Equipment Design/instrumentation , Action Potentials/physiology , Animals , Cell Culture Techniques , Elastic Modulus , Electric Conductivity , Electrophysiological Phenomena/physiology , Equipment Design/methods , Hydrogels/chemistry , Hydrogels/metabolism , Iridium , Mice , Microelectrodes , Myocytes, Cardiac/physiology , Neurons/physiology , Signal-To-Noise Ratio
16.
Nano Lett ; 19(10): 6955-6963, 2019 10 09.
Article in English | MEDLINE | ID: mdl-31552740

ABSTRACT

Magnetogenetics is a new field that leverages genetically encoded proteins and protein assemblies that are sensitive to magnetic fields to study and manipulate cell behavior. Theoretical studies show that many proposed magnetogenetic proteins do not contain enough iron to generate substantial magnetic forces. Here, we have engineered a genetically encoded ferritin-containing protein crystal that grows inside mammalian cells. Each of these crystals contains more than 10 million ferritin subunits and is capable of mineralizing substantial amounts of iron. When isolated from cells and loaded with iron in vitro, these crystals generate magnetic forces that are 9 orders of magnitude larger than the forces from the single ferritin cages used in previous studies. These protein crystals are attracted to an applied magnetic field and move toward magnets even when internalized into cells. While additional studies are needed to realize the full potential of magnetogenetics, these results demonstrate the feasibility of engineering protein assemblies for magnetic sensing.


Subject(s)
Ferritins/chemistry , Magnets/chemistry , Animals , Crystallization , Ferritins/genetics , HEK293 Cells , Humans , Iron/chemistry , Magnetic Fields , Mice , Protein Engineering , RAW 264.7 Cells
17.
BMC Med ; 17(1): 113, 2019 06 18.
Article in English | MEDLINE | ID: mdl-31208412

ABSTRACT

BACKGROUND: Personalized medicine is the tailoring of treatment to the individual characteristics of patients. Once a treatment has been tested in a clinical trial and its effect overall quantified, it would be of great value to be able to use the baseline patients' characteristics to identify patients with larger/lower benefits from treatment, for a more personalized approach to therapy. METHODS: We show here a previously published statistical method, aimed at identifying patients' profiles associated to larger treatment benefits applied to three identical randomized clinical trials in multiple sclerosis, testing laquinimod vs placebo (ALLEGRO, BRAVO, and CONCERTO). We identified on the ALLEGRO patients' specific linear combinations of baseline variables, predicting heterogeneous response to treatment on disability progression. We choose the best score on the BRAVO, based on its ability to identify responders to treatment in this dataset. We finally got an external validation on the CONCERTO, testing on this new dataset the performance of the score in defining responders and non-responders. RESULTS: The best response score defined on the ALLEGRO and the BRAVO was a linear combination of age, sex, previous relapses, brain volume, and MRI lesion activity. Splitting patients into responders and non-responders according to the score distribution, in the ALLEGRO, the hazard ratio (HR) for disability progression of laquinimod vs placebo was 0.38 for responders, HR = 1.31 for non-responders (interaction p = 0.0007). In the BRAVO, we had similar results: HR = 0.40 for responders and HR = 1.24 for non-responders (interaction p = 0.006). These findings were successfully replicated in the CONCERTO study, with HR = 0.44 for responders and HR=1.08 for non-responders (interaction p = 0.033). CONCLUSIONS: This study demonstrates the possibility to refine and personalize the treatment effect estimated in randomized studies by using the baseline demographic and clinical characteristics of the included patients. The method can be applied to any randomized trial in any medical condition to create a treatment-specific score associated to different levels of response to the treatment tested in the trial. This is an easy and affordable method toward therapy personalization, indicating patient profiles related to a larger benefit from a specific drug, which may have implications for taking clinical decisions in everyday clinical practice.


Subject(s)
Multiple Sclerosis/therapy , Precision Medicine/methods , Adolescent , Adult , Disease Progression , Female , Humans , Male , Middle Aged , Multiple Sclerosis/pathology , Young Adult
19.
Ann Neurol ; 84(4): 621-625, 2018 10.
Article in English | MEDLINE | ID: mdl-30179270

ABSTRACT

Using placebo data from 3 randomized multiple sclerosis (MS) trials with uniform inclusion criteria, we investigated heterogeneity of Expanded Disability Status Scale (EDSS) progression by geographical areas. Our analysis revealed a significantly lower EDSS progression in Eastern European countries (10.8%) compared with Western Europe (13.1%) or the USA/Canada (21.4%, p < 0.001); EDSS improvement behaved the same way. This heterogeneity is not explained by differences of baseline variables. No differences were detected on more easily quantifiable measures, the Timed 25-Foot Walk or the Multiple Sclerosis Functional Composite. At a time when disease progression represents the target for future interventions in MS, establishment of more quantitative and objective outcomes remains a key priority of MS research. Ann Neurol 2018;84:621-625.


Subject(s)
Disability Evaluation , Disease Progression , Multiple Sclerosis/diagnosis , Multiple Sclerosis/epidemiology , Canada/epidemiology , Databases, Factual/trends , Europe/epidemiology , Europe, Eastern/epidemiology , Humans , Multiple Sclerosis/physiopathology , Randomized Controlled Trials as Topic/methods , United States/epidemiology , Walk Test/methods , Walk Test/trends
20.
J Math Biol ; 79(3): 791-822, 2019 08.
Article in English | MEDLINE | ID: mdl-31172257

ABSTRACT

In this paper we analyze the length-spectrum of blocks in [Formula: see text]-structures. [Formula: see text]-structures are a class of RNA pseudoknot structures that play a key role in the context of polynomial time RNA folding. A [Formula: see text]-structure is constructed by nesting and concatenating specific building components having topological genus at most [Formula: see text]. A block is a substructure enclosed by crossing maximal arcs with respect to the partial order induced by nesting. We show that, in uniformly generated [Formula: see text]-structures, there is a significant gap in this length-spectrum, i.e., there asymptotically almost surely exists a unique longest block of length at least [Formula: see text] and that with high probability any other block has finite length. For fixed [Formula: see text], we prove that the length of the complement of the longest block converges to a discrete limit law, and that the distribution of short blocks of given length tends to a negative binomial distribution in the limit of long sequences. We refine this analysis to the length spectrum of blocks of specific pseudoknot types, such as H-type and kissing hairpins. Our results generalize the rainbow spectrum on secondary structures by the first and third authors and are being put into context with the structural prediction of long non-coding RNAs.


Subject(s)
Algorithms , RNA Folding , RNA/chemistry , Humans , Models, Molecular
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