Literature DB >> 35395765

Potential application of hydrogel to the diagnosis and treatment of multiple sclerosis.

Haochuan Liu1, Bing Chen2, Qingsan Zhu3.   

Abstract

Multiple sclerosis (MS) is a chronic demyelinating disease of the central nervous system. This disorder may cause progressive and permanent impairment, placing significant physical and psychological strain on sufferers. Each progress in MS therapy marks a significant advancement in neurological research. Hydrogels can serve as a scaffold with high water content, high expansibility, and biocompatibility to improve MS cell proliferation in vitro and therapeutic drug delivery to cells in vivo. Hydrogels may also be utilized as biosensors to detect MS-related proteins. Recent research has employed hydrogels as an adjuvant imaging agent in immunohistochemistry assays. Following an overview of the development and use of hydrogels in MS diagnostic and therapy, this review discussed hydrogel's advantages and future opportunities in the diagnosis and treatment of MS.
© 2022. The Author(s).

Entities:  

Keywords:  Biosensor; Cell culture; Cell delivery; Hydrogel; Multiple sclerosis

Year:  2022        PMID: 35395765      PMCID: PMC8991948          DOI: 10.1186/s13036-022-00288-7

Source DB:  PubMed          Journal:  J Biol Eng        ISSN: 1754-1611            Impact factor:   4.355


Background

Trauma, stroke, neurodegenerative or demyelinating diseases, spinal cord injury, traumatic brain injury, Alzheimer’s disease, Parkinson’s disease, and multiple sclerosis (MS) may damage the central nervous system (CNS). MS is a chronic inflammatory disease characterized by perivenous lesions that eventually result in demyelinating plaques, oligodendrocyte destruction, and irreparable damage to gray and white matter axons [1, 2]. The range of MS comprises radiologically isolated syndrome (RIS), clinically isolated syndrome (CIS), and clinically diagnosed MS. Clinically diagnosed MS may fall into the following categories based on the various aspects of the disease course, which are relapsing-remitting multiple sclerosis (RRMS as the most common type of MS), secondary progressive multiple sclerosis (SPMS), primary progressive multiple sclerosis (PPMS), and progressive relapsing multiple sclerosis (PRMS, the rarest in the course of MS) [3]. MS is diagnosed using a combination of clinical, radiographic, and laboratory data, including the patient’s history, cerebrospinal fluid (CSF) examination, oligoclonal bands (OCB), immunoglobulin G (igG synthesis), visual performance potential (VEP), and magnetic resonance imaging (MRI) [4, 5]. Additionally, MS diagnosis necessitates a distinction between idiopathic inflammatory disorders, such as neuromyelitis optica spectrum disorder, and other recurrent diseases that mirror MS. Despite this, MS may still be misdiagnosed owing to certain deceptive imaging findings, resulting in around a quarter of individuals receiving MS therapy being diagnosed with another disease [6]. Anti-inflammatory and anti-immune treatments are the primary therapies for MS. The most often utilized therapies are adrenal glucocorticoids, immunosuppressor such as cyclophosphamide, azathioprine, and cyclocytosine A, plasmapheresis, immunoglobulin, and immunomodulators such as β-interferon, copolymer-1, and others [7, 8]. However, the effectiveness is less than optimal. Additionally, new therapeutics such as stem cells need ongoing management of cell selection, transplantation modality, and differentiation direction [9]. Despite significant advancements in the diagnosis and treatment of MS, current approaches remain restricted, and new ones are needed. One of the more intriguing solutions under investigation is the use of hydrogel-based biomaterials. Hydrogels have played an increasingly essential role in the biomedical area in various ways, including combinations due to their growing complexity of function and structure [10-14]. In the field of neurodegenerative diseases such as multiple sclerosis, the entire process of diagnosis and treatment research, from examination to drug administration, cell transplantation, in vitro disease simulation, and even imaging to monitor disease progression, requires the collaboration of medical and industrial disciplines. Hydrogel, being an exceptional representation of bioengineering materials with superior performance, may perform well in all of the aforementioned linkages. A hydrogel is a three-dimensional network polymer with hydrophilic structures that absorb thousands of times its dry weight in water. Additionally, hydrogels exhibit highly adjustable physical characteristics, including degradability, mechanical strength, gelation duration, and gelation temperature [11, 15]. Hydrogels have been extensively employed in biosensing, cell encapsulation, drug delivery, and tissue engineering scaffolds, among other applications, including but not limited to the area of neurodegenerative disease [16, 17]. Hydrogels may be classified according to their origin (natural or synthetic), composition (homopolymer or copolymer), reaction circumstances, the crosslinking mechanism (chemical or physical crosslinking), and charge. Many publications and reviews are available on the synthesis, characteristics, and uses of hydrogels, and the following review is highly suggested for interested readers [18-25]. The recent decade has witnessed advancements in mixing diverse components and methods to prepare hydrogel with enhanced properties. These novel excellent physicochemical qualities have established hydrogels as advanced biomaterials, prompting a host of research on their ultimate translation into therapeutic applications [26]. Hydrogels made of diverse materials are extensively utilized; only a few have been studied in MS. These hydrogels have the potential to play a critical role in the diagnosis and treatment of MS, such as supporting the growth of MS-related cells, improving the delivery of therapeutic agents including cells in vivo. Hydrogels may also be utilized as biosensors to detect MS-related biomolecule, and recent research have shown that hydrogels can be employed as auxiliaries in immunohistochemistry investigations to aid in imaging, and other aspects. This review primarily covered the use of hydrogel in the diagnosis and treatment of MS aims to generate new ideas and references for the confluence between MS diagnostic and treatment and hydrogel biomaterials.

Multiple sclerosis

Chronic inflammation of the brain and spinal cord, demyelination, and neurodegeneration are the symptoms of MS, which diminishes the patient’s physical performance progressively [27]. MS affects an estimated 2.5 million individuals globally, and its incidence has grown in recent decades [28, 29]. Gender could impact the morbidity of MS: women are more vulnerable than men, with a female-to-male morbidity ratio ranging between 2:1 and 3:1 depending on the geographic area [30]. Also, the unequal frequency distribution suggests that both environmental and genetic variables contribute significantly to MS progression [31]. Several identified environmental risk factors include Epstein-Barr virus (EBV) infection, teenage obesity, smoking, insufficient vitamin D, and sun exposure [32]. Most research on genetic factors focuses on the human leukocyte antigen (HLA) region on the short arm of chromosome 6 (6P21). Changes in this area may be positively or negatively associated with disease risk and course [33]. MS is caused by a combination of environmental, genetic, and epigenetic factors, which may combine with various identified modifiable risk factors [34]. MS pathological markers include demyelination across the blood-brain barrier by autoreactive T and B cells, neuronal and axonal damage and loss, and astrocyte growth [35, 36]. In severe MS, axonal damage progresses slowly to axonal transection inside demyelinated plaques, eventually culminating in irreparable damage [36, 37]. However, the mechanism by which the immune response to CNS antigens is initiated and maintained in MS remains unexplained. MS in its early stages is often characterized by an immediate onset of recurring neurological impairments, depending on the area of the central nervous system affected by the acute inflammatory demyelinating disease and the inflammatory process severity. Some significant symptoms include but are not limited to optic neuritis, tremor, nystagmus, slurred speech, incoordination and gait instability, limb numbness or weakness, weariness, subacute motor loss, diplopia, and discomfort [38, 39]. McDonald’s criteria for MS amended in 2017 reinstated the significance of cerebrospinal fluid abnormalities in the diagnosis [40]. On the other hand, it has been proposed that standardized MRI methods be used to evaluate individuals with suspected or clinically proven MS [41]. MS therapy may be classified into two groups: symptomatic treatments and disease-modifying therapies (DMT) that seek to change the disease’s course, and the route of administration classifies DMT into self-injection, oral or intravenous preparations [42]. Improvements in MS therapy are unparalleled in any other field of neurology, and stem cell treatment and immunotherapy offered promise, but there has been no “magic bullet” capable of entirely curing the condition, which is currently deemed incurable [43-48]. The priority now is to limit the disease’s effect throughout the disease course, enhance the quality of life, and promote a healthy philosophy for MS patients [34, 49].

Hydrogels applied in MS and its characteristics

Biosensing

Hydrogels are increasingly being utilized to fabricate electrochemical sensors, and researchers are starting to investigate their biological applications [50]. Electrochemical sensors are a kind of sensor in which a sensing element interacts with the target analyte to produce a sensing signal. For qualitative or quantitative investigation, these specialized sensors transform data to recognizable electrical signals proportional to the concentration of the target analyte [51]. Due to the unique microwater environment created by hydrogels, they may function as substrates for biomolecules to sustain their biological activity. Simultaneously, hydrogels have a very high specific surface area owing to their three-dimensional structure. As a result, hydrogels are primarily exploited in electrochemical sensor research as a substrate for immobilizing biomolecules [52]. These biomolecular hydrogels are capable of identifying analytes with high specificity, which is very useful in the diagnosis of MS. Matrix metalloproteinase-9 (MMP-9) is a significant peripheral biomarker of neuroinflammation in MS [53, 54]. In the diagnosis and detection of MS, the measurement of protease level by the electrochemical sensor may eliminate the tedious methods of biochemical analysis such as ELISA and reduce the personnel and financial cost of detecting instruments such as MRI. More crucially, it can not be confined by the monitoring environment [55, 56]. Many electrochemical sensors with various identification components have been developed, including immune or active sensors. A disposable biosensor monitoring the degradation of hydrogel films is a promising platform capable of monitoring protease activity, which is small, affordable, and simple to operate and has the potential of mass manufacturing [57]. Biela et al. [58] synthesized it by coating electrodes with oxidized-dextran and then cross-linking with peptides having particular cleavage sites of MMP-9. Exposure to enzymes induces film degradation, which may be tracked via impedance measurements. Results indicated effective detection of MMP-9 in the clinically relevant range of 50 to 400 ng/ ml. Except for reacting within 5 min, the sensor exhibited high selectivity to MMP-9 in the presence of MMP-2. However, reaction delays at low enzyme concentration and low stability of quartz crystal microbalance (QCM) signal before introducing enzyme existed. Ahmad et al. further employed poly (2-oxazoline) crosslinked with protease-specific lytic peptides as raw materials to construct hydrogel membranes on gold-plated quartz crystals using thiol-ene click chemistry and improve the crosslinking density. They measured the degradation rate of the hydrogel using a quartz crystal microbalance (QCM), which indicated a considerable dependence on MMP-9 concentration. Experiments examined the concentration range of 0–160 nM MMP-9 and identified the detection limit of 10 nM MMP-9 [59]. In addition, the materials utilized to build disposable MMP-9 sensors are universal and can detect various proteases by modifying the peptide sequence. On the other hand, hydrogels have been extensively studied for their multiple functions in wearable devices due to their exceptional flexibility, inherent electrical conductivity, biocompatibility, and rapid stimulus-response, as well as their unique mechanical properties (excellent stretchability, adjustable toughness, and low elastic modulus), see Fig. 1 [61]. Wearable devices can quantify biochemical analytes, monitor physiological parameters, detect human movement, and interact with external environmental stimuli. Sensing devices that monitor physiological signals and quantify disease biomarkers are critical for the early detection and intervention of neurodegenerative illnesses, as well as for the administration of medicine and correct evaluation of treatment effects [62]. The present need for bio sensing systems that can detect physiological signals consistently and precisely, as well as biocompatible surface chemistry and device-human interface interactions, is driving continuous research into enhanced sensing materials, sensing techniques, and device designs [63]. Hydrogels are hydrophilic polymers that contain a significant amount of water and so resemble human tissue. They may not only serve as polymer substrates for the loading of functional materials for biological signal transduction, but can also react to stimuli in conjunction with filling materials to further improve sensing performance [64].
Fig. 1

Bionic hydrogel materials and their applications in recently developed wearable devices [60]. Copyright 2021 American Chemical Society

Bionic hydrogel materials and their applications in recently developed wearable devices [60]. Copyright 2021 American Chemical Society Bionic hydrogels employed in wearable devices and biosensing include ionic conductive hydrogels, conductive polymer hydrogels, and conductive micro/nanocomposite hydrogels [60]. Materials and manufacturing processes may enable hydrogel with varying ionic and electrical conductivity, biocompatibility, biodegradability, antibacterial activity, self-healing and injectability, self-viscosity, transparency, and long-term stability extensibility, compressibility, and fatigue resistance, among other properties [65-68]. Currently, wearable technologies in MS are primarily used to monitor mobility and balance, and they may eventually play a more prominent role in assessing tiredness, tremor, and spasm [69, 70]. Wearable devices may give critical information for tracking the course of MS and evaluating the therapeutic benefits of disease-modifying and symptomatic medications [69, 71]. Despite few examples of hydrogel-type wearable sensors being explicitly used for MS, they have been utilized to detect changes in neurophysiological activity such as tremors in neurodegenerative disorders such as Parkinson’s disease [72]. Many aspects impacting the quality of life of multiple MS are expected to be simply and accurately recorded with the development of hydrogel-related wearable devices and biosensing. In summary, these hydrogels and their composites are increasingly enabling the detection of neurodegenerative disease biomarkers, physiological signals, and macroscopic symptom presentations such as MS. Simultaneously, hydrogel sensors provide some benefits in terms of repeatability and quality guarantee period [73]. Hydrogels combined with various functional materials and device designs are expected to provide wearable or implantable multifunctional healthcare platforms capable of diagnosis and treatment in the future.

In vitro cell culture

MS is a degenerative demyelinating disease of the CNS. One of the most significant unresolved issues in MS research is the development of neuroprotective and myelin regeneration strategies for treating progressive MS patients [74]. Myelin production and regeneration need a sufficient number of OPCs to be dispersed appropriately throughout the CNS and differentiation of these progenitor cells into myelin-forming OLs. The precondition for these investigations is the differentiation of stem cells and progenitor cell lines capable of generating oligodendrocytes in culture and modeling the normal brain microenvironment. Due to their permeability, biocompatibility, transparency, inert behavior, similarity to the extracellular matrix (ECM), controllable degradation rate, and adjustable stiffness, hydrogels can be potential matrix to mimic the functional structure of neural tissues and to create a suitable microenvironment for cell growth and proliferation [75]. A decade ago, using polyacrylamide hydrogels as two-dimensional culture substrates enabled the establishment of OPCs’ baseline mechanical sensitivity. The findings indicated that the mechanical stiffness of the environment to which these stem cells adhere had a significant effect on their survival, proliferation, migration, and differentiation in vitro. It provides a foundation for investigating the pathological alterations associated with MS and other demyelinating disorders [76]. However, the extracellular environment significantly influences nerve cells’ morphology and electrophysiological property. It is challenging to simulate the characteristics of this type of environment in vitro two-dimensionally. Compared to the monolayer culture of cells, the behavior of cells cultured in a three-dimensional environment is more representative of normal body conditions, necessitating the development of a new generation system to provide a more accurate representation of the intricacy of brain tissue [77]. Russell et al. [78] further investigated the influence of hydrogel characteristics on the survival and proliferation of two different OPC systems enclosed in 3D structures. The results indicated that the two cells’ activity and proliferation depended on the hydrogel’s stiffness and meshed size (see Fig. 2). They stated that this was the first research to establish the impact of hydrogel-mediated proliferation on glia limiting progenitor cells in a three-dimensional environment. These findings show that hydrogels derived from PEG may potentially expand OPCs and control cell destiny in demyelinating illnesses such as MS. Along with their proliferation-promoting properties, elastin-like hydrogels degradable with urokinase plasminogen activator have been shown to stimulate the maturation of oligodendrocyte progenitors, but not enough to differentiate into oligodendrocytes [79]. Meanwhile, Baisiwala et al. established a 3D hydrogel model based on hyaluronic acid that may be utilized to explore the influence of tissue stiffness and inflammation on neural progenitor cell (NPC) development into myelin oligodendrocytes during acute and chronic MS brain damage [80]. A recent piece of research revealed the use of a 3D enzymatically cross-linked gelatin hydrogel system in a microfluidic device to investigate the impact of hypoxia-induced oxidative stress (associated with MS) on the reactivity and myelin sheath of rat glia and human astrocytes [81]. Similarly, there is evidence that 3D HA hydrogel might examine OPC activity, and the low-stiffness microenvironment imitating brain tissue dynamics might promote OPC development and metabolism [82]. Apart from studying the mechanism of gelatin series cells, cultivating oligodendrocytes self-assembling peptide hydrogel system could also yield a conditioned medium rich in neurotrophic factors, which has therapeutic potential in the mouse model of experimental autoimmune encephalomyelitis by preventing demyelinating and glial proliferation [83].
Fig. 2

Two encapsulation schemes of oligodendrocyte progenitor cells in PEG-DM hydrogel [78]. Copyright 2017 American Chemical Society

Two encapsulation schemes of oligodendrocyte progenitor cells in PEG-DM hydrogel [78]. Copyright 2017 American Chemical Society In any case, hydrogel culture is expected to complete the cell adhesion, cytoskeleton, migration, signal transduction, cell differentiation, and morphogenesis of the physical model [84]. Its development is critical to achieve more accurate agents discovered through cell and sensitivity analysis and to investigate the growth and development of cells and tissues in vivo and in vitro mechanisms [85-87]. Organoids and microplatforms based on water coagulation machines aid in the bridge-building between models and clinical practice [88].

In vivo delivery system

No effective treatments for neurological illnesses such as MS have emerged, but stem cell therapies hold enormous promise for developing novel and curative medicines [45, 89]. Cell transplantation has developed into a nerve injury of cell replacement application, with different cell types transplanted, including human embryonic cells, mesenchymal stem cells derived from human bone marrow and human placenta stem cells, hematopoietic stem cells, human dental pulp stem cells, and undifferentiated adipose stem cells [90]. These cells exhibit anti-inflammatory and immunomodulatory properties, which could significantly slow the progression of experimental autoimmune encephalomyelitis [91]. The majority of research on MS cell treatment does not include NSC since MS cell therapy aims to regulate autoimmune processes rather than to induce myelin repair. While cell treatment has been shown to improve the clinical course of MS significantly, clinical studies have also indicated substantial limits of systemic direct stem cell infusion, including limited cell survival and low central system permeability [92]. Crossing the blood-brain barrier and delivering drugs locally or specifically is a topic that researchers are attempting to tackle. Additionally, encapsulating stem cells in hydrogels or other delivery carriers improves their therapeutic effectiveness significantly [17, 93–95]. Similar mechanical qualities to tissue, excellent biocompatibility, biodegradability, injectability, and porous structure make hydrogels an ideal supportive, protective, and nutritive milieu for cell delivery while avoiding complex invasive surgery [17]. Sustaining stem cell release at particular CNS regions will provide long-term neuroprotective and repair benefits against neurodegenerative disorders, as well as lower delivery dosages. Ferreira et al. [96] recently developed a hyaluronic acid-based hydrogel that was physically cross-linked to liposomes and injected directly into the central nervous system, significantly increasing bone marrow mesenchymal stem cell bioavailability. In EAE models, clinical scores were improved, and neuropathological levels were recovered (see Fig. 3). Apart from neuroprotection and regeneration treatments for MS, dendritic cells (DC), as key actors in immunity, are also potential ways for decreasing the immune response to the myelin sheath [97, 98]. Thomas et al. [99] injected DCs treated with interleukin-10 (IL-10) into cervical lymph nodes using an in situ gel poly (ethylene glycol) based hydrogel. Within 2 days of injection, DCs administration improved the hydrogel’s lifetime and changed the profile of endogenous immune cells recruited at the injection site. Additionally, hydrogels and nanoparticles may be employed as building blocks for more complex nanocomposites, and this technology is especially well suited for intranasal delivery of cells, neuroprotective compounds, and proteins [91, 95].
Fig. 3

An injectable, biocompatible hydrogel of HA cross-linked with liposome reducing disease severity of EAE [96]. Copyright 2021, with permission from Elsevier

An injectable, biocompatible hydrogel of HA cross-linked with liposome reducing disease severity of EAE [96]. Copyright 2021, with permission from Elsevier

Imaging

Clinical impairment in MS and its most often utilized animal model, experimental autoimmune encephalomyelitis (EAE) mice, is linked to gray matter atrophy [100]. Gray matter atrophy, often detected in EAE, has yet to be linked to a specific spinal cord disorder pathology. Clear Lipid-exchanged Acrylamide-hybridized Rigid Imaging-compatible Tissue-hYdrogel or CLARITY is a recently developed optical cleaning technology capable of converting intact tissue into a nanoporous hydrogel hybrid (3-dimensional network crosslinked to hydrophilic polymers) that permits comprehensive imaging of the whole brain with minimum protein loss while keeping natural fluorescence [101, 102]. Using this hydrogel and MRI layer V neurons in EAE mice induced by Thy1.1-YF, Spence et al. [103] demonstrated that cortical volumes correlated negatively to end bulbs and positively to layer V neurons. Later, they used voxel-based morphometry (VBM) to evaluate localized GM atrophy and CLARITY to evaluate specific pathologies in EAE mice. Maps showing the connection between particular diseases and local gray matter atrophy were created [104]. Anatomical insights from these investigations will be useful for future research on gray matter atrophy, which is the strongest predictor of impairment in MS. Most significantly, the use of MRI and CLARITY to EAE establishes a precedent for better distinguishing neuropathological processes in three-dimensional intact tissues in a range of neurodegenerative illnesses. Another interesting work has shown that by combining the biodegradation of extracellular matrix (ECM) hydrogels with 19F MRI of perfluorinated carbon-labeled (PFC) macrophages, novel insights into the participation of neuroinflammatory processes and spatiotemporal dynamics may be obtained. A framework for precise observation of the distribution and density of 19F-labeled macrophages in the brain is established by systematic tuning of sequence and imaging parameters. This will further knowledge of peripheral macrophages’ participation in bio-scaffold breakdown and regeneration of brain tissue [105]. These investigations of macrophages as pathogenic cell effectors and prospective therapeutic targets in MS [106], in conjunction with labeled imaging and hydrogels, present a potential in vivo tool to aid in the monitoring and prevention of MS. Simultaneously, hydrogels may be turned into fluorescent probes for cell imaging, allowing for fast diagnosis of neurodegenerative biomarkers [107].

Conclusions and outlook

MS requires additional therapies since it is a progressive impairment. Analyses of the complete spectrum of hydrogel-related MS diagnostic and treatment techniques generate several research interests. For example, the intestinal tract microbiome is a rapidly growing area of research into the pathogenesis and potential treatments of MS, as peripheral immune activation plays a role in the disease’s pathogenesis and a symbiotic intestinal tract microbiome may be necessary for initiating the immune response [108]. Additionally, this review suggests that the delivery of combining hydrogels with intestinal bacteria that are resistant to stomach acid and decompose on demand may be a future research area [109]. Another area of interest for future hydrogel applications is wearable electronic sensors, which have the potential to achieve volume production while delivering many beneficial features such as monitoring balance, tiredness, and movement throughout the course of MS. More intriguingly, 3D hydrogel systems facilitate the cultivation and elucidation of cell-matrix interactions by reproducing the unique properties of native central nervous system tissues in vitro, including binding delivery through nanoparticles. These may be the areas of attention for the development of hydrogel materials, as well as for MS diagnosis and prognosis monitoring.
  91 in total

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Authors:  Anna Biela; Michael Watkinson; Ute C Meier; David Baker; Gavin Giovannoni; C Remzi Becer; Steffi Krause
Journal:  Biosens Bioelectron       Date:  2015-01-28       Impact factor: 10.618

Review 2.  Advances in Hydrogels in Organoids and Organs-on-a-Chip.

Authors:  Haitao Liu; Yaqing Wang; Kangli Cui; Yaqiong Guo; Xu Zhang; Jianhua Qin
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Review 3.  Interactions between genetic, lifestyle and environmental risk factors for multiple sclerosis.

Authors:  Tomas Olsson; Lisa F Barcellos; Lars Alfredsson
Journal:  Nat Rev Neurol       Date:  2016-12-09       Impact factor: 42.937

Review 4.  Injectable thermosensitive hydrogel-based drug delivery system for local cancer therapy.

Authors:  Yin Xiao; Yuhong Gu; Li Qin; Lin Chen; Xiaoliang Chen; Weiheng Cui; Fuling Li; Ni Xiang; Xiaoai He
Journal:  Colloids Surf B Biointerfaces       Date:  2021-01-16       Impact factor: 5.268

Review 5.  Multiple sclerosis - a review.

Authors:  R Dobson; G Giovannoni
Journal:  Eur J Neurol       Date:  2018-11-18       Impact factor: 6.089

Review 6.  Nanocomposites for neurodegenerative diseases: hydrogel-nanoparticle combinations for a challenging drug delivery.

Authors:  Carmen Giordano; Diego Albani; Antonio Gloria; Marta Tunesi; Serena Rodilossi; Teresa Russo; Gianluigi Forloni; Luigi Ambrosio; Alberto Cigada
Journal:  Int J Artif Organs       Date:  2011-12       Impact factor: 1.595

7.  Emerging Application of Nanorobotics and Artificial Intelligence To Cross the BBB: Advances in Design, Controlled Maneuvering, and Targeting of the Barriers.

Authors:  Ajay Vikram Singh; Vaisali Chandrasekar; Poonam Janapareddy; Divya Elsa Mathews; Peter Laux; Andreas Luch; Yin Yang; Beatriz Garcia-Canibano; Shidin Balakrishnan; Julien Abinahed; Abdulla Al Ansari; Sarada Prasad Dakua
Journal:  ACS Chem Neurosci       Date:  2021-05-19       Impact factor: 4.418

8.  Hydrogel based QCM aptasensor for detection of avian influenza virus.

Authors:  Ronghui Wang; Yanbin Li
Journal:  Biosens Bioelectron       Date:  2012-10-22       Impact factor: 10.618

9.  Guiding Oligodendrocyte Precursor Cell Maturation With Urokinase Plasminogen Activator-Degradable Elastin-like Protein Hydrogels.

Authors:  Edi Meco; W Sharon Zheng; Anahita H Sharma; Kyle J Lampe
Journal:  Biomacromolecules       Date:  2020-10-09       Impact factor: 6.988

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