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1.
Sensors (Basel) ; 24(13)2024 Jun 23.
Article in English | MEDLINE | ID: mdl-39000860

ABSTRACT

Wearable robots are emerging as a viable and effective solution for assisting and enabling people who suffer from balance and mobility disorders. Virtual prototyping is a powerful tool to design robots, preventing the costly iterative physical prototyping and testing. Design of wearable robots through modelling, however, often involves computationally expensive and error-prone multi-body simulations wrapped in an optimization framework to simulate human-robot-environment interactions. This paper proposes a framework to make the human-robot link segment system statically determinate, allowing for the closed-form inverse dynamics formulation of the link-segment model to be solved directly in order to simulate human-robot dynamic interactions. The paper also uses a technique developed by the authors to estimate the walking ground reactions from reference kinematic data, avoiding the need to measure them. The proposed framework is (a) computationally efficient and (b) transparent and easy to interpret, and (c) eliminates the need for optimization, detailed musculoskeletal modelling and measuring ground reaction forces for normal walking simulations. It is used to optimise the position of hip and ankle joints and the actuator torque-velocity requirements for a seven segments of a lower-limb wearable robot that is attached to the user at the shoes and pelvis. Gait measurements were carried out on six healthy subjects, and the data were used for design optimization and validation. The new technique promises to offer a significant advance in the way in which wearable robots can be designed.


Subject(s)
Gait , Robotics , Walking , Wearable Electronic Devices , Humans , Robotics/methods , Walking/physiology , Gait/physiology , Biomechanical Phenomena/physiology , Equipment Design , Hip Joint/physiology , Ankle Joint/physiology
2.
Pain ; 165(8): 1824-1839, 2024 Aug 01.
Article in English | MEDLINE | ID: mdl-38452223

ABSTRACT

ABSTRACT: Secreted microRNAs (miRNAs) have been detected in various body fluids including the cerebrospinal fluid, yet their direct role in regulating synaptic transmission remains uncertain. We found that intrathecal injection of low dose of let-7b (1 µg) induced short-term (<24 hours) mechanical allodynia and heat hyperalgesia, a response that is compromised in Tlr7-/- or Trpa1-/- mice. Ex vivo and in vivo calcium imaging in GCaMP6-report mice revealed increased calcium signal in spinal cord afferent terminals and doral root ganglion/dorsal root ganglia neurons following spinal perfusion and intraplantar injection of let-7b. Patch-clamp recordings also demonstrated enhanced excitatory synaptic transmission (miniature excitatory postsynaptic currents [EPSCs]) in spinal nociceptive neurons following let-7b perfusion or optogenetic activation of axonal terminals. The elevation in spinal calcium signaling and EPSCs was dependent on the presence of toll-like receptor-7 (TLR7) and transient receptor potential ion channel subtype A1 (TRPA1). In addition, endogenous let-7b is enriched in spinal cord synaptosome, and peripheral inflammation increased let-7b in doral root ganglion/dorsal root ganglia neurons, spinal cord tissue, and the cerebrospinal fluid. Notably, let-7b antagomir inhibited inflammatory pain and inflammation-induced synaptic plasticity (EPSC increase), suggesting an endogenous role of let-7b in regulating pain and synaptic transmission. Furthermore, intrathecal injection of let-7b, at a higher dose (10 µg), induced persistent mechanical allodynia for >2 weeks, which was abolished in Tlr7-/- mice. The high dose of let-7b also induced microgliosis in the spinal cord. Of interest, intrathecal minocycline only inhibited let-7b-induced mechanical allodynia in male but not female mice. Our findings indicate that the secreted microRNA let-7b has the capacity to provoke pain through both neuronal and glial signaling, thereby establishing miRNA as an emerging neuromodulator.


Subject(s)
Mice, Knockout , MicroRNAs , Microglia , Spinal Cord , Synaptic Transmission , Animals , MicroRNAs/genetics , MicroRNAs/metabolism , Spinal Cord/metabolism , Spinal Cord/physiopathology , Synaptic Transmission/physiology , Mice , Microglia/metabolism , Male , Mice, Inbred C57BL , Hyperalgesia/physiopathology , Hyperalgesia/metabolism , Toll-Like Receptor 7/metabolism , Toll-Like Receptor 7/genetics , Signal Transduction/physiology , Nociceptors/metabolism , Nociceptors/physiology , Ganglia, Spinal/metabolism , Neurons/metabolism , TRPA1 Cation Channel/metabolism , TRPA1 Cation Channel/genetics , Excitatory Postsynaptic Potentials/physiology , Membrane Glycoproteins
3.
Subst Use Misuse ; 59(2): 208-217, 2024.
Article in English | MEDLINE | ID: mdl-37846065

ABSTRACT

OBJECTIVE: College students represent a large portion of the population, and report high rates of cannabis use and related negative outcomes, including interpersonal problems, risky behaviors, or physical dependency. The contexts in which students use cannabis (e.g., at a party, when feeling down or depressed, after a fight with a loved one) likely affect their risk of experiencing consequences. We aimed to discern profiles of cannabis use contexts and compare profiles on use frequency, consequences, and the use of cannabis protective behavioral strategies (PBS). METHOD: College students were surveyed regarding their cannabis use contexts, frequency, consequences, and PBS use (n = 265; female = 72.8%). We used Latent Profile Analysis to identify patterns of cannabis use contexts and auxiliary testing to compare profiles on use frequency, consequences, and PBS use. RESULTS: Our examination revealed three latent profiles of cannabis use. The Social Use Profile was associated with use in predominantly social/uplifting contexts. The Physical & Emotional Pain Profile was also associated with use in these contexts but was defined by additional use in response to pain. The All Contexts Profile was associated with frequent use in all contexts, including those that were least endorsed by the other profiles. Profiles differed in cannabis use frequency, PBS use, and the number of consequences experienced, such that profiles were more likely to be associated with more frequent cannabis use, higher risk of experiencing use-consequences, and using fewer PBS as the number of use contexts increased across the profiles. CONCLUSIONS: The contexts in which people use cannabis are associated with cannabis risk and protection. Prevention and intervention efforts may benefit from considering contexts of cannabis use.


Subject(s)
Cannabis , Substance-Related Disorders , Humans , Female , Emotions , Social Environment , Pain , Universities
4.
STAR Protoc ; 4(3): 102348, 2023 Sep 15.
Article in English | MEDLINE | ID: mdl-37314924

ABSTRACT

Cell isolation from complex mixtures is a key step in many clinical and research applications, but standard isolation methods may affect the cell's biology and are difficult to reverse. Here, we present a method to isolate and restore cells to their native state using an aptamer that binds epidermal growth factor receptor (EGFR+)cells and a complementary antisense oligonucleotide to reverse binding. For complete details on the use and execution of this protocol, please refer to Gray et al.1.


Subject(s)
Antidotes , Oligonucleotides , Oligonucleotides, Antisense , Cell Separation
5.
Cancers (Basel) ; 15(8)2023 Apr 14.
Article in English | MEDLINE | ID: mdl-37190227

ABSTRACT

Strategies to direct drugs specifically to cancer cells have been increasingly explored, and significant progress has been made toward such targeted therapy. For example, drugs have been conjugated into tumor-targeting antibodies to enable delivery directly to tumor cells. Aptamers are an attractive class of molecules for this type of drug targeting as they are high-affinity/high-specificity ligands, relatively small in size, GMP manufacturable at a large-scale, amenable to chemical conjugation, and not immunogenic. Previous work from our group revealed that an aptamer selected to internalize into human prostate cancer cells, called E3, can also target a broad range of human cancers but not normal control cells. Moreover, this E3 aptamer can deliver highly cytotoxic drugs to cancer cells as Aptamer-highly Toxic Drug Conjugates (ApTDCs) and inhibit tumor growth in vivo. Here, we evaluate its targeting mechanism and report that E3 selectively internalizes into cancer cells utilizing a pathway that involves transferrin receptor 1 (TfR 1). E3 binds to recombinant human TfR 1 with high affinity and competes with transferrin (Tf) for binding to TfR1. In addition, knockdown or knockin of human TfR1 results in a decrease or increase in E3 cell binding. Here, we reported a molecular model of E3 binding to the transferrin receptor that summarizes our findings.

6.
Mol Ther Nucleic Acids ; 31: 383-397, 2023 Mar 14.
Article in English | MEDLINE | ID: mdl-36817723

ABSTRACT

Adeno-associated viruses (AAVs) are commonly used for in vivo gene therapy. Nevertheless, the wide tropism that characterizes these vectors limits specific targeting to a particular cell type or tissue. Here, we developed new chemically modified AAV vectors (Nε-AAVs) displaying a single site substitution on the capsid surface for post-production vector engineering through biorthogonal copper-free click chemistry. We were able to identify AAV vectors that would tolerate the unnatural amino acid substitution on the capsid without disrupting their packaging efficiency. We functionalized the Nε-AAVs through conjugation with DNA (AS1411) or RNA (E3) aptamers or with a folic acid moiety (FA). E3-, AS1411-, and FA-AAVs showed on average a 3- to 9-fold increase in transduction compared with their non-conjugated counterparts in different cancer cell lines. Using specific competitors, we established ligand-specific transduction. In vivo studies confirmed the selective uptake of FA-AAV and AS1411-AAV without off-target transduction in peripheral organs. Overall, the high versatility of these novel Nε-AAVs might pave the way to tailoring gene therapy vectors toward specific types of cells both for ex vivo and in vivo applications.

7.
Mol Ther Nucleic Acids ; 31: 440-451, 2023 Mar 14.
Article in English | MEDLINE | ID: mdl-36817726

ABSTRACT

Pathological blood clotting, or thrombosis, limits vital blood flow to organs; such deprivation can lead to catastrophic events including myocardial infarction, pulmonary embolism, and ischemic stroke. Prompt restoration of blood flow greatly improves outcomes. We explored whether aptamers could serve as molecular imaging probes to rapidly detect thrombi. An aptamer targeting thrombin, Tog25t, was found to rapidly localize to and visualize pre-existing clots in the femoral and jugular veins of mice using fluorescence imaging and, when circulating, was able to image clots as they form. Since free aptamer is quickly cleared from circulation, contrast is rapidly developed, allowing clot visualization within minutes. Moreover, administration of an antidote oligonucleotide further enhanced contrast development, causing the unbound aptamer to clear within 5min while impacting the clot-bound aptamer more slowly. These findings suggest that aptamers can serve as imaging agents for rapid detection of thrombi in acute care and perioperative settings.

8.
Obes Sci Pract ; 8(2): 219-232, 2022 Apr.
Article in English | MEDLINE | ID: mdl-35388342

ABSTRACT

Background: Yoga may reduce body weight in individuals with overweight or obesity, but whether this occurs through decreased energy intake (EI) or increased energy expenditure (EE)/physical activity (PA) is unclear. Methods: A systematic search of PubMed, Web of Science, Embase, and PsychINFO was conducted from inception until April 26, 2021. Eligible studies included randomized controlled trials or single-arm pre-post studies with any type and duration of yoga intervention in adults with overweight or obesity. Studies with measures related to EI , EE, or PA were eligible. The review initially identified 1,373 articles. Results: Of the 10 included studies, one used indirect calorimeter measures of resting EE, while nine used self-reported measures of EI and PA. Of the seven studies measuring parameters related to EI, only one found greater decreases in EI relative to the control group, although three other investigations reported trends toward improved dietary intake. Of the eight studies measuring PA, two reported greater increases in resting EE or PA in the yoga group relative to the control group. Two reported significant within-group increases in PA from pre-post intervention, and four studies reported a trend for increased PA with no p-values reported. Conclusions: Limited evidence suggests yoga may reduce EI and increase PA in adults with overweight or obesity. Additional studies that investigate the effects of yoga interventions on energy balance parameters using objective techniques are warranted.

9.
Behav Brain Res ; 420: 113727, 2022 02 26.
Article in English | MEDLINE | ID: mdl-34954299

ABSTRACT

Due to the financial burden and undesired side effects of treatment options, researchers have begun exploring alternative methods of treating autism spectrum disorder (ASD). Based on research suggesting impressive health benefits of engaging in physical activity, exercise treatment to alleviate symptoms could be a more cost effective alternative to pharmaceutical interventions. This study examined the effects of physical exercise on nociceptive responses and social interactions in an autism mouse model (BTBR T+ Itpr3tf/J). Subjects (n = 32) were separated into groups (BTBR vs B6 controls) based on the genetic strain and activity condition they were assigned. When compared to B6 controls, the BTBR mice demonstrated thermal hypoalgesia that normalized following 5 weeks of voluntary wheel running. However, exercise did not significantly attenuate social interaction deficits in BTBR mice, despite scores trending toward a positive direction. These results suggest that exercise could serve as a potential additive to other therapies for abnormal nociception in individuals with Autism Spectrum Disorder.


Subject(s)
Autism Spectrum Disorder/therapy , Motor Activity/physiology , Nociception/physiology , Social Interaction , Animals , Disease Models, Animal , Female , Male , Mice , Mice, Inbred C57BL
10.
Cancers (Basel) ; 12(11)2020 Oct 31.
Article in English | MEDLINE | ID: mdl-33142831

ABSTRACT

Recent advances in chemotherapy treatments are increasingly targeted therapies, with the drug conjugated to an antibody able to deliver it directly to the tumor. As high-affinity chemical ligands that are much smaller in size, aptamers are ideal for this type of drug targeting. Aptamer-highly toxic drug conjugates (ApTDCs) based on the E3 aptamer, selected on prostate cancer cells, target and inhibit prostate tumor growth in vivo. Here, we observe that E3 also broadly targets numerous other cancer types, apparently representing a universal aptamer for cancer targeting. Accordingly, ApTDCs formed by conjugation of E3 to the drugs monomethyl auristatin E (MMAE) or monomethyl auristatin F (MMAF) efficiently target and kill a range of different cancer cells. Notably, this targeting extends to both patient-derived explant (PDX) cancer cell lines and tumors, with the E3 MMAE and MMAF conjugates inhibiting PDX cell growth in vitro and with the E3 aptamer targeting PDX colorectal tumors in vivo.

11.
Cell Chem Biol ; 27(2): 232-244.e7, 2020 02 20.
Article in English | MEDLINE | ID: mdl-31879266

ABSTRACT

Although antibodies are routinely used to label and isolate a desired cell type from a more complex mixture of cells, via either fluorescence-activated cell sorting (FACS) or magnetic-activated cell sorting (MACS), such antibody labeling is not easily reversible. We describe an FACS and MACS compatible method to reversibly label and purify cells using aptamers. Magnetic beads loaded with the epidermal growth factor receptor (EGFR)-binding antagonistic aptamer E07 specifically isolated EGFR-expressing cells, and pure, label-free cells were recovered via treatment with an "antidote" oligonucleotide complementary to the aptamer. Additionally, while FACS sorting cells with E07 or EGFR antibody yielded EGFR(+) cells with impeded EGFR signaling, stripping off the aptamer via antidote treatment restored receptor function, returning cells to their native state, which was not possible with the antibody. The ability to reversibly label or isolate cells without compromising their function is a valuable, versatile tool with important implications for both the laboratory and clinic.


Subject(s)
Aptamers, Nucleotide/metabolism , Cell Separation/methods , Ligands , Antibodies/immunology , Antidotes/chemistry , Antidotes/pharmacology , Aptamers, Nucleotide/chemistry , Cell Line, Tumor , ErbB Receptors/immunology , ErbB Receptors/metabolism , Flow Cytometry , Fluorescent Dyes/chemistry , Humans , Magnetics , Protein Binding/drug effects
12.
Adolesc Health Med Ther ; 9: 111-116, 2018.
Article in English | MEDLINE | ID: mdl-30127650

ABSTRACT

Males have largely been underrepresented in the eating disorder (ED) peer-reviewed literature. The current review paper examines prevalence rates, ED symptom presentation, and assessment and treatment strategies relevant to adolescent and young adult males. Adolescent and young adult males often report a greater desire to be bigger and more muscular compared to their female counterparts. Due to concerns that contemporary ED assessment tools are over reliant on items that evaluate stereotypically feminine indicators of ED pathology, male-specific ED measures, such as the Eating Disorder Assessment for Men, have been developed. Further validation work is necessary to establish the psychometric properties of these male-specific measures, particularly in adolescent male populations. Attention to a heightened prevalence of comorbid substance abuse disorders and the role that competitive sports play in perpetuating ED pathology are two factors that have been identified as important in the treatment of adolescent and young adult males with EDs.

13.
Proc Natl Acad Sci U S A ; 115(18): 4761-4766, 2018 05 01.
Article in English | MEDLINE | ID: mdl-29666232

ABSTRACT

Therapies that can eliminate both local and metastatic prostate tumor lesions while sparing normal organ tissue are desperately needed. With the goal of developing an improved drug-targeting strategy, we turned to a new class of targeted anticancer therapeutics: aptamers conjugated to highly toxic chemotherapeutics. Cell selection for aptamers with prostate cancer specificity yielded the E3 aptamer, which internalizes into prostate cancer cells without targeting normal prostate cells. Chemical conjugation of E3 to the drugs monomethyl auristatin E (MMAE) and monomethyl auristatin F (MMAF) yields a potent cytotoxic agent that efficiently kills prostate cancer cells in vitro but does not affect normal prostate epithelial cells. Importantly, the E3 aptamer targets tumors in vivo and treatment with the MMAF-E3 conjugate significantly inhibits prostate cancer growth in mice, demonstrating the in vivo utility of aptamer-drug conjugates. Additionally, we report the use of antidotes to block E3 aptamer-drug conjugate cytotoxicity, providing a safety switch in the unexpected event of normal cell killing in vivo.


Subject(s)
Aminobenzoates/pharmacology , Antineoplastic Agents/pharmacology , Aptamers, Nucleotide/pharmacology , Oligopeptides/pharmacology , Prostatic Neoplasms/drug therapy , Aminobenzoates/chemistry , Animals , Antineoplastic Agents/chemistry , Aptamers, Nucleotide/chemistry , Delayed-Action Preparations/chemistry , Delayed-Action Preparations/pharmacology , Humans , Male , Mice , Mice, Nude , Oligopeptides/chemistry , Prostatic Neoplasms/metabolism , Prostatic Neoplasms/pathology , Xenograft Model Antitumor Assays
14.
J Cell Biol ; 216(2): 495-510, 2017 02.
Article in English | MEDLINE | ID: mdl-28137778

ABSTRACT

Loss of the Merlin tumor suppressor and activation of the Hippo signaling pathway play major roles in the control of cell proliferation and tumorigenesis. We have identified completely novel roles for Merlin and the Hippo pathway effector Yes-associated protein (YAP) in the control of Schwann cell (SC) plasticity and peripheral nerve repair after injury. Injury to the peripheral nervous system (PNS) causes a dramatic shift in SC molecular phenotype and the generation of repair-competent SCs, which direct functional repair. We find that loss of Merlin in these cells causes a catastrophic failure of axonal regeneration and remyelination in the PNS. This effect is mediated by activation of YAP expression in Merlin-null SCs, and loss of YAP restores axonal regrowth and functional repair. This work identifies new mechanisms that control the regenerative potential of SCs and gives new insight into understanding the correct control of functional nerve repair in the PNS.


Subject(s)
Adaptor Proteins, Signal Transducing/metabolism , Cell Proliferation , Crush Injuries/metabolism , Nerve Regeneration , Neurofibromin 2/metabolism , Phosphoproteins/metabolism , Protein Serine-Threonine Kinases/metabolism , Schwann Cells/metabolism , Sciatic Nerve/metabolism , Sciatic Neuropathy/metabolism , Adaptor Proteins, Signal Transducing/deficiency , Adaptor Proteins, Signal Transducing/genetics , Animals , Axons/metabolism , Axons/pathology , Cell Cycle Proteins , Crush Injuries/genetics , Crush Injuries/pathology , Crush Injuries/physiopathology , Disease Models, Animal , Female , Genotype , Hippo Signaling Pathway , Male , Mice, Knockout , Mitogen-Activated Protein Kinases/metabolism , Motor Activity , Myelin Sheath/metabolism , Nerve Growth Factors/metabolism , Neurofibromin 2/deficiency , Neurofibromin 2/genetics , Neuronal Plasticity , Phenotype , Phosphoproteins/deficiency , Phosphoproteins/genetics , Proto-Oncogene Proteins c-jun/metabolism , Recovery of Function , Schwann Cells/pathology , Sciatic Nerve/injuries , Sciatic Nerve/pathology , Sciatic Nerve/physiopathology , Sciatic Neuropathy/genetics , Sciatic Neuropathy/pathology , Sciatic Neuropathy/physiopathology , Signal Transduction , Time Factors , YAP-Signaling Proteins
15.
J Neurochem ; 141(1): 37-47, 2017 04.
Article in English | MEDLINE | ID: mdl-27973735

ABSTRACT

Myelination in the peripheral nervous system (PNS) is controlled by both positive and negative regulators within Schwann cells to ensure timely onset and correct myelin thickness for saltatory conduction by neurons. Transcription factors such as Sox10, octamer-binding transcription factor 6 (Oct6) and Krox20 form a positive regulatory network, whereas negative regulators such as cJun and Sox2 oppose myelination in Schwann cells. The role of the p38 MAPK pathway has been studied in PNS myelination, but its precise function remains unclear, with both positive and negative effects of p38 activity reported upon both myelination and processes of nerve repair. To clarify the role of p38 MAPK in the PNS, we have analysed mice with a Schwann cell-specific ablation of the major p38 isoform, p38alpha. In line with previous findings of an inhibitory role for p38 MAPK, we observe acceleration of post-natal myelination in p38alpha null nerves, a delay in myelin down-regulation following injury, together with a small increase in levels of re-myelination following injury. Finally we explored roles for p38alpha in controlling axonal regeneration and functional repair following PNS injury and observe that loss of p38alpha function in Schwann cells does not appear to affect these processes as previously reported. These studies therefore provide further proof for a role of p38 MAPK signalling in the control of myelination by Schwann cells in the PNS, but do not show an apparent role for signalling by this MAP kinase in Schwann cells controlling other elements of Wallerian degeneration and functional repair following injury. Cover Image for this issue: doi: 10.1111/jnc.13793.


Subject(s)
Mitogen-Activated Protein Kinase 14/physiology , Nerve Fibers, Myelinated/enzymology , Peripheral Nerve Injuries/enzymology , Peripheral Nerves/enzymology , Recovery of Function/physiology , Schwann Cells/enzymology , Animals , Animals, Newborn , Cells, Cultured , Female , Male , Mice , Nerve Fibers, Myelinated/pathology , Peripheral Nerve Injuries/pathology , Peripheral Nerves/pathology , Rats , Schwann Cells/pathology
16.
J Cyst Fibros ; 15(2): 186-91, 2016 Mar.
Article in English | MEDLINE | ID: mdl-26002312

ABSTRACT

BACKGROUND: Isolation of mycobacteria from the sputum of patients with cystic fibrosis (CF) is challenging due to the overgrowth of cultures by other bacteria and fungi. In this setting, Burkholderia cepacia selective agar (BCSA) has been recommended as a convenient and effective culture medium for the isolation of rapidly-growing, non-tuberculous mycobacteria (NTM). A novel selective culture medium (RGM medium) was evaluated for the isolation of rapidly-growing NTM from the sputum of children and adults with CF. METHODS: A total of 118 isolates of rapidly-growing mycobacteria and 98 other bacteria and fungi were inoculated onto RGM medium. These were assessed for growth at 30°C over a seven day period. A total of 502 consecutive sputum samples were collected from 210 patients with CF. Each sample was homogenized and cultured onto RGM medium and also onto BCSA. Cultures were incubated for 10days at 30°C. RESULTS: Of 118 isolates of mycobacteria all but one grew well on RGM medium, whereas 94% of other bacteria and fungi were inhibited. A total of 55 sputum samples (from 33 distinct patients) yielded NTM using a combination of both RGM and BCSA (prevalence: 15.7%). NTM were recovered from 54 sputum samples using RGM medium compared with only 17 samples using BCSA (sensitivity 98% vs. 31%; P≤0.0001). A total of 419 isolates of non-mycobacteria were recovered from sputum samples on BCSA compared with 46 on RGM medium. CONCLUSIONS: RGM medium offers a simple and effective culture method for the isolation of rapidly-growing mycobacteria from sputum samples from patients with CF without decontamination of samples. RGM medium allows for the systematic screening of all sputum samples routinely referred for culture from patients with CF.


Subject(s)
Bacteriological Techniques/methods , Culture Media , Cystic Fibrosis/microbiology , Mycobacterium/growth & development , Sputum/microbiology , Adolescent , Adult , Aged , Child , Child, Preschool , Humans , Infant , Middle Aged , Mycobacterium/isolation & purification , Young Adult
17.
Sci Rep ; 4: 4480, 2014 Mar 27.
Article in English | MEDLINE | ID: mdl-24670678

ABSTRACT

Tumor targeting ligands are emerging components in cancer therapies. Widespread use of targeted therapies and molecular imaging is dependent on increasing the number of high affinity, tumor-specific ligands. Towards this goal, we biopanned three phage-displayed peptide libraries on a series of well-defined human non-small cell lung cancer (NSCLC) cell lines, isolating 11 novel peptides. The peptides show distinct binding profiles across 40 NSCLC cell lines and do not bind normal bronchial epithelial cell lines. Binding of specific peptides correlates with onco-genotypes and activation of particular pathways, such as EGFR signaling, suggesting the peptides may serve as surrogate markers. Multimerization of the peptides results in cell binding affinities between 0.0071-40 nM. The peptides home to tumors in vivo and bind to patient tumor samples. This is the first comprehensive biopanning for isolation of high affinity peptidic ligands for a single cancer type and expands the diversity of NSCLC targeting ligands.


Subject(s)
Carcinoma, Non-Small-Cell Lung/metabolism , Ligands , Lung Neoplasms/metabolism , Peptides/metabolism , Amino Acid Sequence , Animals , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/pathology , Cell Line, Tumor , Cell Surface Display Techniques , Cluster Analysis , Disease Models, Animal , Drug Delivery Systems , Genotype , Heterografts , Humans , Lung Neoplasms/genetics , Lung Neoplasms/pathology , Mice , Molecular Structure , Peptide Library , Peptides/chemistry , Phenotype , Protein Binding , Protein Multimerization , Protein Transport
19.
PLoS One ; 8(8): e72938, 2013.
Article in English | MEDLINE | ID: mdl-24009717

ABSTRACT

One method for improving cancer treatment is the use of nanoparticle drugs functionalized with targeting ligands that recognize receptors expressed selectively by tumor cells. In theory such targeting ligands should specifically deliver the nanoparticle drug to the tumor, increasing drug concentration in the tumor and delivering the drug to its site of action within the tumor tissue. However, the leaky vasculature of tumors combined with a poor lymphatic system allows the passive accumulation, and subsequent retention, of nanosized materials in tumors. Furthermore, a large nanoparticle size may impede tumor penetration. As such, the role of active targeting in nanoparticle delivery is controversial, and it is difficult to predict how a targeted nanoparticle drug will behave in vivo. Here we report in vivo studies for αvß6-specific H2009.1 peptide targeted liposomal doxorubicin, which increased liposomal delivery and toxicity to lung cancer cells in vitro. We systematically varied ligand affinity, ligand density, ligand stability, liposome dosage, and tumor models to assess the role of active targeting of liposomes to αvß6. In direct contrast to the in vitro results, we demonstrate no difference in in vivo targeting or efficacy for H2009.1 tetrameric peptide liposomal doxorubicin, compared to control peptide and no peptide liposomes. Examining liposome accumulation and distribution within the tumor demonstrates that the liposome, and not the H2009.1 peptide, drives tumor accumulation, and that both targeted H2009.1 and untargeted liposomes remain in perivascular regions, with little tumor penetration. Thus H2009.1 targeted liposomes fail to improve drug efficacy because the liposome drug platform prevents the H2009.1 peptide from both actively targeting the tumor and binding to tumor cells throughout the tumor tissue. Therefore, using a high affinity and high specificity ligand targeting an over-expressed tumor biomarker does not guarantee enhanced efficacy of a liposomal drug. These results highlight the complexity of in vivo targeting.


Subject(s)
Biomarkers, Tumor/metabolism , Doxorubicin/analogs & derivatives , Neoplasms/metabolism , Peptides/administration & dosage , Animals , Antigens, Neoplasm/chemistry , Antigens, Neoplasm/genetics , Antigens, Neoplasm/metabolism , Biomarkers, Tumor/genetics , Cell Line, Tumor , Cell Proliferation/drug effects , Disease Models, Animal , Doxorubicin/administration & dosage , Doxorubicin/chemistry , Doxorubicin/pharmacokinetics , Female , Gene Expression , Humans , Integrins/chemistry , Integrins/genetics , Integrins/metabolism , Ligands , Mice , Molecular Targeted Therapy , Neoplasms/diagnosis , Neoplasms/drug therapy , Neoplasms/mortality , Optical Imaging , Peptides/chemistry , Peptides/pharmacokinetics , Polyethylene Glycols/administration & dosage , Polyethylene Glycols/chemistry , Polyethylene Glycols/pharmacokinetics , Tumor Burden/drug effects , Xenograft Model Antitumor Assays
20.
Bioconjug Chem ; 24(1): 85-96, 2013 Jan 16.
Article in English | MEDLINE | ID: mdl-23186007

ABSTRACT

Phage display is commonly used to isolate peptides that bind to a desired cell type. While chemical synthesis of selected peptides often results in ligands with low affinity, a multivalent tetrameric presentation of the peptides dramatically improves affinity. One of the primary uses of these peptides is conjugation to nanoparticle-based therapeutics for specific delivery to target cell types. We set out to optimize the path from phage display peptide selection to peptide presentation on a nanoparticle surface for targeted delivery. Here, we examine the effects of peptide valency, density, and affinity on nanoparticle delivery and therapeutic efficacy, using the α(v)ß(6)-specific H2009.1 peptide as a model phage-selected peptide and liposomal doxorubicin as a model therapeutic nanoparticle. Liposomes displaying the higher affinity multivalent H2009.1 tetrameric peptide demonstrate 5-10-fold higher drug delivery than liposomes displaying the lower affinity monomeric H2009.1 peptide, even when the same number of peptide subunits are displayed on the liposome. Importantly, a 6-fold greater toxicity is observed toward α(v)ß(6)-expressing cells for liposomes displaying tetrameric verses monomeric H2009.1 peptides. Additionally, liposomal targeting and toxicity increase with increasing concentrations of H2009.1 tetrameric peptide on the liposome surface. Thus, both the multivalent peptide and the multivalent liposome scaffold work together to increase targeting to α(v)ß(6)-expressing cells. This multilayered approach to developing high affinity targeted nanoparticles may improve the utility of moderate affinity peptides. As tetramerization is known to increase affinity for a variety of phage-selected peptides, it is anticipated that the tetrameric scaffold may act as a general method for taking peptides from phage display to nanoparticle display.


Subject(s)
Antibiotics, Antineoplastic/administration & dosage , Doxorubicin/administration & dosage , Drug Delivery Systems/methods , Liposomes/chemistry , Peptide Library , Peptides/chemistry , Amino Acid Sequence , Antigens, Neoplasm/metabolism , Cell Line, Tumor , Humans , Integrins/metabolism , Nanoparticles/chemistry , Neoplasms/drug therapy , Neoplasms/metabolism , Peptides/metabolism
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