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1.
Annu Rev Pharmacol Toxicol ; 58: 37-64, 2018 01 06.
Article in English | MEDLINE | ID: mdl-29309256

ABSTRACT

Physiologically based pharmacokinetic (PBPK) modeling and simulation approaches are beginning to be integrated into drug development and approval processes because they enable key pharmacokinetic (PK) parameters to be predicted from in vitro data. However, these approaches are hampered by many limitations, including an inability to incorporate organ-specific differentials in drug clearance, distribution, and absorption that result from differences in cell uptake, transport, and metabolism. Moreover, such approaches are generally unable to provide insight into pharmacodynamic (PD) parameters. Recent development of microfluidic Organ-on-a-Chip (Organ Chip) cell culture devices that recapitulate tissue-tissue interfaces, vascular perfusion, and organ-level functionality offer the ability to overcome these limitations when multiple Organ Chips are linked via their endothelium-lined vascular channels. Here, we discuss successes and challenges in the use of existing culture models and vascularized Organ Chips for PBPK and PD modeling of human drug responses, as well as in vitro to in vivo extrapolation (IVIVE) of these results, and how these approaches might advance drug development and regulatory review processes in the future.


Subject(s)
Drug Development/methods , Pharmaceutical Preparations/chemistry , Pharmaceutical Preparations/metabolism , Animals , Cell Culture Techniques/methods , Computer Simulation , Drug Approval/methods , Humans , Lab-On-A-Chip Devices , Models, Biological , Pharmacokinetics
2.
Drug Deliv Transl Res ; 12(1): 197-212, 2022 01.
Article in English | MEDLINE | ID: mdl-33432519

ABSTRACT

Psoriasis and atopic dermatitis (eczema) are both common immune-mediated inflammatory skin diseases associated with changes in skin's stratum corneum lipid structure and barrier functionality. The present study aimed to investigate healthy, eczematous, and psoriatic excised human tissue for the effect of non-infectious skin diseases on skin characteristics (surface color, pH, transepidermal water loss, electrical resistance, and histology), as well as on permeation and retention profile of hydrocortisone. Further, differences in percutaneous absorption on application of iontophoresis on healthy and diseased skin were also investigated. Measurements of transepidermal water loss and electrical resistance showed a significant difference in psoriasis skin samples indicating a damaged barrier function. In vitro permeation studies on full-thickness human skin using vertical diffusion cells further confirmed these results as the drug amount retained in the psoriatic tissue was significantly higher when compared with the other groups. Despite no significant difference, the presence of the drug in the receptor chamber in both diseased groups can be concerning as it suggests the increased possibility of systemic absorption and adverse reactions associated with it in the use of topical corticosteroids. Application of anodal iontophoresis resulted in greater distribution of hydrocortisone into deeper layers of skin and the receptor chamber, in comparison to passive permeation. However, no significant differences were observed due to the healthy or diseased condition of skin.


Subject(s)
Eczema , Hydrocortisone , Administration, Cutaneous , Humans , Iontophoresis/methods , Skin
3.
Eur J Pharm Sci ; 167: 105924, 2021 Dec 01.
Article in English | MEDLINE | ID: mdl-34289340

ABSTRACT

The delivery of therapeutic drugs through the skin is a promising alternative to oral or parenteral delivery routes because dermal drug delivery systems (D3Ss) offer unique advantages, such as controlled drug release over sustained periods and a significant reduction in first-pass effects, thus reducing the required dosing frequency and the level of patient noncompliance. Furthermore, D3Ss find applications in multiple therapeutic areas, including drug repurposing. This article presents an integrated biophysical model of dermal absorption for simulating the permeation and absorption of compounds delivered transdermally. The biophysical model is physiologically/biologically inspired and combines a holistic model of healthy skin with whole-body physiology-based pharmacokinetics through the dermis microcirculation. The model also includes the effects of chemical penetration enhancers and hair follicles on transdermal transport. The model-predicted permeation and pharmacokinetics of select compounds were validated using in vivo data reported in the literature. We conjecture that the integrated model can be used to gather insights into the permeation and systemic absorption of transdermal formulations (including cosmetic products) released from novel depots and to optimize delivery systems. Furthermore, the model can be extended to diseased skin with parametrization and structural adjustments specific to skin diseases.


Subject(s)
Skin Absorption , Skin , Administration, Cutaneous , Drug Delivery Systems , Drug Liberation , Humans , Skin/metabolism
4.
Nat Biomed Eng ; 4(4): 421-436, 2020 04.
Article in English | MEDLINE | ID: mdl-31988459

ABSTRACT

Analyses of drug pharmacokinetics (PKs) and pharmacodynamics (PDs) performed in animals are often not predictive of drug PKs and PDs in humans, and in vitro PK and PD modelling does not provide quantitative PK parameters. Here, we show that physiological PK modelling of first-pass drug absorption, metabolism and excretion in humans-using computationally scaled data from multiple fluidically linked two-channel organ chips-predicts PK parameters for orally administered nicotine (using gut, liver and kidney chips) and for intravenously injected cisplatin (using coupled bone marrow, liver and kidney chips). The chips are linked through sequential robotic liquid transfers of a common blood substitute by their endothelium-lined channels (as reported by Novak et al. in an associated Article) and share an arteriovenous fluid-mixing reservoir. We also show that predictions of cisplatin PDs match previously reported patient data. The quantitative in-vitro-to-in-vivo translation of PK and PD parameters and the prediction of drug absorption, distribution, metabolism, excretion and toxicity through fluidically coupled organ chips may improve the design of drug-administration regimens for phase-I clinical trials.


Subject(s)
Lab-On-A-Chip Devices , Microfluidics/methods , Pharmaceutical Preparations , Pharmacokinetics , Animals , Cisplatin/pharmacokinetics , Drug Design , Humans , In Vitro Techniques , Liver/metabolism , Microfluidics/instrumentation , Models, Biological , Nicotine/pharmacokinetics , Pharmaceutical Preparations/administration & dosage , Pharmaceutical Preparations/metabolism
5.
Nat Biomed Eng ; 4(4): 407-420, 2020 04.
Article in English | MEDLINE | ID: mdl-31988458

ABSTRACT

Organ chips can recapitulate organ-level (patho)physiology, yet pharmacokinetic and pharmacodynamic analyses require multi-organ systems linked by vascular perfusion. Here, we describe an 'interrogator' that employs liquid-handling robotics, custom software and an integrated mobile microscope for the automated culture, perfusion, medium addition, fluidic linking, sample collection and in situ microscopy imaging of up to ten organ chips inside a standard tissue-culture incubator. The robotic interrogator maintained the viability and organ-specific functions of eight vascularized, two-channel organ chips (intestine, liver, kidney, heart, lung, skin, blood-brain barrier and brain) for 3 weeks in culture when intermittently fluidically coupled via a common blood substitute through their reservoirs of medium and endothelium-lined vascular channels. We used the robotic interrogator and a physiological multicompartmental reduced-order model of the experimental system to quantitatively predict the distribution of an inulin tracer perfused through the multi-organ human-body-on-chips. The automated culture system enables the imaging of cells in the organ chips and the repeated sampling of both the vascular and interstitial compartments without compromising fluidic coupling.


Subject(s)
Cell Culture Techniques/methods , Lab-On-A-Chip Devices , Microfluidics/methods , Robotics/methods , Blood-Brain Barrier , Brain , Calibration , Cell Culture Techniques/instrumentation , Equipment Design , Heart , Humans , Intestines , Kidney , Liver , Lung , Robotics/instrumentation , Skin
6.
J Biomech ; 41(10): 2176-87, 2008 Jul 19.
Article in English | MEDLINE | ID: mdl-18550067

ABSTRACT

Effective drug delivery for many neurodegenerative diseases or tumors of the central nervous system is challenging. Targeted invasive delivery of large macromolecules such as trophic factors to desired locations inside the brain is difficult due to anisotropy and heterogeneity of the brain tissue. Despite much experimental research, prediction of bio-transport phenomena inside the brain remains unreliable. This article proposes a rigorous computational approach for accurately predicting the fate of infused therapeutic agents inside the brain. Geometric and physiological properties of anisotropic and heterogeneous brain tissue affecting drug transport are accounted for by in-vivo diffusion tensor magnetic resonance imaging data. The three-dimensional brain anatomy is reconstructed accurately from subject-specific medical images. Tissue anisotropy and heterogeneity are quantified with the help of diffusion tensor imaging (DTI). Rigorous first principles physical transport phenomena are applied to predict the fate of a high molecular weight trophic factor infused into the midbrain. Computer prediction of drug distribution in humans accounting for heterogeneous and anisotropic brain tissue properties have not been adequately researched in open literature before.


Subject(s)
Anisotropy , Biological Transport/physiology , Brain/drug effects , Brain/metabolism , Adult , Algorithms , Brain/anatomy & histology , Calibration , Computational Biology/methods , Diffusion , Drug Delivery Systems , Humans , Image Processing, Computer-Assisted/methods , Kinetics , Models, Biological , Models, Theoretical , Software
7.
Curr Neuropharmacol ; 16(4): 484-504, 2018.
Article in English | MEDLINE | ID: mdl-28847295

ABSTRACT

Traumatic brain injury (TBI) is a major healthcare problem that affects millions of people worldwide. Despite advances in understanding and developing preventative and treatment strategies using preclinical animal models, clinical trials to date have failed, and a 'magic bullet' for effectively treating TBI-induced damage does not exist. Thus, novel pharmacological strategies to effectively manipulate the complex and heterogeneous pathophysiology of secondary injury mechanisms are needed. Given that goal, this paper discusses the relevance and advantages of combination therapies (COMTs) for 'multi-target manipulation' of the secondary injury cascade by administering multiple drugs to achieve an optimal therapeutic window of opportunity (e.g., temporally broad window) and compares these regimens to monotherapies that manipulate a single target with a single drug at a given time. Furthermore, we posit that integrated mechanistic multiscale models that combine primary injury biomechanics, secondary injury mechanobiology/neurobiology, physiology, pharmacology and mathematical programming techniques could account for vast differences in the biological space and time scales and help to accelerate drug development, to optimize pharmacological COMT protocols and to improve treatment outcomes.


Subject(s)
Brain Injuries, Traumatic/drug therapy , Brain Injuries, Traumatic/physiopathology , Animals , Drug Design , Drug Therapy, Combination , Humans
8.
IEEE Trans Biomed Eng ; 54(2): 291-302, 2007 Feb.
Article in English | MEDLINE | ID: mdl-17278586

ABSTRACT

Advances in magnetic resonance (MR) imaging techniques enable the accurate measurements of cerebrospinal fluid (CSF) flow in the human brain. In addition, image reconstruction tools facilitate the collection of patient-specific brain geometry data such as the exact dimensions of the ventricular and subarachnoidal spaces (SAS) as well as the computer-aided reconstruction of the CSF-filled spaces. The solution of the conservation of CSF mass and momentum balances over a finite computational mesh obtained from the MR images predict the patients' CSF flow and pressure field. Advanced image reconstruction tools used in conjunction with first principles of fluid mechanics allow an accurate verification of the CSF flow patters for individual patients. This paper presents a detailed analysis of pulsatile CSF flow and pressure dynamics in a normal and hydrocephalic patient. Experimental CSF flow measurements and computational results of flow and pressure fields in the ventricular system, the SAS and brain parenchyma are presented. The pulsating CSF motion is explored in normal and pathological conditions of communicating hydrocephalus. This paper predicts small transmantle pressure differences between lateral ventricles and SASs (approximately 10 Pa). The transmantle pressure between ventricles and SAS remains small even in the hydrocephalic patient (approximately 30 Pa), but the ICP pulsatility increases by a factor of four. The computational fluid dynamics (CFD) results of the predicted CSF flow velocities are in good agreement with Cine MRI measurements. Differences between the predicted and observed CSF flow velocities in the prepontine area point towards complex brain-CSF interactions. The paper presents the complete computational model to predict the pulsatile CSF flow in the cranial cavity.


Subject(s)
Cerebral Ventricles/physiopathology , Cerebrospinal Fluid Pressure , Hydrocephalus/physiopathology , Image Interpretation, Computer-Assisted/methods , Magnetic Resonance Imaging/methods , Manometry/methods , Pulsatile Flow , Adult , Cerebrospinal Fluid , Humans , Hydrocephalus/diagnosis , Middle Aged , Rheology/methods
9.
Curr Pharm Biotechnol ; 17(6): 495-512, 2016.
Article in English | MEDLINE | ID: mdl-26517332

ABSTRACT

Neurodegenerative diseases (NDs) caused by the progressive degeneration of brain neurons affect millions of people worldwide and pose significant public health challenges. Despite therapeutic advances in the treatment of these diseases, drug delivery to desired brain targets is difficult due to the intrinsic resistance of the blood-brain barrier (BBB). Many research groups are investigating novel strategies of transporting drug molecules across this barrier. Convection-enhanced delivery (CED) is a neurosurgical administration technique that has been recognized as an effective means of bypassing the BBB to deliver drugs to their clinical targets in pharmacologically relevant quantities. Currently, the drugs and devices being used in CED therapy remain at an investigational stage and have not been approved for use in actual treatment. This article provides a brief introduction of the etiologies of NDs, technical insights into CED and perspectives on the development and regulation of therapeutic products for the CED-based therapy of NDs.


Subject(s)
Convection , Drug Delivery Systems , Neurodegenerative Diseases/drug therapy , Animals , Brain/metabolism , Humans
10.
Front Neurol ; 7: 2, 2016.
Article in English | MEDLINE | ID: mdl-26834697

ABSTRACT

Blast wave-induced traumatic brain injury (TBI) is one of the most common injuries to military personnel. Brain tissue compression/tension due to blast-induced cranial deformations and shear waves due to head rotation may generate diffuse micro-damage to neuro-axonal structures and trigger a cascade of neurobiological events culminating in cognitive and neurodegenerative disorders. Although diffuse axonal injury is regarded as a signature wound of mild TBI (mTBI), blast loads may also cause synaptic injury wherein neuronal synapses are stretched and sheared. This synaptic injury may result in temporary disconnect of the neural circuitry and transient loss in neuronal communication. We hypothesize that mTBI symptoms such as loss of consciousness or dizziness, which start immediately after the insult, could be attributed to synaptic injury. Although empirical evidence is beginning to emerge; the detailed mechanisms underlying synaptic injury are still elusive. Coordinated in vitro-in vivo experiments and mathematical modeling studies can shed light into the synaptic injury mechanisms and their role in the potentiation of mTBI symptoms.

11.
Clin Pharmacokinet ; 55(10): 1179-1190, 2016 10.
Article in English | MEDLINE | ID: mdl-27349905

ABSTRACT

Chronic neuropsychiatric disorders and diabetes mellitus affect millions of patients and require long-term supervision and expensive medical care. Although repeated drug administration can help manage these diseases, relapses and re-hospitalization owing to patient non-adherence and reduced therapeutic efficacy remain challenging. In response, long-acting injectables, which provide sustained drug release over longer periods at concentrations close to therapeutic ranges, have been proposed. Recent advancements include polymeric long-acting injectables (pLAIs), in which the active pharmaceutical ingredient (API) is encapsulated within U.S. Food and Drug Administration (FDA)-approved biocompatible polymers, such as poly(lactic-co-glycolic acid), or PLGA. Despite significant progress and development in the global pLAI market, FDA guidance for the approval of complex drug products, such as generic pLAIs, is not clearly defined. Although in vitro to in vivo correlation (IVIVC) can facilitate the identification of critical quality attributes (CQAs), drug formulations, and in vitro test platforms for evaluating drug performance in vivo, the application of IVIVC in order to shortlist time- and resource-intensive clinical trials for generic pLAIs has not been reported. Here, we propose a new Level A Type IVIVC that directly correlates the in vitro outcomes, such as drug dissolution, of candidate generic formulations with the clinical characteristics, such as drug absorption, of a reference listed drug (RLD), to help identify the specific generic pLAI formulations with clinical absorptions that are likely to be similar to that of the RLD, thereby reducing the number of clinical trials required for evaluation of clinical bioequivalence (BE). Therefore, the scope of the proposed method is intended only for the rational design of clinical trials, i.e., to shortlist the specific pLAI generic formulations for clinical BE evaluation, and not necessarily to analyze drug performances (i.e., drug safety and effectiveness) in the shortlisted clinical trials or post-approval. Once validated, this method will be of great value to developers of generic pLAIs and regulatory bodies to accelerate their approval of these generic pLAIs.


Subject(s)
Chemistry, Pharmaceutical/methods , Drug Approval/methods , Drugs, Generic/pharmacokinetics , In Vitro Techniques/methods , Injections/methods , Polymers/pharmacokinetics , Delayed-Action Preparations , Drug Liberation , Humans , Therapeutic Equivalency , United States , United States Food and Drug Administration
14.
J Theor Biol ; 250(1): 125-38, 2008 Jan 07.
Article in English | MEDLINE | ID: mdl-17950757

ABSTRACT

The treatment for many neurodegenerative diseases of the central nervous system (CNS) involves the delivery of large molecular weight drugs to the brain. The blood brain barrier, however, prevents many therapeutic molecules from entering the CNS. Despite much effort in studying drug dispersion with animal models, accurate drug targeting in humans remains a challenge. This article proposes an engineering approach for the systematic design of targeted drug delivery into the human brain. The proposed method predicts achievable volumes of distribution for therapeutic agents based on first principles transport and chemical kinetics models as well as accurate reconstruction of the brain geometry from patient-specific diffusion tensor magnetic resonance imaging. The predictive capabilities of the methodology will be demonstrated for invasive intraparenchymal drug administration. A systematic procedure to determine the optimal infusion and catheter design parameters to maximize penetration depth and volumes of distribution in the target area will be discussed. The computational results are validated with agarose gel phantom experiments. The methodology integrates interdisciplinary expertise from medical imaging and engineering. This approach will allow physicians and scientists to design and optimize drug administration in a systematic fashion.


Subject(s)
Brain/metabolism , Drug Delivery Systems/methods , Models, Neurological , Blood-Brain Barrier , Brain Mapping/methods , Coloring Agents/pharmacokinetics , Convection , Diffusion Magnetic Resonance Imaging/methods , Drug Delivery Systems/instrumentation , Equipment Design , Humans , Infusions, Parenteral/instrumentation , Porosity , Rheology , Trypan Blue/pharmacokinetics
15.
IEEE Trans Biomed Eng ; 55(9): 2303-13, 2008 Sep.
Article in English | MEDLINE | ID: mdl-18713700

ABSTRACT

Several treatment modalities for neurodegenerative diseases or tumors of the central nervous system involve invasive delivery of large molecular weight drugs to the brain. Despite the ample record of experimental studies, accurate drug targeting for the human brain remains a challenge. This paper proposes a systematic design method of administering drugs to specific locations in the human brain based on first principles transport in porous media. The proposed mathematical framework predicts achievable treatment volumes in target regions as a function of brain anatomy and infusion catheter position. A systematic procedure to determine the optimal infusion and catheter design parameters that maximize the penetration depth and volumes of distribution will be discussed. The computer simulations are validated with agarose gel phantom experiments and rat data. The rigorous computational approach will allow physicians and scientists to better plan the administration of therapeutic drugs to the central nervous system.


Subject(s)
Brain/metabolism , Drug Therapy, Computer-Assisted/methods , Macromolecular Substances/administration & dosage , Macromolecular Substances/pharmacokinetics , Models, Neurological , Pharmaceutical Preparations/administration & dosage , Pharmacokinetics , Animals , Brain/drug effects , Brain Chemistry , Computer Simulation , Macromolecular Substances/chemistry , Models, Chemical , Pharmaceutical Preparations/chemistry , Porosity , Rats
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