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1.
Pharm Res ; 39(8): 1681-1700, 2022 Aug.
Article in English | MEDLINE | ID: mdl-35585448

ABSTRACT

The use of physiologically based pharmacokinetic (PBPK) modeling to support the drug product quality attributes, also known as physiologically based biopharmaceutics modeling (PBBM) is an evolving field and the interest in using PBBM is increasing. The US-FDA has emphasized on the use of patient centric quality standards and clinically relevant drug product specifications over the years. Establishing an in vitro in vivo link is an important step towards achieving the goal of patient centric quality standard. Such a link can aid in constructing a bioequivalence safe space and establishing clinically relevant drug product specifications. PBBM is an important tool to construct a safe space which can be used during the drug product development and lifecycle management. There are several advantages of using the PBBM approach, though there are also a few challenges, both with in vitro methods and in vivo understanding of drug absorption and disposition, that preclude using this approach and therefore further improvements are needed. In this review we have provided an overview of experience gained so far and the current perspective from regulatory and industry point of view. Collaboration between scientists from regulatory, industry and academic fields can further help to advance this field and deliver on promises that PBBM can offer towards establishing patient centric quality standards.


Subject(s)
Biopharmaceutics , Models, Biological , Administration, Oral , Drug Development , Humans , Solubility , Therapeutic Equivalency
2.
J Pharm Sci ; 110(2): 567-583, 2021 02.
Article in English | MEDLINE | ID: mdl-32956678

ABSTRACT

This workshop report summarizes the proceedings of Day 1 of a three-day workshop on "Current State and Future Expectations of Translational Modeling Strategies to Support Drug Product Development, Manufacturing Changes and Controls". Physiologically based biopharmaceutics models (PBBM) are tools which enable the drug product quality attributes to be linked to the in vivo performance. These tools rely on key quality inputs in order to provide reliable predictions. After introducing the objectives of the workshop and the expectations from the breakout sessions, Day 1 of the workshop focused on the best practices and challenges in measuring in vitro inputs needed for modeling, such as the drug solubility, the dissolution rate of the drug product, potential precipitation of the drug and drug permeability. This paper reports the podium presentations and summarizes breakout session discussions related to A) the best strategies for determining solubility, supersaturation and critical supersaturation; B) the best strategies for the development of biopredictive (clinically relevant) dissolution methods; C) the challenges associated with describing gastro-intestinal systems parameters such as mucus, liquid volume and motility; and D) the challenges with translating biopharmaceutical measures of drug permeability along the gastrointestinal tract to a meaningful model parameter.


Subject(s)
Models, Biological , Research Report , Administration, Oral , Biopharmaceutics , Drug Development , Intestinal Absorption , Solubility
3.
J Pharm Sci ; 110(2): 555-566, 2021 02.
Article in English | MEDLINE | ID: mdl-32380182

ABSTRACT

The implementation of clinically relevant drug product specifications (CRDPS) depends on establishing a link between in vitro performance and in vivo exposure. The scientific community, including regulatory agencies, relies on biopharmaceutics tools on the in vitro performance side, while to enable the link to in vivo exposure, physiologically based pharmacokinetic (PBPK) modeling offers much promise. However, when it comes to PBPK applications in support of CRDPS, otherwise called physiologically based biopharmaceutics models (PBBM), the tools are not yet at the desired level. Currently, it is not possible to integrate detailed variations in chemistry, manufacturing and controls (CMC) attributes and parameters into these models in a way that can consistently predict their effect on local and systemic drug exposure. Specifically, to achieve the desired level, there is a need to advance the science and policy of PBBM. This manuscript summarizes the proceedings of a three-day workshop where the following themes were discussed: 1) Challenges in the development and implementation of in vitro biopredictive tools needed for successful mechanistic modeling; 2) Best practices in model development, verification and validation; and 3) Appropriate terminology (e.g., PBBM vs. PBPK models for biopharmaceutics applications) and applications of PBBM in support of drug product quality.


Subject(s)
Pharmaceutical Preparations , Research Report , Models, Biological , Motivation , Solubility
4.
Bioorg Med Chem Lett ; 25(17): 3744-7, 2015 Sep 01.
Article in English | MEDLINE | ID: mdl-26159484

ABSTRACT

Biodegradable vehicles that degrade specifically at tumor sites are highly desirable since they can cause selective exposure of highly toxic drugs at tumor sites whereas keep the conjugates stable during blood circulation. Here, we evaluate the utility of a dendritic hexadecapeptide comprised of four arms, each having a tetrapeptide sequence recognized by an enzyme cathepsin B as a carrier system for heat shock protein 90 (HSP90) inhibitor geldanamycin (GDM). We report the synthesis of a carrier having GDM conjugated to the terminal end of each arm (>55% wt/wt drug). We further report the stability of the GDM containing peptidic dendrimer in various buffers and in the presence of serum along with its ability to release free drug in the presence of cathepsin B, the enzyme overexpressed in a variety of tumors. Using androgen-independent prostate cancer cell line (DU-145) we further demonstrate that the geldanamycin containing peptidic dendrimer has antiproliferative property similar to the free drug derivative.


Subject(s)
Benzoquinones/administration & dosage , Cathepsin B/metabolism , Dendrimers/administration & dosage , Drug Carriers/administration & dosage , HSP90 Heat-Shock Proteins/antagonists & inhibitors , Lactams, Macrocyclic/administration & dosage , Peptides/administration & dosage , Peptides/chemistry , Antibiotics, Antineoplastic/administration & dosage , Antibiotics, Antineoplastic/pharmacokinetics , Benzoquinones/pharmacokinetics , Cathepsin B/administration & dosage , Cathepsin B/chemistry , Cell Line, Tumor/drug effects , Dendrimers/chemistry , Drug Carriers/chemistry , Drug Carriers/pharmacokinetics , Drug Stability , Humans , Inhibitory Concentration 50 , Lactams, Macrocyclic/pharmacokinetics , Male , Peptides/pharmacokinetics , Prostatic Neoplasms/drug therapy , Prostatic Neoplasms/pathology
5.
Pharm Res ; 32(1): 196-210, 2015 Jan.
Article in English | MEDLINE | ID: mdl-25092067

ABSTRACT

PURPOSE: An oligonucleotide termed 'T-oligo' having sequence homology with telomere overhang has shown cytotoxicity in multiple cancers. We have demonstrated that T-oligo can induce apoptosis in androgen independent prostate cancer cell line DU-145. In this report, we evaluate the use of star-shaped tetraspermine (SSTS) for delivery of T-oligo. METHODS: SSTS was synthesized from spermine and its intrinsic cytotoxicity towards DU-145 cells was compared with spermine and branched polyethyleneimine (bPEI). Atomistic molecular dynamic (MD) simulations were conducted to understand binding and complexation of spermine and SSTS with T-oligo. Complexation was also determined using gel electrophoresis and SYBR gold assay. Complexes were characterized for size, cellular uptake and antiproliferative effect. RESULTS: SSTS exhibited significantly lower toxicity than spermine and bPEI. Its affinity towards T-oligo was significantly higher than spermine as determined by experimental studies and confirmed by MD simulations and it formed stable complexes (TONPs) with T-oligo. TONPs facilitated cellular uptake and nuclear accumulation of T-oligo and their cytotoxic potential was observed at concentration several folds lower than that required for T-oligo alone. CONCLUSION: SSTS significantly enhanced therapeutic benefits associated with the use of T-oligo and can be developed as a delivery vehicle for its in-vivo therapeutic applications.


Subject(s)
Antineoplastic Agents/pharmacology , Drug Carriers/chemistry , Edetic Acid/analogs & derivatives , Nanoparticles/chemistry , Oligonucleotides/pharmacology , Prostatic Neoplasms , Spermine/analogs & derivatives , Antineoplastic Agents/administration & dosage , Antineoplastic Agents/pharmacokinetics , Cell Culture Techniques , Cell Line, Tumor , Cell Survival/drug effects , Drug Carriers/chemical synthesis , Edetic Acid/chemical synthesis , Edetic Acid/chemistry , Flow Cytometry , Humans , Male , Molecular Conformation , Molecular Dynamics Simulation , Oligonucleotides/administration & dosage , Oligonucleotides/pharmacokinetics , Prostatic Neoplasms/metabolism , Prostatic Neoplasms/pathology , Spermine/chemical synthesis , Spermine/chemistry
6.
Biomacromolecules ; 15(4): 1299-310, 2014 Apr 14.
Article in English | MEDLINE | ID: mdl-24552396

ABSTRACT

Spermines are naturally abundant polyamines that partially condense nucleic acids and exhibit the proton-sponge effect in an acidic environment. However, spermines show a limited efficiency for transfecting nucleic acids because of their low molecular weight. Therefore, spermines need to be modified to be used as nonviral vectors for nucleic acids. Here, we synthesized linear bisspermine as well as a linear and dendritic tetraspermine with different molecular architectures. These oligospermines were self-assembled into polyplexes with siRNA. The structure-activity relationship of the oligospermines was evaluated in terms of their efficiency for delivering siRNA into a nonsmall cell lung carcinoma cell line. Oligospermines displayed minimal cytotoxicity but efficient siRNA condensation and showed better stability against polyanions than polyethylenimine. The morphology of the polyplexes was strongly affected by the oligospermine architecture. Linear tetraspermine/siRNA polyplexes showed the best gene-silencing efficiency among the oligospermines tested at both the mRNA and protein expression levels, indicating the most favorable structure for siRNA delivery.


Subject(s)
Gene Knockdown Techniques , Genetic Vectors , RNA, Small Interfering/administration & dosage , RNA, Small Interfering/chemistry , Spermine/chemistry , Anions/chemistry , Binding, Competitive , Carcinoma, Non-Small-Cell Lung/genetics , Chemistry Techniques, Synthetic , Flow Cytometry , Genetic Vectors/pharmacokinetics , Genetic Vectors/toxicity , Heparin/metabolism , Humans , Lung Neoplasms/genetics , Microscopy, Atomic Force , Microscopy, Electron, Transmission , Molecular Structure , Spermine/chemical synthesis , Spermine/metabolism , Structure-Activity Relationship , Toxicity Tests
7.
ACS Macro Lett ; 3(8): 829-833, 2014 Aug 19.
Article in English | MEDLINE | ID: mdl-35590709

ABSTRACT

A variety of delivery vehicles use spermine as a polycationic component to form complexes with nucleic acids. Thus, we investigated the influence of molecular architecture, amine density, and molecular weight of oligospermines on its binding to nucleic acids. We report the synthesis of mono, bis, and tetraspermines with linear, cyclic, dendritic, and quatrefoil architecture. The effect of molecular weight was more pronounced in linear oligospermines than their cyclic counterparts. Oligospermines with similar amine density but different molecular architectures exhibited different binding profiles. Among all oligospermines evaluated, dendritic tetraspermine exhibited the highest binding affinity. Atomistic molecular dynamics simulations also indicated higher affinity for dendritic tetraspermine to siRNA than its linear counterpart suggesting the importance of spermine geometry in binding to nucleic acids. Importantly, dendritic tetraspermine was less toxic than linear tetraspermine, suggesting its potential in nucleic acid delivery.

8.
Eur J Pharm Sci ; 46(1-2): 86-99, 2012 May 12.
Article in English | MEDLINE | ID: mdl-22387310

ABSTRACT

The apical sodium dependent bile acid transporter (ASBT) and sodium-taurocholate cotransporting polypeptide (NTCP) are potential prodrug targets, but the structural requirements for these transporters are incompletely defined. The objective of this study was to evaluate the effect of C-3 and C-7 substitution on bile acid interaction with these bile acid transporters. Nineteen bile acid analogs were tested against ASBT and NTCP for binding, as well as translocation. Results indicated that ASBT and NTCP accommodated a wide range of substituents for binding, but all major C-7 modifications resulted in analogs that did not demonstrate active uptake by either ASBT or NTCP. A C-3 modification that was not tolerated at C-7 still afforded translocation via ASBT and NTCP, confirming the relative unacceptability of C-7 modification. Both ASBT and NTCP demonstrated a generally similar binding potency. Results suggest that drug conjugation to the C-3 hydroxyl group, rather than C-7, has potential to lead to a successful prodrug targeting ASBT and NTCP.


Subject(s)
Bile Acids and Salts/chemistry , Bile Acids and Salts/pharmacokinetics , Organic Anion Transporters, Sodium-Dependent/metabolism , Quantitative Structure-Activity Relationship , Symporters/metabolism , Biological Transport , Cell Line , Drug Delivery Systems , Humans , Ileum/metabolism , Organic Anion Transporters, Sodium-Dependent/chemistry , Prodrugs/metabolism , Symporters/chemistry , Taurocholic Acid/chemistry , Taurocholic Acid/metabolism
9.
J Pharm Sci ; 101(1): 116-26, 2012 Jan.
Article in English | MEDLINE | ID: mdl-22109685

ABSTRACT

A prodrug approach that employs the human apical sodium dependent bile acid transporter (hASBT) for absorption requires a recognition moiety for hASBT. Bile acids are natural ligands for hASBT, but are hormones with high molecular weight, such that a recognition moiety that is not a bile acid may be advantageous. The objective was to identify nonsteroidal small molecules that could potentially serve as promoieties in the design of prodrugs that target hASBT. Three searches for bile acid analogues were conducted and it involved molecular fingerprints as the computational tools for similarity searching, as well as traditional medicinal chemistry pattern recognition. Sixty-three compounds were tested using a hASBT-Madin-Darby canine kidney cell monolayer model. Twenty-three of these compounds were found to be hASBT inhibitors and represent novel hASBT inhibitors. Three were selected for hASBT uptake studies. Two were substrates, which represent the first reported nonsteroidal substrates of hASBT. Interestingly, each compound lacked a negative charge. These compounds promise to serve as leads to identify hASBT recognition moieties in a prodrug approach to target hASBT to increase drug absorption.


Subject(s)
Carrier Proteins/antagonists & inhibitors , Carrier Proteins/metabolism , Membrane Glycoproteins/antagonists & inhibitors , Membrane Glycoproteins/metabolism , Organic Anion Transporters, Sodium-Dependent/antagonists & inhibitors , Organic Anion Transporters, Sodium-Dependent/metabolism , Prodrugs/pharmacology , Prodrugs/pharmacokinetics , Symporters/antagonists & inhibitors , Symporters/metabolism , Animals , Bile Acids and Salts/metabolism , Cells, Cultured , Dogs , Drug Discovery/methods , Humans , Molecular Weight , Small Molecule Libraries/pharmacokinetics , Small Molecule Libraries/pharmacology
10.
Pharm Res ; 27(11): 2433-45, 2010 Nov.
Article in English | MEDLINE | ID: mdl-20711748

ABSTRACT

PURPOSE: Type of inhibition (e.g. competitive, noncompetitive) is frequently evaluated to understand transporter structure/function relationships, but reliability of nonlinear regression to correctly identify inhibition type has not been assessed. The purpose was to assess the ability of nonlinear regression to correctly identify inhibition type. METHODS: This aim was pursued through three objectives that compared the competitive, noncompetitive, and uncompetitive inhibition models to best fit simulated competitive and noncompetitive data. The first objective involved conventional inhibition data and entailed simulated data for the common situation where substrate concentration was fixed at a single level but inhibitor concentration varied. The second objective involved Dixon-type data where both substrate and inhibitor concentrations varied. A third objective involved nonconventional inhibition data, where substrate concentration was varied and inhibitor was fixed at a single concentration. Experimental data were also examined. RESULTS: Nonlinear regression performed poorly in identifying the correct inhibition model for conventional inhibition data, but performed moderately well for Dixon-type data. Interestingly, nonlinear regression performed well for nonconventional inhibition data, particularly at higher inhibitor concentrations. Experimental data support simulation findings. CONCLUSIONS: Conventional inhibition data is a poor basis to determine inhibition type, while Dixon-type data affords modest success. Nonconventional inhibition data merits further consideration.


Subject(s)
Models, Theoretical , Reproducibility of Results
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