Effects of Magnesium, Calcium, and Aluminum Chelation on Fluoroquinolone Absorption Rate and Bioavailability: a Computational Study
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pharmaceutics Article Effects of Magnesium, Calcium, and Aluminum Chelation on Fluoroquinolone Absorption Rate and Bioavailability: A Computational Study Daniel M. Walden, Maksim Khotimchenko , Hypatia Hou, Kaushik Chakravarty and Jyotika Varshney * VeriSIM Life, San Francisco, CA 94104, USA; [email protected] (D.M.W.); [email protected] (M.K.); [email protected] (H.H.); [email protected] (K.C.) * Correspondence: [email protected] Abstract: Fluoroquinolones (FQs) are a widespread class of broad-spectrum antibiotics prescribed as a first line of defense, and, in some cases, as the only treatment against bacterial infection. However, when administered orally, reduced absorption and bioavailability can occur due to chelation in the gastrointestinal tract (GIT) with multivalent metal cations acquired from diet, coadministered com- pounds (sucralfate, didanosine), or drug formulation. Predicting the extent to which this interaction reduces in vivo antibiotic absorption and systemic exposure remains desirable yet challenging. In this study, we focus on quinolone interactions with magnesium, calcium and aluminum as found in Citation: Walden, D.M.; dietary supplements, antacids (Maalox) orally administered therapies (sucralfate, didanosine). The Khotimchenko, M.; Hou, H.; effect of FQ–metal complexation on absorption rate was investigated through a combined molecular Chakravarty, K.; Varshney, J. Effects and pharmacokinetic (PK) modeling study. Quantum mechanical calculations elucidated FQ–metal of Magnesium, Calcium, and binding energies, which were leveraged to predict the magnitude of reduced bioavailability via a Aluminum Chelation on quantitative structure–property relationship (QSPR). This work will help inform clinical FQ formula- Fluoroquinolone Absorption Rate tion design, alert to possible dietary effects, and shed light on drug–drug interactions resulting from and Bioavailability: A Computational Study. Pharmaceutics 2021, 13, 594. coadministration at an earlier stage in the drug development pipeline. https://doi.org/10.3390/ pharmaceutics13050594 Keywords: fluoroquinolones; antibiotics; antacids; multivalent metals; pharmacokinetics; bioavail- ability; oral absorption; molecular modeling Academic Editors: Isabel Gonzalez-Alvarez and Peter Langguth 1. Introduction Received: 31 March 2021 Quinolones comprise a widely prescribed class of antibiotics against both Gram- Accepted: 16 April 2021 negative and Gram-positive bacterial infections. In 2018, ciprofloxacin alone was pre- Published: 21 April 2021 scribed over 6.7 million times in the United States, representing the 109th most prescribed medication in the country [1]. Significant attention to quinolone development followed the Publisher’s Note: MDPI stays neutral discovery of the antibacterial properties of nalidixic acid, itself a by-product of chloroquine with regard to jurisdictional claims in synthesis. As the spearheading member of the first-generation quinolones, nalidixic acid published maps and institutional affil- was approved to treat Gram-negative (primarily Escherichia coli) urinary tract infections iations. (UTIs) and began clinical applications in 1967, yet ultimately saw limited use due to its narrow spectrum and high dosage requirements for efficacy [2]. Over the last five decades, quinolone development and structure–activity relationships have focused on expanding the antimicrobial spectrum and overall activity while also improving compound pharma- Copyright: © 2021 by the authors. cokinetics (PK) and reducing both toxicity and drug interactions [3,4]. Nalidixic acid, while Licensee MDPI, Basel, Switzerland. technically a 1,8-naphthyridine derivative, exhibits the defining core 4-quinolone bicyclic This article is an open access article ring system shared by quinolone therapeutic compounds (Figure1). Critical substituents distributed under the terms and for high potency are hydrogen substitution at position-2, a carboxylic acid at position-3, conditions of the Creative Commons Attribution (CC BY) license (https:// and a ketone at position-4 [5,6]. Fluorine substitution at C6 was identified as key to in- creativecommons.org/licenses/by/ creased antibacterial potency and tissue penetration [7]. The C6 fluorine substitution to the 4.0/). initial quinolone scaffold is now recognized as a critical pharmacophoric component, and Pharmaceutics 2021, 13, 594. https://doi.org/10.3390/pharmaceutics13050594 https://www.mdpi.com/journal/pharmaceutics PharmaceuticsPharmaceutics 20212021,, 1313,, 594x 22 of of 1416 key to increased antibacterial potency and tissue penetration [7]. The C6 fluorine substi- tution to the initial quinolone scaffold is now recognized as a critical pharmacophoric thiscomponent, subclass, and termed this subclass, fluoroquinolones termed fluoro (FQs),quinolones comprise most (FQs), contemporary comprise most quinolones contempo- in developmentrary quinolones and in with development clinical applications. and with clinical applications. Figure 1. 1. SharedShared core core scaffold scaffold of quinolone of quinolone antibact antibacterialerial compounds. compounds. X = N indicates X = N indicates1,8-naphthy- 1,8- naphthyridine,ridine, X = C defines X = C quinolones. defines quinolones. R6 = F defines R6 = Ffluoroquinolones. defines fluoroquinolones. Reduction inin oraloral bioavailabilitybioavailability due due to to chelation chelation between between FQs FQs and and multivalent multivalent metals met- isals a is well-established a well-established phenomenon phenomenon with with numerous numerous studies studies disclosing disclosing disruptive disruptive interactions inter- betweenactions between quinolones quinolones and metal and cationsmetal cations [8]. Nix [8]. et Nix al. studiedet al. studied the effect the effect of aluminum of aluminum and magnesiumand magnesium from from Maalox Maalox antacid antacid on ciprofloxacin on ciprofloxacin PK. The PK. maximum The maximum plasma plasma concentration concen- (trationCmax) and(Cmax area) and under area theunder plasma the plasma concentration-versus-time concentration-versus-time curve (AUC) curve of(AUC) single of 750 single mg ciprofloxacin750 mg ciprofloxacin dose were dose each were reduced each reduced by 85% relative by 85% to relative ciprofloxacin to ciprofloxacin alone (control) alone when(con- administeredtrol) when administered 5–10 min after 5–10 Maalox min after ingestion Maalox [ingestion9]. Nix et [9]. al. Nix investigated et al. investigated the effect the of sucralfateeffect of sucralfate pretreatment pretreatment at time intervalsat time interv of 6als and of 2 6 h and prior 2 h to prior a single to a single ciprofloxacin ciprofloxacin dose withdose reductionswith reductions in Cmax inand Cmax AUC and ofAUC 30% of relative 30% relative to ciprofloxacin to ciprofloxacin alone [9 alone]. Coadministra- [9]. Coad- tionministration of ciprofloxacin of ciprofloxacin and sucralfate and sucralfate was subsequently was subsequently studied studied by Garrelts by Garrelts et al., finding et al., reductionsfinding reductions in Cmax andin Cmax AUC and of AUC 90% of and 90% 87%, and respectively, 87%, respectively, versus controlversus control [10]. Sahai [10]. et Sa- al. probedhai et al. the probed effects the of magnesiumeffects of magnesium and aluminum and aluminum found in didanosinefound in didanosine on ciprofloxacin on ciprof- PK highlighting significant reductions in both mean C (94%) and AUC (98%) seen versus loxacin PK highlighting significant reductions in bothmax mean Cmax (94%) and AUC (98%) controlseen versus [11]. control Aluminum [11]. has Aluminum emerged has as particularly emerged as important particularly among important product among component prod- saltsuct component as aluminum salts has as been aluminum observed has to been modulate observed quinolone to modulate PK to a higherquinolone degree PK thanto a otherhigher metals. degree For than example, other metals. Sahai etFor al. example, investigated Sahai the et effectsal. investigated of calcium the carbonate effects of from cal- supplements on ciprofloxacin bioavailability [12]. While both Cmax and AUC were reduced cium carbonate from supplements on ciprofloxacin bioavailability [12]. While both Cmax byand about AUC 40%, were the reduced comparatively by about smaller40%, the influence comparatively on bioavailability smaller influence is apparent. on bioavaila- A num- ber of studies disclose the effects of magnesium, aluminum, and calcium on the PK of bility is apparent. A number of studies disclose the effects of magnesium, aluminum, and other fluoroquinolones, including levofloxacin [13,14], enoxacin [15], lomefloxacin [16], calcium on the PK of other fluoroquinolones, including levofloxacin [13,14], enoxacin [15], pefloxacin [17], rufloxacin [18], norfloxacin [19–22], ofloxacin [20,23], and fleroxacin [24]. lomefloxacin [16], pefloxacin [17], rufloxacin [18], norfloxacin [19–22], ofloxacin [20,23], Sources of these multivalent metals are diverse and quite abundant and can origi- and fleroxacin [24]. nate from diet or from drug products. The case of significant reduction in drug systemic Sources of these multivalent metals are diverse and quite abundant and can originate concentration in going from the fasted to fed state represents a negative food effect [25]. from diet or from drug products. The case of significant reduction in drug systemic con- Multivalent metals are found in antacids containing calcium, magnesium, and aluminum centration in going from the fasted to