Quantitative Systems Pharmacology Model of NO Metabolome and Methemoglobin Following Long-Term Infusion of Sodium Nitrite in Humans

K Vega-Villa, R Pluta, R Lonser, S Woo, K Vega-Villa, R Pluta, R Lonser, S Woo

Abstract

A long-term sodium nitrite infusion is intended for the treatment of vascular disorders. Phase I data demonstrated a significant nonlinear dose-exposure-toxicity relationship within the therapeutic dosage range. This study aims to develop a quantitative systems pharmacology model characterizing nitric oxide (NO) metabolome and methemoglobin after sodium nitrite infusion. Nitrite, nitrate, and methemoglobin concentration-time profiles in plasma and RBC were used for model development. Following intravenous sodium nitrite administration, nitrite undergoes conversion in RBC and tissue. Nitrite sequestered by RBC interacts more extensively with deoxyhemoglobin, which contributes greatly to methemoglobin formation. Methemoglobin is formed less-than-proportionally at higher nitrite doses as characterized with facilitated methemoglobin removal. Nitrate-to-nitrite reduction occurs in tissue and via entero-salivary recirculation. The less-than-proportional increase in nitrite and nitrate exposure at higher nitrite doses is modeled with a dose-dependent increase in clearance. The model provides direct insight into NO metabolome disposition and is valuable for nitrite dosing selection in clinical trials.CPT: Pharmacometrics & Systems Pharmacology (2013) 2, e60; doi:10.1038/psp.2013.35; published online 31 July 2013.

Figures

Figure 1
Figure 1
Nitrite–hemoglobin interactions in RBC.
Figure 2
Figure 2
Observed and model-predicted concentration–time profiles for nitrite and nitrate in plasma and RBC and methemoglobin after administration of maximal-tolerated dose (266.9 μg/h/kg) for 48 h.
Figure 3
Figure 3
The quantitative systems pharmacology model of nitric oxide metabolome and methemoglobin. Dotted arrows and open boxes indicate stimulation process. Shaded compartments represent variables that were experimentally measured and open compartments represent variables with no measurements.
Figure 4
Figure 4
Observed and model predicted concentration–time profiles for plasma nitrate (a) and nitrite (b) in a subject with evidence of the entero-salivary circulation.
Figure 5
Figure 5
Goodness of fit plots for population and individual predictions including observed vs. population-predicted (a) and individual-predicted concentrations (b); and individual weighted residuals vs. individual predicted concentrations (c), or time (d). Solid lines represent the line of unity.
https://www.ncbi.nlm.nih.gov/pmc/articles/instance/3731826/bin/psp201335i1.jpg

References

    1. Gilchrist M., Shore A.C., Benjamin N. Inorganic nitrate and nitrite and control of blood pressure. Cardiovascular Research. 2010;89:492–498.
    1. Dejam A., et al. Erythrocytes are the major intravascular storage sites of nitrite in human blood. Blood. 2005;106:734–739.
    1. Gladwin M.T., et al. Nitrite as a vascular endocrine nitric oxide reservoir that contributes to hypoxic signaling, cytoprotection, and vasodilation. Am. J. Physiol. Heart Circ. Physiol. 2006;291:H2026–H2035.
    1. Rayner B.S., Hua S., Sabaretnam T., Witting P.K. Nitric oxide stimulates myoglobin gene and protein expression in vascular smooth muscle. Biochem. J. 2009;423:169–177.
    1. Wagner D.A., Schultz D.S., Deen W.M., Young V.R., Tannenbaum S.R. Metabolic fate of an oral dose of 15N-labeled nitrate in humans: effect of diet supplementation with ascorbic acid. Cancer Res. 1983;43:1921–1925.
    1. Kosmicki M.A. Long-term use of short- and long-acting nitrates in stable angina pectoris. Curr. Clin. Pharmacol. 2009;4:132–141.
    1. Omar S.A., Artime E., Webb A.J. A comparison of organic and inorganic nitrates/nitrites. Nitric Oxide. 2012;26:229–240.
    1. Dejam A., et al. Nitrite infusion in humans and nonhuman primates: endocrine effects, pharmacokinetics, and tolerance formation. Circulation. 2007;116:1821–1831.
    1. Hon Y.Y., Sun H., Dejam A., Gladwin M.T. Characterization of erythrocytic uptake and release and disposition pathways of nitrite, nitrate, methemoglobin, and iron-nitrosyl hemoglobin in the human circulation. Drug Metab. Dispos. 2010;38:1707–1713.
    1. Vitturi D.A., Teng X., Toledo J.C., Matalon S., Lancaster J.R., Jr, Patel R.P. Regulation of nitrite transport in red blood cells by hemoglobin oxygen fractional saturation. Am. J. Physiol. Heart Circ. Physiol. 2009;296:H1398–H1407.
    1. Vitturi D.A., Patel R.P. Current perspectives and challenges in understanding the role of nitrite as an integral player in nitric oxide biology and therapy. Free Radic. Biol. Med. 2011;51:805–812.
    1. Pluta R.M., et al. Safety and feasibility of long-term intravenous sodium nitrite infusion in healthy volunteers. PLoS ONE. 2011;6:e14504.
    1. Godfrey M., Majid D.S. Renal handling of circulating nitrates in anesthetized dogs. Am. J. Physiol. 1998;275:F68–F73.
    1. Gardner P.R. Nitric oxide dioxygenase function and mechanism of flavohemoglobin, hemoglobin, myoglobin and their associated reductases. J. Inorg. Biochem. 2005;99:247–266.
    1. Lundberg J.O., Weitzberg E., Gladwin M.T. The nitrate–nitrite–nitric oxide pathway in physiology and therapeutics. Nature Reviews Drug Discovery. 2008;7:156–167.
    1. Jansson E.Å., et al. A mammalian functional nitrate reductase that regulates nitrite and nitric oxide homeostasis. Nature Chemical Biology. 2008;4:411–417.
    1. Grubina R., et al. Concerted nitric oxide formation and release from the simultaneous reactions of nitrite with deoxy- and oxyhemoglobin. J. Biol. Chem. 2007;282:12916–12927.
    1. Azarov I., Huang K.T., Basu S., Gladwin M.T., Hogg N., Kim-Shapiro D.B. Nitric oxide scavenging by red blood cells as a function of hematocrit and oxygenation. J. Biol. Chem. 2005;280:39024–39032.
    1. Gladwin M.T., Grubina R., Doyle M.P. The new chemical biology of nitrite reactions with hemoglobin: R-state catalysis, oxidative denitrosylation, and nitrite reductase/anhydrase. Acc. Chem. Res. 2009;42:157–167.
    1. Percy M.J., McFerran N.V., Lappin T.R. Disorders of oxidised haemoglobin. Blood Rev. 2005;19:61–68.
    1. Dayneka N.L., Garg V., Jusko W.J. Comparison of four basic models of indirect pharmacodynamic responses. J. Pharmacokinet. Biopharm. 1993;21:457–478.
    1. Sharma A., Jusko W.J. Characterization of four basic models of indirect pharmacodynamic responses. J. Pharmacokinet. Biopharm. 1996;24:611–635.
    1. Yao Z., Krzyzanski W., Jusko W.J. Assessment of basic indirect pharmacodynamic response models with physiological limits. J. Pharmacokinet. Pharmacodyn. 2006;33:167–193.
    1. Green L.C., et al. Nitrate biosynthesis in man. Proc. Natl. Acad. Sci. U.S.A. 1981;78:7764–7768.
    1. Petersson J., et al. Gastroprotective and blood pressure lowering effects of dietary nitrate are abolished by an antiseptic mouthwash. Free Radic. Biol. Med. 2009;46:1068–1075.
    1. Govoni M., Jansson E.A., Weitzberg E., Lundberg J.O. The increase in plasma nitrite after a dietary nitrate load is markedly attenuated by an antibacterial mouthwash. Nitric Oxide. 2008;19:333–337.
    1. Björne H H., Petersson J., Phillipson M., Weitzberg E., Holm L., Lundberg J.O. Nitrite in saliva increases gastric mucosal blood flow and mucus thickness. J. Clin. Invest. 2004;113:106–114.
    1. Larsen F.J., Ekblom B., Sahlin K., Lundberg J.O., Weitzberg E. Effects of dietary nitrate on blood pressure in healthy volunteers. N. Engl. J. Med. 2006;355:2792–2793.
    1. Lundberg J.O., Govoni M. Inorganic nitrate is a possible source for systemic generation of nitric oxide. Free Radic. Biol. Med. 2004;37:395–400.
    1. Jensen F.B., Rohde S. Comparative analysis of nitrite uptake and hemoglobin-nitrite reactions in erythrocytes: sorting out uptake mechanisms and oxygenation dependencies. Am. J. Physiol. Regul. Integr. Comp. Physiol. 2010;298:R972–R982.
    1. Isbell T.S., Gladwin M.T., Patel R.P. Hemoglobin oxygen fractional saturation regulates nitrite-dependent vasodilation of aortic ring bioassays. Am. J. Physiol. Heart Circ. Physiol. 2007;293:H2565–H2572.
    1. Gladwin M.T., Lancaster J.R., Jr, Freeman B.A., Schechter A.N. Nitric oxide's reactions with hemoglobin: a view through the SNO-storm. Nat. Med. 2003;9:496–500.
    1. Kohn M.C., Melnick R.L., Ye F., Portier C.J. Pharmacokinetics of sodium nitrite-induced methemoglobinemia in the rat. Drug Metab. Dispos. 2002;30:676–683.
    1. Shiva S., et al. Deoxymyoglobin is a nitrite reductase that generates nitric oxide and regulates mitochondrial respiration. Circ. Res. 2007;100:654–661.
    1. Basu S., et al. Catalytic generation of N2O3 by the concerted nitrite reductase and anhydrase activity of hemoglobin. Nat. Chem. Biol. 2007;3:785–794.
    1. Gladwin M.T., Kim-Shapiro D.B. The functional nitrite reductase activity of the heme-globins. Blood. 2008;112:2636–2647.
    1. Al-Sa'doni H., Ferro A. S-Nitrosothiols: a class of nitric oxide-donor drugs. Clin. Sci. 2000;98:507–520.
    1. Giustarini D., Milzani A., Colombo R., Dalle-Donne I., Rossi R. Nitric oxide and S-nitrosothiols in human blood. Clin. Chim. Acta. 2003;330:85–98.
    1. Stamler J.S., et al. Nitric oxide circulates in mammalian plasma primarily as an S-nitroso adduct of serum albumin. Proc. Natl. Acad. Sci. U.S.A. 1992;89:7674–7677.
    1. Al-Sa'doni H.H., Ferro A. Current status and future possibilities of nitric oxide-donor drugs: focus on S-nitrosothiols. Mini Rev. Med. Chem. 2005;5:247–254.
    1. Alzawahra W.F., Talukder M.A., Liu X., Samouilov A., Zweier J.L. Heme proteins mediate the conversion of nitrite to nitric oxide in the vascular wall. Am. J. Physiol. Heart Circ. Physiol. 2008;295:H499–H508.
    1. Vicini P., van der Graaf P.H. Systems pharmacology for drug discovery and development: paradigm shift or flash in the pan. Clin. Pharmacol. Ther. 2013;93:379–381.
    1. Shiva S., et al. Ceruloplasmin is a NO oxidase and nitrite synthase that determines endocrine NO homeostasis. Nat. Chem. Biol. 2006;2:486–493.
    1. Ewenczyk C., et al. Recessive hereditary methaemoglobinaemia, type II: delineation of the clinical spectrum. Brain. 2008;131:760–761.
    1. Roberson R.S., Bennett-Guerrero E. Impact of red blood cell transfusion on global and regional measures of oxygenation. Mt. Sinai J. Med. 2012;79:66–74.
    1. Bergstrand M., Hooker A.C., Wallin J.E., Karlsson M.O. Prediction-corrected visual predictive checks for diagnosing nonlinear mixed-effects models. AAPS J. 2011;13:143–151.

Source: PubMed

3
Prenumerera