April 2023
Volume 12, Issue 4
Open Access
Letters to the Editor  |   April 2023
Are Ocular and Serum Half-Lives After Ranibizumab Intravitreal Injection Dependent on Dose?
Author Affiliations
  • Tamara van Donge
    Roche Pharma Research and Early Development, Pharmaceutical Sciences, Roche Innovation Center Basel, F. Hoffmann-La Roche Ltd., Basel, Switzerland. e-mail: tamara.van_donge@roche.com
  • Francesco Brizzi
    Roche Pharma Research and Early Development, Pharmaceutical Sciences, Roche Innovation Center Basel, F. Hoffmann-La Roche Ltd., Basel, Switzerland. e-mail: tamara.van_donge@roche.com
  • Antonello Caruso
    Roche Pharma Research and Early Development, Pharmaceutical Sciences, Roche Innovation Center Basel, F. Hoffmann-La Roche Ltd., Basel, Switzerland. e-mail: tamara.van_donge@roche.com
  • Matthias Fueth
    Roche Pharma Research and Early Development, Pharmaceutical Sciences, Roche Innovation Center Basel, F. Hoffmann-La Roche Ltd., Basel, Switzerland. e-mail: tamara.van_donge@roche.com
  • Bernhard Steiert
    Roche Pharma Research and Early Development, Pharmaceutical Sciences, Roche Innovation Center Basel, F. Hoffmann-La Roche Ltd., Basel, Switzerland. e-mail: tamara.van_donge@roche.com
Translational Vision Science & Technology April 2023, Vol.12, 9. doi:https://doi.org/10.1167/tvst.12.4.9
  • Views
  • PDF
  • Share
  • Tools
    • Alerts
      ×
      This feature is available to authenticated users only.
      Sign In or Create an Account ×
    • Get Citation

      Tamara van Donge, Francesco Brizzi, Antonello Caruso, Matthias Fueth, Bernhard Steiert; Are Ocular and Serum Half-Lives After Ranibizumab Intravitreal Injection Dependent on Dose?. Trans. Vis. Sci. Tech. 2023;12(4):9. https://doi.org/10.1167/tvst.12.4.9.

      Download citation file:


      © ARVO (1962-2015); The Authors (2016-present)

      ×
  • Supplements
With great interest we have read the article by Kim et al.1 entitled “Intraocular Pharmacokinetics of 10-fold Intravitreal Ranibizumab Injection Dose in Rabbits.” The authors concluded that the retinal and serum half-lives (t1/2) of ranibizumab in rabbit eyes were increased twice after a 10-fold dose compared to the 0.3-mg dose. 
Kim et al. collected data in 28 rabbits following intravitreal injection of ranibizumab at two dose levels (0.3 and 3.0 mg). The pharmacokinetic data were modeled assuming instantaneous absorption and first-order elimination, resulting in the following monoexponential equation for drug concentration2 
\begin{eqnarray*}C\left( t \right)\; = \;\frac{Dose}{V/F\;} \times e^{ - kt}\;\end{eqnarray*}
where V/F is the apparent volume of distribution, and the elimination rate constant (k) is  
\begin{eqnarray*}k\; = \;\;\frac{{\rm{ln}}\left( 2 \right)}{\;t_{1/2}}\end{eqnarray*}
 
This model was fitted to each matrix separately to obtain pharmacokinetic parameters (i.e., apparent volume of distribution and apparent clearance) resulting in estimated t1/2 for each matrix and dose independently. No significant differences were observed between the t1/2 of the two ranibizumab doses in vitreous (55.58 vs. 53.36 hours) and aqueous (51.70 vs. 52.60 hours) humor. Remarkably, the authors reported a twofold prolongation in retinal and serum t1/2 values with a 10-fold increase in dose (36.74 vs. 76.85 hours and 91.93 vs. 179.01 hours, respectively). Nevertheless, in the following we indicate several limitations of their estimation and provide a reanalysis of the experimental data, illustrating the instability of t1/2 estimations. 
First, several inconsistencies can be recognized between the pharmacokinetics data reported in Table 1, the data and “predicted trend lines” displayed in Figure 1, and the results of the pharmacokinetics analysis in Table 2 of the original paper. Second, the aqueous humor concentrations shown in Figure 1 of the original paper appear to differ from the data presented in Table 1 of the original paper, as these data points are shifted to the left as illustrated below (Fig. 1). Third, the assumption of monoexponential decline for the retina can be debated. If late data points (low concentrations) are included in the analysis, a biexponential decline may be recognized (Fig. 2). Although the parameter estimation heavily relies on inclusion or exclusion of suspect last data points, the original paper does not provide any detail on the handling of such points. Similarly, the assumption of an instantaneous absorption does not seem to hold, as an absorption phase is present in the retina and serum (Fig. 1, original paper) that should be excluded in the estimation of the terminal elimination rate.3 Furthermore, the principle of flip-flop kinetics is a well-known phenomenon after intravitreal administration that results in similar half-lives in the ocular matrices and in serum, although this is not recognized in the published analysis.4 Fourth, information on the lower quantification limit and on the handling of the data below this limit is lacking. For the assumed first-order elimination kinetics, the estimation of t1/2 is mainly driven by the last data points, characterized by low concentrations. Were some concentration data below the limit of quantification? If so, were these values set to zero, discarded, or divided by two for the pharmacokinetic analyses?5 The estimated t1/2 depends on the answers to these questions. Fifth, the small sample size of the experiment only allows reliable estimation of the elimination rate constant (and t1/2). It is difficult to accurately estimate the apparent clearance and volume parameters, and we expect that these estimates have high associated uncertainty, despite confidence intervals are not reported in Table 2 of the original paper. 
Table 1.
 
Half-Life Estimates for Each Matrix and Dose Based on a Noncompartmental Analysis
Table 1.
 
Half-Life Estimates for Each Matrix and Dose Based on a Noncompartmental Analysis
Figure 1.
 
Discordance between the concentration–time data for the aqueous humor observed in Table 1 and Figure 1 of the original paper. Blue and gray dots represent the observations for the 3.0-mg dose as presented in Table 1 and Figure 1 of the original paper, respectively. Gray arrows denote the differences observed between the data presented in Tables 1 and 2 and Figure 1 of the original paper. The blue line represents the simulated concentration–time profile for the aqueous humor when applying the pharmacokinetic parameter values (e.g., CL/F, V/F) published in Table 2 of the original paper. The gray line represents the “predicted trend lines” for aqueous humor as shown in Figure 1 of the original paper. Only data for the 3.0-mg dose are displayed for clarity; the same inconsistencies are observed for the 0.3-mg ranibizumab dose.
Figure 1.
 
Discordance between the concentration–time data for the aqueous humor observed in Table 1 and Figure 1 of the original paper. Blue and gray dots represent the observations for the 3.0-mg dose as presented in Table 1 and Figure 1 of the original paper, respectively. Gray arrows denote the differences observed between the data presented in Tables 1 and 2 and Figure 1 of the original paper. The blue line represents the simulated concentration–time profile for the aqueous humor when applying the pharmacokinetic parameter values (e.g., CL/F, V/F) published in Table 2 of the original paper. The gray line represents the “predicted trend lines” for aqueous humor as shown in Figure 1 of the original paper. Only data for the 3.0-mg dose are displayed for clarity; the same inconsistencies are observed for the 0.3-mg ranibizumab dose.
Figure 2.
 
Semilogarithmic plot of retinal concentration–time profiles after intravitreal injection of 0.3 and 3.0 mg ranibizumab. Symbols indicate experimental data (mean values) by Kim et al.1 Open and filled dots illustrate the mean concentrations for 0.3 and 3.0 mg ranibizumab, respectively. The asterisk indicates a zero mean concentration value at 1440 hours for the 0.3-mg group (arbitrarily displayed at 10–5 µg/mL). Blue and red lines represent simulated concentration–time profiles when using pharmacokinetic parameter values (CL/F and V/F) published in Table 2 of the original paper for doses of 0.3 and 3.0 mg, respectively.
Figure 2.
 
Semilogarithmic plot of retinal concentration–time profiles after intravitreal injection of 0.3 and 3.0 mg ranibizumab. Symbols indicate experimental data (mean values) by Kim et al.1 Open and filled dots illustrate the mean concentrations for 0.3 and 3.0 mg ranibizumab, respectively. The asterisk indicates a zero mean concentration value at 1440 hours for the 0.3-mg group (arbitrarily displayed at 10–5 µg/mL). Blue and red lines represent simulated concentration–time profiles when using pharmacokinetic parameter values (CL/F and V/F) published in Table 2 of the original paper for doses of 0.3 and 3.0 mg, respectively.
To address the issue of model selection, the concentration data in the original Table 1 were reanalyzed, and the half-life in each matrix was estimated by fitting the terminal phase to an exponential function (noncompartmental analysis was performed in R 3.6.1 with RStudio 1.2.5001 (R Foundation for Statistical Computing, Vienna, Austria) (Table 1).6,7 In the retina, the t1/2 value of 67.8 hours obtained for the low dose is comparable to the estimate for the high dose (77.6 hours) when excluding the last data point (1440 hours) (Table 1). The 95% confidence intervals for both doses are overlapping and very wide, highlighting substantial uncertainty due to the small sample size. Also, the retina t1/2 estimates appear to be highly variable depending on which terminal data points are included in the analysis; for example, if the last data point were included then the retinal half-life would be estimated to be 173 hours, with wide confidence intervals. Similar considerations can be made regarding the serum data and estimates. 
Therefore, after identifying several inconsistencies in the original paper by Kim et al.1 and reanalyzing the experimental data, we were unable to find supporting evidence for different retinal and serum half-lives for the two investigated doses. Most importantly, given the limited data points, the inherent variation in biological data, and the lack of details on the quantification limits, the pharmacokinetic parameter estimates will remain controversial and highly uncertain, irrespective of the analysis method used and the points that are included. In closing, the study by Kim et al.1 provides no conclusive evidence for a dependence of retinal and serum half-life on dose. 
References
Kim HM, Park YJ, Lee S, et al. Intraocular pharmacokinetics of 10-fold intravitreal ranibizumab injection dose in rabbits. Transl Vis Sci Technol. 2020; 9(4);7. [CrossRef]
Park SJ, Choi Y, Na YM, et al. Intraocular pharmacokinetics of intravitreal aflibercept (Eylea) in a rabbit model. Invest Ophthalmol Vis Sci. 2016; 57(6): 2612–2617. [CrossRef] [PubMed]
Byers JP, Sarver JG. Pharmacokinetic modeling. In: Hacker M, Messer W, Bachmann K, eds. Pharmacology. San Diego, CA: Academic Press; 2009: 201–277.
Xu L, Lu T, Tuomi L, et al. Pharmacokinetics of ranibizumab in patients with neovascular age-related macular degeneration: a population approach. Invest Ophthalmol Vis Sci. 2013; 54(3): 1616–1624. [CrossRef] [PubMed]
Bergstrand M, Karlsson MO. Handling data below the limit of quantification in mixed effect models. AAPS J. 2009; 11(2): 371–380. [CrossRef] [PubMed]
R Core Team. R: A Language and Environment for Statistical Computing. Vienna, Austria: R Foundation for Statistical Computing; 2019.
Denney W, Duvvuri S, Buckeridge C. Simple, automatic noncompartmental analysis: the PKNCA R package. J Pharmacokinet Pharmacodyn. 2015; 42(1): 11–107.
Figure 1.
 
Discordance between the concentration–time data for the aqueous humor observed in Table 1 and Figure 1 of the original paper. Blue and gray dots represent the observations for the 3.0-mg dose as presented in Table 1 and Figure 1 of the original paper, respectively. Gray arrows denote the differences observed between the data presented in Tables 1 and 2 and Figure 1 of the original paper. The blue line represents the simulated concentration–time profile for the aqueous humor when applying the pharmacokinetic parameter values (e.g., CL/F, V/F) published in Table 2 of the original paper. The gray line represents the “predicted trend lines” for aqueous humor as shown in Figure 1 of the original paper. Only data for the 3.0-mg dose are displayed for clarity; the same inconsistencies are observed for the 0.3-mg ranibizumab dose.
Figure 1.
 
Discordance between the concentration–time data for the aqueous humor observed in Table 1 and Figure 1 of the original paper. Blue and gray dots represent the observations for the 3.0-mg dose as presented in Table 1 and Figure 1 of the original paper, respectively. Gray arrows denote the differences observed between the data presented in Tables 1 and 2 and Figure 1 of the original paper. The blue line represents the simulated concentration–time profile for the aqueous humor when applying the pharmacokinetic parameter values (e.g., CL/F, V/F) published in Table 2 of the original paper. The gray line represents the “predicted trend lines” for aqueous humor as shown in Figure 1 of the original paper. Only data for the 3.0-mg dose are displayed for clarity; the same inconsistencies are observed for the 0.3-mg ranibizumab dose.
Figure 2.
 
Semilogarithmic plot of retinal concentration–time profiles after intravitreal injection of 0.3 and 3.0 mg ranibizumab. Symbols indicate experimental data (mean values) by Kim et al.1 Open and filled dots illustrate the mean concentrations for 0.3 and 3.0 mg ranibizumab, respectively. The asterisk indicates a zero mean concentration value at 1440 hours for the 0.3-mg group (arbitrarily displayed at 10–5 µg/mL). Blue and red lines represent simulated concentration–time profiles when using pharmacokinetic parameter values (CL/F and V/F) published in Table 2 of the original paper for doses of 0.3 and 3.0 mg, respectively.
Figure 2.
 
Semilogarithmic plot of retinal concentration–time profiles after intravitreal injection of 0.3 and 3.0 mg ranibizumab. Symbols indicate experimental data (mean values) by Kim et al.1 Open and filled dots illustrate the mean concentrations for 0.3 and 3.0 mg ranibizumab, respectively. The asterisk indicates a zero mean concentration value at 1440 hours for the 0.3-mg group (arbitrarily displayed at 10–5 µg/mL). Blue and red lines represent simulated concentration–time profiles when using pharmacokinetic parameter values (CL/F and V/F) published in Table 2 of the original paper for doses of 0.3 and 3.0 mg, respectively.
Table 1.
 
Half-Life Estimates for Each Matrix and Dose Based on a Noncompartmental Analysis
Table 1.
 
Half-Life Estimates for Each Matrix and Dose Based on a Noncompartmental Analysis
×
×

This PDF is available to Subscribers Only

Sign in or purchase a subscription to access this content. ×

You must be signed into an individual account to use this feature.

×