Evidence map›Paper›PMID 42885992›Full record

ArticleInvestigative ophthalmology & visual science2026

Individual-Eye Pharmacokinetics of Intravitreal Ranibizumab: Linking Ocular Geometry to Drug Retention Using MRI and Modeling.

Patricia Lamirande, Eamonn A Gaffney, Michael Gertz, Basil Künnecke, Thomas Bielser, Andreas Bruns, Jessica R Crawshaw, Uwe Wessels, Antonella Rampazzo, Philip K Maini and 1 more

Abstract read
In one paragraph

Article in Investigative ophthalmology & visual science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Patricia LamirandeWolfson Centre for Mathematical Biology, Mathematical Institute, Andrew Wiles Building, University of Oxford, Oxford, United Kingdom.
Eamonn A GaffneyWolfson Centre for Mathematical Biology, Mathematical Institute, Andrew Wiles Building, University of Oxford, Oxford, United Kingdom.
Michael GertzPharmaceutical Sciences, Roche Innovation Center Basel, Roche Pharma Research and Early Development, Basel, Switzerland.
Basil KünneckeNeuroscience and Rare Diseases, Roche Innovation Center Basel, Roche Pharma Research and Early Development, Basel, Switzerland.
Thomas BielserNeuroscience and Rare Diseases, Roche Innovation Center Basel, Roche Pharma Research and Early Development, Basel, Switzerland.
Andreas BrunsNeuroscience and Rare Diseases, Roche Innovation Center Basel, Roche Pharma Research and Early Development, Basel, Switzerland.
Jessica R CrawshawSchool of Mathematical Sciences, Queensland University of Technology, Brisbane, Australia.
Uwe WesselsPharmaceutical Sciences, Roche Innovation Center Munich, Roche Pharma Research and Early Development, Penzberg, Germany.
Antonella RampazzoOphthalmology Section, Vetsuisse Faculty, University of Zurich, Zurich, Switzerland.
Philip K MainiWolfson Centre for Mathematical Biology, Mathematical Institute, Andrew Wiles Building, University of Oxford, Oxford, United Kingdom.
Antonello CarusoPharmaceutical Sciences, Roche Innovation Center Basel, Roche Pharma Research and Early Development, Basel, Switzerland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: The purpose of this study was to quantify the influence of ocular geometry on intravitreal (IVT) ranibizumab pharmacokinetics (PKs) in rabbits by integrating magnetic resonance imaging (MRI)-derived geometries, diffusion-based modeling, and PK measurements. Methods: MRI was performed to obtain detailed ocular geometries in 39 New Zealand White (NZW) rabbits. Ranibizumab PKs were assessed in the same animals by serial aqueous humour (AH) sampling following single or three 0.5 mg doses. Individual eye parameters were estimated using profile likelihood analysis. A mean first passage time model was developed to predict ocular half-life as a function of eye size and injection location. Simplified ocular models parameterized by axial length (AL) were constructed to assess whether reduced anatomic representations capture population-level trends. Results: MRI-derived vitreous geometries enabled quantification of inter-eye anatomic variability. The study cohort of adult rabbits exhibited a limited range of AL and vitreous volume compared to human variability. Modeling predicted increased ocular half-life with eye size, a trend reproduced by simplified AL-based models. Experimentally estimated half-lives ranged between 2.8 and 4.9 days and showed weak correlation to AL and vitreous volume. The population mean half-life was 3.67 days, consistent with previous results. Conclusions: This study provides a quantitative framework for analyzing IVT PKs at the level of individual eyes. Modeling predicts that ocular geometry influences drug elimination, and this relationship was also detected experimentally in rabbits, albeit over a limited anatomic range. Greater variability in human eye size may therefore contribute to interindividual PK differences and warrants further investigation, as it may inform personalized dosing strategies.

Indexed as

Angiogenesis InhibitorsAqueous HumorEyeMagnetic Resonance ImagingRanibizumabVitreous BodyAnimalsHalf-LifeIntravitreal InjectionsModels, BiologicalRabbitsAngiogenesis InhibitorsRanibizumab

Identifiers

PMID42885992
PMCPMC13679778

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.