Introduction

Glaucoma is the second leading cause of blindness in the world1 and is characterised by the progressive loss of retinal ganglion cells (RGC), thinning of the retinal nerve fibre layer (RNFL), atrophy of the optic nerve head (ONH) and loss of vision1,2. In primary open angle glaucoma (POAG), chronic intraocular pressure (IOP) elevation or ocular hypertension (OHT) induces neural and connective tissue deformation and/or remodelling within the ONH that can lead to permanent structural damage3,4,5,6. In humans, early structural damage within the ONH at the onset of chronic IOP elevation is difficult to characterise as patients with POAG usually have existing structural damage at the time of diagnosis1,2. Moreover, patients with OHT progress slowly2. Thus, primate models of OHT allow us to assess the changes in the ONH longitudinally and determine the time course of early ONH structural damage in response to IOP7,8,9,10,11.

In primate OHT models, laser photocoagulation of the trabecular meshwork is conventionally used to generate experimental glaucoma (EG)7,9. However, the laser OHT model requires expensive laser equipment, laser expertise, and laser-related safety and licensing7,9. Another disadvantage of the laser model is the accompanying inflammation that is triggered by laser damage to the trabecular meshwork, which can hinder ONH and retinal imaging12. Obstruction of the trabecular meshwork by injecting microbeads was first used in rodents to create an OHT or EG model12,13,14. The microbeads or microspheres used in rodent studies were made from various materials, such as polysterene or latex, and can have fluorescent properties to facilitate visualisation14, or magnetic properties to aid their distribution to the angle12. Although useful, our interpretations made from the rodent model are limited as the retinal and ONH structures markedly differ from those found in humans. Furthermore, ONH imaging is difficult to achieve in such small eyes. Consequently, the microbead model of OHT in primates was first introduced in rhesus monkeys10 and more recently in squirrel monkeys15 as a potential model for EG. The structure and function of the retina and the ONH is highly conserved between primates and humans; as such, primate models are useful for examining drug metabolism and the pathogenesis of human eye diseases15,16,17. Moreover, the IOP in primates is similar to that observed in affected humans18. Additionally, in the primate microbead OHT model, inflammation of the anterior segment of the eye has not been reported10,15,19 and the procedure is less expensive and can be performed by both clinicians and researchers8,10,12,13,14,15,19.

The ONH changes induced by EG can be monitored by assessing the lamina cribrosa depth (LCD) and minimum rim width (MRW) using spectral-domain (SD) optical coherence tomography (OCT) in the laser-induced primate OHT model. The MRW (the width of the neuroretinal rim at the ONH) correlates well with the RNFL thickness4,5,20,21,22,23. Both thinning of the MRW and deepening of the LCD occurs earlier than RNFL thinning in the laser-induced primate OHT model; as such, these parameters have been used to detect early structural ONH changes20,21,23.

IOP is the only modifiable risk factor for glaucoma and is associated with glaucoma development and progression24,25. In addition, mounting evidence suggests that IOP exerts a mechanical load on the ONH and adjacent tissues, which can lead to ONH damage in glaucoma3,11,26. However, IOP itself varies considerably over a 24-h cycle and thus it is important to identify which aspect of IOP fluctuations is most important for the clinician to monitor and control to prevent glaucoma progression2,25. Thus, attempts to characterize these IOP fluctuations or variables have been made using parameters such as mean, maximum and standard deviation of IOPs24,25. In the primate laser model, the maximum IOP seems to be the best predictor of ONH structural change24.

In this study, we aimed to elucidate the early ONH changes induced by raised IOP in the microbead OHT primate model and the IOP characteristics influencing such changes. We believe that establishing the microbead OHT model in primates as an alternative to the laser model will be useful to study glaucoma pathogenesis and provide avenues for new therapies.

Results

Baseline IOP and primate demographics

All primates (n = 16) were female and aged 4–9 years. The mean IOP value for the right eye did not statistically differ from that of the left eye in each primate at baseline (12 ± 2.4 mmHg vs 12 ± 2.2 mmHg in Group 1 and 14 ± 1.6 mmHg vs 15 ± 1.7 mmHg in Group 2, both P > 0.05) (Table 1). In group 1, the right eye mean baseline IOP (12.0 ± 2.4 mmHg) was not statistically different from the group 2 right eye mean baseline IOP (14.0 ± 1.6 mmHg, p = 0.117) although a 2 mmHg difference was noted. A small but significant difference of 3 mmHg was noted between the left eye mean baseline IOP in Group 1 (12.0 ± 2.2 mmHg) when compared to the Group 2 left eye mean baseline IOP (15.0 ± 1.7 mmHg, p = 0.014).

Table 1 Demographics of the primates with intraocular profiles at baseline and after microbead induction of Ocular Hypertension.
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Microbead induction of ocular hypertension

Initial IOP elevation was achieved with a mean of 6 ± 1 microbead injections in Group 1 primates and 5 ± 1 injections in Group 2 primates (Table 1). An average of 5 ± 1 weeks in Group 1 and 4 ± 1 weeks in Group 2 was needed from the first injection to reach an IOP > 20 mmHg (Table 1). The mean IOP in OHT eyes (measured once the IOP was > 20 mmHg) in both groups is reported in Table 1. After the initial 4–6 injections, no further injections were required to maintain OHT until month 7 (end-of-study).

The microbead injections did not result in persistent cells in the anterior chamber after the first week of injection (Fig. 1). Upon gonioscopic examination, we found that the microbeads occluded the entire 360 degrees of the trabecular meshwork (Fig. 1) after 4 weeks of administering the injections and remained there at month 7. We did not observe any evidence of peripheral anterior synechiae (PAS) or cataract formation at 7 months (Fig. 1). The SD-OCT and disc images were clear and could be monitored from baseline until the end of the study. The corneas of the OHT eyes also remained clear despite the high IOPs (> 40 mmHg) (Table 1).

Figure 1
figure 1

Representative images of primate identification (ID) #3,914. (a–d) Anterior segment photographs of the right eye of the primate ID 3,914 were included from baseline to month 7. Microbeads were seen on the peripheral iris at month 2 (c) and month 7 (d). (e–t) Gonioscopic images showed that the microbeads deposited at the anterior chamber angle of the inferior (e–h), temporal (i–l), superior (m–p) and nasal (q–t) quadrants of the eye without formation of peripheral anterior synechia at month 7 (h,l,p,t). (u–x) The cupping of the optic nerve head was illustrated with serial fundus photographs.

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Group 1 primates with unilateral IOP elevation

The primates in Group 1 received microbead injections to the right eye and no injections to the contralateral left eye. The mean IOP in the right eye (43 ± 6.3 mmHg) between the period of month 2–7 was significantly higher than its baseline value (12 ± 2.4 mmHg, P < 0.0001, Table 1) as well as the mean IOP of the contralateral control eye (18 ± 2.8 mmHg, P < 0.001, Table 1) between the same period (month 2–7). During months 2–7 (the OHT period), the mean IOP of the left control eyes was higher by an average of 6 mmHg from its baseline IOP (18 ± 2.8 mmHg vs 12 ± 2.2 mmHg, P < 0.001, Table 1) but generally remained < 20 mmHg. The maximum IOP of the OHT right eyes was 54 ± 5.6 mmHg and that of the control left eyes was 20 ± 3.0 mmHg in the Group 1 primates (Table 1).

Group 2 primates with bilateral IOP elevation

When OHT was induced in both eyes of the Group 2 primates, similar mean IOP elevations were achieved and there was no significant difference between the mean IOP of the right eyes and the left eyes (31 ± 3.2 mmHg vs 31 ± 6.3 mmHg, P = 0.777, Table 1). The mean IOP in both OHT eyes was significantly elevated from their respective baseline values (both P < 0.0001, Table 1). The maximum IOP of the right eyes in Group 2 was significantly lower than that of the Group 1 primates (39 ± 9.2 mmHg vs 54 ± 5.6 mmHg, P = 0.011, Table 1). The maximum IOP was not significantly different between the OHT right and the OHT left eyes in Group 2 (39 ± 9.2 mmHg vs 41 ± 4.7 mmHg, P = 0.702, Table 1). All six primates in Group 2 tolerated the bilateral OHT and remained in good health. There was no loss of body weight or notable change in behaviour in the Group 2 primates when compared to the Group 1 primates.

Baseline OCT measurements

We found no differences in the LCD, MRW, LC visibility or Bruch’s membrane opening (BMO) area between the two eyes of all primates at baseline (all P > 0.05) (Table 2). The BMO area was consistent in the eyes with OHT from baseline to month 7 (2.64 ± 0.51 mm2 vs 2.58 ± 0.48 mm2, P = 0.749). The mean visibility of the LC of all eyes at each visit was also consistently between 89 to 92% of the BMO area from enface visualisation (Supplementary Table 1).

Table 2 Minimum rim width and Lamina cribrosa depth of each primate at baseline and at 7 months.
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Structural changes of the ONH

In Group 1 primates, the mean MRW of the right eyes with OHT was significantly thinner at month 7 (167.1 ± 74.9 µm) when compared to its baseline value (278.8 ± 39.2 µm, P = 0.00019, Table 2), and that of the control left eyes at the same time point (month 7, 288.9 ± 45.3 µm, P = 0.0110, Table 2). The mean LCD of the right eyes with OHT (335.1 ± 120.1 µm) was also significantly deeper at month 7 when compared to that at baseline (203.0 ± 44.2 µm, P = 0.0011, Table 2), and that of the control left eyes at month 7 (198.1 ± 38.9 µm, P = 0.0049, Table 2).

In Group 2 primates, both the right and left OHT eyes showed thinner mean MRW and deeper mean LCD values at month 7 when compared to their baseline values (all P < 0.05, Table 2). The mean changes in MRW and LCD were calculated monthly from baseline to month 7. The greatest changes in the MRW (-93 ± 42 µm) and LCD (86 ± 79.6 µm) values were found in the month 1 to 2 period (both P < 0.001, Table 3) in the right OHT eyes of Groups 1 and 2. Figure 2 compares the MRW, the LCD, mean IOP and maximum IOP values of the right eyes of Group 1 and Group 2 with those of the left eyes of Group 1 as the controls.

Table 3 Mean change in minimal rim width and lamina cribrosa depth from baseline to month 7 (end of study).
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Figure 2
figure 2

Summary of the intraocular pressure and optical coherence tomography parameters of all primates (N = 16). OHT ocular hypertension, IOP intraocular pressure, mmHg, MRW Minimum Rim Width, LCD lamina cribrosa depth. Black lines represent the right OHT eyes of Group 1; the dotted black lines represent the left control eyes of Group 1; Grey lines represent the right OHT eyes of Group 2. (a) Mean IOPs of the right eyes of Group 1 and Group 2 were compared with that of the left eyes of Group 1. (b) Maximum IOPs of the right eyes of Group 1 and Group 2 were compared with that of the left eyes of Group 1. (c) Mean minimum rim width (MRW) of the right eyes of Group 1 and Group 2 were compared with that of the left eyes of Group 1. (d) Mean lamina cribrosa depth (LCD) of the right eyes of Group 1 and Group 2 were compared with that of the left eyes of Group 1.

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Correlation of mean and maximum IOP with structural changes of the ONH

Pearson partial correlation coefficients (\({\widehat{\rho }}_{XY|Primate}\)), controlling for primate effect, reflecting the level of association between maximum and mean IOP values (X) with mean MRW and LCD (Y) were calculated using data from the right OHT eye of Group 1 and 2 primates over the 7 monthly measurements. Statistical significance was demonstrated for all four correlations (P < 0.001) (Fig. 3). However, maximum IOP was a slightly better predictor of MRW thinning than mean IOP. Both mean and maximum IOP values correlated slightly better with MRW thinning than LCD deepening (Fig. 3).

Figure 3
figure 3

Pearson partial correlation coefficients (\({\widehat{\rho }}_{XY|Primate}\)) and scatter plots based on the 7 monthly measurements: Mean and maximum IOP (X) correlated with the structural changes LCD and MRW (Y) of the optic nerve head in the right eyes of Group 1 and 2 primates. (a) Mean IOP vs Mean LCD (\(\widehat{\rho }\) = 0.413; p < 0.0001). (b) Mean IOP vs Mean MRW (\(\widehat{\rho }\) = − 0.524; p < 0.0001). (c) Max IOP vs Mean LCD (\(\widehat{\rho }\) = 0.351; p = 0.0002). (d) Max IOP vs Mean MRW (\(\widehat{\rho }\) = − 0.519; p < 0.0001). IOP intraocular pressure, MRW minimum rim width, LCD lamina cribrosa depth.

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Discussion

In this study, we established the microbead model of OHT in primates and used SD-OCT to assess the early changes that occur at the ONH. We achieved our target IOP in the OHT eyes at 4–5 weeks after 5–6 intracameral injections. We also found that this target IOP could be fine-tuned by modifying the injection protocol. We observed structural changes to the ONH by SD-OCT, including thinning of the MRW and a deepening of the LCD in all eyes with OHT and no change in the control eyes. The greatest structural changes to the ONH occurred between months 1 and 2 in OHT eyes. The mean and maximum IOP values were predictors of these ONH structural changes in OHT eyes. Understanding the ONH changes and associated IOP predictors using OHT models, such as the microbead model proposed herein, could be useful to elucidate glaucoma pathogenesis and to investigate IOP-lowering drugs.

In our hands, we were able to consistently induce OHT in both primate groups using our modified microbead protocol. Although the left eye baseline IOP in the Group 2 was 3 mmHg higher than the Group 1 animals, there was no statistical difference between the Group 2 right and left eye MRW and LCD structural changes. This small IOP difference of 3 mmHg could be multifactorial due to the regional and age difference between our Group 1 animals (imported from Vietnam, older age) and Group 2 animals (which were bred in Singapore, younger age) that may have contributed to minor IOP differences although the primate species was the same. In addition, the measurement of Group 1 and Group 2 IOPs at different time points could have resulted in intra-observer measurement errors7,18,27. However, when compared with other primate studies, the baseline IOP in both groups were within reported normal IOP ranges for primates18,27.

In the Group 1 primates, we explored the effects of unilateral IOP elevation after following the protocol described by Weber et al.10 and achieved similar IOP elevations as reported previously. However, the mean and maximum IOP values were higher than the IOP values typically seen in glaucoma patients. To reduce the effects of ischemia that might occur as a result of highly elevated IOP, we modified the protocol by reducing the number of injections and lowering the target IOP to 20 mmHg in our Group 2 primates, with the aim of achieving a lower mean and maximum IOP. With this modified protocol, we were able to reduce the mean IOP in the OHT right eyes from 43 ± 6.3 mmHg (in the Group 1 primates) to 31 ± 3.2 mmHg (in the Group 2 primates). We also reduced the maximum IOP from 54 ± 5.6 mmHg (in the Group 1 primates) to the lower maximum IOP of 39 ± 9.2 mmHg (in the Group 2 primates) (Table 1 and Supplementary Fig. 2). These findings suggest that this approach can induce an elevation in IOP in a more controlled manner than the laser-induction approach, and allows for some degree of titration. Although this model required repeated injections, these were readily performed and did not cause any complications such as inflammation or cataract.

By removing 50 µl of aqueous before injecting the microbeads, we were able to inject a higher volume of beads and reduce the number of injections compared to the Group 1 primates to achieve OHT in the Group 2 primates (Table 1). In the Group 2 primates, we could induce similar intra-animal bilateral IOP elevations (mean IOP right eye, 31 ± 3.2 mmHg and mean IOP left eye, 31 ± 6.3 mmHg, Table 1).

When evaluating the effects and outcomes of a therapy that aims to reduce IOP or confer neuroprotection in OHT eyes, using a different animal as a control could have confounding effects because each animal has a unique susceptibility to IOP28,29. Thus, a bilateral primate OHT model might be more useful for assessing the effects of a therapy applied to the study eye, as comparisons can then be made to the contralateral OHT eye which would share a similar susceptibility to the IOP insult30. This is the approach that we took in this study with our Group 2 primates. We also previously reported that the bilateral primate OHT model can be established in Association for Assessment and Accreditation of Laboratory Animal Care (AAALAC) International approved laboratories with Institutional Animal Care and Use Committee (IACUC) approval19. To maintain the general health and well-being of the primates, strict ethical guidelines were followed in our laboratory. We frequently monitored the body weight, behaviour and food and water intake of the primates and compared these parameters with their counterparts who had not ocular injections. We found no differences in any of these parameters, even in primates with bilateral OHT19.

Others have also suggested that the contralateral eye might not be an ideal control for normotension7,31,32. Previous data have shown that the contralateral eyes can be affected when the IOP is elevated in the study eyes33,34,35,36. Some of these changes include microglial activation37, transient disc swelling7 and longitudinal loss of multifocal electroretinogram signals32. In our study, we found that the mean IOP for the contralateral control eyes significantly increased when compared to its mean baseline IOP value in the Group 1 primates, although the mean IOPs in the OHT period between months 2–7 did not exceed 20 mmHg (Table 1). This finding seems to corroborate those of previous studies33,34,35,36. A consensual IOP rise has been frequently reported in both experimental and clinical glaucoma studies33,34,35,37. Although the exact mechanism for this consensual IOP effect has not been elucidated, postulated mechanisms include: glaucoma drug effects36; activation of sympathetic neural signals in the anterior segment that might increase the aqueous outflow34; anterior chamber cannulation that activates microglia37; and prostaglandin release that might exert a minor effect on the trabecular meshwork and thus cause a minor IOP elevation35,37. In our study, we considered that sympathetic neural signals, microglial activation and prostaglandin release might be the most relevant factors that could have caused the consensual IOP rise in our Group 1 primates. Researchers should consider this confounding factor when designing similar studies.

As discussed, we found that the mean changes in MRW (− 93 ± 42 µm) and LCD (86 ± 79.6 µm) were greatest between months 1 and 2 of injection (Fig. 2 and Table 3. It is also within this period that the initial IOP elevation > 20 mmHg or OHT was noted (Table 1). Thus, this particular window might constitute an important period to monitor early ONH structural damage in OHT eyes. Moreover, consistent with previous reports, we also found that the mean and maximum IOP values were significant predictors of MRW and LCD changes in this study (Fig. 3)24. Thus, the rise in IOP (between month 1 and 2) might also explain the greatest changes in MRW and LCD during this period (Table 3). Although the greatest changes occurred within the same period in all the primates, the magnitude of the MRW thinning and LCD deepening was less in the Group 2 primates, which had lower mean and maximum IOPs (Fig. 2 and Supplementary Fig. 3). This finding was also reflected in the degree of correlation of these IOP parameters with the magnitude of damage in the ONH. Although both the mean and maximum IOP values were significant predictors of ONH structural changes, the MRW correlation was slightly superior to the LCD in our study (Fig. 3).

We acknowledge several limitations in our study. First, a small sample size (n = 16) was included. However, this is a reasonable sample size for primate studies. Second, our primates were young (4–9 years old). As cynomolgus primates reach sexual maturity between 4 and 6 years of age, some of our older primates could be considered as young adults38. Based on the primate-to-human age conversion (ratio 1:3)39, our primate ages represent 12–27 human years. Thus, the findings of our study might not be directly applicable to elderly patients with POAG or reflect age-related ONH changes that occur in humans40. However, this age group may be a less expensive option to acquire preliminary data because it is increasingly costly and difficult to find older primates. Third, monthly SD-OCT imaging may be too infrequent to capture all of the ONH changes and might only represent a trend change rather than an event-based change20. Fourth, we did not re-scale the “x and y” dimensions in the SD-OCT images. The images from the SD-OCT were presumed to be similar to the human eye, and thus rescaling might be needed4,5,41. However, the ONH structural changes were not affected by the floor effect. Although axial length may be used to help rescale the SD-OCT image, we did not collect these measurements, which is another limitation of this study. Finally, we did not correlate the ONH structural changes with functional loss determined by electrophysiology approaches, as we had not established the necessary analyses in primates during the study period. We are aware of the importance of performing electrophysiological examinations, as electrophysiological changes precede the manifestation of ONH structural damage; this work will form part of our future research efforts.

In summary, we have characterized the early ONH structural changes in a primate microbead model of OHT. We found that the greatest ONH changes occurred early (within 1–2 months of injection) and that these changes coincided with the first signs of IOP elevation. Importantly, both the mean and maximum IOP values were predictors of ONH structural changes. Although the primate microbead model might require further refinement, we believe that it will be a useful approach for future studies on glaucoma pathogenesis and therapeutic interventions.

Methods

Animals

This study was approved and monitored by the SingHealth IACUC. All experiments and animal care procedures were performed in accordance with the Association for Research in Vision and Ophthalmology's (ARVO) Statement for the Use of Animals in Ophthalmic and Vision Research and performed in AAALAC International approved facility. A total of 16 Cynomolgus monkeys (Macaca fascicularis) aged 4–9 years old were included in the study (Table 1).

The primates were divided into two groups. Group 1 primates (n = 10) received unilateral IOP elevation, with a target IOP of > 30 mmHg in the right eye whilst the contralateral left eye received no intervention and served as controls. Group 2 primates (n = 6) received bilateral IOP elevation. These primates were induced 12 months after the Group 1 primates, and the aim was to achieve a lower target IOP of > 20 mmHg. For these primates, additional assessments of food and water intake, body weight and behaviour of the primates were performed to ensure that bilateral OHT would not be detrimental to their general well-being.

All procedures were performed under anaesthesia with combinations of ketamine (15 mg/kg) and medetomidine (0.04–0.008 mg/kg) by intramuscular injections. Topical anaesthesia (1–2 drops of 1% Xylocaine) was instilled in both eyes before any contact procedures.

Chronic IOP elevation with microbead anterior chamber injections

Using a modified version of the protocol by Weber et al. for microbead induction of OHT in primates, the IOP was elevated by repeated injection of 15 µm polystyrene microbeads (concentration of 1 million per ml, fluorescent microspheres, Dye-Trak, Triton technology Inc., San Diego, CA) into the anterior chamber. Prior to injection, the beads were spun down and washed in sterile saline and 0.001%Tween 80 to remove any thimerosal preservative. The concentration of the solution doubled to 2 million microbeads per ml. Then, 50 µl of the bead solution was injected slowly over 10–15 min to minimise any IOP spike. The IOP was checked every week (Details in Study parameters). A criterion for re-injection was an IOP < 30 mmHg at any time in Group 1 primates and an IOP < 20 mmHg at any time in Group 2 primates. In Group 2 primates, before the microbead injections, 50–100 µl of aqueous was removed to reduce the risk of IOP spikes. OHT was defined as an IOP > 20 mmHg for more than two consecutive readings.

Study parameters

The IOP of each eye was measured by TONOVET (Icare, Finland) in the morning (mean of five times per eye) every week after sedating the primates and monthly IOPs were calculated from the weakly measurements. The mean OHT IOP was calculated from the onset of OHT until month 7. Slit-lamp photography (NS-2D, Righton, Japan) and gonioscopic examination were performed to assess the presence of inflammation, cataract and PAS weekly until the IOP elevation was sustained; these assessments were performed monthly thereafter (Fig. 1). Fundus photography (TRC50Dx, Topcon, Japan) and SD-OCT imaging (Spectralis, Heidelberg Engineering, Germany) were performed monthly. Each OCT volume consisted of 73 serial horizontal B-scans (62 µm distance between B-scans; 384 A-scans per B-scan) that covered a square area of 15° × 15° centred on the ONH. The eye-tracking and enhanced depth imaging (EDI) modalities of the Spectralis software were used during image acquisition. Each B-scan was averaged 50 times during acquisition (Supplementary Fig. 1)6,22,39.

OCT image enhancement, delineation, 3D reconstruction and analyses

Raw SD-OCT images were enhanced using an adaptive compensation algorithm to remove blood vessel shadows, enhance tissue contrast, improve the visibility of the LC, and reduce noise over-amplification in the deepest layers of the ONH4,5,39. Segmentation of the post-processed SD-OCT volume of each eye was performed using our previously reported custom-written MATLAB (MathWorks Inc., Natick, MA) algorithms6,22. The anterior LC and BMO were manually marked while the internal limiting membrane (ILM) was delineated automatically from the Spectralis software. The anterior LC surface was defined by a sharp increase in axial signal intensity (corresponding to collagen) extending laterally up to the LC insertion points in the peripapillary sclera4,6. The BMO was defined as the endpoint of the Bruch's membrane layer on either side of the ONH (Supplementary Fig. 1)4. The ONH structures were then reconstructed in 3D, and the LCD was defined as the perpendicular distance from the BMO reference plane to the anterior LC surface22. All LCD values of the reconstructed 3D ONH were averaged and reported as the mean LCD (Supplementary Fig. 1). The MRW was defined as the shortest distance from the BMO to the ILM. A constraint was applied to ensure that the MRW measurements remained within the neuroretinal rim (bounded by BMO). The mean MRW was reported and compared between eyes with OHT and controls (Fig. 2). The visibility of the LC was calculated as the percentage of the BMO area from the enface visualization6,22.

Statistical analyses

Statistical analyses were performed using SAS (Version 9.3, SAS Institute Inc., Cary, NC, USA). A repeated measures mixed-effects model analysis (SAS PROC GLIMMIX) was used to compare the IOP, LCD and MRW of the eyes with OHT and controls at each visit. The mean and maximum IOP value was calculated from the weekly IOP readings and averaged over each monthly intervals from baseline to months 7 (end-of-study time point). The mean MRW and LCD values were calculated in the same monthly interval. Longitudinal changes in MRW and LCD over 7 monthly measurements were correlated with monthly mean and maximum IOP values using the Pearson partial correlation coefficient, controlling for primate effect, to determine which IOP parameters were predictive of ONH structural changes. Fisher's z-transform of the partial correlation was used to test the null hypothesis of partial correlation equal to zero versus the alternative of not equal to zero. Statistical significance was set at P < 0.05.