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Biomedical Optics Express

Biomedical Optics Express

  • Editor: Joseph A. Izatt
  • Vol. 3, Iss. 12 — Dec. 1, 2012
  • pp: 3033–3042
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Gradients of refractive index in the crystalline lens and transient changes in refraction among patients with diabetes

W. Neil Charman, Adnan, and David A. Atchison  »View Author Affiliations


Biomedical Optics Express, Vol. 3, Issue 12, pp. 3033-3042 (2012)
http://dx.doi.org/10.1364/BOE.3.003033


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Abstract

Transient hyperopic refractive shifts occur on a timescale of weeks in some patients after initiation of therapy for hyperglycemia, and are usually followed by recovery to the original refraction. Possible lenticular origin of these changes is considered in terms of a paraxial gradient index model. Assuming that the lens thickness and curvatures remain unchanged, as observed in practice, it appears possible to account for initial hyperopic refractive shifts of up to a few diopters by reduction in refractive index near the lens center and alteration in the rate of change between center and surface, so that most of the index change occurs closer to the lens surface. Restoration of the original refraction depends on further change in the refractive index distribution with more gradual changes in refractive index from the lens center to its surface. Modeling limitations are discussed.

© 2012 OSA

1. Introduction

It has long been known that patients suffering from diabetes mellitus may experience transient visual blur. This is usually caused by changes in their refraction [1

1. W. S. Duke-Elder, “Changes in refraction in diabetes mellitus,” Br. J. Ophthalmol. 9(4), 167–187 (1925). [CrossRef] [PubMed]

], although neural factors may also be involved [2

2. N. G. M. Wiemer, M. Dubbelman, P. J. Ringens, and B. C. Polak, “Measuring the refractive properties of the diabetic eye during blurred vision and hyperglycaemia using aberrometry and Scheimpflug imaging,” Acta Ophthalmol. (Copenh.) 87(2), 176–182 (2009). [CrossRef] [PubMed]

]. In addition, there may be systematic long-term differences between the biometric parameters of the eyes of diabetic and non-diabetic individuals, e.g., [3

3. N. Brown and J. Hungerford, “The influence of the size of the lens in ocular disease,” Trans. Ophthalmol. Soc. U. K. 102(Pt 3), 359–363 (1982). [PubMed]

7

7. N. G. M. Wiemer, M. Dubbelman, E. A. Hermans, P. J. Ringens, and B. C. P. Polak, “Changes in the internal structure of the human crystalline lens with diabetes mellitus type 1 and type 2,” Ophthalmology 115(11), 2017–2023 (2008). [CrossRef] [PubMed]

], but these chronic effects will not be considered here.

There is little doubt that the transient changes in refraction are associated with variations in blood glucose levels but the nature of the relationship between the two parameters remains in doubt. Some authors claim that increased blood sugar leads to a myopic shift and others that the change is in the hyperopic direction [8

8. B. Huntjens and C. O’Donnell, “Refractive error changes in diabetes mellitus,” Optom. Practice 7, 103–114 (2006).

]. However, more recent work suggests that, at least in the majority of cases, when therapy is instituted to control hyperglycemia and blood glucose levels fall, the refractions first change in the hyperopic direction on the timescale of a few days or weeks and then gradually return to their baseline values on the timescale of a few weeks or months [9

9. Y. Saito, G. Ohmi, S. Kinoshita, Y. Nakamura, K. Ogawa, S. Harino, and M. Okada, “Transient hyperopia with lens swelling at initial therapy in diabetes,” Br. J. Ophthalmol. 77(3), 145–148 (1993). [CrossRef] [PubMed]

14

14. H.-Y. Li, G.-C. Luo, J. Guo, and Z. Liang, “Effects of glycemic control on refraction in diabetic patients,” Int. J. Ophthalmol. 3(2), 158–160 (2010). [PubMed]

]. Effects are similar in the two eyes of the same individual. Figure 1
Fig. 1 Example of the changes in fasting plasma glucose (FPG) levels and the mean spherical refraction, the latter given as the average for both eyes, after initiation of blood sugar control. Based on Fig. 1 of Saito et al. [9].
shows typical data for an individual patient: note particularly that the same level of refraction is found at both high and low levels of fasting plasma glucose level, so that, at least on the timescale of weeks, there is no simple linear correlation between blood glucose and refraction.

Although Saito et al. [9

9. Y. Saito, G. Ohmi, S. Kinoshita, Y. Nakamura, K. Ogawa, S. Harino, and M. Okada, “Transient hyperopia with lens swelling at initial therapy in diabetes,” Br. J. Ophthalmol. 77(3), 145–148 (1993). [CrossRef] [PubMed]

] claimed that some lens swelling occurred, most later authors (e.g., [10

10. F. Okamoto, H. Sone, T. Nonoyama, and S. Hommura, “Refractive changes in diabetic patients during intensive glycaemic control,” Br. J. Ophthalmol. 84(10), 1097–1102 (2000). [CrossRef] [PubMed]

,12

12. S. F. Lin, P. K. Lin, F. L. Chang, and R. K. Tsai, “Transient hyperopia after intensive treatment of hyperglycemia in newly diagnosed diabetes,” Ophthalmologica 223(1), 68–71 (2009). [CrossRef] [PubMed]

14

14. H.-Y. Li, G.-C. Luo, J. Guo, and Z. Liang, “Effects of glycemic control on refraction in diabetic patients,” Int. J. Ophthalmol. 3(2), 158–160 (2010). [PubMed]

] agree that the acute refractive changes are not accompanied by changes in curvatures or separations of the corneal and lenticular surfaces, or in the axial length or lens position. The retinal thickness appears also to be constant [15

15. N. G. M. Wiemer, E. M. Eekhoff, S. Simsek, R. J. Heine, P. J. Ringens, B. C. P. Polak, and M. Dubbelman, “The effect of acute hyperglycemia on retinal thickness and ocular refraction in healthy subjects,” Graefes Arch. Clin. Exp. Ophthalmol. 246(5), 703–708 (2008). [CrossRef] [PubMed]

]. It is therefore inferred that changes in refractive index, probably in the lens, must be the source of the refractive change, although this has yet to be demonstrated experimentally.

It is clear from Figs. 1 and 2 that the refractive changes are relatively slow, generally occurring over several weeks, and that the transient nature of the changes implies that two mechanisms may be involved, one relatively rapid which leads to a hyperopic change and then a slower process which approximately restores the original refractive state. It may be remarked that it is difficult to reconcile the slow timescale of these changes with the much more rapid changes in refraction, occurring within minutes, with blood sugar level found by Gwinup and Villareal [16

16. G. Gwinup and A. Villarreal, “Relationship of serum glucose concentration to changes in refraction,” Diabetes 25(1), 29–31 (1976). [CrossRef] [PubMed]

] after the injection of glucose in diabetic subjects.

As noted earlier, the absence of systematic changes in axial separations or surface curvatures of the optical components of the eye at the time that refraction is changing suggests that changes in refractive index must be involved. An analysis of the sensitivity of refraction to change in each biometric parameter supports the view that it is the equivalent refractive index of the lens that is the most important factor [17

17. W. N. Charman, “Optical modelling of the possible origins of transient refractive changes in diabetic patients,” Ophthalmic Physiol. Opt. 32(6), 485–491 (2012). [CrossRef] [PubMed]

], and this varies with the form of the gradients of refractive index within the lens.

The aim of the present paper is to attempt to understand the nature of the changes in the lenticular index gradients that could be responsible for transient refractive changes of the type illustrated in Figs. 1 and 2 and to suggest possible physiological mechanisms to cause these.

2. Optical characteristics of the lens in normal and diabetic subjects

The basic characteristics of the lens have been reviewed by Bron et al. [18

18. A. J. Bron, J. Sparrow, N. A. P. Brown, J. J. Harding, and R. Blakytny, “The lens in diabetes,” Eye (Lond.) 7(2), 260–275 (1993). [CrossRef] [PubMed]

,19

19. A. J. Bron, N. A. P. Brown, J. J. Harding, and E. Ganea, “The lens and cataract in diabetes,” Int. Ophthalmol. Clin. 38(2), 37–67 (1998). [PubMed]

]. Lens thickness increases throughout adulthood in both normals and diabetics but at any age is slightly thicker in Type 1 diabetic patients. Surface curvatures are greater in eyes of diabetics than in normals, but the equivalent refractive index is lower so that lenticular powers are similar [6

6. N. G. M. Wiemer, M. Dubbelman, P. J. Kostense, P. J. Ringens, and B. C. P. Polak, “The influence of diabetes mellitus type 1 and 2 on the thickness, shape, and equivalent refractive index of the human crystalline lens,” Ophthalmology 115(10), 1679–1686 (2008). [CrossRef] [PubMed]

,7

7. N. G. M. Wiemer, M. Dubbelman, E. A. Hermans, P. J. Ringens, and B. C. P. Polak, “Changes in the internal structure of the human crystalline lens with diabetes mellitus type 1 and type 2,” Ophthalmology 115(11), 2017–2023 (2008). [CrossRef] [PubMed]

].

The refractive index gradients in the normal lens have been studied in several ways but the most useful measurements appear to be those made using magnetic resonance imaging (MRI [20

20. C. E. Jones, D. A. Atchison, R. Meder, and J. M. Pope, “Refractive index distribution and optical properties of the isolated human lens measured using magnetic resonance imaging (MRI),” Vision Res. 45(18), 2352–2366 (2005). [CrossRef] [PubMed]

,21

21. S. Kasthurirangan, E. L. Markwell, D. A. Atchison, and J. M. Pope, “In vivo study of changes in refractive index distribution in the human crystalline lens with age and accommodation,” Invest. Ophthalmol. Vis. Sci. 49(6), 2531–2540 (2008). [CrossRef] [PubMed]

], since these are free of assumptions about the optical or ultrasonic parameters of the various media. They show a smooth increase in index from the lens surface to the center, with the gradient being highest near to the surface. However, although in younger lenses the index continues to increase until the lens center is reached, in the older lens the index remains almost constant within the nuclear region, the gradient being mainly confined to the outer layers. As yet no analogous measurements appear to have been made of the lenses of diabetic patients, but if their equivalent refractive indices differs from that of normals of similar age [6

6. N. G. M. Wiemer, M. Dubbelman, P. J. Kostense, P. J. Ringens, and B. C. P. Polak, “The influence of diabetes mellitus type 1 and 2 on the thickness, shape, and equivalent refractive index of the human crystalline lens,” Ophthalmology 115(10), 1679–1686 (2008). [CrossRef] [PubMed]

], their gradient must also differ in some way.

The age-dependence of the lenticular index-gradients suggests that transient changes in refraction might also be age-dependent, although no attempt has been made in the literature to analyze observational evidence in these terms.

3. Optical modeling of possible origins of transient refractive changes in diabetic patients

3.1. Changes in the refractive index of the aqueous

In principle, changes in the glucose concentration within the aqueous could directly cause refractive change. The refractive index of glucose solution changes by about 2.7 x 10−5 per 1 mM (or per 1 mMol/L) of glucose [22

22. V. V. Tuchin, I. L. Maksimova, D. A. Zimnyakov, I. L. Kon, A. K. Mavlutov, and A. A. Mishin, “Light propagation in tissues with controlled optical properties,” Proc. SPIE 2925, 118–142 (1996). [CrossRef]

], although the exact figure varies with temperature. If we assume that aqueous concentrations parallel those in the blood, and that blood glucose increases of the order of 10 mMol/L (180 mg/dL) occur in hyperglycemia, the corresponding index increases in the aqueous would be about 0.0003; the figure is lower if aqueous glucose levels are lower than those in the blood [23

23. P. D. Davies, G. Duncan, P. B. Pynsent, D. L. Arber, and V. A. Lucas, “Aqueous humour glucose concentration in cataract patients and its effect on the lens,” Exp. Eye Res. 39(5), 605–609 (1984). [CrossRef] [PubMed]

]. Aqueous humor index changes of this magnitude would, if occurring in isolation, produce a myopic refractive shift, but of too small a magnitude (<0.01 D) to be reliably detectable [17

17. W. N. Charman, “Optical modelling of the possible origins of transient refractive changes in diabetic patients,” Ophthalmic Physiol. Opt. 32(6), 485–491 (2012). [CrossRef] [PubMed]

]. Thus it seems much more likely that an induced change in the equivalent index of the lens is the major factor (see also [24

24. N. G. M. Wiemer and M. Dubbelman, “Reply to comment by Morteza Mehdizadeh on the publication ‘The effect of acute hyperglycaemia on retinal thickness and ocular refraction in healthy subjects’,” Graefes Arch. Clin. Exp. Ophthalmol. 246(8), 1201–1202 (2008). [CrossRef]

]).

3.2. Changes in the refractive index distribution of the lens

From the purely optical point of view, we need to gain insight into the possible changes in the normal lenticular refractive index distribution that could bring about first a fall in lens power, to produce a hyperopic refractive shift, and then a return to base level (see Fig. 1).

The power of the lens arises from the contributions of its surface powers, which depend upon the index changes across the lens boundaries, and the power conferred by the index distribution within the lens. In principle, an infinite number of different types of index distribution could occur within the lens. However, it is reasonable to argue that the physiological diffusive and other processes that are involved within the eyes of diabetics will produce smooth gradations of index, rather than abrupt discontinuities within the lens. Thus we assume here that the effect of changes in the aqueous glucose levels is to modify the normal smooth index gradients, rather than to produce gradients of totally different form, e.g., containing abrupt discontinuities.

Kasthurirangan et al. [21

21. S. Kasthurirangan, E. L. Markwell, D. A. Atchison, and J. M. Pope, “In vivo study of changes in refractive index distribution in the human crystalline lens with age and accommodation,” Invest. Ophthalmol. Vis. Sci. 49(6), 2531–2540 (2008). [CrossRef] [PubMed]

] found that their data for the axial index distribution of normal lenses were well fitted by an equation of the form proposed by Smith et al [25

25. G. Smith, D. A. Atchison, and B. K. Pierscionek, “Modeling the power of the aging human eye,” J. Opt. Soc. Am. A 9(12), 2111–2117 (1992). [CrossRef] [PubMed]

], which, following Bahrami and Goncharov [26

26. M. Bahrami and A. V. Goncharov, “Geometry-invariant gradient refractive index lens: analytical ray tracing,” J. Biomed. Opt. 17(5), 055001 (2012). [CrossRef] [PubMed]

], we write as

n(ξ)=nc+(nsnc)(ξ2)p
(1)

where ξ is the normalized distance from the center of the lens, ranging from −1 at the anterior surface to +1 at the posterior surface, and ns and nc are the refractive indices at the lens surface and center, respectively. The parameter p describes the shape of the index distribution: for low values of p the refractive index falls steadily from the lens center whereas with high p most of the changes occur relatively close to the lens surface, as in older lenses. According to Kasthurirangan et al., for the axial index profile p is about 2.45 for unaccommodated young (ca. 23 years) lenses and 3.35 for older (ca. 64 years) lenses. Normalized index distributions for these and some other p values are shown in Fig. 3
Fig. 3 Gradient index profiles according to Eq. (1) with nc = 1.415, ns = 1.37 and with different values of p. The axial distance from the lens center to the surface has been normalized to unity.
.

Bahrami and Goncharov [26

26. M. Bahrami and A. V. Goncharov, “Geometry-invariant gradient refractive index lens: analytical ray tracing,” J. Biomed. Opt. 17(5), 055001 (2012). [CrossRef] [PubMed]

] used Eq. (1) as the basis for the development of a geometry-invariant lens model, in which the iso-indicial contours always mimic the external shape of the lens, so that the normalized index profile is the same in all directions from the lens center. They gave details of how to calculate the optical characteristics of any lens with this index gradient, combined with conicoidal surfaces, and provided open source code for carrying out the calculations. In this model, in the absence of shape or thickness changes, the power of the lens can vary as result of changes in any one or in any combination of the three parameters ns, nc and p.

We use the Bahrami and Goncharov [26

26. M. Bahrami and A. V. Goncharov, “Geometry-invariant gradient refractive index lens: analytical ray tracing,” J. Biomed. Opt. 17(5), 055001 (2012). [CrossRef] [PubMed]

] model to explore the effects of changes in the three parameters, on the assumption that these might change as a result of changes in the blood glucose levels. We take the basic lens parameters and refractive indices of surrounding media from the default values of the Bahrami and Goncharov program (Table 1

Table 1. Assumed baseline values of the lens for the eye model

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), together with the p value used by Bahrami and Goncharov as typical of a 40 year-old eye. The other ocular parameters are those of the Le Grand model eye [27

27. D. A. Atchison and G. Smith, Optics of the Human Eye (Butterworth-Heinemann, Oxford, 2000), p.251.

]. The use of these baseline parameters leads to a hyperopic model eye (refraction + 2.47 D). We have not adjusted the eye parameters to give an emmetropic model, since the effects under consideration apply whatever the initial ametropia. Numerical results are shown in Table 2

Table 2. Effect of changes in each of the parameters of the lenticular refractive index gradient on the surface (F1, F2), gradient index (GI) and total lens powers (Diopters), together with the resultant ocular refraction

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and more extended sets are given in Figs. 4
Fig. 4 Effects of varying ns (left) and nc (right) on lens power, GI power and refraction. Other parameters are held constant.
and 5
Fig. 5 Effect of changes in p on lens power, GI power and refraction for central refractive index values of nc = 1.41 and 1.415. Surface refractive index ns is 1.37.
.

It can be seen from Table 2 that an increase in surface index ns by 0.005 increases the surface powers as a result of the increased change in refractive index across the lens boundaries. However, this is accompanied by a decrease in gradient index (GI) power due to the decrease in the overall range of index values within the lens. Correspondingly, a decrease in ns will reduce the surface powers but increase the GI power. Thus the overall power of the lens and the final refraction of the eye are relatively insensitive to changes in ns.

The surface powers are unaffected by changes in the center index nc, since this does not affect the index change across the lens surfaces. Thus, when nc is reduced by 0.005 to 1.410, the surface powers remain the same as those at baseline but the GI power is reduced by 1.3 D because the overall range of index change is reduced. Note, however, that the GI power is the same as that found for a 0.005 increase in ns, since the total surface-to-center range of refractive index is the same in both cases (0.04). A reduction in nc, if ns remains fixed, causes a fairly substantial drop in lens power and hence a marked hyperopic shift in refraction (+0.84 D for a reduction of 0.005 in nc).

An increase in p, from 3.13 to 4, has no effect on the surface powers but reduces the GI power and, in turn, the total lens power. This shifts the refraction in the hyperopic direction.

Figure 4 shows changes in powers and refraction with changes in the refractive indices at the surface and center of the lens. For modest index changes in the range −0.005 to +0.005, the lenticular powers vary linearly. Note that the GI power changes are the same in both plots, except that the gradients of the regression lines are opposite in sign. As noted earlier, ocular refraction is more sensitive to changes in nc than to those in ns.

Figure 5 shows how p affects the lens powers and overall ocular refraction. Evidently a hyperopic shift requires a higher p value, corresponding to a wider central plateau of near-constant refractive index (see Fig. 3), and is enhanced if nc also reduces. However an increase of p to 6 and a reduction of nc to 1.41 yield a hyperopic change of only 1.4 D (Fig. 5), much less than the observed shift of around 4 D illustrated in Fig. 1. To obtain a 4D hyperopic shift from the baseline refraction of 2.47 D, i.e., a refraction of +6.47 D, would require that, if p became very large so that the refractive index was nearly constant through the volume of the lens, the central (and near-surface) indices would have to have a value of about 1.395.

Overall, these results suggest that a hyperopic shift in the refraction of the eye is most likely to be caused by a reduction in the central index of the lens, enhanced by a flattening of the index gradient over the nuclear region. Such a process might be initiated by the changes in osmotic pressure across the lens boundary induced by the abrupt fall in the glucose concentration in the aqueous. It has been speculated that water might be drawn into the lens and that permeability of the lens membranes to glucose, fructose and other molecules would be affected [18

18. A. J. Bron, J. Sparrow, N. A. P. Brown, J. J. Harding, and R. Blakytny, “The lens in diabetes,” Eye (Lond.) 7(2), 260–275 (1993). [CrossRef] [PubMed]

]. The nuclear region, with its relatively higher index would be more vulnerable to such changes. Initially, then, the nuclear index nc would fall and the p-value of the index gradients would increase, with a wider index plateau developing (Fig. 6
Fig. 6 Illustration of the changes in index profile that could bring about first a hyperopic change and then a myopic change.
). The extent of these index changes, and the associated hyperopic shift, would depend upon the magnitude of the change in blood glucose levels following therapy. With the nuclear region depleted of mobile molecules, those in the surface layers would continue to move out of the lens, making the index gradient less steep in the outer part of the lens and moving the refraction back in the myopic direction, until a new equilibrium index distribution was established. This would have a lower p value than the original index distribution, with lower central values of refractive index. Undoubtedly the nature of the biochemical and other changes is much more complex than is sketched here (e.g., [18

18. A. J. Bron, J. Sparrow, N. A. P. Brown, J. J. Harding, and R. Blakytny, “The lens in diabetes,” Eye (Lond.) 7(2), 260–275 (1993). [CrossRef] [PubMed]

,19

19. A. J. Bron, N. A. P. Brown, J. J. Harding, and E. Ganea, “The lens and cataract in diabetes,” Int. Ophthalmol. Clin. 38(2), 37–67 (1998). [PubMed]

,28

28. S. Roxburgh, “The conundrum of sweet hyperopia,” Br. J. Ophthalmol. 84(10), 1088–1089 (2000). [CrossRef] [PubMed]

]) and we offer no explanation for their timescale but, optically, the general nature of the changes envisaged appears plausible.

Figure 6 illustrates the general nature of the suggested changes in the lenticular index profile. In the absence of suitable experimental measurements, the parameter values are chosen to illustrate effects that might be involved. It is assumed that initially (black solid curve) the lens has the parameters given in Table 1, including ns = 1.37, nc = 1.415 and p = 3.13, yielding a refraction of +2.47 D. When the glucose concentration is reduced, the already-low surface index of the lens is unlikely to fall very far towards the aqueous index of 1.336, since the integrity of the lens demands a reasonable protein concentration: for simplicity, ns is therefore assumed to remain constant. The major effect of a fall in aqueous glucose concentration is on the refractive index in the central regions of the lens, nc, which in Fig. 6 is assumed to reduce to 1.400 over the central region (red medium dashed curve). This process changes the value of p to 5, with most of the index change occurring near the lens surface, and the refraction to +5.30 D, i.e., a hyperopic shift of +2.83 D. Further internal changes and molecular exchanges between the lens and aqueous smooth the index profile (blue short dashed curve) to give p = 1.5, when the refraction changes to +3.63 D, i.e., a myopic shift of −1.63 D.

The assumptions used in Fig. 6 mean that the initial hyperopic shift is incompletely compensated by the subsequent changes in the direction of myopia. Further adjustments in index parameters of the model could be made to yield complete compensation, but we do not feel that such an exercise is justified at present, in view of the uncertainties about the initial index profiles in the lens of a patient who in experiencing hyperglycemia. Additionally, it can reasonably be argued that the assumption that the original index profile is “normal” is unlikely to be correct and that the refraction of the diabetic patient with hyperglycemia has already shifted in the myopic direction as a result of the high blood glucose levels. Such a change might be caused by an increase in the refractive index of the more superficial layers of the lens as a result of glucose penetration. This would increase surface power and, if accompanied by a decrease in p would lead to a change of refraction in the myopic direction. For example, an increase of ns from 1.37 to 1.375 accompanied by a decrease in p to 2 would lead to a change in refraction from +2.47 D to +1.77 D. The picture is complicated by the observation that the surface curvatures are steeper and the thickness is greater in the lenses of diabetics than in normals [6

6. N. G. M. Wiemer, M. Dubbelman, P. J. Kostense, P. J. Ringens, and B. C. P. Polak, “The influence of diabetes mellitus type 1 and 2 on the thickness, shape, and equivalent refractive index of the human crystalline lens,” Ophthalmology 115(10), 1679–1686 (2008). [CrossRef] [PubMed]

,18

18. A. J. Bron, J. Sparrow, N. A. P. Brown, J. J. Harding, and R. Blakytny, “The lens in diabetes,” Eye (Lond.) 7(2), 260–275 (1993). [CrossRef] [PubMed]

], although in fact ocular refraction is not very sensitive to changes in these parameters [17

17. W. N. Charman, “Optical modelling of the possible origins of transient refractive changes in diabetic patients,” Ophthalmic Physiol. Opt. 32(6), 485–491 (2012). [CrossRef] [PubMed]

]. In any case, the exact effects are likely to depend upon the age, biometric parameters and other characteristics of the individual eye.

4. Discussion

The present results are obviously limited by the assumptions of the lens model used and the uncertainties over the initial distribution of refractive index within the lens of the eye of the diabetic patient during hyperglycemia and prior to treatment. Nevertheless, the important finding is that it appears possible to account for observed hyperopic refractive shifts after the initiation of therapy for hyperglycemia, and the subsequent recovery, on the basis of physiologically-plausible changes in the distribution of refractive index within the lens.

Progress in understanding the exact nature of these lenticular changes depends on better information on how the lens of the diabetic patient differs from that of a normal individual of the same age (e.g., [3

3. N. Brown and J. Hungerford, “The influence of the size of the lens in ocular disease,” Trans. Ophthalmol. Soc. U. K. 102(Pt 3), 359–363 (1982). [PubMed]

7

7. N. G. M. Wiemer, M. Dubbelman, E. A. Hermans, P. J. Ringens, and B. C. P. Polak, “Changes in the internal structure of the human crystalline lens with diabetes mellitus type 1 and type 2,” Ophthalmology 115(11), 2017–2023 (2008). [CrossRef] [PubMed]

]). As noted earlier, no information is available on the internal index gradients of DM lenses, although Wiemer et al. [6

6. N. G. M. Wiemer, M. Dubbelman, P. J. Kostense, P. J. Ringens, and B. C. P. Polak, “The influence of diabetes mellitus type 1 and 2 on the thickness, shape, and equivalent refractive index of the human crystalline lens,” Ophthalmology 115(10), 1679–1686 (2008). [CrossRef] [PubMed]

] found that the lenses of a group of patients with DM type 1 were significantly thicker and more convex than those of a control group and that their equivalent refractive index was also significantly lower. These differences increased with the duration of DM. On the other hand no differences in lens parameters were found between DM type 2 patients and controls.

[OP]=01n(ξ)dξ=01[nc+(nsnc)(ξ2)p]dξ=[ncξ+(nsnc)ξ2p+1/(2p+1)]01=nc+(nsnc)/(2p+1)=nav

since the normalized true path is 1.0 (see also Eq. (16) in Ref. [26

26. M. Bahrami and A. V. Goncharov, “Geometry-invariant gradient refractive index lens: analytical ray tracing,” J. Biomed. Opt. 17(5), 055001 (2012). [CrossRef] [PubMed]

]).

Figure 7
Fig. 7 Average refractive index that must be used to obtain the correct lens thickness from a measurement of optical pathlength as a function of the refractive index parameter p.
shows the dependence of this “ideal” average index as a function of p for the baseline case assumed earlier where nc = 1.415 and ns = 1.37.

There is clearly a need for further in vitro and in vivo measurements of the index distribution of the lenses in the eyes of patients with diabetes. Magnetic resonance imaging techniques such as those employed by Jones et al. [20

20. C. E. Jones, D. A. Atchison, R. Meder, and J. M. Pope, “Refractive index distribution and optical properties of the isolated human lens measured using magnetic resonance imaging (MRI),” Vision Res. 45(18), 2352–2366 (2005). [CrossRef] [PubMed]

] and Kasthurirangan et al. [21

21. S. Kasthurirangan, E. L. Markwell, D. A. Atchison, and J. M. Pope, “In vivo study of changes in refractive index distribution in the human crystalline lens with age and accommodation,” Invest. Ophthalmol. Vis. Sci. 49(6), 2531–2540 (2008). [CrossRef] [PubMed]

] would appear to be particularly useful here, since these are free of the assumptions about constant refractive indices and velocities inherent in PCI and ultrasonic techniques. However, the applicability of the calibration process to diabetic lenses remains to be validated and volumetric resolution is limited. It may be that PCI methods as at present applied to in vitro studies [32

32. A. de Castro, S. Ortiz, E. Gambra, D. Siedlecki, and S. Marcos, “Three-dimensional reconstruction of the crystalline lens gradient index distribution from OCT imaging,” Opt. Express 18(21), 21905–21917 (2010). [CrossRef] [PubMed]

] can be further developed for in vivo work.

References and links

1.

W. S. Duke-Elder, “Changes in refraction in diabetes mellitus,” Br. J. Ophthalmol. 9(4), 167–187 (1925). [CrossRef] [PubMed]

2.

N. G. M. Wiemer, M. Dubbelman, P. J. Ringens, and B. C. Polak, “Measuring the refractive properties of the diabetic eye during blurred vision and hyperglycaemia using aberrometry and Scheimpflug imaging,” Acta Ophthalmol. (Copenh.) 87(2), 176–182 (2009). [CrossRef] [PubMed]

3.

N. Brown and J. Hungerford, “The influence of the size of the lens in ocular disease,” Trans. Ophthalmol. Soc. U. K. 102(Pt 3), 359–363 (1982). [PubMed]

4.

J. M. Sparrow, A. J. Bron, N. A. Brown, and H. A. Neil, “Biometry of the crystalline lens in early-onset diabetes,” Br. J. Ophthalmol. 74(11), 654–660 (1990). [CrossRef] [PubMed]

5.

N. G. M. Wiemer, M. Dubbelman, P. J. Kostense, P. J. Ringens, and B. C. P. Polak, “The influence of chronic diabetes mellitus on the thickness and the shape of the anterior and posterior surface of the cornea,” Cornea 26(10), 1165–1170 (2007). [CrossRef] [PubMed]

6.

N. G. M. Wiemer, M. Dubbelman, P. J. Kostense, P. J. Ringens, and B. C. P. Polak, “The influence of diabetes mellitus type 1 and 2 on the thickness, shape, and equivalent refractive index of the human crystalline lens,” Ophthalmology 115(10), 1679–1686 (2008). [CrossRef] [PubMed]

7.

N. G. M. Wiemer, M. Dubbelman, E. A. Hermans, P. J. Ringens, and B. C. P. Polak, “Changes in the internal structure of the human crystalline lens with diabetes mellitus type 1 and type 2,” Ophthalmology 115(11), 2017–2023 (2008). [CrossRef] [PubMed]

8.

B. Huntjens and C. O’Donnell, “Refractive error changes in diabetes mellitus,” Optom. Practice 7, 103–114 (2006).

9.

Y. Saito, G. Ohmi, S. Kinoshita, Y. Nakamura, K. Ogawa, S. Harino, and M. Okada, “Transient hyperopia with lens swelling at initial therapy in diabetes,” Br. J. Ophthalmol. 77(3), 145–148 (1993). [CrossRef] [PubMed]

10.

F. Okamoto, H. Sone, T. Nonoyama, and S. Hommura, “Refractive changes in diabetic patients during intensive glycaemic control,” Br. J. Ophthalmol. 84(10), 1097–1102 (2000). [CrossRef] [PubMed]

11.

V. K. Srivastava, “Acute incapacitating hyperopia during hypoglycemic treatment,” Med. J. Armed Forces India 59(4), 353–354 (2003). [CrossRef]

12.

S. F. Lin, P. K. Lin, F. L. Chang, and R. K. Tsai, “Transient hyperopia after intensive treatment of hyperglycemia in newly diagnosed diabetes,” Ophthalmologica 223(1), 68–71 (2009). [CrossRef] [PubMed]

13.

C. Giusti, “Transient hyperopic refractive changes in newly diagnosed juvenile diabetes,” Swiss Med. Wkly. 133(13-14), 200–205 (2003). [PubMed]

14.

H.-Y. Li, G.-C. Luo, J. Guo, and Z. Liang, “Effects of glycemic control on refraction in diabetic patients,” Int. J. Ophthalmol. 3(2), 158–160 (2010). [PubMed]

15.

N. G. M. Wiemer, E. M. Eekhoff, S. Simsek, R. J. Heine, P. J. Ringens, B. C. P. Polak, and M. Dubbelman, “The effect of acute hyperglycemia on retinal thickness and ocular refraction in healthy subjects,” Graefes Arch. Clin. Exp. Ophthalmol. 246(5), 703–708 (2008). [CrossRef] [PubMed]

16.

G. Gwinup and A. Villarreal, “Relationship of serum glucose concentration to changes in refraction,” Diabetes 25(1), 29–31 (1976). [CrossRef] [PubMed]

17.

W. N. Charman, “Optical modelling of the possible origins of transient refractive changes in diabetic patients,” Ophthalmic Physiol. Opt. 32(6), 485–491 (2012). [CrossRef] [PubMed]

18.

A. J. Bron, J. Sparrow, N. A. P. Brown, J. J. Harding, and R. Blakytny, “The lens in diabetes,” Eye (Lond.) 7(2), 260–275 (1993). [CrossRef] [PubMed]

19.

A. J. Bron, N. A. P. Brown, J. J. Harding, and E. Ganea, “The lens and cataract in diabetes,” Int. Ophthalmol. Clin. 38(2), 37–67 (1998). [PubMed]

20.

C. E. Jones, D. A. Atchison, R. Meder, and J. M. Pope, “Refractive index distribution and optical properties of the isolated human lens measured using magnetic resonance imaging (MRI),” Vision Res. 45(18), 2352–2366 (2005). [CrossRef] [PubMed]

21.

S. Kasthurirangan, E. L. Markwell, D. A. Atchison, and J. M. Pope, “In vivo study of changes in refractive index distribution in the human crystalline lens with age and accommodation,” Invest. Ophthalmol. Vis. Sci. 49(6), 2531–2540 (2008). [CrossRef] [PubMed]

22.

V. V. Tuchin, I. L. Maksimova, D. A. Zimnyakov, I. L. Kon, A. K. Mavlutov, and A. A. Mishin, “Light propagation in tissues with controlled optical properties,” Proc. SPIE 2925, 118–142 (1996). [CrossRef]

23.

P. D. Davies, G. Duncan, P. B. Pynsent, D. L. Arber, and V. A. Lucas, “Aqueous humour glucose concentration in cataract patients and its effect on the lens,” Exp. Eye Res. 39(5), 605–609 (1984). [CrossRef] [PubMed]

24.

N. G. M. Wiemer and M. Dubbelman, “Reply to comment by Morteza Mehdizadeh on the publication ‘The effect of acute hyperglycaemia on retinal thickness and ocular refraction in healthy subjects’,” Graefes Arch. Clin. Exp. Ophthalmol. 246(8), 1201–1202 (2008). [CrossRef]

25.

G. Smith, D. A. Atchison, and B. K. Pierscionek, “Modeling the power of the aging human eye,” J. Opt. Soc. Am. A 9(12), 2111–2117 (1992). [CrossRef] [PubMed]

26.

M. Bahrami and A. V. Goncharov, “Geometry-invariant gradient refractive index lens: analytical ray tracing,” J. Biomed. Opt. 17(5), 055001 (2012). [CrossRef] [PubMed]

27.

D. A. Atchison and G. Smith, Optics of the Human Eye (Butterworth-Heinemann, Oxford, 2000), p.251.

28.

S. Roxburgh, “The conundrum of sweet hyperopia,” Br. J. Ophthalmol. 84(10), 1088–1089 (2000). [CrossRef] [PubMed]

29.

A. Huggert, “The appearance of the crystalline lens during different stages of transitory changes of refraction. II,” Acta Ophthalmol. (Copenh.) 32(4), 375–389 (1954). [CrossRef] [PubMed]

30.

J. T. Planten, “Changes of refraction in the adult eye due to changing refractive indices of the layers of the lens,” Ophthalmologica 183(2), 86–90 (1981). [CrossRef] [PubMed]

31.

D. J. Coleman, F. L. Lizzi, L. A. Franzen, and D. H. Abramson, “A determination of the velocity of ultrasound in cataractous lenses,” Bibl. Ophthalmol. 83(83), 246–251 (1975). [PubMed]

32.

A. de Castro, S. Ortiz, E. Gambra, D. Siedlecki, and S. Marcos, “Three-dimensional reconstruction of the crystalline lens gradient index distribution from OCT imaging,” Opt. Express 18(21), 21905–21917 (2010). [CrossRef] [PubMed]

OCIS Codes
(330.4460) Vision, color, and visual optics : Ophthalmic optics and devices
(330.7326) Vision, color, and visual optics : Visual optics, modeling

ToC Category:
Ophthalmology Applications

History
Original Manuscript: July 27, 2012
Revised Manuscript: October 6, 2012
Manuscript Accepted: October 16, 2012
Published: October 31, 2012

Citation
W. Neil Charman, Adnan, and David A. Atchison, "Gradients of refractive index in the crystalline lens and transient changes in refraction among patients with diabetes," Biomed. Opt. Express 3, 3033-3042 (2012)
http://www.opticsinfobase.org/boe/abstract.cfm?URI=boe-3-12-3033


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References

  1. W. S. Duke-Elder, “Changes in refraction in diabetes mellitus,” Br. J. Ophthalmol.9(4), 167–187 (1925). [CrossRef] [PubMed]
  2. N. G. M. Wiemer, M. Dubbelman, P. J. Ringens, and B. C. Polak, “Measuring the refractive properties of the diabetic eye during blurred vision and hyperglycaemia using aberrometry and Scheimpflug imaging,” Acta Ophthalmol. (Copenh.)87(2), 176–182 (2009). [CrossRef] [PubMed]
  3. N. Brown and J. Hungerford, “The influence of the size of the lens in ocular disease,” Trans. Ophthalmol. Soc. U. K.102(Pt 3), 359–363 (1982). [PubMed]
  4. J. M. Sparrow, A. J. Bron, N. A. Brown, and H. A. Neil, “Biometry of the crystalline lens in early-onset diabetes,” Br. J. Ophthalmol.74(11), 654–660 (1990). [CrossRef] [PubMed]
  5. N. G. M. Wiemer, M. Dubbelman, P. J. Kostense, P. J. Ringens, and B. C. P. Polak, “The influence of chronic diabetes mellitus on the thickness and the shape of the anterior and posterior surface of the cornea,” Cornea26(10), 1165–1170 (2007). [CrossRef] [PubMed]
  6. N. G. M. Wiemer, M. Dubbelman, P. J. Kostense, P. J. Ringens, and B. C. P. Polak, “The influence of diabetes mellitus type 1 and 2 on the thickness, shape, and equivalent refractive index of the human crystalline lens,” Ophthalmology115(10), 1679–1686 (2008). [CrossRef] [PubMed]
  7. N. G. M. Wiemer, M. Dubbelman, E. A. Hermans, P. J. Ringens, and B. C. P. Polak, “Changes in the internal structure of the human crystalline lens with diabetes mellitus type 1 and type 2,” Ophthalmology115(11), 2017–2023 (2008). [CrossRef] [PubMed]
  8. B. Huntjens and C. O’Donnell, “Refractive error changes in diabetes mellitus,” Optom. Practice7, 103–114 (2006).
  9. Y. Saito, G. Ohmi, S. Kinoshita, Y. Nakamura, K. Ogawa, S. Harino, and M. Okada, “Transient hyperopia with lens swelling at initial therapy in diabetes,” Br. J. Ophthalmol.77(3), 145–148 (1993). [CrossRef] [PubMed]
  10. F. Okamoto, H. Sone, T. Nonoyama, and S. Hommura, “Refractive changes in diabetic patients during intensive glycaemic control,” Br. J. Ophthalmol.84(10), 1097–1102 (2000). [CrossRef] [PubMed]
  11. V. K. Srivastava, “Acute incapacitating hyperopia during hypoglycemic treatment,” Med. J. Armed Forces India59(4), 353–354 (2003). [CrossRef]
  12. S. F. Lin, P. K. Lin, F. L. Chang, and R. K. Tsai, “Transient hyperopia after intensive treatment of hyperglycemia in newly diagnosed diabetes,” Ophthalmologica223(1), 68–71 (2009). [CrossRef] [PubMed]
  13. C. Giusti, “Transient hyperopic refractive changes in newly diagnosed juvenile diabetes,” Swiss Med. Wkly.133(13-14), 200–205 (2003). [PubMed]
  14. H.-Y. Li, G.-C. Luo, J. Guo, and Z. Liang, “Effects of glycemic control on refraction in diabetic patients,” Int. J. Ophthalmol.3(2), 158–160 (2010). [PubMed]
  15. N. G. M. Wiemer, E. M. Eekhoff, S. Simsek, R. J. Heine, P. J. Ringens, B. C. P. Polak, and M. Dubbelman, “The effect of acute hyperglycemia on retinal thickness and ocular refraction in healthy subjects,” Graefes Arch. Clin. Exp. Ophthalmol.246(5), 703–708 (2008). [CrossRef] [PubMed]
  16. G. Gwinup and A. Villarreal, “Relationship of serum glucose concentration to changes in refraction,” Diabetes25(1), 29–31 (1976). [CrossRef] [PubMed]
  17. W. N. Charman, “Optical modelling of the possible origins of transient refractive changes in diabetic patients,” Ophthalmic Physiol. Opt.32(6), 485–491 (2012). [CrossRef] [PubMed]
  18. A. J. Bron, J. Sparrow, N. A. P. Brown, J. J. Harding, and R. Blakytny, “The lens in diabetes,” Eye (Lond.)7(2), 260–275 (1993). [CrossRef] [PubMed]
  19. A. J. Bron, N. A. P. Brown, J. J. Harding, and E. Ganea, “The lens and cataract in diabetes,” Int. Ophthalmol. Clin.38(2), 37–67 (1998). [PubMed]
  20. C. E. Jones, D. A. Atchison, R. Meder, and J. M. Pope, “Refractive index distribution and optical properties of the isolated human lens measured using magnetic resonance imaging (MRI),” Vision Res.45(18), 2352–2366 (2005). [CrossRef] [PubMed]
  21. S. Kasthurirangan, E. L. Markwell, D. A. Atchison, and J. M. Pope, “In vivo study of changes in refractive index distribution in the human crystalline lens with age and accommodation,” Invest. Ophthalmol. Vis. Sci.49(6), 2531–2540 (2008). [CrossRef] [PubMed]
  22. V. V. Tuchin, I. L. Maksimova, D. A. Zimnyakov, I. L. Kon, A. K. Mavlutov, and A. A. Mishin, “Light propagation in tissues with controlled optical properties,” Proc. SPIE2925, 118–142 (1996). [CrossRef]
  23. P. D. Davies, G. Duncan, P. B. Pynsent, D. L. Arber, and V. A. Lucas, “Aqueous humour glucose concentration in cataract patients and its effect on the lens,” Exp. Eye Res.39(5), 605–609 (1984). [CrossRef] [PubMed]
  24. N. G. M. Wiemer and M. Dubbelman, “Reply to comment by Morteza Mehdizadeh on the publication ‘The effect of acute hyperglycaemia on retinal thickness and ocular refraction in healthy subjects’,” Graefes Arch. Clin. Exp. Ophthalmol.246(8), 1201–1202 (2008). [CrossRef]
  25. G. Smith, D. A. Atchison, and B. K. Pierscionek, “Modeling the power of the aging human eye,” J. Opt. Soc. Am. A9(12), 2111–2117 (1992). [CrossRef] [PubMed]
  26. M. Bahrami and A. V. Goncharov, “Geometry-invariant gradient refractive index lens: analytical ray tracing,” J. Biomed. Opt.17(5), 055001 (2012). [CrossRef] [PubMed]
  27. D. A. Atchison and G. Smith, Optics of the Human Eye (Butterworth-Heinemann, Oxford, 2000), p.251.
  28. S. Roxburgh, “The conundrum of sweet hyperopia,” Br. J. Ophthalmol.84(10), 1088–1089 (2000). [CrossRef] [PubMed]
  29. A. Huggert, “The appearance of the crystalline lens during different stages of transitory changes of refraction. II,” Acta Ophthalmol. (Copenh.)32(4), 375–389 (1954). [CrossRef] [PubMed]
  30. J. T. Planten, “Changes of refraction in the adult eye due to changing refractive indices of the layers of the lens,” Ophthalmologica183(2), 86–90 (1981). [CrossRef] [PubMed]
  31. D. J. Coleman, F. L. Lizzi, L. A. Franzen, and D. H. Abramson, “A determination of the velocity of ultrasound in cataractous lenses,” Bibl. Ophthalmol.83(83), 246–251 (1975). [PubMed]
  32. A. de Castro, S. Ortiz, E. Gambra, D. Siedlecki, and S. Marcos, “Three-dimensional reconstruction of the crystalline lens gradient index distribution from OCT imaging,” Opt. Express18(21), 21905–21917 (2010). [CrossRef] [PubMed]

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