Lighting Standards Revisited: Introduction of a Mathematical Model for the Assessment of the Impact of Illuminance on Visual Acuity

Georgios Labiris, Eirini-Kanella Panagiotopoulou, Sergios Taliantzis, Asli Perente, Konstantinos Delibasis, Lambros T Doulos, Georgios Labiris, Eirini-Kanella Panagiotopoulou, Sergios Taliantzis, Asli Perente, Konstantinos Delibasis, Lambros T Doulos

Abstract

Purpose: Primary objective of present study is to introduce a contemporary methodology for the lighting standards update addressing both normophakic and pseudophakic patients.

Methods: For the sake of our study, we theoretically estimated the intraocular-to-crystalline lens iIluminance ratio (ICIR) and the intraocular lens (IOL) luminous efficiency function VIOL(λ) as a new lighting benefit metric. Then, in a sample of 24 pseudophakic patients (38 eyes) implanted with the trifocal diffractive IOL Panoptix (SG) and in a control group (CG) of 28 normophakic participants (50 eyes), uncorrected distance visual acuity (UDVA) was measured at illuminance of 550lx (optimal UDVA). Following dark adaptation, illuminance was gradually raised from 20 lx until illuminance level that the patient reached his/her optimal UDVA. This measured illuminance at this point was defined as the minimum required illuminance level (MRIL). MRIL and UDVA for illuminance levels between 20 and 550lx in SG were compared with the corresponding values in CG. MRIL calculation allowed the construction of a predictive mathematical model that estimates the impact of environmental lighting on UDVA.

Results: ICIR for Panoptix eyes ranged from 54.00% to 55.99%. Both groups had significantly higher UDVA at 550lx compared to 20lx (p < 0.05). CG had significantly higher UDVA than SG at 20lx (7.20 letters, p = 0.045), while no significant difference was detected at 550lx (0.40 letters, p = 0.883). SG required significantly more illuminance than CG to maintain their UDVA (MRILSG= 191.05lx, MRILCG= 122lx, p = 0.007). Our predictive model suggests suboptimal UDVA in a series of lighting directives for normophakic and Panoptix eyes.

Conclusion: This is the first study to introduce the VIOL(λ) as a new lighting benefit metric and a mathematical model that quantifies the impact of illuminance on UDVA in normophakic and pseudophakic patients.

Clinicaltrialsgov identifier: NCT04263636.

Keywords: illuminance; light transmission; lighting standards; luminous efficiency function; multifocal intraocular lens.

Conflict of interest statement

The authors report no conflicts of interest in this work.

© 2021 Labiris et al.

Figures

Figure 1
Figure 1
Layout of experimental facility room (dimmable luminaires, illuminance meter, visual acuity chart, lighting control system, etc.).
Figure 2
Figure 2
Illumination distribution according to RELUX simulation tool.
Figure 3
Figure 3
Relative luminous efficiency functions. V(λ) is the original photopic luminous efficiency function. VPanoptix(λ) is the modified photopic luminous efficiency function for pseudophakic eyes implanted with Panoptix IOLs. Vpanoptix(λ) lower values = V(λ) for the lower transmittance values for the distant focal point of Panoptix IOL. Vpanoptix(λ) upper values = V(λ) for the upper transmittance values for the distant focal point of Panoptix IOL.
Figure 4
Figure 4
Τhe spectral transmittance values for the distant focal point of Panoptix IOL in comparison with a 53-year-old crystalline lens. Vpanoptix(λ) lower values = V(λ) for the lower transmittance values for the distant focal point of Panoptix IOL. Vpanoptix(λ) upper values = V(λ) for the upper transmittance values for the distant focal point of Panoptix IOL.
Figure 5
Figure 5
Actual relative spectral radiant flux emitted from the selected light sources.
Figure 6
Figure 6
Percentile UDVA for study and control group at different illuminance levels. . .
Figure 7
Figure 7
Necessary additional illuminance of study group for equal percentile UDVA with control group (xSGeq - x) for different illuminance levels. , where γ = (100–2.4) %.
Figure 8
Figure 8
Additional percentile illuminance (xSGeq - x)/x needed in study group for equal percentile UDVA with control group. , where γ = (100–2.4) %.

References

    1. Sliney DH. What is light? The visible spectrum and beyond. Eye (Lond). 2016;30:222–229. doi:10.1038/eye.2015.252
    1. Rea MS. The lumen seen in a new light: making distinctions between light, lighting and neuroscience. Light Res Technol. 2015;47:259–280. doi:10.1177/1477153514527599
    1. Rea MS. New benefit metrics for more valuable lighting. J Light Vis Environ. 2013;37:41–45. doi:10.2150/jlve.IEIJ130000498
    1. CIE. CIE system for metrology of optical radiation for ipRGC-influenced responses to light. Vienna: CIE Central Bureau; 2018. CIE S 026/E: 2018.
    1. CIE. What to document and report in studies of ipRGC-influenced responses to light. Vienna: CIE Central Bureau; 2020. CIE TN 011:2020.
    1. Nylén P, Favero F, Glimne S, Teär Fahnehjelm K, Eklund J. Vision, light and aging: a literature overview on older-age workers. Work. 2014;47:399–412. doi:10.3233/WOR-141832
    1. Werner JS, Peterzell DH, Scheetz AJ. Light, vision, and aging. Optom Vis Sci. 1990;67:214–229. doi:10.1097/00006324-199003000-00013
    1. Butler M, McMullan K, Ryan SE. Lighting prescriptions for low vision. J Hous Elderly. 2019;33:189–203. doi:10.1080/02763893.2018.1534175
    1. Artigas JM, Felipe A, Navea A, Fandiño A, Artigas C. Spectral transmission of the human crystalline lens in adult and elderly persons: color and total transmission of visible light. Invest Ophthalmol Vis Sci. 2012;53:4076–4084. doi:10.1167/iovs.12-9471
    1. Kauh CY, Blachley TS, Lichter PR, Lee PP, Stein JD. Geographic variation in the rate and timing of cataract surgery among US communities. JAMA Ophthalmol. 2016;134:267–276. doi:10.1001/jamaophthalmol.2015.5322
    1. Schallhorn SC, Schallhorn JM, Pelouskova M, et al. Refractive lens exchange in younger and older presbyopes: comparison of complication rates, 3 months clinical and patient-reported outcomes. Clin Ophthalmol. 2017;11:1569–1581. doi:10.2147/OPTH.S143201
    1. European Norm 12464-1: Light and lighting — lighting of work places. Part 1: indoor work places. BSI Standards Publication; 2011. Available from: . Accessed November 17, 2021
    1. European Norm 12464-2: Light and lighting—lighting of work places Part 2: outdoor work places. Brussels, Belgium: CEN; 2014.
    1. Boettner EA, Wolter JR. Transmission of ocular media. Invest Ophthalmol. 1962;1:777–783.
    1. Illuminating Engineering Society. The IES Lighting Handbook. 10th ed. New York; 2011.
    1. European Norm 12464-1: Light and lighting - Lighting of work places - Part 1: indoor work places; 2019. Available from: . Accessed November 18, 2021.
    1. Doulos LT, Tsangrassoulis A, Madias EN, et al. Examining the impact of daylighting and the corresponding lighting controls to the users of office buildings. Energies. 2020;13:4024. doi:10.3390/en13154024
    1. Li X, Kelly D, Nolan JM, Dennison JL, Beatty S. The evidence informing the surgeon’s selection of intraocular lens on the basis of light transmittance properties. Eye (Lond). 2017;31:258–272. doi:10.1038/eye.2016.266
    1. AcrySof IQ Panoptix, Summary of Safety and Effectiveness data. Fort Worth, TX: Alcon Laboratories, Inc; 2019. Available from: . Accessed June 22, 2021.
    1. Lamb TD, Pugh EN Jr. Dark adaptation and the retinoid cycle of vision. Prog Retin Eye Res. 2004;23:307–380. doi:10.1016/j.preteyeres.2004.03.001
    1. Thibos LN, Lopez-Gil N, Bradley A. What is a troland? J Opt Soc Am a Opt Image Sci Vis. 2018;35:813–816. doi:10.1364/JOSAA.35.000813
    1. Ryu SY, Kim J, Hong JH, Chung EJ. Incidence and characteristics of cataract surgery in South Korea from 2011 to 2015: a nationwide population-based study. Clin Exp Ophthalmol. 2020;48:319–327. doi:10.1111/ceo.13705
    1. Panagiotopoulou EK, Ntonti P, Vlachou E, Georgantzoglou K, Labiris G. Patients’ expectations in lens extraction surgery: a systematic review. Acta Med (Hradec Kralove). 2018;61:115–124. doi:10.14712/18059694.2018.129
    1. Labiris G, Ntonti P, Patsiamanidi M, Sideroudi H, Georgantzoglou K, Kozobolis VP. Evaluation of activities of daily living following pseudophakic presbyopic correction. Eye Vis (Lond). 2017;4:2. doi:10.1186/s40662-016-0067-1
    1. Labiris G, Ntonti P, Panagiotopoulou EK, et al. Impact of light conditions on reading ability following multifocal pseudophakic corrections. Clin Ophthalmol. 2018;12:2639–2646. doi:10.2147/OPTH.S180766
    1. Lee S, Choi M, Xu Z, Zhao Z, Alexander E, Liu Y. Optical bench performance of a novel trifocal intraocular lens compared with a multifocal intraocular lens. Clin Ophthalmol. 2016;10:1031–1038. doi:10.2147/OPTH.S106646
    1. Sudhir RR, Dey A, Bhattacharrya S, Bahulayan A. AcrySof IQ PanOptix intraocular lens versus extended depth of focus intraocular lens and trifocal intraocular lens: a clinical overview. Asia Pac J Ophthalmol (Phila). 2019;8:335–849. doi:10.1097/APO.0000000000000253
    1. Brown MM, Brown GC, Sharma S, Landy J, Bakal J. Quality of life with visual acuity loss from diabetic retinopathy and age-related macular degeneration. Arch Ophthalmol. 2002;120:481–484. doi:10.1001/archopht.120.4.481
    1. Aydin Kurna S, Altun A, Gencaga T, Akkaya S, Sengor T. Vision related quality of life in patients with keratoconus. J Ophthalmol. 2014;2014:694542. doi:10.1155/2014/694542
    1. Pracki P, Skarżyński K. A multi-criteria assessment procedure for outdoor lighting at the design stage. Sustainability. 2020;12:1330. doi:10.3390/su12041330
    1. Doulos LT, Sioutis I, Kontaxis PA, Zissis G, Faidas K. A decision support system for assessment of street lighting tenders based on energy performance indicators and environmental criteria: overview, methodology and case study. Sustain Cities Soc. 2019;51:101759. doi:10.1016/j.scs.2019.101759
    1. Doulos LT, Kontadakis A, Madias EN, Sinou M, Tsangrassoulis A. Minimizing energy consumption for artificial lighting in a typical classroom of a Hellenic public school aiming for near zero energy building using LED DC luminaires and daylight harvesting systems. Energy Build. 2019;194:201–217. doi:10.1016/j.enbuild.2019.04.033
    1. Papalambrou A, Doulos LT. Identifying, examining, and planning areas protected from light pollution. The case study of planning the First National Dark Sky Park in Greece. Sustainability. 2019;11:5963. doi:10.3390/su11215963
    1. Technical report of commission Internationale de l’Eclairage CIE 150: guide on the limitation of the effects of obtrusive light from outdoor lighting installation; Vienna, Austria: CIE; 2017.

Source: PubMed

3
Subskrybuj