[Skip to Navigation]
Sign In
Figure.  Decision Map for Determining Focal, Diffuse, and Mixed Types of Macular Damage Based on Retinal Ganglion Cell and Inner Plexiform Layer Sectors on Spectral-Domain Optical Coherence Tomography (OCT)
Decision Map for Determining Focal, Diffuse, and Mixed Types of Macular Damage Based on Retinal Ganglion Cell and Inner Plexiform Layer Sectors on Spectral-Domain Optical Coherence Tomography (OCT)
Table.  Multivariate Analyses for Better Eyes
Multivariate Analyses for Better Eyes
1.
Hirji  SH, Liebmann  JM, Hood  DC, Cioffi  GA, Blumberg  DM.  Macular damage in glaucoma is associated with deficits in facial recognition.   Am J Ophthalmol. 2020;217:1-9. doi:10.1016/j.ajo.2020.04.032PubMedGoogle ScholarCrossref
2.
World Medical Association.  World Medical Association Declaration of Helsinki: ethical principles for medical research involving human subjects.   JAMA. 2013;310(20):2191-2194. doi:10.1001/jama.2013.281053Google ScholarCrossref
3.
Prager  AJ, Hood  DC, Liebmann  JM,  et al.  Association of glaucoma-related, optical coherence tomography-measured macular damage with vision-related quality of life.   JAMA Ophthalmol. 2017;135(7):783-788. doi:10.1001/jamaophthalmol.2017.1659PubMedGoogle ScholarCrossref
4.
Blumberg  DM, Liebmann  JM, Hirji  SH, Hood  DC.  Diffuse macular damage in mild to moderate glaucoma is associated with decreased visual function scores under low luminance conditions.   Am J Ophthalmol. 2019;208:415-420. doi:10.1016/j.ajo.2019.08.024PubMedGoogle ScholarCrossref
5.
Hirji  SH, Hood  DC, Liebmann  JM, Blumberg  DM.  Association of patterns of glaucomatous macular damage with contrast sensitivity and facial recognition in patients with glaucoma.   JAMA Ophthalmol. 2021;139(1):27-32. doi:10.1001/jamaophthalmol.2020.4749PubMedGoogle ScholarCrossref
Research Letter
March 11, 2021

Association of Macular Optical Coherence Tomography Measures and Deficits in Facial Recognition in Patients With Glaucoma

Author Affiliations
  • 1Bernard and Shirlee Brown Glaucoma Research Laboratory, Edward S. Harkness Eye Institute, Department of Ophthalmology, Columbia University Irving Medical Center, New York, New York
  • 2Department of Psychology, Columbia University, New York, New York
  • 3Department of Ophthalmology, Columbia University, New York, New York
JAMA Ophthalmol. 2021;139(4):486-487. doi:10.1001/jamaophthalmol.2021.0137

We recently reported that glaucomatous macular damage, as measured by 10-2 perimetry, is directly correlated with diminished facial recognition in eyes with good central vision.1 However, it is possible that glaucomatous macular damage impairs several dimensions of visual function required for facial recognition and is not limited to impairment related to Humphrey visual field defects. This study investigates the direct association between facial recognition and macular structural damage, as measured by spectral-domain ocular coherence tomography (SD-OCT) retinal ganglion cell and inner plexiform layer (RGC+). Because global damage is more likely to impair central visual tasks, such as contrast and vernier acuity, we also determined if the pattern of glaucomatous macular damage had a differential association with facial recognition.

Methods

The institutional review board of Columbia University Medical Center approved the study and its methods. All study methods adhered to the tenets of the Declaration of Helsinki.2 Eligible consecutive patients with primary open-angle glaucoma in 1 or both eyes were recruited between March 25, 2019, and April 30, 2019. Verbal informed consent was obtained from all patients. Methods have been previously described.1 In brief, all participants underwent a comprehensive ophthalmologic examination, including SD-OCT and standard automated perimetry (24-2 and 10-2 programs) using the Swedish Interactive Threshold Algorithm (Carl Zeiss Meditec). Glaucoma was defined as characteristic optic nerve damage on stereoscopic examination with localized or diffuse retinal nerve fiber layer thinning on SD-OCT and with corresponding visual field defects. Facial recognition was assessed using the Cambridge Face Memory Test. Macular damage in the better seeing eye (determined by mean RGC+) was categorized as focal, diffuse, or mixed (methodology is demonstrated in the decision tree in the Figure). Two-sided P values were significant at less than .05. Analysis began September 2020.

Results

Of 68 better eyes, 54 (79%) had structural macular damage and 14 (21%) did not. There was no difference between eyes with and without macular damage with respect to age (1.5 years; 95% CI, −8.6 to 5.6; P = .67), number of antiglaucoma medications (0.4; 95% CI, −1.0 to 0.02; P = .19), logMAR visual acuity (0.03; 95% CI, −0.08 to 0.02; P = .25), proportion with early cataract (0.10; 95% CI, −0.18 to 0.40; P = .46), spherical equivalence (2.87 diopters; 95% CI, −0.65 to 2.99; P = .28), or significant astigmatism (0.15 diopters; 95% CI, −0.39 to 0.09; P = .21).

In the multivariable analyses for the better eye, there was a positive association between facial recognition and mean RGC+ (β = 0.19; 95% CI, 0.01-0.37; P = .04), even after adjusting for the 10-2 visual field as well as age, visual acuity, and number and type of drops. Multivariable analyses are summarized in the Table. Patients with diffuse macular damage recognized fewer faces (47.9; 95% CI, 43.6-52.0) than those with focal macular damage (50.4; 95% CI, 47.4-53.4) or those without macular damage (51.6; 95% CI, 48.0-55.3), although the difference only approached significance at P = .051.

Discussion

In the present study, we show that decreased mean RGC+ in the better-seeing eye was independently associated with diminished facial recognition, even after adjusting for central visual field loss. This suggests that field loss may not be the only visual deficit resulting from macular damage and that the resultant functional losses may impair facial recognition. Our study also suggests that diffuse rather than focal structural macular damage in the better seeing eye may be associated with diminished facial recognition, although this will need to be validated in future studies with larger sample sizes. These findings generally support previous work showing functional differences between patients with diffuse and focal macular damage.3-5 It also suggests that the global effect of diffuse damage appears to result in worsened visual function.

Back to top
Article Information

Corresponding Author: Dana M. Blumberg, MD, MPH, Columbia University Irving Medical Center, 635 W 165th St, PO Box 77, New York, NY 10032 (dmb2196@cumc.columbia.edu).

Accepted for Publication: January 8, 2021.

Published Online: March 11, 2021. doi:10.1001/jamaophthalmol.2021.0137

Author Contributions: Drs Khan and Blumberg had full access to all of the data in the study and take responsibility for the integrity of the data and the accuracy of the data analysis.

Concept and design: Khan, Blumberg.

Acquisition, analysis, or interpretation of data: All authors.

Drafting of the manuscript: Khan, Hood, Blumberg.

Critical revision of the manuscript for important intellectual content: Khan, Hirji, Liebmann, Blumberg.

Statistical analysis: Blumberg.

Obtained funding: Blumberg.

Administrative, technical, or material support: Liebmann.

Supervision: Hood, Liebmann, Blumberg.

Conflict of Interest Disclosures: Dr Hood reports financial support from Topcon and Heidelberg Engineering as consultant. Dr Liebmann reports consulting for Aerie Pharmaceuticals, Allergan, and InFocus Capital Partners; consulting for and equity owner of Galimedix Therapeutics and Qura; grants from National Eye Institute; and consulting for, equity owner of, and holding patents/royalty for Sustained Nano Systems. No other disclosures were reported.

Additional Contributions: The Department of Ophthalmology at Columbia University Irving Medical Center is supported by an unrestricted grant from Research to Prevent Blindness, the Lindsey Eye Gift Fund, and the Irving Hansen Foundation.

References
1.
Hirji  SH, Liebmann  JM, Hood  DC, Cioffi  GA, Blumberg  DM.  Macular damage in glaucoma is associated with deficits in facial recognition.   Am J Ophthalmol. 2020;217:1-9. doi:10.1016/j.ajo.2020.04.032PubMedGoogle ScholarCrossref
2.
World Medical Association.  World Medical Association Declaration of Helsinki: ethical principles for medical research involving human subjects.   JAMA. 2013;310(20):2191-2194. doi:10.1001/jama.2013.281053Google ScholarCrossref
3.
Prager  AJ, Hood  DC, Liebmann  JM,  et al.  Association of glaucoma-related, optical coherence tomography-measured macular damage with vision-related quality of life.   JAMA Ophthalmol. 2017;135(7):783-788. doi:10.1001/jamaophthalmol.2017.1659PubMedGoogle ScholarCrossref
4.
Blumberg  DM, Liebmann  JM, Hirji  SH, Hood  DC.  Diffuse macular damage in mild to moderate glaucoma is associated with decreased visual function scores under low luminance conditions.   Am J Ophthalmol. 2019;208:415-420. doi:10.1016/j.ajo.2019.08.024PubMedGoogle ScholarCrossref
5.
Hirji  SH, Hood  DC, Liebmann  JM, Blumberg  DM.  Association of patterns of glaucomatous macular damage with contrast sensitivity and facial recognition in patients with glaucoma.   JAMA Ophthalmol. 2021;139(1):27-32. doi:10.1001/jamaophthalmol.2020.4749PubMedGoogle ScholarCrossref
×