Precursors and Development of Geographic Atrophy with Autofluorescence Imaging

Precursors and Development of Geographic Atrophy with Autofluorescence Imaging

Accepted Manuscript Precursors and Development of Geographic Atrophy with Autofluorescence Imaging: Age-Related Eye Disease Study 2 Report No. 18 Ian ...

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Accepted Manuscript Precursors and Development of Geographic Atrophy with Autofluorescence Imaging: Age-Related Eye Disease Study 2 Report No. 18 Ian C. Holmen, MD, Bryce Aul, MD, Jeong W. Pak, PhD, Ralph Moeller Trane, MS, Barbara Blodi, MD, Michael Klein, MD, Traci Clemons, PhD, Emily Chew, MD, Amitha Domalpally, MD, the AREDS2 Research Group PII:

S2468-6530(18)30672-9

DOI:

https://doi.org/10.1016/j.oret.2019.04.011

Reference:

ORET 520

To appear in:

Ophthalmology Retina

Received Date: 21 November 2018 Revised Date:

8 April 2019

Accepted Date: 9 April 2019

Please cite this article as: Holmen I.C., Aul B., Pak J.W., Trane R.M., Blodi B., Klein M., Clemons T., Chew E., Domalpally A. & the AREDS2 Research Group, Precursors and Development of Geographic Atrophy with Autofluorescence Imaging: Age-Related Eye Disease Study 2 Report No. 18, Ophthalmology Retina (2019), doi: https://doi.org/10.1016/j.oret.2019.04.011. This is a PDF file of an unedited manuscript that has been accepted for publication. As a service to our customers we are providing this early version of the manuscript. The manuscript will undergo copyediting, typesetting, and review of the resulting proof before it is published in its final form. Please note that during the production process errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal pertain.

ACCEPTED MANUSCRIPT

Precursors and Development of Geographic Atrophy with Autofluorescence Imaging: Age-Related

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Eye Disease Study 2 Report No. 18

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Ian C. Holmen MD1, Bryce Aul MD1, Jeong W. Pak PhD1, Ralph Moeller Trane MS1, Barbara Blodi

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MD1, Michael Klein MD2, Traci Clemons PhD3, Emily Chew MD4, Amitha Domalpally MD1 and the

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AREDS2 Research Group5

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Fundus Photographic Reading Center, The University of Wisconsin, Madison, WI, USA

The Emmes Corporation, Rockville, MD, USA

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Division of Epidemiology and Clinical Applications, National Eye Institute, National Institutes of Health, Bethesda, MD, USA Appendix for the listing of all the members of the AREDS2 Research Group

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Funding: This study was supported by the intramural program funds and contract HHS-N-260-200500007-C and ABD contract N01-EY-5-00007 from the National Eye Institute (NEI), National Institutes of Health (NIH), Department of Health and Human Services, Bethesda, Maryland, and in part by an unrestricted grant from Research to Prevent Blindness to the Department of Ophthalmology and Visual Sciences, University of Wisconsin, Madison (IH,JWP,RMT, BB,AD)

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Casey Eye Institute, Oregon Health and Science University, Portland, OR, USA

Corresponding Author:

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Amitha Domalpally, MD

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Suite 205, 310 N Midvale Blvd

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Madison, WI 53717

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Phone 608 2631088

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[email protected]

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Abstract (311)

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Purpose: To describe the sequence of events leading to development of geographic atrophy (GA) in age-

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related macular degeneration (AMD) with fundus autofluorescence (FAF) imaging.

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Design: Post hoc analysis of FAF images from the Age-Related Eye Disease Study 2.

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Participant: FAF images of 120 eyes (109 patients) with incident GA and at least 2 years of preceding

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FAF images.

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Methods: Images of incident GA were stacked and aligned over FAF images of preceding annual visits.

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The regions of retina that developed into incident GA were assessed on prior years FAF images. These

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regions, defined as precursor lesions were classified into Minimal ChangeAF, Predominant HypoAF

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(decreased AF), Predominant HyperAF (increased AF), and MixedAF. The natural progression in

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precursor lesions leading to GA formation and their associations with incident GA size and GA

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enlargement rate was evaluated.

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Results: Incident GA had a mean area of 1.00 mm2 (range 0.15 - 8.22 mm2) and an enlargement rate of

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0.97 mm2/year (SD 1.66). Predominant HypoAF was the most common precursor lesion, increasing from

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42% to 81% over 3 years prior to onset of GA. Almost 30% of eyes had Minimal ChangeAF 3 years prior

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to GA. Among the other precursors, 70% progressed to Predominant HypoAF before developing GA. The

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type of precursor lesions was not associated with incident GA area. GA evolving from Minimal

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ChangeAF precursor lesions was associated with faster GA enlargement rates compared to other

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precursor lesion classes.

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Conclusion: Using image registration we identified changes in AF mages prior to onset of GA.

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Decreased autofluorescence was the most common change although minimal changes were also seen in a

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third of the images. Incident GA that arises from predominantly normal AF is associated with faster

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enlargement rates compared to GA arising from abnormal AF. Faster GA enlargement rates were also

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associated with incident GA size, area of surround abnormal autofluorescence, and presence of reticular

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pseudodrusen.

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57 Introduction

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Geographic atrophy (GA) is a late stage phenotype of age-related macular degeneration (AMD) that

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causes dense scotomatas, reading and facial recognition challenges, and poor visual acuity when affecting

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the fovea.1 In the US, nearly 1.5% of the population over the age of 40 suffer from late AMD, including

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GA.2 No effective treatments are currently available to restore visual loss from GA. In addition, to date,

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all phase 3 clinical trials of therapies to slow GA enlargement have not been successful.3,4 Given the

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extensive research on the natural progression of GA using fundus autofluorescence (FAF), the European

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Medicines Agency and the U.S. Food and Drug Administration accept FAF imaging to assess the

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progression of established GA as a clinically relevant endpoint.5-12 However, there is very little research

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on the natural evolution from early/intermediate stage AMD to GA using FAF imaging. Evaluating this

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evolution with FAF can give important insight into monitoring the progression of AMD to GA,

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understanding the pathophysiology underlying its development, and developing effective treatments for

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the prevention of GA formation.

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The natural evolution of early stage AMD to late stage GA without neovascularization has been well

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described on color fundus photographs (CFP). Klein et al. studied the 5-year follow-up data from Age-

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Related Eye Disease Study and showed the evolution of dry AMD in four general stages: (1) early large

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drusen, (2) hyperpigmentation, (3) drusen regression with depigmentation, and (4) geographic atrophy.13

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Wu et al. has since identified precursor lesions to drusen-associated disruption and subsequent atrophy on

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spectral-domain optical coherence tomography (SD-OCT), which they termed nascent GA.14 In a subset

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of eyes with FAF imaging, Wu et al. associated nascent GA with mixed autofluorescence (both hypo

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autofluorescence and hyper autofluorescence) on FAF on a cross-sectional analysis.15 Thiele et al. later

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associated drusen-associated GA with hyper autofluorescence on FAF, and identified 2 other pathways to

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GA formation with distinct FAF signals.16

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Hyper autofluorescence signals on FAF are associated with increased accumulation of lipofuscin (the

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intrinsic fluorophore in retinal pigment epithelial (RPE) cells), vertical stacking of fluorophore containing

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cells, and cellular fragments, while hypo autofluorescence is mainly associated with RPE loss.17-19

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Monitoring the changes in autofluorescence signal prior to onset of GA can provide information on the

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development of GA. To-date studies of GA precursor lesions on FAF have been limited to smaller case

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series so further in-depth analysis may yield more insight into the pathogenesis of GA.

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The Age-Related Eye Disease Study 2 (AREDS 2) was a multicenter phase III randomized controlled

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clinical trial to study the impact of nutritional supplements on the progression of AMD.20 The primary

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outcome of the clinical trial was development of late AMD defined as central GA or neovascular AMD.

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The purpose of the current report is to describe the sequence of progression leading to incident GA

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associated with AMD with FAF in AREDS2 participants and identify associations between FAF

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precursor lesions and incident GA enlargement and development.

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Methods

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Study Design

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The AREDS2 study design has been described previously.20 The AREDS2 FAF ancillary study involved

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obtaining annual FAF images from a subset of participating AREDS2 sites with available cameras.

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Fundus autofluorescence images were obtained from Heidelberg Retina Angiograph (Heidelberg

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Engineering, Heidelberg, Germany) instruments by certified photographers. Methods pertaining to

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evaluation of FAF have been described in detail in AREDS2 Report Number 11.7 The research was

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conducted under the Declaration of Helsinki and complied with the Health Portability and Accessibility

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Act. Institutional review board approval was obtained at each clinical site and written informed consent

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for the research was obtained from all study participants.

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For the purpose of this study, eyes with at least 2 sequential annual visits with FAF imaging preceding

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incident GA formation were included for analysis. Eyes with neovascular AMD, poor image quality,

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confounding peripapillary atrophy, and/or poor field definition were excluded. Poor image quality was

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subjectively determined by certified graders and was due to moving shadows, uneven illumination, or

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significant differences in photo bleaching between visits. Changes in quality between visits prohibited

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direct comparison of registered images. Given that evaluating central macular integrity in the presence of

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GA by scanning laser ophthalmoscopy FAF images alone is challenging, eyes with lesions affecting only

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the central macula were also excluded.21

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Evaluation of Incident Visit

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Geographic atrophy (GA) was classified as a well-defined, homogenously black area, with a minimum

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size of I-2 (diameter 430 microns, area 0.15 mm2), on FAF. The first visit at which GA was identified on

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FAF, without any GA observed on previous visits, was considered the “incident visit.” Incident visit FAF

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images were evaluated for GA area, distance from GA to central macula, central macular involvement,

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presence of halo (hyper autofluorescence), perilesional abnormal area, GA focality, and presence of

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reticular pseudodrusen. Measurements of area and distance were made using software planimetry tools.

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The central macula was assumed to be involved if the hypo AF border of the GA merged with the

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darkness of the central macula and there was no clear region demarcating the two. Halo was defined as

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presence of hyper AF surrounding at least 10% of the perimeter of GA. Abnormal perilesional area was

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defined as a mix of hypo and hyper AF surrounding and contiguous to the area of GA of any size. GA

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focality was graded as multifocal if there was more than one area of GA meeting the criteria described

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above. Reticular pseudodrusen was ill-defined background network of hypo AF and hyper AF ribbons in

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a reticulated pattern with a minimum size of 0.5 disc area. Fundus autofluorescence evaluations were

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independently performed by two trained and certified graders.

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Characteristics of the CFP from the corresponding incident visit were also recorded per AREDS2 grading

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methodology and included area of drusen and pigment changes along with AREDS severity scale for

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AMD.7

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Defining Precursor Lesions

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Incident visit images were stacked and aligned over preceding annual FAF images from the same eye

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using vascular markings in Adobe Photoshop CC 2018 (Adobe Systems, San Jose, CA, USA). This

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allowed for pixel-to-pixel correlation between images of sequential visits. Eyes were excluded if major

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rescaling of sequential FAF images was necessary for proper registration. Planimetry tools were used to

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define the region of interest (ROI) around the incident GA; the ROI remained in the same position in

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preceding FAF images. In cases of multifocality, only the largest GA lesion was selected. Measurements

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of halo, GA area, and perilesional area were only done on the largest GA lesion in cases of multifocality.

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Once the ROI was drawn on a transparent layer, the incident visit images were removed from the stack so

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the ROI annotation was visible over the preceding visit. The area within the ROI at preceding visits was

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defined as a precursor lesion with visits identified as Year -1 (1 year before incident GA), -2, -3, etc. The

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ROI of each FAF image preceding the incident visit was graded for percentage of normal

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(isofluorescence) or abnormal (hyper AF and/or hypo AF). Images were subjectively and independently

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graded by 2 certified graders at the University of Wisconsin Fundus Photograph Reading Center. In cases

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in which the precursor lesion included the center macula, center macular hypo AF was included in the

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precursor lesion. Figure 1 demonstrates the stacking and alignment of FAF images, placement ROI, and

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progression of precursor lesions prior to incident visit.

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All precursor lesions were assigned to one of four classes represented in Figure 2. The precursor lesion

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was classified as Minimal ChangeAF if normal AF (isofluorescence) was greater than 50% of the ROI.

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When abnormal AF was greater than or equal to 50% of the ROI, the precursor lesion was classified

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based on the relative percentage of decreased (hypoAF) or increased autofluorescence (hyperAF) as

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Predominant HypoAF, Predominant HyperAF, or MixedAF. MixedAF was defined as subjectively equal

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percentage of decreased and increased AF.

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Evaluation of GA Enlargement

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The five-year longitudinal follow-up in AREDS2 study allowed the identification of precursor lesions,

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along with analysis of GA enlargement for 1-3 years following the incident visits. The GA enlargement

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was assessed for eyes with at least 1 follow-up visit after the development of GA. Area of GA was

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measured on FAF at the final follow-up study visit and GA enlargement per year was calculated.

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Statistical Analysis

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Frequency distributions and summary statistics were analyzed. A multivariable model was used with

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generalized estimating equations (GEE) to analyze correlation between precursor lesion classes and

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incident visit GA characteristics with GA enlargement rate. Square root transformation was used for

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analysis of incident GA area and rate of enlargement. All analysis was performed using R software

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(version 3.5.1, R Foundation for Statistical Computing, Vienna, Austria)

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Results

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The AREDS2 ancillary FAF study included 5048 eyes from 2524 participants with follow-up varying

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from 2 to 6 years. For the purpose of this project, 226 eyes (192 participants) with incident GA and at

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least two preceding annual visits with FAF imaging were included. Images were excluded for poor image

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quality (n = 37), confounding peripapillary atrophy (n = 14), confounding central macular pigmentation

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(n = 34), and poor image registration (n = 21). One-hundred and twenty eyes (109 participants) fitting

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these criteria were included. Of these, 69 eyes (60 participants) had 3 complete years of FAF images prior

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to the incident visit.

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Characteristics of GA at the incident visit (n=120) are presented in Table 1. The mean area of incident

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visit GA on FAF was 1.0 mm2 (SD 1.2) (0.39 disc area (DA), SD 0.47) with a range from 0.15 mm2 to

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8.22 mm2 (0.06 - 3.23DA). The median enlargement rate of incident GA was 0.41 mm2/year (IQR 0.09 –

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0.95) (0.16 DA/yr, IQR 0.04 – 0.25) with 1-3 years of follow-up. Mean proximity of the incident GA to

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central macula was 581 µm (SD 664), with 45% of eyes having contiguous central macula involvement.

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The mean abnormal perilesional AF was 12.64 mm2 (SD 10.21) (4.97 DA, SD 4.02). Halo was seen in

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43% and reticular pseudodrusen in 38%. Twenty-five percent of incident GA lesions were multifocal, and

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none amalgamated during follow-up. Evaluation of the corresponding CFP showed GA in 49% of eyes at

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the corresponding visit. Other features of AMD from the corresponding CFP at the incident visit included

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large drusen in all eyes, 96% with increased pigment, and 76% with depigmentation. The sub-sample of

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eyes (n=69) with three years of complete FAF imaging prior to the incident visit had similar

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characteristics to the overall sample (Table S1, Supplemental Data).

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The percentage of eyes with precursor lesions characterized by abnormal AF increased gradually through

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time. At 3 years prior to the incident visit, 29% of eyes had precursor lesions with Minimal ChangeAF,

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while 71% had abnormal AF. At 1 year prior to the incident visit, the percentage with Minimal ChangeAF

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decreased to 9%, while that with abnormal AF increased to 91%. The percentage of eyes with

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Predominant HypoAF increased from 42% (-3 years) to 81% (-1 year) (Figure 3). In contrast, the

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percentage of eyes with Predominant HyperAF decreased from 23% (-3 years) to 7% (-1 year). The

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distribution of precursor lesions at each year prior to incident visit did not change when only selecting

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eyes that also had GA present on CFP.

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Predominant HypoAF was the most common precursor lesion at all preceding visits, with all other

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precursor classes converting to Predominant HypoAF over time. Once classified as Predominant

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HypoAF, 96% remained classified as Predominant HypoAF in subsequent years prior to developing GA.

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Seventy percent of Minimal ChangeAF and Predominant HyperAF lesions also progressed to

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Predominant HypoAF in the years prior to developing GA (Figure 4).

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There was no clear association between precursor lesion class and area of incident GA (p = 0.785).

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However, in the subgroup with 3 year preceding visits, smaller GA (areas < 0.5 mm2) was associated with

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Predominant HyperAF precursor lesions compared to larger GA (area > 0.5 mm2) (36% vs 9%, p =

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0.025).

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A multivariable model evaluated the correlation between precursor class and enlargement rate of GA

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evaluated yearly for 1-3 years after incident visit (n = 120) (Table 2, Figure S1, Supplemental Data).

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Incident GA evolving from Minimal ChangeAF lesions had faster enlargement rates when compared to

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incident GA evolving from any abnormal precursor lesion. GA evolving from Predominant HyperAF,

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Predominant HypoAF, and MixedAF precursor lesions grew slower than GA that evolved from Minimal

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ChangeAF lesions, respectively (p = 0.017, p = 0.012, and p = 0.024). A second model was evaluated

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with additional incident visit characteristics including presence of reticular pseudodrusen, abnormal

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perilesional area, presence of halo, and focality. When adding these variables, incident GA evolving from

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Minimal ChangeAF precursor lesions only had significantly faster enlargement rate in comparison to GA

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evolving from MixedAF precursor lesions (p = 0.011). All abnormal precursor lesions combined into a

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single class showed significantly slower enlargement rate compared to Minimal ChangeAF lesions with

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all incident visit variables included (p = 0.04) (Figure S2, Supplemental Data). When only selecting eyes

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that also had GA present on CFP at incident visit (n = 59), all abnormal precursor lesions enlarged

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significantly slower than Minimal ChangeAF lesions (Supplemental Table S2). Presence of abnormal

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perilesional area and presence of reticular pseudodrusen were found to significantly associate with faster

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GA enlargement (p = 0.002 and p = 0.032, respectively). Larger incident GA area significantly associated

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with faster GA enlargement rate in both models (p<0.001). The results remained similar with the square

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root transformation of GA area and enlargement rate.

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Discussion

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The natural history of GA development and the precursor lesions that evolve into GA in dry AMD have

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been studied using color photographs. Aside from smaller studies that have used FAF alongside

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multimodal imaging, this is the first large study to define the precursor lesions of GA on FAF imaging,

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observe their evolution to GA and their associations with GA enlargement. These data from AREDS2

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imaging show that GA can evolve from a variety of changes in FAF including Predominant HypoAF,

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Predominant HyperAF, MixedAF, and Minimal ChangeAF. Among all the precursor lesions,

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Predominant HypoAF was the most common, accounting for 42% to 81% of precursor lesions from 3

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years to 1 year prior to developing GA respectively. On FAF images, Predominant HypoAF appears to be

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the final step before GA is visible, for the majority of eyes. Precursor lesion classification was not

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associated with the area of incident GA but was associated with enlargement rate.

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The characteristics of incident GA on FAF have not been well studied. The incident GA in the AREDS2

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dataset was significantly smaller in area, with a mean area of 1.0 mm2, than the previously described

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mean area of incident GA and baseline GA in clinical trials, which ranged from 4.6 to 8.85 mm2.5-11,22

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Incident GA on FAF tends to be surrounded by a broader area of abnormal AF that we termed perilesional

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abnormal AF, and 43% had hyper AF halo around its border. In our sample, the majority of the lesions

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were in close proximity to the center of the macula, with a mean distance to the fovea of 581 µm, and

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45% had central macular involvement. Just under half of incident GA on FAF were visible on CFP, which

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is consistent with previous studies. A previous AREDS2 report showed that GA is often visible earlier on

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FAF than it is on CFP, with only 42.9% of GA visible on FAF also being present on CFP at baseline,

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which increased to over 75% after 2 years.7 We found that the majority of incident GA on FAF

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correspond to drusen and pigment changes on CFP. Previous studies have shown associations between

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FAF patterns and area of baseline GA.6,11 We did not observe a consistent association between precursor

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lesion class and size of incident GA.

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Klein et al. originally described the natural history of dry AMD on CFP as progressing from large drusen

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to increased pigmentation and depigmentation before the development of GA.13 Recently, Wu et al.

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identified precursors to drusen-associated GA on OCT, which they termed nascent GA, and associated

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these changes to AF abnormalities on FAF.14,15 They found that most nascent GA associated with mixed

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hyperAF and hypoAF progressed to mostly hypoAF once GA was definite on OCT.15 Thiele et al.

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associated varying hyperAF, irregular AF, and mottled AF precursor signals depending on the

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pathogenesis of the GA.16 We observe trends similar to those suggested by Wu et al. and Thiele et al.

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Overall, each successive year leading to GA had an increasing number of precursor lesions classified as

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Predominant HypoAF. Once an eye was classified as Predominant HypoAF, it nearly always remained

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the same at each successive year until GA was identified (Figure 4). Moreover, precursor lesions

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classified as Minimal ChangeAF or Predominant HyperAF primarily progressed to Predominant HypoAF

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before developing into GA. Early observational studies of GA formation using FAF noted that incident

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GA was often preceded by hyper AF, and Thiele et al. noted that all drusen-associate atrophy was

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preceded by hyper AF signals.16,23 However, we observe that incident GA is not necessarily preceded by

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hyper AF, which may be due to variations in GA pathogenesis as suggested by Thiele et al.16 While

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Thiele et al. also performed yearly FAF imaging, the long interval between images and the small sample

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size may explain the difference in findings. Our data suggest that significant RPE loss may be present

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before clear GA formation on FAF, and that large, visible accumulations of lipofuscin may not be

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necessary for GA development. In fact, 29% of eyes have Minimal ChangeAF (>50% of ROI is normal)

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three years prior to developing GA and 9% continue to remain in the same group.

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Eyes with Minimal ChangeAF seem to develop into GA with faster enlargement rates compared to GA

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evolving from other types of precursors. The enlargement rate of incident GA in this dataset is 0.97

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mm2/year. Other factors such as baseline GA area, extent of abnormal autofluorescence, and reticular

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pseudodrusen are also significantly associated with enlargement rate. The area of baseline GA has

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consistently been associated with GA enlargement rate, with larger baseline lesions having faster

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enlargement rates.5,6,11,24 Square root transformation of area has been used to reduce the effect of baseline

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area on enlargement.5,25 We found that area of incident GA area is also associated with GA enlargement

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rate regardless of other incident FAF features and square root transformation. Previous research has

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shown an association between the overall increase in the amount of hyper AF and faster enlargement

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rates.26 We found that halo, which was defined as hyper AF contiguous to incident GA perimeter, was not

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associated with incident GA enlargement rate. However, larger abnormal perilesional area, which

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consisted of both increased hyper AF and hypo AF surrounding the region of incident GA, correlated with

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faster enlargement rates of incident GA. Reticular pseudodrusen has been associated with spatial

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progression of GA and with faster GA enlargement rates in some cases.27-29 These findings suggest that

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diffuse outer retinal changes in the form of contiguous abnormal AF and reticular pseudodrusen have an

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effect on GA enlargement. Lastly, multifocal lesions have been correlated with faster enlargement rates

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in various studies.5,10 We did not see an association between faster enlargement and multifocal lesions in

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eyes with incident GA in our complete-sample multivariable model. This may be due to the fact that our

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incident GA lesions are significantly smaller than GA reported in other studies and our model has a

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smaller sample size.5-11,22

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Association between FAF precursor lesions and GA enlargement rates showed that GA evolving from

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Minimal ChangeAF 2 years prior to incident visit had a faster enlargement rate than GA developing from

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other precursor lesions. In other words, GA developing after mostly normal AF may be at higher risk of

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faster enlargement. Precursor lesions showing minimal change 2 years before GA formation appear to

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precipitously develop into definitive GA and then continue to grow at a faster rate than other GA lesions.

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When including multiple incident GA characteristics in the model, only MixedAF remained associated

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with a decreased enlargement rate while Predominant HyperAF and Predominant HypoAF trended

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towards significance. When all abnormal precursor lesions were combined, they were associated with

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slower enlargement rates compared to Minimal ChangeAF. If this association is validated through future

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studies it may suggest predominantly abnormal AF in precursor lesions provides a protective effect in GA

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enlargement rate early in GA progression, or that precursor lesions that show minimal change prior to

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incident GA may be more of an acute process that develop quickly into incident GA and have faster

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subsequent enlargement.

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There are several limitations to this AREDS2 report. Annual FAF imaging creates large gaps in our

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understanding of the evolution of precursor lesions. Previous studies have used three-monthly intervals

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for imaging.14,15 The higher imaging frequency may allow for increased detection of changes immediately

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prior to development of atrophy that we may have missed with annual imaging, and consequently the

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exact sequence of events can only be estimated. Future studies will also need larger sample sizes in order

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to confirm the association between precursor lesions and GA enlargement rates. The absence of OCT

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images and histopathology to correlate AF changes with changes in retinal layers is also a limitation. This

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study is unable to contribute to our understanding of retinal anatomical changes that cause the visible

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changes on FAF imaging is also unable to differentiate between central macular hypo AF and GA

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boundaries, which limited our ability to assess GA at the macula. Lastly, our definition of GA was limited

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to FAF imaging with a relatively large size of 0.15mm2. GA is commonly defined on CFP and by smaller

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size on inclusion criteria. Changing our definition of GA to another imaging modality such as CFP or

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changing the size inclusion criteria may change our results. Additionally, changing specific percentage

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definitions of precursor categories may change our results. Future research should take our definitions

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into account when making comparisons to our results. Nevertheless, the robust AREDS2 dataset allowed

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for an analysis of evolution of incident GA and precursor lesions on FAF. The use of registration and

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stacking assisted in reproducibly defining precursor lesions and their natural progression to GA. While

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there is still much left to understand in the evolution of AMD to GA on FAF, continued research may

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provide pharmaceutical development and clinicians with valuable information in the future treatment and

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prevention of GA.

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Figure 1. Alignment and grading of precursor GA on autofluorescence imaging. Stacks A and B show color fundus photographs and aligned FAF images at incident visit and preceding precursor lesions prior to GA development on FAF. Stack A demonstrates the development of a unifocal precursor lesion from 3 years prior to incident visit. Stack B demonstrates development of a multifocal lesion with central macular involvement.

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Figure 2. Precursor lesion classification. Precursor lesions were classified into (a) Minimal ChangeAF – more than 50% normal (isofluorescence), (b) Predominant HypoAF – ≥50% abnormal AF with majority decreased AF, (c) Predominant HyperAF - ≥50% abnormal AF with majority increased AF, (d) MixedAF - abnormal AF with decreased and increased AF being equal.

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Figure 3. The composition of precursor lesions by class in the years prior to GA at incident visit (n = 69). Figure 4. Trends in progression GA precursor lesions on FAF from 3 years prior to incident visit to 1 year prior to incident visit (n = 69). The arrows represent the percentage of each class that progressed from one classification to another the following year. The majority of Predominant HypoAF precursor lesions remained Predominant HypoAF from one year to the next. Minimal ChangeAF and Predominant HyperAF primarily progressed to Predominant HypoAF or remained the same. MixedAF remained too small to distinguish consistent patterns.

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Supplemental Figure S1. Predicted enlargement rate of incident visit GA based on the square root of GA area at incident visit and its precursor lesion class at 2 years prior to GA formation. Incident visit GA with precursor lesions classified as Minimal ChangeAF (being greater than 50% normal) had significantly faster enlargement rates than incident visit GA with precursor classified as predominantly abnormal. Sqrt = square root.

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Supplemental Figure S2. Predicted enlargement rate of incident visit GA based on the square root of GA area at incident visit and its precursor lesion class at 2 years prior to GA formation. All abnormal precursor lesions were grouped in comparison to Minimal ChangeAF precursors (being greater than 50% normal) (p = 0.04). Sqrt = square root.

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Table 1. Characteristics of Geographic Atrophy at Incident Visit (n=120) Mean (SD) 1.00 (SD 1.23) 581 (664) 12.64 (10.21) N (%) 54 (45%)

Central Macula Involvement GA Focality Unifocal Multifocal Halo Present Reticular Pseudodrusen

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Fundus Autofluorescence Area of Incident GA (mm2) Distance of GA to Fovea (µm) Abnormal Perilesional Area (mm2)

Color Fundus Photograph

59 (49%) 120 (100%) 1 (1%) 115 (96%) 91 (76%)

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GA Drusen Drusenoid PED Increased Pigment Depigmentation

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Table 2. Association of Incident Geographic Atrophy Enlargement Rate with FAF Characteristics (n = 120) Model 2: Including Incident Visit Characteristics β (95% CI) P Value

Abnormal Precursor Lesion Class Reference Standard: Minimal ChangeAF

0.019 0.012 0.042

0.246 (0.072, 0.419)

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-1.058 (-2.193, 0.077) -1.026 (-2.122, 0.071) -1.48 (-2.614, -0.345)

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Incident Visit Characteristics Area of Incident GA (sqrt) Reticular Pseudodrusen Present Area Perilesional Abnormal AF (sqrt) Halo Present Focality

-0.333 (-0.611, -0.055) -0.338 (-0.603, -0.073) -0.282 (-0.554, -0.011)

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Predominant HyperAF Precursor Predominant HypoAF Precursor MixedAF Precursor

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Model 1: Excluding Incident Visit Characteristics β (95% CI) P Value

1.196 (0.529, 1.864) 0.601 (0.025, 1.188) 0.204 (0.027, 0.381) 0.514 (-0.155, 1.183) -0.577 (-1.41, 0.255)

0.067 0.068 0.011 <0.001 0.041 0.024 0.132 0.173

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*Abnormal precursor lesions were compared to Minimal ChangeAF precursor lesions at 2 years prior to incident visit. FAF = fundus autofluorescence. AF = autofluorescence. Sqrt = square root.

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Precis: Precursor lesions for development of geographic atrophy were assessed from autofluorescence images showing that areas of autofluorescence changes, both increase and decrease, can evolve into atrophy. Atrophy developing from minimal changes in autofluorescence is associated with faster growth rate.