No published literature systematically explores the dry age-related macular degeneration (AMD) patient experience. To inform the development of patient-reported outcome measures (PROMs), the important and relevant signs, symptoms, and impacts for patients with dry AMD were identified.
A holistic approach was used to capture, define, and organize the signs, symptoms, and impacts that are important to patients with dry AMD. Qualitative evidence was identified through a targeted literature review and clinician (N = 5) and patient (N = 20) interviews. The targeted review was expanded to include patients with AMD, as few studies specific to dry AMD were identified. The qualitative evidence was incorporated into a conceptual model that included the signs, symptoms, and impacts of dry AMD affecting the patient experience.
Twenty-nine articles (dry AMD, N = 5; general AMD, N = 24) exploring health-related quality-of-life evidence in patients with AMD were identified. Concepts identified and included in the preliminary, literature-based model included signs and symptoms related to general vision loss and general impacts (e.g., dependency on others, poor spatial perception/mobility, difficulty reading, emotional affects). No concepts unique to dry AMD were identified. Interviewed clinicians refined the literature-based model. Across all visual acuity severities, ≥ 80% of patients reported difficulty driving, reading, and completing activities of daily living, along with frustration and dependency on others; all patients reported blurred vision. The final model included 35 signs, symptoms, and impacts, with 19 considered salient.
To better understand the patient experience, we captured, defined, and organized signs, symptoms, and impacts into a dry AMD conceptual model. This model can aid in the development of PROMs reflecting the experience of patients with dry AMD.
The online version contains supplementary material available at 10.1007/s40123-020-00325-y.
Key Summary Points
|No previously published literature systematically characterizes and reports the dry age-related macular degeneration (AMD) patient experience.|
|A holistic approach was used to capture, define, and organize the signs, symptoms, and impacts of dry AMD that are important to patients.|
|Thirty-five signs, symptoms, and impacts, 19 considered salient, were included in the final conceptual model, which can aid in the development of patient-reported outcome measures (PROMs) that accurately reflect what it’s like to live with dry AMD from the patient perspective.|
Age-related macular degeneration (AMD) is a leading cause of severe, irreversible vision impairment in developed countries, particularly in individuals aged 55 years and older [1, 2]. The prevalence of AMD is estimated to increase from 196 million people in the year 2020 to 288 million by 2040 .
Age-related macular degeneration includes both wet, or neovascular, AMD and dry or atrophic AMD . Although wet AMD accounts for a minority of AMD cases, most of the severe vision loss that occurs in patients with AMD occurs in those with wet AMD . In contrast, dry AMD accounts for an estimated 80% of AMD cases and 10% of the severe vision impairment seen in patients with AMD . With respect to available treatment options, antioxidant vitamins are the only American Academy of Ophthalmology-recommended option, the use of which may slow disease progression from earlier to later stages of dry AMD .
Regardless of the type of macular degeneration, AMD decreases quality of life (QoL) and leads to visual disability, adversely affecting activities of daily living such as the ability to drive, recognize faces, and use a computer . Through visual impairment and visual loss, dry AMD impacts multiple aspects of the patient life experience.
As part of the 21st Century Cures Act, the US Food and Drug Administration (FDA) encouraged manufacturers to provide patient experience data, along with input from clinical experts, to help ensure that new treatments address patient needs as seen from the patient perspective . Additionally, insights regarding the patient experience are increasingly being used by an array of stakeholders—along with other clinical data—to fully understand product value in healthcare, including applications in real-world clinical practice.
In reviewing the literature, patient-reported outcome measures (PROMs) used in published studies that enrolled patients with AMD are not necessarily specific to dry AMD and include both generic instruments (EuroQol-5D [EQ-5D] and 36-item Short Form Health Survey [SF-36]) and vision-specific instruments (National Eye Institute-Vision Function Questionnaire [NEI-VFQ-25]) . Although some vision-specific instruments are validated in patients with wet AMD , to our knowledge, none are validated in patients with dry AMD.
A critical understanding of the effect of dry AMD on QoL is needed, as well as the ability to assess this effect during routine ophthalmologic practice . Therefore, this content analysis study aimed to capture, define, and organize information describing the patient dry AMD experience, including the distinct signs, symptoms, and impacts, to construct a holistic understanding of the patient experience. Results from this research led to the creation of the first conceptual model describing the patient dry AMD experience.
A dry AMD conceptual model was developed using a three-step approach (Fig. 1). A preliminary conceptual model was developed based on results from a targeted literature review conducted to identify the most important signs, symptoms, and impacts related to the dry AMD patient experience. The literature-based model was refined and confirmed using input obtained from clinician and patient concept elicitation interviews, as recommended in the 2009 FDA Guidance for Industry on the use of PROMs .
The PubMed, Cochrane, PsycINFO, and Embase databases were searched to identify evidence on health-related QoL domains, including signs and symptoms, functional status, general health perception, and overall QoL. An initial search targeting dry AMD identified 11 articles. To ensure comprehensive identification of relevant literature, the targeted-literature review was expanded to include the broader AMD population. Searches were limited to publications in English that were available after 1995 (Table 1; Appendix).
Literature review scope
|Scope||Inclusion criteria||Exclusion criteria|
|Population of interest||Patients with AMD||Patients with other diseases or eye conditions, or non-relevant comorbidities|
|Interventions of interest||All studies, irrespective of patients receiving therapy or not||Not applicable|
|Outcomes of interest||Concepts (i.e., signs, symptoms, and impacts of a disease and its treatments)||Literature not including an outcome of interest|
|Sources of interest||
Patient interview studies
AMD age-related macular degeneration
Qualitative Evidence Generation
Clinicians were identified and recruited from different regions in the United States who met the following criteria: associated with leading eye-specialty treatment centers and/or research institutions, expertise in treating patients with dry AMD (50–200 patients per month), and a record of published research in AMD. Clinicians reviewed the literature-based model and provided input on the types and severity of dry AMD signs/symptoms, as well as the consequences and degree of disturbance of dry AMD on patient lives.
Concept elicitation interviews were conducted with a representative sample of patients recruited via different methodologies, including physician recruitment, patient advocacy groups, social media platforms, and recruitment partners. All patients provided informed consent and were residents of the continental United States, aged 50 years or older, had a diagnosis of dry AMD in at least one eye, and had visual acuity of 20/40 or lower in both eyes. Patients interviewed had mild (i.e., visual acuity between 20/40 and 20/80 in both eyes), moderate (visual acuity between 20/80 and 20/200 in at least one eye), or severe (visual acuity equal to or below 20/200 in at least one eye) impairment. Patients were excluded if they were diagnosed with wet AMD in either eye or had any ophthalmologic condition, medication use, or treatment that rendered them unsuitable for inclusion. Ophthalmologic conditions that could render the patient unsuitable for inclusion encompassed the following: retinal disease affecting the macula (e.g., inherited retinal diseases, diabetic macular edema, pathologic myopia, retinal detachment), ocular inflammation (e.g., uveitis), ocular malignancy, or any ocular conditions affecting central vision and/or retinal imaging. Medications and treatments that excluded patients included anti-vascular endothelial growth factor therapy, intraocular or refractive surgery, an ocular implant, gene transfer or cell transplantation therapy, or any ocular drug in the context of a previous clinical trial in the past 12 weeks. Patients with a mental disability or significant mental illness, legal incapacity, limited legal capacity, or any other lack of fitness that, in the opinion of the screener, would preclude the participant’s participation in or ability to complete the study were also excluded.
All patients were screened over the phone, consented verbally, and provided a copy of their consent via email or mail. Following consent, patients were contacted to schedule a phone interview which was estimated to last 60 min. The interviews were conducted to provide a direct perspective on living with dry AMD and to allow for a better understanding of patients’ terminology for describing dry AMD and treatment concepts. An interview guide was used by the interviewers to ensure consistency in interview content. The interviews were conducted by two trained interviewers (LG [PhD], LB-M [MSc]) with experience in conducting individual patient interviews. Interviewers shared with participating patients the reasons for performing the interview and their interest in the research topic. With the patient’s consent, other interviewers were permitted to listen to the call for training or quality assurance purposes. Patient responses to discussion questions were captured by a moderator on a de-identified copy of the interview guide as well as de-identified worksheets for reported signs, symptoms, and impacts. All interviews were recorded with patient consent and were transcribed; transcripts were not shared with patients.
Four waves of interviews, each consisting of five patients, were conducted by the two trained interviewers . During the session, patients were asked a set of open-ended questions with probes to explore their experience with dry AMD. Patients were asked about their first experience with the condition, how their experience may have changed over time, and current signs, symptoms, and impacts of the condition and its treatments. Additionally, patients were asked to rate the degree of disturbance the symptoms and impacts had on their daily lives.
For each concept identified, interviewers asked patients how disturbing the symptom or impact was or is to their life using a 0–10 scale, with 0 being “does not disturb” and 10 being “greatly disturbs.” The interview approach followed the recommendations provided by the International Society for Pharmacoeconomics and Outcomes Research Good Research Practices Task Force [11, 12]. No repeat interviews were conducted, and patients did not provide feedback on study findings.
Treatment of Study Data
De-identified transcripts of patient interviews were coded using ATLAS.ti. Two coders coded the transcripts, identifying patient descriptions and disturbance ratings of signs, symptoms, and impacts. Patients could report disturbance ratings for multiple time periods throughout their disease progression. In these cases, the highest number was reported during the coding process to capture the worst extent of symptom or impact disturbance.
Saturation of concepts (i.e., the point at which additional patient interviews did not contribute unique concepts or new information) was assessed to ensure adequate sample size, given that there are no suitable methods for power calculations in qualitative interview studies. To evaluate saturation, the codes derived from the second wave of interviews were compared with the codes from the first wave of interviews to determine whether any new information at the concept level was present in the second group. If new concepts appeared in the second group, saturation was not achieved. The comparison was repeated for the next wave of interviews, and the point at which saturation was achieved was identified.
The study considered both the number of patients mentioning a concept and the average disturbance rating to identify the most salient signs, symptoms, and impacts of dry AMD. A concept was deemed salient if at least 50% of patients mentioned the concept and the average disturbance rating was at least 5.0.
Human Subject Approval
The study was conducted in accordance with ethical principles that have their origin in the Declaration of Helsinki and are consistent with Good Clinical Practice and applicable regulatory requirements. The study was conducted in accordance with the regulations of the United States FDA as described in 21 CFR 50 and 56, applicable laws, and institutional review board requirements. Ethics approval was obtained from the New England Institutional Review Board (NEIRB), 197 First Avenue, Suite 250, Needham, MA 02494.
Final Conceptual Model
Following interviews, the signs, symptoms, and impacts included in the literature-based conceptual model were refined based on physician and patient responses and were incorporated into a final conceptual model.
Targeted Literature Review and Preliminary Conceptual Model
The targeted literature review, conducted in December 2018, identified 29 articles exploring health-related QoL evidence in patients with AMD that provided inputs for the literature-based conceptual model (Fig. 2). Five articles specifically focused on dry AMD only; no concepts exclusive to dry AMD were identified.
Initial dry AMD conceptual model based on targeted literature review. Note: Concepts are based on AMD literature search and not solely on dry AMD. No concepts exclusive to dry AMD were found in the literature. Concepts are listed by order of number of articles mentioning the concept. AMD age-related macular degeneration, HCP healthcare provider
Patient experience data identified from the literature review and included in the initial conceptual model were confirmed with an analysis of data obtained from patient blogs.
Clinician Interviews and Model Refinement
Five clinicians reviewed the initial literature-based model and recommended refinements to the conceptual model (Fig. 3). The clinicians refined the existing concepts and suggested the addition of new concepts and exclusion of others to accurately capture the patient experience. Key impacts highlighted by all clinicians included difficulty reading and driving, stress, anxiety, and frustration.
Revised dry AMD conceptual model based on input from clinician interviews. Red text: New concepts mentioned by the clinicians. Bold text: Concepts most important to patients as mentioned by the clinicians. Strikethrough: Concept mentioned by at least two clinicians as not characteristic of the patient experience of dry AMD. AMD age-related macular degeneration, HCP healthcare provider
Patient Concept Elicitation Interviews and Model Refinement
Twenty patients with dry AMD participated in the concept elicitation interviews; no patients refused to participate in the interviews following confirmation of eligibility and diagnosis. Interviewed patients skewed toward elderly (mean age 69 years, range 51–83 years), white, and female patients; most had moderate eye disease (Table 2). There was a trend for decreasing visual acuity in the best-seeing eye, with decreasing visual acuity in the worst-seeing eye.
Patient characteristics: concept elicitation interviews
|Characteristic||All patients (N = 20)|
|Age, years, mean (min–max)||69 (51–83)|
|Female, n (%)||12 (60)|
|Race, n (%)|
|Black/African American||5 (25)|
|Pacific Islander||1 (5)|
|Not available||2 (10)|
|Number of eyes affected, n (%)|
|Disease severity, n (%)a|
|Employment status, n (%)|
|Not available||3 (15)|
aDisease severity defined as follows: mild, visual acuity of 20/40 to 20/80 in both eyes; moderate, visual acuity of 20/80 to 20/200 in worst-seeing eye; severe: visual acuity of 20/200 or less in worst-seeing eye
Six new concepts were identified that were not included in the literature-based model. No new concepts emerged in waves 3 or 4, demonstrating that symptom and concept saturation were achieved in wave 2.
The patient concept elicitation interviews identified blurred vision as a key symptom that was reported by all patients regardless of disease severity (Table 3). Patient quotes describing the symptoms of dry AMD are provided in Appendix 1 of the Electronic Supplementary Material (ESM) (Supplementary Table 1).
Signs and symptoms and immediate and general impacts of dry AMD mentioned in patient interviews: overall and by disease severity
Concepts are ordered by number of mentions in patient interviews. Bold text: Symptoms/impacts mentioned by ≥ 50% of patients
AMD age-related macular degeneration
Results from the disturbance analysis identified progressive vision loss, blurred vision, difficulty seeing in low light, and poor light/dark adaptation as the most bothersome symptoms reported by 80% or more of patients. The most salient signs and symptoms were blurred vision, difficulty seeing in low light, progressive vision loss, poor depth perception, poor light/dark adaptation, distorted vision, difficulty seeing contrasts or the reporting of items as appearing “washed out,” and loss of central visual field/central blind spot.
No notable severity-specific symptoms were identified, and no frequency of mention trend was observed across disease severities.
Impacts mentioned by more than 80% of patients included difficulty driving, reading, and completing activities of daily living, as well as frustration and dependency on other people. These impacts were largely attributed to the most salient signs and symptoms mentioned by patients. For example, because of blurred vision and difficulty seeing in low-light environments, patients described having difficulty driving and reading. Patient quotes describing the impacts of dry AMD are provided in Appendix 1 of the ESM (Supplementary Table 2).
The most disturbing impacts to patients were eye strain, difficulty reading, and financial difficulties. The most salient impacts were difficulty reading and driving, frustration, dependency on other people, difficulty completing activities of daily living, worry about their disease and the future, inability to or limited participation in social and leisure activities, stress and anxiety, lack of confidence, poor spatial perception and mobility, and depression.
Final Conceptual Model
The final conceptual model included 35 signs, symptoms, and impacts, 19 of which were mentioned by at least 50% of patients and received a disturbance rating of 5 or higher on average, and were therefore considered salient (Fig. 4). Concepts not identified in the literature-based model that were noted by patients and included in the final model were ocular dryness, itching, and irritation; headache; disorientation; difficulty recognizing faces; eye strain; and slow vision adjustment in the morning. Concepts included in the literature-based model, but not mentioned by patients and therefore excluded from the final model, included night blindness, ocular pain, gastrointestinal distress, dissatisfaction with healthcare provider, shame about disease condition, and lack of motivation.
Final dry AMD conceptual model. Bold text: Salient symptoms/impacts were defined as those which were mentioned by ≥ 50% of patients and received a disturbance rating of ≥ 5 on average. AMD age-related macular degeneration. aConcepts outside the saliency definition, but included due to proximity of mentions and disturbance to the salient concepts
To better understand the dry AMD patient experience, we captured, defined, and organized information on the distinct signs, symptoms, and impacts of disease using a rigorous three-step analysis. Results from this exercise led to the development of the first known conceptual model in dry AMD. Our approach provided a comprehensive review of the patient experience and identified connections between salient impacts and specific signs and symptoms noted by patients. Of the 35 signs, symptoms, and impacts included in the final conceptual model, 19 were mentioned by the majority of patients and received a disturbance rating of 5 or higher. As such, this conceptual model can be used to support the development of a fit-for-purpose clinical outcomes assessment.
Research that identifies the key effects of dry AMD on the patient experience, including the signs, symptoms, and impacts of disease, can enhance regulatory decision-making and serve as a resource for regulators, payers, clinicians, and patients . Examples of label claims that incorporate patient-reported outcomes in ophthalmology include alcaftadine for ocular itching  and ciclosporin for ocular symptoms  in the United States, and ranibizumab for vision-related functioning  in Europe. However, few data are available in the published literature on conceptual model development or steps used to develop the patient-reported outcome strategy that supports these claims.
Results from a review of the literature identified several validated PROMs used in assessing QoL in patients with wet AMD , but no measures that specifically addressed QoL or the effect of symptoms on QoL in patients with dry AMD. To the extent that the two diseases differ in terms of presentation and population, and that clinical outcome instruments designed for the two separate populations are deemed valuable, our research could therefore prove seminal when used to elucidate the impact of dry AMD and its symptoms on QoL.
Change in visual acuity is often used to assess treatment response in patients with AMD, in both clinical trials and clinical practice . However, visual acuity is a clinical measurement and physician-reported; therefore, it does not assess change from the patient perspective  or provide insight into the psychological effects on patients. Results from a recently completely literature review of PROMs in ophthalmology concluded that the patient preferences identified using these instruments in routine practice may surprise healthcare providers and policymakers, ultimately transforming the way patients seen in ophthalmology practices are treated .
The utilization of non-disease-specific QoL instruments may be meaningful for economic evaluation, but they often lack the sensitivity for measuring the effect of signs, symptoms, and impacts on patients with eye diseases . Additionally, non-vision-specific assessments of QoL do not allow patients to document the relevant or important effects that changes in visual acuity have on aspects of life they consider important . Evidence obtained from patients with wet AMD suggest that general QoL instruments are inferior to vision-specific instruments when measuring health-related QoL in patients with visual disorders .
The NEI-VFQ-25, often considered a gold-standard patient-reported outcome instrument for ophthalmology conditions, is frequently incorporated into ophthalmology studies submitted to regulatory and health technology assessment authorities for review. However, the NEI-VFQ-25 focuses predominantly on measuring the impacts, not the symptoms, of ophthalmic disease. Although the salient impacts in our conceptual model are similar to impacts measured by the NEI-VFQ-25, many of the concepts in our final conceptual model are not measured by either generic or available vision-specific tools. Specifically, most vision-specific instruments, such as the NEI-VFQ-25, that are used to assess QoL in patients with AMD cover few, if any, of the symptoms identified in our final conceptual model.
A strength of this study is the use of a three-step, systematic approach that follows FDA recommendations to obtain information directly from patients. However, all physicians and patients recruited for interviews were from the United States and therefore may not reflect the patient dry AMD experience globally. Although patients participating in the study had a physician-confirmed diagnosis of dry AMD and provided information on visual acuity, information was not collected on other disease features such as drusen or geographic atrophy. While this could be viewed as a limitation of this research, it is an inherent limitation of conceptual models that aim to balance model generalizability with granularity. Additionally, the purpose of this research was not to develop a conceptual model for a particular dry AMD phenotype, but rather a general model of the patient experience in order to inform future development and selection of PROMs. The interviews performed in this study were reliant on patient recall to identify signs, symptoms, and impacts, and therefore could be affected by recall and recency bias. Lastly, the conceptual model was developed using results from a moderate number of patients. However, concept saturation was achieved, and no new concepts were elicited during later interview waves.