- •Diabetic Retinopathy
- •Preface
- •Acknowledgments
- •Contents
- •Contributors
- •Pathophysiology of Diabetic Retinopathy
- •1.1 Retinal Anatomy
- •1.1.1 History
- •1.1.2 Anatomy
- •1.1.3 Microanatomy of the Retina Neurons
- •1.1.4 Intercellular Spaces
- •1.1.5 Internal Limiting Membrane
- •1.1.6 Circulation
- •1.1.7 Arteries
- •1.1.8 Veins
- •1.1.9 Capillaries
- •1.2 Hemodynamics, Macular Edema, and Starling’s Law
- •1.3 Biochemical Basis for Diabetic Retinopathy
- •1.3.1 Increased Polyol Pathway Flux
- •1.3.2 Advanced Glycation End Products (AGEs)
- •1.3.3 Activation of Protein Kinase C (PKC)
- •1.3.4 Increased Hexosamine Pathway Flux
- •1.4 Macular Edema
- •1.5 Development of Proliferative Diabetic Retinopathy
- •1.6 Summary of Key Points
- •1.7 Future Directions
- •References
- •Genetics and Diabetic Retinopathy
- •2.1 Background for Clinical Genetics
- •2.2 The Role of Polymorphisms in Genetic Studies
- •2.3 Types of Genetic Study Design
- •2.4 Studies of the Genetics of Diabetic Retinopathy
- •2.4.1 Clinical Studies
- •2.4.2 Molecular Genetic Studies
- •2.4.3 EPO Promoter
- •2.4.4 Aldose Reductase Gene
- •2.4.5 VEGF Gene
- •2.5 Genes in or Near the HLA Locus
- •2.6 Receptor for Advanced Glycation End Products (RAGE) Genes
- •2.7 Endothelial NOS2 and NOS3 Genes
- •2.9 Solute Carrier Family 2 (Facilitated Glucose Transporter), Member 1 Gene (SLC2A1)
- •2.11 Potential Value of Identifying Genetic Associations with Diabetic Retinopathy
- •2.12 Summary of Key Points
- •2.13 Future Directions
- •Glossary
- •References
- •Epidemiology of Diabetic Retinopathy
- •3.1 Introduction and Definitions
- •3.2 Epidemiology of Diabetes Mellitus
- •3.3 Factors Influencing the Prevalence of Diabetes Mellitus
- •3.4 Epidemiology of Diabetic Retinopathy
- •3.5 Diabetes and Visual Loss
- •3.6 Prevalence and Incidence of Diabetic Retinopathy
- •3.7 By Diabetes Type
- •3.8 By Insulin Use
- •3.10 By Duration of Diabetes Mellitus
- •3.11 By Ethnicity
- •3.12 Gender
- •3.13 Age at Onset of Diabetes
- •3.14 Socioeconomic Status and Educational Level
- •3.15 Family History of Diabetes
- •3.16 Changes Over Time
- •3.17 Epidemiology of Diabetic Macular Edema (DME)
- •3.18 Epidemiology of Proliferative Diabetic Retinopathy (PDR)
- •3.19 Socioeconomic Impact of Diabetes
- •3.20 Socioeconomic Impact of Diabetic Retinopathy
- •3.21 Summary of Key Points
- •3.22 Future Directions
- •References
- •Systemic and Ocular Factors Influencing Diabetic Retinopathy
- •4.1 Introduction
- •4.2 Systemic Factors
- •4.2.1 Glycemic Control
- •4.2.1.1 Type 1 Diabetes Mellitus
- •4.2.1.2 Type 2 Diabetes Mellitus
- •4.2.1.3 Rapidity of Improvement in Glycemic Control
- •4.2.2 Glycemic Variability
- •4.2.3 Insulin Use in Type 2 Diabetes
- •4.2.5 Blood Pressure
- •4.2.6 Serum Lipids
- •4.2.7 Anemia
- •4.2.8 Nephropathy
- •4.2.9 Pregnancy
- •4.2.10 Other Systemic Factors
- •4.2.11 Influence on Visual Loss
- •4.3 Effects of Systemic Drugs
- •4.3.1 Diuretics
- •4.3.3 Aldose Reductase Inhibitors
- •4.3.4 Drugs That Target Platelets
- •4.3.5 Statins
- •4.3.6 Protein Kinase C Inhibitors
- •4.3.7 Thiazolidinediones (Glitazones)
- •4.3.8 Miscellaneous Drugs
- •4.4 Ocular Factors Influencing Diabetic Retinopathy
- •4.6 Economic Consequences
- •4.7 Summary of Key Points
- •4.8 Future Directions
- •References
- •Defining Diabetic Retinopathy Severity
- •5.1 Summary of Key Points
- •5.2 Future Directions
- •5.3 Practice Exercises
- •References
- •6.1 Optical Coherence Tomography (OCT)
- •6.2 Heidelberg Retinal Tomograph (HRT)
- •6.3 Retinal Thickness Analyzer (RTA)
- •6.4 Microperimetry
- •6.5 Color Fundus Photography
- •6.6 Fluorescein Angiography
- •6.7 Ultrasonography
- •6.8 Multifocal ERG
- •6.9 Miscellaneous Modalities
- •6.10 Summary of Key Points
- •6.11 Future Directions
- •6.12 Practice Exercises
- •References
- •Diabetic Macular Edema
- •7.1 Epidemiology and Risk Factors
- •7.2 Pathophysiology and Pathoanatomy
- •7.2.1 Anatomy
- •7.3 Physiology
- •7.4 Clinical Definitions
- •7.5 Focal and Diffuse Diabetic Macular Edema
- •7.6 Subclinical Diabetic Macular Edema
- •7.7 Refractory Diabetic Macular Edema
- •7.8 Regressed Diabetic Macular Edema
- •7.9 Recurrent Diabetic Macular Edema
- •7.10 Methods of Detection of Diabetic Macular Edema
- •7.11 Case Report 1
- •7.12 Case Report 2
- •7.13 Other Ancillary Studies in Diabetic Macular Edema
- •7.14 Natural History
- •7.15 Treatments
- •7.15.1 Metabolic Control and Effects of Drugs
- •7.16 Focal/Grid Laser Photocoagulation
- •7.16.1 ETDRS Treatment of CSME
- •7.17 Evolution in Focal/Grid Laser Treatment Since the ETDRS
- •7.18 Macular Thickness Outcomes After Focal/Grid Photocoagulation
- •7.19 Resolution of Lipid Exudates After Focal/Grid Laser Photocoagulation
- •7.20 Inconsistency in Defining Refractory Diabetic Macular Edema
- •7.21 Alternative Forms of Laser Treatment for Diabetic Macular Edema
- •7.22 Peribulbar Triamcinolone Injection
- •7.23 Intravitreal Triamcinolone Injection
- •7.24 Intravitreal Dexamethasone Delivery System
- •7.27 Combined Intravitreal and Peribulbar Triamcinolone and Focal Laser Therapy
- •7.28 Vitrectomy
- •7.29 Supplemental Oxygen and Hyperbaric Oxygenation
- •7.30 Resection of Subfoveal Hard Exudates
- •7.31 Subclinical Diabetic Macular Edema
- •7.32 Cases with Simultaneous Indications for Focal and Scatter Laser Photocoagulation
- •7.34 Factors Influencing Treatment of Diabetic Macular Edema
- •7.35 Sequence of Therapy
- •7.36 Interaction of Cataract Surgery and Diabetic Macular Edema
- •7.37 Summary of Key Points
- •7.38 Future Directions
- •References
- •Diabetic Macular Ischemia
- •8.1 Introduction
- •8.2 Pathogenesis, Anatomy, and Physiology
- •8.3 Natural History
- •8.4 Clinical Evaluation
- •8.5 Clinical Significance of Diabetic Macular Ischemia
- •8.6 Controversies and Conundrums
- •8.7 Summary of Key Points
- •8.8 Future Directions
- •References
- •Treatment of Proliferative Diabetic Retinopathy
- •9.1 Introduction
- •9.2 Laser Photocoagulation
- •9.2.1 Indications
- •9.2.2 PRP Technique
- •9.2.3 Complications
- •9.2.4 Outcome
- •9.3 Intraocular Pharmacological Therapy
- •9.4 Vitreoretinal Surgery
- •9.4.1 Indications
- •9.4.2 Preoperative Management
- •9.4.3 Instrumentation
- •9.4.4 Techniques
- •9.4.5 Postoperative Management
- •9.4.6 Complications
- •9.4.7 General Outcome
- •9.5 Follow-Up Considerations in PDR
- •9.6.1 Cataract and PDR
- •9.6.2 Dense Vitreous Hemorrhage and Untreated PDR
- •9.6.3 Untreated PDR with Diabetic Macular Edema
- •9.6.4 PDR with Severe Fibrovascular Proliferation/Traction Retinal Detachment
- •9.6.5 PDR with Neovascular Glaucoma
- •9.6.6 Conditions Altering the Clinical Course of PDR
- •9.7 Summary of Key Points
- •9.8 Future Directions
- •References
- •Cataract Surgery and Diabetic Retinopathy
- •10.1 Scope of the Problem of Diabetic Retinopathy Concomitant with Surgical Cataract
- •10.2 Visual Outcomes After Cataract Surgery in Patients with Diabetic Retinopathy
- •10.3 Postoperative Course and Special Considerations After Cataract Surgery in Patients with Diabetic Retinopathy
- •10.4 The Influence of Cataract Surgery on Diabetic Retinopathy
- •10.5 The Role of Ancillary Testing in Managing Cataract Surgery in Eyes with Diabetic Retinopathy
- •10.6 Candidate Risk and Protective Factors for Diabetic Macular Edema Induction or Exacerbation Following Cataract Surgery and Suggested Management Actions
- •10.7 The Problem of Adherence to Preferred Practice Guidelines
- •10.8 Management of the Diabetic Eye Without Macular Edema About to Undergo Cataract Surgery
- •10.9 Treatment of Diabetic Macular Edema Detected Before Cataract Surgery When the Macular View Is Clear
- •10.10 Management When Cataract Sufficient to Obscure the Macular View and DME Coexist or When Refractory DME and Cataract Coexist
- •10.11 Patients with Simultaneous Indications for Panretinal Photocoagulation and Cataract Surgery
- •10.12 Management of Cataract in Patients with Diabetic Retinopathy Undergoing Vitrectomy
- •10.13 Influence of Vitrectomy Surgery on Cataract Formation
- •10.15 Postoperative Endophthalmitis in Patients with Diabetic Retinopathy
- •10.16 Summary of Key Points
- •10.17 Future Directions
- •References
- •The Relationship of Diabetic Retinopathy and Glaucoma
- •11.1 Interaction of Diabetes and Glaucoma
- •11.2 Iris and Angle Neovascularization Pathoanatomy and Pathophysiology
- •11.3 Epidemiology
- •11.4 Clinical Detection
- •11.5 Classification
- •11.6 Risk Factors for Iris Neovascularization
- •11.7 Entry Site Neovascularization After Pars Plana Vitrectomy
- •11.8 Anterior Hyaloidal Fibrovascular Proliferation
- •11.9 Treatments for Iris Neovascularization
- •11.10 Modifiers of Behavior of Iris Neovascularization
- •11.11 Management of Neovascular Glaucoma
- •11.12 Summary of Key Points
- •11.13 Future Directions
- •References
- •The Cornea in Diabetes Mellitus
- •12.1 Introduction
- •12.2 Pathophysiology
- •12.3 Anatomy and Morphological Changes
- •12.4 Clinical Manifestations
- •12.5 Ocular Surgery
- •12.6 Treatment of Corneal Disease in Diabetes Mellitus
- •12.7 Conclusion
- •12.8 Summary of Key Points
- •12.9 Future Directions
- •References
- •Optic Nerve Disease in Diabetes Mellitus
- •13.1 Relevant Normal Optic Nerve Anatomy and Physiology
- •13.2 The Effect of Diabetes on the Optic Nerve
- •13.3 Nonarteritic Anterior Ischemic Optic Neuropathy and Diabetes
- •13.4 Diabetic Papillopathy
- •13.5 Disk Edema Associated with Vitreous Traction
- •13.6 Superior Segmental Optic Hypoplasia (Topless Optic Disk Syndrome)
- •13.7 Wolfram Syndrome
- •13.8 Summary of Key Points
- •13.9 Future Directions
- •References
- •Screening for Diabetic Retinopathy
- •14.1 Introduction
- •14.2 Who Does Not Need to Be Screened
- •14.5 Screening with Dilated Ophthalmoscopy by Ophthalmic Technicians or Optometrists
- •14.6 Screening with Dilated Ophthalmoscopy by Ophthalmologists
- •14.7 Screening with Dilated Ophthalmoscopy by Retina Specialists
- •14.8 Photographic Screening
- •14.9 Nonmydriatic Photography
- •14.10 Mydriatic Photography
- •14.11 Risk Factors for Ungradable Photographs
- •14.12 Number of Photographic Fields
- •14.13 Criteria for Referral
- •14.14 Obstacles to the Use of Teleophthalmic Screening Methods
- •14.15 Combination Methods of Screening
- •14.16 Case Yield Rates
- •14.17 Compliance with Recommendation to Be Seen by an Ophthalmologist
- •14.18 Intravenous Fluorescein Angiography and Oral Fluorescein Angioscopy
- •14.19 Automated Fundus Image Interpretation
- •14.20 Subgroups Needing Enhanced Screening Efforts
- •14.21 Screening in Pregnancy
- •14.22 Economic Considerations
- •14.23 Comparisons of the Screening Methods
- •14.24 Accountability of Screening Programs
- •14.25 Summary of Key Points
- •14.26 Future Directions
- •References
- •Practical Concerns with Ethical Dimensions in the Management of Diabetic Retinopathy
- •15.1 Incorporating Ancillary Testing in the Management of Patients with Diabetic Retinopathy
- •15.2.1 Case 1
- •15.2.2 Case 2
- •15.4 Working in a Managed Care Environment (Capitation)
- •15.5 Interactions with Medical Industry
- •15.7 Comanagement of Patients
- •15.9 Summary of Key Points
- •15.10 Future Directions
- •References
- •Clinical Examples in Managing Diabetic Retinopathy
- •16.1.1 Discussion
- •16.2 Case 2: Bilateral Proliferative Diabetic Retinopathy with Acute Vitreous Hemorrhage in One Eye and a Chronic Traction Retinal Detachment in the Other Eye
- •16.2.1 Discussion
- •16.2.2 Opinion 1
- •16.2.3 Opinion 2
- •16.2.4 Opinion 3
- •16.3 Case 3: Sight Threatening Diabetic Retinopathy in a Patient with Concomitant Medical and Socioeconomic Problems
- •16.3.1 Discussion
- •16.4 Case 4: Asymptomatic Retinal Detachment Following Vitrectomy in a Patient Who Has Had Panretinal Laser Photocoagulation
- •16.4.1 Discussion
- •16.5 Case 5: Management of Progressive Vitreous Hemorrhage Following Scatter Photocoagulation for Proliferative Diabetic Retinopathy
- •16.5.1 Discussion
- •16.6.1 Discussion
- •16.7 Case 7: Proliferative Diabetic Retinopathy with Macular Traction and Ischemia
- •16.7.1 Discussion
- •16.8 Case 8: What Is Maximal Focal/Grid Laser Photocoagulation for Diabetic Macular Edema?
- •16.8.1 Definition of the Problem
- •16.8.2 Discussion
- •16.9 Case 9: What Independent Information Does Macular Perfusion Add to Patient Management in Diabetic Retinopathy?
- •16.9.1 Discussion
- •16.10 Case 10: Macular Edema Following Panretinal Photocoagulation for Proliferative Diabetic Retinopathy
- •16.10.1 Discussion
- •16.11 Case 11: Diabetic Macular Edema with a Subfoveal Scar
- •16.11.1 Discussion
- •16.12.1 Definition of the Problem
- •16.12.2 Discussion
- •16.13.1 Definition of the Problem
- •16.13.2 Discussion
- •16.14 Case 14: How Is Diabetic Macular Ischemia Related to Visual Acuity?
- •16.14.1 Definition of the Problem
- •16.14.2 Discussion
- •References
- •Subject Index
Chapter 3
Epidemiology of Diabetic Retinopathy
Abdhish R. Bhavsar, Geoffrey G. Emerson, M. Vaughn Emerson, and David J. Browning
3.1 Introduction and Definitions
Epidemiology is the study of factors that determine the occurrence and distribution of disease in a population. In studying the epidemiology of diabetic retinopathy (DR), the literature is large and can be difficult for the clinician to mentally organize. To help in this regard, we note that reports generally display information in grids that are multidimensional. These dimensions can be categorized as follows:
Outcome variables – indices of visual loss or improvement
Prevalence and incidence rates
Risk factors for outcome variables
Types of diabetes
Populations sampled
Eras of sampling
In any single report, it is typical that only a slice of information through this multidimensional epidemiologic study space is reported. In this chapter, we will attempt to provide a broad view of the many dimensions of the topic. For a more detailed study of parts of the topic, the interested reader can pursue the cited references.
The outcome variables reported typically are presence of any DR, presence of proliferative diabetic retinopathy (PDR), presence of diabetic macular edema (DME), and measures of vision loss. There are many other outcome variables, and
A.R. Bhavsar (*)
Clinical Research, Retina Center, University of Minnesota, Posterior Segment Research, Phillips Eye Institute, Minneapolis, MN 55404, USA
e-mail: bhavs001@umn.edu
their meanings often differ slightly among studies, but the most common ones found in the literature are defined as follows:
Presence of Diabetic Retinopathy – the presence of a threshold level of fundus change indicating that the eye has diabetic retinopathy (DR). This threshold level varies among studies. Examples include the presence of a certain number of microaneurysms detected in a specified region of the fundus or the presence of any characteristic lesion of diabetic retinopathy.1 The Eye Diseases Prevalence Research Group classified presence of DR as mild, moderate, or severe DR, diabetic macular edema, or any combination of these.2
Progression of Diabetic Retinopathy – there are a number of diabetic retinopathy severity scales, the best known being the Early Treatment Diabetic Retinopathy Study (ETDRS) classification system and its modifications. Progression means that the level of retinopathy severity has increased on such a scale by a threshold amount, often two steps (e.g., the Wisconsin Epidemiologic Study of Diabetic Retinopathy [WESDR]) or three steps (e.g.,
the Diabetes Control and Complications Trial [DCCT]).3,4
Progression to Proliferative Diabetic Retinopathy
– this variable applies to an incidence study and refers to those participants without PDR at the baseline examination who had PDR at the follow-up examination.5
Presence of Diabetic Macular Edema or Clinically Significant Macular Edema – DME is the presence of macular thickening within a certain distance from the center of the macula, often
D.J. Browning (ed.), Diabetic Retinopathy, DOI 10.1007/978-0-387-85900-2_3, |
53 |
Springer ScienceþBusiness Media, LLC 2010 |
|
54 |
A.R. Bhavsar et al. |
|
|
two disk diameters, as determined by stereoscopic fundus photographs grading. Clinically significant macular edema (CSME) is thickening at or within 500 mm of the center of the macula, presence of lipid with adjacent thickening within 500 mm of the center of the macula, or presence of thickening of at least one disk area in extent, any part of which comes to within one disk diameter of the center of the macula.6
Requirement for Laser Photocoagulation – sightthreatening DR due to DME and PDR is treated with laser photocoagulation. This outcome variable therefore is a practical index of progression to a clinically important level of retinopathy. In the United Kingdom Prospective Diabetic Retinopathy Study (UKPDS), 78% of laser treatment was for DME and 22% was for PDR.7
Moderate Visual Loss – on the ETDRS visual acuity chart, a loss of visual acuity of three lines or 15 letters; a synonymous term is doubling of the visual angle.
Visual Impairment – best corrected visual acuity in the better seeing eye worse than 20/40.8
Moderate Visual Impairment – best corrected visual acuity in the better seeing eye worse than 20/40 but better than 20/2009; some studies use different cutpoints for the definition.5
Severe Visual Impairment – best corrected visual acuity in the better seeing eye of 20/200 or worse.9
Severe Visual Loss – on the ETDRS visual acuity chart, severe visual loss refers to visual acuity of 5/200 on two consecutive visits separated by 4 months or more.
Blindness – legal blindness, synonymously termed blindness, means that the visual acuity has dropped to the level of 20/200 or worse.10 Some studies use a 20/400 threshold for the definition.11
Vision Threatening Retinopathy – presence of severe nonproliferative diabetic retinopathy
(NPDR), PDR, or clinically significant macular edema (CSME).1,2
Epidemiologic studies report prevalence rates, incidence rates, or both. These are measures of frequency of disease at a single time or over
time. The definitions of these terms are often confused.
Prevalence – the number of cases of the disease divided by the population at a specified time, expressed as a percentage.12 A prevalence study is sometimes called a cross-sectional study.13
Incidence – the number of new cases that arise during a time divided by the population at risk but disease-free at the beginning of that time.12
Prevalence studies are easier to perform than incidence studies because data are collected once rather than twice. Although simpler to perform, they have the drawback that the temporal sequence of the associations cannot be determined.14 Incidence studies can determine temporal relationships, but have the problem of nonparticipation in the follow-up examination which can potentially bias the data.5 If the incidence study collects data at widely separated times, the problem of spontaneous onset and resolution of the condition can arise, leading to underestimation of annual incidence. For example, WESDR collected data at 4- and 10-year intervals and arrived at annual incidences of DME smaller than studies with annual data collection.13
Epidemiologic results for DR are often presented with reference to the type of diabetes mellitus. There are always two and sometimes three types. All studies distinguish types 1 and 2 diabetes mellitus. In WESDR, the type 1 group is called younger onset diabetes, referring to patients with disease onset at less than 30 years of age.5 WESDR uses the term older onset, not taking insulin to refer to some of the patients with type 2 diabetes mellitus.5 In the WESDR, a third group is defined as older onset, taking insulin; this is a mixed group containing patients with types 1 and 2 diabetes mellitus.5 The unique WESDR nomenclature is important to keep in mind because of the large number of published WESDR reports.
Many variables have been explored in the search for risk and protective associations with aspects of diabetic retinopathy. The risk and protective factors may be different for prevalence rates and incidence rates.13 For example, male sex was a risk factor for
3 Epidemiology of Diabetic Retinopathy |
55 |
|
|
prevalence of CSME but not for incidence of CSME in WESDR.15,16 The following demographic variables have been found to be informative – type of diabetes, requirement for insulin, duration of diabetes, age at baseline examination, ethnicity, and inconsistently gender. Systemic variables found to be important include the quality of glycemic control, quality of control of any concomitant arterial hypertension and dyslipidemia, effects of certain types of medications, certain genotypes, and era of therapy. There are a few ocular factors of importance, such as level of retinopathy at baseline and presence of modifying concomitant ocular conditions such as glaucoma or optic atrophy. In the present chapter, we will review the effects of demographic factors on the clinically important indices of diabetic retinopathy. The effect of systemic and
ocular variables will be discussed in Chapter 4. Genetic variables important for risk and protection are reviewed in Chapter 2.
The last two dimensions considered in many epidemiologic studies characterize the different populations studied and the different eras for which studies have been done. These are important because populations across the world differ and management of diabetes and diabetic retinopathy changes over time. As an example of the former, an estimated 50% of Pima Indians have diabetes, compared to 6.2% of adult Chinese in Taiwan. As an example of the latter, the prevalence rates for diabetic retinopathy among US Whites in 1980–1982 reported in WESDR are higher than in more recent reports, probably reflecting tighter glycemic control over the past 25 years.
Quantifying Risk
The terms odds ratio, relative risk, and hazard ratio are frequently encountered in the epidemiologic literature and may be unclear to clinicians. We will review their definitions.
Odds Ratio – the ratio of the odds of an event occurring in one group to the odds of it occurring in a second group. In the context of this chapter, an example might be the ratio of the odds of a two-step progression of retinopathy in persons with body mass index < 25 to those with body mass index 25. The odds of an event occurring is the probability of the event occurring divided by the probability of the event not occurring. Thus, if p1 and p2 are the probabilities of an event occurring in groups 1 and 2, respectively, the odds are p1/(1–p1) and p2/(1–p2), respectively, and the odds ratio is [p1/(1–p1)]/[p2/(1–p2)]. When p1 and p2 are less than 0.2, the odds ratio is a good estimator of the relative risk.17
Relative Risk – if two groups 1 and 2 are defined, and 1 is considered the reference group, then one can define the absolute risks (probabilities) of an outcome for the groups, r1 and r2. The relative risk of 2 compared to 1 is r2/r1.17 In the context of this chapter, for example, if the risk of losing three lines of vision over 3 years with untreated DME is 0.24 and the risk with focal/grid laser is 0.12, then the relative risk with focal/grid laser treatment is 0.5 (=0.12/0.24).
Hazard Ratio – in survival analysis, a measure of the effect of a variable on the risk of an event. A hazard ratio of 1 implies no effect of the variable. A hazard ratio of 2 implies that presence of the variable confers twice the risk of an event occurring compared to absence of the variable.18
Comparison of epidemiologic studies is difficult. Methodologies differ among studies, such as the criteria for diagnosing diabetes, the tests for ascertaining diabetic retinopathy, and the formats for reporting data.8 Populations may differ in levels of interacting variables, such as blood pressure, glycosylated hemoglobin, and level of serum lipids. In general terms, many epidemiologic studies must be
reviewed to look for a consistent pattern of concordance or discordance of risk and protective factors.1 Moreover, epidemiologic studies are unable to determine causation. Rather, they reveal associations that may be explored in studies aimed at defining causation and effective treatment. Many associations in epidemiologic studies are univariate and vanish when multivariate analyses are carried out.14
56 |
A.R. Bhavsar et al. |
|
|
That is, the predictive power of a variable in a univariate analysis examining prevalence of DR may be accounted for by some other variable. An example of this is the reported higher prevalence of diabetic retinopathy in blacks than in whites, a difference that in some studies vanishes when the effects of glycemic control and blood pressure between these ethnic groups are taken into account.14
3.2 Epidemiology of Diabetes Mellitus
Diabetes mellitus is classified into two types – 1 and 2. In type 1, pancreatic beta cells are destroyed through an autoimmune process leading to an absolute insulin deficiency. In type 2, the peripheral tissues exhibit insulin resistance, and a relative rather than absolute secretory defect of the beta cell is present.19 Types 1 and 2 diabetes comprise variable fractions of diabetes mellitus depending on the country and region, perhaps reflecting a survivorship effect. In population-based studies in rural
China and Barbados, type 1 diabetes comprised <1%.20,21 In contrast, in the United States, type 1
diabetes comprised 11.9% of the participants in WESDR in 1980–1982.22 Estimates for the
prevalence of types 1 and 2 diabetes in persons over the age of 18 in the United States for 2004– 2007 are 0.4 and 7.6% of the population, respectively.23,24 Thus, currently in the United States, approximately 5 and 95% of patients have types 1 and 2 disease, respectively.
In the United States in 2008, it was estimated that 8% of the population, or 24 million persons, had diabetes mellitus. From 1980 to 2006 the number of persons with diabetes in the United States tripled.24
Similar statistics apply worldwide.25 The prevalence of diabetes increases with age (Fig. 3.1).25,26 Con-
tinued growth in prevalence of diabetes mellitus in both developed and less developed countries is projected (Fig. 3.2 and Table 3.1).27 In the United States, it is estimated that 30% of the cases of diabetes mellitus are undiagnosed, and analogous
estimates as high as 76% are reported in other countries.9,19,20,25
An increasing prevalence of diabetes has been documented widely (example for India in Fig. 3.3) and is projected for all countries, but the increase is expected to be higher in developing countries.19 The increase in prevalence is associated with changes in diet, exercise, lifestyle, and increased life expectancy.19,30 Incidence data on diabetes mellitus worldwide are scarce relative to prevalence data.
Fig. 3.1 Global genderspecific prevalence of diabetes by age. The y-axis is percent of the population having diabetes mellitus. The x-axis depicts intervals of age. Reprinted with permission from Wild et al.27
