Skip to main content
Scientific Reports logoLink to Scientific Reports
. 2020 Sep 24;10:15637. doi: 10.1038/s41598-020-72618-y

Attaining functional levels of visual acuity after vitrectomy for retinal detachment secondary to proliferative diabetic retinopathy

Aaron Ricca 1, Kiley Boone 2, H Culver Boldt 1, Karen M Gehrs 1, Stephen R Russell 1, James C Folk 1, M Bridget Zimmerman 3, Mark E Wilkinson 1, Elliott H Sohn 1,
PMCID: PMC7519031  PMID: 32973186

Abstract

Most patients needing diabetic tractional retinal detachment (TRD) surgery are working-age adults that drive and participate in other vision-dependent activities of daily living. We sought to determine the proportion of patients that achieve functional visual acuity (VA) based on the World Health Organization (WHO) definition of ‘low vision’ (≤ 20/80) and US driving standards (≥ 20/40) after vitrectomy for diabetic TRD. In this 10-year retrospective review, consecutive patients who underwent primary vitrectomy for TRD from proliferative diabetic retinopathy were studied. 240 eyes in 203 patients met criteria for analysis (38 eyes were lost to follow up at 3 months; 68 at 12 months; 146 at 60 months). While most patients (nearly 80%) having TRD surgery had low vision pre-op, almost half attained VA that was > 20/80 five years post-op. Those most likely to achieve significant visual improvement (p < 0.0001) had concomitant vitreous hemorrhage pre-op. Only 6% of eyes met the US minimum driving standard before surgery based on VA compared to 28% after vitrectomy however this study did not examine visual fields which could warrant additional assessment depending on local requirements. In summary, significant gains in visual acuity are seen after vitrectomy for diabetic TRD that can result in functional improvement in activities of daily living.

Subject terms: Diabetes complications, Retinal diseases, Vision disorders

Introduction

Diabetic retinopathy is a leading cause of blindness worldwide1, and the top cause of blindness in working-aged adults in most developed countries2.Traction retinal detachment (TRD) in the setting of proliferative diabetic retinopathy (PDR) represents one of the most advanced stages of diabetic retinopathy that often requires pars plana vitrectomy (PPV) to restore vision, or prevent further vision loss. Eyes with macula (i.e. fovea) off TRD and combined traction-rhegmatogenous retinal detachment (TRD/RRD) have relatively poor visual outcomes with high rates of re-detachment, as well as progressive vision loss after vitrectomy311. While there have been recent reports detailing the anatomical successes of modern vitreoretinal surgical instrumentation for diabetic TRDs1216, detailed post-operative visual acuity (VA) changes corresponding to typical daily functions like driving are not well documented.

The World Health Organization (WHO) and International Council of Ophthalmology (ICO) agreed upon three main categories stratifying levels of Snellen VA: near-normal vision (20/12–20/60), low vision (20/80–20/1000), and near-blindness (≤ 20/1000–No Light Perception (NLP))1719. The low vision category is further sub-divided into moderate visual impairment (20/80–20/160), severe visual impairment (20/200 – 20/400), and profound visual impairment (20/500–20/1000)17. These categories were chosen to correspond with visual function such that patients with near-normal vision should be able to read without assistive aids whereas patients with ‘low vision’ typically require magnifiers or large-print books17. Utilizing this internationally accepted classification scheme allows for estimation of a patient’s function in activities of daily living such as reading or driving.

The most universal requirement for maintaining an unrestricted driver’s license in the United States is based on VA of 20/40 or better in one or both eyes together20. Though there are a number of other criteria for a patient to drive21,22, determining the ability for an eye to achieve ≥ 20/40 is useful for counseling patients. In the United States, VA loss due to diabetic retinopathy in one eye keeps many commercial drivers (e.g. semi-truck drivers) from working which has a meaningful economic impact between accrued healthcare costs and lost opportunity costs. In the US a VA of ≥ 20/40 is required in each eye to drive with a commercial drivers license. There were 5.7 million commercial motor vehicle operators in the United States in 201223. One study showed that over 7% of commercial drivers have diabetes24 which translates to roughly 400,000 affected individuals. According to the 10-year data from the Wisconsin Epidemiologic Study of Diabetic Retinopathy, 16–19% of patients develop PDR and 4–10% have < 20/40 VA25. When extrapolated to the number of commercial drivers with diabetes, 64,000–76,000 will develop PDR and 50% will be blind within 5 years26. Thus the effect of TRD in those with a commercial drivers license translates into substantive economic impact in America.

We sought to determine the proportion of eyes that sustain significant visual gain (or loss) after vitrectomy for diabetic TRD in those meeting VA-based WHO/ICO ‘low vision’ criteria. We also assessed the number of eyes that attain VA of ≥ 20/40 post-operatively. This study allowed us to relate functional VA outcome surrogates27 with long-term anatomic success and complications of patients needing vitrectomy for TRD secondary to PDR in a tertiary, academic hospital setting.

Methods

This retrospective, non-comparative, interventional, consecutive case series conducted at the University of Iowa followed the guidelines of the Declaration of Helsinki and was approved by University of Iowa Institutional Review Board who deemed that subject consent was unnecessary due to the retrospective nature of the study. Billing codes for TRD, PDR, and vitrectomy were used to formulate a database of patients from 2001–2011; these charts were reviewed for possible entry into the study. The standard principles of TRD repair by vitrectomy were adhered to by all surgeons28,29, although individual surgeon preferences on precise technique for different situations could vary. Inclusion criteria were those who had TRD secondary to PDR at the time of vitrectomy. Whether the TRD involved the macula pre-operatively was sometimes difficult to determine as a fair number had VH or lacked detailed records of this. Exclusion criteria were those who had prior PPV. Detailed pre-, intra-, and post-operative data were recorded. Pre-operative data included the patient’s age at the time of surgery, patient’s gender, smoking status, drinking status, type of diabetes, duration of the diabetes, ocular comorbidities, systemic comorbidities, location of the TRD, whether the eye had previous pan-retinal photocoagulation, lens status, best-corrected VA, presence of vitreous hemorrhage (VH), and intraocular pressure. Intra-operative data included gauge of instrumentation used, type of tamponade (i.e. air, gas or oil) employed, adjunctive procedures such as scleral buckle and/or lensectomy, and intra-operative complications. Post-operative data included fellow eye needing vitrectomy, post-op complications, additional surgeries, post-op visual acuity, intra-ocular pressure, and ocular comorbidities. The patient’s VA, intraocular pressure, lens status, and retinal attachment status were recorded at 3, 6, 12, and 60 months post-op, when available. Snellen visual acuities were converted to logMAR scale allowing for statistical analyses. As this was a retrospective study with attrition expected over 60 months of follow-up, VA data were also evaluated for a change of logMAR 0.5 (equivalent to five lines on the ETDRS chart) for those dropping out of study after 3, 6 and 12 months. Patient VA data were stratified based on the WHO classification of ‘near-normal vision’ (> 20/80) and ‘low vision’ (≤ 20/80)1719as well as the universally accepted standard for driving acuity (≥ 20/40)20. When evaluating visual recovery, improving three Early Treatment Diabetic Retinopathy Study (ETDRS) lines of vision (logMAR 0.3 equivalent) is most commonly used as an endpoint as this represents a doubling of the visual angle on the ETDRS chart30, and has strong statistical significance even at poorer VAs 31.

Results

General characteristics

A total of 697 charts were found that met the initial search criteria and were reviewed for entry into the study. Seventy one percent (71%) of patients were excluded from analysis because of absence of TRD, absence of DM, absence of PDR, a prior PPV, no PPV, insufficient data, or deviation from the entry time window. A breakdown of this data is in Supplemental Table 1. We analyzed 240 eyes from 203 patients (29% of queried charts) that met all inclusion and exclusion criteria. Thirty-seven patients (18.2%) had PPV in both eyes. At the time of surgery, 215 eyes were phakic (90%) and 25 eyes (10%) were pseudophakic. The mean age at time of surgery was 48 years-old (range 21–88). 106 patients (52%) were male and 97 (48%) female. Twenty-eight eyes (12%) had a combined TRD/RRD. Fifteen eyes (6%) required re-operation for retinal detachment while 3 eyes (1%) ultimately underwent enucleation. Sixty-six eyes, 33.8% of phakic patients post-op, required cataract surgery through the duration of the study with a median post-op time to cataract extraction of 7 months.

Visual outcomes

Median pre-operative VA was 20/320 (n = 240). Post-operative VA was 20/125 at 3 months (n = 202), 20/100 at 6 months (n = 170), 20/100 at 12 months (n = 134), and 20/80 at 60 months (n = 57). The changes in VA from pre-op were compared at 3, 6, and 12 months post-op follow-up in these groups (demonstrated in Table 1) with data extending to 60 months.

Table 1.

Visual acuity (VA; in logMAR) after vitrectomy for diabetic traction retinal detachment in eyes with pre-operative VA better or worse than 20/80.

Pre-op VA Post-op time (months) N Median logMAR Lower Quartile logMAR Upper Quartile logMAR Min logMAR Max logMAR P value*
Better than 20/80 3 Pre-op VA (change) 47 0.5 (0.0) 0.3 (− 0.2) 0.5 (0.3) − 0.1 (− 0.5) 0.5 (3.9) 0.260
6 Pre-op VA (change) 40 0.5 (0.0) 0.3 (− 0.1) 0.5 (0.2) − 0.1 (− 0.5) 0.5 (3.9) 0.532
12 Pre-op VA (change) 34 0.5 (− 0.1) 0.3 (− 0.3) 0.5 (0.3) − 0.1 (− 0.5) 0.5 (4.9) 0.970
60 Pre-op VA (change) 13 0.5 (− 0.1) 0.5 (− 0.1) 0.5 (0.0) 0.2 (− 0.2) 0.5 (0.8) 0.429
20/80 or worse 3 Pre-op VA (change) 155 1.8 (− 0.4) 1.0 (− 1.0) 3.3 (0.0) 0.6 (− 3.2) 4.3 (3.7) <0.0001
6 Pre-op VA (change) 130 1.8 (− 0.5) 1.1 (− 1.3) 3.3 (0.0) 0.6 (− 3.1) 4.3 (4.2) <0.0001
12 Pre-op VA (change) 100 1.8 (− 0.5) 1.1 (− 1.2) 3.3 (0.0) 0.6 (− 3.9) 4.3 (4.2) 0.003
60 Pre-op VA (change) 44 1.55 (− 0.8) 1.0 (− 0.6) 2.5 (− 0.3) 0.6 (− 0.6) 4.3 (1.0) 0.277

*Wilcoxon signed-rank test.

Pre-operatively, 79% (190/240) of eyes had VA ≤ 20/80. At 12 months, 57% of eyes with a pre-op VA ≤ 20/80 improved 0.3 logMAR, whereas 26% of those with a pre-op VA of > 20/80 improved 0.3 logMAR (Table 2). At 60 months of follow up, there was no statistically significant difference in VA for those patients with pre-op VA ≤ 20/80, p = 0.16 (Fig. 1). Stability in VA (< 0.3 logMAR change) was seen in 47% of eyes with pre-op VA of > 20/80 at 12 months (Table 2). Patients with VH pre-operatively tended to have greater improvement in VA compared to those without pre-operative VH. Among patients who had ≤ 20/80 VA and a VH at the time of operation, the median logMAR change in visual acuity was -0.6 at three months (n = 119; p < 0.0001), − 0.7 at 6 months (n = 100; p < 0.0001), and -0.7 at 12 months (n = 75; p < 0.0001). In patients with ≤ 20/80 VA without a VH, no significant change in vision was noted at the different post-operative time points. In patients with > 20/80 VA there was no significant change in vision at the various post-operative time points regardless of presence or absence of VH.

Table 2.

Percentage of eyes with change in visual acuity (VA) of at least 0.3 logMAR after vitrectomy for diabetic traction retinal detachment when pre-operative VA was better or worse than 20/80.

Pre-op VA Post-op time (months) N Improve [ > 0.3 increase] Same  [< 0.3 change] Worse  [> 0.3 decrease]
Better than 20/80 3 47 7 (15%) 28 (60%) 12 (26%)
6 40 5 (12%) 28 (70%) 7 (18%)
12 34 9 (26%) 16 (47%) 9 (26%)
60 13 2 (15%) 9 (70%) 2 (15%)
20/80 or worse 3 155 83 (54%) 43 (28%) 29 (19%)
6 130 79 (61%) 24 (18%) 27 (21%)
12 100 57 (57%) 23 (23%) 20 (20%)
60 44 26 (59%) 8 (18%) 10 (23%)

Figure 1.

Figure 1

Patients who underwent vitrectomy with traction retinal detachment with a) pre-op visual acuity (VA) compared to 5 years after surgery for patients with pre-op vision of ≤ 20/80. Mean pre-op VA was 1.9 logMAR (Snellen equivalent 20/1600); 5 years post-op was 1.6 logMAR (Snellen equivalent 20/800) and b) pre-op visual acuity (VA) compared to 5 years after surgery for patients with post-op vision of ≥ 20/40. Mean pre-op VA was 1.2 logMAR (Snellen equivalent 20/300); 5 years post-op was 0.2 logMAR (Snellen equivalent 20/30).

While the pre-operative percentage of eyes with VA ≥ 20/40 was just 6% (15/240), 28% (37/134) of eyes had VA ≥ 20/40 at 12 months post-op. The percentage of eyes with VA ≥ 20/40 held steady at 30% (29/95) at 24 months and 28% (16/57) at 60 months post-op. A substantial change occurred in eyes in the near-normal vision category as 21% (50/240) with VA > 20/80 pre-operatively increased to 43% (58/134) at 12 months, 43% (41/96) at 24 months, and 49% (28/57) at 60 months (Fig. 1). Nearly 20% of eyes with pre-op VA of ≤ 20/80 achieved VA of ≥ 20/40 after vitrectomy (Table 3).

Table 3.

Percentage of eyes with post-operative visual acuity (VA) ≥ 20/40 and > 20/80 when pre-operative VA was better or worse than 20/80.

Pre-op VA Post-op time (months) N Post-op VA ≥ 20/40 Post-op VA > 20/80
Better than 20/80 3 47 20 (43%) 30 (64%)
6 40 18 (45%) 29 (73%)
12 34 18 (53%) 25 (74%)
60 13 7 (54%) 11 (85%)
20/80 or worse 3 155 28 (18%) 44 (26%)
6 130 23 (18%) 45 (35%)
12 100 19 (19%) 33 (33%)
60 44 17 (32%) 28 (64%)

We found no statistically significant association for age, gender, tamponade agent, tobacco use, lens status, or intra-op complications in those who had improvement in visual acuity of at least 0.3 logMAR at 12 months with initial VA ≤ 20/80 (Table 4). Demographics for those presenting at 3 months follow up are shown in Supplemental Table 2. No statistically significant difference in visual outcomes was identified between 20-gauge compared to 23 combined with 25-gauge vitrectomies at any time point, although a small trend of 0.1 – 0.2 logMAR gains in visual acuity was seen in the 23/25-gauge group at each time point compared to 20 gauge.

Table 4.

Association of patient factors with improvement in visual acuity of at least 0.3 logMAR at 12 months in those with initial VA of 20/80 or worse.

Variable Improved VA Count (%) p value
Gender
Female n = 51 27 (53%) 0.403+
Male n = 49 30 (61%)
Current smoker
Yes n = 19 11 (58%) 0.892+
No n = 73 41 (56%)
Drink alcohol
Yes n = 17 10 (59%) 0.789+
No n = 76 42 (55%)
Tamponade
C3F8 n = 25 13 (52%) 0.222+
SF6 n = 21 15 (71%)
SO n = 14 5 (36%)
Air n = 5 4 (80%)
None n = 35 20 (57%)
Lens status
Phakic n = 56 29 (52%) 0.235+
Pseudophakic n = 44 28 (64%)
Intra-op complications
Yes n = 21 10 (48%) 0.329+
No n = 79 47 (59%)
Age Mean(SD)
Improved VA (n = 57) 47.7 (13.0) 0.492#
Same/Worse VA (n = 43) 49.6 (14.8)

+Pearson Chi-square; # t-test.

Effect of attrition on visual outcomes

Since attrition rate may skew outcomes in this study (n = 240 pre-operatively; n = 202 at 3 months, n = 170 at 6 months, n = 134 at 12 months, and n = 57 at 60 months), we compared available post-operative acuities among patients who dropped out at 6 and 12 months. There was no significant change in the percentage of patients who stayed the same (logMAR change of < 0.5), worsened (increase of 0.5 in logMAR acuity), or improved (decrease of 0.5 in logMAR acuity) at the three-month visit, regardless of attrition. Similarly, visual outcomes at 6 months were not significantly different among those who dropped out at 12 months and those who did not.

Characteristics of patients with poor outcome

Twenty-four eyes (10%) had light perception or worse visual acuity post-operatively. The 23 patients who perceived NLP or LP vision two years post-operatively had an average pre-op vision that was significantly worse compared to those who did not develop such vision (3.6 logMAR acuity vs 1.5 logMAR acuity, p < 0.0001). Using average pre-op logMAR acuity of 4.3 (LP) as a predictor for poor visual outcome, we evaluated the performance of such a cut-off in predicting poor surgical outcomes in our data set. While such a cut off is specific (94.6%) for predicting poor outcomes (defined as LP or NLP vision by two years post-operatively) the sensitivity and positive predictive value of such a cut-off is very poor (26.4 and 27.5%, respectively). Thirteen eyes developed NLP vision, all initially presenting with either LP or HM pre-op vision. Eyes became NLP due to a combination of mechanisms including neovascular glaucoma, closed funnel RD, ischemic retinopathy/optic neuropathy, and phthisis bulbi. A percentage of patients with poor visual acuity at two years had the following characteristics identified pre-operatively: TRD involving the fovea (45.8%), four had star folds (16.7%), three had macular holes (12.5%), and three had breaks outside the area of TRD (12.5%).

Eight patients underwent surgery who had LP vision pre-operatively. Average logMAR acuity post-operatively at 1 year was 4.1 logMAR (4.3 logMAR = light perception vision). There was no significant difference in VA pre- vs. post-operatively in this group (p = 0.5165, n = 8). Sixty-three percent of these patients either became worse or stayed light perception vision, with the remaining achieving counting fingers vision (n = 1) or hand motion vision (n = 2).

Discussion

This study shows that before surgery nearly 80% of eyes with TRD from PDR have low vision; after vitrectomy over half of these eyes had significant improvement in visual acuity, corresponding with functional improvements based on visual acuity. Pre-operatively only 6% of eyes with TRD from PDR achieved a VA of ≥ 20/40, while almost 30% of eyes had VA ≥ 20/40 post-operatively with 5 years of follow-up. Eyes with VH were more likely to obtain statistically significant gains in VA. These data point to the real world, functional value of vitrectomy for TRD from PDR that can give valuable information to physicians, patients and their support systems on long-term expectations after surgery.

TRD from PDR is a challenging condition to manage due to often complex vitreoretinal traction, retinal ischemia, neovascularization and relatively poor prognosis with or without surgery. Recent data shows 50% of patients with TRD and non-clearing VH, and 87% of patients with non-clearing VH alone, have at least a three ETDRS line improvement one year after vitrectomy surgery32. Another study found that approximately 80% of eyes have improved or stabilized vision after TRD repair with similar outcomes between PPV gauges15. This study supports these findings but specifically evaluated the outcomes based on the internationally accepted cut-off for ‘low vision’ (≤ 20/80) established by the WHO and the ICO17. It also determined how often patients regained the widely accepted minimum VA for an unrestricted US drivers license, ≥ 20/40, according to the U.S. Department of Transportation and the National Highway Traffic Safety Administration33. These results are consistent with previously published data9,34. As discussed, these surgical outcomes have a large socioeconomic impact on the country with respect to commercial drivers. There are other factors that could limit driving function in patients with PDR beyond loss of VA such as loss of peripheral field from PRP21,22,35,36; a limitation to this study is that we did not include assessment of VFQ-25 or visual fields. We also did not analyze the status of the fellow eye, which may or may not have been good enough to meet the vision minimum for driving.

There was no improvement in VA seen in patients with a pre-op VA of light perception (though the number with eyes with LP VA pre-op was small), suggesting that it is severe, irreversible ischemic retinopathy and/or optic neuropathy that limits our ability to help patients with the most advanced disease. A second PPV was required in 6% of eyes compared to 10% in other studies and the rate of post-operative vision of LP or worse was 10% which is similar or favorable to other studies15,37. When looking at visual outcomes between different gauge surgeries, no difference in visual outcomes was found when comparing 20 gauge to 23 and 25 gauge systems. In both groups 18%-26% of patients had worse vision than prior to surgery. These results are commensurate with a recently published large data set by Storey et al. where 80% of eyes showed stable or improved vision and no difference in outcomes detected between different gauge systems15. Notably, there are limitations with using logMAR 0.3 of improvement of visual acuity as a statistically significant standard despite widespread acceptance and use31.

This study evaluated a patient cohort cared for by several different vitreoretinal surgeons with the goal of approximating typical outcomes from a single academic center. This cohort is comprised of primarily caucasian patients which may not extrapolate well to other areas of the world. There was moderate attrition throughout the length of follow-up, but this was partly due to the nature of a tertiary referral center whereby patients are routinely discharged to follow locally as soon as is medically appropriate (often occurring around 3 months post-op).

Ultimately, these data provide the ability to appropriately counsel diabetic patients needing surgery for TRD that visual acuity gains typically occur within 6–12 months after surgery and are maintained out to 5 years. Around 30% of all patients achieve visual acuity good enough to drive and over 50% of all patients achieve near-normal vision correlating with improved function in activities of daily living. This enables a better understanding of what can be expected from modern vitreoretinal surgery for such a challenging condition and how classification of visual outcomes can correlate with patient functional outcomes.

Supplementary information

Supplementary file1 (37.8KB, pdf)
Supplementary file2 (40KB, pdf)

Author contributions

Acquisition of data: K.B., E.H.S., A.R.; Analysis of data: M.B.Z., M.E.W., A.R., K.B., E.H.S., H.C.B., K.M.G., S.R.R., J.C.F.; Contribution to data: H.C.B., K.M.G., S.R.R., J.C.F., E.H.S.; Writing of manuscript: A.R., K.B., M.E.W., E.H.S.; Conception and design of manuscript: E.H.S., M.E.W., A.R.; All authors reviewed the manuscript.

Competing interests

No conflicting relationship exists for any author but the following have financial disclosures. Elliott Sohn: Research support Oxford Biomedica; Consultancy Dutch Ophthalmic Research Corporation. Stephen Russell: Research Support: Spark Therapeutics, ProQR; Consultancy: Novartis, Spark Therapeutics.; Co-Founder IDx Technologies, Inc.

Footnotes

Publisher's note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary information

is available for this paper at 10.1038/s41598-020-72618-y.

References

  • 1.Bourne RR, et al. Causes of vision loss worldwide, 1990–2010: a systematic analysis. Lancet Glob. Health. 2013;1:339–349. doi: 10.1016/S2214-109X(13)70113-X. [DOI] [PubMed] [Google Scholar]
  • 2.Mohamed Q, Gillies MC, Wong TY. Management of diabetic retinopathy: a systematic review. JAMA. 2007;298:902–916. doi: 10.1001/jama.298.8.902. [DOI] [PubMed] [Google Scholar]
  • 3.Blankenship GW, Machemer R. Pars plana vitrectomy for the management of severe diabetic retinopathy: an analysis of results five years following surgery. Ophthalmology. 1978;85:553–559. doi: 10.1016/S0161-6420(78)35639-6. [DOI] [PubMed] [Google Scholar]
  • 4.Mandelcorn MS, Blankenship G, Machemer R. Pars plana vitrectomy for the management of sever diabetic retinopathy. Am. J. Ophthalmol. 1976;81:561–570. doi: 10.1016/0002-9394(76)90117-3. [DOI] [PubMed] [Google Scholar]
  • 5.Tolentino FI, Freeman HM, Tolentino FL. Closed vitrectomy in the management of diabetic traction retinal detachment. Ophthalmology. 1980;87:1078–1089. doi: 10.1016/S0161-6420(80)35115-4. [DOI] [PubMed] [Google Scholar]
  • 6.Blankenship GW, Machemer R. Long-term diabetic vitrectomy results: report of 10 year follow-up. Ophthalmology. 1985;92:503–506. doi: 10.1016/S0161-6420(85)34015-0. [DOI] [PubMed] [Google Scholar]
  • 7.Two-year course of visual acuity in severe proliferative diabetic retinopathy with conventional management. Diabetic Retinopathy Vitrectomy Study (DRVS) report #1. Ophthalmology. 92, 492–502 (1985). [DOI] [PubMed]
  • 8.Early vitrectomy for severe vitreous hemorrhage in diabetic retinopathy. Two-year results of a randomized trial. Diabetic Retinopathy Vitrectomy Study report 2. The Diabetic Retinopathy Vitrectomy Study Research Group. Arch Ophthalmol.103, 1644–1652 (1985). [PubMed]
  • 9.Thompson JT, de Bustros S, Michels RG, Rice TA, Glaser BM. Results of vitrectomy for proliferative diabetic retinopathy. Ophthalmology. 1986;93:1571–1574. doi: 10.1016/S0161-6420(86)33541-3. [DOI] [PubMed] [Google Scholar]
  • 10.Thompson JT, de Bustros S, Michels RG, Rice TA. Results and prognostic factors in vitrectomy for diabetic traction-rhegmatogenous retinal detachment. Arch Ophthalmol. 1987;105:503–507. doi: 10.1001/archopht.1987.01060040073036. [DOI] [PubMed] [Google Scholar]
  • 11.Brown GC, Tasman WS, Benson WE, McNamara JA, Eagle RC., Jr Reoperation following diabetic vitrectomy. Arch Ophthalmol. 1992;110:506–510. doi: 10.1001/archopht.1992.01080160084037. [DOI] [PubMed] [Google Scholar]
  • 12.Mikhail M, Ali-Ridha A, Chorfi S, Kapusta MA. Long-term outcomes of sutureless 25-G pars-plana vitrectomy for the management of diabetic tractional retinal detachment. Graefes Arch. Clin. 2017;255:255–261. doi: 10.1007/s00417-016-3442-7. [DOI] [PubMed] [Google Scholar]
  • 13.Rahimy E, et al. Diabetic tractional retinal detachment repair by vitreoretinal fellows in a county health system. Retina. 2015;35:303–309. doi: 10.1097/IAE.0000000000000310. [DOI] [PubMed] [Google Scholar]
  • 14.Sohn EH, et al. Angiofibrotic response to vascular endothelial growth factor inhibition in diabetic retinal detachment: report no. 1. Arch Ophthalmology. 2012;130:1127–1134. doi: 10.1001/archophthalmol.2012.1611. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Storey PP, et al. Visual and anatomical outcomes after diabetic traction and traction-rhegmatogenous retinal detachment repair. Retina. 2018;38:1913–1919. doi: 10.1097/IAE.0000000000001793. [DOI] [PubMed] [Google Scholar]
  • 16.Jiao C et al. Apoptosis and angiofibrosis in diabetic tractional membranes after vascular endothelial growth factor inhibition: results of a prospective trial. Report No. 2. Retina.39, 265–273 (2019). [DOI] [PMC free article] [PubMed]
  • 17.Colenbrander A. Visual standards: aspects and ranges of vision loss with emphasis on population surveys. International Council of Ophthalmology. 1–35 (2002).
  • 18.Vashist P, Senjam SS, Gupta V, Gupta N, Kumar A. Definition of blindness under National Programme for Control of Blindness: Do we need to revise it? Indian J Ophthalmol. 2017;65:92–96. doi: 10.4103/ijo.IJO_869_16. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 19.Consultation on development of standards for characterization of vision loss and visual functioning. World Health Organization. 1–19 (2003).
  • 20.Johnson CA, Wilkinson ME. Vision and driving: the United States. J Neuroophthalmol. 2010;30:170–176. doi: 10.1097/WNO.0b013e3181df30d4. [DOI] [PubMed] [Google Scholar]
  • 21.Lorber D, et al. Diabetes and driving. Diabetes Care. 2012;35:81–86. doi: 10.2337/dc12-s081. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 22.Subash M, et al. The effect of multispot laser panretinal photocoagulation on retinal sensitivity and driving eligibility in patients with diabetic retinopathy. JAMA Ophthalmol. 2016;134:666–672. doi: 10.1001/jamaophthalmol.2016.0629. [DOI] [PubMed] [Google Scholar]
  • 23.Thiese MS, et al. Commercial driver medical examinations: prevalence of obesity, comorbidities, and certification outcomes. J Occup. Environ. Med. 2015;57:659–665. doi: 10.1097/JOM.0000000000000422. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 24.Thiese MS, et al. A retrospective analysis of cardiometabolic health in a large cohort of truck drivers compared to the American working population. Am. J. Ind. Med. 2018;61:103–110. doi: 10.1002/ajim.22795. [DOI] [PubMed] [Google Scholar]
  • 25.Klein R, Klein BE, Moss SE, Cruickshanks KJ. The Wisconsin Epidemiologic Study of diabetic retinopathy. XIV. Ten-year incidence and progression of diabetic retinopathy. Arch Ophthalmol.112, 1217–1228 (1994). [DOI] [PubMed]
  • 26.Ferris FL., 3rd Results of 20 years of research on the treatment of diabetic retinopathy. Prev Med. 1994;23:740–742. doi: 10.1006/pmed.1994.1127. [DOI] [PubMed] [Google Scholar]
  • 27.Abramoff MD, et al. Approach for a clinically useful comprehensive classification of vascular and neural aspects of diabetic retinal disease. Invest. Ophthalmol. Vis. Sci. 2018;59:519–527. doi: 10.1167/iovs.17-21873. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 28.Sohn EH. Vitreoretinal Surgery for Tractional Retinal Detachments due to PVR. Eyeytube. https://eyetube.net/video/vitreoretinal-surgery-for-tractional-retinal-detachments-due-to-pdr--kamee/ (2011).
  • 29.Sohn EH. Retina Pearls: Bimanual vitreoretinal surgery for tractional retinal detachment due to proliferative diabetic retinopathy. Retina Today. https://retinatoday.com/2011/08/retina-pearls-bimanual-vitreoretinal-surgery-for-tractional-retinal-detachment-due-to-proliferative-diabetic-retinopathy/ (2011).
  • 30.Ferris FL, 3rd, Kassoff A, Bresnick GH, Bailey I. New visual acuity charts for clinical research. Am. J. Ophthalmol. 1982;94:91–96. doi: 10.1016/0002-9394(82)90197-0. [DOI] [PubMed] [Google Scholar]
  • 31.Beck RW, et al. Visual acuity as an outcome measure in clinical trials of retinal diseases. Ophthalmology. 2007;114:1804–1809. doi: 10.1016/j.ophtha.2007.06.047. [DOI] [PubMed] [Google Scholar]
  • 32.Gupta B, et al. Visual and anatomical outcomes following vitrectomy for complications of diabetic retinopathy: the DRIVE UK study. Eye (Lond). 2012;26:510–516. doi: 10.1038/eye.2011.321. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 33.Lococo KH, Stutts J, Sifrit KJ, Staplin L. Medical review practices for driver licensing. Admin. NHTS: Guidel. Process. USA. 2017;3:1–650. [Google Scholar]
  • 34.Yorston D, et al. Predictive clinical features and outcomes of vitrectomy for proliferative diabetic retinopathy. Br. J. Ophthalmol. 2008;92:365–368. doi: 10.1136/bjo.2007.124495. [DOI] [PubMed] [Google Scholar]
  • 35.Mackie SW, et al. How much blame can be placed on laser photocoagulation for failure to attain driving standards? Eye (Lond). 1995;9:517–525. doi: 10.1038/eye.1995.118. [DOI] [PubMed] [Google Scholar]
  • 36.Muqit MM, Wakely L, Stanga PE, Henson DB, Ghanchi FD. Effects of conventional argon panretinal laser photocoagulation on retinal nerve fibre layer and driving visual fields in diabetic retinopathy. Eye (Lond). 2010;24:1136–1142. doi: 10.1038/eye.2009.308. [DOI] [PubMed] [Google Scholar]
  • 37.Brown GC, Benson WE, Tasman WS, McNamara JA. Re-operation following pars plana vitrectomy for the sequelae of proliferative diabetic retinopathy. Trans - PA Acad. Ophthalmol. Otolaryngol. 1990;42:955–958. [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

Supplementary file1 (37.8KB, pdf)
Supplementary file2 (40KB, pdf)

Articles from Scientific Reports are provided here courtesy of Nature Publishing Group

RESOURCES