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Diabetes and Postoperative Endophthalmitis in the Endophthalmitis Vitrectomy Study
Bernard H. Doft, MD;
Stephen R. Wisniewski, PhD;
Sheryl F. Kelsey, PhD;
Shirley Groer Fitzgerald, PhD;
and the Endophthalmitis Vitrectomy Study Group
Arch Ophthalmol. 2001;119:650-656.
ABSTRACT
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Objectives To determine whether there was a different response to vitrectomy and
tap/biopsy with or without systemic antibiotic treatment in the Endophthalmitis
Vitrectomy Study and whether the signs and symptoms of endophthalmitis differ
between diabetic and nondiabetic patients.
Design A multicenter clinical trial in which patients with acute postcataract
extraction endophthalmitis were randomly assigned in a 2 x 2 factorial
design to vitrectomy or tap/biopsy, in each case with or without intravenous
antibiotics, and followed up for 9 months. Outcome measures included visual
acuity assessed in standardized fashion.
Results Fifty-eight of 420 study patients had diabetes. Diabetic patients had
slightly worse vision and ocular media at the baseline assessment. Only 39%
of diabetic patients compared with 55% of nondiabetic patients achieved 20/40
final vision. Both diabetic and nondiabetic patients with initial light perception
(LP)-only vision had better visual results with immediate vitrectomy. For
those with better than LP baseline vision, patients with diabetes achieved
visual acuity of 20/40 more often with vitrectomy (57%) than with tap/biopsy
(40%), but this difference was not statistically significant. Patients without
diabetes did equally well with vitrectomy or tap/biopsy.
Conclusions For patients with better than LP vision, tap/biopsy is appropriate for
those without diabetes. A clinical trial of a sufficient number of diabetic
patients with better than LP vision is necessary to determine the best management
for this group. At present, initial vitrectomy or tap/biopsy are reasonable
approaches for diabetic patients with better than LP vision.
INTRODUCTION
MOST, BUT NOT all, literature suggests that persons with diabetes are
at increased risk of developing endophthalmitis after intraocular surgery.1-4 In previous
reports,5-6 14% to 21% of patients
with endophthalmitis were diabetic. Diabetic patients who develop endophthalmitis
after cataract extraction tend to have worse visual results than nondiabetic
patients. The worse visual results may occur more commonly among diabetic
patients with diabetic retinopathy compared with those who do not have diabetic
retinopathy.5
The Endophthalmitis Vitrectomy Study (EVS)7
was a multicenter clinical trial sponsored by the National Eye Institute to
compare immediate pars plana vitrectomy and tap/biopsy, and to compare the
use vs nonuse of systemic (intravenous [IV]) antibiotics for the treatment
of postoperative bacterial endophthalmitis. Patients were assigned by random
allocation according to a 2 x 2 factorial design to 1 of 4 groups: vitrectomy
with IV antibiotics, tap/biopsy with IV antibiotics, vitrectomy without IV
antibiotics, and tap/biopsy without IV antibiotics. The EVS showed that systemic
antibiotics did not provide benefit in the management of acute postcataract
extraction endophthalmitis. The study also showed that for the entire group
of EVS patients, those who had light perception (LP)-only vision at the baseline
assessment had better final visual results if they underwent an immediate
pars plana vitrectomy, but those with better than LP vision at baseline did
not obtain additional benefit with immediate vitrectomy.7
Of the 420 patients enrolled in the EVS, 58 had diabetes. This article presents
EVS results for the subset of patients who were diabetic.
PATIENTS AND METHODS
THE EVS TRIAL
The methods and results of the EVS have been reported elsewhere.7 Briefly, patients with suspected bacterial endophthalmitis
after cataract surgery or secondary lens implantation were screened for eligibility
at 24 clinical sites in the United States. Between February 1990 and January
1994, 420 subjects met the inclusion and exclusion criteria7
and consented to participate in the trial.
These patients were randomly assigned according to a 2 x 2 factorial
design to 1 of 4 treatment groups: initial vitrectomy with IV antibiotics,
initial vitrectomy without IV antibiotics, initial tap/biopsy with IV antibiotics,
and initial tap/biopsy without IV antibiotics. The details of the surgical
procedures and the use of the IV antibiotics are presented elsewhere.7
All patients had standard visual acuity assessments based on the Early
Treatment of Diabetic Retinopathy Study (ETDRS) protocol at entry and at 3-
and 9-month follow-up visits. An additional assessment was made at a 12-month
visit for patients who had additional procedures, based on the examination
results of the 9-month visit. Best-corrected visual acuity was measured after
manifest refraction using the ETDRS visual acuity charts. According to protocol,
3 thresholds of visual outcomes were chosen to reflect different levels of
functional vision: 20/40 (70 letters) or better, 20/100 (50 letters) or better,
and 5/200 (5 letters) or better.
DATA COLLECTION
At the initial visit, the data collected consisted of patient-specific
history (eg, age and sex), history of the involved eye (eg, previous glaucoma
treatment and history of retinal detachment), current antibiotic use, and
a clinical examination of the involved eye. The presence of diabetes was defined
by a patient taking any medication for glycemic control.
The cataract surgical wound was examined to determine the presence or
absence of a wound dehiscence, a wound leak, or a vitreous wick and whether
the wound margin was fully covered by conjunctiva. The presence of an intraocular
lens and its type were noted. The capsule was assessed to determine if it
was present, intact, or not intact. Indirect ophthalmoscopy was performed
to assess the red reflex and, to the extent possible, obtain an overall stereoscopic
view of the fundus and vitreous, including the posterior pole and an anterior
view that extends as far to the periphery as possible. A B-scan ultrasound
was performed to determine if a choroidal detachment and/or a retinal detachment
was present when the ocular media prevented evaluation of the choroid or retina.
During the initial surgical procedure (vitrectomy or tap/biopsy), anterior
chamber and vitreous specimens were obtained and inoculated in culture media
as described previously.7 Each microbiologic
isolate was assigned a "laboratory infection status" category based on a definition
that integrated the culture and Gram stain results from the patient's eye.8 The 4 categories of laboratory infection status were
(1) no or equivocal only growth, (2) Gram-positive coagulase-negative growth,
(3) other Gram-positive growth, and (4) Gram-negative growth.
If there were complications during the initial procedure, the information
regarding the type of complication was recorded. The study protocol allowed
for clinically appropriate additional procedures to take place at any time
during the course of follow-up.
STATISTICAL METHODS
The distribution of baseline characteristics, microbiology spectrum,
and complications were compared among those with and those without a history
of diabetes using a 2 test for discrete data and a Wilcoxon
rank sum test for continuous data. For those visual acuity thresholds, dichotomous
outcome differences among those with and those without diabetes were presented.
To examine the full range of visual acuity outcomes, we considered the
visual acuity score based on the ETDRS acuity chart. Outcomes are reported
for 396 of the 420 EVS patients who completed a final follow-up visit. Among
the 396 patients were 2 for whom final visual acuity data were missing, resulting
in final visual acuity being reported for 394 patients. (Of the 40 patients
with better than LP vision and diabetes at the baseline assessment, 4 had
missing data for the final follow-up assessment. The initial treatment assignments
for these 4 patients were 1 each to vitrectomy with IV, vitrectomy without
IV, tap/biopsy with IV, and tap/biopsy without IV. These missing data were
balanced across the treatment groups.) The visual acuity scores among EVS
patients were not normally distributed, so linear models that require an assumption
of normality were not appropriate. A Mantel-Haenszel log-rank analysis was
used with each visual acuity score as a stratum. This allowed outcome comparisons
of the proportion of patients with visual acuity scores of more than 1 letter,
more than 2 letters, more than 3 letters, and so on. This analysis of outcomes
is parallel to the use of life-table analysis. A figure was constructed to
present the cumulative proportion of patients according to the final visual
acuity score achieved. The figure is parallel to usual "survival curves."
A log-rank statistic was used to compare the distributions between diabetic
and nondiabetic patients after verifying the assumption of proportional hazards;
a stepwise Cox regression model was used to extend analysis of visual acuity
outcome to take into account baseline characteristics.
RESULTS
BASELINE CHARACTERISTICS
Fifty-eight (13.8%) of the 420 EVS patients had diabetes. Table 1 describes the baseline characteristics. In general, diabetic
patients with endophthalmitis were similar to nondiabetic patients with endophthalmitis,
although there was a significantly higher percentage of nonwhites and patients
with a history of hypertension in the diabetic group. There was no difference
is the distribution of the symptoms of endophthalmitis (red eye, pain, blurred
vision, swollen lid) between the 2 groups. There was a trend for poorer vision
(74.1% with either LP only or hand motions only in the group with diabetes
vs 69.6% in the group without diabetes), but this difference was not statistically
significant. Similarly, those with diabetes tended to have worse media clarity
at the initial visit. For diabetic patients, there was no view of a retinal
vessel in 89.7% compared with 77.4% for nondiabetic patients (P = .09).
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Table 1. Baseline Characteristics by Diabetes Status*
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There was a significant difference in the presence of rubeosis
iridis, with 8.6% of the eyes of diabetic patients having rubeosis iridis
compared with 1.9% of the eyes of nondiabetic patients (P = .004). While the proportion of those having a hypopyon (89.7% for
those with diabetes vs 85.1% for those without diabetes; P = .36) was similar, there was a significant difference in the median
size of the hypopyon. In patients with a hypopyon, those with diabetes had
a 50% larger hypopyon (median, 1.5 mm for diabetic vs 1.0 mm for nondiabetic; P = .03).
The mean time from the inciting surgery until development of ocular
symptoms was 6 days (median, 4) in the diabetic group and 7 days (median,
4) in the nondiabetic group. This difference was not statistically significant.
MICROBIOLOGY SPECTRUM BY DIABETES STATUS
The microbiology spectrum by diabetes status is presented in Table 2.9
There was a significant difference in the distribution of the microbiology
results between those with and those without diabetes (P = .046). The nondiabetic group was twice (33.2%) as likely to have
no growth than the diabetic group (15.5%). Conversely, the diabetic group
was more likely to show confirmed growth than the nondiabetic group. Gram-positive,
coagulase-negative micrococci were significantly more likely to grow from
the eyes of diabetic patients (58.6%) than from eyes of nondiabetic patients
(45.0%). Cultures of diabetic patients were only slightly more likely to yield
virulent organisms (other Gram positive and Gram negative): 25.9% vs 21.8%
for nondiabetics.
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Table 2. Microbiology Spectrum by Diabetes Status*
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COMPLICATIONS AND ADDITIONAL PROCEDURES
Table 3 shows that there
was no significant difference in the distribution of operative complications
during the initial procedure between those with and those without diabetes
(1.7% vs 5.0%; P = .27). There was also no difference
in the rate of retinal detachment at any time during follow-up between the
2 groups (diabetics vs nondiabetics, 6.9% vs 8.6%; P
= .67).
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Table 3. Complications by Diabetes Status
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Diabetic patients were somewhat more likely to have an additional procedure
during the course of the follow-up (diabetics vs nondiabetics, 43.1% vs 34.0%; P = .18). This difference was most marked for early additional
procedures (performed within the first week after the initial assessment)
with 20.7% of diabetic patients undergoing an early additional procedure compared
with 8.8% of nondiabetic patients (P = .006). There
was only little difference in late additional procedures, with 31.0% incidence
among diabetics vs 27.1% in nondiabetics.
VISUAL OUTCOME
Table 4 presents the visual
outcome results for the 394 patients with and without diabetes for whom these
data are available. Final acuity data were not available for 4 of the initial
58 diabetic patients, 2 from the vitrectomy group and 2 from the tap/biopsy
group. For all of the visual acuity thresholds tested, the diabetes group
had a significantly higher proportion with poor vision (<5/200, 5 letters:
20.4% vs 10.0%; <20/100, 50 letters: 44.4% vs 22.7%; <20/40, 70 letters:
61.1% vs 44.7%). Conversely, the nondiabetic group had more patients achieve
good vision, with 55.3% achieving 20/40 vision compared with 38.9% of diabetic
patients.
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Table 4. Visual Outcome by Diabetes Status*
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Figure 1 shows the cumulative
percentage distribution of final visual acuity scores in both groups. Note
that a lower percentage of diabetic compared with nondiabetic patients reach
a given visual acuity threshold throughout the entire acuity range. For example,
56% of patients with diabetes reach the 20/100 (50 letter) threshold compared
with 77% of those without diabetes.
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Distribution of visual acuity scores by diabetes status.
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Because the baseline characteristics associated with poor visual outcome
were often interrelated, independent risk factors were determined, ie, factors
related to outcome even after their association with other factors was taken
into consideration. Table 5 presents
the relative risks for significant independent baseline factors (based on
a Cox regression analysis) for a decrease over the entire range of visual
acuity (as distinct from individual visual acuity thresholds).7
After controlling for the other factors associated with final visual acuity
score (eg, age and baseline visual acuity), patients with diabetes had a 1.55
risk of decreased final vision compared with those without diabetes.
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Table 5. Independent Risk Factors for Visual Acuity*
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TREATMENT INTERACTION WITH DIABETES
Diabetic patients who had better than LP vision at the baseline assessment
tended to benefit from vitrectomy, whereas nondiabetic patients did not (Table 6). In statistical terms, there was
a borderline interaction between vitrectomy and diabetes (P = .09) after controlling for other factors related to outcome,7 including baseline visual acuity and vitrectomy.
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Table 6. Final Visual Acuity by Diabetes Status, Baseline Visual Acuity,
and Initial Treatment
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Nondiabetic patients with better than LP vision at baseline had no advantage
to initial vitrectomy: 62.4% achieved 20/40 visual acuity with vitrectomy
and 68.7% with tap/biopsy (Table 6). For nondiabetic patients with inital LP-only vision, 32.6% who underwent vitrectomy
achieved 20/40 final vision compared with 13.2% who underwent tap/biopsy.
Results were similar for other visual thresholds. Thus, just as for the group
of all EVS patients,7 in nondiabetic patients
there is a clear benefit for vitrectomy for those with LP-only vision.
However, among diabetic patients there is a different trend. For diabetic
patients with initial LP-only vision, one third achieved 20/40 final results
with vitrectomy compared with none who underwent tap/biopsy. For diabetic
patients with better than LP vision at baseline, 57% (12/21) who underwent
initial vitrectomy achieved 20/40 final vision compared with 40% (6/15) who
underwent tap/biopsy (Table 6).
Similar trends are seen for other visual thresholds. These differences were
not statistically significant. The number of diabetic patients with better
than LP vision at the baseline assessment (and for whom there were final visual
results) was small (n = 36).
A treatment interaction was found between IV antibiotic use and diabetes
after controlling for all other factors that were identified in the article
reporting the main EVS outcomes,7 including
the interaction between initial vision and vitrectomy. Data show that IV antibiotics
provide no advantage in the nondiabetic group, but in the diabetic group,
IV antibiotics are associated with a significantly worse outcome. For example,
13 (52%) of the 25 diabetic patients who did not receive systemic antibiotics
and for whom final visual results were available achieved 20/40 vision compared
with 8 (36%) of 22 patients who received IV antibiotics.
COMMENT
POPULATION
Fourteen percent of the 420 EVS patients had diabetes. Phillips and
Tasman6 reported the incidence of diabetes
was 21% in their series of postoperative endophthalmitis. The definition of
diabetes for the EVS was based on whether the patient was taking medicine
for glycemic control. The comparison group consisted of 362 patients in the
EVS who were not taking diabetic medicines. We recognize that the "nondiabetic"
group might well include patients who were diabetic but who did not need systemic
medication for diabetic control.
The EVS entry criteria excluded patients if visual acuity before developing
cataract was 20/100 or worse. These exclusion criteria may well have eliminated
from study entry (and therefore from the population being described in this
article) patients with severe diabetic retinopathy. Data from a small previously
published retrospective group suggest that diabetic patients with diabetic
retinopathy do more poorly after endophthalmitis than those without preexisting
retinopathy.5
SYMPTOMS AND SIGNS
The baseline characteristics of diabetic patients were not substantially
different from nondiabetic patients except that those with diabetes tended
to have slightly worse vision, although the difference was not statistically
significant. For example, 74% of diabetic patients had LP or hand motions
vision at the inital assessment compared with 70% of nondiabetic patients.
Regarding media opacification, a retinal vessel could not be seen in 90% of
the diabetic group vs 77% of the nondiabetic group, although this difference
was of only borderline statistical significance.
Symptoms and signs were similar in diabetic and nondiabetic groups.
Given that neuropathy is a complication of diabetes, one might have expected
a lower incidence of pain in the diabetic population, but we did not find
that to be the case. Phillips and Tasman6 also
found a similar rate of pain in diabetic and nondiabetic patients. For the
EVS, the incidence of pain in diabetic patients was 77.6%, and in the article
by Phillips and Tasman was 85%. Previous literature6
reported a slightly greater frequency of hypopyon in diabetic compared with
nondiabetic patients. In the EVS, the frequency of hypopyon was approximately
equal in diabetic and nondiabetic patients, except that when a hypopyon was
present the median height was 50% higher in diabetics.
MICROBIOLOGY
Diabetic patients showed confirmed growth at culture more often than
nondiabetic patients (84.5% vs 66.8%). Phillips and Tasman6
reported a similar finding, ie, a greater frequency of positive cultures from
diabetic than nondiabetic patients with endophthalmitis, and their data showed
a culture-positive rate of 79% in diabetic vs 68% in nondiabetic patients.
Similar findings were reported by Bartz-Schmidt et al.10
The fact that culture-positive rate is higher in diabetic patients probably
reflects a more permissive environment for bacterial growth in the diabetic
eye, with consequent higher bacterial density and perhaps greater number of
viable organisms in the diabetic culture sample than from the nondiabetic
eye.
Diabetic patients showed a slight tendency to be infected with more
virulent organisms, although this was true only for "other Gram-positive"
organisms such as Streptococcus and Staphylococcus aureus. Together, Gram-negative and "other Gram-positive"
organisms accounted for 26% of diabetic cultures vs 22% of nondiabetic cultures.
While Phillips and Tasman6 reported a higher
incidence of Gram-negative infection in diabetic patients, the EVS did not
find a difference in the prevalence of Gram-negative infection.
The largest difference between diabetic and nondiabetic culture results
occurred in the Gram-positive, coagulase-negative group. These were present
in 58.6% of diabetics vs 45.0% of nondiabetic cultures. Phillips and Tasman6 also observed a greater prevalence of coagulase-negative
organisms in diabetic patients of 50% compared with just over 40% in nondiabetic
patients. It is possible the greater frequency of coagulase-negative growth
in the diabetic eye may be because these organisms can grow more readily in
the diabetic but not in the nondiabetic patient, and therefore in the latter
show up as no growth or equivocal growth. The sum of no and equivocal growth
cultures and of coagulase-negative cultures was approximately equal for diabetic
and nondiabetic patients (74.1% vs 78.2%).
COMPLICATIONS
There was no difference in immediate operative complications among diabetic
and nondiabetic patients, and there was no difference in long-term complications
such as retinal detachment.
However, diabetic patients required additional surgical procedures after
the initial study treatment more often than did the nondiabetic group. This
difference mainly occurred in the first week after study entry, when 20.7%
of diabetic vs 8.8% of nondiabetic patients required an additional procedure.
Since the reasons for early additional procedures11
generally involved performing a procedure for worsening clinical course, it
can reasonably be concluded that diabetic patients were more likely to have
a poor initial response to treatment than nondiabetic patients.
VISUAL OUTCOME
At every visual outcome threshold examined, and also along the entire
range of visual function, diabetic patients did not have as good a final visual
result as nondiabetics (Figure 1).
Phillips and Tasman6 also reported worse visual
outcomes in diabetic patients. In their study, 30% of diabetic patients with
endophthalmitis became no light perception compared with 8% of the nondiabetic
population. In the present study, the numbers were 8% vs 4%, respectively.
Phillips and Tasman6 found that 26% of diabetic
compared with 59% of nondiabetic patients achieved 20/200 or better vision.
Our data show a similar trend of diabetics not doing as well as nondiabetics,
but not to the same extent, with 56% of diabetic vs 77% of nondiabetic patients
achieving 20/100 or better final vision. In this study, 55% of nondiabetic
patients achieved 20/40 vision compared with 39% of diabetic patients. Thus,
nondiabetics achieve 20/40 vision 41% more frequently than diabetics. However,
the results for diabetic patients are still encouraging since such a high
percentage of them do achieve reasonably good results of 20/100 and 20/40.
The prognosis for diabetic patients with endophthalmitis is still reasonable,
albeit not as good as that for those without diabetes.
Dev et al5 suggest that diabetic patients
who develop endophthalmitis but who did not have diabetic retinopathy before
developing endophthalmitis have similar visual results to the entire EVS population.7 However, in their study, diabetic patients who had
retinopathy before endophthalmitis developed had worse visual results. The
study by Dev et al5 was retrospective, included
only 12 eyes, and reported a mixture of endogenous and postoperative cases.
We cannot add information regarding this issue since we do not know the diabetic
retinopathy status of our patients before they developed endophthalmitis.
However, excluded from the EVS were patients who had premorbid ocular conditions
other than cataract, which made vision 20/100 or worse. Presumably, these
exclusion criteria would have excluded many patients with severe diabetic
retinopathy from the EVS. Perhaps if patients with severe retinopathy were
also included in the EVS, the results for diabetic patients would have been
even worse than we report.
TREATMENT INTERACTIONS
The EVS shows that patients who were diabetic and were treated with
IV antibiotics had worse outcomes than diabetics who did not receive IV antibiotics.
We cannot explain this result. Possibly it represents a chance variation.
However, there is little clinical significance to this finding since systemic
antibiotics were not found to be of benefit for treatment of acute postoperative
endophthalmitis in the EVS.
For patients with initial LP-only vision, vitrectomy was better than
tap/biopsy for patients regardless of whether they were diabetic. For diabetic
patients, 33% with initial LP-only vision achieved 20/40 with vitrectomy compared
with 0% who underwent tap/biopsy. For nondiabetic patients with initial LP-only
vision 33% (15/46) who underwent vitrectomy compared with 13% (5/38) who underwent
tap/biopsy achieved 20/40 acuity. Thus, initial vitrectomy was better than
tap/biopsy for all patients with LP-only vision at baseline.
Of special interest are the patients who had better than LP vision at
the initial assessment. For nondiabetic patients, there was little difference
between the final outcomes with initial vitrectomy vs tap/biopsy. Generally
one would perform the least invasive procedure, which would be tap/biopsy
for nondiabetic patients.
What about diabetic patients who have better than LP vision at baseline?
Among such EVS patients, final visual outcome was 20/40 or better for 57%
who received vitrectomy compared with only 40% of those who received tap/biopsy.
This advantage of vitrectomy over tap/biopsy is seen over the entire range
of vision. The finding is supported by results among diabetic patients with
initial LP-only vision for whom vitrectomy is markedly superior. The difference
in outcome for vitrectomy vs tap/biopsy for diabetic patients with better
than LP baseline vision, while clinically important, is not close to being
statistically significant in this study. The number of patients with diabetes
and better than LP baseline vision for whom final acuity data are available
in the EVS is only 36, representing less than 17% power to detect a true difference
of 40% vs 57% as statistically significant. Stated differently, there is an
83% chance that with the small sample size we cannot find a statistically
significant difference when in fact one exists. To obtain a 90% power (2-sided
= .05) to detect such a difference, 360 diabetic patients with better than
LP vision would be required, with half assigned at random to vitrectomy and
half to tap/biopsy. This would be a 10-fold greater number than the number
of patients discussed in this report.
The EVS has the data to raise this clinical question of treatment of
endophthalmitis for diabetic patients who have better than LP vision, but
does not have sufficient data to answer the question. In our aging society,
as the prevalence of diabetes grows, the clinical importance of this question
is clear. A clinical trial to test vitrectomy for management of diabetic patients
with better than LP vision would be required to definitively answer this question.
Until such a trial is performed, and in the absence of additional data
at this time, how should diabetic patients with better than LP baseline vision
be treated? Based on the limited data in this report, it would be reasonable
to consider vitrectomy as initial treatment for diabetic patients with better
than LP vision. However, in the absence of further data, it is also reasonable
to treat such patients with tap/biopsy. For nondiabetic patients with better
than LP baseline vision, initial vitrectomy provided no additional benefit.
As previous EVS data and the data herein support, initial vitrectomy for nondiabetic
and diabetic patients alike should be performed on those with LP-only vision.
AUTHOR INFORMATION
Accepted for publication December 6, 2000.
Corresponding author: Bernard H. Doft, MD, EVS Coordinating Center,
3501 Forbes Ave, Suite 500, Pittsburgh, PA 15213.
From
Retina Vitreous Consultants (Dr Doft) and the University of Pittsburgh,
Graduate School of Public Health (Drs Wisniewski, Kelsey, and
Fitzgerald), Pittsburgh, Pa. A list of the members of the
Endophthalmitis Vitrectomy Study Group was published previously
(Arch Ophthalmol.
1995;113:1493-1495).
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ABSTRACT
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