(C) PLOS One [1]. This unaltered content originally appeared in journals.plosone.org. Licensed under Creative Commons Attribution (CC BY) license. url:https://journals.plos.org/plosone/s/licenses-and-copyright ------------ Adverse pregnancy outcomes in women with diabetes-related microvascular disease and risks of disease progression in pregnancy: A systematic review and meta-analysis ['Sophie Relph', 'Department Of Women', 'Children S Health', 'King S College London', 'London', 'United Kingdom', 'Trusha Patel', 'Department Of Women S Health', 'Barnet Hospital', 'Royal Free Nhs Foundation Trust'] Date: 2022-01 We undertook a systematic review and meta-analysis on maternal and perinatal complications in women with type 1 or 2 diabetic microvascular disease and the risk factors for worsening of microvascular disease in pregnancy using a prospective protocol (PROSPERO CRD42017076647). We searched major databases (January 1990 to July 2021) for relevant cohort studies. Study quality was assessed using the Newcastle–Ottawa Scale. We summarized the findings as odds ratios (ORs) with 95% confidence intervals (CIs) using random effects meta-analysis. We included 56 cohort studies involving 12,819 pregnant women with diabetes; including 40 from Europe and 9 from North America. Pregnant women with diabetic nephropathy were at greater risk of preeclampsia (OR 10.76, CI 6.43 to 17.99, p < 0.001), early (<34 weeks) (OR 6.90, 95% CI 3.38 to 14.06, p < 0.001) and any preterm birth (OR 4.48, CI 3.40 to 5.92, p < 0.001), and cesarean section (OR 3.04, CI 1.24 to 7.47, p = 0.015); their babies were at higher risk of perinatal death (OR 2.26, CI 1.07 to 4.75, p = 0.032), congenital abnormality (OR 2.71, CI 1.58 to 4.66, p < 0.001), small for gestational age (OR 16.89, CI 7.07 to 40.37, p < 0.001), and admission to neonatal unit (OR 2.59, CI 1.72 to 3.90, p < 0.001) compared to those without nephropathy. Diabetic retinopathy was associated with any preterm birth (OR 1.67, CI 1.27 to 2.20, p < 0.001) and preeclampsia (OR 2.20, CI 1.57 to 3.10, p < 0.001) but not other complications. The risks of onset or worsening of retinopathy were increased in women who were nulliparous (OR 1.75, 95% CI 1.28 to 2.40, p < 0.001), smokers (OR 2.31, 95% CI 1.25 to 4.27, p = 0.008), with existing proliferative disease (OR 2.12, 95% CI 1.11 to 4.04, p = 0.022), and longer duration of diabetes (weighted mean difference: 4.51 years, 95% CI 2.26 to 6.76, p < 0.001) compared to those without the risk factors. The main limitations of this analysis are the heterogeneity of definition of retinopathy and nephropathy and the inclusion of women both with type 1 and type 2 diabetes. The rise in the global prevalence of diabetes, particularly among younger people, has led to an increase in the number of pregnant women with preexisting diabetes, many of whom have diabetes-related microvascular complications. We aimed to estimate the magnitude of the risks of adverse pregnancy outcomes or disease progression in this population. The recent confidential enquiries into maternal deaths across the United Kingdom highlighted that pregnant women with preexisting comorbidities are most at risk of death and major morbidity, stressing the need for accurate risk assessment and individualized management [ 8 ]. Current care of pregnant women with preexisting diabetes focuses on ascertaining the presence of microvascular complications, monitoring their progression and screening for pregnancy complications [ 9 ]. In order to plan pregnancy and optimize the antenatal management in women with preexisting diabetes and microvascular disease, both healthcare professionals and women need robust information on the magnitude of expected maternal and perinatal risks and the factors associated with deterioration of microvascular disease during pregnancy. However, existing studies are small with imprecise findings, and there are no meta-analyses to provide robust quantitative information. The global prevalence of diabetes in adults doubled between 1980 and 2014 [ 1 ]. Many were diagnosed at a young age, particularly with type 2 diabetes, due to the obesity epidemic and sedentary lifestyle [ 2 ]. This trend has resulted in an increase in the numbers of reproductive aged women entering pregnancy with preexisting diabetes, with equal proportions diagnosed with type 1 and type 2 diabetes in some settings [ 3 ]. Pregnant women with long-standing diabetes are more likely to have microvascular complications manifesting as retinopathy or nephropathy [ 4 ]. Diabetic nephropathy is reported in 5% to 10% of pregnant women with type 1 diabetes [ 4 ] and about 2% to 3% with type 2 diabetes [ 5 ]. Diabetic retinopathy, the leading cause of blindness in reproductive aged women [ 6 ], affects 1 in 7 pregnant women with type 2 diabetes and almost half of pregnant women with type 1 diabetes [ 7 ]. Both nephropathy and retinopathy can worsen during pregnancy. Data were extracted independently by 2 reviewers (SR and TP) onto a predesigned spreadsheet. Where data from the same population were duplicated, the data from the larger population were included. We calculated the individual study odds ratios (ORs) of adverse pregnancy outcomes in pregnant women with preexisting diabetes with and without nephropathy, with and without retinopathy, and with either or both retinopathy and nephropathy than without any microvascular disease. The estimates were pooled using a random effects model. For continuously measured risk factors for disease progression, we computed the weighted mean difference using a random effects model. All confidence intervals (CIs) are presented at the 95% significance level. We assessed for heterogeneity between studies using I 2 tests. Publication bias and the effect of small studies were assessed on outcomes with at least 10 studies using funnel plots and Egger’s tests [ 13 ]. Sensitivity analyses were conducted to see whether there was a different effect when only studying women with type 1 diabetes or by removing studies at a high risk of bias from the analysis. We assessed publication bias using Egger’s test in Stata v16. All other analyses were undertaken using Stata SE (version 12) statistical software [ 14 ]. Two independent reviewers (SR and LD) undertook quality assessments of studies included in the meta-analysis using the Newcastle–Ottawa scale [ 12 ]. Studies with greater than 80% follow-up rates were awarded a star for outcome/exposure assessment. Studies were marked as having a low risk of bias if they scored 4 stars for selection, 2 stars for comparison, and 3 stars for exposure/outcome. Studies were marked as having a medium risk of bias if scored 2 or 3 stars for selection, 1 for comparison and 2 for outcome/exposure. Any study with a score of 1 or 0 for the selection and outcome/exposure assessments or 0 for the comparison assessment was deemed to have a high risk of bias. We also included studies if they reported on risk factors for microvascular disease progression or onset in pregnancy such as parity, disease severity, time since diagnosis of diabetes, smoking, or ethnicity. When assessing for retinopathy progression, we included study-reported deterioration in the severity defined by any of the following grading systems: White classification of diabetes in pregnancy (class C, D, or R), English classification (background, preproliferative or proliferative retinopathy), or the Early Treatment Diabetic Retinopathy Study (ETDRS) classification (mild/moderate/severe nonproliferative or proliferative retinopathy). When assessing for progression of nephropathy, we included progression from micro- to macroalbuminuria or to end-stage renal disease, and deterioration of renal function as assessed by creatinine clearance. We did not include review articles, guidelines, editorials, case studies and case series, or animal or in vitro studies. Studies were selected for inclusion in 2 stages. First, we screened the titles and abstracts of all citations for potentially relevant papers. Second, we examined the full texts of these papers. Two independent reviewers (TP and SR) conducted the screening and the full-text evaluation against prespecified inclusion criteria. Any discrepancies were resolved after discussion with a third reviewer (ST). We included cohort studies if they reported on preexisting diabetes in pregnant women with and without microvascular complications (nephropathy, retinopathy, neuropathy, or any) and maternal outcomes such as early preterm birth (before 34 weeks’ gestation), any preterm birth (before 37 weeks’ gestation), preeclampsia or cesarean birth, and perinatal outcomes such as stillbirth, neonatal death, perinatal death, small or large for gestational age fetuses, congenital abnormalities, or admission to the neonatal unit ( S3 Appendix ). Stillbirth was defined by an intrauterine fetal death at or after 24 completed weeks. Neonatal death was defined as any death within 28 days of birth. Perinatal death included death by either definition. Small and large for gestational babies were those with birth weight less than the 10th centile for gestational age and above the 90th centile, respectively, using the centile definitions from the original studies. We accepted the study authors’ definitions or classification systems used to define diabetic microvascular diseases and all other outcomes. We searched MEDLINE, Embase, and Cochrane databases (January 1990 to July 2021) without language restrictions for studies reporting maternal or perinatal outcomes in pregnant women with preexisting diabetes, with and without nephropathy, retinopathy, and/or neuropathy, and on risk factors associated with disease progression. We used Medical Subject Headings (MeSH) headings, free-text and expanded synonyms of “diabet*” combined with “nephropath*,” “retinopath*” or “neuropath*,” and “pregnan*.” The full search strategy is provided in S2 Appendix . We supplemented the results with a manual search of the reference lists. Two studies assessed the risk of antenatally deteriorating renal function among women with preexisting diabetic nephropathy compared to women without [ 21 , 22 ]. With no overall consensus on defining renal function deterioration, clinical heterogeneity between studies was too great to conduct meta-analysis. No studies assessed the risk of deterioration to end-stage renal failure or the risk contributed by any of the predefined maternal characteristics on antenatal progression of nephropathy. We found a greater risk of disease progression in pregnant women with retinopathy (OR 2.64, 95% CI 1.47 to 4.75, p <0.01, I 2 = 79.7%; 15 studies) [ 54 – 56 , 60 – 71 ], and nephropathy (OR 1.68, 95% CI 1.05 to 2.69, p = 0.03, I 2 = 0.0%, 4 studies) [ 54 – 56 , 71 ], at the time of the first antenatal consultation compared to those without the diagnoses. No studies reported progression to blindness. Presence of baseline background or preproliferative retinopathy (OR 1.94, 95% CI 0.69 to 5.42, p = 0.21, I 2 = 0%; 4 studies) was not found to affect retinopathy progression) [ 54 , 62 , 67 , 72 ]. Pregnant women with preexisting proliferative retinopathy (OR 2.12, 95% CI 1.11 to 4.04, p = 0.02, I 2 = 12.1%; 7 studies) [ 55 , 62 , 67 , 69 – 72 ], have a 2.1-fold greater risk of progression compared to women with lesser (no or background/preproliferative, respectively) changes at baseline. Proliferative retinopathy was not maintained as a risk factor after excluding studies with high risk of bias (OR 1.44, 95% CI 0.64 to 3.24, p = 0.38, I 2 = 0%, 2 studies) [ 55 , 71 ] or when including women with type 1 diabetes only (OR 2.04, 95% CI 0.89 to 4.67, p = 0.09, I 2 = 41.5%, 6 studies) [ 55 , 62 , 67 , 69 – 71 ]. The same was true for any retinopathy when studies at high risk of bias were excluded (OR 2.00, 95% CI 0.85 to 4.71, p = 0.11, I 2 = 82.9%, 6 studies) [ 54 – 56 , 64 , 68 , 71 ]. Following removal of studies at high risk of bias, previous photocoagulation was found to be protective of deteriorating retinopathy (OR 0.23, 95% CI 0.06 to 0.99, p = 0.049, 1 study) [ 56 ]. Estimates from all other sensitivity analyses were similar (Table C in S6 Appendix ). In pregnant women with preexisting diabetic retinopathy, the risk of disease progression or onset was significantly increased for nulliparous women (OR 1.75, 95% CI 1.28 to 2.40, p < 0.01, I 2 = 0%; 4 studies) [ 18 , 54 – 56 ] and smokers (OR 2.31, 95% CI 1.25 to 4.27, p = 0.01, I 2 = 0%; 5 studies) [ 54 , 57 – 60 ] ( Table 2 ). Pregnant women with progressive diabetic retinopathy had a mean 4.51 additional years since diabetes diagnosis (weighted mean difference 4.51 y, 95% CI 2.26 to 6.76 y; p < 0.01, I 2 = 78.9%, 7 studies) than women without progressive retinopathy [ 55 , 61 – 66 ]. There were no differences in age (WMD −0.22 years, 95% CI −0.86 to 0.42, p = 0.50, I 2 = 0.0%, 7 studies) [ 55 , 56 , 60 , 62 , 63 , 65 , 66 ] or BMI (WMD 0.06 kg/m 2 , 95% CI −1.05 to 1.16, p = 0.92, I 2 = 1.2%, 4 studies) [ 56 , 60 , 63 , 66 ] between women with and without new or progressive retinopathy. Following exclusion of papers with high risk of bias, the risk of progressive retinopathy was no longer significant for smokers (OR 1.13, 95% CI 0.17 to 7.59, p = 0.90, I 2 = 63%, 2 studies) [ 54 , 59 ]. The estimates from all other sensitivity analyses were similar (Table C in S6 Appendix ). Pregnant women with preexisting diabetes and any microvascular complication were at significantly increased risk in preeclampsia (OR 5.89, 95% CI 3.85 to 9.02, p < 0.01, I 2 = 14%; 9 studies) [ 21 , 26 , 45 – 51 ], preterm birth before 34 weeks’ (OR 8.49, 95% CI 1.87 to 38.63, p = 0.01, I 2 = 46%; 3 studies) [ 21 , 47 , 49 ] and 37 weeks’ (OR 2.29, 95% CI 1.85 to 2.83, p < 0.01, I 2 = 0%; 7 studies) [ 25 , 26 , 43 , 47 , 49 , 50 , 52 ], and cesarean birth (OR 5.40, 95% CI 2.48 to 11.78, p < 0.01, I 2 = 60%; 6 studies) [ 21 , 43 , 44 , 47 , 50 , 53 ] compared to those without any microvascular complication ( Table 1 ). Findings were similar in sensitivity analyses that restricted the meta-analyses to only women with preexisting type 1 diabetes or only studies with low to medium risk of bias (Tables A and B in S6 Appendix ). We did not observe any differences in the risk of congenital abnormality, large for gestational age fetus, perinatal death, and admission to the neonatal unit in babies born to women with versus without diabetic retinopathy ( Fig 4 ). One study compared the pH of the umbilical arterial blood (pH <7.05, OR 1.48. 95% CI 0.50 to 4.36, p = 0.48 and Apgar score <7 at 1 minute of age (OR 0.72, 95% CI 0.38 to 1.37, p = 0.31) in women with and without retinopathy and found no difference in either outcome [ 25 ]. Findings were similar in sensitivity analyses that restricted the meta-analyses to only women with preexisting type 1 diabetes or only studies with low to medium risk of bias (Tables A and B in S6 Appendix ). Presence of retinopathy in pregnant women with preexisting diabetes was associated with increased risk ( Fig 4 ) of preeclampsia (OR 2.20, 95% CI:1.57 to 3.10, p < 0.001, I 2 = 56%; 8 studies) [ 25 , 26 , 28 , 31 , 32 , 39 – 41 ] and preterm birth before 37 weeks’ (OR 1.67, 95% CI 1.27 to 2.20, p < 0.01, I 2 = 0%; 4 studies) [ 25 , 35 , 42 , 43 ]. No significant differences were observed in the rates of cesarean birth (OR 7.37, 95% CI 0.12 to 458.28, p = 0.34, I 2 = 86%; 2 studies) [ 36 , 44 ] or pregnancy-induced hypertension (OR 1.32, 95% CI 1.00 to 1.75, p = 0.05, I 2 = 0%; 5 studies) [ 25 , 31 , 32 , 39 , 40 ], although the latter was of borderline statistical significance. When the analysis was restricted to only women with type 1 diabetes, or studies with a low to medium risk of bias, the findings remained similar (Tables A and B in S6 Appendix ). Presence of diabetic nephropathy was significantly associated with increased risk of adverse perinatal outcomes ( Fig 3 ) such as congenital abnormality (OR 2.71, 95% CI 1.58 to 4.66, p < 0.001, I 2 = 0%; 6 studies) [ 16 , 18 , 21 , 22 , 30 , 37 ], small for gestational age fetus (OR 16.89, 95% CI 7.07 to 40.37, p < 0.001, I 2 = 0%; 5 studies) [ 5 , 16 , 22 , 27 , 30 ], perinatal mortality (OR 2.26, 95% CI 1.07 to 4.75, p = 0.03, I 2 = 0%; 6 studies) [ 18 , 22 , 25 , 27 , 30 , 38 ], and neonatal unit admission (OR 2.59, 95% CI: 1.72 to 3.90, p < 0.01, I 2 = 10%; 2 studies) [ 5 , 25 ] compared to those without nephropathy; the risk of large for gestational age fetus at birth was reduced (OR 0.33, 95% CI 0.17 to 0.64, p = 0.01, I 2 = 0%; 3 studies) [ 5 , 18 , 27 ]. One study showed no difference in the risk of low Apgar score (<7 at 1 minutes) (OR 1.68, 95% CI 0.99 to 2.87, p = 0.05) or neonatal acidosis (cord arterial pH <7.05, OR 0.36, 95% CI 0.05 to 2.68, p = 0.30) [ 25 ]. Sensitivity analyses (Tables A and B in S6 Appendix ) restricted to only women with type 1 diabetes, or only studies with a low to moderate risk of bias, showed similar findings, except for an even higher risk of small for gestational age fetus in the latter analysis (OR 25.75, 95% CI 10.51 to 63.08, p < 0.01. I 2 = 73%, 4 studies) [ 16 , 22 , 27 , 30 ]. In pregnant women with preexisting diabetes, presence of nephropathy was associated with a 10-fold increase in the risk of preeclampsia (OR 10.76, 95% CI 6.43 to 17.99, p < 0.01, I 2 = 64%; 12 studies) [ 18 , 21 , 22 , 24 – 32 ], 6.9-fold increased risk of preterm birth before 34 weeks’ (OR 6.90, 95% CI 3.38 to 14.06, p < 0.001, I 2 = 47%; 8 studies) [ 5 , 16 , 18 , 21 , 22 , 24 , 27 , 30 , 33 ], 4.5-fold increase in preterm birth before 37 weeks’ (OR 4.48, 95% CI 3.40 to 5.92, p < 0.001, I 2 = 0%; 9 studies) [ 5 , 18 , 22 , 24 , 25 , 29 , 30 , 34 , 35 ], and increased risks of pregnancy-induced hypertension (OR 2.69, 95% CI 1.26 to 5.76, p = 0.01, I 2 = 72%; 6 studies) [ 18 , 24 , 25 , 30 – 32 ], and cesarean section (OR 3.04, 95% CI 1.24 to 7.47, p = 0.02, I 2 = 70%; 5 studies) [ 16 , 18 , 21 , 25 , 36 ] compared to those without nephropathy (see Fig 3 ). Sensitivity analyses that restricted the meta-analyses to only women with type 1 diabetes or only studies with low to medium risk of bias showed similar findings (Tables A and B in S6 Appendix ). Of the 56 included studies, half (50.0%, 28/56) were considered to be at high risk of overall bias. No study had high risk of bias for adequate sample selection or for reporting outcomes. Twenty-eight studies (50.0%, 28/56) were at high risk of bias for comparability of the population. The proportion of studies deemed to have low, medium, or high risk of bias is shown in Fig 2 , and details of individual study scores in S5 Appendix . The majority of the studies were from Europe (40 studies), followed by North America (9 studies), Asia (4 studies), the Middle East (2 studies), and South America (1 study). Eighteen studies reported on maternal outcomes for retinopathy and 20 for nephropathy, 13 on offspring outcomes for retinopathy and 20 for nephropathy, and 21 for risk factors for disease progression. No studies reported on outcomes for women with diabetes-related neuropathy or risk factors for progressive neuropathy during pregnancy. Twelve studies included women with both type 1 and type 2 diabetes, 30 only type 1 diabetes, 6 only insulin-dependent diabetes, 1 type 2 diabetes, and 7 unspecified diabetes type. Retinopathy was either graded using modifications of White’s classification system for diabetic complications in pregnancy [ 15 ] or according to background, preproliferative, and proliferative status. Deterioration of nephropathy was described heterogeneously as either progression to nephrotic syndrome (>3 g proteinuria per day), increase in serum creatinine by >15%, creatinine clearance deterioration by >10%, elevation in creatinine greater or equal to 50% over baseline or 2-fold increase in rate of decline of glomerular filtration rate, or progression to dialysis, precluding inclusion of this outcome in meta-analysis [ 16 – 23 ]. The characteristics of the included studies, including inclusion and exclusion criteria, exposures, and outcomes, are provided in S4 Appendix . Discussion Main findings Pregnant women with preexisting diabetes and microvascular disease (such as nephropathy and retinopathy) are at even greater risk of adverse maternal outcomes, particularly preterm birth and preeclampsia than those without microvascular complications. Mothers with diabetic nephropathy are also at high risk of offspring complications such as congenital malformations, small for gestational age fetus, and perinatal death than those without nephropathy. Nulliparity, smoking, and proliferative retinopathy at baseline are risk factors for worsening or onset of retinopathy in pregnancy. Comparison with existing literature Despite increasing numbers of pregnant women with preexisting diabetes presenting with microvascular complications, no meta-analysis has been published in this area. The few available systematic reviews are narrative and mainly provided noncomparative estimates of maternal–fetal pregnancy outcomes in women with preexisting diabetic nephropathy [73]. There are no systematic reviews on pregnancy outcomes in women with diabetic retinopathy. Other narrative reviews have focused mainly on progression of retinopathy rather than on its impact on pregnancy. The recent NICE Diabetes in Pregnancy guidelines used noncomparative data from a systematic review of 681 women to report pregnancy outcomes in women with diabetic nephropathy [9]. The Australian Diabetes in Pregnancy Society guidelines also comment on the same outcomes from a narrative review with 3 small studies [74]. The American College of Obstetricians and Gynecologists guidelines only refer to the greater risk of preeclampsia among women with diabetic nephropathy [75]. Our meta-analysis provides comparative estimates with an up to 5-fold higher sample size, and reports increased risks of additional key outcomes such as perinatal death and congenital abnormality. Current UK guidance on screening for the small for gestational age fetus in pregnant women with diabetic microvascular complications is based on a single study [26]. Our meta-analysis includes numerous studies for this outcome and provides robust and precise estimates. The Confidential Enquiry into Maternal and Child Health (CEMACH) report in the UK found no association between presence of retinopathy and poor pregnancy outcome defined as congenital anomaly or perinatal death [76]. We found diabetic retinopathy to be associated with preeclampsia and preterm birth, which are major risk factors for maternal and perinatal morbidity. Unlike the CEMACH report with 442 women, our evidence base is larger with more robust estimates. We found an increase in the rates of congenital abnormalities in women with diabetic nephropathy. It is possible that the poor glycemic control observed in women with nephropathy is more important than the disease itself in contributing to the adverse outcome. Both the UK National Institute for Health and Care Excellence (NICE) and Australian diabetes guidelines identified severe retinopathy at conception, duration of diagnosed diabetes, poor glycemic control and hypertension as risk factors for antenatal progression of retinopathy, and disease severity at conception for worsening of nephropathy [9,74]. Many of these conclusions were based on single studies. In addition to severity of retinopathy and duration of diabetes, our meta-analysis found additional risk factors such as nulliparity and smoking for worsening of the disease. While we did not include hypertension and glycemic control in our prespecified list of risk factors (S3 Appendix), our search strategy did capture such studies. There were 6 studies identified, which assessed how glycemia control affected progression of retinopathy [62,72,77–80], one of which also assessed progression of nephropathy [79]. Glycemic control was defined heterogeneously (hypoglycemia, mean HbA1C, or change in HbA1C measured at different time points—preconception, first, second, or third trimester) and therefore would not have been amenable to meta-analysis. Five of the same studies also studied blood pressure as a risk factor for progressive microvascular disease [62,72,77–80], with the same limitation of heterogeneity (risk factors were mean diastolic blood pressure, mean systolic blood pressure–time points varied, use of antihypertensive medication, chronic hypertension, gestational hypertension). Strengths and limitations To our knowledge, ours is the largest and most comprehensive meta-analysis to date that quantifies the risk of adverse maternal and perinatal outcomes in pregnant women with diabetic microvascular complications and the risk factors for disease progression. We undertook the review with a prospective protocol in line with current recommendations, identified the studies with a detailed search strategy and without any language restrictions, evaluated the quality of the included studies, and performed appropriate meta-analyses with assessment of statistical heterogeneity. We reported the strength of association between diabetic microvascular complications and pregnancy outcomes separately and in combination and studied all clinically relevant outcomes. The findings were homogeneous for the risk of perinatal outcomes in women with diabetic nephropathy and for most maternal outcomes with retinopathy. Our sensitivity analyses allowed us to assess the robustness of our findings by excluding low-quality studies and limiting to studies that reported risks for women with type 1 diabetes separately. There are limitations in our systematic review. Studies varied in their definitions of diabetic nephropathy and retinopathy and included women with both type 1 and type 2 diabetes. But our sensitivity analysis including only women with type 1 diabetes showed findings similar to the overall estimates. While many studies reported on the risks of diabetic retinopathy or nephropathy, none assessed neuropathy in detail. We were also unable to take into account other factors such as maternal age, BMI, and previous obstetric history that may have influenced the association between diabetic microvascular complications and pregnancy outcomes. Unlike retinopathy with comparable classification systems, the severity of nephropathy was reported variedly, which refrained us from identifying the risk factors for worsening disease. We only included studies published since 1990, but it is possible that some of the outcomes could be influenced by the variations in clinical practice over time and between institutions. There were very few events for some of the reported outcomes studied. This is reflected in the imprecision of the point estimates. Furthermore, the variations in the definitions of the populations, retinopathy, and nephropathy may have contributed to the high heterogeneity observed for some findings. We were only able to assess publication bias for 2 outcomes, because all other outcomes were assessed in less than 10 studies. Of the 2 outcomes where this was possible, we found evidence of small sample bias, suggesting that the results should be interpreted with caution. We limited our analysis of disease progression to only pregnancy as observational studies suggest that diabetic retinopathy deteriorates more rapidly in pregnancy [9,67,77], but the findings may not necessarily translate into worse long-term retinopathic severity when compared to women who were not pregnant [81]. Implications for clinical practice The maternal and offspring risks are significantly increased for pregnant women with diabetic nephropathy, in particular with over 10-fold increase in the risks of preeclampsia and small for gestational age fetuses. It is essential that antenatal care of pregnant women with microvascular disease should involve a multidisciplinary team, including maternal medicine and nephrology specialists. It is possible that a higher dose (150 mg) antenatal aspirin, instead of 75 mg, may mitigate the risks of preeclampsia in women with diabetes-related microvascular disease [82]. During the Coronavirus Disease 2019 (COVID-19) pandemic, pregnant women with preexisting diabetes are also in the highest risk groups for becoming severely unwell from COVID-19, and, furthermore, there have been widespread restrictions on maternity services [83]. It is essential that the women at highest risk of adverse pregnancy outcomes are identified so that scarce resources can be appropriately targeted. In the UK CEMACH report, pregnant women with preexisting diabetes and poor pregnancy outcomes were also less likely to have retinal assessment at the time of the first antenatal consultation than those with good outcomes [76], indicative of suboptimal diabetes care linked to suboptimal retinal monitoring. Many factors contributing to progression of retinopathy during pregnancy are modifiable such as preconception control of glucose and smoking cessation. Women with risk factors identified in this review for deteriorating eye disease should be referred for close monitoring during pregnancy [9], and specialist review where deterioration is noted. [END] [1] Url: https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.1003856 (C) Plos One. "Accelerating the publication of peer-reviewed science." 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