- Poulami Maitra1,
- Melissa Caughey2,
- Laura Robinson3,
- Payal C. Desai4,
- Susan Jones5,
- Mehdi Nouraie6,
- Mark T. Gladwin7,
- Alan Hinderliter3,
- Jianwen Cai1 and
- Kenneth I. Ataga5⇑
- 1Department of Biostatistics, University of North Carolina, Chapel Hill
- 2Division of Cardiology, University of North Carolina, Chapel Hill
- 3Children’s Hospital of Philadelphia
- 4Division of Hematology, The Ohio State University, Columbus
- 5Division of Hematology/Oncology, University of North Carolina, Chapel Hill
- 6Department of Medicine, Howard University, Washington, DC, USA
- 7Department of Medicine, University of Pittsburgh, PA, USA
Although recent studies show an improved survival of children with sickle cell disease in the US and Europe, for adult patients mortality remains high. This study was conducted to evaluate the factors associated with mortality in adult patients following the approval of hydroxyurea. We first evaluated the association between selected variables and mortality at an academic center (University of North Carolina). Data sources were then searched for publications from 1998 to June 2016, with meta-analysis of eligible studies conducted in North America and Europe to evaluate the associations of selected variables with mortality in adult patients. Nine studies, combined with the UNC cohort (total n=3257 patients) met the eligibility criteria. Mortality was significantly associated with age (per 10-year increase in age) [7 studies, 2306 participants; hazard ratio (HR): 1.28; 95% confidence interval (CI): 1.10–1.50], tricuspid regurgitant jet velocity 2.5 m/s or more (5 studies, 1577 participants; HR: 3.03; 95%CI: 2.0–4.60), reticulocyte count (3 studies, 1050 participants; HR: 1.05; 95%CI: 1.01–1.10), log(N-terminal-pro-brain natriuretic peptide) (3 studies, 800 participants; HR: 1.68; 95%CI: 1.48–1.90), and fetal hemoglobin (7 studies, 2477 participants; HR: 0.97; 95%CI: 0.94–1.0). This study identifies variables associated with mortality in adult patients with sickle cell disease in the hydroxyurea era.
Sickle cell disease (SCD) is characterized by multi-organ morbidity and an increased risk of early death. Several studies show that the survival of children with SCD has improved over the last decades.1 This improved survival is attributed to the implementation of newborn screening, use of prophylactic penicillin, and vaccinations against Haemophilus influenza type b and Streptococcus pneumonia,2–4 with possible contributions from advances in red blood cell transfusion medicine, iron chelation therapy, and transcranial Doppler screening to identify those at increased risk of stroke.5,6
The Cooperative Study of Sickle Cell Disease (CSSCD), a multicenter natural history study of SCD conducted between 1978 and 1988, reported median ages at death during the study period of 42 and 48 years, respectively, for male and female HbSS patients, and median ages at death of 60 and 68 years, respectively, for male and female HbSC patients.7 While many patients died following acute episodes of pain, acute chest syndrome or stroke, statistical modeling revealed that the acute chest syndrome, renal failure, seizures, high white blood cell count (WBC) and low level of fetal hemoglobin (HbF) were associated with an increased risk of early death in HbSS patients.7 However, this prospective study was conducted prior to the approval of hydroxyurea for the treatment of sickle cell anemia. More recent studies show associations of elevated echocardiography-derived tricuspid regurgitant jet velocity (TRV),8,9 pulmonary hypertension (PHT),10,11 elevated levels of N-terminal pro-brain natriuretic peptide (NT-pro-BNP),12 history of asthma and/or wheezing,13 end-stage renal disease requiring dialysis,14 severity of hemolysis,15 and prolongation of QTc interval16 with an increased risk of death in patients with SCD.
Hydroxyurea, approved by the US Food and Drug Administration (FDA) in 1998, remains the only drug that has been shown to alter the natural history of SCD in peer-reviewed studies. In two randomized, placebo-controlled studies, hydroxyurea was shown to decrease the frequency of acute pain episodes, acute chest syndrome, red blood cell (RBC) transfusion and hospitalization rates in both adults and children with sickle cell anemia.17,18 Despite the studies showing an improved survival in adult patients with SCD following treatment with hydroxyurea,19–21 the mortality rate remains high for patients aged 18 years or older following transition to adult care,22 possibly reflecting a lack of access to high-quality care. The present study evaluated the association of selected clinical and laboratory variables with mortality in a cohort of adult patients with SCD followed at an academic medical center. With the relatively small number of patients evaluated in this single center study, we have conducted comprehensive meta-analyses of contemporary prospective and retrospective studies to evaluate the factors associated with mortality in adult patients with SCD following the approval of hydroxyurea. Our goal is to uncover the underlying causes of mortality in SCD.
Patients and study design
We evaluated a subset of patients followed at the Comprehensive Sickle Cell Clinic at the University of North Carolina (UNC), Chapel Hill between August 2004 and December 2014 (subsequently referred to as the UNC cohort). The data were collected as part of a prospective study of the natural history of pulmonary hypertension in SCD.9 The patients were evaluated while in a non-crisis, ‘steady state’; they had not experienced an episode of acute chest syndrome in the four weeks preceding enrollment, and had no clinical evidence of congestive heart failure. This study was approved by the Institutional Review Board at UNC, Chapel Hill, and all subjects gave written informed consent to participate in accordance with the Declaration of Helsinki.
Sickle cell disease-related clinical complications and laboratory variables
The presence or history of clinical complications, including the number of acute pain episodes (or vaso-occlusive crises) in the past year, history of acute chest syndrome, and use of hydroxyurea, was ascertained at the time of evaluation as well as through a review of the patients’ medical records. Acute pain episodes, acute chest syndrome, and other SCD-related complications were defined using accepted definitions.19,23 SCD genotypes were dichotomized into clinically severe (HbSS, HbSβ0 thalassemia and HbSD) and less severe (HbSC and HbSβ+ thalassemia) groups. The TRV was measured by continuous wave Doppler echocardiography. Multiple views were obtained to record optimal tricuspid flow signals. Measurements were performed on at least three waveforms with well-defined velocity envelopes and an average value was used for data analysis. Patients with non-quantifiable TRVs were assumed to have normal estimated PASP. The echocardiograms were interpreted by a cardiologist blinded to all patient data.
Laboratory measurements obtained in study subjects include complete blood counts with reticulocyte counts, serum creatinine, lactate dehydrogenase, total bilirubin, direct bilirubin, indirect bilirubin, D-dimer and NT-pro-BNP. Hemoglobin analysis was performed by high performance liquid chromatography to confirm the SCD diagnosis and ascertain HbF levels.
Search strategy and covariate abstraction
A meta-analysis was conducted in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines and Meta-Analysis of Observational Studies in Epidemiology Group criteria.24 Published articles were identified using MEDLINE (PubMed), Web of Science and EMBASE search engines between January 1, 1998, and June 30, 2016. The search on PubMed was performed using the Medical Subject Headings (MeSH) “anemia, sickle cell [mesh] OR “sickle cell disease” OR “sickle cell anemia” AND “mortality OR survival.” The search on Web of Science was performed using the search terms “sickle cell” AND “mortality OR survival” and the search on EMBASE was performed using the search terms “sickle cell anemia OR sickle cell disease” AND “mortality OR survival”. In addition, we interrogated references from relevant original papers and review articles to identify further relevant studies. Reviews, editorials, duplicate citations, non-human studies, highly selected study populations, retrospective analyses of large administrative datasets and articles written in languages other than English were excluded. We limited our analysis to prospective and retrospective studies conducted in North America and Europe and published since 1998, the year hydroxyurea was approved by the FDA for treatment of sickle cell anemia. Multiple publications from the same patient population were narrowed down to the single publication with the most complete information. Eligible studies were combined with the UNC cohort for meta-analyses.
Median, range and interquartile range for continuous variables and frequencies for categorical variables were provided in the UNC cohort. NT-pro-BNP was log-transformed based on previous literature.25 We evaluated the Spearman correlation coefficient of each pair of variables to check the collinearity. Median ages at death were calculated for those individuals who died during the study. Median survival age was calculated based on Kaplan-Meier estimates for the survival probability using age as the time scale taking into account the left truncation. Log-rank tests were conducted to compare survival probabilities among different groups. Cox proportional hazards regression was fit to the data and variables were selected by backward elimination at 5% level of significance to obtain the final model. Schoenfeld residuals were used to check the proportional hazards assumption. Hazard ratios (HRs) were calculated in the UNC cohort, controlling for age and sex.
Mortality HRs were meta-analyzed using DerSimonian and Laird26 random effects models26,27 due to the diversity of individual studies and the small number of studies included. The Knapp and Hartung27 method was used to adjust the standard errors of the estimated coefficients. Unadjusted HRs in the studies were used for our meta-analyses whenever they were reported. The degree of heterogeneity across the studies was examined using I2 values,28 classifying more than 50% as moderate heterogeneity, and more than 75% as high heterogeneity. Meta-analysis was performed if HRs were available from a minimum of 3 studies. We considered the Voskaridou et al. study21 to contribute two separate HRs depending on whether patients received hydroxyurea. Similarly, from the Elmariah et al. study,25 two estimates were used based on the use of hydroxyurea. All the analyses were performed using SAS statistical software v.9.4 (Cary, NC, USA). The graphs for the meta-analyses were made using the R Project for Statistical Computing.
One hundred and sixty-one subjects in the UNC cohort [female: 97 (60.3%)] with SCD (SS: 119; SC 19; Sβ0: 12; Sβ+: 10; SD: 1), and a median age of 36 years (range 18–71 years) (Table 1) were followed for a median duration of 7.2 years (range 0.06–10.3 years) and a total of 954.0 person-years. The majority of the subjects [159 (99%)] were self-reported African Americans. There were 29 (18%) deaths during the period of follow up (SS: 20, SC: 4, Sβ0: 3, Sβ+: 2). Amongst those who died during the study, the median age of death was 48.0 years (range 29.8–70.2 years), while the median age in the subjects alive at the time of last contact was 38.7 years (range 22.6–79.4 years). When the subjects were grouped based on presumed disease severity (SS/Sβ0/SD vs. SC/Sβ+), the median age at the time of death in the SS/Sβ0/SD group was 44.7 years (range 24.1–79.4 years), while the median age at the time of death in the SC/Sβ+ group was 59.4 years (range 29.8–69.2 years). The median survival age for all subjects in the UNC cohort was 50.2 years [95% confidence interval (CI): 45.2–62.3 years) (Figure 1), with a median survival age in the SS/Sβ0/SD group of 49.0 years (95%CI: 44.9–68.6 years). With the small total number of subjects and deceased subjects in the SC/Sβ+ group, the median survival age in this group cannot be reliably estimated.
Factors associated with mortality in UNC cohort
Deaths in the UNC cohort were ascertained from hospital records as well as vital statistics data from the North Carolina Center for Health Statistics. The variables in the initial model are shown in Table 2. When covariates were grouped based on quartiles, age (P=0.036), TRV (P=0.012), hemoglobin (P=0.018), creatinine (P=0.047) and log(NT-pro-BNP) (P=0.0022) were associated with an increased risk of death (Figure 2A–E) in univariate analysis of a subset in this cohort (SS/Sβ0/SD group). There were no associations between WBC, platelet count, reticulocyte count, HbF, lactate dehydrogenase, the number of acute pain episodes in the previous year, history of acute chest syndrome, or hemoglobin genotype with mortality in univariate analysis of patients in the SS/Sβ0/SD group.
We found that the correlation coefficient between each pair of variables was less than 0.6 and, hence, the variables are not collinear (Online Supplementary Table S1). Carrying out the usual backward variable selection, TRV [hazard ratio (HR): 22.7, 95%CI: 5.88–87.5; P<0.0001], frequency of acute pain episodes in the previous year (HR: 1.2, 95%CI: 1.06–1.35; P=0.0038) and D-dimer (HR: 1.24 for 1000 ng/mL increment in D-dimer, 95%CI: 1.07–1.44; P=0.0039) were found to be associated with an increased risk of death. The HR estimates indicate that after controlling for the other variables, the hazard of dying was approximately 23 times higher for every 1 m/s increase in the TRV; for each additional pain episode requiring an emergency department visit or hospitalization, the hazard of dying was increased by 20%, and the hazard of dying was approximately 1.24 times higher for every 1000 ng/mL increase in the D-dimer. When a sensitivity analysis was performed with an assigned TRV value of 1.69 m/s (lower than the lowest measurable TRV value in the cohort) for all missing values, TRV was no longer significantly associated with an increased risk of death. When D-dimer was excluded from the model due to missing values in some subjects, age (HR: 1.04, 95%CI: 1.009–1.073; P=0.012), reticulocyte count (HR: 1.09, 95%CI: 1.015–1.17; P=0.018) and log(NT-pro-BT) (HR: 1.62, 95%CI: 1.21–2.17; P=0.001) were associated with an increased risk of death.
Our initial search retrieved 1490 articles from PubMed, 1668 articles from Web of Science and 2444 articles from EMBASE (Figure 3). Nine studies11,21,24,29–34 met our inclusion criteria and were analyzed together with the UNC cohort for a total of 3257 participants. The quality of individual studies was assessed using the Newcastle-Ottawa Scale (Table 3). We were unable to evaluate publication bias due to the small number of studies included in the meta-analysis.35 Because the Walk-PHaSST cohort31 included patients as young as 12 years old, we restricted our analyses to only those patients who were at least 18 years old. The number of patients in the meta-analyses of the selected variables are shown in Table 3. The number of studies included in the meta-analyses varied from 3 to 9 depending on what had been reported for each variable in the publications. The median age of death of deceased subjects in these studies (available in only 5 of the 9 published studies) ranged between 39.7 and 53 years. The median age of survival for the subjects with severe SCD genotypes (SS/Sβ0/SD), available in only 3 studies (2 of the published 9 studies plus the UNC cohort), ranged between 49.0 and 60.8 years. We found statistically significant associations of age (per 10-year increase in age) (HR: 1.28; 95%CI: 1.10–1.50), TRV 2.5 m/s or more (HR: 3.03; 95%CI: 2.0–4.60), reticulocyte count (HR: 1.05; 95%CI: 1.01–1.10), HbF (HR: 0.97; 95%CI: 0.94–1.00), and log(NT-pro-BNP) (HR: 1.68; 95%CI: 1.48–1.90) with mortality (Figure 4A–E). This means that the weighted hazard of dying was approximately 30% higher for every 10-year increase in age, approximately 200% higher for TRV 2.5 m/s or more compared to lower values, approximately 5% higher for every 1% increase in reticulocyte count; approximately 3% lower for every 1% increase in HbF, and approximately 100% higher for every 1 unit increase in log(NT-pro-BNP).
No statistically significant associations were found between WBC (HR: 1.05; 95%CI: 0.97–1.14), hemoglobin (HR: 0.86; 95%CI: 0.68–1.09), platelet count (HR: 1.00; 95%CI: 1.00–1.00), ferritin (HR: 1.00; 95%CI: 0.99–1.01), creatinine (HR: 1.20; 95%CI: 0.95–1.52), lactate dehydrogenase (HR: 1.00; 95%CI: 1.00–1.00), total bilirubin (HR: 1.08; 95%CI: 0.93–1.25), use of hydroxyurea (HR: 0.70; 95%CI: 0.41–1.22), history of acute chest syndrome (HR: 1.14; 95%CI: 0.50–2.59), and male sex (HR: 1.47; 95%CI: 0.41–5.31) with mortality (Online Supplementary Figure S1A–J).
All of the studies, except that of Karacaoglu et al.,34 used the time from entry to event as the response variable. We performed a sensitivity analysis by removing this study from the meta-analysis. The results are similar [with and without: WBC 1.05 (0.97, 1.14) vs. 1.03 (0.93, 1.14); hemoglobin 0.87 (0.61, 1.25) vs. 0.92 (0.62, 1.36); and HbF 0.97 (0.94, 1.00) vs. 0.97 (0.94, 1.00)]. The study was, therefore, maintained in the meta-analysis.
As patients with SCD age, they begin to manifest evidence of end-organ damage which contributes to increased morbidity and early mortality. In random effects meta-analyses, we find statistically significant associations of increased reticulocyte count, TRV and log(NT-pro-BNP) with increased mortality, whereas decreased HbF was associated with increased mortality. While no significant associations were seen between either hemoglobin or lactate dehydrogenase and the risk of death, the association of increased reticulocyte count with mortality suggests that hemolysis may contribute to the increased mortality observed in SCD. The intensity of hemolytic anemia, evaluated using a composite variable derived from several individual markers of hemolysis (reticulocyte count, serum lactate dehydrogenase, aspartate aminotransferase and total bilirubin concentrations), was associated with an increased risk of death in a previous study of patients with SCD.15 Hemolysis with the subsequent release of cell-free hemoglobin results in the generation of reactive oxygen species which is a potent scavenger of nitric oxide.36 This appears to predispose patients to a vasculopathy, characterized by systemic and pulmonary hypertension, endothelial dysfunction, and proliferative changes in the intima and smooth muscle of blood vessels.37 In addition to their relationship with hemolysis, reticulocytes are more adhesive than mature erythrocytes due to increased expression of the integrin complex, α4β1 (which binds to both fibronectin and vascular cell adhesion molecule-1, an adhesion receptor expressed on the surface of endothelial cells) as well as expression of CD36 by a subpopulation of sickle reticulocytes.38 The degree of adhesiveness is reportedly correlated with the severity of disease in patients with SCD.39
We further confirm the association of both elevated echocardiography-derived TRV and NT-pro-BNP levels with increased mortality in adult SCD patients. As increased TRV is not sufficiently specific to confidently establish the presence of PHT,10 a right heart catheterization (RHC) is required in patients with elevated TRV values to confirm the diagnosis. With the strength of data showing that increased TRV and PHT are associated with mortality in SCD, we recommend that patients undergo periodic echocardiographic screening for assessment of mortality risk, consistent with recently published clinical practice guidelines.40 NT-pro-BNP levels assess ventricular strain and levels greater than 160 pg/mL are reported to be an independent risk factor for mortality in SCD.41,42 The utility of NT-pro-BNP alone as a screening tool for PHT has not been studied, although in combination with TRV and 6-minute walk distance, it appears to increase the predictive capacity for PHT.10
In the UNC cohort, the effect of all the variables that were selected in the final model were stronger in the multivariable model than in the univariable model, without any change in the direction. D-dimer and the numbers of pain episodes were not significantly associated with mortality when they were considered individually, but the effects became significant after controlling for each other, TRV and genotype. The effect for TRV was statistically significant in univariable analysis and it became much stronger in the multivariable model.
This meta-analysis provides additional evidence that decreased HbF level is associated with increased mortality in SCD. There is strong epidemiological and clinical evidence that elevated HbF level is associated with relatively mild clinical manifestations of SCD.7 The reduction of disease severity by elevated levels of HbF is the basis for the development of HbF-inducing drugs. The beneficial effect of hydroxyurea in SCD is thought to be largely due to the induction of HbF following ‘stress erythropoiesis’, although the production of nitric oxide and the soluble guanylyl cyclase and cGMP-dependent protein kinase pathway may play a role in induced expression of the γ-globin gene.43 Although no significant association was observed between the use of hydroxyurea and mortality in the meta-analysis, there are not sufficient data on adherence to hydroxyurea or the doses of hydroxyurea in the individual studies.
Sickle cell disease has been described as an inflammatory disease.44 While not statistically significant, there was a trend towards an association between WBC and mortality in the meta-analysis. Although leukocytes contribute to disease pathophysiology,45 it remains uncertain whether a decrease in the leukocyte count is associated with clinical benefit.17,19 It has been suggested that the association between neutropenia and the frequency of pain episodes in the Multicenter Study of Hydroxyurea (MSH)17 was ‘forced’ due to the study design requiring a titration of hydroxyurea to maximum tolerated dose. This appears to be supported by the MSH follow-up study, during which patients received doses of hydroxyurea that were less than the maximum tolerated doses, with no notable effects on leukocyte counts.19 In addition to its inflammatory nature, SCD is characterized by hypercoagulability.46,47 There is increasing evidence that coagulation activation plays a role in disease pathophysiology46 and may be associated with complications of SCD.47,48 Consistent with the hypercoagulable state in SCD, venous thromboembolism is common and is associated with increased mortality in this patient population.49 Further studies are required to define the contribution of coagulation activation to SCD pathogenesis as well as its effects on adverse outcomes.
The present study appears to confirm previous reports of early death in patients with SCD. It is conceivable that the current practice of commencing hydroxyurea in young children, possibly combined with subsequent decreases in both morbidity and end-organ damage, may result in greater longevity of SCD patients. A prospective, multicenter study will be required to confirm whether the survival of SCD patients has improved in the hydroxyurea era.
This study has several limitations. The studies in the meta-analysis were conducted at referral centers which usually see only the more severe cases; the studies may, therefore, not be representative of the general SCD population. The number of eligible contemporary studies evaluating mortality in adult patients with SCD was relatively small and meta-analyses were not performed for several clinically important complications such as acute pain episodes and stroke. Although considerable effort was made to study unique patient populations, we recognize that some individual patients may be represented in more than one cohort or publication. Patients with varied SCD genotypes were enrolled in the individual studies, with inadequate data on concomitant alpha thalassemia, and dosing and adherence to hydroxyurea. We did not include studies from Africa and other developing countries due to our concerns regarding the limited healthcare infrastructure in many of these countries and the limited use of hydroxyurea compared with the United States and Europe. Despite these limitations, this meta-analysis of 9 published studies as well as the UNC cohort represents the largest number of SCD patients (n=3257) in whom risk factors for mortality have been evaluated in the hydroxyurea era. With the increased availability and utility of hydroxyurea, a prospective study to evaluate the factors associated with mortality in adult patients is warranted.
We acknowledge Lara Handler for assistance with the search strategy, and the Clinical and Translational Research Center at the University of North Carolina at Chapel Hill, which is funded by NIH grant UL1RR025747.
Check the online version for the most updated information on this article, online supplements, and information on authorship & disclosures: www.haematologica.org/content/102/4/626
- Received August 10, 2016.
- Accepted January 12, 2017.
- Copyright© Ferrata Storti Foundation
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