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Richerson WT, Aumann M, Song AK, Eisma JJ, Davis S, Milner L, Garza M, Taylor Davis L, Martin D, Jordan LC, Donahue MJ. Detectability of white matter cerebral blood flow using arterial spin labeling MRI in patients with sickle cell disease: Relevance of flow territory, bolus arrival time and hematocrit. J Cereb Blood Flow Metab 2025; 45:486-497. [PMID: 39253827 PMCID: PMC11572042 DOI: 10.1177/0271678x241270283] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 06/15/2024] [Accepted: 06/16/2024] [Indexed: 09/11/2024]
Abstract
Sickle cell disease (SCD) is the most common genetic blood disorder, characterized by red cell hemolysis, anemia, and corresponding increased compensatory cerebral blood flow (CBF). SCD patients are at high risk for cerebral infarcts and CBF quantification is likely critical to assess infarct risk. Infarcts primarily localize to white matter (WM), yet arterial spin labeling (ASL) MRI, the most common non-invasive CBF approach, has poor WM CBF sensitivity owing to low WM CBF and long WM bolus arrival time (BAT). We hypothesize that anemia, and associated cerebral hyperemia, in SCD leads to improved WM detection with ASL. We performed 3-Tesla multi-delay pulsed ASL in SCD (n = 35; age = 30.5 ± 8.3 years) and control (n = 15; age = 28.7 ± 4.5 years) participants and applied t-tests at each inversion time within different flow territories, and determined which regions were significantly above noise floor (criteria: one-sided p < 0.05). Total WM CBF-weighted signal was primarily detectable outside of borderzone regions in SCD (CBF = 17.7 [range = 12.9-25.0] mL/100 g/min), but was largely unphysiological in control (CBF = 8.1 [range = 7.6-9.9)] mL/100 g/min) participants. WM BAT was reduced in SCD versus control participants (ΔBAT = 37 [range = 46-70] ms) and BAT directly correlated with hematocrit (Spearman's-ρ = 0.62; p < 0.001). Findings support the feasibility of WM CBF quantification using ASL in SCD participants for appropriately parameterized protocols.
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Affiliation(s)
- Wesley T Richerson
- Department of Neurology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Megan Aumann
- Department of Neurology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Alexander K Song
- Department of Neurology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Jarrod J Eisma
- Department of Neurology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Samantha Davis
- Department of Pediatrics, Division of Pediatric Neurology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Lauren Milner
- Department of Pediatrics, Division of Pediatric Neurology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Maria Garza
- Department of Neurology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - L Taylor Davis
- Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Dann Martin
- Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Lori C Jordan
- Department of Pediatrics, Division of Pediatric Neurology, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Manus J Donahue
- Department of Neurology, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Psychiatry and Behavioral Sciences, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Electrical and Computer Engineering, Vanderbilt University, Nashville, TN, USA
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Song AK, Richerson WT, Aumann MA, Waddle SL, Jones RS, Davis S, Milner L, Custer C, Davis LT, Pruthi S, Martin D, Jordan LC, Donahue MJ. Cerebral vascular shunting and oxygen metabolism in sickle cell disease. Blood Adv 2025; 9:386-397. [PMID: 39546745 PMCID: PMC11787477 DOI: 10.1182/bloodadvances.2024014201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2024] [Revised: 10/11/2024] [Accepted: 10/14/2024] [Indexed: 11/17/2024] Open
Abstract
ABSTRACT Patients with sickle cell disease (SCD) are at elevated risk of silent cerebral infarcts and strokes; however, they frequently lack established stroke risk factors (eg, macrovascular arterial steno-occlusion) and the mechanisms underlying such events are incompletely characterized. This study evaluated cerebral hemometabolism with respect to imaging markers of vascular shunting in 143 participants with SCD, including 73 pediatric (aged 6-17 years) and 70 adult (aged 18-40 years) participants using 3-Tesla brain magnetic resonance imaging (MRI). Vascular shunting was assessed in each patient using a previously published ordinal venous hyperintensity score (VHS) of 0, 1, or 2 on cerebral blood flow-weighted MRI. Participants with VHS of 2, indicative of the most rapid arteriovenous transit, had significantly reduced blood oxygen content (CaO2; 10.90 ± 1.69 mL O2/100 mL blood), oxygen extraction fraction (OEF; 33.52% ± 5.54%), and cerebral metabolic rate of oxygen consumption (CMRO2; 2.91 ± 0.69 mL O2/100 g tissue per minute) compared with their counterparts with VHS = 0 (CaO2 = 12.42 ± 1.58 mL O2/100 mL blood; OEF = 39.03% ± 3.80%; CMRO2 = 3.77 ± 0.84 mL O2/100 g tissue per minute) or VHS = 1 (CaO2 = 11.86 ± 1.73 mL O2/100 mL blood; OEF = 36.37% ± 5.11%; CMRO2 = 3.59 ± 0.78 mL O2/100 g tissue per minute). Both pediatric and adult patients with SCD presenting with greater imaging evidence of vascular shunting had mildly reduced OEF and CMRO2. These findings highlight that imaging markers of vascular shunting are associated with significant, albeit mild, evidence of reduced OEF and CMRO2 in patients with SCD.
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Affiliation(s)
- Alexander K. Song
- Department of Neurology, Vanderbilt University Medical Center, Nashville, TN
- Vanderbilt Brain Institute, Vanderbilt University, Nashville, TN
| | - Wesley T. Richerson
- Department of Neurology, Vanderbilt University Medical Center, Nashville, TN
| | - Megan A. Aumann
- Department of Neurology, Vanderbilt University Medical Center, Nashville, TN
| | - Spencer L. Waddle
- Department of Neurology, Vanderbilt University Medical Center, Nashville, TN
| | - R. Sky Jones
- Department of Neurology, Vanderbilt University Medical Center, Nashville, TN
- Division of Pediatric Neurology, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN
| | - Samantha Davis
- Division of Pediatric Neurology, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN
| | - Lauren Milner
- Division of Pediatric Neurology, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN
| | - Chelsea Custer
- Department of Neurology, Vanderbilt University Medical Center, Nashville, TN
- Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - L. Taylor Davis
- Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Sumit Pruthi
- Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Dann Martin
- Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Lori C. Jordan
- Department of Neurology, Vanderbilt University Medical Center, Nashville, TN
- Division of Pediatric Neurology, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN
- Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - Manus J. Donahue
- Department of Neurology, Vanderbilt University Medical Center, Nashville, TN
- Department of Psychiatry and Behavioral Sciences, Vanderbilt University Medical Center, Nashville, TN
- Department of Electrical and Computer Engineering, Vanderbilt University, Nashville, TN
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Aumann MA, Richerson W, Song AK, Martin D, Davis LT, Davis SM, Milner LL, Kassim AA, DeBaun MR, Jordan LC, Donahue MJ. Cerebral Hemodynamic Responses to Disease-Modifying and Curative Sickle Cell Disease Therapies. Neurology 2025; 104:e210191. [PMID: 39705613 DOI: 10.1212/wnl.0000000000210191] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2024] [Accepted: 10/23/2024] [Indexed: 12/22/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Sickle cell disease (SCD) is a hemoglobinopathy resulting in hemoglobin-S production, hemolytic anemia, and elevated stroke risk. Treatments include oral hydroxyurea, blood transfusions, and hematopoietic stem cell transplantation (HSCT). Our objective was to evaluate the neurologic relevance of these therapies by characterizing how treatment-induced changes in hemoglobin (Hb) affect brain health biomarkers. METHODS In this interventional study, adults with and without SCD underwent a 3T-MRI at Vanderbilt University Medical Center at 2 time points before and after clinically indicated transfusion or HSCT or at 2 time points without the introduction of a new Hb-altering therapy (adult controls and patients with SCD on hydroxyurea). Cerebral blood flow (CBF; mL/100 g/min) and cerebral venous blood relaxation rate (s-1; a marker of Hb and blood oxygen content) responses were assessed to understand how these markers of brain health vary with Hb modulation. CBF was assessed with arterial spin labeling MRI, and blood relaxation rate was assessed using T2 relaxation under spin tagging MRI. Measures were pairwise compared within each cohort using a 2-tailed Wilcoxon signed-rank test, and regression was applied to evaluate the parameter and Hb change relationships. The significance criterion was 2-sided p < 0.05. RESULTS Adults with (n = 43; age 28.7 ± 7.7 years; 42% male) and without (n = 13; age 33.5 ± 12.2 years; 46% male) SCD were evaluated. In adults receiving hydroxyurea (n = 10), neither Hb, CBF, nor venous relaxation rate changed between time 1 (Hb = 8.6 ± 1.2 g/dL) and time 2 (Hb = 9.0 ± 1.8 g/dL) (all p > 0.05). In transfusion patients (n = 19), Hb increased from 8.2 ± 1.4 g/dL to 9.3 ± 1.3 g/dL before vs after transfusion (p < 0.001), paralleling a CBF decrease of 14.2 mL/100 g/min (p < 0.001) toward control levels. The venous relaxation rate did not change after transfusion (p = 0.71). In HSCT patients (n = 14), Hb increased from 8.9 ± 1.9 g/dL to 12.9 ± 2.7 g/dL (p < 0.001) before vs after transplant, paralleling CBF decreases from 68.16 ± 20.24 to 47.43 ± 12.59 mL/100 g/min (p < 0.001) and increase in venous relaxation rate (p = 0.004). Across the Hb spectrum, a CBF decrease of 5.02 mL/100 g/min per g/dL increase in Hb was observed. DISCUSSION Findings demonstrate improvement in cerebral hemodynamics after transfusion and transplant therapies compared with hydroxyurea therapy; quantitative relationships should provide a framework for using these measures as trial end points to assess how new SCD therapies affect brain health.
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Affiliation(s)
- Megan A Aumann
- From the Department of Neurology (M.A.A., W.R., A.K.S., M.J.D.), Department of Radiology and Radiological Sciences (D.M., L.T.D., L.C.J.), Division of Pediatric Neurology, Department of Pediatrics (S.M.D., L.L.M., L.C.J.), Division of Hematology and Oncology, Department of Medicine (A.A.K., M.R.D.), and Department of Psychiatry and Behavioral Sciences (M.J.D.), Vanderbilt University Medical Center, Nashville; Vanderbilt-Meharry Center of Excellence in Sickle Cell Disease (A.A.K., M.R.D.), Nashville; and Department of Electrical and Computer Engineering (M.J.D.), Vanderbilt University, Nashville, TN
| | - Wesley Richerson
- From the Department of Neurology (M.A.A., W.R., A.K.S., M.J.D.), Department of Radiology and Radiological Sciences (D.M., L.T.D., L.C.J.), Division of Pediatric Neurology, Department of Pediatrics (S.M.D., L.L.M., L.C.J.), Division of Hematology and Oncology, Department of Medicine (A.A.K., M.R.D.), and Department of Psychiatry and Behavioral Sciences (M.J.D.), Vanderbilt University Medical Center, Nashville; Vanderbilt-Meharry Center of Excellence in Sickle Cell Disease (A.A.K., M.R.D.), Nashville; and Department of Electrical and Computer Engineering (M.J.D.), Vanderbilt University, Nashville, TN
| | - Alexander K Song
- From the Department of Neurology (M.A.A., W.R., A.K.S., M.J.D.), Department of Radiology and Radiological Sciences (D.M., L.T.D., L.C.J.), Division of Pediatric Neurology, Department of Pediatrics (S.M.D., L.L.M., L.C.J.), Division of Hematology and Oncology, Department of Medicine (A.A.K., M.R.D.), and Department of Psychiatry and Behavioral Sciences (M.J.D.), Vanderbilt University Medical Center, Nashville; Vanderbilt-Meharry Center of Excellence in Sickle Cell Disease (A.A.K., M.R.D.), Nashville; and Department of Electrical and Computer Engineering (M.J.D.), Vanderbilt University, Nashville, TN
| | - Dann Martin
- From the Department of Neurology (M.A.A., W.R., A.K.S., M.J.D.), Department of Radiology and Radiological Sciences (D.M., L.T.D., L.C.J.), Division of Pediatric Neurology, Department of Pediatrics (S.M.D., L.L.M., L.C.J.), Division of Hematology and Oncology, Department of Medicine (A.A.K., M.R.D.), and Department of Psychiatry and Behavioral Sciences (M.J.D.), Vanderbilt University Medical Center, Nashville; Vanderbilt-Meharry Center of Excellence in Sickle Cell Disease (A.A.K., M.R.D.), Nashville; and Department of Electrical and Computer Engineering (M.J.D.), Vanderbilt University, Nashville, TN
| | - L Taylor Davis
- From the Department of Neurology (M.A.A., W.R., A.K.S., M.J.D.), Department of Radiology and Radiological Sciences (D.M., L.T.D., L.C.J.), Division of Pediatric Neurology, Department of Pediatrics (S.M.D., L.L.M., L.C.J.), Division of Hematology and Oncology, Department of Medicine (A.A.K., M.R.D.), and Department of Psychiatry and Behavioral Sciences (M.J.D.), Vanderbilt University Medical Center, Nashville; Vanderbilt-Meharry Center of Excellence in Sickle Cell Disease (A.A.K., M.R.D.), Nashville; and Department of Electrical and Computer Engineering (M.J.D.), Vanderbilt University, Nashville, TN
| | - Samantha M Davis
- From the Department of Neurology (M.A.A., W.R., A.K.S., M.J.D.), Department of Radiology and Radiological Sciences (D.M., L.T.D., L.C.J.), Division of Pediatric Neurology, Department of Pediatrics (S.M.D., L.L.M., L.C.J.), Division of Hematology and Oncology, Department of Medicine (A.A.K., M.R.D.), and Department of Psychiatry and Behavioral Sciences (M.J.D.), Vanderbilt University Medical Center, Nashville; Vanderbilt-Meharry Center of Excellence in Sickle Cell Disease (A.A.K., M.R.D.), Nashville; and Department of Electrical and Computer Engineering (M.J.D.), Vanderbilt University, Nashville, TN
| | - Lauren L Milner
- From the Department of Neurology (M.A.A., W.R., A.K.S., M.J.D.), Department of Radiology and Radiological Sciences (D.M., L.T.D., L.C.J.), Division of Pediatric Neurology, Department of Pediatrics (S.M.D., L.L.M., L.C.J.), Division of Hematology and Oncology, Department of Medicine (A.A.K., M.R.D.), and Department of Psychiatry and Behavioral Sciences (M.J.D.), Vanderbilt University Medical Center, Nashville; Vanderbilt-Meharry Center of Excellence in Sickle Cell Disease (A.A.K., M.R.D.), Nashville; and Department of Electrical and Computer Engineering (M.J.D.), Vanderbilt University, Nashville, TN
| | - Adetola A Kassim
- From the Department of Neurology (M.A.A., W.R., A.K.S., M.J.D.), Department of Radiology and Radiological Sciences (D.M., L.T.D., L.C.J.), Division of Pediatric Neurology, Department of Pediatrics (S.M.D., L.L.M., L.C.J.), Division of Hematology and Oncology, Department of Medicine (A.A.K., M.R.D.), and Department of Psychiatry and Behavioral Sciences (M.J.D.), Vanderbilt University Medical Center, Nashville; Vanderbilt-Meharry Center of Excellence in Sickle Cell Disease (A.A.K., M.R.D.), Nashville; and Department of Electrical and Computer Engineering (M.J.D.), Vanderbilt University, Nashville, TN
| | - Michael R DeBaun
- From the Department of Neurology (M.A.A., W.R., A.K.S., M.J.D.), Department of Radiology and Radiological Sciences (D.M., L.T.D., L.C.J.), Division of Pediatric Neurology, Department of Pediatrics (S.M.D., L.L.M., L.C.J.), Division of Hematology and Oncology, Department of Medicine (A.A.K., M.R.D.), and Department of Psychiatry and Behavioral Sciences (M.J.D.), Vanderbilt University Medical Center, Nashville; Vanderbilt-Meharry Center of Excellence in Sickle Cell Disease (A.A.K., M.R.D.), Nashville; and Department of Electrical and Computer Engineering (M.J.D.), Vanderbilt University, Nashville, TN
| | - Lori C Jordan
- From the Department of Neurology (M.A.A., W.R., A.K.S., M.J.D.), Department of Radiology and Radiological Sciences (D.M., L.T.D., L.C.J.), Division of Pediatric Neurology, Department of Pediatrics (S.M.D., L.L.M., L.C.J.), Division of Hematology and Oncology, Department of Medicine (A.A.K., M.R.D.), and Department of Psychiatry and Behavioral Sciences (M.J.D.), Vanderbilt University Medical Center, Nashville; Vanderbilt-Meharry Center of Excellence in Sickle Cell Disease (A.A.K., M.R.D.), Nashville; and Department of Electrical and Computer Engineering (M.J.D.), Vanderbilt University, Nashville, TN
| | - Manus J Donahue
- From the Department of Neurology (M.A.A., W.R., A.K.S., M.J.D.), Department of Radiology and Radiological Sciences (D.M., L.T.D., L.C.J.), Division of Pediatric Neurology, Department of Pediatrics (S.M.D., L.L.M., L.C.J.), Division of Hematology and Oncology, Department of Medicine (A.A.K., M.R.D.), and Department of Psychiatry and Behavioral Sciences (M.J.D.), Vanderbilt University Medical Center, Nashville; Vanderbilt-Meharry Center of Excellence in Sickle Cell Disease (A.A.K., M.R.D.), Nashville; and Department of Electrical and Computer Engineering (M.J.D.), Vanderbilt University, Nashville, TN
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Koelbel M, Hamdule S, Kirkham FJ, Stotesbury H, Hood AM, Dimitriou D. Mind the gap: trajectory of cognitive development in young individuals with sickle cell disease: a cross-sectional study. Front Neurol 2023; 14:1087054. [PMID: 37560456 PMCID: PMC10408298 DOI: 10.3389/fneur.2023.1087054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Accepted: 06/26/2023] [Indexed: 08/11/2023] Open
Abstract
STUDY OBJECTIVES Compared to typically developing children and young adults (CYA-TD), those living with Sickle Cell Disease (CYA-SCD) experience more cognitive difficulties, particularly with executive function. Few studies have examined the relative importance of silent cerebral infarction (SCI), haemoglobin and arterial oxygen content on age-related cognitive changes using cross-sectional or longitudinal (developmental trajectory) data. This study presents cohort data from a single timepoint to inform studies with multiple timepoints. METHODS We compared cross-sectional raw and scaled scores as age-related changes in cognition (trajectories) in CYA-SCD and age-and ethnicity-matched CYA-TD. We also compared cross-sectional age-related changes in cognition (trajectories) in CYA-SCD with and without SCI to CYA-TD. General cognitive abilities were assessed using Wechsler Intelligence Scales, including the Verbal Comprehension Index (VCI) and Perceptual Reasoning Index (PRI) underpinning IQ. Executive function was evaluated using the Delis-Kaplan Executive Function System (D-KEFS) Tower subtest and the Behaviour Rating Inventory of Executive Function (BRIEF) questionnaire. SCI were identified from contemporaneous 3 T MRI; participants with overt stroke were excluded. Recent haemoglobin was available and oxygen saturation (SpO2) was measured on the day of the MRI. RESULTS Data were available for 120 CYA-SCD [62 male; age = 16.78 ± 4.79 years; 42 (35%) with SCI] and 53 CYA-TD (23 male; age = 17.36 ± 5.16). Compared with CYA-TD, CYA-SCD experienced a delayed onset in VCI and slower rate of development for BRIEF Global Executive Composite, Metacognition Index (MI), and Behaviour Regulation Index. The rate of executive function development for the BRIEF MI differed significantly between CYA-TD and CYA-SCD, with those with SCI showing a 26% delay compared with CYA-TD. For CYA-SCD with SCI, arterial oxygen content explained 22% of the variance in VCI and 37% in PRI, while haemoglobin explained 29% of the variance in PRI. CONCLUSION Age-related cognitive trajectories of CYA-SCD may not be impaired but may progress more slowly. Longitudinal studies are required, using tests unaffected by practice. In addition to initiation of medical treatment, including measures to improve arterial oxygen content, early cognitive intervention, educational support, and delivery of extracurricular activities could support cognitive development for CYA-SCD.Graphical Abstract.
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Affiliation(s)
- Melanie Koelbel
- Developmental Neurosciences Section, UCL Great Ormond Street Institute of Child Health, London, United Kingdom
- Sleep Education and Research Laboratory, UCL Institute of Education, London, United Kingdom
| | - Shifa Hamdule
- Developmental Neurosciences Section, UCL Great Ormond Street Institute of Child Health, London, United Kingdom
| | - Fenella J. Kirkham
- Developmental Neurosciences Section, UCL Great Ormond Street Institute of Child Health, London, United Kingdom
- Clinical and Experimental Sciences, University of Southampton, Southampton, United Kingdom
| | - Hanne Stotesbury
- Developmental Neurosciences Section, UCL Great Ormond Street Institute of Child Health, London, United Kingdom
| | - Anna Marie Hood
- Developmental Neurosciences Section, UCL Great Ormond Street Institute of Child Health, London, United Kingdom
- Division of Psychology and Mental Health, Manchester Centre for Health Psychology, University of Manchester, Manchester, United Kingdom
| | - Dagmara Dimitriou
- Sleep Education and Research Laboratory, UCL Institute of Education, London, United Kingdom
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Longoria JN, Wang W, Kang G, Gossett J, Krull K, King AA, Raches D, Schreiber J, Heitzer AM, Hankins JS. Neurocognitive functioning in children with sickle cell anemia and history of abnormal transcranial doppler ultrasonography. Pediatr Blood Cancer 2022; 69:e29943. [PMID: 36031725 PMCID: PMC9605768 DOI: 10.1002/pbc.29943] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Revised: 08/01/2022] [Accepted: 08/05/2022] [Indexed: 11/08/2022]
Abstract
BACKGROUND Transcranial doppler (TCD) ultrasonography can be used to identify stroke risk in children with sickle cell anemia. Previous studies have reported mixed findings on neurocognitive outcomes in children with elevated TCD. This study examined associations between TCD velocity and neurocognitive outcomes in children and adolescents without prior history of stroke. PROCEDURE Participants were selected from the Sickle Cell Clinical Research Intervention Program cohort. The highest recorded mean maximum TCD velocity was selected for analysis, along with participant's most recent data from serial neurocognitive surveillance. RESULTS A total of 200 children with sickle cell anemia completed neurocognitive testing (109 males, 91 females; mean age 12.7 years [SD = 3.56]). Most participants were prescribed hydroxyurea (72%) at the time of neurocognitive testing and nearly 16% had a history of chronic transfusions prior to neurocognitive evaluation. Mean age at time of highest TCD value was 6.6 years (SD = 2.5) and 13.5% of screenings were abnormal (≥200 cm/s). Mean interval between TCD and most recent neurocognitive evaluation was 6.1 years (±3.5). There were no significant differences in the interval between TCD and neurocognitive testing across normal, conditional, and abnormal groups. Maximum TCD velocity was not significantly associated with neurocognitive outcomes in multivariate models. CONCLUSIONS History of elevated TCD in the absence of overt stroke should not be considered a risk factor for poor neurocognitive outcomes in children and adolescents with sickle cell anemia on modern disease-modifying therapy.
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Affiliation(s)
- Jennifer N Longoria
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Winfred Wang
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Guolian Kang
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Jeffrey Gossett
- Department of Biostatistics, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Kevin Krull
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
- Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Allison A King
- Program in Occupational Therapy and Departments of Pediatrics and Medicine, Washington University, St. Louis, Missouri, USA
| | - Darcy Raches
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Jane Schreiber
- Department of Psychology, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Andrew M Heitzer
- Department of Psychology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Jane S Hankins
- Department of Hematology, St. Jude Children's Research Hospital, Memphis, Tennessee, USA
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Murdoch R, Stotesbury H, Kawadler JM, Saunders DE, Kirkham FJ, Shmueli K. Quantitative susceptibility mapping (QSM) and R2 * of silent cerebral infarcts in sickle cell anemia. Front Neurol 2022; 13:1000889. [PMID: 36341122 PMCID: PMC9632444 DOI: 10.3389/fneur.2022.1000889] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Accepted: 09/27/2022] [Indexed: 11/16/2022] Open
Abstract
Silent cerebral infarction (SCI) is the most commonly reported radiological abnormality in patients with sickle cell anemia (SCA) and is associated with future clinical stroke risk. To date, there have been few histological and quantitative MRI studies of SCI and multiple radiological definitions exist. As a result, the tissue characteristics and composition of SCI remain elusive. The objective of this work was therefore to investigate the composition of segmented SCI lesions using quantitative MRI for R2 * and quantitative magnetic susceptibility mapping (QSM). 211 SCI lesions were segmented from 32 participants with SCA and 6 controls. SCI were segmented according to two definitions (FLAIR+/-T1w-based threshold) using a semi-automated pipeline. Magnetic susceptibility (χ) and R2 * maps were calculated from a multi-echo gradient echo sequence and mean SCI values were compared to an equivalent region of interest in normal appearing white matter (NAWM). SCI χ and R2 * were investigated as a function of SCI definition, patient demographics, anatomical location, and cognition. Compared to NAWM, SCI were significantly less diamagnetic (χ = -0.0067 ppm vs. -0.0153 ppm, p < 0.001) and had significantly lower R2 * (16.7 s-1 vs. 19.2 s-1, p < 0.001). SCI definition had a significant effect on the mean SCI χ and R2 * , with lesions becoming significantly less diamagnetic and having significantly lower R2 * after the application of a more stringent T1w-based threshold. SCI-NAWM R2 * decrease was significantly greater in patients with SCA compared with controls (-2.84 s-1 vs. -0.64 s-1, p < 0.0001). No significant association was observed between mean SCI-NAWM χ or R2* differences and subject age, lesion anatomical location, or cognition. The increased χ and decreased R2 * in SCI relative to NAWM observed in both patients and controls is indicative of lower myelin or increased water content within the segmented lesions. The significant SCI-NAWM R2 * differences observed between SCI in patients with SCA and controls suggests there may be differences in tissue composition relative to NAWM in SCI in the two populations. Quantitative MRI techniques such as QSM and R2 * mapping can be used to enhance our understanding of the pathophysiology and composition of SCI in patients with SCA as well as controls.
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Affiliation(s)
- Russell Murdoch
- Department of Medical Physics and Biomedical Engineering, University College London, London, United Kingdom
| | - Hanne Stotesbury
- Developmental Neurosciences, UCL Great Ormond Street Institute of Child Health, London, United Kingdom
| | - Jamie M. Kawadler
- Developmental Neurosciences, UCL Great Ormond Street Institute of Child Health, London, United Kingdom
| | - Dawn E. Saunders
- Developmental Neurosciences, UCL Great Ormond Street Institute of Child Health, London, United Kingdom
| | - Fenella J. Kirkham
- Developmental Neurosciences, UCL Great Ormond Street Institute of Child Health, London, United Kingdom
- University Hospital Southampton NHS Foundation Trust, and Clinical and Experimental Sciences, University of Southampton, Southampton, United Kingdom
| | - Karin Shmueli
- Department of Medical Physics and Biomedical Engineering, University College London, London, United Kingdom
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Murdoch R, Stotesbury H, Hales PW, Kawadler JM, Kölbel M, Clark CA, Kirkham FJ, Shmueli K. A Comparison of MRI Quantitative Susceptibility Mapping and TRUST-Based Measures of Brain Venous Oxygen Saturation in Sickle Cell Anaemia. Front Physiol 2022; 13:913443. [PMID: 36105280 PMCID: PMC9465016 DOI: 10.3389/fphys.2022.913443] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Accepted: 06/15/2022] [Indexed: 11/13/2022] Open
Abstract
In recent years, interest has grown in the potential for magnetic resonance imaging (MRI) measures of venous oxygen saturation (Yv) to improve neurological risk prediction. T2-relaxation-under-spin-tagging (TRUST) is an MRI technique which has revealed changes in Yv in patients with sickle cell anemia (SCA). However, prior studies comparing Yv in patients with SCA relative to healthy controls have reported opposing results depending on whether the calibration model, developed to convert blood T2 to Yv, is based on healthy human hemoglobin (HbA), bovine hemoglobin (HbBV) or sickle hemoglobin (HbS). MRI Quantitative Susceptibility Mapping (QSM) is an alternative technique that may hold promise for estimating Yv in SCA as blood magnetic susceptibility is linearly dependent upon Yv, and no significant difference has been found between the magnetic susceptibility of HbA and HbS. Therefore, the aim of this study was to compare estimates of Yv using QSM and TRUST with five published calibration models in healthy controls and patients with SCA. 17 patients with SCA and 13 healthy controls underwent MRI. Susceptibility maps were calculated from a multi-parametric mapping acquisition and Yv was calculated from the mean susceptibility in a region of interest in the superior sagittal sinus. TRUST estimates of T2, within a similar but much smaller region, were converted to Yv using five different calibration models. Correlation and Bland-Altman analyses were performed to compare estimates of Yv between TRUST and QSM methods. For each method, t-tests were also used to explore group-wise differences between patients with SCA and healthy controls. In healthy controls, significant correlations were observed between QSM and TRUST measures of Yv, while in SCA, there were no such correlations. The magnitude and direction of group-wise differences in Yv varied with method. The TRUST-HbBV and QSM methods suggested decreased Yv in SCA relative to healthy controls, while the TRUST-HbS (p < 0.01) and TRUST-HbA models suggested increased Yv in SCA as in previous studies. Further validation of all MRI measures of Yv, relative to ground truth measures such as O15 PET and jugular vein catheterization, is required in SCA before QSM or TRUST methods can be considered for neurological risk prediction.
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Affiliation(s)
- Russell Murdoch
- Department of Medical Physics and Biomedical Engineering, University College London, London, United Kingdom
| | - Hanne Stotesbury
- Developmental Neurosciences, UCL Great Ormond Street Institute of Child Health, London, United Kingdom
| | - Patrick W. Hales
- Developmental Neurosciences, UCL Great Ormond Street Institute of Child Health, London, United Kingdom
| | - Jamie M. Kawadler
- Developmental Neurosciences, UCL Great Ormond Street Institute of Child Health, London, United Kingdom
| | - Melanie Kölbel
- Developmental Neurosciences, UCL Great Ormond Street Institute of Child Health, London, United Kingdom
| | - Christopher A. Clark
- Developmental Neurosciences, UCL Great Ormond Street Institute of Child Health, London, United Kingdom
| | - Fenella J. Kirkham
- Developmental Neurosciences, UCL Great Ormond Street Institute of Child Health, London, United Kingdom
- Clinical and Experimental Sciences, University of Southampton, Southampton, United Kingdom
| | - Karin Shmueli
- Department of Medical Physics and Biomedical Engineering, University College London, London, United Kingdom
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Stotesbury H, Kawadler JM, Clayden JD, Saunders DE, Hood AM, Koelbel M, Sahota S, Rees DC, Wilkey O, Layton M, Pelidis M, Inusa BPD, Howard J, Chakravorty S, Clark CA, Kirkham FJ. Quantification of Silent Cerebral Infarction on High-Resolution FLAIR and Cognition in Sickle Cell Anemia. Front Neurol 2022; 13:867329. [PMID: 35847220 PMCID: PMC9277177 DOI: 10.3389/fneur.2022.867329] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Accepted: 04/27/2022] [Indexed: 01/18/2023] Open
Abstract
Research in sickle cell anemia (SCA) has used, with limited race-matched control data, binary categorization of patients according to the presence or absence of silent cerebral infarction (SCI). SCI have primarily been identified using low-resolution MRI, with radiological definitions varying in lesion length and the requirement for abnormality on both fluid attenuated inversion recovery (FLAIR) and T1-weighted images. We aimed to assess the effect of published SCI definitions on global, regional, and lobar lesion metrics and their value in predicting cognition. One hundred and six patients with SCA and 48 controls aged 8-30 years underwent 3T MRI with a high-resolution FLAIR sequence and Wechsler cognitive assessment. Prevalence, number, and volume of lesions were calculated using a semi-automated pipeline for SCI defined as: (1) Liberal: any length (L-SCI); (2) Traditional: >3 mm in greatest dimension (T-SCI); (3) Restrictive; >3 mm in greatest dimension with a corresponding T1-weighted hypo-intensity (R-SCI). Globally, as hypothesized, there were large effects of SCI definition on lesion metrics in patients and controls, with prevalence varying from 24-42% in patients, and 4-23% in controls. However, contrary to hypotheses, there was no effect of any global metric on cognition. Regionally, there was a consistent distribution of SCI in frontal and parietal deep and juxta-cortical regions across definitions and metrics in patients, but no consistent distribution in controls. Effects of regional SCI metrics on cognitive performance were of small magnitude; some were paradoxical. These findings expose the challenges associated with the widespread use of SCI presence as a biomarker of white-matter injury and cognitive dysfunction in cross-sectional high-resolution MRI studies in patients with SCA. The findings indicate that with high-resolution MRI: (1) radiological definitions have a large effect on resulting lesion groups, numbers, and volumes; (2) there is a non-negligible prevalence of lesions in young healthy controls; and (3) at the group-level, there is no cross-sectional association between global lesion metrics and general cognitive impairment irrespective of lesion definition and metric. With high-resolution multi-modal MRI, the dichotomy of presence or absence of SCI does not appear to be a sensitive biomarker for the detection of functionally significant pathology; the search for appropriate endpoints for clinical treatment trials should continue.
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Affiliation(s)
- Hanne Stotesbury
- Developmental Neurosciences, UCL Great Ormond Street Institute of Child Health, London, United Kingdom
| | - Jamie M Kawadler
- Developmental Neurosciences, UCL Great Ormond Street Institute of Child Health, London, United Kingdom
| | - Jonathan D Clayden
- Developmental Neurosciences, UCL Great Ormond Street Institute of Child Health, London, United Kingdom
| | - Dawn E Saunders
- Developmental Neurosciences, UCL Great Ormond Street Institute of Child Health, London, United Kingdom
| | - Anna M Hood
- Developmental Neurosciences, UCL Great Ormond Street Institute of Child Health, London, United Kingdom.,Division of Psychology and Mental Health, Manchester Centre for Health Psychology, University of Manchester, Manchester, United Kingdom
| | - Melanie Koelbel
- Developmental Neurosciences, UCL Great Ormond Street Institute of Child Health, London, United Kingdom
| | - Sati Sahota
- Developmental Neurosciences, UCL Great Ormond Street Institute of Child Health, London, United Kingdom
| | | | - Olu Wilkey
- North Middlesex University Hospital NHS Foundation Trust, London, United Kingdom
| | - Mark Layton
- Haematology, Imperial College Healthcare NHS Foundation Trust, London, United Kingdom
| | - Maria Pelidis
- Department of Haematology and Evelina Children's Hospital, Guy's and St Thomas' NHS Foundation Trust, London, United Kingdom
| | - Baba P D Inusa
- Department of Haematology and Evelina Children's Hospital, Guy's and St Thomas' NHS Foundation Trust, London, United Kingdom
| | - Jo Howard
- Department of Haematology and Evelina Children's Hospital, Guy's and St Thomas' NHS Foundation Trust, London, United Kingdom
| | | | - Chris A Clark
- Developmental Neurosciences, UCL Great Ormond Street Institute of Child Health, London, United Kingdom
| | - Fenella J Kirkham
- Developmental Neurosciences, UCL Great Ormond Street Institute of Child Health, London, United Kingdom.,Clinical and Experimental Sciences, University of Southampton, Southampton, United Kingdom
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Afzali-Hashemi L, Václavů L, Wood JC, Biemond BJ, Nederveen AJ, Mutsaerts HJ, Schrantee A. Assessment of functional shunting in patients with sickle cell disease. Haematologica 2022; 107:2708-2719. [PMID: 35548868 PMCID: PMC9614535 DOI: 10.3324/haematol.2021.280183] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2021] [Indexed: 01/26/2023] Open
Abstract
Silent cerebral infarcts (SCI) are common in patients with sickle cell disease (SCD) and are thought to be caused by a mismatch between oxygen delivery and consumption. Functional cerebrovascular shunting is defined as reduced oxygen offloading due to the rapid transit of blood through the capillaries caused by increased flow and has been suggested as a potential mechanism underlying reduced oxygenation and SCI. We investigated the venous arterial spin labeling signal (VS) in the sagittal sinus as a proxy biomarker of cerebral functional shunting, and its association with hemodynamic imaging and hematological laboratory parameters. We included 28 children and 38 adults with SCD, and ten healthy racematched adult controls. VS, cerebral blood flow (CBF), velocity in the brain feeding arteries, oxygen extraction fraction (OEF) and cerebral metabolic rate of oxygen (CMRO2) were measured before and after acetazolamide administration. VS was higher in patients with SCD compared to controls (P<0.01) and was increased after acetazolamide administration in all groups (P<0.01). VS was primarily predicted by CBF (P<0.01), but CBF-corrected VS was also associated with decreased CMRO2 (P<0.01). Additionally, higher disease severity defined by low hemoglobin and increased hemolysis was associated with higher CBF-corrected VS. Finally, CMRO2 was negatively correlated with fetal hemoglobin, and positively correlated with lactate dehydrogenase, which could be explained by changes in oxygen affinity. These findings provide evidence for cerebral functional shunting and encourage future studies investigating the potential link to aberrant capillary exchange in SCD.
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Affiliation(s)
- Liza Afzali-Hashemi
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Centers, Amsterdam, the Netherlands
| | - Lena Václavů
- C.J. Gorter Center for High Field MRI, Department of Radiology, Leiden University Medical Center, Leiden, the Netherlands
| | - John C. Wood
- Division of Cardiology, Children’s Hospital Los Angeles, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Bart J. Biemond
- Department of Hematology, Amsterdam University Medical Centers, Amsterdam, the Netherlands
| | - Aart J. Nederveen
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Centers, Amsterdam, the Netherlands
| | - Henk J.M.M. Mutsaerts
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Centers, Amsterdam, the Netherlands,HJMMM and AS contributed equally as co-senior authors
| | - Anouk Schrantee
- Department of Radiology and Nuclear Medicine, Amsterdam University Medical Centers, Amsterdam, the Netherlands,HJMMM and AS contributed equally as co-senior authors
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Stotesbury H, Hales PW, Hood AM, Koelbel M, Kawadler JM, Saunders DE, Sahota S, Rees DC, Wilkey O, Layton M, Pelidis M, Inusa BPD, Howard J, Chakravorty S, Clark CA, Kirkham FJ. Individual Watershed Areas in Sickle Cell Anemia: An Arterial Spin Labeling Study. Front Physiol 2022; 13:865391. [PMID: 35592036 PMCID: PMC9110791 DOI: 10.3389/fphys.2022.865391] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2022] [Accepted: 03/22/2022] [Indexed: 12/25/2022] Open
Abstract
Previous studies have pointed to a role for regional cerebral hemodynamic stress in neurological complications in patients with sickle cell anemia (SCA), with watershed regions identified as particularly at risk of ischemic tissue injury. Using single- and multi-inflow time (TI) arterial spin labeling sequences (ASL) in 94 patients with SCA and 42 controls, the present study sought to investigate cerebral blood flow (CBF) and bolus arrival times (BAT) across gray matter, white matter with early arrival times, and in individual watershed areas (iWSAs). In iWSAs, associations between hemodynamic parameters, lesion burden, white matter integrity, and general cognitive performance were also explored. In patients, increases in CBF and reductions in BAT were observed in association with reduced arterial oxygen content across gray matter and white matter with early arrival times using both sequences (all p < 0.001, d = -1.55--2.21). Across iWSAs, there was a discrepancy between sequences, with estimates based on the single-TI sequence indicating higher CBF in association with reduced arterial oxygen content in SCA patients, and estimates based on the multi-TI sequence indicating no significant between-group differences or associations with arterial oxygen content. Lesion burden was similar between white matter with early arrival times and iWSAs in both patients and controls, and using both sequences, only trend-level associations between iWSA CBF and iWSA lesion burden were observed in patients. Further, using the multi-TI sequence in patients, increased iWSA CBF was associated with reduced iWSA microstructural tissue integrity and slower processing speed. Taken together, the results highlight the need for researchers to consider BAT when estimating CBF using single-TI sequences. Moreover, the findings demonstrate the feasibility of multi-TI ASL for objective delineation of iWSAs and for detection of regional hemodynamic stress that is associated with reduced microstructural tissue integrity and slower processing speed. This technique may hold promise for future studies and treatment trials.
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Affiliation(s)
- Hanne Stotesbury
- Imaging and Biophysics Section, Developmental Neurosciences, UCL Great Ormond St. Institute of Child Health, London, United Kingdom
| | - Patrick W. Hales
- Imaging and Biophysics Section, Developmental Neurosciences, UCL Great Ormond St. Institute of Child Health, London, United Kingdom
| | - Anna M. Hood
- Division of Psychology and Mental Health, Manchester Centre for Health Psychology, University of Manchester, Manchester, United Kingdom
| | - Melanie Koelbel
- Imaging and Biophysics Section, Developmental Neurosciences, UCL Great Ormond St. Institute of Child Health, London, United Kingdom
| | - Jamie M. Kawadler
- Imaging and Biophysics Section, Developmental Neurosciences, UCL Great Ormond St. Institute of Child Health, London, United Kingdom
| | - Dawn E. Saunders
- Radiology, Great Ormond Hospital for Children NHS Foundation Trust, London, United Kingdom
| | - Sati Sahota
- Imaging and Biophysics Section, Developmental Neurosciences, UCL Great Ormond St. Institute of Child Health, London, United Kingdom
| | - David C. Rees
- Paediatric Haematology, King’s College Hospital NHS Foundation Trust, London, United Kingdom
| | - Olu Wilkey
- Paediatric Haematology and Oncology, North Middlesex University Hospital NHS Foundation Trust, London, United Kingdom
| | - Mark Layton
- Haematology, Imperial College Healthcare NHS Foundation Trust, London, United Kingdom
| | - Maria Pelidis
- Department of Haematology and Evelina Children’s Hospital, Guy’s and St Thomas’ NHS Foundation Trust, London, United Kingdom
| | - Baba P. D. Inusa
- Department of Haematology and Evelina Children’s Hospital, Guy’s and St Thomas’ NHS Foundation Trust, London, United Kingdom
| | - Jo Howard
- Department of Haematology and Evelina Children’s Hospital, Guy’s and St Thomas’ NHS Foundation Trust, London, United Kingdom
| | - Subarna Chakravorty
- Paediatric Haematology, King’s College Hospital NHS Foundation Trust, London, United Kingdom
| | - Chris A. Clark
- Imaging and Biophysics Section, Developmental Neurosciences, UCL Great Ormond St. Institute of Child Health, London, United Kingdom
| | - Fenella J. Kirkham
- Clinical Neurosciences Section, Developmental Neurosciences, UCL Great Ormond St. Institute of Child Health, London, United Kingdom
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