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Zhu T, He Y, Bei Y, Mai H. Anemia Increases All-Cause Mortality Risk in Stroke Survivors on Antiplatelet Therapy: A Retrospective Cohort Study. Neurol Ther 2025; 14:965-975. [PMID: 40254666 PMCID: PMC12089577 DOI: 10.1007/s40120-025-00735-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2025] [Accepted: 03/17/2025] [Indexed: 04/22/2025] Open
Abstract
INTRODUCTION Approximately 20% of patients with stroke are anemic, and previous studies have identified a U-shaped relationship between hemoglobin levels and all-cause mortality in stroke survivors. However, these studies have not specifically focused on patients with stroke taking antiplatelet agents. This study investigates the impact of anemia and hemoglobin (HGB) on mortality in this population. METHODS This study included 356 stroke survivors from the National Health and Nutrition Examination Survey 1999-2018 who were taking antiplatelet agents. It analyzed the impact of HGB levels and anemia on all-cause mortality using Cox regression, examined the nonlinear relationship between HGB and mortality through restricted cubic splines (RCS), and illustrated survival over time using Kaplan-Meier survival curves. RESULTS RCS analysis revealed no nonlinear relationship between HGB and all-cause mortality (P for overall < 0.01, P for nonlinear = 0.36), with lower HGB levels associated with an increased risk of all-cause mortality. Cox regression analysis showed that HGB was negatively associated with mortality risk across all models (Model 4: hazard ratio = 0.81, 95% confidence intervals 0.73-0.91, P < 0.01). Additionally, anemia significantly increased the risk of mortality in all models (Model 4: hazard ratio = 2.05, 95% confidence intervals 1.43-2.95, P < 0.01). Kaplan-Meier survival curves demonstrated that the survival rate in the anemic group was significantly lower than that of the non-anemic group (P < 0.01). CONCLUSION In stroke survivors taking antiplatelet agents, anemia is associated with an increased risk of all-cause mortality, while HGB levels are negatively correlated with mortality risk.
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Affiliation(s)
- Tieshi Zhu
- Department of Neurology, Zhanjiang Central Hospital, Guangdong Medical University, Zhanjiang, Guangdong, China
| | - Yong He
- Department of Neurology, Liuyang Jili Hospital, Changsha, Hunan, China
| | - Yuzhang Bei
- Department of Neurology, Liuyang Jili Hospital, Changsha, Hunan, China.
| | - Hui Mai
- Department of Neurology, Zhanjiang Central Hospital, Guangdong Medical University, Zhanjiang, Guangdong, China.
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Cottarelli A, Mamoon R, Ji R, Mao E, Boehme A, Kumar A, Song S, Allegra V, Sharma SV, Konofagou E, Spektor V, Guo J, Connolly ES, Sekar P, Woo D, Roh DJ. Low Hemoglobin Causes Hematoma Expansion and Poor Intracerebral Hemorrhage Outcomes. Stroke 2025; 56:1234-1242. [PMID: 40110594 PMCID: PMC12037308 DOI: 10.1161/strokeaha.124.049499] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2024] [Revised: 01/23/2025] [Accepted: 02/17/2025] [Indexed: 03/22/2025]
Abstract
BACKGROUND Although lower hemoglobin levels associate with worse intracerebral hemorrhage (ICH) outcomes, causal drivers for this relationship remain unclear. We investigated the hypothesis that lower hemoglobin relates to increased hematoma expansion risk and poor outcomes using human observational data and assessed causal relationships using a translational murine model of anemia and ICH. METHODS A multicenter, prospective observational cohort study of 2997 patients with ICH enrolled between 2010 and 2016 was assessed. Patients with baseline hemoglobin measurements and serial computed tomography neuroimaging were included for analyses. Patients with systemic evidence of coagulopathy were excluded. Separate regression models assessed relationships of baseline hemoglobin with hematoma expansion (≥33% and/or ≥6 mL growth) and poor long-term neurological outcomes (modified Rankin Scale score of 4-6) after adjusting for relevant covariates. Using a murine collagenase ICH model with serial neuroimaging in anemic versus nonanemic C57/BL6 mice, intergroup differences in ICH lesion volume, lesion volume changes, and early mortality were assessed. RESULTS Among 1190 ICH patients analyzed, the mean age was 61 years old, and 62% of the cohort were males. Lower baseline hemoglobin levels are associated with increased odds of hematoma expansion (adjusted odds ratio per -1 g/dL hemoglobin decrement, 1.10 [95% CI, 1.02-1.19]) and poor 3-month clinical outcomes (adjusted odds ratio per -1 g/dL hemoglobin decrement, 1.11 [95% CI, 1.03-1.21]). Similar relationships were seen with poor 6- and 12-month outcomes. In our animal model, anemic mice had significantly greater ICH lesion expansion, 24-hour lesion volumes, and greater mortality, as compared with nonanemic mice. CONCLUSIONS These results, in a human cohort and a mouse model, provide novel evidence suggesting that anemia has causal roles in hematoma expansion and poor ICH outcomes. Additional studies are required to clarify whether correcting anemia can improve these outcomes.
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Affiliation(s)
- Azzurra Cottarelli
- Department of Pathology and Cell Biology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Rayan Mamoon
- Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Robin Ji
- Department of Biomedical Engineering, Columbia University, New York, NY
| | - Eric Mao
- Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Amelia Boehme
- Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Aditya Kumar
- Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Sandy Song
- Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Valentina Allegra
- Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Sabrina V. Sharma
- Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Elisa Konofagou
- Department of Biomedical Engineering, Columbia University, New York, NY
| | - Vadim Spektor
- Department of Radiology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Jia Guo
- Department of Psychiatry, Columbia University, New York, NY
| | - E. Sander Connolly
- Department of Neurological Surgery, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Padmini Sekar
- Department of Neurology, University of Cincinnati Academic Health Center, Cincinnati, OH
| | - Daniel Woo
- Department of Neurology, University of Cincinnati Academic Health Center, Cincinnati, OH
| | - David J. Roh
- Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
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Poyraz FC, Rossitto CP, Ridha M, Simonetto M, Kumar A, Hess E, White E, Mao E, Sieh L, Ghoshal S, Agarwal S, Park S, Claassen J, Connolly ES, Mocco J, Kellner CP, Roh DJ. Hemoglobin Decrements are Associated with Ischemic Brain Lesions and Poor Outcomes in Patients with Intracerebral Hemorrhage. Neurocrit Care 2025:10.1007/s12028-024-02206-9. [PMID: 39843877 DOI: 10.1007/s12028-024-02206-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2024] [Accepted: 12/30/2024] [Indexed: 01/24/2025]
Abstract
BACKGROUND Acute ischemic lesions seen on brain magnetic resonance imaging (MRI) are associated with poor intracerebral hemorrhage (ICH) outcomes, but drivers for these lesions are unknown. Rapid hemoglobin decrements occur in the initial days after ICH and may impair brain oxygen delivery. We investigated whether acute hemoglobin decrements after ICH are associated with MRI ischemic lesions and poor long-term ICH outcomes. METHODS Consecutive patients with acute spontaneous ICH enrolled into a single-center prospective cohort study were assessed. Change in hemoglobin levels from admission to brain MRI was defined as the exposure variable. The presence of MRI ischemic lesions on diffusion-weighted imaging was the primary radiographic outcome. Poor 6-month modified Rankin Scale score (4-6) was assessed as our clinical outcome. Separate regression models assessed relationships between exposure and outcomes adjusting for relevant confounders. These relationships were also assessed in a separate prospective single-center cohort of patients with ICH receiving minimally invasive hematoma evacuation. RESULTS Of 190 patients analyzed in our primary cohort, the mean age was 66.7 years, the baseline hemoglobin level was 13.4 g/dL, and 32% had MRI ischemic lesions. Greater hemoglobin decrements were associated with MRI ischemic lesions (adjusted odds ratio [OR] 0.77 for every 1 g/dL change, 95% confidence interval [CI] 0.60-0.99) and with poor 6-month outcomes (adjusted OR 0.73, 95% CI 0.55-0.98) after adjusting for demographics, ICH and medical disease severity, and antithrombotic use. In our separate cohort of 172 surgical patients with ICH, greater hemoglobin concentration decrements similarly associated with MRI ischemic lesions (adjusted OR 0.74, 95% CI 0.56-0.97) and poor 6-month outcomes (adjusted OR 0.69, 95% CI 0.48-0.98). CONCLUSIONS Greater hemoglobin decrements after acute ICH are associated with ischemic lesions on brain MRI and poor long-term outcomes. Further work is required to clarify drivers for these relationships and whether anemia treatment and prevention can be used to improve ICH outcomes.
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Affiliation(s)
| | - Christina P Rossitto
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Mohamed Ridha
- Department of Neurology and Neurosurgery, Vagelos College of Physicians and Surgeons, Columbia University, 177 Fort Washington Ave, New York, NY, 10032, USA
| | - Marialaura Simonetto
- Department of Neurology and Neurosurgery, Vagelos College of Physicians and Surgeons, Columbia University, 177 Fort Washington Ave, New York, NY, 10032, USA
| | - Aditya Kumar
- Department of Neurology and Neurosurgery, Vagelos College of Physicians and Surgeons, Columbia University, 177 Fort Washington Ave, New York, NY, 10032, USA
| | - Evan Hess
- Department of Neurology and Neurosurgery, Vagelos College of Physicians and Surgeons, Columbia University, 177 Fort Washington Ave, New York, NY, 10032, USA
| | - Emma White
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Eric Mao
- Department of Neurology and Neurosurgery, Vagelos College of Physicians and Surgeons, Columbia University, 177 Fort Washington Ave, New York, NY, 10032, USA
| | - Laura Sieh
- Department of Neurology and Neurosurgery, Vagelos College of Physicians and Surgeons, Columbia University, 177 Fort Washington Ave, New York, NY, 10032, USA
| | - Shivani Ghoshal
- Department of Neurology and Neurosurgery, Vagelos College of Physicians and Surgeons, Columbia University, 177 Fort Washington Ave, New York, NY, 10032, USA
| | - Sachin Agarwal
- Department of Neurology and Neurosurgery, Vagelos College of Physicians and Surgeons, Columbia University, 177 Fort Washington Ave, New York, NY, 10032, USA
| | - Soojin Park
- Department of Neurology and Neurosurgery, Vagelos College of Physicians and Surgeons, Columbia University, 177 Fort Washington Ave, New York, NY, 10032, USA
| | - Jan Claassen
- Department of Neurology and Neurosurgery, Vagelos College of Physicians and Surgeons, Columbia University, 177 Fort Washington Ave, New York, NY, 10032, USA
| | - E Sander Connolly
- Department of Neurology and Neurosurgery, Vagelos College of Physicians and Surgeons, Columbia University, 177 Fort Washington Ave, New York, NY, 10032, USA
| | - J Mocco
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Christopher P Kellner
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - David J Roh
- Department of Neurology and Neurosurgery, Vagelos College of Physicians and Surgeons, Columbia University, 177 Fort Washington Ave, New York, NY, 10032, USA.
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Wu H, Wang T, Li F, Bao Y, Lu B, Li L. Low hemoglobin is associated with postoperative cerebral infarction in moyamoya disease: development of a predictive model based on low hemoglobin. Front Neurol 2025; 15:1489430. [PMID: 39839859 PMCID: PMC11746082 DOI: 10.3389/fneur.2024.1489430] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2024] [Accepted: 12/02/2024] [Indexed: 01/23/2025] Open
Abstract
Background Anemia is considered a risk factor for cardiovascular disease. However, there is little evidence regarding the relationship between hemoglobin (HB) and cerebral infarction after revascularization in patients with moyamoya disease (MMD). This study aimed to explore the relationship between postoperative cerebral infarction and HB in patients with MMD and to establish a predictive model. Methods Demographic information and different HB levels (the preoperative and postoperative HB, highest and lowest HB, and mean HB during hospitalization) of 112 patients with MMD were collected, of which 11 had cerebral infarction after revascularization. Results In the binomial logistic regression analysis, low HB levels were an independent risk factor for cerebral infarction after revascularization, which also led to a worse long-term prognosis in patients with MMD. The risk factors, including Pre-HB, Post-HB, type of MMD, and hypertension (HTN), were incorporated into the receiver operating characteristic curve, which yielded an area under the curve (AUC) of 0.83. Conclusion The prediction model was visualized using a nomogram, and a clinical decision curve was drawn to evaluate the net benefit of clinical decisions.
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Affiliation(s)
- Haitao Wu
- Qingdao University Medical College, Qingdao University, Qingdao, China
| | - Tingxuan Wang
- Qingdao University Medical College, Qingdao University, Qingdao, China
| | - Fangbao Li
- Dalian Medical University, Dalian, China
| | - Yue Bao
- Department of Neurosurgery, University of Health and Rehabilitation Sciences (Qingdao Municipal Hospital), Qingdao, China
| | - Bin Lu
- Department of Neurosurgery, University of Health and Rehabilitation Sciences (Qingdao Municipal Hospital), Qingdao, China
| | - Luo Li
- Department of Neurosurgery, University of Health and Rehabilitation Sciences (Qingdao Municipal Hospital), Qingdao, China
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Saeedi E, Mashhadinejad M, Tavallaii A. Development of a machine learning model for prediction of intraventricular hemorrhage in premature neonates. Childs Nerv Syst 2024; 41:51. [PMID: 39680160 DOI: 10.1007/s00381-024-06714-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2024] [Accepted: 12/05/2024] [Indexed: 12/17/2024]
Abstract
PURPOSE Intraventricular hemorrhage (IVH) is a common and severe complication in premature neonates, leading to long-term neurological impairments. Early prediction and identification of risk factors for IVH in premature neonates are crucial for improving clinical outcomes. This study aimed to predict IVH in premature neonates and determine risk factors using machine learning (ML) algorithms. METHODS This study investigated the medical records of premature neonates admitted to the neonatal intensive care unit. The patients were labeled as case (IVH) and control (No IVH). The independent variables included demographic, clinical, laboratory, and imaging data. Machine learning algorithms, including random Forest, support vector machine, logistic regression, and k-nearest neighbor, were used to train the models after data preprocessing and feature selection. The performance of the trained models was evaluated using various performance metrics. RESULTS Data from 160 premature neonates were collected including 70 patients with IVH. The identified risk factors for IVH were the gestational age, birth weight, low Apgar scores at 1 min and 5 min, delivery method, head circumference, and various laboratory findings. The random forest algorithm demonstrated the highest sensitivity, specificity, accuracy, and F1 score in predicting IVH in premature neonates, with a great area under the receiver operating characteristic curve of 0.99. CONCLUSION This study revealed that the random forest model effectively predicted IVH in premature neonates. The early identification of premature neonates at higher risk of IVH allows for preventive measures and interventions to reduce the incidence and morbidity of IVH in these patients.
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Affiliation(s)
- Emad Saeedi
- Department of Neurosurgery, Mashhad University of Medical Sciences, Mashhad, Iran
| | | | - Amin Tavallaii
- Department of Neurosurgery, Akbar Children's Hospital, Mashhad University of Medical Sciences, Mashhad, Iran.
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Cottarelli A, Mamoon R, Ji R, Mao E, Boehme A, Kumar A, Song S, Allegra V, Sharma SV, Konofagou E, Spektor V, Guo J, Connolly ES, Sekar P, Woo D, Roh DJ. Low hemoglobin causes hematoma expansion and poor intracerebral hemorrhage outcomes. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.08.15.608155. [PMID: 39229082 PMCID: PMC11370400 DOI: 10.1101/2024.08.15.608155] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 09/05/2024]
Abstract
Objectives Although lower hemoglobin levels associate with worse intracerebral hemorrhage (ICH) outcomes, causal drivers for this relationship remain unclear. We investigated the hypothesis that lower hemoglobin relates to increased hematoma expansion (HE) risk and poor outcomes using human observational data and assessed causal relationships using a translational murine model of anemia and ICH. Methods ICH patients with baseline hemoglobin measurements and serial CT neuroimaging enrolled between 2010-2016 to a multicenter, prospective observational cohort study were studied. Patients with systemic evidence of coagulopathy were excluded. Separate regression models assessed relationships of baseline hemoglobin with HE (≥33% and/or ≥6mL growth) and poor long-term neurological outcomes (modified Rankin Scale 4-6) after adjusting for relevant covariates. Using a murine collagenase ICH model with serial neuroimaging in anemic vs. non-anemic C57/BL6 mice, intergroup differences in ICH lesion volume, ICH volume changes, and early mortality were assessed. Results Among 1190 ICH patients analyzed, lower baseline hemoglobin levels associated with increased odds of HE (adjusted OR per -1g/dL hemoglobin decrement: 1.10 [1.02-1.19]) and poor 3-month clinical outcomes (adjusted OR per -1g/dL hemoglobin decrement: 1.11 [1.03-1.21]). Similar relationships were seen with poor 6 and 12-month outcomes. In our animal model, anemic mice had significantly greater ICH lesion expansion, final lesion volumes, and greater mortality, as compared to non-anemic mice. Conclusions These results, in a human cohort and a mouse model, provide novel evidence suggesting that anemia has causal roles in HE and poor ICH outcomes. Additional studies are required to clarify whether correcting anemia can improve these outcomes.
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Affiliation(s)
- Azzurra Cottarelli
- Department of Pathology and Cell Biology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Rayan Mamoon
- Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Robin Ji
- Department of Biomedical Engineering, Columbia University, New York, NY
| | - Eric Mao
- Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Amelia Boehme
- Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Aditya Kumar
- Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Sandy Song
- Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Valentina Allegra
- Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Sabrina V. Sharma
- Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Elisa Konofagou
- Department of Biomedical Engineering, Columbia University, New York, NY
| | - Vadim Spektor
- Department of Radiology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Jia Guo
- Department of Psychiatry, Columbia University, New York, NY
| | - E. Sander Connolly
- Department of Neurological Surgery, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Padmini Sekar
- Department of Neurology, University of Cincinnati Academic Health Center, Cincinnati, OH
| | - Daniel Woo
- Department of Neurology, University of Cincinnati Academic Health Center, Cincinnati, OH
| | - David J. Roh
- Department of Neurology, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
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Roh DJ, Poyraz FC, Mao E, Shen Q, Kansara V, Cottarelli A, Song S, Nemkov T, Kumar A, Hudson KE, Ghoshal S, Park S, Agarwal S, Connolly ES, Claassen J, Kreuziger LB, Hod E, Yeatts S, Foster LD, Selim M. Anemia From Inflammation After Intracerebral Hemorrhage and Relationships With Outcome. J Am Heart Assoc 2024; 13:e035524. [PMID: 38979830 PMCID: PMC11292775 DOI: 10.1161/jaha.124.035524] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Accepted: 06/11/2024] [Indexed: 07/10/2024]
Abstract
BACKGROUND Baseline anemia is associated with poor intracerebral hemorrhage (ICH) outcomes. However, underlying drivers for anemia and whether anemia development after ICH impacts clinical outcomes are unknown. We hypothesized that inflammation drives anemia development after ICH and assessed their relationship to outcomes. METHODS AND RESULTS Patients with serial hemoglobin and iron biomarker concentrations from the HIDEF (High-Dose Deferoxamine in Intracerebral Hemorrhage) trial were analyzed. Adjusted linear mixed models assessed laboratory changes over time. Of 42 patients, significant decrements in hemoglobin occurred with anemia increasing from 19% to 45% by day 5. Anemia of inflammation iron biomarker criteria was met in 88%. A separate cohort of 521 patients with ICH with more granular serial hemoglobin and long-term neurological outcome data was also investigated. Separate regression models assessed whether (1) systemic inflammatory response syndrome (SIRS) scores related to hemoglobin changes over time and (2) hemoglobin changes related to poor 90-day outcome. In this cohort, anemia prevalence increased from 30% to 71% within 2 days of admission yet persisted beyond this time. Elevated systemic inflammatory response syndrome was associated with greater hemoglobin decrements over time (adjusted parameter estimate: -0.27 [95% CI, -0.37 to -0.17]) and greater hemoglobin decrements were associated with poor outcomes (adjusted odds ratio per 1 g/dL increase, 0.76 [95% CI, 0.62-0.93]) independent to inflammation and ICH severity. CONCLUSIONS We identified novel findings that acute anemia development after ICH is common, rapid, and related to inflammation. Because anemia development is associated with poor outcomes, further work is required to clarify if anemia, or its underlying drivers, are modifiable treatment targets that can improve ICH outcomes. REGISTRATION https://www.clinicaltrials.gov Unique identifier: NCT01662895.
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Affiliation(s)
- David J. Roh
- Department of NeurologyVagelos College of Physicians and SurgeonsColumbia UniversityNew York CityNYUSA
| | - Fernanda Carvalho Poyraz
- Department of NeurologyVagelos College of Physicians and SurgeonsColumbia UniversityNew York CityNYUSA
| | - Eric Mao
- Department of NeurologyVagelos College of Physicians and SurgeonsColumbia UniversityNew York CityNYUSA
| | - Qi Shen
- Department of NeurologyVagelos College of Physicians and SurgeonsColumbia UniversityNew York CityNYUSA
| | - Vedant Kansara
- Department of NeurologyVagelos College of Physicians and SurgeonsColumbia UniversityNew York CityNYUSA
| | - Azzurra Cottarelli
- Department of Pathology and Cell BiologyVagelos College of Physicians and SurgeonsColumbia UniversityNew York CityNYUSA
| | - Sandy Song
- Department of NeurologyVagelos College of Physicians and SurgeonsColumbia UniversityNew York CityNYUSA
| | - Travis Nemkov
- Department of Biochemistry and Molecular GeneticsUniversity of Colorado Denver Anschutz Medical CampusAuroraCOUSA
| | - Aditya Kumar
- Department of NeurologyVagelos College of Physicians and SurgeonsColumbia UniversityNew York CityNYUSA
| | - Krystalyn E. Hudson
- Department of Pathology and Cell BiologyVagelos College of Physicians and SurgeonsColumbia UniversityNew York CityNYUSA
| | - Shivani Ghoshal
- Department of NeurologyVagelos College of Physicians and SurgeonsColumbia UniversityNew York CityNYUSA
| | - Soojin Park
- Department of NeurologyVagelos College of Physicians and SurgeonsColumbia UniversityNew York CityNYUSA
| | - Sachin Agarwal
- Department of NeurologyVagelos College of Physicians and SurgeonsColumbia UniversityNew York CityNYUSA
| | - Edward Sander Connolly
- Department of Neurological SurgeryVagelos College of Physicians and SurgeonsColumbia UniversityNew York CityNYUSA
| | - Jan Claassen
- Department of NeurologyVagelos College of Physicians and SurgeonsColumbia UniversityNew York CityNYUSA
| | - Lisa Baumann Kreuziger
- Versiti Blood Research InstituteVersiti; Department of MedicineDivision of Hematology and OncologyMedical College of WisconsinMilwaukeeWIUSA
| | - Eldad Hod
- Department of Pathology and Cell BiologyVagelos College of Physicians and SurgeonsColumbia UniversityNew York CityNYUSA
| | - Sharon Yeatts
- Department of Public Health SciencesMedical University of South CarolinaCharlestonSCUSA
| | - Lydia D. Foster
- Department of Public Health SciencesMedical University of South CarolinaCharlestonSCUSA
| | - Magdy Selim
- Department of NeurologyBeth Israel DeaconnessBostonMAUSA
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8
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Ma K, Bebawy JF. Anemia and Optimal Transfusion Thresholds in Brain-Injured Patients: A Narrative Review of the Literature. Anesth Analg 2024; 138:992-1002. [PMID: 38109853 DOI: 10.1213/ane.0000000000006772] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2023]
Abstract
Anemia is a highly prevalent condition that may compromise oxygen delivery to vital organs, especially among the critically ill. Although current evidence supports the adoption of a restrictive transfusion strategy and threshold among the nonbleeding critically ill patient, it remains unclear whether this practice should apply to the brain-injured patient, given the predisposition to cerebral ischemia in this patient population, in which even nonprofound anemia may exert a detrimental effect on clinical outcomes. The purpose of this review is to provide an overview of the pathophysiological changes related to impaired cerebral oxygenation in the brain-injured patient and to present the available evidence on the effect of anemia and varying transfusion thresholds on the clinical outcomes of patients with acute brain injury.
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Affiliation(s)
- Kan Ma
- From the Department of Anesthesiology and Pain Medicine, St Michael's Hospital, University of Toronto, Toronto, Ontario, Canada
| | - John F Bebawy
- Department of Anesthesiology and Neurological Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois
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Roh DJ, Murguia-Fuentes R, Gurel K, Khasiyev F, Rahman S, Bueno PP, Kozii K, Spagnolo-Allende AJ, Cottarelli A, Simonetto M, Ji R, Guo J, Spektor V, Hod EA, Burke DJ, Konofagou E, Rundek T, Wright CB, Marshall RS, Elkind MSV, Gutierrez J. Relationships of Hematocrit With Chronic Covert and Acute Symptomatic Lacunar Ischemic Lesions. Neurology 2024; 102:e207961. [PMID: 38165319 PMCID: PMC10870744 DOI: 10.1212/wnl.0000000000207961] [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: 06/07/2023] [Accepted: 09/11/2023] [Indexed: 01/03/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Red blood cell (RBC) concentrations are known to associate with ischemic stroke. It is unclear whether RBC concentrations associate specifically with small vessel disease lacunar infarcts. We investigated the hypothesis that RBC concentrations associate with both chronic covert and acute symptomatic brain MRI lacunar infarcts. METHODS A cross-sectional observational analysis was performed across 2 cohorts with available hematocrit (as the assessment of RBC concentration exposure) and MRI outcome data. The primary setting was a population-based cohort of stroke-free, older adult (>50 years) participants from the Northern Manhattan Study (NOMAS) enrolled between 2003 and 2009. A second replication sample consisted of patients admitted with acute stroke and enrolled into the Columbia Stroke Registry (CSR) between 2005 and 2020. Associations of hematocrit with (1) chronic, covert lacunar infarcts and (2) symptomatic (i.e., acute) lacunar strokes were separately assessed from the NOMAS and CSR cohorts, respectively, using general additive models after adjusting for relevant covariates. RESULTS Of 1,218 NOMAS participants analyzed, 6% had chronic, covert lacunar infarcts. The association between hematocrit and these covert lacunar infarcts was U-shaped (χ2 = 9.21 for nonlinear associations; p = 0.03), with people with hematocrit extremes being more likely to have covert lacunar infarcts. Of the 1,489 CSR patients analyzed, 23% had acute lacunar strokes. In this sample, only the relationships of increased hematocrit concentrations and lacunar strokes were replicated (adjusted coefficient β = 0.020; SE = 0.009; p = 0.03). DISCUSSION We identified relationships of hematocrit with MRI lacunar infarcts in both stroke-free and ischemic stroke cohorts, respectively. The relationship between increased hematocrit concentrations with lacunar infarcts was replicated in both cohorts. Further studies are required to clarify the mechanisms behind the relationships of hematocrit with ischemic cerebral small vessel disease.
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Affiliation(s)
- David J Roh
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Ricardo Murguia-Fuentes
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Kursat Gurel
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Farid Khasiyev
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Salwa Rahman
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Pedro Paiva Bueno
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Khrystyna Kozii
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Antonio J Spagnolo-Allende
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Azzurra Cottarelli
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Marialaura Simonetto
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Robin Ji
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Jia Guo
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Vadim Spektor
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Eldad A Hod
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Devin J Burke
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Elisa Konofagou
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Tatjana Rundek
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Clinton B Wright
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Randolph S Marshall
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Mitchell S V Elkind
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
| | - Jose Gutierrez
- From the Departments of Neurology (D.J.R., K.G., S.R., P.P.B., K.K., A.J.S.-A., D.J.B., R.S.M., J. Gutierrez), Pathology and Cell Biology (A.C., E.A.H.), Biomedical Engineering (R.J., E.K.), Psychiatry (J. Guo), and Department of Radiology (V.S.), Vagelos College of Physicians and Surgeons, Columbia University, New York, NY; Department of Neurology (R.M.-F.), Louisiana State University Health Shreveport; Department of Neurology (F.K.), St. Louis University, MO; Department of Neurology (M.S.), Weill Cornell Medical Center, New York, NY; Department of Neurology (T.R.), University of Miami/Jackson Memorial Hospital, FL; National Institute of Neurological Disorders and Stroke (C.B.W.),, Bethesda, MD; and Department of Epidemiology (M.S.V.E.), Mailman School of Public Health, Columbia University, New York, NY
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Liu L, Dong X, Liu Y, Wang S, Wei L, Duan L, Zhang Q, Zhang K. Predictive value of white blood cell to hemoglobin ratio for 30-day mortality in patients with severe intracerebral hemorrhage. Front Neurol 2024; 14:1222717. [PMID: 38283683 PMCID: PMC10811233 DOI: 10.3389/fneur.2023.1222717] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Accepted: 08/10/2023] [Indexed: 01/30/2024] Open
Abstract
Aim To explore the predictive value of white blood cell to hemoglobin ratio (WHR) for 30-day mortality in patients with intracerebral hemorrhage (ICH). Methods In this cohort study, 2,848 patients with ICH were identified in the Medical Information Mart for Intensive Care (MIMIC)-III and MIMIC-IV. Least absolute shrinkage and selection operator (LASSO) regression screened covariates of 30-day mortality of ICH patients. COX regression analysis was used to study the association of different levels of WHR, white blood cell (WBC), and hemoglobin (Hb) with 30-day mortality. The median follow-up time was 30 (20.28, 30.00) days. Results In total, 2,068 participants survived at the end of the follow-up. WHR was negatively correlated with the Glasgow Coma Score (GCS) (spearman correlation coefficient = -0.143, p < 0.001), and positively associated with the Sepsis-related Organ Failure Assessment (SOFA) score (spearman correlation coefficient = 0.156, p < 0.001), quick SOFA (qSOFA) score (spearman correlation coefficient = 0.156, p < 0.001), and Simplified Acute Physiology Score II (SAPS-II) (spearman correlation coefficient = 0.213, p < 0.001). After adjusting for confounders, WHR >0.833 (HR = 1.64, 95%CI: 1.39-1.92) and WBC >10.9 K/uL (HR = 1.49, 95%CI: 1.28-1.73) were associated with increased risk of 30-day mortality of patients with ICH. The area under the curve (AUC) value of the prediction model based on WHR and other predictors was 0.78 (95%CI: 0.77-0.79), which was higher than SAPSII (AUC = 0.75, 95%CI: 0.74-0.76), SOFA score (AUC = 0.69, 95%CI: 0.68-0.70) and GCS (AUC = 0.59, 95%CI: 0.57-0.60). Conclusion The level of WHR was associated with 30-day mortality in patients with severe ICH, and the WHR-based prediction model might provide a tool to quickly predict 30-day mortality in patients with ICH.
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Affiliation(s)
| | | | | | | | | | | | | | - Kun Zhang
- Department of Neurosurgery, Chui Yang Liu Hospital Affiliated to Tsinghua University, Beijing, China
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Avramidou D, Goulimari R, Stergiou A, Papadopoulos V. The day after intracerebral hemorrhage: platelet mass index as predictor of survival—a retrospective cohort study. THE EGYPTIAN JOURNAL OF NEUROLOGY, PSYCHIATRY AND NEUROSURGERY 2023; 59:160. [DOI: 10.1186/s41983-023-00761-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Accepted: 11/18/2023] [Indexed: 09/09/2024] Open
Abstract
Abstract
Background
Platelets are implicated in the pathophysiology of intracerebral hemorrhage (ICH). Platelet count (PLT) is affected by platelet loss, while mean platelet volume (MPV) by platelet replenishment. Whether platelet mass index (PMI), the product of PLT and MPV, might predict survival after ICH, remains unknown.
Methods
All first-ever ICH patients, admitted to Xanthi General Hospital between January 2018 and May 2020 and met eligibility criteria, were enrolled in this retrospective cohort study. Demographics, medical record, first-symptom-to-admission time, vital signs, modified Rankin Scale, ICH score, arterial blood gas test, complete blood count, blood biochemistry, and CT scan test were collected for each patient. PMI values on day 1 (admission; PMI1), day 2 (PMI2), and day 7 (PMI7), along with PLT, MPV, platelet distribution width (PDW), and platelet large cell ratio (P-LCR), were evaluated as potential predictors of 12-month survival using Repeated Measures General Linear Model. Binary discretization of predictors was based on optimal scaling and evaluated using binary regression.
Results
From 59 patients enrolled (aged 75.7 ± 12.0 years; 31 females), 29 were still alive 12 months after ICH. Age, arterial hypertension, diabetes mellitus, hemoglobin level (Hb), and oxygen saturation (O2Sat) were correlated with 12-month survival. After adjustment for these parameters, PMI1 and PMI2 were independently correlated with 12-month survival (P = 0.048 and P = 0.004, respectively), while PMI7 was not (P = 0.332). PMI2 ≥ 2,400 fL/μL was best to discriminate survivors from non-survivors (age, arterial hypertension, diabetes mellitus, Hb, and O2Sat adjusted OR 0.123 with 95% CI: 0.023–0.694; P = 0.018).
Conclusions
PMI within the first day after admission for ICH might be used as early predictors of survival. Properly designed prospective studies are needed to further evaluate their contribution as such.
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12
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Lin Y, Liu Y, Liu L, Zhang L, Lin Y, Yu J, Yang J. Platelet transfusion for spontaneous intracerebral hemorrhage with prior antiplatelet: A systematic review and meta-analysis. Medicine (Baltimore) 2023; 102:e36072. [PMID: 37986382 PMCID: PMC10659700 DOI: 10.1097/md.0000000000036072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Revised: 10/19/2023] [Accepted: 10/20/2023] [Indexed: 11/22/2023] Open
Abstract
BACKGROUND Recent studies have highlighted the unfavorable prognosis of patients with spontaneous intracerebral hemorrhage (ICH) who have received prior antiplatelet therapy (PAP). Platelet infusion therapy (PIT) is commonly administered to such patients at many medical institutions, but its efficacy remains a subject of debate. METHODS To address this uncertainty, we conducted a comprehensive search of PubMed, EMBASE, and Cochrane Library databases for eligible studies published before June 30, 2023. Our primary outcomes of interest were favorable functional outcome and mortality, while secondary outcomes included the incidence of hematoma expansion and adverse events associated with PIT. Meta-analysis was performed using Review Manager 5.3. RESULTS Our analysis included 1 randomized controlled trial (RCT) and 6 retrospective studies, involving a total of 577 patients. Pooled analysis revealed that PIT did not contribute to a better favorable functional outcome at the 3-month follow-up (OR = 0.49, 95% CI 0.27-0.89) among ICH patients with PAP. Furthermore, PIT did not significantly reduce the risk of mortality (OR = 0.79, 95% CI 0.40-1.55) or hematoma expansion (OR = 1.15, 95% CI 0.65-2.01). Notably, no significant differences in serious adverse events were observed between patients who underwent PIT and those who did not. CONCLUSIONS Based on the available evidence, there is no indication that PIT can enhance the prognosis of spontaneous ICH patients with prior antiplatelet therapy, although this treatment approach appears to be safe. Therefore, routine recommendation of PIT for ICH patients with prior antiplatelet therapy is not warranted.
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Affiliation(s)
- Yan Lin
- Department of Neurology, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, China
| | - Yong Liu
- Department of Neurology, The First Affiliated Hospital of Chengdu Medical College, Chengdu, China
| | - Lei Liu
- Department of Neurology, The First Affiliated Hospital of Chengdu Medical College, Chengdu, China
| | - Lili Zhang
- Department of Neurology, The First Affiliated Hospital of Chengdu Medical College, Chengdu, China
| | - Yapeng Lin
- Department of Neurology, The First Affiliated Hospital of Chengdu Medical College, Chengdu, China
| | - Jianping Yu
- Department of Neurology, The First Affiliated Hospital of Chengdu Medical College, Chengdu, China
| | - Jie Yang
- Department of Neurology, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, China
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Tian Y, Zhang Y, He J, Hao P, Li T, Xiao Y, Peng L, Feng Y, Cheng X, Deng H, Wang P, Chong W, Hai Y, Chen L, You C, Fang F. Association of anemia with mortality in young adult patients with intracerebral hemorrhage. Sci Rep 2023; 13:19711. [PMID: 37953289 PMCID: PMC10641070 DOI: 10.1038/s41598-023-46941-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Accepted: 11/07/2023] [Indexed: 11/14/2023] Open
Abstract
This study aimed to examine the association of hemoglobin concentration with a 90-day mortality of young adult patients with ICH in a large retrospective cohort. A retrospective observational study was conducted between December 2013 and June 2019 in two tertiary academic medical centers in China. We defined patients with hemoglobin concentration < 80 g/L as severe anemia and 80-120/130 g/L as mild to moderate anemia. We also defined patients with hemoglobin concentration > 160 g/L as high hemoglobin. Associations of hemoglobin and outcomes were evaluated in multivariable regression analyses. The primary outcome was mortality at 90 days. We identified 4098 patients with ICH who met the inclusion criteria. After adjusting primary confounding variables, the 90-day mortality rate was significantly higher in young patients with severe anemia (OR, 39.65; 95% CI 15.42-101.97), moderate anemia (OR, 2.49; 95% CI 1.24-5.00), mild anemia (OR, 1.89; 95% CI 1.20-2.98), and high hemoglobin (OR, 2.03; 95% CI 1.26-3.26) group than in young patients of the normal group. The younger age was associated with a higher risk of death from anemia in patients with ICH (P for interaction = 0.01). In young adult patients with ICH, hemoglobin concentration was associated with 90-day mortality, and even mild to moderate anemia correlated with higher mortality. We also found that in ICH patients with anemia, younger age was associated with higher risk.
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Affiliation(s)
- Yixin Tian
- West China Hospital, Sichuan University, No. 37, Guo Xue Xiang, Chengdu, 610041, Sichuan, China
| | - Yu Zhang
- Affiliated Hospital of Chengdu University, Chengdu, Sichuan, China
| | - Jialing He
- West China Hospital, Sichuan University, No. 37, Guo Xue Xiang, Chengdu, 610041, Sichuan, China
- The Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Pengfei Hao
- Shanxi Provincial People's Hospital, Taiyuan, Shanxi, China
| | - Tiangui Li
- West China Hospital, Sichuan University, No. 37, Guo Xue Xiang, Chengdu, 610041, Sichuan, China
- The First People's Hospital of Longquanyi District, Chengdu, Sichuan, China
| | - Yangchun Xiao
- Affiliated Hospital of Chengdu University, Chengdu, Sichuan, China
| | - Liyuan Peng
- Affiliated Hospital of Chengdu University, Chengdu, Sichuan, China
| | - Yuning Feng
- Affiliated Hospital of Chengdu University, Chengdu, Sichuan, China
| | - Xin Cheng
- West China Hospital, Sichuan University, No. 37, Guo Xue Xiang, Chengdu, 610041, Sichuan, China
| | - Haidong Deng
- Affiliated Hospital of Chengdu University, Chengdu, Sichuan, China
| | - Peng Wang
- West China Hospital, Sichuan University, No. 37, Guo Xue Xiang, Chengdu, 610041, Sichuan, China
| | - Weelic Chong
- Thomas Jefferson University, Philadelphia, PA, USA
| | - Yang Hai
- Thomas Jefferson University, Philadelphia, PA, USA
| | - Lvlin Chen
- Affiliated Hospital of Chengdu University, Chengdu, Sichuan, China
| | - Chao You
- West China Hospital, Sichuan University, No. 37, Guo Xue Xiang, Chengdu, 610041, Sichuan, China
| | - Fang Fang
- West China Hospital, Sichuan University, No. 37, Guo Xue Xiang, Chengdu, 610041, Sichuan, China.
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Stretz C, Mahta A, Witsch J, Burton T, Yaghi S, Furie KL, Reznik ME. A reassessment of hemoglobin and hematoma expansion in intracerebral hemorrhage. J Stroke Cerebrovasc Dis 2023; 32:107339. [PMID: 37683527 DOI: 10.1016/j.jstrokecerebrovasdis.2023.107339] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2023] [Revised: 08/14/2023] [Accepted: 08/31/2023] [Indexed: 09/10/2023] Open
Abstract
BACKGROUND In patients with spontaneous intracerebral hemorrhage (ICH), prior studies identified an increased risk of hematoma expansion (HE) in those with lower admission hemoglobin (Hgb) levels. We aimed to reproduce these findings in an independent cohort. METHODS We conducted a cohort study of patients admitted to a Comprehensive Stroke Center for acute ICH within 24 hours of onset. Admission laboratory and CT imaging data on ICH characteristics including HE (defined as >33% or >6 mL), and 3-month outcomes were collected. We compared laboratory data between patients with and without HE and used multivariable logistic regression to determine associations between Hgb, HE, and unfavorable 3-month outcomes (modified Rankin Scale 4-6) while adjusting for confounders including anticoagulant use, and laboratory markers of coagulopathy. RESULTS Among 345 patients in our cohort (mean [SD] age 72.9 [13.7], 49% male), 71 (21%) had HE. Patients with HE had similar Hgb versus those without HE (mean [SD] 13.1 [1.8] g/dl vs. 13.1 [1.9] g/dl, p=0.92). In fully adjusted multivariable models, Hgb was not associated with HE (OR per 1g/dl 1.01, 95% CI 0.86 -1.17, p = 0.94), however higher admission Hgb levels were associated with lower odds of unfavorable 3-month outcome (OR 0.83 per 1 g/dl Hgb, 95% CI 0.72-0.96, p=0.01). CONCLUSION We did not confirm a previously reported association between admission Hgb and HE in patients with ICH, although Hgb and HE were both associated with poor outcome. These findings suggest that the association between Hgb and poor outcome is mediated by other factors.
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Affiliation(s)
- Christoph Stretz
- Department of Neurology, The Warren Alpert Medical School of Brown University, Providence, RI.
| | - Ali Mahta
- Department of Neurology, The Warren Alpert Medical School of Brown University, Providence, RI; Department of Neurosurgery, The Warren Alpert Medical School of Brown University, Providence, RI
| | - Jens Witsch
- Department of Neurology, University of Pennsylvania School of Medicine, Philadelphia, PA
| | - Tina Burton
- Department of Neurology, The Warren Alpert Medical School of Brown University, Providence, RI
| | - Shadi Yaghi
- Department of Neurology, The Warren Alpert Medical School of Brown University, Providence, RI
| | - Karen L Furie
- Department of Neurology, The Warren Alpert Medical School of Brown University, Providence, RI
| | - Michael E Reznik
- Department of Neurology, The Warren Alpert Medical School of Brown University, Providence, RI; Department of Neurosurgery, The Warren Alpert Medical School of Brown University, Providence, RI
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15
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Albakr A, Almatar A, AlFajri A, Zafar A, Nazish S, Shahid R, AlJaafari D, Soltan N, Alarfaj Z, Al Ghamdi O, Alfilw S, Abdelhady A, Albaker W. Important Factors to Expect the Outcome After Intracerebral Hemorrhage: An Observational Study From a University Hospital in Saudi Arabia. Neurologist 2023; 28:310-315. [PMID: 37027177 DOI: 10.1097/nrl.0000000000000491] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/08/2023]
Abstract
BACKGROUND Intracerebral hemorrhage (ICH) has worse clinical outcomes than other stroke types. The risk factors contributing to ICH outcomes are not entirely understood, and published literature from Saudi Arabia on ICH outcomes is limited. Our goal was to study the specific clinical and imaging determinants of ICH outcomes. METHODS We retrospectively retrieved all patients with spontaneous ICH (SICH) from a prospective King Fahd Hospital University registry between 2017 and 2019. The clinical characteristics of ICH events and data on clinical outcomes (6 to 12 mo) were recorded. Groups of patients with a favorable modified Rankin Scale of 0 to 2 and nonfavorable outcomes of a modified Rankin Scale of 3 to 6 were investigated. The relationship between the clinical characteristics of the SICH event and its outcomes was assessed using linear and logistic regression analyses. RESULTS A total of 148 patients with a mean age of 60.3 years (±15.2) and a median follow-up of 9 months were included. Unfavorable outcomes were reported in 98 patients (66.2%). The ICH event variables associated with unfavorable outcomes were impaired renal function, Glasgow Coma Score <8, hematoma volume, hematoma expansion, and intraventricular extension (IVE). CONCLUSIONS Our study demonstrated important clinical and radiologic features in patients with ICH that may affect their clinical long-term functional outcomes. A larger multicenter study is required to validate our results and evaluate the methods to improve health care in patients with SICH.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - Suad Alfilw
- Department of Neurology, College of Nursing, Imam Abdulrahman Bin Faisal University, Dammam, Eastern Province, Saudi Arabia
| | - Ahmed Abdelhady
- Department of critical care, College of Medicine, Alexandria University, Egypt
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16
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Bender M, Utermarck J, Uhl E, Stein M. Serum biomarkers for risk assessment of intrahospital transports in neurosurgical intensive care unit patients. J Neurosurg Sci 2023; 67:512-522. [PMID: 34342199 DOI: 10.23736/s0390-5616.21.05409-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
BACKGROUND Intrahospital transport (IHT) of Neurosurgical Intensive Care Unit (NICU) patients for cranial computed tomography (CCT) scans is associated with a high rate of complications. The potential of serum biomarkers to estimate the risk for complications associated with IHT and improve their safety remains underexplored. The present study investigated the influence of several serum biomarkers on IHT-associated complications in brain-injured NICU patients. METHODS A total of 523 IHTs in 223 NICU patients were prospectively analyzed (05/2019-05/2020). Hemoglobin, hematocrit, serum sodium, and albumin levels were evaluated as serum biomarkers. Each patient's demographic data, CCT scan, NICU parameters and modified Rankin Scale at discharge as well as indications, consequences, and complications of IHTs were analyzed. RESULTS In 58.7% of all IHTs, at least one IHT-associated complication was observed with 60.1% of all IHTs having no therapeutic consequence. Significantly lower rates of increased intracranial pressure (ICP; P<0.0001), decreased cerebral perfusion pressure (CPP; P=0.03) as well as hemodynamic (P<0.0001) and pulmonary events (P=0.01) were observed in patients with higher hemoglobin levels prior to IHT. Additionally, higher hematocrit levels before IHT were associated with a fewer rate of hemodynamic (P<0.0001), pulmonary (P=0.006), ICP (P<0.0001), and CPP (P=0.01) events. CONCLUSIONS Higher levels of hemoglobin and hematocrit are associated with less complications with respect to ICP, CPP, hemodynamic and pulmonary events during IHT in NICU patients. Therefore, these biomarkers may be helpful for risk assessment of potential complications prior to IHT.
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Affiliation(s)
- Michel Bender
- Department of Neurosurgery, Justus-Liebig-University Giessen, Giessen, Germany -
| | - Jessica Utermarck
- Department of Neurosurgery, Justus-Liebig-University Giessen, Giessen, Germany
| | - Eberhard Uhl
- Department of Neurosurgery, Justus-Liebig-University Giessen, Giessen, Germany
| | - Marco Stein
- Department of Neurosurgery, Justus-Liebig-University Giessen, Giessen, Germany
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17
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Carvalho Poyraz F, Boehme A, Cottarelli A, Eisler L, Elkind MSV, Ghoshal S, Agarwal S, Park S, Claassen J, Connolly ES, Hod EA, Roh DJ. Red Blood Cell Transfusions Are Not Associated With Incident Complications or Poor Outcomes in Patients With Intracerebral Hemorrhage. J Am Heart Assoc 2023; 12:e028816. [PMID: 37232240 PMCID: PMC10381991 DOI: 10.1161/jaha.122.028816] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Accepted: 03/14/2023] [Indexed: 05/27/2023]
Abstract
Background Anemia is associated with poor intracerebral hemorrhage (ICH) outcomes, yet the relationship of red blood cell (RBC) transfusions to ICH complications and functional outcomes remains unclear. We investigated the impact of RBC transfusion on hospital thromboembolic and infectious complications and outcomes in patients with ICH. Methods and Results Consecutive patients with spontaneous ICH enrolled in a single-center, prospective cohort study from 2009 to 2018 were assessed. Primary analyses assessed relationships of RBC transfusions on incident thromboembolic and infectious complications occurring after the transfusion. Secondary analyses assessed relationships of RBC transfusions with mortality and poor discharge modified Rankin Scale score 4 to 6. Multivariable logistic regression models adjusted for baseline demographics and medical disease severity (Acute Physiology and Chronic Health Evaluation II), and ICH severity (ICH score).Of 587 patients with ICH analyzed, 88 (15%) received at least one RBC transfusion. Patients receiving RBC transfusions had worse medical and ICH severity. Though patients receiving RBC transfusions had more complications at any point during the hospitalization (64.8% versus 35.9%), we found no association between RBC transfusion and incident complications in our regression models (adjusted odds ratio [aOR], 0.71 [95% CI, 0.42-1.20]). After adjusting for disease severity and other relevant covariates, we found no significant association between RBC transfusion and mortality (aOR, 0.87 [95% CI, 0.45-1.66]) or poor discharge modified Rankin Scale score (aOR, 2.45 [95% CI, 0.80-7.61]). Conclusions In our cohort with ICH, RBC transfusions were expectedly given to patients with higher medical and ICH severity. Taking disease severity and timing of transfusions into account, RBC transfusion was not associated with incident hospital complications or poor clinical ICH outcomes.
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Affiliation(s)
- Fernanda Carvalho Poyraz
- Department of Neurology, Vagelos College of Physicians and SurgeonsColumbia UniversityNew YorkNYUSA
| | - Amelia Boehme
- Department of Neurology, Vagelos College of Physicians and SurgeonsColumbia UniversityNew YorkNYUSA
- Department of Epidemiology, Mailman School of Public HealthColumbia UniversityNew YorkNYUSA
| | - Azzurra Cottarelli
- Department of Pathology and Cell Biology, Vagelos College of Physicians and SurgeonsColumbia UniversityNew YorkNYUSA
| | - Lisa Eisler
- Department of Anesthesiology, Vagelos College of Physicians and SurgeonsColumbia UniversityNew YorkNYUSA
| | - Mitchell S. V. Elkind
- Department of Neurology, Vagelos College of Physicians and SurgeonsColumbia UniversityNew YorkNYUSA
- Department of Epidemiology, Mailman School of Public HealthColumbia UniversityNew YorkNYUSA
| | - Shivani Ghoshal
- Department of Neurology, Vagelos College of Physicians and SurgeonsColumbia UniversityNew YorkNYUSA
| | - Sachin Agarwal
- Department of Neurology, Vagelos College of Physicians and SurgeonsColumbia UniversityNew YorkNYUSA
| | - Soojin Park
- Department of Neurology, Vagelos College of Physicians and SurgeonsColumbia UniversityNew YorkNYUSA
| | - Jan Claassen
- Department of Neurology, Vagelos College of Physicians and SurgeonsColumbia UniversityNew YorkNYUSA
| | - E. Sander Connolly
- Department of Neurological Surgery, Vagelos College of Physicians and SurgeonsColumbia UniversityNew YorkNYUSA
| | - Eldad A. Hod
- Department of Pathology and Cell Biology, Vagelos College of Physicians and SurgeonsColumbia UniversityNew YorkNYUSA
| | - David J. Roh
- Department of Neurology, Vagelos College of Physicians and SurgeonsColumbia UniversityNew YorkNYUSA
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18
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Li F, Chen A, Li Z, Gu L, Pan Q, Wang P, Fan Y, Feng J. Machine learning-based prediction of cerebral hemorrhage in patients with hemodialysis: A multicenter, retrospective study. Front Neurol 2023; 14:1139096. [PMID: 37077571 PMCID: PMC10109449 DOI: 10.3389/fneur.2023.1139096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Accepted: 03/08/2023] [Indexed: 04/05/2023] Open
Abstract
BackgroundIntracerebral hemorrhage (ICH) is one of the most serious complications in patients with chronic kidney disease undergoing long-term hemodialysis. It has high mortality and disability rates and imposes a serious economic burden on the patient's family and society. An early prediction of ICH is essential for timely intervention and improving prognosis. This study aims to build an interpretable machine learning-based model to predict the risk of ICH in patients undergoing hemodialysis.MethodsThe clinical data of 393 patients with end-stage kidney disease undergoing hemodialysis at three different centers between August 2014 and August 2022 were retrospectively analyzed. A total of 70% of the samples were randomly selected as the training set, and the remaining 30% were used as the validation set. Five machine learning (ML) algorithms, namely, support vector machine (SVM), extreme gradient boosting (XGB), complement Naïve Bayes (CNB), K-nearest neighbor (KNN), and logistic regression (LR), were used to develop a model to predict the risk of ICH in patients with uremia undergoing long-term hemodialysis. In addition, the area under the curve (AUC) values were evaluated to compare the performance of each algorithmic model. Global and individual interpretive analyses of the model were performed using importance ranking and Shapley additive explanations (SHAP) in the training set.ResultsA total of 73 patients undergoing hemodialysis developed spontaneous ICH among the 393 patients included in the study. The AUC of SVM, CNB, KNN, LR, and XGB models in the validation dataset were 0.725 (95% CI: 0.610 ~ 0.841), 0.797 (95% CI: 0.690 ~ 0.905), 0.675 (95% CI: 0.560 ~ 0.789), 0.922 (95% CI: 0.862 ~ 0.981), and 0.979 (95% CI: 0.953 ~ 1.000), respectively. Therefore, the XGBoost model had the best performance among the five algorithms. SHAP analysis revealed that the levels of LDL, HDL, CRP, and HGB and pre-hemodialysis blood pressure were the most important factors.ConclusionThe XGB model developed in this study can efficiently predict the risk of a cerebral hemorrhage in patients with uremia undergoing long-term hemodialysis and can help clinicians to make more individualized and rational clinical decisions. ICH events in patients undergoing maintenance hemodialysis (MHD) are associated with serum LDL, HDL, CRP, HGB, and pre-hemodialysis SBP levels.
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Affiliation(s)
- Fengda Li
- Department of Neurosurgery, Changshu Hospital Affiliated to Soochow University, Changshu, China
| | - Anmin Chen
- Department of Nephrology, The First People's Hospital of Jintan, Changzhou, China
| | - Zeyi Li
- School of Computer Science, Nanjing University of Posts and Telecommunications, Nanjing, China
| | - Longyuan Gu
- Department of Neurosurgery, Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
| | - Qiyang Pan
- Faculty of Informatics, Università della Svizzera italiana, Lugano, Ticino, Switzerland
| | - Pan Wang
- School of Computer Science, Nanjing University of Posts and Telecommunications, Nanjing, China
| | - Yuechao Fan
- Department of Neurosurgery, Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
- *Correspondence: Yuechao Fan
| | - Jinhong Feng
- Department of Nephrology, Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
- Jinhong Feng
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Roh DJ, Boehme A, Mamoon R, Hooper D, Cottarelli A, Ji R, Mao E, Kumar A, Carvalho Poyraz F, Demel SL, Spektor V, Carmona J, Hod EA, Ironside N, Gutierrez J, Guo J, Konofagou E, Elkind MSV, Woo D. Relationships of Hemoglobin Concentration, Ischemic Lesions, and Clinical Outcomes in Patients With Intracerebral Hemorrhage. Stroke 2023; 54:1021-1029. [PMID: 36779340 PMCID: PMC10050127 DOI: 10.1161/strokeaha.122.041410] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Accepted: 01/12/2023] [Indexed: 02/14/2023]
Abstract
BACKGROUND Hemoglobin concentration and diffusion-weighted imaging (DWI) ischemic lesions are separately known to be associated with poor intracerebral hemorrhage (ICH) outcomes. While hemoglobin concentrations have known relationships with ischemic stroke, it is unclear whether hemoglobin concentration is associated with DWI ischemic lesions after ICH. We sought to investigate the hypothesis that hemoglobin concentrations would associate with DWI lesions after ICH and further investigated their relationships with clinical outcomes. METHODS Supratentorial ICH patients enrolled between 2010 and 2016 to a prospective, multicenter, observational cohort study (ERICH study [Ethnic/Racial Variations of Intracerebral Hemorrhage]) were assessed. Patients from this study with baseline, admission hemoglobin, and hospitalization magnetic resonance imaging were analyzed. Hemoglobin was examined as the primary exposure variable defined as a continuous variable (g/dL). Magnetic resonance imaging DWI ischemic lesion presence was assessed as the primary radiographic outcome. Primary analyses assessed relationships of hemoglobin with DWI lesions. Secondary analyses assessed relationships of DWI lesions with poor 3-month outcomes (modified Rankin Scale score, 4-6). These analyses were performed using separate multivariable logistic regression models adjusting for relevant covariates. RESULTS Of 917 patients with ICH analyzed, mean baseline hemoglobin was 13.8 g/dL (±1.9), 60% were deep ICH, and DWI lesions were identified in 27% of the cohort. In our primary analyses, increased hemoglobin, defined as a continuous variable, was associated with DWI lesions (adjusted odds ratio, 1.21 per 1 g/dL change in hemoglobin [95% CI, 1.07-1.37]) after adjusting for sex, race, ICH severity, time to magnetic resonance imaging, and acute blood pressure change. In secondary analyses, DWI lesions were associated with poor 3-month outcomes (adjusted odds ratio, 1.83 [95% CI, 1.24-2.69]) after adjusting for similar covariates. CONCLUSIONS We identified novel relationships between higher baseline hemoglobin concentrations and DWI ischemic lesions in patients with ICH. Further studies are required to clarify the role of hemoglobin concentration on both cerebral small vessel disease pathophysiology and ICH outcomes.
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Affiliation(s)
- David J Roh
- Department of Neurology, Vagelos College of Physicians and Surgeons (D.J.R., A.B., E.M., A.K., F.C.P., J.C., J. Gutierrez, M.S.V.E.), Columbia University, New York, NY
| | - Amelia Boehme
- Department of Neurology, Vagelos College of Physicians and Surgeons (D.J.R., A.B., E.M., A.K., F.C.P., J.C., J. Gutierrez, M.S.V.E.), Columbia University, New York, NY
- Department of Epidemiology, Mailman School of Public Health (A.B., R.M., M.S.V.E.), Columbia University, New York, NY
| | - Rayan Mamoon
- Department of Epidemiology, Mailman School of Public Health (A.B., R.M., M.S.V.E.), Columbia University, New York, NY
| | - Destiny Hooper
- Department of Neurology, University of Cincinnati, OH (D.H., S.L.D., D.W.)
| | - Azzurra Cottarelli
- Department of Pathology and Cell Biology, Vagelos College of Physicians and Surgeons (A.C., E.A.H.), Columbia University, New York, NY
| | - Robin Ji
- Department of Biomedical Engineering (R.J., E.K.), Columbia University, New York, NY
| | - Eric Mao
- Department of Neurology, Vagelos College of Physicians and Surgeons (D.J.R., A.B., E.M., A.K., F.C.P., J.C., J. Gutierrez, M.S.V.E.), Columbia University, New York, NY
| | - Aditya Kumar
- Department of Neurology, Vagelos College of Physicians and Surgeons (D.J.R., A.B., E.M., A.K., F.C.P., J.C., J. Gutierrez, M.S.V.E.), Columbia University, New York, NY
| | - Fernanda Carvalho Poyraz
- Department of Neurology, Vagelos College of Physicians and Surgeons (D.J.R., A.B., E.M., A.K., F.C.P., J.C., J. Gutierrez, M.S.V.E.), Columbia University, New York, NY
| | - Stacie L Demel
- Department of Neurology, University of Cincinnati, OH (D.H., S.L.D., D.W.)
| | - Vadim Spektor
- Department of Radiology, Vagelos College of Physicians and Surgeons (V.S.), Columbia University, New York, NY
| | - Jerina Carmona
- Department of Neurology, Vagelos College of Physicians and Surgeons (D.J.R., A.B., E.M., A.K., F.C.P., J.C., J. Gutierrez, M.S.V.E.), Columbia University, New York, NY
| | - Eldad A Hod
- Department of Pathology and Cell Biology, Vagelos College of Physicians and Surgeons (A.C., E.A.H.), Columbia University, New York, NY
| | - Natasha Ironside
- Department of Neurological Surgery, University of Virginia, Charlottesville (N.I.)
| | - Jose Gutierrez
- Department of Neurology, Vagelos College of Physicians and Surgeons (D.J.R., A.B., E.M., A.K., F.C.P., J.C., J. Gutierrez, M.S.V.E.), Columbia University, New York, NY
| | - Jia Guo
- Department of Psychiatry (J. Guo), Columbia University, New York, NY
- Mortimer B. Zuckerman Mind Brain Behavior Institute (J. Guo), Columbia University, New York, NY
| | - Elisa Konofagou
- Department of Biomedical Engineering (R.J., E.K.), Columbia University, New York, NY
| | - Mitchell S V Elkind
- Department of Neurology, Vagelos College of Physicians and Surgeons (D.J.R., A.B., E.M., A.K., F.C.P., J.C., J. Gutierrez, M.S.V.E.), Columbia University, New York, NY
- Department of Epidemiology, Mailman School of Public Health (A.B., R.M., M.S.V.E.), Columbia University, New York, NY
| | - Daniel Woo
- Department of Neurology, University of Cincinnati, OH (D.H., S.L.D., D.W.)
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Qiu S, Liao J, Luo X, Chen X. Prognostic Value of the Neutrophil-to-Lymphocyte Ratio in Older Patients with Acute Ischemic Stroke. J NIPPON MED SCH 2023; 90:58-63. [PMID: 36908129 DOI: 10.1272/jnms.jnms.2023_90-110] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/13/2023]
Abstract
BACKGROUND The prognostic value of the neutrophil-to-lymphocyte ratio (NLR), an inflammatory indicator, for 90-day outcomes has not been determined for patients with acute ischemic stroke aged ≥ 80 years. Therefore, this study examined the predictive significance of the NLR for estimating the 90-day outcomes of older patients with acute ischemic stroke. METHODS Data from patients aged ≥ 80 years were recorded within 7 days of ischemic stroke onset during the period from January 2019 to June 2021. A Kaplan-Meier curve was drawn based on the incidence of adverse outcomes to compare the survival probability of each group at different time periods. Cox multivariate regression was used to explore adverse events affecting patient prognosis. RESULTS A total of 560 patients were initially recruited; of these, 476 were eligible for inclusion. The log-rank test showed that the survival rates of the groups differed. The 90-day survival rate was significantly lower in the group with the highest NLR than in the group with the lowest NLR. Multivariate Cox regression analysis showed that after adjusting for risk factors, a high NLR and a high National Institutes of Health Stroke Scale score were independent risk factors for 90-day mortality. According to the receiver operating characteristic analysis, the area under the curve for predicting mortality at 90 days was 0.74. CONCLUSION This study confirmed that a high NLR is an independent risk factor for acute ischemic stroke and has predictive value for 90-day prognosis in patients aged ≥ 80 years.
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Affiliation(s)
- Shuang Qiu
- Department of Neurology, Affiliated Hospital of Southwest Medical University
| | - Jie Liao
- Department of Neurology, Affiliated Hospital of Southwest Medical University
| | - Xin Luo
- Department of Neurology, Affiliated Hospital of Southwest Medical University
| | - Xiu Chen
- Department of Neurology, Affiliated Hospital of Southwest Medical University
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21
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Gu Y, Wang F, Gong L, Fang M, Liu X. A nomogram incorporating red blood cell indices to predict post-stroke cognitive impairment in the intracerebral hemorrhage population. Front Aging Neurosci 2022; 14:985386. [PMID: 36185478 PMCID: PMC9520004 DOI: 10.3389/fnagi.2022.985386] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2022] [Accepted: 08/26/2022] [Indexed: 11/13/2022] Open
Abstract
BackgroundPost-stroke cognitive impairment (PSCI) plagues 20–80% of stroke survivors worldwide. There is a lack of an easy and effective scoring tool to predict the risk of PSCI in intracerebral hemorrhage (ICH) patients. We aimed to develop a risk prediction model incorporating red blood cell (RBC) indices to identify ICH populations at risk of PSCI.MethodsPatients diagnosed with ICH at the stroke center were consecutively enrolled in the study as part of the development cohort from July 2017 to December 2018, and of the validation cohort from July 2019 to February 2020. Univariable and multivariable analyses were applied in the development cohort to screen the patients for PSCI risk factors. Then, a nomogram based on RBC indices and other risk factors was developed and validated to evaluate its performance in predicting PSCI occurrence.ResultsA total of 123 patients were enrolled in the development cohort, of which 69 (56.1%) were identified as PSCI, while 38 (63.3%) of 60 patients in the validation cohort were identified as PSCI. According to the multivariate analysis, seven independent risk factors, including three RBC indices (hemoglobin, mean corpuscular volume, RBC distribution width), as well as age, education level, hematoma volume, and dominant-hemisphere hemorrhage were incorporated into the model. The nomogram incorporating RBC indices displayed good discrimination and calibration. The area under the receiver operating characteristic curve was 0.940 for the development cohort and 0.914 for the validation cohort. Decision curve analysis and clinical impact curve showed that the nomogram was clinically useful.ConclusionRBC indices are independent and important predictors of PSCI. A nomogram incorporating RBC indices can be used as a reasonable and reliable graphic tool to help clinicians identify high cognition impairment-risk patients and adjust individualized therapy.
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Affiliation(s)
- Yongzhe Gu
- Department of Neurology, Shanghai Tenth People’s Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Fang Wang
- Department of Neurology, The Second People’s Hospital of Yibin, West China Yibin Hospital, Sichuan University, Yibin, China
| | - Li Gong
- Department of Neurology, Shanghai Tenth People’s Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Min Fang
- Department of Neurology, Shanghai Tenth People’s Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Xueyuan Liu
- Department of Neurology, Shanghai Tenth People’s Hospital, School of Medicine, Tongji University, Shanghai, China
- *Correspondence: Xueyuan Liu,
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22
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Zhang S, Shu Y, Chen Y, Liu X, Liu Y, Cheng Y, Wu B, Lei P, Liu M. Low hemoglobin is associated with worse outcomes via larger hematoma volume in intracerebral hemorrhage due to systemic disease. MedComm (Beijing) 2022; 3:e96. [PMID: 35281786 PMCID: PMC8906467 DOI: 10.1002/mco2.96] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Revised: 09/24/2021] [Accepted: 09/29/2021] [Indexed: 02/05/2023] Open
Abstract
Whether hemoglobin is associated with outcomes of a specific subtype of intracerebral hemorrhage (ICH) is unknown. A total of 4643 patients with ICH from a multicenter cohort were included in the analysis (64.0% male; mean age [SD], 58.3 [15.2] year), of whom 1319 (28.4%) had anemia on admission. The unsupervised consensus cluster method was employed to classify the patients into three clusters. The patients of cluster 3 were characterized by a high frequency of anemia (85.3%) and mainly composed of patients of systemic disease ICH subtype (SD-ICH; 90.0%) according to the SMASH-U etiologies. In SD-ICH, a strong interaction effect was observed between anemia and 3-month death (adjusted odds ratio [aOR] 4.33, 95% confidence interval [CI] 1.60-11.9, p = 0.004), and the hemoglobin levels were linearly associated with 3-month death (aOR 0.75, 95% CI 0.60-0.92; p = 0.009), which was partially mediated by larger baseline hematoma volume (p = 0.008). This study demonstrated a strong linear association between low hemoglobin levels and worse outcomes in SD-ICH, suggesting that hemoglobin-elevating therapy might be extensively needed in a specific subtype of ICH.
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Affiliation(s)
- Shuting Zhang
- Department of Neurology, West China HospitalSichuan UniversityChengduP. R. China
| | - Yang Shu
- State Key Laboratory of Biotherapy, West China HospitalSichuan UniversityChengduP. R. China
| | - Yunlong Chen
- West China School of MedicineSichuan UniversityChengduP. R. China
| | - Xiaoyang Liu
- West China School of MedicineSichuan UniversityChengduP. R. China
| | - Yu Liu
- State Key Laboratory of Biotherapy, West China HospitalSichuan UniversityChengduP. R. China
| | - Yajun Cheng
- Department of Neurology, West China HospitalSichuan UniversityChengduP. R. China
| | - Bo Wu
- Department of Neurology, West China HospitalSichuan UniversityChengduP. R. China
| | - Peng Lei
- Department of Neurology, West China HospitalSichuan UniversityChengduP. R. China
- State Key Laboratory of Biotherapy, West China HospitalSichuan UniversityChengduP. R. China
| | - Ming Liu
- Department of Neurology, West China HospitalSichuan UniversityChengduP. R. China
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23
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Mureșan EM, Golea A, Vesa Ș, Lenghel M, Csutak C, Perju‑Dumbravă L. Emergency department point‑of‑care biomarkers and day 90 functional outcome in spontaneous intracerebral hemorrhage: A single‑center pilot study. Exp Ther Med 2022; 23:200. [PMID: 35126703 PMCID: PMC8794556 DOI: 10.3892/etm.2022.11123] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Accepted: 12/01/2021] [Indexed: 11/06/2022] Open
Abstract
Spontaneous intracerebral hemorrhage (sICH) results in high morbidity and mortality rates, thus identifying strategies for timely prognosis and treatment is important. The present study aimed to analyze the relationship between emergency department point-of-care (POC) blood biomarkers and day 90 functional outcome (FO) in patients with acute (<8 h) sICH. On-site POC determinations, including complete blood count, glucose, cardiac troponin I, D-dimer and C-reactive protein, and derived inflammatory indexes were performed for a cohort of 35 patients. The primary endpoint was a favorable day 90 FO (modified Rankin Score ≤3). Secondary endpoints included early neurological worsening (ENW), day 7/discharge neurological impairment, day 90 independence assessment (Barthel Index <60), hematoma enlargement and perihematomal edema (PHE) growth. A favorable three-month FO was reported in 16 (46%) participants. Older age, previous history of ischemic stroke and initial imagistic parameters, including intraventricular hemorrhage, enlarged contralateral ventricle and cerebral atrophy, significantly predicted an unfavorable FO. The admission D-dimer similarly predicted day 90 FO and the independence status, along with ENW and a more severe day 7/discharge neurological status. The D-dimer also correlated with the initial neurological status and PHE. PHE growth correlated with granulocytes, systemic immune-inflammation index and glycemia. The results suggested that a lower admission D-dimer could indicate an improved day 90 FO of patients with sICH, while also anticipating the development of PHE growth and ENW.
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Affiliation(s)
- Eugenia-Maria Mureșan
- Department of Neurosciences, Faculty of Medicine, ‘Iuliu Hațieganu’ University of Medicine and Pharmacy, 400012 Cluj‑Napoca, Romania
| | - Adela Golea
- Department of Surgery, Emergency Medicine Discipline, ‘Iuliu Hațieganu’ University of Medicine and Pharmacy, 400006 Cluj‑Napoca, Romania
| | - Ștefan Vesa
- Department of Pharmacology, Toxicology and Clinical Pharmacology, Faculty of Medicine, ‘Iuliu Haţieganu’ University of Medicine and Pharmacy, 400349 Cluj‑Napoca, Romania
| | - Manuela Lenghel
- Department of Surgical Specialties, Radiology Discipline, ‘Iuliu Hațieganu’, University of Medicine and Pharmacy, 400162 Cluj‑Napoca, Romania
| | - Csaba Csutak
- Department of Surgical Specialties, Radiology Discipline, ‘Iuliu Hațieganu’, University of Medicine and Pharmacy, 400162 Cluj‑Napoca, Romania
| | - Lăcrămioara Perju‑Dumbravă
- Department of Neurosciences, Faculty of Medicine, ‘Iuliu Hațieganu’ University of Medicine and Pharmacy, 400012 Cluj‑Napoca, Romania
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24
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Zhang S, Shu Y, Li W, Wei C, Deng A, Cheng Y, Lei P, Liu M. High haemoglobin levels and mortality in males with intracerebral haemorrhage: a retrospective cohort study. BMJ Open 2022; 12:e048108. [PMID: 34983752 PMCID: PMC8728416 DOI: 10.1136/bmjopen-2020-048108] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
OBJECTIVES To examine the association between high haemoglobin levels and outcomes in intracerebral haemorrhage (ICH) in a multicentre cohort study. DESIGN Prospective multicentre cohort study. SETTINGS 21 tertiary hospitals across mainland China. PARTICIPANTS A total of 5318 consecutive in-hospital spontaneous ICH patients were recruited between January 2012 and June 2016. PRIMARY AND SECONDARY OUTCOME MEASURES Haemoglobin levels were measured on admission. Binary or ordinary logistic regression was used to evaluate the independent relationship of haemoglobin level with clinical outcomes at 3 months, measured as death or disability. Restricted cubic spline regression was fitted to examine the potential non-linear shape of the dose-response curve between the whole haemoglobin levels and 3-month poor outcomes. RESULTS A total of 5031 patients with ICH were analysed (64.3% male; mean age (SD), 57.8 (15.2) years). We found that the highest haemoglobin quintile was associated with poor outcomes 3 months in males (adjusted OR (aOR) 1.65, 95% CI 1.21 to 2.25) but not in females, which was also observed in the pooled analysis of three subcohorts in male patients (average aOR 1.70, 95% CI 1.23 to 2.33). The spline regression suggested a non-linear association between haemoglobin levels and outcomes and a linear relationship was observed between an elevated haemoglobin level and 3-month disability/death in males (haemoglobin level per 10 g/L: aOR 1.24, 95% CI 1.10 to 1.40, p<0.001), which was mediated by larger haematoma volume (effect size: 0.115, 95% CI 0.012 to 0.231). CONCLUSIONS This study found a sex-specific association between an elevated haemoglobin level and poor 3-month outcomes, which might be mediated by larger haematoma volume.
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Affiliation(s)
- Shuting Zhang
- Department of Neurology, Sichuan University West China Hospital, Chengdu, China
| | - Yang Shu
- State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China
| | - Wenjing Li
- Department of Neurology, West China College of Nursing, Sichuan University West China Hospital, Chengdu, Sichuan, China
| | - Chenchen Wei
- Department of Neurology, Sichuan University West China Hospital, Chengdu, China
| | - Aiping Deng
- West China College of Nursing, Sichuan University West China Hospital, Chengdu, Sichuan, China
| | - Yajun Cheng
- Department of Neurology, Sichuan University West China Hospital, Chengdu, China
| | - Peng Lei
- Department of Neurology, Sichuan University West China Hospital, Chengdu, China
- Department of Neurology, Sichuan University, Chengdu, China
| | - Ming Liu
- Department of Neurology, Sichuan University West China Hospital, Chengdu, China
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25
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Kumar S, Andoniadis M, Solhpour A, Asghar S, Fangman M, Ashouri R, Doré S. Contribution of Various Types of Transfusion to Acute and Delayed Intracerebral Hemorrhage Injury. Front Neurol 2021; 12:727569. [PMID: 34777198 PMCID: PMC8586553 DOI: 10.3389/fneur.2021.727569] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Accepted: 09/28/2021] [Indexed: 11/17/2022] Open
Abstract
Intracerebral hemorrhage (ICH) is the second most prevalent type of stroke, after ischemic stroke, and has exceptionally high morbidity and mortality rates. After spontaneous ICH, one primary goal is to restrict hematoma expansion, and the second is to limit brain edema and secondary injury. Various types of transfusion therapies have been studied as treatment options to alleviate the adverse effects of ICH etiopathology. The objective of this work is to review transfusions with platelets, fresh frozen plasma (FFP), prothrombin complex concentrate (PCC), and red blood cells (RBCs) in patients with ICH. Furthermore, tranexamic acid infusion studies have been included due to its connection to ICH and hematoma expansion. As stated, the first line of therapy is limiting bleeding in the brain and hematoma expansion. Platelet transfusion is used to promote recovery and mitigate brain damage, notably in patients with severe thrombocytopenia. Additionally, tranexamic acid infusion, FFP, and PCC transfusion have been shown to affect hematoma expansion rate and volume. Although there is limited available research, RBC transfusions have been shown to cause higher tissue oxygenation and lower mortality, notably after brain edema, increases in intracranial pressure, and hypoxia. However, these types of transfusion have varied results depending on the patient, hemostasis status/blood thinner, hemolysis, anemia, and complications, among other variables. Inconsistencies in published results on various transfusion therapies led us to review the data and discuss issues that need to be considered when establishing future guidelines for patients with ICH.
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Affiliation(s)
- Siddharth Kumar
- Department of Anesthesiology, University of Florida College of Medicine, Gainesville, FL, United States
| | - Matthew Andoniadis
- Department of Anesthesiology, University of Florida College of Medicine, Gainesville, FL, United States
| | - Ali Solhpour
- Department of Anesthesiology, University of Florida College of Medicine, Gainesville, FL, United States
| | - Salman Asghar
- Department of Anesthesiology, University of Florida College of Medicine, Gainesville, FL, United States
| | - Madison Fangman
- Department of Anesthesiology, University of Florida College of Medicine, Gainesville, FL, United States
| | - Rani Ashouri
- Department of Anesthesiology, University of Florida College of Medicine, Gainesville, FL, United States
| | - Sylvain Doré
- Department of Anesthesiology, University of Florida College of Medicine, Gainesville, FL, United States.,Departments of Psychiatry, Pharmaceutics, Psychology, and Neuroscience, Center for Translational Research in Neurodegenerative Disease, McKnight Brain Institute, University of Florida College of Medicine, Gainesville, FL, United States
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26
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Kim YS, Jeong HG, Chae HY, Kim BJ, Kang J, Kim JY, Kim T, Bang JS, Bae HJ, Oh CW, Han MK. Mediation effects of mean Hounsfield unit on relationship between hemoglobin and expansion of intracerebral hemorrhage. Sci Rep 2021; 11:17236. [PMID: 34446807 PMCID: PMC8390671 DOI: 10.1038/s41598-021-96790-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Accepted: 08/17/2021] [Indexed: 11/09/2022] Open
Abstract
Low hemoglobin levels are known to be associated with hematoma expansion (HE) and poor functional outcome in patients with intracerebral hemorrhage (ICH). However, it is not yet known whether low hemoglobin itself causes HE directly or is merely a confounder. Thus, we investigated the mediation effect of the mean Hounsfield unit (HU) of hematoma on the relationship between low hemoglobin and expansion of ICH. Overall, 232 consecutive patients with ICH who underwent non-contrast computed tomography (NCCT) within 12 h since onset were included. The mean HU and hematoma volume on NCCT were investigated using semi-automated planimetry. HE was defined as an increase in hematoma volume > 33% or 6 mL. The respective associations among the hemoglobin level, mean HU, and HE were analyzed using multivariable regression analysis, adjusting for age, sex, and known HE predictors. Mediation analysis was performed to examine the potential causal association among the three. HE occurred in 34.5% of patients; hemoglobin levels were inversely associated with HE occurrence (adjusted odds ratio, 0.90; p = 0.03). The mean HU of the hematoma was lower in patients with HE than in patients without HE (58.5 ± 3.3 vs. 56.8 ± 3.0; p < 0.01). Hemoglobin levels on admission were linearly related to the mean HU (adjusted β, 0.33; p < 0.01) after adjusting for known HE predictors (time from onset to CT, antithrombotic use, hematoma volume). Causal mediation analysis showed a significant mediation effect of the mean HU on the association between hemoglobin levels and HE (p = 0.04). The proportion of indirect effect through the mean HU among the total effect was 19% (p = 0.05). The mediation effect became nonsignificant in the when the multivariable model was adjusted with additional covariates (baseline systolic blood pressure and hematoma location). The mean HU of the hematoma mediated the association between hemoglobin levels and HE occurrence. Therefore, the mean HU of the hematoma may be a potential marker of impaired hemostasis in patients with ICH.
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Affiliation(s)
- Yong Soo Kim
- Department of Neurology, Seoul National University Bundang Hospital, 300 Gumi-dong, Bundang-gu, Seongnam, Gyeonggi-do, 463-707, Republic of Korea
| | - Han-Gil Jeong
- Department of Neurology, Seoul National University Bundang Hospital, 300 Gumi-dong, Bundang-gu, Seongnam, Gyeonggi-do, 463-707, Republic of Korea. .,Department of Neurosurgery, Seoul National University Bundang Hospital, Seongnam, Republic of Korea.
| | - Hee-Yun Chae
- Department of Neurology, Seoul National University Bundang Hospital, 300 Gumi-dong, Bundang-gu, Seongnam, Gyeonggi-do, 463-707, Republic of Korea.,Department of Neurology, Chungbuk National University Hospital, Cheongju, Republic of Korea
| | - Beom Joon Kim
- Department of Neurology, Seoul National University Bundang Hospital, 300 Gumi-dong, Bundang-gu, Seongnam, Gyeonggi-do, 463-707, Republic of Korea
| | - Jihoon Kang
- Department of Neurology, Seoul National University Bundang Hospital, 300 Gumi-dong, Bundang-gu, Seongnam, Gyeonggi-do, 463-707, Republic of Korea
| | - Jun Yup Kim
- Department of Neurology, Seoul National University Bundang Hospital, 300 Gumi-dong, Bundang-gu, Seongnam, Gyeonggi-do, 463-707, Republic of Korea
| | - Tackeun Kim
- Department of Neurosurgery, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
| | - Jae Seung Bang
- Department of Neurosurgery, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
| | - Hee-Joon Bae
- Department of Neurology, Seoul National University Bundang Hospital, 300 Gumi-dong, Bundang-gu, Seongnam, Gyeonggi-do, 463-707, Republic of Korea
| | - Chang Wan Oh
- Department of Neurosurgery, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
| | - Moon-Ku Han
- Department of Neurology, Seoul National University Bundang Hospital, 300 Gumi-dong, Bundang-gu, Seongnam, Gyeonggi-do, 463-707, Republic of Korea
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27
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Beynon C, Bernhard M, Brenner T, Dietrich M, Fiedler MO, Nusshag C, Weigand MA, Reuß CJ, Michalski D, Jungk C. [Neurosurgical intensive care medicine : Intensive medical care studies from 2020/2021]. Anaesthesist 2021; 70:789-794. [PMID: 34378066 DOI: 10.1007/s00101-021-00978-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/26/2021] [Indexed: 10/20/2022]
Affiliation(s)
- C Beynon
- Neurochirurgische Klinik, Universitätsklinikum Heidelberg, Heidelberg, Deutschland.
| | - M Bernhard
- Zentrale Notaufnahme, Universitätsklinikum Düsseldorf, Heinrich-Heine-Universität, Düsseldorf, Deutschland
| | - T Brenner
- Klinik für Anästhesiologie und Intensivmedizin, Universitätsklinikum Essen, Essen, Deutschland
| | - M Dietrich
- Klinik für Anästhesiologie, Universitätsklinikum Heidelberg, Heidelberg, Deutschland
| | - M O Fiedler
- Klinik für Anästhesiologie, Universitätsklinikum Heidelberg, Heidelberg, Deutschland
| | - C Nusshag
- Klinik für Endokrinologie, Stoffwechsel und klinische Chemie/Sektion Nephrologie, Universitätsklinikum Heidelberg, Heidelberg, Deutschland
| | - M A Weigand
- Klinik für Anästhesiologie, Universitätsklinikum Heidelberg, Heidelberg, Deutschland
| | - C J Reuß
- Klinik für Anästhesiologie und operative Intensivmedizin, Klinikum Stuttgart, Stuttgart, Deutschland
| | - D Michalski
- Klinik und Poliklinik für Neurologie, Universitätsklinikum Leipzig, Leipzig, Deutschland
| | - C Jungk
- Neurochirurgische Klinik, Universitätsklinikum Heidelberg, Heidelberg, Deutschland
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28
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Lu Y, Jin H, Zhao Y, Li Y, Xu J, Tian J, Luan X, Chen S, Sun W, Zhang S, Xu S, Zhu F, Chen L, Mima D, Sun Y, Zhuoga C. Impact of Increased Hemoglobin on Spontaneous Intracerebral Hemorrhage. Neurocrit Care 2021; 36:395-403. [PMID: 34313936 PMCID: PMC8964592 DOI: 10.1007/s12028-021-01305-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Accepted: 06/16/2021] [Indexed: 11/28/2022]
Abstract
Background Studies of the impact of increased hemoglobin on spontaneous intracerebral hemorrhage (ICH) are limited. The present study aimed to explore the effect of increased hemoglobin on ICH. Methods A retrospective single-center study using medical records from a database processed by univariate and multivariate analyses was performed in the People’s Hospital of Tibet Autonomous Region in Lhasa, Tibet, China. Results The mean hemoglobin level in 211 patients with ICH was 165.03 ± 34.12 g/l, and a median hematoma volume was 18.5 ml. Eighty-eight (41.7%) patients had large hematomas (supratentorial hematoma ≥ 30 ml; infratentorial hematoma ≥ 10 ml). No differences in ICH risk factors between the groups with different hemoglobin levels were detected. Increased hemoglobin was independently associated with large hematomas [odds ratio (OR) 1.013, P = 0.023]. Increased hemoglobin was independently associated with ICH with subarachnoid hemorrhage (OR 1.014, P = 0.016), which was more pronounced in men (OR 1.027, P = 0.002). Increased hemoglobin was independently associated with basal ganglia hemorrhage and lobar hemorrhage in men (OR 0.986, P = 0.022; OR 1.013, P = 0.044, respectively) but not in women (P > 0.1). Conclusions Increased hemoglobin was independently associated with large hemorrhage volume. Increased hemoglobin was independently associated with lobar hemorrhage in men and ICH with subarachnoid hemorrhage, which was more pronounced in men. Additional studies are needed to confirm our findings and explore potential mechanisms.
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Affiliation(s)
- Yuxuan Lu
- Department of Neurology, Peking University First Hospital, Beijing, China
| | - Haiqiang Jin
- Department of Neurology, Peking University First Hospital, Beijing, China
| | - Yuhua Zhao
- Department of Neurology, People's Hospital of Tibet Autonomous Region, Lhasa, Tibet, China
| | - Yuxian Li
- Department of Neurology, Peking University First Hospital, Beijing, China
| | - Jun Xu
- Department of Cognitive Neurology, China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Jiayu Tian
- Department of Neurology, Peking University First Hospital, Beijing, China
| | - Xiaoting Luan
- Department of Neurology, The First Hospital of Tsinghua University, Beijing, China
| | - Siwei Chen
- Department of Neurology, Peking University First Hospital, Beijing, China
| | - Wei Sun
- Department of Neurology, Peking University First Hospital, Beijing, China
| | - Shouzi Zhang
- Department of Psychiatry, Beijing Geriatric Hospital, Beijing, China
| | - Shunliang Xu
- Department of Neurology, the Second Hospital, Shandong University, Jinan, Shandong Province, China
| | - Feiqi Zhu
- Cognitive Impairment Ward of Neurology Department, the Third Affiliated Hospital of Shenzhen University Medical College, Shenzhen, China
| | - Luzeng Chen
- Department of Ultrasound, Peking University First Hospital, Beijing, China
| | - Dunzhu Mima
- Department of Neurology, People's Hospital of Tibet Autonomous Region, Lhasa, Tibet, China
| | - Yongan Sun
- Department of Neurology, Peking University First Hospital, Beijing, China.
| | - Cidan Zhuoga
- Department of Neurology, People's Hospital of Tibet Autonomous Region, Lhasa, Tibet, China.
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29
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Acosta JN, Leasure AC, Kuohn LR, Both CP, Petersen NH, Sansing LH, Matouk CC, Testai F, Langefeld CD, Woo D, Kamel H, Murthy SB, Qureshi A, Mayer SA, Sheth KN, Falcone GJ. Admission Hemoglobin Levels Are Associated With Functional Outcome in Spontaneous Intracerebral Hemorrhage. Crit Care Med 2021; 49:828-837. [PMID: 33591003 PMCID: PMC8611893 DOI: 10.1097/ccm.0000000000004891] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
OBJECTIVES To test the hypothesis that admission hemoglobin levels are associated with outcome in primary, nontraumatic intracerebral hemorrhage. DESIGN Individual patient data meta-analysis of three studies of intracerebral hemorrhage. SETTING Two randomized clinical trials and one multiethnic observational study. PATIENTS Patients with spontaneous, nontraumatic intracerebral hemorrhage. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Our exposure of interest was admission hemoglobin levels and the primary outcome was 3-month postintracerebral hemorrhage-dichotomized modified Rankin Scale (0-3 vs 4-6). Intermediate outcomes were admission hematoma volume and hematoma expansion defined as 6 mL or 33% increase in hemorrhage size on repeat CT. A total of 4,172 intracerebral hemorrhage patients were included in the study (mean age 63 [sd = 14]; female sex 1,668 [40%]). Each additional g/dL of admission hemoglobin was associated with 14% (odds ratio, 0.86; 95% CI, 0.82-0.91) and 7% (odds ratio, 0.93; 95% CI, 0.88-0.98) reductions in the risk of poor outcome in unadjusted and adjusted analyses, respectively. Dose-response analyses indicated a linear relationship between admission hemoglobin levels and poor outcome across the entire evaluated range (test-for-trend p < 0.001). No consistent associations were found between the admission hemoglobin levels and hematoma volume or hematoma expansion. CONCLUSIONS Higher hemoglobin levels are associated with better outcome in intracerebral hemorrhage. Further research is needed to evaluate admission hemoglobin levels as both a therapeutic target and predictor of outcome.
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Affiliation(s)
- Julián N. Acosta
- Division of Neurocritical Care and Emergency Neurology, Department of Neurology, Yale School of Medicine, New Haven, CT, USA
| | - Audrey C. Leasure
- Division of Neurocritical Care and Emergency Neurology, Department of Neurology, Yale School of Medicine, New Haven, CT, USA
| | - Lindsey R. Kuohn
- Division of Neurocritical Care and Emergency Neurology, Department of Neurology, Yale School of Medicine, New Haven, CT, USA
| | - Cameron P. Both
- Division of Neurocritical Care and Emergency Neurology, Department of Neurology, Yale School of Medicine, New Haven, CT, USA
| | - Nils H. Petersen
- Division of Neurocritical Care and Emergency Neurology, Department of Neurology, Yale School of Medicine, New Haven, CT, USA
- Division of Vascular Neurology, Department of Neurology, Yale School of Medicine, New Haven, CT, USA
| | - Lauren H. Sansing
- Division of Vascular Neurology, Department of Neurology, Yale School of Medicine, New Haven, CT, USA
| | - Charles C. Matouk
- Neurovascular Surgery, Department of Neurosurgery, Yale School of Medicine, New Haven, CT, USA
| | - Fernando Testai
- Vascular Neurology, Department of Neurology and Rehabilitation, University of Illinois at Chicago, Chicago, IL, USA
| | - Carl D. Langefeld
- Departments of Biostatistics and Data Science, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Daniel Woo
- Department of Neurology, University of Cincinnati, Cincinnati, OH, USA
| | - Hooman Kamel
- Division of Neurocritical Care, Department of Neurology, Weill Cornell Medicine, New York, NY, USA
| | - Santosh B. Murthy
- Division of Neurocritical Care, Department of Neurology, Weill Cornell Medicine, New York, NY, USA
| | - Adnan Qureshi
- Department of Neurology, University of Missouri, Columbia, MO, USA
- Zeenat Qureshi Stroke Institute, St. Cloud, MO, USA
| | | | - Kevin N. Sheth
- Division of Neurocritical Care and Emergency Neurology, Department of Neurology, Yale School of Medicine, New Haven, CT, USA
| | - Guido J. Falcone
- Division of Neurocritical Care and Emergency Neurology, Department of Neurology, Yale School of Medicine, New Haven, CT, USA
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Biglari B, Heller RA, Hörner M, Sperl A, Bock T, Reible B, Haubruck P, Grützner PA, Moghaddam A. Novel approach to an early assessment of a patient's potential for neurological remission after acute spinal cord injury: Analysis of hemoglobin concentration dynamics. J Spinal Cord Med 2021; 44:229-240. [PMID: 31211658 PMCID: PMC7952079 DOI: 10.1080/10790268.2019.1632060] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
Context/objective: Examining hemoglobin (Hb) dynamics with regard to the potential of neurological remission in patients with traumatic spinal cord injury (TSCI).Design: Prospective Clinical Observational Study.Setting: BG Trauma Centre Ludwigshafen, Department of Paraplegiology, Rhineland-Palatinate, Germany.Methods: From 2011 to 2017 a total of 80 patients with acute spinal injury were enrolled and divided into three groups: initial neurological impairment either with (G1; n = 33) or without subsequent neurological remission (G0; n = 35) and vertebral fractures without initial neurological impairment as control group (C; n = 12). Blood samples were taken for 3 months at 11 time-points after injury. Analyses were performed using routine diagnostics.Outcome measures: Multiple logistic regression was used to determine the prognostic value of Hb regarding neurological remission respecting clinical covariates.Results: Data showed elevated mean Hb concentrations in G1 from the third day to 1 month compared to G0, Hb levels were significantly higher in G1 after 3 days (P = 0.03, G1 > G0). The final multiple logistic regression model based on this data predicting the presence of neurological remission resulted in an AUC (area under the curve) of 80.5% (CI: 67.8%-93.2%) in the ROC (receiver operating characteristic) analysis.Conclusion: Elevated Hb concentrations are associated with a higher likelihood of neurological remission. Elevated concentrations of Hb in G1 compared to G0 over time might be linked to both a better initial oxygen supply response and a decreased ECM (extracellular matrix) degradation highlighting the role of Hb as a valuable biomarker for neural regeneration after TSCI.
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Affiliation(s)
- Bahram Biglari
- Department of Paraplegiology, BG Trauma Centre Ludwigshafen, Ludwigshafen, Germany,Correspondence to: Bahram Biglari, Head of the Department, Department of Paraplegiology, BG Trauma Centre Ludwigshafen, Ludwig-Guttmann-Straße 13, Ludwigshafen am Rhein67071, Germany; Ph: +49/(0) 621 6810-2571.
| | - Raban Arved Heller
- Heidelberg Trauma Research Group, Department of Trauma and Reconstructive Surgery, Center for Orthopaedics, Trauma Surgery and SCI, Heidelberg University Hospital, Heidelberg, Germany
| | - Manuel Hörner
- Heidelberg Trauma Research Group, Department of Trauma and Reconstructive Surgery, Center for Orthopaedics, Trauma Surgery and SCI, Heidelberg University Hospital, Heidelberg, Germany
| | - Andre Sperl
- Heidelberg Trauma Research Group, Department of Trauma and Reconstructive Surgery, Center for Orthopaedics, Trauma Surgery and SCI, Heidelberg University Hospital, Heidelberg, Germany
| | - Tobias Bock
- Heidelberg Trauma Research Group, Department of Trauma and Reconstructive Surgery, Center for Orthopaedics, Trauma Surgery and SCI, Heidelberg University Hospital, Heidelberg, Germany
| | - Bruno Reible
- Heidelberg Trauma Research Group, Department of Trauma and Reconstructive Surgery, Center for Orthopaedics, Trauma Surgery and SCI, Heidelberg University Hospital, Heidelberg, Germany
| | - Patrick Haubruck
- Heidelberg Trauma Research Group, Department of Trauma and Reconstructive Surgery, Center for Orthopaedics, Trauma Surgery and SCI, Heidelberg University Hospital, Heidelberg, Germany
| | - Paul Alfred Grützner
- Department of Trauma Surgery and Orthopaedics, BG Trauma Centre Ludwigshafen, Ludwigshafen, Germany
| | - Arash Moghaddam
- Aschaffenburg Trauma and Orthopaedic Research Group, Center for Orthopaedics, Trauma Surgery and Sports Medicine, Hospital Aschaffenburg-Alzenau, Aschaffenburg, Germany
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Roh DJ, Carvalho Poyraz F, Magid-Bernstein J, Elkind MSV, Agarwal S, Park S, Claassen J, Connolly ES, Hod E, Murthy SB. Red Blood Cell Transfusions and Outcomes After Intracerebral Hemorrhage. J Stroke Cerebrovasc Dis 2020; 29:105317. [PMID: 32992186 DOI: 10.1016/j.jstrokecerebrovasdis.2020.105317] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Revised: 09/07/2020] [Accepted: 09/09/2020] [Indexed: 12/01/2022] Open
Abstract
BACKGROUND Low red blood cell (RBC) levels are associated with worse intracerebral hemorrhage (ICH) outcomes. However, relationships of RBC transfusions on ICH outcomes are unclear given the overlap of RBC transfusion, comorbidities, and disease severity. We investigated RBC transfusion relationships on ICH outcomes while accounting for comorbidities and disease severity. METHODS ICH hospitalizations between 2002 and 2011 and RBC transfusion exposure were identified from the Nationwide Inpatient Sample using ICD-9-CM codes. Logistic regression was used to study the relationship between RBC transfusion on outcomes after adjusting for demographics, baseline comorbidities, and markers of disease severity. Additional sensitivity analyses stratified by comorbidity burden and disease severity were performed. RESULTS Of 597,046 ICH hospitalizations, RBC transfusions were administered in 22,904 (4%). RBC transfusion was associated with higher odds of in-hospital mortality (adjusted OR: 1.22 [95%CI: 1.10-1.35]). In sensitivity analyses, RBC transfusions resulted in poor outcomes regardless of the comorbidity burden, but attenuation in this relationship was notable with lower comorbidities (adjusted OR 1.43 [95%CI: 1.34-1.51] vs 1.18 [95%CI: 1.10-1.29]). There were no associations of RBC transfusions with poor outcomes in hospitalizations without mechanical ventilation (adjusted OR 0.88 [95%CI: 0.83-1.13]) and in cases requiring ventriculostomy drains (adjusted OR 1.05 [95%CI: 0.97-1.10]). CONCLUSIONS In a large, nationally representative sample, RBC transfusion was associated with poor ICH outcomes. However, there were variations in this relationship based on comorbidities and disease severity. Additional prospective studies are required to assess direct risks and benefits from RBC transfusions in ICH.
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Affiliation(s)
- David J Roh
- Vagelos College of Physicians and Surgeons, Department of Neurology, Columbia University, 177 Fort Washington Ave, New York, NY, United States.
| | - Fernanda Carvalho Poyraz
- Vagelos College of Physicians and Surgeons, Department of Neurology, Columbia University, 177 Fort Washington Ave, New York, NY, United States.
| | - Jessica Magid-Bernstein
- Vagelos College of Physicians and Surgeons, Department of Neurology, Columbia University, 177 Fort Washington Ave, New York, NY, United States.
| | - Mitchell S V Elkind
- Vagelos College of Physicians and Surgeons, Department of Neurology, Columbia University, 177 Fort Washington Ave, New York, NY, United States; Mailman School of Public Health, Columbia University, New York, NY, United States.
| | - Sachin Agarwal
- Vagelos College of Physicians and Surgeons, Department of Neurology, Columbia University, 177 Fort Washington Ave, New York, NY, United States.
| | - Soojin Park
- Vagelos College of Physicians and Surgeons, Department of Neurology, Columbia University, 177 Fort Washington Ave, New York, NY, United States.
| | - Jan Claassen
- Vagelos College of Physicians and Surgeons, Department of Neurology, Columbia University, 177 Fort Washington Ave, New York, NY, United States.
| | - E Sander Connolly
- Vagelos College of Physicians and Surgeons, Department of Neurosurgery, Columbia University, New York, NY, United States.
| | - Eldad Hod
- Vagelos College of Physicians and Surgeons, Department of Pathology and Cell Biology, Columbia University, New York, NY, United States.
| | - Santosh B Murthy
- Clinical and Translational Unit, Feil Family Brain and Mind Research Institute and Department of Neurology, Weill Cornell Medical College, New York, NY, United States.
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Lee EP, Hsia SH, Chan OW, Lin CY, Lin JJ, Wu HP. Clinical role of low hemoglobin ratio in poor neurologic outcomes in infants with traumatic intracranial hemorrhage. Sci Rep 2020; 10:400. [PMID: 31942018 PMCID: PMC6962163 DOI: 10.1038/s41598-019-57334-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2019] [Accepted: 12/18/2019] [Indexed: 11/04/2022] Open
Abstract
Traumatic brain injury (TBI) is the leading cause of pediatric morbidity and mortality worldwide, and half of all fatalities occur in infants aged less than 1 year. We analyzed 129 infants diagnosed with TBI complicated with intracranial hemorrhage confirmed by brain computed tomography. We defined delta hemoglobin (ΔHB) as nadir HB - age specific mean HB, and the ratio of HB (%) as ΔHB/age specific mean HB x 100. Infants with poor neurologic outcomes had a lower admission HB and ΔHB (p < 0.05). The in-hospital mortality rate was 10.1% (13 infants), and the infants who died had a significantly lower ΔHB ratio compared to the survivors. The area under the receiving operating characteristic curve (AUC) of initial Glasgow Coma Score (GCS) in predicting neurologic outcomes was higher than that of ratio of ΔHB (0.881 v.s 0.859). In multivariate logistic regression analysis with the optimal cutoff ratio of ΔHB, it remained an independent predictor for in-hospital mortality and poor neurologic outcomes at discharge and at 6 months. AUC analysis for the ratio of ΔHB for poor neurologic outcomes in infants aged from 0-6 months was 0.85 and the optimal cutoff was -30.7% (sensitivity, 69%; specificity, 92%; positive likelihood ratio (LR+), 8.24; negative likelihood ratio (LR-), 0.34); the AUC was 0.88 in infants aged from 6-12 months and the optimal cutoff was -20.6% (sensitivity, 89%; specificity, 79%; LR+, 4.13; LR-, 0.15).
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Affiliation(s)
- En-Pei Lee
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, Chang Gung Memorial Hospital at Linko, Kweishan, Taoyuan, Taiwan
- College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Shao-Hsuan Hsia
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, Chang Gung Memorial Hospital at Linko, Kweishan, Taoyuan, Taiwan
- College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Oi-Wa Chan
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, Chang Gung Memorial Hospital at Linko, Kweishan, Taoyuan, Taiwan
- College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Chia-Ying Lin
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, Chang Gung Memorial Hospital at Linko, Kweishan, Taoyuan, Taiwan
- College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Jainn-Jim Lin
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, Chang Gung Memorial Hospital at Linko, Kweishan, Taoyuan, Taiwan.
- College of Medicine, Chang Gung University, Taoyuan, Taiwan.
| | - Han-Ping Wu
- Department of Pediatric Emergency Medicine, Children's Hospital, China Medical University, Taichung, Taiwan.
- Department of Medical Research, Children's Hospital, China Medical University, Taichung, Taiwan.
- Department of Medicine, School of Medicine, China Medical University, Taichung, Taiwan.
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Lee EP, Zhao LL, Hsia SH, Lee J, Chan OW, Lin CY, Su YT, Lin JJ, Wu HP. Clinical Significance of Nadir Hemoglobin in Predicting Neurologic Outcome in Infants With Abused Head Trauma. Front Pediatr 2020; 8:140. [PMID: 32318527 PMCID: PMC7147474 DOI: 10.3389/fped.2020.00140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2019] [Accepted: 03/11/2020] [Indexed: 12/02/2022] Open
Abstract
Traumatic brain injury (TBI) is a leading cause of pediatric morbidity and mortality and is categorized as abusive head trauma (AHT) and accidental head injury. A retrospective chart review of 124 children aged <1 year diagnosed with TBI were analyzed. Outcomes were evaluated at discharge and 6 months later by using the Pediatric Cerebral Performance Category (PCPC) Scale. The receiver operating characteristic (ROC) curve was applied to determine the cutoff values for hemoglobin (HB) levels. In the study, 50 infants (40.3%) achieved a favorable neurologic outcome (PCPC ≦ 2) and 74 (59.7%) had poor neurologic outcomes (PCPC ≧ 3). Infants with poor neurologic outcomes had lower HB on admission and nadir HB (p < 0.05). Based on multivariate logistic regression analysis, the nadir HB was a predictor of poor neurologic outcomes at discharge and 6 months later in both AHT and accidental head injury. Nadir HB had the largest area under the ROC curve for predicting poor neurologic outcomes. We determined the appropriate cutoff value of nadir HB as 9.35 g/dl for predicting neurologic outcomes in infants with TBI. Furthermore, the cutoff value of nadir HB in predicting poor neurologic outcomes in infants caused by AHT and accidental head injury were taken as 9.36 and 8.75 g/dl, respectively.
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Affiliation(s)
- En-Pei Lee
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, Chang Gung Memorial Hospital at Linko, Taoyuan, Taiwan.,College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Lu-Lu Zhao
- Department of Pediatrics, Taipei Tzu Chi Hospital, New Taipei, Taiwan.,Department of Medicine, School of Medicine, Tzu Chi University, Hualien, Taiwan
| | - Shao-Hsuan Hsia
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, Chang Gung Memorial Hospital at Linko, Taoyuan, Taiwan.,College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Jung Lee
- College of Medicine, Chang Gung University, Taoyuan, Taiwan.,Division of Pediatric General Medicine, Department of Pediatrics, Chang Gung Memorial Hospital at Linko, Taoyuan, Taiwan
| | - Oi-Wa Chan
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, Chang Gung Memorial Hospital at Linko, Taoyuan, Taiwan.,College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Chia-Ying Lin
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, Chang Gung Memorial Hospital at Linko, Taoyuan, Taiwan.,College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Ya-Ting Su
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, Chang Gung Memorial Hospital at Linko, Taoyuan, Taiwan.,College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Jainn-Jim Lin
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, Chang Gung Memorial Hospital at Linko, Taoyuan, Taiwan.,College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Han-Ping Wu
- Division of Pediatric General Medicine, Department of Pediatrics, Chang Gung Memorial Hospital at Linko, Taoyuan, Taiwan.,Department of Pediatric Emergency Medicine, Children's Hospital, China Medical University, Taichung, Taiwan.,Department of Medical Research, Children's Hospital, China Medical University, Taichung, Taiwan.,Department of Medicine, School of Medicine, China Medical University, Taichung, Taiwan
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Bender M, Stein M, Kim SW, Uhl E, Schöller K. Serum Biomarkers for Risk Assessment of Intrahospital Transports in Mechanically Ventilated Neurosurgical Intensive Care Unit Patients. J Intensive Care Med 2019; 36:419-427. [PMID: 31777310 DOI: 10.1177/0885066619891063] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
OBJECTIVE Intrahospital transports (IHTs) of neurosurgical intensive care unit (NICU) patients can be hazardous. Increasing intracranial pressure (ICP) and/or decreasing cerebral perfusion pressure (CPP) as well as cardiopulmonary alterations are common complications of an IHTs, which can lead to secondary brain injury. This study was performed to assess several serum biomarkers concerning their potential to improve safety of IHTs in mechanically ventilated NICU patients. METHODS All IHTs of mechanically ventilated and sedated NICU patients from 03/2017 to 01/2018 were retrospectively analyzed. Intracranial pressure and CPP measurements were performed in all patients. Serum hemoglobin, hematocrit, and serum sodium were defined as serum biomarkers. Demographic data, computed tomography scan on admission, Simplified Acute Physiology Score and Acute Physiology and Chronic Health Evaluation II, modified Rankin Scale, indication and consequence of IHTs were analyzed. Alteration of ICP/CPP, hemodynamic and pulmonary events were defined as complications. The study population was stratified into patients with the occurrence of a complication and absence of a complication. RESULTS We analyzed a total number of 184 IHTs in 70 NICU patients with an overall complication rate of 57.6%. Of all, 32.1% IHTs had no direct therapeutic consequence. In patients with higher hemoglobin values prior to IHT less complications occurred, concerning ICP (P = .001), CPP (P = .001), hemodynamic (P = .005), and pulmonary (P < .0001) events. In addition, complications concerning ICP (P = .001), CPP (P = .001), hemodynamic (P = .005), and pulmonary problems (P = .002) were significantly lower in patients with higher hematocrit values before IHT. CONCLUSION Intrahospital transports of mechanically ventilated NICU patients carry a high risk of increased ICP and hemodynamic complications and should be performed restrictively. Higher values of hemoglobin and hematocrit prior to IHT were associated with less complications with regard to ICP, CPP as well as hemodynamic and pulmonary events and could be helpful to assess the potential risk of complications prior to IHTs.
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Affiliation(s)
- Michael Bender
- Department of Neurosurgery, 9175Justus-Liebig-University Gießen, Germany
| | - Marco Stein
- Department of Neurosurgery, 9175Justus-Liebig-University Gießen, Germany
| | - Seong Woong Kim
- Department of Neurosurgery, 9175Justus-Liebig-University Gießen, Germany
| | - Eberhard Uhl
- Department of Neurosurgery, 9175Justus-Liebig-University Gießen, Germany
| | - Karsten Schöller
- Department of Neurosurgery, 9175Justus-Liebig-University Gießen, Germany
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Roh DJ, Albers DJ, Magid-Bernstein J, Doyle K, Hod E, Eisenberger A, Murthy S, Witsch J, Park S, Agarwal S, Connolly ES, Elkind MSV, Claassen J. Low hemoglobin and hematoma expansion after intracerebral hemorrhage. Neurology 2019; 93:e372-e380. [PMID: 31209179 DOI: 10.1212/wnl.0000000000007820] [Citation(s) in RCA: 46] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2018] [Accepted: 03/08/2019] [Indexed: 01/28/2023] Open
Abstract
OBJECTIVE Studies have independently shown associations of lower hemoglobin levels with larger admission intracerebral hemorrhage (ICH) volumes and worse outcomes. We investigated whether lower admission hemoglobin levels are associated with more hematoma expansion (HE) after ICH and whether this mediates lower hemoglobin levels' association with worse outcomes. METHODS Consecutive patients enrolled between 2009 and 2016 to a single-center prospective ICH cohort study with admission hemoglobin and neuroimaging data to calculate HE (>33% or >6 mL) were evaluated. The association of admission hemoglobin levels with HE and poor clinical outcomes using modified Rankin Scale (mRS 4-6) were assessed using separate multivariable logistic regression models. Mediation analysis investigated causal associations among hemoglobin, HE, and outcome. RESULTS Of 256 patients with ICH meeting inclusion criteria, 63 (25%) had HE. Lower hemoglobin levels were associated with increased odds of HE (odds ratio [OR] 0.80 per 1.0 g/dL change of hemoglobin; 95% confidence interval [CI] 0.67-0.97) after adjusting for previously identified covariates of HE (admission hematoma volume, antithrombotic medication use, symptom onset to admission CT time) and hemoglobin (age, sex). Lower hemoglobin was also associated with worse 3-month outcomes (OR 0.76 per 1.0 g/dL change of hemoglobin; 95% CI 0.62-0.94) after adjusting for ICH score. Mediation analysis revealed that associations of lower hemoglobin with poor outcomes were mediated by HE (p = 0.01). CONCLUSIONS Further work is required to replicate the associations of lower admission hemoglobin levels with increased odds of HE mediating worse outcomes after ICH. If confirmed, an investigation into whether hemoglobin levels can be a modifiable target of treatment to improve ICH outcomes may be warranted.
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Affiliation(s)
- David J Roh
- From Vagelos College of Physicians and Surgeons (D.J.R., D.J.A., J.M.-B., K.D., E.H., A.E., S.P., S.A., E.S.C., M.S.V.E., J.C.), Columbia University; Weill Cornell Medical Center (S.M.), New York, NY; and Yale School of Medicine (J.W.), New Haven, CT.
| | - David J Albers
- From Vagelos College of Physicians and Surgeons (D.J.R., D.J.A., J.M.-B., K.D., E.H., A.E., S.P., S.A., E.S.C., M.S.V.E., J.C.), Columbia University; Weill Cornell Medical Center (S.M.), New York, NY; and Yale School of Medicine (J.W.), New Haven, CT
| | - Jessica Magid-Bernstein
- From Vagelos College of Physicians and Surgeons (D.J.R., D.J.A., J.M.-B., K.D., E.H., A.E., S.P., S.A., E.S.C., M.S.V.E., J.C.), Columbia University; Weill Cornell Medical Center (S.M.), New York, NY; and Yale School of Medicine (J.W.), New Haven, CT
| | - Kevin Doyle
- From Vagelos College of Physicians and Surgeons (D.J.R., D.J.A., J.M.-B., K.D., E.H., A.E., S.P., S.A., E.S.C., M.S.V.E., J.C.), Columbia University; Weill Cornell Medical Center (S.M.), New York, NY; and Yale School of Medicine (J.W.), New Haven, CT
| | - Eldad Hod
- From Vagelos College of Physicians and Surgeons (D.J.R., D.J.A., J.M.-B., K.D., E.H., A.E., S.P., S.A., E.S.C., M.S.V.E., J.C.), Columbia University; Weill Cornell Medical Center (S.M.), New York, NY; and Yale School of Medicine (J.W.), New Haven, CT
| | - Andrew Eisenberger
- From Vagelos College of Physicians and Surgeons (D.J.R., D.J.A., J.M.-B., K.D., E.H., A.E., S.P., S.A., E.S.C., M.S.V.E., J.C.), Columbia University; Weill Cornell Medical Center (S.M.), New York, NY; and Yale School of Medicine (J.W.), New Haven, CT
| | - Santosh Murthy
- From Vagelos College of Physicians and Surgeons (D.J.R., D.J.A., J.M.-B., K.D., E.H., A.E., S.P., S.A., E.S.C., M.S.V.E., J.C.), Columbia University; Weill Cornell Medical Center (S.M.), New York, NY; and Yale School of Medicine (J.W.), New Haven, CT
| | - Jens Witsch
- From Vagelos College of Physicians and Surgeons (D.J.R., D.J.A., J.M.-B., K.D., E.H., A.E., S.P., S.A., E.S.C., M.S.V.E., J.C.), Columbia University; Weill Cornell Medical Center (S.M.), New York, NY; and Yale School of Medicine (J.W.), New Haven, CT
| | - Soojin Park
- From Vagelos College of Physicians and Surgeons (D.J.R., D.J.A., J.M.-B., K.D., E.H., A.E., S.P., S.A., E.S.C., M.S.V.E., J.C.), Columbia University; Weill Cornell Medical Center (S.M.), New York, NY; and Yale School of Medicine (J.W.), New Haven, CT
| | - Sachin Agarwal
- From Vagelos College of Physicians and Surgeons (D.J.R., D.J.A., J.M.-B., K.D., E.H., A.E., S.P., S.A., E.S.C., M.S.V.E., J.C.), Columbia University; Weill Cornell Medical Center (S.M.), New York, NY; and Yale School of Medicine (J.W.), New Haven, CT
| | - E Sander Connolly
- From Vagelos College of Physicians and Surgeons (D.J.R., D.J.A., J.M.-B., K.D., E.H., A.E., S.P., S.A., E.S.C., M.S.V.E., J.C.), Columbia University; Weill Cornell Medical Center (S.M.), New York, NY; and Yale School of Medicine (J.W.), New Haven, CT
| | - Mitchell S V Elkind
- From Vagelos College of Physicians and Surgeons (D.J.R., D.J.A., J.M.-B., K.D., E.H., A.E., S.P., S.A., E.S.C., M.S.V.E., J.C.), Columbia University; Weill Cornell Medical Center (S.M.), New York, NY; and Yale School of Medicine (J.W.), New Haven, CT
| | - Jan Claassen
- From Vagelos College of Physicians and Surgeons (D.J.R., D.J.A., J.M.-B., K.D., E.H., A.E., S.P., S.A., E.S.C., M.S.V.E., J.C.), Columbia University; Weill Cornell Medical Center (S.M.), New York, NY; and Yale School of Medicine (J.W.), New Haven, CT
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Zhang S, Pan X, Wei C, Wang L, Cheng Y, Hu Z, Dong W, Liu M, Wu B. Associations of Anemia With Outcomes in Patients With Spontaneous Intracerebral Hemorrhage: A Meta-Analysis. Front Neurol 2019; 10:406. [PMID: 31105636 PMCID: PMC6494942 DOI: 10.3389/fneur.2019.00406] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2018] [Accepted: 04/04/2019] [Indexed: 02/05/2023] Open
Abstract
Background: Intracerebral hemorrhage (ICH) is a highly lethal disease without effective therapeutic interventions. Anemia is prevalent in neurocritical disease and correlated with higher mortality in the intensive care unit. However, there is a lack of evidence concerning the association between anemia and the clinical outcomes of ICH. Object: We aimed to assess the association between anemia and outcomes in patients with ICH. Methods: We systematically searched the Cochrane Library, MEDLINE, EMBASE and Web of Science from inception to November 2017. Eligible studies were cohort studies exploring the association between anemia and mortality or functional outcomes in patient with ICH. A Meta-analysis was performed, and heterogeneity was assessed using the I2 index. Sensitivity analyses were performed to account for heterogeneity and risk of bias. Effect estimates were combined using random effects model for mortality and poor outcomes. Results: We identified seven cohort studies with 7,328 ICH patients, including 1,546 patients with anemia. The meta-analysis revealed that anemia was associated with higher mortality {OR = 1.72 for 30-day mortality (95% CI 1.37 to 2.15; I2 = 64%; low-quality evidence); OR = 2.05 for 12-month mortality (95% CI 1.42 to 2.97; I2 = 82%; low-quality evidence)} and an increased risk of poor outcome in patients with ICH {OR = 2.29 for 3-month outcome (95% CI 1.16 to 4.51; I2 = 91%; very low-quality evidence); OR = 3.42 for 12-month outcome (95% CI 0.50 to 23.23; I2 = 96%; very low-quality evidence)}. Conclusions: Anemia on admission was associated with higher mortality and an increased risk of poor outcome in patients with ICH. However, the results were limited by the high heterogeneity of included studies. Prospective, multi-center or population-based, large sample cohort studies are needed in the future.
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Affiliation(s)
- Shuting Zhang
- Department of Neurology, West China Hospital of Sichuan University, Chengdu, China
| | - Xiaohua Pan
- Department of Neurology, Baotou Central Hospital, Baotou, China
| | - Chenchen Wei
- Department of Neurology, West China Hospital of Sichuan University, Chengdu, China
| | - Lu Wang
- Department of Neurology, West China Hospital of Sichuan University, Chengdu, China
| | - Yajun Cheng
- Department of Neurology, West China Hospital of Sichuan University, Chengdu, China
| | - Zhi Hu
- Department of Neurological Intensive Care Unit, West China Hospital of Sichuan University, Chengdu, China
| | - Wei Dong
- Department of Neurological Intensive Care Unit, West China Hospital of Sichuan University, Chengdu, China
| | - Ming Liu
- Department of Neurology, West China Hospital of Sichuan University, Chengdu, China
| | - Bo Wu
- Department of Neurology, West China Hospital of Sichuan University, Chengdu, China
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Abstract
Anemia is a common condition and is diagnosed on laboratory assessment. It is defined by abnormally low hemoglobin concentration or decreased red blood cells. Several classification systems exist. Laboratory markers provide important information. Acute anemia presents with symptoms owing to acute blood loss; chronic anemia may present with worsening fatigue, dyspnea, lightheadedness, or chest pain. Specific treatments depend on the underlying anemia and etiology. Iron is an alternative treatment for patients with microcytic anemia owing to iron deficiency. Hyperbaric oxygen is an option for alternative rescue therapy. Most patients with chronic anemia may be discharged with follow-up if hemodynamically stable.
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Affiliation(s)
- Brit Long
- Department of Emergency Medicine, San Antonio Military Medical Center, 3841 Roger Brooke Drive, Fort Sam Houston, TX 78234, USA.
| | - Alex Koyfman
- Department of Emergency Medicine, The University of Texas Southwestern Medical Center, 5323 Harry Hines Boulevard, Dallas, TX 75390, USA
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Barlas RS, Honney K, Loke YK, McCall SJ, Bettencourt-Silva JH, Clark AB, Bowles KM, Metcalf AK, Mamas MA, Potter JF, Myint PK. Impact of Hemoglobin Levels and Anemia on Mortality in Acute Stroke: Analysis of UK Regional Registry Data, Systematic Review, and Meta-Analysis. J Am Heart Assoc 2016; 5:JAHA.115.003019. [PMID: 27534421 PMCID: PMC5015269 DOI: 10.1161/jaha.115.003019] [Citation(s) in RCA: 104] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND The impact of hemoglobin levels and anemia on stroke mortality remains controversial. We aimed to systematically assess this association and quantify the evidence. METHODS AND RESULTS We analyzed data from a cohort of 8013 stroke patients (mean±SD, 77.81±11.83 years) consecutively admitted over 11 years (January 2003 to May 2015) using a UK Regional Stroke Register. The impact of hemoglobin levels and anemia on mortality was assessed by sex-specific values at different time points (7 and 14 days; 1, 3, and 6 months; 1 year) using multiple regression models controlling for confounders. Anemia was present in 24.5% of the cohort on admission and was associated with increased odds of mortality at most of the time points examined up to 1 year following stroke. The association was less consistent for men with hemorrhagic stroke. Elevated hemoglobin was also associated with increased mortality, mainly within the first month. We then conducted a systematic review using the Embase and Medline databases. Twenty studies met the inclusion criteria. When combined with the cohort from the current study, the pooled population had 29 943 patients with stroke. The evidence base was quantified in a meta-analysis. Anemia on admission was found to be associated with an increased risk of mortality in both ischemic stroke (8 studies; odds ratio 1.97 [95% CI 1.57-2.47]) and hemorrhagic stroke (4 studies; odds ratio 1.46 [95% CI 1.23-1.74]). CONCLUSIONS Strong evidence suggests that patients with anemia have increased mortality with stroke. Targeted interventions in this patient population may improve outcomes and require further evaluation.
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Affiliation(s)
- Raphae S Barlas
- Epidemiology Group, Institute of Applied Health Sciences, Aberdeen, UK
| | - Katie Honney
- Stroke Research Group, Norfolk and Norwich University Hospital, Norwich, UK
| | - Yoon K Loke
- Norwich Medical School, University of East Anglia, Norwich, UK
| | - Stephen J McCall
- Epidemiology Group, Institute of Applied Health Sciences, Aberdeen, UK Nuffield Department of Population Health, University of Oxford, UK
| | | | - Allan B Clark
- Norwich Medical School, University of East Anglia, Norwich, UK
| | | | - Anthony K Metcalf
- Stroke Research Group, Norfolk and Norwich University Hospital, Norwich, UK
| | - Mamas A Mamas
- Keele Cardiovascular Research Group, Institutes of Science and Technology in Medicine and Primary Care and Health Sciences, Keele University, Stoke-on-Trent, UK
| | - John F Potter
- Norwich Medical School, University of East Anglia, Norwich, UK
| | - Phyo K Myint
- Epidemiology Group, Institute of Applied Health Sciences, Aberdeen, UK Stroke Research Group, Norfolk and Norwich University Hospital, Norwich, UK Norwich Medical School, University of East Anglia, Norwich, UK
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Lee JM, Kim ES, Chun HJ, Hwang YJ, Lee JH, Kang SH, Yoo IK, Kim SH, Choi HS, Keum B, Seo YS, Jeen YT, Lee HS, Um SH, Kim CD. Discharge hemoglobin and outcome in patients with acute nonvariceal upper gastrointestinal bleeding. Endosc Int Open 2016; 4:E865-9. [PMID: 27540574 PMCID: PMC4988841 DOI: 10.1055/s-0042-110176] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2015] [Accepted: 05/23/2016] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND AND STUDY AIMS Many patients with acute gastrointestinal bleeding present with anemia and frequently require red blood cell (RBC) transfusion. A restrictive transfusion strategy and a low hemoglobin (Hb) threshold for transfusion had been shown to produce acceptable outcomes in patients with acute upper gastrointestinal bleeding. However, most patients are discharged with mild anemia owing to the restricted volume of packed RBCs (pRBCs). We investigated whether discharge Hb influences the outcome in patients with acute nonvariceal upper gastrointestinal bleeding. PATIENTS AND METHODS We retrospectively analyzed patients with upper gastrointestinal bleeding who had received pRBCs during hospitalization between January 2012 and January 2014. Patients with variceal bleeding, malignant lesion, stroke, or cardiovascular disease were excluded. We divided the patients into 2 groups, low (8 g/dL ≤ Hb < 10 g/dL) and high (Hb ≥ 10 [g/dL]) discharge Hb, and compared the clinical course and Hb changes between these groups. RESULTS A total of 102 patients met the inclusion criteria. Fifty patients were discharged with Hb levels < 10 g/dL, whereas 52 were discharged with Hb levels > 10 g/dL. Patients in the low Hb group had a lower consumption of pRBCs and shorter hospital stay than did those in the high Hb group. The Hb levels were not fully recovered at outpatient follow-up until 7 days after discharge; however, most patients showed Hb recovery at 45 days after discharge. The rate of rebleeding after discharge was not significantly different between the 2 groups. CONCLUSIONS In patients with acute upper gastrointestinal bleeding, a discharge Hb between 8 and 10 g/dL was linked to favorable outcomes on outpatient follow-up. Most patients recovered from anemia without any critical complication within 45 days after discharge.
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Affiliation(s)
- Jae Min Lee
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Institute of Gastrointestinal Medical Instrument Research, Korea University College of Medicine, Seoul, Republic of Korea
| | - Eun Sun Kim
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Institute of Gastrointestinal Medical Instrument Research, Korea University College of Medicine, Seoul, Republic of Korea
| | - Hoon Jai Chun
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Institute of Gastrointestinal Medical Instrument Research, Korea University College of Medicine, Seoul, Republic of Korea ,Corresponding author Hoon Jai Chun, MD, PhD Division of Gastroenterology and HepatologyDepartment of Internal MedicineInstitute of Gastrointestinal Medical Instrument ResearchKorea University College of Medicine Inchon-ro 73, Seongbuk-guSeoul 136-705Korea+82 2 920 6555+ 82 2 953 1943
| | - Young-Jae Hwang
- College of Medicine, Kangwon National University, Chuncheon-si, Gangwon-do, Republic of Korea
| | - Jae Hyung Lee
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Institute of Gastrointestinal Medical Instrument Research, Korea University College of Medicine, Seoul, Republic of Korea
| | - Seung Hun Kang
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Institute of Gastrointestinal Medical Instrument Research, Korea University College of Medicine, Seoul, Republic of Korea
| | - In Kyung Yoo
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Institute of Gastrointestinal Medical Instrument Research, Korea University College of Medicine, Seoul, Republic of Korea
| | - Seung Han Kim
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Institute of Gastrointestinal Medical Instrument Research, Korea University College of Medicine, Seoul, Republic of Korea
| | - Hyuk Soon Choi
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Institute of Gastrointestinal Medical Instrument Research, Korea University College of Medicine, Seoul, Republic of Korea
| | - Bora Keum
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Institute of Gastrointestinal Medical Instrument Research, Korea University College of Medicine, Seoul, Republic of Korea
| | - Yeon Seok Seo
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Institute of Gastrointestinal Medical Instrument Research, Korea University College of Medicine, Seoul, Republic of Korea
| | - Yoon Tae Jeen
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Institute of Gastrointestinal Medical Instrument Research, Korea University College of Medicine, Seoul, Republic of Korea
| | - Hong Sik Lee
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Institute of Gastrointestinal Medical Instrument Research, Korea University College of Medicine, Seoul, Republic of Korea
| | - Soon Ho Um
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Institute of Gastrointestinal Medical Instrument Research, Korea University College of Medicine, Seoul, Republic of Korea
| | - Chang Duck Kim
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Institute of Gastrointestinal Medical Instrument Research, Korea University College of Medicine, Seoul, Republic of Korea
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Lelubre C, Bouzat P, Crippa IA, Taccone FS. Anemia management after acute brain injury. CRITICAL CARE : THE OFFICIAL JOURNAL OF THE CRITICAL CARE FORUM 2016; 20:152. [PMID: 27311626 PMCID: PMC4911680 DOI: 10.1186/s13054-016-1321-6] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Anemia is frequent among brain-injured patients, where it has been associated with an increased risk of poor outcome. The pathophysiology of anemia in this patient population remains multifactorial; moreover, whether anemia merely reflects a higher severity of the underlying disease or is a significant determinant of the neurological recovery of such patients remains unclear. Interestingly, the effects of red blood cell transfusions (RBCT) in moderately anemic patients remain controversial; although hemoglobin levels are increased, different studies observed only a modest and inconsistent improvement in cerebral oxygenation after RBCT and raised serious concerns about the risk of increased complications. Thus, considering this "blood transfusion anemia paradox", the optimal hemoglobin level to trigger RBCT in brain-injured patients has not been defined yet; also, there is insufficient evidence to provide strong recommendations regarding which hemoglobin level to target and which associated transfusion strategy (restrictive versus liberal) to select in this patient population. We summarize in this review article the more relevant studies evaluating the effects of anemia and RBCT in patients with an acute neurological condition; also, we propose some potential strategies to optimize transfusion management in such patients.
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Affiliation(s)
- Christophe Lelubre
- Department of Intensive Care, Hôpital Erasme, Université Libre de Bruxelles (ULB), Route de Lennik 808, 1070, Brussels, Belgium.,Laboratoire de Médecine Expérimentale, Université Libre de Bruxelles (ULB) - Unité 222, CHU Charleroi (Hôpital André Vésale), Rue de Gozée 706, Montigny-Le-Tilleul, Belgium
| | - Pierre Bouzat
- Department of Anaesthesiology and Critical Care, Grenoble University Hospital, Hôpital Albert Michallon, Avenue Maquis du Grésivaudan, Grenoble, F-38043, France.,Grenoble Neurosciences Institute, Grenoble Alpes University, Grenoble, F-38043, France
| | - Ilaria Alice Crippa
- Department of Intensive Care, Hôpital Erasme, Université Libre de Bruxelles (ULB), Route de Lennik 808, 1070, Brussels, Belgium
| | - Fabio Silvio Taccone
- Department of Intensive Care, Hôpital Erasme, Université Libre de Bruxelles (ULB), Route de Lennik 808, 1070, Brussels, Belgium.
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Long B, Koyfman A. Red Blood Cell Transfusion in the Emergency Department. J Emerg Med 2016; 51:120-30. [PMID: 27262735 DOI: 10.1016/j.jemermed.2016.04.010] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2016] [Accepted: 04/09/2016] [Indexed: 01/28/2023]
Abstract
BACKGROUND Transfusion of red blood cells (RBCs) is the primary management of anemia, which affects 90% of critically ill patients. Anemia has been associated with a poor prognosis in various settings, including critical illness. Recent literature has shown a hemoglobin transfusion threshold of 7 g/dL to be safe. This review examines several aspects of transfusion. OBJECTIVE We sought to provide emergency physicians with an updated review of indications for RBC transfusion in the emergency department. DISCUSSION The standard hemoglobin transfusion threshold was 10 g/dL. However, the body shows physiologic compensatory adaptations to chronic anemia. Transfusion reactions and infections are rare but can have significant morbidity and mortality. Products stored for <21 days have the lowest risk of reaction and infection. A restrictive threshold of 7 g/dL is recommended in the new American Association of Blood Banks guidelines and multiple meta-analyses and supported in gastrointestinal bleeding, sepsis, critical illness, and trauma. Patients with active ischemia in acute coronary syndrome and neurologic injury require additional study. The physician must consider the patient's hemodynamic status, comorbidities, risks and benefits of transfusion, and clinical setting in determining the need for transfusion. CONCLUSIONS RBC transfusion is not without risks, including transfusion reaction, infection, and potentially increased mortality. The age of transfusion products likely has no effect on products before 21 days of storage. A hemoglobin level of 7 g/dL is safe in the setting of critical illness, sepsis, gastrointestinal bleeding, and trauma. The clinician must evaluate and transfuse based on the clinical setting and patient hemodynamic status rather than using a specific threshold.
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Affiliation(s)
- Brit Long
- Department of Emergency Medicine, San Antonio Military Medical Center, Fort Sam Houston, Texas
| | - Alex Koyfman
- Department of Emergency Medicine, The University of Texas Southwestern Medical Center, Dallas, Texas
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Mirski MA, Frank SM, Kor DJ, Vincent JL, Holmes DR. Restrictive and liberal red cell transfusion strategies in adult patients: reconciling clinical data with best practice. CRITICAL CARE : THE OFFICIAL JOURNAL OF THE CRITICAL CARE FORUM 2015; 19:202. [PMID: 25939346 PMCID: PMC4419449 DOI: 10.1186/s13054-015-0912-y] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Red blood cell (RBC) transfusion guidelines correctly promote a general restrictive transfusion approach for anemic hospitalized patients. Such recommendations have been derived from evaluation of specific patient populations, and it is important to recognize that engaging a strict guideline approach has the potential to incur harm if the clinician fails to provide a comprehensive review of the patient’s physiological status in determining the benefit and risks of transfusion. We reviewed the data in support of a restrictive or a more liberal RBC transfusion practice, and examined the quality of the datasets and manner of their interpretation to provide better context by which a physician can make a sound decision regarding RBC transfusion therapy. Reviewed studies included PubMed-cited (1974 to 2013) prospective randomized clinical trials, prospective subset analyses of randomized studies, nonrandomized controlled trials, observational case series, consecutive and nonconsecutive case series, and review articles. Prospective randomized clinical trials were acknowledged and emphasized as the best-quality evidence. The results of the analysis support that restrictive RBC transfusion practices appear safe in the hospitalized populations studied, although patients with acute coronary syndromes, traumatic brain injury and patients at risk for brain or spinal cord ischemia were not well represented in the reviewed studies. The lack of quality data regarding the purported adverse effects of RBC transfusion at best suggests that restrictive strategies are no worse than liberal strategies under the studied protocol conditions, and RBC transfusion therapy in the majority of instances represents a marker for greater severity of illness. The conclusion is that in the majority of clinical settings a restrictive RBC transfusion strategy is cost-effective, reduces the risk of adverse events specific to transfusion, and introduces no harm. In anemic patients with ongoing hemorrhage, with risk of significant bleeding, or with concurrent ischemic brain, spinal cord, or myocardium, the optimal hemoglobin transfusion trigger remains unknown. Broad-based adherence to guideline approaches of therapy must respect the individual patient condition as interpreted by comprehensive clinical review.
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Affiliation(s)
- Marek A Mirski
- Johns Hopkins Medical Institutions, 1800 Orleans Street, Phipps 455b, Baltimore, MD, 21287, USA.
| | - Steven M Frank
- Johns Hopkins Medical Institutions, 1800 Orleans Street, Phipps 455b, Baltimore, MD, 21287, USA.
| | - Daryl J Kor
- Mayo Clinic College of Medicine, 200 First Street SW, Rochester, MN, 55905, USA.
| | - Jean-Louis Vincent
- Erasme Hospital, Free University of Brussels, Route de Lennik 808, 1070, Bruxelles, Belgium.
| | - David R Holmes
- Mayo Clinic College of Medicine, 200 First Street SW, Rochester, MN, 55905, USA.
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Lin CY, Chang CY, Sun CH, Li TY, Chen LC, Chang ST, Wu YT. Platelet count and early outcome in patients with spontaneous cerebellar hemorrhage: a retrospective study. PLoS One 2015; 10:e0119109. [PMID: 25781880 PMCID: PMC4364557 DOI: 10.1371/journal.pone.0119109] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2014] [Accepted: 01/28/2015] [Indexed: 11/18/2022] Open
Abstract
INTRODUCTION The importance of coagulation, hematology, and biochemical variables have been investigated in the stroke population but have not been systemically surveyed in cerebellar hemorrhage (CH) population. The aim of the study was to explore the predictive value of these factors for early outcome in this population. MATERIALS AND METHODS Eighty patients with acute spontaneous CH were retrospectively analyzed. Clinical and laboratory data were collected on admission for analysis. The patients were divided by Glasgow outcome scale (GOS) score at discharge into the good outcome group (GOS score 4 or 5) and the poor outcome group (GOS score 1, 2, or 3). The association between early outcome and clinical or laboratory variables were investigated by binary logistic regression. RESULTS There were 46 (57.5%) patients in the poor outcome group and 34 (42.5%) in the good outcome group. The platelet count (PC) was significantly lower in the poor outcome group (187.3 ± 53.0 × 10(9)/l) compared with good outcome group (244.9 ± 63.9 × 10(9)/l) (p < 0.001). Moreover, PC (OR 0.97; p = 0.004) was the strong predictor with poor early outcome. CONCLUSIONS We firstly show that lower PC is the independent predictor for poor early outcome in patients with spontaneous CH.
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Affiliation(s)
- Ching-Yueh Lin
- Department of Physical Medicine and Rehabilitation, Tri-Service General Hospital, National Defense Medical Center, No. 325, Sec. 2, Cheng-Kung Road, Neihu District, Taipei, Taiwan
- Department of Physical Medicine and Rehabilitation, School of Medicine, National Defense Medical Center, No.161, Sec. 6, Minquan East Road, Neihu District, Taipei, Taiwan
| | - Chih-Ya Chang
- Department of Physical Medicine and Rehabilitation, Tri-Service General Hospital, National Defense Medical Center, No. 325, Sec. 2, Cheng-Kung Road, Neihu District, Taipei, Taiwan
- Department of Physical Medicine and Rehabilitation, School of Medicine, National Defense Medical Center, No.161, Sec. 6, Minquan East Road, Neihu District, Taipei, Taiwan
| | - Chia-Hung Sun
- Department of Physical Medicine and Rehabilitation, Tri-Service General Hospital, National Defense Medical Center, No. 325, Sec. 2, Cheng-Kung Road, Neihu District, Taipei, Taiwan
- Department of Physical Medicine and Rehabilitation, School of Medicine, National Defense Medical Center, No.161, Sec. 6, Minquan East Road, Neihu District, Taipei, Taiwan
| | - Tsung-Ying Li
- Department of Physical Medicine and Rehabilitation, Tri-Service General Hospital, National Defense Medical Center, No. 325, Sec. 2, Cheng-Kung Road, Neihu District, Taipei, Taiwan
- Department of Physical Medicine and Rehabilitation, School of Medicine, National Defense Medical Center, No.161, Sec. 6, Minquan East Road, Neihu District, Taipei, Taiwan
| | - Liang-Cheng Chen
- Department of Physical Medicine and Rehabilitation, Tri-Service General Hospital, National Defense Medical Center, No. 325, Sec. 2, Cheng-Kung Road, Neihu District, Taipei, Taiwan
- Department of Physical Medicine and Rehabilitation, School of Medicine, National Defense Medical Center, No.161, Sec. 6, Minquan East Road, Neihu District, Taipei, Taiwan
| | - Shin-Tsu Chang
- Department of Physical Medicine and Rehabilitation, School of Medicine, National Defense Medical Center, No.161, Sec. 6, Minquan East Road, Neihu District, Taipei, Taiwan
- Department of Rehabilitation, Taichung Veterans General Hospital, No. 1650, Sec. 4, Taiwan Boulevard, Taichung, Taiwan
| | - Yung-Tsan Wu
- Department of Physical Medicine and Rehabilitation, Tri-Service General Hospital, National Defense Medical Center, No. 325, Sec. 2, Cheng-Kung Road, Neihu District, Taipei, Taiwan
- Department of Physical Medicine and Rehabilitation, School of Medicine, National Defense Medical Center, No.161, Sec. 6, Minquan East Road, Neihu District, Taipei, Taiwan
- * E-mail:
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Zhang ZL, Liu YG, Huang QB, Wang HW, Song Y, Xu ZK, Li F. Nuclear factor-κB activation in perihematomal brain tissue correlates with outcome in patients with intracerebral hemorrhage. J Neuroinflammation 2015; 12:53. [PMID: 25889503 PMCID: PMC4365516 DOI: 10.1186/s12974-015-0277-9] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2014] [Accepted: 03/04/2015] [Indexed: 11/17/2022] Open
Abstract
Background Nuclear factor-κB (NF-κB) plays an important role in the inflammatory response after intracerebral hemorrhage (ICH). We therefore proposed that NF-κB activation in perihematomal brain tissue might correlate with clinical outcome in patients with ICH. To confirm this, we studied clinical data of 45 patients with ICH and NF-κB activation in perihematomal brain tissue and analyzed predictors of clinical outcome as well as the predictive value of NF-κB activation. Methods Forty-five patients with spontaneous basal ganglia hemorrhage were prospectively investigated. The clinical data were collected, which include demographics, alcohol and tobacco abuse, stroke risk factors, neuroimaging variables at presentation, Glasgow Coma Scale (GCS) at admission, number of days in hospital, mechanical ventilation, pneumonia, and outcome. Clinical outcome was assessed by the modified Rankin Scale at 6 months after ICH. Perihematomal brain tissue was collected, and NF-κB activation was detected using immunohistochemistry. Univariate analysis and multivariate logistic regression analysis were performed to determine predictors of the poor outcome. Results Immunohistochemical detection showed that NF-κB p65 was expressed in the nuclei of neurons and glial cells in all patients. The number of nuclear NF-κB p65-positive cells was 54 ± 21. Six months after ICH, 18 (40%) patients achieved a favorable functional outcome (mRS ≤ 3) while 27 (60%) had a poor functional outcome (mRS 4 to 6). In univariate analysis, predictors of poor functional outcome were lower GCS score on admission (P = 0.004), larger hematoma volume (P = 0.004), intraventricular extension (P = 0.047), midline shift (P = 0.005), NF-κB activation (P < 0.0001), mechanical ventilation (P = 0.018), and co-morbidity with pneumonia (P = 0.002). In multivariate logistic regression analysis, NF-κB activation was the only independent predictor of poor outcome at 6 months after ICH. Conclusions NF-κB activation is closely related to clinical outcome 6 months after ICH in humans. Therefore, it could be useful to predict prognosis of ICH accurately and should be further evaluated as a target for therapeutic strategies of ICH in the future.
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Affiliation(s)
- Ze-Li Zhang
- Department of Emergency Surgery, Qilu Hospital of Shandong University, No. 107 Wenhuaxi Road, 250012, Jinan, Shandong Province, People's Republic of China.
| | - Yu-Guang Liu
- Department of Neurosurgery, Qilu Hospital of Shandong University and Brain Science Research Institute of Shandong University, No. 107 Wenhuaxi Road, 250012, Jinan, Shandong Province, People's Republic of China.
| | - Qi-Bing Huang
- Department of Emergency Surgery, Qilu Hospital of Shandong University, No. 107 Wenhuaxi Road, 250012, Jinan, Shandong Province, People's Republic of China.
| | - Hong-Wei Wang
- Department of Neurosurgery, Qilu Hospital of Shandong University and Brain Science Research Institute of Shandong University, No. 107 Wenhuaxi Road, 250012, Jinan, Shandong Province, People's Republic of China.
| | - Yan Song
- Department of Neurosurgery, Qilu Hospital of Shandong University and Brain Science Research Institute of Shandong University, No. 107 Wenhuaxi Road, 250012, Jinan, Shandong Province, People's Republic of China.
| | - Zhen-Kuan Xu
- Department of Neurosurgery, Qilu Hospital of Shandong University and Brain Science Research Institute of Shandong University, No. 107 Wenhuaxi Road, 250012, Jinan, Shandong Province, People's Republic of China.
| | - Feng Li
- Department of Neurosurgery, Qilu Hospital of Shandong University and Brain Science Research Institute of Shandong University, No. 107 Wenhuaxi Road, 250012, Jinan, Shandong Province, People's Republic of China.
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Lasek-Bal A, Holecki M, Stęposz A, Duława J. The impact of anemia on the course and short-term prognosis in patients with first ever ischemic stroke. Neurol Neurochir Pol 2015; 49:107-12. [PMID: 25890925 DOI: 10.1016/j.pjnns.2015.03.001] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2014] [Revised: 02/02/2015] [Accepted: 03/03/2015] [Indexed: 10/23/2022]
Abstract
BACKGROUND Anemia is the risk factor for cerebrovascular events. The aim of this study was to evaluate the prevalence of anemia among patients with first-ever stroke and its impact on neurological state in the acute phase of the disease and the degree of disability in short-term follow-up. PATIENTS AND METHODS The prospective study included 107 patients aged 72.81 ± 11.12 with the first-ever stroke. Each patient underwent CT of the head and blood tests, including Hb concentration on the first day of hospitalization. We have analyzed the neurological state on the first day of stroke by NIHSS and the functional status on the 14th day after the onset of stroke by mRankin scale in patients with and without anemia. Patients with anemia were additionally divided according to Hb level (less or over 11g/dl). RESULTS Patients with Hb≤ 11g/dl significantly more often achieved a score of 4-5 points on mRankin scale on the 14th day of stroke compared to patients with anemia and Hb>11g/dl. Independent predictors of a worse functional status on the 14th day of stroke in patients with anemia include the neurological state on the 1st day and the hemispheric location of stroke; an independent predictor of death was the neurological state on the 1st day of onset. CONCLUSION Mild anemia did not influence significantly the neurological condition in acute phase of stroke but worsened the functional status in subacute phase of stroke. The neurological state on the first day of stroke and the hemispheric location of cerebral ischemia are independent factors of poor prognosis in patients with anemia in short-term follow-up.
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Affiliation(s)
- Anetta Lasek-Bal
- Department of Neurology, Medical University of Silesia Hospital No. 7, Professor Leszek Giec Upper Silesian Medical Centre, Katowice, Poland.
| | - Michał Holecki
- Department of Internal Medicine and Metabolic Diseases, Medical University of Silesia Hospital No. 7, Professor Leszek Giec Upper Silesian Medical Centre, Katowice, Poland
| | - Arkadiusz Stęposz
- Department of Neurology, Medical University of Silesia Hospital No. 7, Professor Leszek Giec Upper Silesian Medical Centre, Katowice, Poland
| | - Jan Duława
- Department of Internal Medicine and Metabolic Diseases, Medical University of Silesia Hospital No. 7, Professor Leszek Giec Upper Silesian Medical Centre, Katowice, Poland
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Shander A, Goodnough LT, Javidroozi M, Auerbach M, Carson J, Ershler WB, Ghiglione M, Glaspy J, Lew I. Iron Deficiency Anemia—Bridging the Knowledge and Practice Gap. Transfus Med Rev 2014; 28:156-66. [DOI: 10.1016/j.tmrv.2014.05.001] [Citation(s) in RCA: 80] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2013] [Revised: 04/24/2014] [Accepted: 05/09/2014] [Indexed: 12/18/2022]
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Anemia on admission increases the risk of mortality at 6 months and 1 year in hemorrhagic stroke patients in China. J Stroke Cerebrovasc Dis 2014; 23:1500-5. [PMID: 24630830 DOI: 10.1016/j.jstrokecerebrovasdis.2013.12.020] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2013] [Accepted: 12/16/2013] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND The relationship between anemia and intracerebral hemorrhage is not clear. We investigated the associations between anemia at the onset and mortality or dependency in patients with intracerebral hemorrhage (ICH) registered at the China National Stroke Registry (CNSR). METHODS The CNSR recruited consecutive patients with diagnoses of ICH in 2007-2008. Their vascular risk factors, clinical presentations, and outcomes were recorded. The mortality and dependency at 1, 3, and 6 months and at 1 year were compared between ICH patients with and without anemia. A favorable outcome was defined as a modified Rankin Scale (mRS) score of 2 or less and a poor outcome as an mRS score of 3 or more. Multivariable logistic regression was performed to analyze the association between anemia and the 2 outcomes after adjusting for age, gender, body mass index, history of smoking and heavy drinking, National Institutes of Health Stroke Scale score on admission, random glucose value on admission, and hematoma volume. RESULTS Anemia was identified in 484 (19%) ICH patients. Compared with ICH patients without anemia, patients with anemia had no difference in mortality rate at discharge and at 1 month. The rate of mortality at 3 months, 6 months, 1 year, and dependency at 1 year were significantly higher for those patients with anemia than those without (P<.05, P<.001, P<.001, and P<.05, respectively). After adjusting for potential confounders, anemia was an independent risk factor for death at 6 months and 1 year (adjusted odds ratio [OR]=1.338, 95% confidence interval 1.01-1.78, and adjusted OR=1.326, 95% confidence interval 1.00-1.75) in ICH patients. CONCLUSIONS Anemia independently predicted mortality at 6 months and 1 year after the initial episode of intercerebral hemorrhage.
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Goya Y, Shibazaki K, Sakai K, Aoki J, Uemura J, Saji N, Isa K, Ohya Y, Kimura K. Brain natriuretic peptide upon admission as a biological marker of short-term mortality after intracerebral hemorrhage. Eur Neurol 2014; 71:203-7. [PMID: 24457596 DOI: 10.1159/000356198] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2013] [Accepted: 09/29/2013] [Indexed: 11/19/2022]
Abstract
BACKGROUND AND PURPOSE The purpose of the present study was to test the hypothesis that plasma brain natriuretic peptide (BNP) is associated with short-term mortality after intracerebral hemorrhage (ICH). METHODS We prospectively enrolled 271 patients (median age 72 years; 109 females) who were admitted within 24 h of ICH onset between April 2007 and July 2011 and in whom plasma BNP levels were measured upon admission. The patients were assigned to two groups according to survival within 1 month of ICH. Factors associated with mortality were determined by multivariate logistic regression analysis. RESULTS Within 1 month of ICH, 48 (17.7%) of the 271 enrolled patients died. The median (interquartile range) level of plasma BNP was significantly higher in the group of non-survivors than in the group of survivors [102.5 (48.7-205.0) vs. 32.4 (17.3-85.0) pg/ml; p < 0.001]. A cutoff BNP level of 60.0 pg/ml could predict death within 1 month of ICH. Multivariate logistic regression analysis showed that a plasma BNP of >60.0 pg/ml (OR 4.7; 95% CI 1.43-15.63; p = 0.011) was independently associated with mortality within 1 month after ICH. CONCLUSIONS A high BNP level upon admission is associated with mortality within 1 month after ICH.
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Affiliation(s)
- Yoshino Goya
- Department of Stroke Medicine, Kawasaki Medical School, Kurashiki, Japan
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Kellert L, Schrader F, Ringleb P, Steiner T, Bösel J. The impact of low hemoglobin levels and transfusion on critical care patients with severe ischemic stroke: STroke: RelevAnt Impact of HemoGlobin, Hematocrit and Transfusion (STRAIGHT)--an observational study. J Crit Care 2013; 29:236-40. [PMID: 24332995 DOI: 10.1016/j.jcrc.2013.11.008] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2013] [Revised: 09/19/2013] [Accepted: 11/04/2013] [Indexed: 11/28/2022]
Abstract
PURPOSE Optimal management of hemoglobin (Hb) and red blood cell transfusion (RBCT) in neurologic intensive care unit (NICU) patients has not been determined yet. Here we aimed to investigate the impact of anemia and transfusion activity in patients who had acute ischemic stroke. MATERIALS AND METHODS A retrospective analysis of clinical, laboratory, and outcome data of patients with severe acute ischemic stroke treated on our NICU between 2004 and 2011 was performed. RESULTS Of 109 patients, 97.2% developed anemia and 33% received RBCT. Significant correlations were found between NICU length of stay (NICU LOS) and lowest (nadir) Hb (correlation coefficient, -0.42, P < .001), Hb decrease (0.52, P < .001), nadir hematocrit (Hct; -0.43, P < .001), and Hct decrease (0.51, P < .001). Duration of mechanical ventilation (MV) was strongly associated with both nadir Hb (-0.41, P < .001) and decrease (0.42, P < .001) and nadir Hct (-0.43, P < .001) and decrease (0.40, P < .001). Red blood cell transfusion correlated with NICU LOS (0.33, P < .001) and with duration of MV (0.40, P < .001). None of these hematologic parameters correlated with in-hospital mortality or 90-day outcome. The linear regression model showed number of RBCT (0.29, P = .008), nadir Hb (-0.18, P = .049), Hb decrease (0.33, P < .001), nadir Hct (-0.18, P = .03), and Hct decrease (0.29, P < .001) to be independent predictors of NICU LOS. Duration of MV was also independently predicted by number of RBC transfusions (0.29, P < .001), nadir Hb (-0.20, P = .02), Hb decrease (0.25, P = .002), nadir Hct (-0.21, P = .015), and Hct decrease (0.26, P < .001). CONCLUSIONS Low and further decreasing Hb and Hct levels as well as RBCT activity are associated with prolonged NICU stay and duration of MV but not with mortality or long-term outcome. Our findings do not justify using a more aggressive transfusion practice at present.
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Affiliation(s)
- L Kellert
- Department of Neurology, University of Heidelberg, 69120 Heidelberg, Germany.
| | - F Schrader
- Department of Neurology, University of Heidelberg, 69120 Heidelberg, Germany
| | - P Ringleb
- Department of Neurology, University of Heidelberg, 69120 Heidelberg, Germany
| | - T Steiner
- Department of Neurology, University of Heidelberg, 69120 Heidelberg, Germany; Department of Neurology, Frankfurt Hoechst Hospital, Frankfurt am Main, Germany
| | - J Bösel
- Department of Neurology, University of Heidelberg, 69120 Heidelberg, Germany
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Chang TR, Boehme AK, Aysenne A, Albright KC, Burns C, Beasley TM, Martin-Schild S. Nadir hemoglobin is associated with poor outcome from intracerebral hemorrhage. SPRINGERPLUS 2013; 2:379. [PMID: 24010037 PMCID: PMC3755802 DOI: 10.1186/2193-1801-2-379] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/03/2013] [Accepted: 08/08/2013] [Indexed: 11/30/2022]
Abstract
Objective Examine the relationship between anemia and outcomes from intracerebral hemorrhage (ICH). Methods Patients admitted with spontaneous ICH between July 2008 and December 2010 were identified from our prospective stroke registry. Patients were divided into two groups based on admission hemoglobin (low vs. normal based on laboratory reference range for gender). Baseline characteristics were compared between groups using Chi-square, t-tests and Wilcoxon Rank Sum tests. Primary outcome was functional status at discharge, with modified Rankin Scale (mRS) 5–6 considered a poor outcome. Cumulative logit and logistic regression models were used to assess the relationships between baseline hemoglobin, nadir hemoglobin, and transfusion with outcomes. Results Of the 109 patients, 28% (n = 30) were anemic on admission. Baseline anemia did not predict the primary outcome. Nadir hemoglobin was associated with poor functional outcome at discharge (OR = 1.58, 95% CI 1.31-1.90, p < 0.0001) and remained significant after adjusting for age, baseline NIHSS, transfusion, and length of stay (OR = 1.43, 95% CI 1.06-1.94, p = 0.02). Patients who received a transfusion had 9 times greater odds of having a discharge mRS 5–6 (OR 9.37, 95% CI 2.84-30.88, p = 0.0002) compared with patients who did not receive transfusion. This was no longer statistically significant after adjusting for other factors impacting outcome (OR 4.01, 95% CI 0.64-25.32, p = 0.1392). Neither nadir hemoglobin nor transfusion was found to be independent predictors of in-hospital mortality. Conclusion This study suggests that nadir hemoglobin, not admission hemoglobin, can be used to predict poor functional outcome. Transfusion was not an independent predictor of poor outcome from ICH.
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Affiliation(s)
- Tiffany R Chang
- Department of Biostatistics, School of Public Health, University of Alabama at Birmingham, 35294 Birmingham, England ; Health Services and Outcomes Research Center for Outcome, Effectiveness Research and Education (COERE), Birmingham, England
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