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Zhao Z, Xiao K, Zhao S, Liu K, Huang F, Xiao H. Association between serum calcium level and the risk of acute kidney injury in ICU patients with subarachnoid hemorrhage: a retrospective cohort study. Front Neurol 2024; 15:1433653. [PMID: 39726758 PMCID: PMC11670206 DOI: 10.3389/fneur.2024.1433653] [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: 05/16/2024] [Accepted: 08/19/2024] [Indexed: 12/28/2024] Open
Abstract
Aim This study aimed to evaluate the association between serum calcium level and the risk of acute kidney injury (AKI) in patients with subarachnoid hemorrhage (SAH). Methods In this retrospective cohort study, data on adults from the Medical Information Mart for Intensive Care (MIMIC-III and MIMIC-IV) databases, spanning from 2008 to 2019, were extracted. In the logistic regression models, confounding variables, including age, white blood cell (WBC), systolic blood pressure (SBP), heart rate, blood urea nitrogen (BUN), glucose, international normalized ratio (INR), and the Charlson Comorbidity Index (CCI), were finally adjusted by stepwise regression. The outcome event was the occurrence of AKI after intensive care unit (ICU) admission. The univariate and multivariate logistic regression models were utilized to assess the association between serum calcium level and the risk of AKI in SAH patients, with odds ratios (ORs) and 95% confidence intervals (CIs). To further explore the association, subgroup analyses were performed, stratified by age, Glasgow Coma Scale (GCS) scores, drugs, and surgical methods. Results A total of 1,128 patients with SAH were included in the study, of which 457 patients developed AKI. Low levels of serum calcium were significantly associated with a high risk of AKI in patients with SAH, with an OR (95%CI) of 1.38 (1.01-1.89). Further subgroup analyses showed that low levels of calcium were significantly associated with a high risk of AKI in SAH patients aged ≥60 years (OR = 0.27, 95%CI: 0.09-0.83), who had GCS score ≥13 (OR = 1.57, 95%CI: 1.08-2.30), who did not use calcium channel blockers (CCB) (OR = 2.22, 95%CI: 1.16-4.25) and angiotensin-converting enzyme (ACE) inhibitors (OR = 1.51, 95%CI: 1.06-2.14), and who did not undergo aneurysm embolization (OR = 1.48, 95%CI: 1.01-2.17) and aneurysm clipping (OR = 1.45, 95%CI: 1.04-2.01). Conclusion The results of our study indicated that low levels of serum calcium were significantly associated with the risk of AKI in patients with SAH.
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Affiliation(s)
- Zhenlin Zhao
- Department of Neurosurgery, The Huadu District People's Hospital of Guangzhou, Guangzhou, Guangdong, China
| | - Kuntai Xiao
- Department of Neurosurgery, The Huadu District People's Hospital of Guangzhou, Guangzhou, Guangdong, China
| | - Sirong Zhao
- Department of Critical Care Medicine, The Huadu District People's Hospital of Guangzhou, Guangzhou, Guangdong, China
| | - Kangfeng Liu
- Department of Neurosurgery, The Huadu District People's Hospital of Guangzhou, Guangzhou, Guangdong, China
| | - Fu Huang
- Department of Neurosurgery, The Huadu District People's Hospital of Guangzhou, Guangzhou, Guangdong, China
| | - Hua Xiao
- Department of Neurosurgery, The Huadu District People's Hospital of Guangzhou, Guangzhou, Guangdong, China
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Kucukceylan M, Gulen M, Satar S, Acehan S, Gezercan Y, Acik V, Boga Z, Gorur M, Pehlivan M, Dengiz I. The Relationship Between Ionized Calcium Levels and Prognosis in Patients with Spontaneous Subarachnoid Hemorrhage. World Neurosurg 2024; 189:e467-e475. [PMID: 38909751 DOI: 10.1016/j.wneu.2024.06.086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Revised: 06/15/2024] [Accepted: 06/17/2024] [Indexed: 06/25/2024]
Abstract
BACKGROUND The serum calcium plays a role as a cofactor in critical steps such as cardiac contractility, vascular tone, and the coagulation cascade. This study aimed to determine if the level of ionized calcium can predict outcomes in patients with spontaneous subarachnoid hemorrhage (SAH) in the emergency department. METHODS The study was a retrospective cross-sectional case series. Patients aged 18 and over diagnosed with spontaneous SAH in the emergency department were included in the study. Patients' demographic characteristics, comorbidities, vital signs, laboratory parameters, World Federation of Neurosurgical Societies score, SAH grading according to the Fisher scale, needs of mechanical ventilation and inotropic treatment, administered treatments, complications, Rankin scores at discharge, and outcome were recorded in a standard data form. RESULTS A total of 267 patients were studied, with a mean age of 55.5 ± 13.4 years, and 53.9% (n = 144) were female. Hydrocephalus was present in 16.5% of patients. The average hospital stay was 20.4 ± 19.8 days. Mortality rate was 34.8% (n = 93). Mortality was significantly higher in patients with low calcium levels upon admission (P = 0.024). Ionized calcium levels during complication development independently predicted mortality (OR: 0.945, 95% CI: 0.898-0.996, P = 0.034). Patients with poor neurologic outcomes (Rankin: 3-6) had significantly lower initial ionized calcium levels (P = 0.002). CONCLUSIONS The ionized calcium level is a readily accessible blood gas parameter that assists clinicians in predicting functional independence and mortality at discharge in patients presenting to the emergency department with spontaneous SAH.
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Affiliation(s)
- Melike Kucukceylan
- Department of Emergency Medicine, Health Science University, Adana City Training and Research Hospital, Adana, Turkey
| | - Muge Gulen
- Department of Emergency Medicine, Health Science University, Adana City Training and Research Hospital, Adana, Turkey.
| | - Salim Satar
- Department of Emergency Medicine, Health Science University, Adana City Training and Research Hospital, Adana, Turkey
| | - Selen Acehan
- Department of Emergency Medicine, Health Science University, Adana City Training and Research Hospital, Adana, Turkey
| | - Yurdal Gezercan
- Department of Neurosurgery, Health Science University, Adana City Training and Research Hospital, Adana, Turkey
| | - Vedat Acik
- Department of Neurosurgery, Health Science University, Adana City Training and Research Hospital, Adana, Turkey
| | - Zeki Boga
- Department of Neurosurgery, Health Science University, Adana City Training and Research Hospital, Adana, Turkey
| | - Mehmet Gorur
- Department of Emergency Medicine, Health Science University, Adana City Training and Research Hospital, Adana, Turkey
| | - Mert Pehlivan
- Department of Emergency Medicine, Health Science University, Adana City Training and Research Hospital, Adana, Turkey
| | - Ihsan Dengiz
- Department of Emergency Medicine, Health Science University, Adana City Training and Research Hospital, Adana, Turkey
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Chen L, Ma H, Zhang B. Can baseline serum calcium levels predict outcomes of intracerebral hemorrhage? A systematic review and meta-analysis. J Clin Neurosci 2024; 126:164-172. [PMID: 38917643 DOI: 10.1016/j.jocn.2024.06.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2024] [Revised: 06/09/2024] [Accepted: 06/19/2024] [Indexed: 06/27/2024]
Abstract
OBJECTIVE The prognostic role of baseline calcium levels in patients with intracerebral hemorrhage (ICH) is conflicting. We aimed to conduct the first meta-analysis in the literature to examine if baseline calcium levels can predict outcomes after ICH. METHODS English-language studies listed on the databases of Embase, PubMed, ScienceDirect, and Web of Science were searched up to 20th November 2023. Meta-analysis was conducted for baseline hematoma volume, hematoma expansion, unfavorable functional outcome, and mortality. RESULTS Ten studies were included. Meta-analysis showed that patients with hypocalcemia have significantly higher baseline hematoma volume (MD: 8.6 95 % CI: 3.30, 13.90 I2 = 88 %) but did not have a higher risk of hematoma expansion (OR: 1.82 95 % CI: 0.89, 3.73 I2 = 82 %). Meta-analysis of crude (OR: 1.86 95 % CI: 1.25, 2.78 I2 = 63 %) and adjusted data (OR: 2.05 95 % CI: 1.27, 3.28 I2 = 64 %) showed those with hypocalcemia had a significantly higher risk of unfavorable functional outcomes. Meta-analysis of both crude (OR: 2.09 95 % CI: 1.51, 2.88 I2 = 80 %) and adjusted data (OR: 1.38 95 % CI: 1.14, 1.69 I2 = 70 %) also demonstrated a significantly higher risk of mortality in patients with hypocalcemia. CONCLUSION Baseline serum calcium may have a prognostic role in ICH. Hypocalcemia at baseline may lead to large hematoma volume and poor functional and survival outcomes. However, there seems to be no relation between hypocalcemia and the risk of hematoma expansion. Further studies examining the role of calcium on ICH prognosis are needed.
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Affiliation(s)
- Long Chen
- Department of Neurology, Huzhou Central Hospital, Affiliated Central Hospital of HuZhou University, Huzhou City, Zhejiang Province, China
| | - Honggang Ma
- Department of Neurology, Huzhou Central Hospital, Affiliated Central Hospital of HuZhou University, Huzhou City, Zhejiang Province, China
| | - Bing Zhang
- Department of Neurology, Huzhou Central Hospital, Affiliated Central Hospital of HuZhou University, Huzhou City, Zhejiang Province, China.
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Enriquez de Salamanca Gambara R, Sanz-García A, del Pozo Vegas C, López-Izquierdo R, Sánchez Soberón I, Delgado Benito JF, Martínez Diaz R, Pérez-Oleaga CM, López NMM, Domínguez Azpíroz I, Martín-Rodríguez F. A Comparison of the Clinical Characteristics of Short-, Mid-, and Long-Term Mortality in Patients Attended by the Emergency Medical Services: An Observational Study. Diagnostics (Basel) 2024; 14:1292. [PMID: 38928707 PMCID: PMC11203341 DOI: 10.3390/diagnostics14121292] [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: 05/09/2024] [Revised: 06/14/2024] [Accepted: 06/15/2024] [Indexed: 06/28/2024] Open
Abstract
AIM The development of predictive models for patients treated by emergency medical services (EMS) is on the rise in the emergency field. However, how these models evolve over time has not been studied. The objective of the present work is to compare the characteristics of patients who present mortality in the short, medium and long term, and to derive and validate a predictive model for each mortality time. METHODS A prospective multicenter study was conducted, which included adult patients with unselected acute illness who were treated by EMS. The primary outcome was noncumulative mortality from all causes by time windows including 30-day mortality, 31- to 180-day mortality, and 181- to 365-day mortality. Prehospital predictors included demographic variables, standard vital signs, prehospital laboratory tests, and comorbidities. RESULTS A total of 4830 patients were enrolled. The noncumulative mortalities at 30, 180, and 365 days were 10.8%, 6.6%, and 3.5%, respectively. The best predictive value was shown for 30-day mortality (AUC = 0.930; 95% CI: 0.919-0.940), followed by 180-day (AUC = 0.852; 95% CI: 0.832-0.871) and 365-day (AUC = 0.806; 95% CI: 0.778-0.833) mortality. DISCUSSION Rapid characterization of patients at risk of short-, medium-, or long-term mortality could help EMS to improve the treatment of patients suffering from acute illnesses.
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Affiliation(s)
| | - Ancor Sanz-García
- Faculty of Health Sciences, Universidad de Castilla la Mancha, 45600 Talavera de la Reina, Spain
| | - Carlos del Pozo Vegas
- Faculty of Medicine, Universidad de Valladolid, 47011 Valladolid, Spain; (C.d.P.V.); (F.M.-R.)
- Emergency Department, Hospital Clínico Universitario, 47003 Valladolid, Spain
| | - Raúl López-Izquierdo
- Emergency Department, Hospital Universitario Rio Hortega, 47012 Valladolid, Spain; (R.E.d.S.G.); (R.L.-I.)
- Faculty of Medicine, Universidad de Valladolid, 47011 Valladolid, Spain; (C.d.P.V.); (F.M.-R.)
- CIBER of Respiratory Diseases (CIBERES), Institute of Health Carlos III, 28029 Madrid, Spain
| | - Irene Sánchez Soberón
- Advanced Life Support, Emergency Medical Services (SACYL), 47007 Valladolid, Spain; (I.S.S.); (J.F.D.B.)
| | - Juan F. Delgado Benito
- Advanced Life Support, Emergency Medical Services (SACYL), 47007 Valladolid, Spain; (I.S.S.); (J.F.D.B.)
| | - Raquel Martínez Diaz
- Department of Project Management, Universidad Europea del Atlántico, 39011 Santander, Spain; (R.M.D.); (C.M.P.-O.); (N.M.M.L.); (I.D.A.)
- Department of Project Management, Universidad Internacional Iberoamericana, Campeche 24560, Mexico
- Department of Project Management, Universidad de La Romana, La Romana 22000, Dominican Republic
| | - Cristina Mazas Pérez-Oleaga
- Department of Project Management, Universidad Europea del Atlántico, 39011 Santander, Spain; (R.M.D.); (C.M.P.-O.); (N.M.M.L.); (I.D.A.)
- Department of Project Management, Universidad Internacional Iberoamericana, Arecibo 00613, Puerto Rico
- Department of Project Management, Universidade Internacional do Cuanza, Cuito EN250, Angola
| | - Nohora Milena Martínez López
- Department of Project Management, Universidad Europea del Atlántico, 39011 Santander, Spain; (R.M.D.); (C.M.P.-O.); (N.M.M.L.); (I.D.A.)
- Department of Project Management, Universidad Internacional Iberoamericana, Campeche 24560, Mexico
- Fundación Universitaria Internacional de Colombia, Bogotá 111321, Colombia
| | - Irma Domínguez Azpíroz
- Department of Project Management, Universidad Europea del Atlántico, 39011 Santander, Spain; (R.M.D.); (C.M.P.-O.); (N.M.M.L.); (I.D.A.)
- Department of Project Management, Universidad Internacional Iberoamericana, Campeche 24560, Mexico
- Department of Project Management, Universidad de La Romana, La Romana 22000, Dominican Republic
| | - Francisco Martín-Rodríguez
- Faculty of Medicine, Universidad de Valladolid, 47011 Valladolid, Spain; (C.d.P.V.); (F.M.-R.)
- Advanced Life Support, Emergency Medical Services (SACYL), 47007 Valladolid, Spain; (I.S.S.); (J.F.D.B.)
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Gao Y, Zong C, Liu H, Zhang K, Yang H, Wang Y, Li Y, Song B, Xu Y. Clinical features and associated factors of coexisting intracerebral hemorrhage in patients with cerebral small vessel disease: a cross-sectional study. Sci Rep 2024; 14:5596. [PMID: 38454101 PMCID: PMC10920749 DOI: 10.1038/s41598-024-55968-9] [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: 09/26/2023] [Accepted: 02/29/2024] [Indexed: 03/09/2024] Open
Abstract
Intracerebral hemorrhage (ICH) is generally considered to be closely related to cerebral small vessel disease (CSVD), leading to a poor prognosis. However, the coexistence of ICH in general CSVD patients and related factors remain underreported. In our cross-sectional study, we screened 414 CSVD patients from a database at the Department of Neurology, First Affiliated Hospital of Zhengzhou University (September 2018 to April 2022). Imaging biomarkers of CSVD and coexisting ICH lesion were assessed. Factors associated with coexisting ICH in CSVD were determined using multivariate logistic regression analysis. ICH was observed in 59 patients (14.3%). Multivariate logistic regression showed that previous history of ischemic stroke or transient ischemic attack (OR 5.189, 95%CI 2.572-10.467, P < 0.001), high-grade perivascular space in the basal ganglia (n > 10) (OR 2.051, 95%CI 1.044-4.027, P = 0.037) and low adjusted calcium-phosphorus product (OR 0.728 per 1 [mmol/L]2 increase, 95%CI 0.531-0.998, P = 0.049) were associated with coexisting ICH in CSVD patients. The considerable proportion of coexisting ICH and revelation of associated factors in general CSVD patients alert physicians of the potential risk of the reoccurrence of ICH, and might have a significant impact on therapeutic strategies.
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Affiliation(s)
- Yuan Gao
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, No. 1 Eastern Jianshe Road, Erqi District, Zhengzhou, 450052, Henan Province, China
| | - Ce Zong
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, No. 1 Eastern Jianshe Road, Erqi District, Zhengzhou, 450052, Henan Province, China
| | - Hongbing Liu
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, No. 1 Eastern Jianshe Road, Erqi District, Zhengzhou, 450052, Henan Province, China
| | - Ke Zhang
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, No. 1 Eastern Jianshe Road, Erqi District, Zhengzhou, 450052, Henan Province, China
| | - Hongxun Yang
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, No. 1 Eastern Jianshe Road, Erqi District, Zhengzhou, 450052, Henan Province, China
| | - Yunchao Wang
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, No. 1 Eastern Jianshe Road, Erqi District, Zhengzhou, 450052, Henan Province, China
| | - Yusheng Li
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, No. 1 Eastern Jianshe Road, Erqi District, Zhengzhou, 450052, Henan Province, China
| | - Bo Song
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, No. 1 Eastern Jianshe Road, Erqi District, Zhengzhou, 450052, Henan Province, China
| | - Yuming Xu
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, No. 1 Eastern Jianshe Road, Erqi District, Zhengzhou, 450052, Henan Province, China.
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Liu M, Xiong Y, Hua X, Huang L, He W, You C, Liu M, Wu S. Prognostic value of day-of-event serum calcium and magnesium for predicting 1-year prognosis after intracerebral hemorrhage. Neurol Sci 2023; 44:3957-3965. [PMID: 37291394 DOI: 10.1007/s10072-023-06886-7] [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: 03/19/2023] [Accepted: 05/31/2023] [Indexed: 06/10/2023]
Abstract
AIM To investigate whether serum calcium and magnesium on the day of symptom onset contribute to prognosis at 1 year after intracerebral hemorrhage (ICH). METHODS We prospectively enrolled patients admitted < 24 h after symptom onset of primary ICH to West China Hospital between January 2012 and October 2014. Blood samples were collected at admission to determine the concentration of serum calcium and magnesium. We analyzed associations of the serum concentration of calcium and magnesium with unfavorable outcome (defined as modified Rankin scale, mRS ≥ 3) at 1 year. RESULTS We included 874 patients (mean age 59.1 ± 13.5 years, 67.6% males), of whom 470 patients had mRS ≥ 3 and 284 patients died at 1 year. Compared to patients with the highest tertile level of calcium concentration (≥ 2.29 mmol/L), patients in the lowest tertile (≤ 2.15 mmol/L) had higher odds of unfavorable outcome (odds ratio, OR 1.61, 95% confidence interval [CI] 1.04-2.50, P = 0.034). The Kaplan-Meier survival curve revealed a significant difference of cumulative survival rate across calcium tertiles (log-rank P value = 0.038). There was no significant association between serum concentration of magnesium and functional outcome at 1 year. CONCLUSION A reduced serum concentration of calcium on the day-of-event was associated with unfavorable outcome at 1 year after ICH. Future studies are needed to illustrate the pathophysiological mechanism of calcium and whether calcium could be a treatment target for improving outcomes after ICH.
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Affiliation(s)
- Meng Liu
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China
| | - Yao Xiong
- The Affiliated Hospital of Southwest Jiaotong University &, The Third People's Hospital of Chengdu, Chengdu, 610031, Sichuan, China
| | - Xing Hua
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China
| | - Linrui Huang
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China
| | - Weihong He
- Department of Physiology, West China School of Basic Medical Sciences and Forensic Medicine, Sichuan University, Chengdu, 610041, Sichuan, China
| | - Chao You
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China
| | - Ming Liu
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China
| | - Simiao Wu
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China.
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Lv XN, Li ZQ, Li Q. Blood-Based Biomarkers in Intracerebral Hemorrhage. J Clin Med 2023; 12:6562. [PMID: 37892701 PMCID: PMC10607631 DOI: 10.3390/jcm12206562] [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: 08/07/2023] [Revised: 10/11/2023] [Accepted: 10/13/2023] [Indexed: 10/29/2023] Open
Abstract
Intracerebral hemorrhage (ICH) is one of the most lethal subtypes of stroke, associated with high morbidity and mortality. Prevention of hematoma growth and perihematomal edema expansion are promising therapeutic targets currently under investigation. Despite recent improvements in the management of ICH, the ideal treatments are still to be determined. Early stratification and triage of ICH patients enable the adjustment of the standard of care in keeping with the personalized medicine principles. In recent years, research efforts have been concentrated on the development and validation of blood-based biomarkers. The benefit of looking for blood candidate markers is obvious because of their acceptance in terms of sample collection by the general population compared to any other body fluid. Given their ease of accessibility in clinical practice, blood-based biomarkers have been widely used as potential diagnostic, predictive, and prognostic markers. This review identifies some relevant and potentially promising blood biomarkers for ICH. These blood-based markers are summarized by their roles in clinical practice. Well-designed and large-scale studies are required to validate the use of all these biomarkers in the future.
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Affiliation(s)
- Xin-Ni Lv
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China; (X.-N.L.); (Z.-Q.L.)
| | - Zuo-Qiao Li
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China; (X.-N.L.); (Z.-Q.L.)
| | - Qi Li
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China; (X.-N.L.); (Z.-Q.L.)
- Department of Neurology, The Second Affiliated Hospital of Anhui Medical University, Hefei 230601, China
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Badarni K, Harush N, Andrawus E, Bahouth H, Bar-Lavie Y, Raz A, Roimi M, Epstein D. Association Between Admission Ionized Calcium Level and Neurological Outcome of Patients with Isolated Severe Traumatic Brain Injury: A Retrospective Cohort Study. Neurocrit Care 2023; 39:386-398. [PMID: 36854866 DOI: 10.1007/s12028-023-01687-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Accepted: 01/30/2023] [Indexed: 03/02/2023]
Abstract
BACKGROUND Traumatic brain injury (TBI) is a leading cause of death and disability worldwide. Pathophysiological processes following initial insult are complex and not fully understood. Ionized calcium (Ca++) is an essential cofactor in the coagulation cascade and platelet aggregation, and hypocalcemia may contribute to the progression of intracranial bleeding. On the other hand, Ca++ is an important mediator of cell damage after TBI and cellular hypocalcemia may have a neuroprotective effect after brain injury. We hypothesized that early hypocalcemia might have an adverse effect on the neurological outcome of patients suffering from isolated severe TBI. In this study, we aimed to evaluate the relationship between admission Ca++ level and the neurological outcome of these patients. METHODS This was a retrospective, single-center, cohort study of all patients admitted between January 2014 and December 2020 due to isolated severe TBI, which was defined as head abbreviated injury score ≥ 4 and an absence of severe (abbreviated injury score > 2) extracranial injuries. The primary outcome was a favorable neurological status at discharge, defined by a modified Rankin Scale of 0-2. Multivariable logistic regression was performed to determine whether admission hypocalcemia (Ca++ < 1.16 mmol L-1) is an independent predictor of neurological status at discharge. RESULTS The final analysis included 201 patients. Hypocalcemia was common among patients with isolated severe TBI (73.1%). Most of the patients had mild hypocalcemia (1 < Ca++ < 1.16 mmol L-1), and only 13 (6.5%) patients had Ca++ ≤ 1.00 mmol L-1. In the entire cohort, hypocalcemia was independently associated with higher rates of good neurological status at discharge (adjusted odds ratio of 3.03, 95% confidence interval 1.11-8.33, p = 0.03). In the subgroup of 81 patients with an admission Glasgow Coma Scale > 8, 52 (64.2%) had hypocalcemia. Good neurological status at discharge was recorded in 28 (53.8%) of hypocalcemic patients compared with 14 (17.2%) of those with normal Ca++ (p = 0.002). In multivariate analyses, hypocalcemia was independently associated with good neurological status at discharge (adjusted odds ratio of 6.67, 95% confidence interval 1.39-33.33, p = 0.02). CONCLUSIONS Our study demonstrates that among patients with isolated severe TBI, mild admission hypocalcemia is associated with better neurological status at hospital discharge. The prognostic value of Ca++ may be greater among patients with admission Glasgow Coma Scale > 8. Trials are needed to investigate the role of hypocalcemia in brain injury.
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Affiliation(s)
- Karawan Badarni
- Critical Care Division, Rambam Health Care Campus, Haifa, Israel.
| | - Noi Harush
- Ruth and Bruce Rappaport Faculty of Medicine, Technion, Haifa, Israel
| | - Elias Andrawus
- Critical Care Division, Rambam Health Care Campus, Haifa, Israel
| | - Hany Bahouth
- Ruth and Bruce Rappaport Faculty of Medicine, Technion, Haifa, Israel
- Trauma and Emergency Surgery, Rambam Health Care Campus, Haifa, Israel
| | - Yaron Bar-Lavie
- Critical Care Division, Rambam Health Care Campus, Haifa, Israel
- Ruth and Bruce Rappaport Faculty of Medicine, Technion, Haifa, Israel
| | - Aeyal Raz
- Ruth and Bruce Rappaport Faculty of Medicine, Technion, Haifa, Israel
- Department of Anesthesiology, Rambam Health Care Campus, Haifa, Israel
| | - Michael Roimi
- Critical Care Division, Rambam Health Care Campus, Haifa, Israel
| | - Danny Epstein
- Critical Care Division, Rambam Health Care Campus, Haifa, Israel
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Li T, Zhuang D, Cai S, Ding F, Tian F, Huang M, Li L, Chen W, Li K, Sheng J. Low serum calcium is a novel predictor of unfavorable prognosis after traumatic brain injury. Heliyon 2023; 9:e18475. [PMID: 37576228 PMCID: PMC10412893 DOI: 10.1016/j.heliyon.2023.e18475] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 06/21/2023] [Accepted: 07/19/2023] [Indexed: 08/15/2023] Open
Abstract
Background Accurate and convenient serological markers for prognosis after traumatic brain injury (TBI) are still lacking. We aimed to explore the predictive value of serum calcium for prognosing outcomes within 6 months after TBI. Methods In this multicenter retrospective study, 1255 and 719 patients were included in development and validation cohorts, respectively, and their 6-month prognoses were recorded. Serum calcium was measured through routine blood tests within 24 h of hospital admission. Two multivariate predictive models with or without serum calcium for prognosis were developed. Receiver operating characteristics and calibration curves were applied to estimate their performance. Results The patients with lower serum calcium levels had a higher frequency of unfavorable 6-month prognosis than those without. Lower serum calcium level at admission was associated with an unfavorable 6-month prognosis in a wide spectrum of patients with TBI. Lower serum calcium level and our prognostic model including calcium performed well in predicting the 6-month unfavorable outcome. The calcium nomogram maintained excellent performance in discrimination and calibration in the external validation cohort. Conclusions Lower serum calcium level upon admission is an independent risk factor for an unfavorable 6-month prognosis after TBI. Integrating serum calcium into a multivariate predictive model improves the performance for predicting 6-month unfavorable outcomes.
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Affiliation(s)
- Tian Li
- Shantou University Medical College, Department of Microbiology and Immunology & Guangdong Provincial Key Laboratory of Infectious Diseases and Molecular Immunopathology, Shantou, Guangdong, China
| | - Dongzhou Zhuang
- First Affiliated Hospital of Shantou University Medical College, Department of Neurosurgery, Shantou, Guangdong, China
- Fuzong Clinical Medical College of Fujian Medical University, Department of Neurosurgery, Fuzhou, Fujian, China
| | - Shirong Cai
- First Affiliated Hospital of Shantou University Medical College, Department of Neurosurgery, Shantou, Guangdong, China
| | - Faxiu Ding
- First Affiliated Hospital of Shantou University Medical College, Department of Neurosurgery, Shantou, Guangdong, China
| | - Fei Tian
- Second Affiliated Hospital of Shantou University Medical College, Department of Neurosurgery, Shantou, Guangdong, China
| | - Mindong Huang
- Affiliated Jieyang Hospital of Sun Yat-sen University, Department of Neurosurgery, Jieyang, Guangdong, China
| | - Lianjie Li
- Fuzong Clinical Medical College of Fujian Medical University, Department of Neurosurgery, Fuzhou, Fujian, China
| | - Weiqiang Chen
- First Affiliated Hospital of Shantou University Medical College, Department of Neurosurgery, Shantou, Guangdong, China
| | - Kangsheng Li
- Shantou University Medical College, Department of Microbiology and Immunology & Guangdong Provincial Key Laboratory of Infectious Diseases and Molecular Immunopathology, Shantou, Guangdong, China
| | - Jiangtao Sheng
- Shantou University Medical College, Department of Microbiology and Immunology & Guangdong Provincial Key Laboratory of Infectious Diseases and Molecular Immunopathology, Shantou, Guangdong, China
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10
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Gu F, Zhao W, Duan X, Zhang Y, Luo X, Chen G, Jin X, Pan H, Gao F, Wu H. Association of hypocalcemia with in-hospital mortality in critically ill patients with intracerebral hemorrhage: A retrospective cohort study. Front Neurol 2023; 13:1054098. [PMID: 36698873 PMCID: PMC9868589 DOI: 10.3389/fneur.2022.1054098] [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: 09/26/2022] [Accepted: 12/19/2022] [Indexed: 01/11/2023] Open
Abstract
Background and purpose There was little evidence to study the relationship between hypocalcemia and mortality among critically ill patients with intracerebral hemorrhage (ICH) aged ≥16 years. This study aimed to determine the potential association between hypocalcemia and in-hospital and ICU mortality in patients with ICH in the United States. Methods We analyzed 1,954 patients with ICH from the e-Intensive Care Unit Collaborative Research Database and divided them into hypocalcemia and non-hypocalcemia groups. Hypocalcemia was defined as albumin-adjusted total calcium below 8.4 mg/dl. The primary and secondary outcomes were hospital and ICU mortality, respectively. We performed multivariable regression and subgroup analyses to evaluate the association of hypocalcemia with hospital and ICU mortality. Cumulative survival rate analysis was performed using Kaplan-Meier curves with log-rank statistics. Results We enrolled 1,954 patients with ICH who had been hospitalized in ICU for >24 h and were older than 16 years (average age, 61.8 years; men, 56.7%). We noted that 373 (19%) hospital mortality occurred, including 235 (12%) ICU mortality. In this sample, 195 patients had hypocalcemia. Multivariable logistic regression analyses showed that hypocalcemia was associated with a 67% increased risk of in-hospital and a 72% increased risk of ICU mortality. This association was consistent across subgroup analyses. Conclusions Hypocalcemia was associated with a high risk of hospital and ICU mortality among critically ill patients with ICH. Future prospective, randomized, controlled studies are needed to confirm our results.
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Affiliation(s)
- Fang Gu
- Center for Reproductive Medicine, Department of Pediatrics, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Wenyan Zhao
- Center for General Practice Medicine, Department of General Practice Medicine, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Xiangjie Duan
- Department of Infectious Diseases, The First People's Hospital of Changde, Changde, Hunan, China
| | - Ying Zhang
- Center for Reproductive Medicine, Department of Pediatrics, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Xiaoming Luo
- Center for Reproductive Medicine, Department of Pediatrics, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Guoqing Chen
- Center for Reproductive Medicine, Department of Pediatrics, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Xiaoli Jin
- Center for Reproductive Medicine, Department of Pediatrics, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Hangli Pan
- Department of Pediatrics, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
| | - Faliang Gao
- Center for Rehabilitation Medicine, Department of Neurosurgery, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China,Key Laboratory of Endocrine Gland Diseases of Zhejiang Province, Hangzhou, Zhejiang, China,Faliang Gao ✉
| | - Huadong Wu
- Center for Rehabilitation Medicine, Department of Neurology, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China,*Correspondence: Huadong Wu ✉
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11
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Early Prediction of Cerebral Computed Tomography under Intelligent Segmentation Algorithm Combined with Serological Indexes for Hematoma Enlargement after Intracerebral Hemorrhage. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2022; 2022:5863082. [PMID: 35747135 PMCID: PMC9213170 DOI: 10.1155/2022/5863082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/20/2022] [Revised: 05/08/2022] [Accepted: 05/11/2022] [Indexed: 12/04/2022]
Abstract
The aim of this study was to explore the application value of brain computed tomography (CT) images under intelligent segmentation algorithm and serological indexes in the early prediction of hematoma enlargement in patients with intracerebral hemorrhage (ICH). Fuzzy C-means (FCM) intelligence segmentation algorithm was introduced, and 150 patients with early ICH were selected as the research objects. Patient cerebral CT images were intelligently segmented to assess the diagnostic value of this algorithm. According to different hematoma volumes during CT examination, patients were divided into observation group (hematoma enlargement occurred, n = 48) and control group (no hematoma enlargement occurred, n = 102). The predicative value of hematoma enlargement after ICH was investigated by assessing CT image quality and measuring intracerebral edema, hematoma volume, and serological indicators of the patients of the two groups. The results demonstrated that the sensitivity, specificity, and accuracy of CT images processed by intelligence segmentation algorithm amounted to 0.894, 0.898, and 0.930, respectively. Besides, early edema enlargement and hematoma of patients in the observation group were more significant than those of patients in the control group. Relative edema volume was 0.912, which was apparently lower than that in the control group (1.017) (P < 0.05). In terms of CT signs of ICH patients, the incidence of blend sign, low density sign, and stroke of the observation group was evidently higher than those of the control group (P < 0.05). Besides, absolute lymphocyte count (ALC) and hemoglobin (HGB) concentration of the patients in the observation group were 6.23 × 109/L and 6.29 × 109/L, respectively, both of which were higher than those of the control group (6.08 × 109/L and 4.25 × 109/L). Neutrophil to lymphocyte ratio (NLR) was 0.99 × 109/L, which was apparently lower than that in the control group (1.43 × 109/L) (P < 0.05). To sum up, cerebral CT images processed by FCM algorithm showed good diagnostic effect on ICH and high clinical values in the early prediction of hematoma among ICH patients.
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12
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Wei J, Zhao L, Liao J, Du X, Gong H, Tan Q, Lei M, Zhao R, Wang D, Liu Q. Large Relative Surface Area of Hematomas Predict a Poor Outcome in Patients with Spontaneous Intracerebral Hemorrhage. J Stroke Cerebrovasc Dis 2022; 31:106381. [DOI: 10.1016/j.jstrokecerebrovasdis.2022.106381] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2021] [Revised: 01/10/2022] [Accepted: 01/29/2022] [Indexed: 10/18/2022] Open
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13
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Gon Y, Kabata D, Mochizuki H. Response to correspondence concerning "Association between kidney function and intracerebral hematoma volume". J Clin Neurosci 2022; 99:390-391. [PMID: 35219549 DOI: 10.1016/j.jocn.2022.02.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Accepted: 02/16/2022] [Indexed: 10/19/2022]
Affiliation(s)
- Yasufumi Gon
- Department of Neurology, Osaka University Graduate School of Medicine, Osaka, Japan.
| | - Daijiro Kabata
- Department of Medical Statistics, Osaka City University Graduate School of Medicine, Osaka, Japan; Department of Advanced Interdisciplinary Studies, The University of Tokyo Graduate School of Engineering, Tokyo, Japan.
| | - Hideki Mochizuki
- Department of Neurology, Osaka University Graduate School of Medicine, Osaka, Japan
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14
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Zhang P, Tu Q, Ni Z, Zheng Z, Chen Y, Yan L, Bao H, Zhuge Q, Ni H. Association between serum calcium level and hemorrhagic progression in patients with traumatic intraparenchymal hemorrhage: Investigating the mediation and interaction effects of coagulopathy. J Neurotrauma 2022; 39:508-519. [PMID: 35102758 DOI: 10.1089/neu.2021.0388] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
In this study, we investigate the association of serum calcium with coagulopathy and hemorrhagic progression contusion (HPC) in patients with traumatic intraparenchymal hemorrhage (tIPH), and further explored the interaction and mediation effect between serum calcium as well as coagulopathy on HPC. Retrospective analyses of patients with tIPH admitted to the First Affiliated Hospital of Wenzhou Medical University between January 2016 to December 2019. The clinical data, coagulation parameters, and serum calcium levels were collected for further analysis. Multivariate logistic regression analysis was applied to identify the association of serum calcium level with coagulopathy and HPC. Causal mediation analysis (CMA) and additive interaction model were used to estimate the interaction and mediation effect between serum calcium as well as coagulopathy on HPC. Additionally, we repeated the analysis using corrected calcium. A total of 473 patients were included in this study. Of these, 54 (11.4%) patients had hypocalcemia at admission, 105 (22.2%) presented with coagulopathy, and 187 (39.5%) experienced HPC. Admission serum calcium level in patients presented with coagulopathy and HPC were 8.84 [IQR: 8.44-9.40] and 8.92 [IQR: 8.48-9.40] mg/dL respectively, which were significantly lower than that of patients without (9.10 [IQR: 8.68-9.88] and 9.12 [IQR: 8.72-9.89] mg/dL; all p < 0.001). Multivariate logistic regression analysis identified that hypocalcemia emerged as an independent risk factor for coagulopathy and HPC. However, no significant interaction was detected between hypocalcemia and coagulopathy. CMA showed that the mediator coagulopathy explained 24.4% (95% CI: 4.7-65.0%; p = 0.006) of the association between hypocalcemia and HPC. Moreover, comparable results were held using corrected calcium as well. Admission serum calcium level is associated with the HPC for patients with tIPH and this relationship is partially mediated by coagulopathy, but no significant interaction is detected. Further studies are needed to validate the findings and explore its mechanisms.
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Affiliation(s)
- Peng Zhang
- The First Affiliated Hospital of Wenzhou Medical University, 89657, Department of Neurosurgery, Wenzhou, Zhejiang, China.,Zhejiang Provincial Key Laboratory of Aging and Neurological Disorder Research, Wenzhou, China;
| | - Qi Tu
- The First Affiliated Hospital of Wenzhou Medical University, 89657, Department of Neurosurgery, Wenzhou, Zhejiang, China.,Zhejiang Provincial Key Laboratory of Aging and Neurological Disorder Research, Wenzhou, China;
| | - Zhihui Ni
- The First Affiliated Hospital of Wenzhou Medical University, 89657, Department of Neurosurgery, Wenzhou, Zhejiang, China.,Zhejiang Provincial Key Laboratory of Aging and Neurological Disorder Research, Wenzhou, China;
| | - Zezheng Zheng
- The First Affiliated Hospital of Wenzhou Medical University, 89657, Department of Neurosurgery, Wenzhou, Zhejiang, China.,Zhejiang Provincial Key Laboratory of Aging and Neurological Disorder Research, Wenzhou, China;
| | - Yu Chen
- The First Affiliated Hospital of Wenzhou Medical University, 89657, Department of Neurosurgery, Wenzhou, Zhejiang, China.,Zhejiang Provincial Key Laboratory of Aging and Neurological Disorder Research, Wenzhou, China;
| | - Lin Yan
- The First Affiliated Hospital of Wenzhou Medical University, 89657, Zhejiang Provincial Key Laboratory of Aging and Neurological Disorder Research, Wenzhou, Zhejiang, China.,The First Affiliated Hospital of Wenzhou Medical University, 89657, Department of Neurosurgery, Wenzhou, Zhejiang, China;
| | - Han Bao
- The First Affiliated Hospital of Wenzhou Medical University, 89657, Department of Neurosurgery, Wenzhou, Zhejiang, China.,Zhejiang Provincial Key Laboratory of Aging and Neurological Disorder Research, Wenzhou, China;
| | - Qichuan Zhuge
- The First Affiliated Hospital of Wenzhou Medical University, 89657, Zhejiang Provincial Key Laboratory of Aging and Neurological Disorder Research, Wenzhou, Zhejiang, China.,The First Affiliated Hospital of Wenzhou Medical University, 89657, Department of Neurosurgery, Wenzhou, Zhejiang, China;
| | - Haoqi Ni
- The First Affiliated Hospital of Wenzhou Medical University, 89657, Zhejiang Provincial Key Laboratory of Aging and Neurological Disorder Research, wenzhou, Wenzhou, Zhejiang, China, 325000.,The First Affiliated Hospital of Wenzhou Medical University, 89657, Department of Neurosurgery, wenzhou, Wenzhou, Zhejiang, China, 325000;
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15
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Suresh V, Magoon R. Electro“lyte” and intracerebral hematoma volume: Can’t take the links “lyte”ly! J Clin Neurosci 2022; 99:389. [DOI: 10.1016/j.jocn.2022.01.022] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Accepted: 01/20/2022] [Indexed: 01/19/2023]
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16
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Lehmann F, Schenk LM, Bernstock JD, Bode C, Borger V, Gessler FA, Güresir E, Hamed M, Potthoff AL, Putensen C, Schneider M, Zimmermann J, Vatter H, Schuss P, Hadjiathanasiou A. Elevated Red Cell Distribution Width to Platelet Ratio Is Associated With Poor Prognosis in Patients With Spontaneous, Deep-Seated Intracerebral Hemorrhage. Front Neurol 2021; 12:751510. [PMID: 34867736 PMCID: PMC8634127 DOI: 10.3389/fneur.2021.751510] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2021] [Accepted: 10/22/2021] [Indexed: 11/17/2022] Open
Abstract
Object: Inflammatory response is an important determinant of subsequent brain injury after deep-seated intracerebral hemorrhage (ICH). The ratio of red blood cell (RBC) distribution width to platelet count (RPR) has been established as a new index to reflect the severity of inflammation. To the best of our knowledge, no association between RPR and prognosis after spontaneous ICH has yet been reported. Methods: In all patients with deep-seated ICH treated at our Neurovascular Center from 2014 to 2020, initial laboratory values were obtained to determine RPR in addition to patient characteristics and known risk factors. Subsequent multivariate analysis was performed to identify independent risk factors for 90-day mortality after deep-seated ICH. Results: Hundred and two patients with deep-seated ICH were identified and further analyzed. Patients with an initial RPR < 0.06 exhibited significantly lower mortality rate after 90 days than those with an initial RPR ≥ 0.06 (27 vs. 57%; p = 0.003). Multivariate analysis identified “ICH score ≥ 3” (p = 0.001), “anemia on admission” (p = 0.01), and “elevated RPR ≥ 0.06” (p = 0.03) as independent predictors of 90-day mortality. Conclusions: The present study constitutes the first attempt to demonstrate that the ratio of RBC distribution width to platelets—as an independent inflammatory marker—might serve for prognostic assessment in deep-seated ICH.
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Affiliation(s)
- Felix Lehmann
- Department of Anesthesiology and Intensive Care, University Hospital Bonn, Bonn, Germany
| | - Lorena M Schenk
- Department of Neurosurgery, University Hospital Bonn, Bonn, Germany
| | - Joshua D Bernstock
- Department of Neurosurgery, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, United States
| | - Christian Bode
- Department of Anesthesiology and Intensive Care, University Hospital Bonn, Bonn, Germany
| | - Valeri Borger
- Department of Neurosurgery, University Hospital Bonn, Bonn, Germany
| | - Florian A Gessler
- Department of Neurosurgery, University Hospital Rostock, Rostock, Germany
| | - Erdem Güresir
- Department of Neurosurgery, University Hospital Bonn, Bonn, Germany
| | - Motaz Hamed
- Department of Neurosurgery, University Hospital Bonn, Bonn, Germany
| | | | - Christian Putensen
- Department of Anesthesiology and Intensive Care, University Hospital Bonn, Bonn, Germany
| | | | | | - Hartmut Vatter
- Department of Neurosurgery, University Hospital Bonn, Bonn, Germany
| | - Patrick Schuss
- Department of Neurosurgery, University Hospital Bonn, Bonn, Germany
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17
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Xue Q, Zhu Y, Yang L, Duan W, Li Z, Ji M, Tong J, Yang JJ, Zhou CM. Predicting intraoperative bleeding in patients undergoing a hepatectomy using multiple machine learning and deep learning techniques. J Clin Anesth 2021; 74:110444. [PMID: 34217119 DOI: 10.1016/j.jclinane.2021.110444] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Revised: 06/20/2021] [Accepted: 06/27/2021] [Indexed: 11/29/2022]
Affiliation(s)
- Qiong Xue
- Department of Anesthesiology, Pain and Perioperative Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450000, China
| | - Yu Zhu
- Department of Anesthesiology, Pain and Perioperative Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450000, China; Anesthesia and Big Data Research Group, Department of scientific research, Zhaoqing Medical College, China
| | - Lihua Yang
- Department of Anesthesiology, Pain and Perioperative Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450000, China
| | - Wen Duan
- Department of Anesthesiology, Pain and Perioperative Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450000, China
| | - Zeping Li
- Department of Anesthesiology, Pain and Perioperative Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450000, China
| | - Muhuo Ji
- Department of Anesthesiology, Pain and Perioperative Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450000, China
| | - Jianhua Tong
- Department of Anesthesiology, Pain and Perioperative Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450000, China
| | - Jian-Jun Yang
- Department of Anesthesiology, Pain and Perioperative Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450000, China.
| | - Cheng-Mao Zhou
- Department of Anesthesiology, Pain and Perioperative Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450000, China.
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18
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Epstein D, Freund Y, Marcusohn E, Diab T, Klein E, Raz A, Neuberger A, Miller A. Association Between Ionized Calcium Level and Neurological Outcome in Endovascularly Treated Patients with Spontaneous Subarachnoid Hemorrhage: A Retrospective Cohort Study. Neurocrit Care 2021; 35:723-737. [PMID: 33829378 DOI: 10.1007/s12028-021-01214-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Accepted: 02/19/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND Spontaneous subarachnoid hemorrhage (SSAH) is associated with significant morbidity and mortality. Pathophysiological processes following initial bleeding are complex and not fully understood. In this study, we aimed to determine whether a low level of ionized calcium (Ca++), an essential cofactor in the coagulation cascade and other cellular processes, is associated with adverse neurological outcome, development of early hydrocephalus, and symptomatic vasospasm among patients with SSAH. METHODS This was a retrospective single-center cohort study of all patients admitted for SSAH between January 1, 2009, and April 31, 2020. The primary outcome was an unfavorable neurological status at discharge, defined as a modified Rankin Scale score greater than or equal to 3. Secondary outcomes were the development of early hydrocephalus and symptomatic vasospasm. Multivariable logistic regression was performed to determine whether Ca++ was an independent predictor of these outcomes. RESULTS A total of 255 patients were included in the final analysis. Hypocalcemia, older age, admission Glasgow Coma Scale (GCS) score, and admission Hunt-Hess classification scale (H&H) grades IV and V were independently associated with unfavorable neurological outcome, with adjusted odds ratios (ORs) of 1.93 (95% confidence interval [CI] 1.1-3.4; p = 0.02) for each 0.1 mmol L-1 decrease in the Ca++ level, 1.04 (95% CI 1.01-1.08; p = 0.02) for each year increase, 0.82 (95% CI 0.68-0.99; p = 0.04), and 6.29 (95% CI 1.14-34.6; p = 0.03), respectively. Risk factors for the development of hydrocephalus were hypocalcemia and GCS score, with ORs of 1.85 (95% CI 1.26-2.71; p = 0.002) for each 0.1 mmol L-1 decrease in the Ca++ level and 0.83 (95% CI 0.73-0.94; p = 0.005), respectively. Ca++ was not associated with symptomatic vasospasm (OR 1.04 [95% CI 0.76-1.41]; p = 0.81). Among patients with admission H&H grade I-III bleeding, hypocalcemia was independently associated with unfavorable neurological outcome at discharge, with an adjusted OR of 1.99 (95% CI 1.03-3.84; p = 0.04) for each 0.1 mmol L-1 decrease in the Ca++ level. Hypocalcemia was also an independent risk factor for the development of early hydrocephalus, with an adjusted OR of 2.95 (95% CI 1.49-5.84; p = 0.002) for each 0.1 mmol L-1 decrease in the Ca++ level. Ca++ was not associated with symptomatic vasospasm. No association was found between Ca++ and predefined outcomes among patients with admission H&H grade IV and V bleeding. CONCLUSIONS Our study shows that hypocalcemia is associated with worse neurological outcome at discharge and development of early hydrocephalus in endovascularly treated patients with SSAH. Potential mechanisms include calcium-induced coagulopathy and higher blood pressure. Trials are needed to assess whether correction of hypocalcemia will lead to improved outcomes.
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Affiliation(s)
- Danny Epstein
- Critical Care Division, Rambam Health Care Campus, Haifa, Israel
| | - Yaacov Freund
- Ruth and Bruce Rappaport Faculty of Medicine, Technion Israel Institute of Technology, Efron St 1, Haifa, 35254, Israel.
| | - Erez Marcusohn
- Department of Cardiology, Rambam Health Care Campus, Haifa, Israel
| | - Tarek Diab
- Critical Care Division, Rambam Health Care Campus, Haifa, Israel.,Department of Neurosurgery, Rambam Health Care Campus, Haifa, Israel
| | - Erez Klein
- Department of Diagnostic Imaging, Rambam Health Care Campus, Haifa, Israel
| | - Aeyal Raz
- Ruth and Bruce Rappaport Faculty of Medicine, Technion Israel Institute of Technology, Efron St 1, Haifa, 35254, Israel.,Department of Anesthesiology, Rambam Health Care Campus, Haifa, Israel
| | - Ami Neuberger
- Ruth and Bruce Rappaport Faculty of Medicine, Technion Israel Institute of Technology, Efron St 1, Haifa, 35254, Israel.,Infectious Diseases Unit, Rambam Health Care Campus, Haifa, Israel.,Department of Internal Medicine B, Rambam Health Care Campus, Haifa, Israel
| | - Asaf Miller
- Medical Intensive Care Unit, Rambam Health Care Campus, Haifa, Israel
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Loggini A, El Ammar F, Mansour A, Kramer CL, Goldenberg FD, Lazaridis C. Association between electrolyte levels at presentation and hematoma expansion and outcome in spontaneous intracerebral hemorrhage: A systematic review. J Crit Care 2020; 61:177-185. [PMID: 33181414 DOI: 10.1016/j.jcrc.2020.10.029] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Revised: 08/31/2020] [Accepted: 10/29/2020] [Indexed: 12/17/2022]
Abstract
PURPOSE To assess the association between specific electrolyte levels (sodium, potassium, calcium, magnesium, and phosphorus) on presentation and hematoma expansion (HE) and outcome in intracerebral hemorrhage (ICH). METHODS This review was conducted in accordance with the PRISMA statement recommendations. Three databases were searched (Pubmed, Scopus, and Cochrane). Risk of bias was computed using the Newcastle-Ottawa Scale tool. RESULTS 18 full-text articles were included in this systematic review including 10,385 ICH patients. Hypocalcemia was associated with worse short-term outcome in four studies, and two other studies were neutral. All studies investigating HE in hypocalcemia (n = 5) reported an association between low calcium level and HE. Hyponatremia (Na < 135 mEq/L) was shown to correlate with worse short-term outcome in two studies, and worse long-term outcome in one. There was one report showing no association between sodium level and HE. Hypomagnesemia was shown to be associated with worse short-term outcome in one study, while other reports were neutral. Studies evaluating hypophosphatemia or hypokalemia in ICH were limited, with no demonstrable significant effect on outcome. CONCLUSION This review suggests a significant association between hypocalcemia, hyponatremia and, of lesser degree, hypomagnesemia on admission and HE or worse outcome in ICH.
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Affiliation(s)
- Andrea Loggini
- Department of Neurology, University of Chicago Medicine and Biological Sciences, Chicago, IL, United States.
| | - Faten El Ammar
- Department of Neurology, University of Chicago Medicine and Biological Sciences, Chicago, IL, United States
| | - Ali Mansour
- Department of Neurology, University of Chicago Medicine and Biological Sciences, Chicago, IL, United States
| | - Christopher L Kramer
- Department of Neurology, University of Chicago Medicine and Biological Sciences, Chicago, IL, United States
| | - Fernando D Goldenberg
- Department of Neurology, University of Chicago Medicine and Biological Sciences, Chicago, IL, United States
| | - Christos Lazaridis
- Department of Neurology, University of Chicago Medicine and Biological Sciences, Chicago, IL, United States
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20
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Li HJ, Han NN, Nan Y, Zhang K, Li G, Chen H. Plasma osteopontin acts as a prognostic marker in acute intracerebral hemorrhage patients. Clin Chim Acta 2020; 500:208-212. [DOI: 10.1016/j.cca.2019.10.018] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2019] [Revised: 10/15/2019] [Accepted: 10/18/2019] [Indexed: 12/18/2022]
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21
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Kamtchum-Tatuene J, Jickling GC. Blood Biomarkers for Stroke Diagnosis and Management. Neuromolecular Med 2019; 21:344-368. [PMID: 30830566 PMCID: PMC6722038 DOI: 10.1007/s12017-019-08530-0] [Citation(s) in RCA: 96] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2019] [Accepted: 02/19/2019] [Indexed: 12/20/2022]
Abstract
Biomarkers are objective indicators used to assess normal or pathological processes, evaluate responses to treatment and predict outcomes. Many blood biomarkers already guide decision-making in clinical practice. In stroke, the number of candidate biomarkers is constantly increasing. These biomarkers include proteins, ribonucleic acids, lipids or metabolites. Although biomarkers have the potential to improve the diagnosis and the management of patients with stroke, there is currently no marker that has demonstrated sufficient sensitivity, specificity, rapidity, precision, and cost-effectiveness to be used in the routine management of stroke, thus highlighting the need for additional work. A better standardization of clinical, laboratory and statistical procedures between centers is indispensable to optimize biomarker performance. This review focuses on blood biomarkers that have shown promise for translation into clinical practice and describes some newly reported markers that could add to routine stroke care. Avenues for the discovery of new stroke biomarkers and future research are discussed. The description of the biomarkers is organized according to their expected application in clinical practice: diagnosis, treatment decision, and outcome prediction.
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Affiliation(s)
- Joseph Kamtchum-Tatuene
- Neuroscience and Mental Health Institute, Faculty of Medicine and Dentistry, University of Alberta, 4-120 Katz Building, 114 Street & 87 Avenue, Edmonton, AB, T6G 2E1, Canada.
| | - Glen C Jickling
- Neuroscience and Mental Health Institute, Faculty of Medicine and Dentistry, University of Alberta, 4-120 Katz Building, 114 Street & 87 Avenue, Edmonton, AB, T6G 2E1, Canada
- Division of Neurology, Department of Medicine, University of Alberta, Edmonton, Canada
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22
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Bian L, Mao LG, Sun Y, Shen F, Chen JF, Liu Z, Zhou W. Serum lipoprotein-associated phospholipase A2 as a promising prognostic biomarker in association with 90-day outcome of acute intracerebral hemorrhage. Clin Chim Acta 2019; 495:429-435. [PMID: 31103624 DOI: 10.1016/j.cca.2019.05.017] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2019] [Revised: 05/15/2019] [Accepted: 05/15/2019] [Indexed: 12/20/2022]
Abstract
BACKGROUND Lipoprotein-associated phospholipase A2 (Lp-PLA2) is reflective of vascular inflammation and plays a role in the pathophysiology of cerebrovascular disease. We determine usefulness of serum Lp-PLA2 as a prognostic biomarker for intracerebral hemorrhage (ICH). METHODS In this prospective, observational study, serum Lp-PLA2 concentrations were detected among 164 patients with acute spontaneous basal ganglia hemorrhage and 164 healthy controls. Using multivariate analysis, we analyzed its association with poor outcome (modified Rankin Scale >2) at poststroke 90 days and hemorrhagic severity indicated by National Institutes of Health Stroke Scale (NIHSS) score and hematoma volume. RESULTS Serum Lp-PLA2 concentrations were remarkably higher in patients than in controls. Lp-PLA2 concentrations were independently correlated with NIHSS score (t = 5.095, P < .001) and hematoma volume (t = 2.850, P = .005). At 90-day follow-up, 85 patients (51.8%) had poor outcome. Under receiver operating characteristic curve, serum Lp-PLA2 showed a significant prognostic discriminatory capability (AUC, 0.813; 95% CI, 0.744-0.869). Serum Lp-PLA2 concentrations ≥304 ng/ml was an independent predictor associated with poor outcome (OR 7.052; 95% CI 1.971-25.228). CONCLUSIONS Rising serum Lp-PLA2 concentrations are closely hemorrhagic severity and clinical outcomes after ICH, substantializing serum Lp-PLA2 as a potential prognostic biomarker of ICH.
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Affiliation(s)
- Lin Bian
- Department of Neurosurgery, HwaMei Hospital, University of Chinese Academy of Sciences, 41 Northwest Street, Ningbo 315010, China
| | - Lian-Gang Mao
- Department of Clinical Laboratory, HwaMei Hospital, University of Chinese Academy of Sciences, 41 Northwest Street, Ningbo 315010, China.
| | - Yi Sun
- Department of Neurosurgery, HwaMei Hospital, University of Chinese Academy of Sciences, 41 Northwest Street, Ningbo 315010, China
| | - Feng Shen
- Department of Neurosurgery, HwaMei Hospital, University of Chinese Academy of Sciences, 41 Northwest Street, Ningbo 315010, China
| | - Jun-Feng Chen
- Department of Neurosurgery, HwaMei Hospital, University of Chinese Academy of Sciences, 41 Northwest Street, Ningbo 315010, China
| | - Zheng Liu
- Department of Neurosurgery, HwaMei Hospital, University of Chinese Academy of Sciences, 41 Northwest Street, Ningbo 315010, China
| | - Wei Zhou
- Department of Neurosurgery, HwaMei Hospital, University of Chinese Academy of Sciences, 41 Northwest Street, Ningbo 315010, China
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23
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Besen BAMP, Roepke RML. Methodological Reasons for the Association Between Hypocalcemia and Worse Outcomes in Intracranial Hemorrhage. Neurocrit Care 2018; 29:528-529. [PMID: 30191450 DOI: 10.1007/s12028-018-0605-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Bruno Adler Maccagnan Pinheiro Besen
- Medical Intensive Care Unit, Medical Emergencies Discipline, Internal Medicine Department, Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil. .,Oncological Intensive Care Unit, Hospital São Luiz Itaim, São Paulo, Brazil.
| | - Roberta Muriel Longo Roepke
- Oncological Intensive Care Unit, Hospital São Luiz Itaim, São Paulo, Brazil.,Intensive Care Unit, A.C. Camargo Cancer Center, São Paulo, Brazil.,Surgical Intensive Care Unit, Surgery Department, Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
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