World Journal of Emergency Medicine, 2024, 15(3): 223-228 doi: 10.5847/wjem.j.1920-8642.2024.037

Research Letters

The association between C-reactive protein to albumin ratio and 6-month neurological outcome in patients with in-hospital cardiac arrest

Ji Ho Lee1, Dong Hun Lee,1,2, Byung Kook Lee1,2, Seok Jin Ryu1

1Department of Emergency Medicine, Chonnam National University Hospital, Gwangju 61469, Republic of Korea

2Department of Emergency Medicine, Chonnam National University Medical School, Gwangju 61469, Republic of Korea

Corresponding authors: Dong Hun Lee, Email:ggodhkekf@hanmail.net

Received: 2023-11-6   Accepted: 2024-02-12  

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Ji Ho Lee, Dong Hun Lee, Byung Kook Lee, Seok Jin Ryu. The association between C-reactive protein to albumin ratio and 6-month neurological outcome in patients with in-hospital cardiac arrest. World Journal of Emergency Medicine, 2024, 15(3): 223-228 doi:10.5847/wjem.j.1920-8642.2024.037

The global incidence rates of in-hospital cardiac arrest (IHCA) range from 1.2 to 9.0 per 1,000 hospitalized patients, as per the National Cardiac Arrest Database.[1] While IHCAs tend to exhibit superior 30-day survival rates relative to out-of-hospital cardiac arrests (OHCA) due to situational advantages, such as immediate access to medical personnel and treatments, the prospects for a favorable neurological outcome following the return of spontaneous circulation (ROSC) remain unsatisfactory.[2] Given the resultant long-term care needs and substantial economic burden imposed on society and the patient’s family, predicting neurological outcomes after IHCA is of significant clinical value for guiding treatment decisions.

The Good Outcome Following Attempted Resuscitation (GO-FAR) scoring system, comprising 13 pre-arrest variables with scores ranging from -15 to 10 points, is one of the most widely recognized tools for predicting neurological outcomes in IHCA patients.[3] Currently, it is advised that the GO-FAR system should be employed as a part of shared decision information for do-not-resuscitation (DNR) orders, while ongoing research explores the integration of the GO-FAR system with clinical data to improve prognosis prediction.[3,4]

During a cardiac arrest event, a systemic ischemic response triggers inflammation, which may lead to multi-organ failure, blood-brain barrier disruption, and consequential neurological damage.[5,6] Consequently, some studies have associated inflammatory markers, such as procalcitonin and C-reactive protein (CRP), with mortality and neurological outcomes in OHCA patients.[7-9] Additionally, low serum albumin levels, a common feature of inflammatory conditions such as sepsis, severe burns, and major surgeries, have also been associated with prognosis.[10,11] The CRP to albumin ratio (CAR) plays a significant role in predicting outcomes in patients with various diseases. Recent studies have highlighted the utility of the CAR for assessing the prognosis of diverse conditions, such as Guillain-Barré syndrome, traumatic brain injury, myocardial infarction, and stroke.[12-15] Interestingly, a high CAR has shown greater relevance to mortality and neurological outcomes in OHCA patients than each factor independently.[16,17] While a correlation between low albumin level and prognosis in IHCA has been established,[4] the relationship between the CAR and IHCA prognosis remains unexplored.

This study hypothesizes that a higher CAR is indicative of a poorer neurological outcome in IHCA patients undergoing targeted temperature management (TTM). Accordingly, we aimed to examine the correlation between the post-ROSC CAR and six-month neurological outcome in this population.

Our research employed a retrospective observational study design investigating IHCA patients who received TTM at Chonnam National University Hospital, Gwangju, Republic of Korea, over the span from January 2017 to December 2022. The population included adult patients (≥ 18 years old) who experienced a comatose state post-IHCA and were subsequently treated with TTM. Patients whose TTM was discontinued due to transfer, death, insufficient blood sampling, or incomplete data were excluded. The Institutional Review Board (IRB) of the Chonnam National University Hospital Biomedical Research Institute approved this study (CNUH-2022-231). Owing to the retrospective nature of the study, informed consent was exempted.

We retrieved data from hospital records, collecting parameters such as age, sex, body mass index, preexisting medical conditions, witnessed collapse, initial monitored rhythm, diagnosis upon hospital admission, etiology of cardiac arrest, and time interval from collapse to ROSC. Post-ROSC laboratory findings, including serum lactate and glucose levels, partial pressure of oxygen (PaO2), partial pressure of carbon dioxide (PaCO2), CRP levels, and albumin levels, were also recorded. The CAR following ROSC was calculated by dividing the measured CRP level by the albumin level. The GO-FAR was derived from patients’ age and pre-arrest clinical characteristics.[3] Six-month neurological outcomes post-cardiac arrest were evaluated via telephone interviews using the cerebral performance category (CPC) scale: CPC 1, good performance; CPC 2, moderate disability; CPC 3, severe disability; CPC 4, vegetative state; CPC 5, brain death or death.[18] The primary outcome measured was defined as poor neurological status, indicated by CPC 3-5.

We denoted categorical variables as frequencies and percentages, while continuous variables that did not conform to the normality test were displayed as medians along with their interquartile ranges. We conducted χ2 tests with continuity correction within 2 × 2 tables to compare categorical variables across groups. For the comparison of continuous variables between groups, Mann-Whitney U tests were employed.

Variables yielding P<0.20 in the univariate comparisons were incorporated into the multivariate regression model. Using a backward stepwise methodology, variables were progressively discarded with a set threshold of P>0.10 to devise a refined regression model. Multivariate logistic regression analysis was applied to probe the associations between CAR and adverse neurological outcomes. The logistic regression analysis results are presented as odds ratios (ORs) and 95% confidence intervals (95% CIs). We evaluated the predictive accuracy of the CAR for adverse neurological outcomes through the utilization of the area under the receiver operating characteristic curve (AUC). All analyses were performed using PASW Statistics for Windows, version 18.0 (SPSS, Inc., USA) and MedCalc version 19.0 (MedCalc Software, Belgium). The threshold for statistical significance was established at P<0.05 (two-sided).

We identified a cohort of 143 IHCA survivors who underwent TTM during the study period. Among them, 141 patients met the inclusion criteria. We had to exclude one patient due to failed blood sampling post-ROSC and another owing to an unmeasurable GO-FAR score attributable to missing medical records at admission. The median age was 68.0 years, and 84 patients (59.6%) were male. Moreover, 120 patients (85.1%) were under bystander observation, 34 patients (24.1%) manifested a shockable rhythm, and 56 patients (39.7%) exhibited a cardiac etiology. The median time to ROSC was recorded as 15.0 (7.0-23.5) min. At a six-month interval, 112 patients (79.4%) demonstrated poor outcomes (Table 1).

Table 1.   Comparisons of baseline characteristics according to neurological outcomes at 6 months

  

VariablesTotal (n=141)Favorable (n=29)Poor (n=112)P-value
Demographics
Age, years68.0 (58.0-76.5)59.2 (52.0-70.5)70.0 (60.0-78.5)0.003
Male, n (%)84 (59.6)14 (48.3)70 (62.5)0.238
Body mass index, kg/m223.3 (20.7-26.0)23.4 (20.7-25.3)23.1 (20.6-26.0)0.925
Preexistingillness,n(%)
Coronary artery disease21 (14.9)3 (10.3)18 (16.1)0.632
Congestive heart failure27 (19.1)3 (10.3)24 (21.4)0.277
Hypertension84 (59.6)17 (58.6)67 (59.8)1.000
Diabetes55 (39.0)10 (34.5)45 (40.2)0.729
Chronic lung disease20 (14.2)5 (17.2)15 (13.4)0.817
Renal impairment26 (18.4)3 (10.3)23 (20.5)0.321
Liver cirrhosis4 (2.8)0 (0.0)4 (3.6)0.685
Cerebrovascular accident18 (12.8)2 (6.9)16 (14.3)0.453
Malignancy14 (9.9)5 (17.2)9 (8.0)0.259
Cardiacarrestcharacteristics
Witnessed collapse, n (%)120 (85.1)27 (93.1)93 (83.0)0.287
Shockable rhythm, n (%)34 (24.1)11 (37.9)23 (20.5)0.088
Presumed cardiac cause, n (%)56 (39.7)15 (51.7)41 (36.6)0.204
Time to ROSC, min15.0 (7.0-23.5)10.0 (5.0-15.0)15.0 (10.0-29.8)0.004
GO-FAR score6 (-4-13)-3 (-11-3)9 (0-13)<0.001
ClinicalcharacteristicsafterROSC
Lactate, mmol/L7.3 (4.0-12.5)7.4 (4.6-11.8)7.2 (3.9-13.3)0.712
Glucose, mg/dL204 (140-299)236 (145-312)203 (137-294)0.461
PaO2, mmHg178.0 (87.5-310.5)274.0 (114.0-363.0)144.0 (83.8-251.5)0.073
PaCO2, mmHg41.0 (29.0-58.0)41.0 (27.5-53.1)41.5 (29.0-58.0)0.394
CRP, mg/dL1.4 (0.2-8.6)0.2 (0.0-1.2)2.4 (0.4-10.8)<0.001
Albumin, g/dL3.1 (2.6-3.4)3.4 (3.0-3.8)3.0 (2.5-3.3)<0.001
CAR0.5 (0.1-3.0)0.0 (0.0-0.4)0.9 (0.1-3.5)<0.001

ROSC: return of spontaneous circulation; GO-FAR score: Good Outcome Following Attempted Resuscitation score; PaO2: partial pressure of oxygen; PaCO2: partial pressure of carbon dioxide; CRP: C-reactive protein; CAR: C-reactive protein to albumin ratio.

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Patients with poor neurological outcomes were typically older and exhibited longer durations to ROSC and elevated GO-FAR scores compared to their counterparts with favorable neurological outcomes. Post-ROSC, they displayed increased CRP levels (2.4 mg/dL vs. 0.2 mg/dL) and CAR (0.9 vs. 0.0) and decreased albumin levels (3.0 g/dL vs. 3.4 g/dL) compared to patiehts with favorable neurological outcomes (Table 1).

After accounting for confounding factors, the time to ROSC (OR 1.084; 95% CI: 1.031-1.140, P=0.002), GO-FAR score (OR 1.175; 95% CI: 1.096-1.261, P<0.001), and CAR (OR 1.851; 95% CI: 1.213-2.824, P=0.004) were independently associated with poor neurological outcomes in IHCA patients (Table 2). The respective AUCs of time to ROSC, GO-FAR score, and CAR for adverse neurological outcomes were 0.672 (95% CI: 0.588-0.749), 0.789 (95% CI: 0.712-0.853), and 0.774 (95% CI: 0.696-0.840) (Table 3). The determined optimal cutoff values for predicting poor neurological outcomes based on CAR, CRP concentration, and albumin levels were 0.1 (73.2% sensitivity, 69.0% specificity), 0.6 (65.2% sensitivity, 75.9% specificity), and 3.3 (79.5% sensitivity, 62.1% specificity), respectively, as presented in Table 3.

Table 2.   Multivariate logistic regression analysis for poor neurological outcomes at 6 months

  

VariablesUnadjusted OR (95% CI)P-valueAdjusted OR (95% CI)P-value
Shockable rhythm0.423 (0.176-1.019)0.0550.432 (0.116-1.611)0.211
Time to ROSC, min1.052 (1.006-1.099)0.0251.084 (1.031-1.140)0.002
GO-FAR score1.134 (1.075-1.197)<0.0011.175 (1.096-1.261)<0.001
PaO2, mmHg0.999 (0.996-1.002)0.0830.997 (0.993-1.001)0.162
CAR1.804 (1.157-2.812)0.0091.851 (1.213-2.824)0.004

OR: odds ratio; CI: confidence interval; ROSC: return of spontaneous circulation; GO-FAR score: Good Outcome Following Attempted Resuscitation score; PaO2: partial pressure of oxygen; CAR: C-reactive protein to albumin ratio.

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Table 3.   ROC analysis of time to ROSC, GO-FAR score, and CAR for poor neurological outcomes at 6 months

  

VariablesAUC
(95% CI)
P-valueCutoff
value
Sensitivity
(95% CI)
Specificity
(95% CI)
PPV
(95% CI)
NPV
(95% CI)
Time to ROSC, min0.672 (0.588-0.749)0.003>1166.1 (56.5-74.7)62.1 (42.3-79.3)87.1 (80.6-91.6)32.1 (24.4-41.0)
GO-FAR score0.789 (0.712-0.853)<0.001>-175.9 (66.9-83.5)72.4 (52.8-87.3)91.4 (85.4-95.1)43.7 (34.3-53.7)
CAR0.774 (0.696-0.840)<0.001>0.173.2 (64.0-81.1)69.0 (49.2-84.7)90.1 (84.0-94.1)40.0 (31.1-49.7)
CRP, mg/dL0.761 (0.682-0.829)<0.001>0.665.2 (55.6-73.9)75.9 (56.5-89.7)91.3 (84.4-95.3)36.1 (28.9-43.9)
Albumin, g/dL0.714 (0.632-0.787)<0.001≤3.379.5 (70.8-86.5)62.1 (42.3-79.3)89.0 (83.4-92.9)43.9 (33.0-55.4)

AUC: area under the curve; ROSC: return of spontaneous circulation; GO-FAR score: Good Outcome Following Attempted Resuscitation score; CAR: C-reactive protein to albumin ratio; CRP: C-reactive protein; OR: odds ratio; CI: confidence interval; PPV: positive predictive value; NPV: negative predictive value.

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This retrospective observational study found that patients exhibiting poor neurological outcomes following ROSC displayed elevated CAR levels in comparison to those with favorable outcomes among IHCA patients subjected to TTM. Additionally, the elevated CAR after ROSC was identified as a surrogate marker associated with adverse neurological outcomes at the 6-month follow-up. The predictive capacity of the CAR post-ROSC for poor neurological outcomes was observed to be fair, consistent with the performance of the GO-FAR score.

Prolonged ischemia during cardiac arrest triggers systemic inflammation.[19] These conditions result in various pathophysiological changes, such as free oxygen radical generation, enhanced vascular permeability, and blood-brain barrier disruption. Collectively, these alterations culminate in systemic ischemia and multiorgan failure.[20] Consequently, inflammatory-related laboratory markers have been linked to hypoxic brain damage following cardiac arrest. CRP serves as a typical inflammation biomarker. Studies have investigated the relationship between CRP levels and outcomes in OHCA patients.[21-23] In one such study, admission CRP levels in patients exhibiting poor neurological outcomes were found to be lower than those in our study (0.4 mg/dL vs. 2.4 mg/dL).[23] This discrepancy can be ascribed to the distinctive characteristics of the IHCA, as patients were diagnosed with conditions other than cardiac arrest at hospital admission, which potentially influenced the outcome. Dell’anna et al[8] reported an initial CRP level of 4.1 mg/dL in IHCA patients, which was higher than that in our study. However, their total IHCA patient cohort was limited to 40, smaller than our cohort. Additionally, guideline-based treatments may have varied due to differences in the study periods. Previous research has demonstrated that the CRP concentration is valuable for predicting the neurological prognosis of IHCA patients.[8] However, the reliability of the CRP level is compromised by its sensitivity to chronic illnesses, including autoimmune diseases (e.g., rheumatoid arthritis, lupus, Crohn’s disease), hematologic conditions (such as leukemia), solid cancers, and obesity.[24] CRP levels may also increase rapidly in the early stages after surgery, acute pancreatitis, trauma, and burns, reflecting the severity of these conditions rather than the severity of a patient’s overall condition.[25,26] These factors potentially obscure the correlation between CRP levels and IHCA patient outcomes. In our study, we identified a cutoff CRP value of 0.6 mg/dL, which was attainable through the aforementioned factors. To address these limitations, we incorporated the CAR, utilizing albumin levels, which showed a significant relation to the prognosis of IHCA patients.

Albumin, a polypeptide chain consisting of 585 amino acids, has neuroprotective effects and potentially functions as an anti-inflammatory agent to diminish microglial and T-cell activation.[27,28] This molecule contributes to the prognosis of a variety of diseases, including cardiac arrest. Following ROSC, patients experience increased albumin consumption due to stress, along with albumin extravasation prompted by elevated vascular permeability and damage to blood-barrier function. In OHCA patients, low albumin levels were correlated with adverse neurological outcomes, with albumin levels in patients with poor prognoses paralleling our study, ranging between 2.8 and 3.2 g/dL.[29-31] In a study of IHCA patients, the pre-arrest albumin level was found to be associated with neurological outcomes and exhibited improved predictive performance when combined with the GO-FAR score.[4] In a separate study exploring the relationship between lactate to albumin ratio (LAR) and the outcome in IHCA patients, the median value of albumin in all IHCA patients was 3.0 g/dL. The albumin level demonstrated an AUC of 0.663 (95% CI: 0.600-0.722; P= 0.004) for predicting favorable neurological outcomes.[32]

CAR, a novel marker of systemic inflammation, has been associated with clinical prognoses in various diseases.[33,34] In patients with stable angina pectoris, a high CAR was linked to significant coronary artery disease.[33] Elevated CAR groups in patients with young stroke faced an increased risk of obtaining a modified Rankin scale (mRS) score between 2 and 6.[34] Critically ill patients with high CAR showed an association with 28-day mortality.[35] In a study involving OHCA patients, the CAR was associated with in-hospital mortality, with a CAR of 1.6 for non-survivors, which was higher than that observed in our study.[17] This difference may be attributed to the fact that the outcome in that study focused on mortality, not neurological outcome.[17] The correlation between low albumin levels or high CRP levels and the prognosis of IHCA patients suggested that CAR may also be associated with neurological prognosis, as evidenced in our study.

Compared to patients with OHCA, those with IHCA had a higher prevalence of preexisting illnesses. In OHCA patients, prognosis is more significantly influenced by factors related to cardiac arrest itself, such as witnessed arrest, bystander CPR, time to ROSC, and shockable rhythm, rather than by the patient’s preexisting illnesses. Conversely, compared with OHCA patients, IHCA patients were more likely to receive bystander CPR, and exhibited a lower incidence of cardiac etiologies.[36] Therefore, in IHCA patients, preexisting illnesses or reasons for hospitalization may play a more substantial role in determining prognosis. This correlation has been substantiated in studies related to the GO-FAR score.[3,4] Among the biomarkers that effectively reflect a patient’s progress post-hospitalization, CRP and albumin levels are notable because of their ease of testing. In sepsis patients, high CRP and low albumin levels are linked with outcomes.[37] Furthermore, compared with OHCA patients, IHCA patients had higher CRP and lower albumin levels, which correlated with patient outcomes.[8,32] Therefore, the distinctive high CRP and low albumin levels in IHCA patients, as opposed to those in OHCA patients, may be indicative of prognosis, aligning with the findings of the present study.

In our investigation, the GO-FAR score was independently associated with adverse neurological outcomes among IHCA patients. However, the GO-FAR score identified in this study was notably lower than that reported in prior research (6 vs. 9).[4] Additionally, the presence of cancer as a comorbidity was significantly lower in our cohort than in previous investigations (9.9% vs. 35.1%).[4] Moreover, the incidence of presumed cardiac causes was more prominent in our study than in previous research (39.7% vs. 25.8%).[4] These variations may account for the discrepancy in GO-FAR scores between the two studies.

This study has several limitations. First, as a single-center retrospective study, it is subject to numerous biases, limiting its generalizability to a broader population. Additionally, the use of retrospective data analysis without a validation dataset for further confirmation represents another constraint. Second, TTM can suppress the increase in CRP levels.[21,22] In our study, we did not perform a direct comparison between patients who underwent TTM and those who did not, which limits our ability to determine the influence of TTM on CRP and CAR levels. However, as our study focused exclusively on the CAR post-ROSC, we found no direct impact of TTM on CRP or CAR levels. Nonetheless, previous research has suggested that TTM might influence the prognosis of IHCA patients,[38] highlighting the necessity for future studies to explore the effects of TTM on CRP and CAR levels in both the TTM and non-TTM groups of IHCA patients. Third, common interventions for post-cardiac arrest, such as vasopressors, aimed at enhancing cerebral perfusion and mitigating secondary ischemic injury, were not sufficiently evaluated. Specifically, the influence of norepinephrine on pro- and anti-inflammatory cytokine production was not considered adequate.

An elevated CAR following ROSC was independently associated with a poor neurological outcome among IHCA patients with TTM. A large sample, multi-center study adjusted for TTM is warranted to determine the exact association between the CAR and neurological outcomes.

Funding: This study was supported by a grant from the Chonnam National University Hospital Biomedical Research Institute (BCRI-24006).

Ethical approval: This study was approved by the Chonnam National University Hospital Institutional Review Board (CNUH-2022-231). The requirement for informed consent was waived because the analysis was retrospective and anonymized.

Conflicts of interest: The authors declare that they have no conflicts of interest.

Contributors: JHL: project development, data analysis, data interpretation, manuscript writing; DHL: data interpretation, manuscript writing; SJR: data collection, manuscript edition; BKL: data analysis, manuscript edition.

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Neurol Sci. 2021; 42(8): 3275-83.

DOI:10.1007/s10072-020-04930-4      PMID:33247320      [Cited within: 1]

Respiratory failure in patients with Guillain-Barré syndrome (GBS) can lead to serious complications and dysfunctions, emphasizing the importance of early detection. The C-reactive protein-to-albumin ratio (CAR) is emerging as a novel inflammatory marker for predicting neurological outcome. We aimed to identify the association of CAR with respiratory failure and short-term outcome in GBS patients.A total of 200 patients diagnosed with GBS were retrospectively analyzed. Data were collected from an electronic database. The associations of C-reactive protein (CRP), albumin, and CAR at admission with outcomes were evaluated by logistic regression analysis. Using receiver operating characteristic curves, we calculated the cutoff value for the CAR and compared its discriminatory power with that of C-reactive protein alone.Fifty-two (26%) patients showed poor short-term outcome, and 50 (25%) developed respiratory failure. CAR > 0.21 was an independent predictor of respiratory failure, and CAR > 0.19 was an independent predictor of poor short-term outcome. CAR showed a better predictive value than CRP alone. In addition, the c-index of the predictive nomogram for respiratory failure was higher when it included CAR (0.962) than when it did not (0.958). A similar result was observed for the predictive nomogram for poor short-term outcome (0.953 vs 0.947).CAR > 0.21, a novel inflammatory biomarker, is independently associated with the occurrence of respiratory failure in GBS patients, while CAR > 0.19 is independently associated with poor short-term outcome. CAR may help identify GBS patients at high risk of poor prognosis.© 2020. Fondazione Società Italiana di Neurologia.

Wang RR, He M, Ou XF, Xie XQ, Kang Y.

CRP albumin ratio is positively associated with poor outcome in patients with traumatic brain injury

Clin Neurol Neurosurg. 2020; 195: 106051.

[Cited within: 1]

Karabağ Y, Çağdaş M, Rencuzogullari I, Karakoyun S, Artaç İ, İliş D, et al.

Usefulness of the C-reactive protein/albumin ratio for predicting no-reflow in ST-elevation myocardial infarction treated with primary percutaneous coronary intervention

Eur J Clin Invest. 2018; 48(6):e12928.

[Cited within: 1]

Kocatürk M, Kocatürk Ö.

Assessment of relationship between C-reactive protein to albumin ratio and 90-day mortality in patients with acute ischaemic stroke

Neurol Neurochir Pol. 2019; 53(3):205-11.

DOI:10.5603/PJNNS.a2019.0020      PMID:31145464      [Cited within: 1]

It is now known that inflammation is involved in the pathophysiology of acute ischaemic stroke (AIS). It has been proven that CRP and albumin alone are useful in predicting a prognosis for stroke patients. A combination of these two parameters, namely the ratio of CRP to albumin (CAR), is believed to be a more accurate indicator of inflammatory status than CRP or albumin alone, and may be more valuable than either of them separately in predicting the prognosis of ıschaemic stroke patients. However, the role of CAR as a predictor of mortality in patients with AIS remains unclear.We retrospectively enrolled 260 patients who were referred to our clinic within the first 24 hours of symptom presentation and who were diagnosed with AIS between January 2015 and December 2018. The patient group was classified into two groups according to 90-day mortality. These groups were compared in terms of C-reactive protein, albumin, and CAR.The C-reactive protein and CAR values were higher, and the albumin level was lower, in non-surviving patients. The CAR value was also found to be a significant independent variable of 90-day mortality in patients with AIS (p < 0.001). The optimum cut-off value of CAR in predicting the 90-day mortality for patients with AIS was 0.50, with 64.1% sensitivity and 56.2% specificity.Our study demonstrated that a high CAR value is an independent predictor of 90-day mortality in patients with AIS.

Kim HH, Lee JH, Lee DH, Lee BK.

Association between C-reactive protein-to-albumin ratio and 6-month mortality in out-of-hospital cardiac arrest

Acute Crit Care. 2022; 37(4):601-9.

[Cited within: 1]

Bingol Tanriverdi T, Patmano G, Bozkurt FT, Kaya BC, Tercan M.

Prognostic value of C-reactive protein to albumin ratio in patients resuscitated from out-of-hospital cardiac arrest

Int J Clin Pract. 2021; 75(7):e14227.

[Cited within: 3]

Booth CM, Boone RH, Tomlinson G, Detsky AS.

Is this patient dead, vegetative, or severely neurologically impaired? Assessing outcome for comatose survivors of cardiac arrest

JAMA. 2004; 291(7):870-9.

DOI:10.1001/jama.291.7.870      PMID:14970067      [Cited within: 1]

Most survivors of cardiac arrest are comatose after resuscitation, and meaningful neurological recovery occurs in a small proportion of cases. Treatment can be lengthy, expensive, and often difficult for families and caregivers. Physical examination is potentially useful in this clinical scenario, and the information obtained may help physicians and families make accurate decisions about treatment and/or withdrawal of care.To determine the precision and accuracy of the clinical examination in predicting poor outcome in post-cardiac arrest coma.We searched MEDLINE for English-language articles (1966-2003) using the terms coma, cardiac arrest, prognosis, physical examination, sensitivity and specificity, and observer variation. Other sources came from bibliographies of retrieved articles and physical examination textbooks. Studies were included if they assessed the precision and accuracy of the clinical examination in prognosis of post-cardiac arrest coma in adults. Eleven studies, involving 1914 patients, met our inclusion criteria.Two authors independently reviewed each study to determine eligibility, abstract data, and classify methodological quality using predetermined criteria. Disagreement was resolved by consensus.Summary likelihood ratios (LRs) were calculated from random effects models. Five clinical signs were found to strongly predict death or poor neurological outcome: absent corneal reflexes at 24 hours (LR, 12.9; 95% confidence interval [CI], 2.0-68.7), absent pupillary response at 24 hours (LR, 10.2; 95% CI, 1.8-48.6), absent withdrawal response to pain at 24 hours (LR, 4.7; 95% CI, 2.2-9.8), no motor response at 24 hours (LR, 4.9; 95% CI, 1.6-13.0), and no motor response at 72 hours (LR, 9.2; 95% CI, 2.1-49.4). The proportion of individuals' dying or having a poor neurological outcome was calculated by pooling the outcome data from the 11 studies (n = 1914) and used as an estimate of the pretest probability of poor outcome. The random effects estimate of poor outcome was 77% (95% CI, 72%-80%). The highest LR increases the pretest probability of 77% to a posttest probability of 97% (95% CI, 87%-100%). No clinical findings were found to have LRs that strongly predicted good neurological outcome.Simple physical examination maneuvers strongly predict death or poor outcome in comatose survivors of cardiac arrest. The most useful signs occur at 24 hours after cardiac arrest, and earlier prognosis should not be made by clinical examination alone. These data provide prognostic information, rather than treatment recommendations, which must be made on an individual basis incorporating many other variables.

Widgerow AD.

Ischemia-reperfusion injury: influencing the microcirculatory and cellular environment

Ann Plast Surg. 2014; 72(2):253-60.

DOI:10.1097/SAP.0b013e31825c089c      PMID:23241775      [Cited within: 1]

Ischemia-reperfusion injury forms the basis of tissue damage and cellular apoptosis in many pathologic and traumatic processes. The tissue damage follows a natural progression of cellular and metabolic events initiated by an ischemic episode. Ischemia causes intracellular/extracellular changes principally resulting in increased intracellular calcium, pH changes, and adenosine triphosphate depletion that end in cell death if the process is not interrupted. This interruption takes the form of reperfusion, characterized by a "flushing" of tissues with toxic metabolites, principally reactive oxygen species. The immediate effect is mitochondrial pore permeability, complement activation, cytochrome release, cytokine activation, inflammation, edema, neutrophil platelet adhesion, capillary plugging, and thrombosis. This sets the stage for the long recognized "no-reflow" phenomenon and progressive tissue death. Current recognition of cellular "cross-talk" and molecular events have introduced new logical strategies to sequentially combat the events occurring in relation to ischemia-reperfusion injury. These include mechanical preconditioning and pharmacological preconditioning and postconditioning strategies. It is likely that success in reversing or limiting tissue damage will be found in a sequential multitargeted approach using a combination of these strategies-clinical trials in this regard are sorely needed.

Uchino H, Ogihara Y, Fukui H, Chijiiwa M, Sekine S, Hara N, et al.

Brain injury following cardiac arrest: pathophysiology for neurocritical care

J Intensive Care. 2016; 4:31.

DOI:10.1186/s40560-016-0140-9      PMID:27123307      [Cited within: 1]

Cardiac arrest induces the cessation of cerebral blood flow, which can result in brain damage. The primary intervention to salvage the brain under such a pathological condition is to restore the cerebral blood flow to the ischemic region. Ischemia is defined as a reduction in blood flow to a level that is sufficient to alter normal cellular function. Brain tissue is highly sensitive to ischemia, such that even brief ischemic periods in neurons can initiate a complex sequence of events that may ultimately culminate in cell death. However, paradoxically, restoration of blood flow can cause additional damage and exacerbate the neurocognitive deficits in patients who suffered a brain ischemic event, which is a phenomenon referred to as "reperfusion injury." Transient brain ischemia following cardiac arrest results from the complex interplay of multiple pathways including excitotoxicity, acidotoxicity, ionic imbalance, peri-infarct depolarization, oxidative and nitrative stress, inflammation, and apoptosis. The pathophysiology of post-cardiac arrest brain injury involves a complex cascade of molecular events, most of which remain unknown. Many lines of evidence have shown that mitochondria suffer severe damage in response to ischemic injury. Mitochondrial dysfunction based on the mitochondrial permeability transition after reperfusion, particularly involving the calcineurin/immunophilin signal transduction pathway, appears to play a pivotal role in the induction of neuronal cell death. The aim of this article is to discuss the underlying pathophysiology of brain damage, which is a devastating pathological condition, and highlight the central signal transduction pathway involved in brain damage, which reveals potential targets for therapeutic intervention.

Annborn M, Dankiewicz J, Erlinge D, Hertel S, Rundgren M, Smith JG, et al.

Procalcitonin after cardiac arrest - an indicator of severity of illness, ischemia-reperfusion injury and outcome

Resuscitation. 2013; 84(6):782-7.

DOI:10.1016/j.resuscitation.2013.01.004      PMID:23313427      [Cited within: 2]

To investigate serial serum concentrations of procalcitonin (PCT) and C-reactive protein (CRP) in patients treated with mild hypothermia after cardiac arrest, and to study their association to severe infections, post cardiac arrest syndrome (PCAS) and long-term outcome.Serum samples from cardiac arrest patients treated with mild hypothermia were collected serially at admission, 2, 6, 12, 24, 36, 48 and 72 h after cardiac arrest. PCT and CRP concentrations were determined and tested for association with three definitions of infection, two surrogate markers of PCAS (circulation-SOFA and time to return of spontaneous circulation (ROSC)) and cerebral performance category (CPC) at six months.Eighty-four patients were included. PCT displayed an earlier release pattern than CRP with a significant increase within 2h, increasing further at 6h and onwards in patients with poor outcome. CRP increased later and continued to rise during the study period. PCT was strongly associated with circulation-SOFA and time to ROSC, and predicted a poor neurologic outcome with high accuracy (area under the receiver operating characteristic curve of 0.88, 0.86 and 0.87 at 12, 24 and 48 h respectively). No association of PCT or CRP to infection was observed.Our results suggest that PCT is released early after resuscitation following cardiac arrest, is associated with markers of PCAS but not with infection, and is an accurate predictor of poor outcome. Validation of these findings in larger studies is warranted.Copyright © 2013 Elsevier Ireland Ltd. All rights reserved.

Shinada K, Koami H, Matsuoka A, Sakamoto Y.

Prediction of return of spontaneous circulation in out-of-hospital cardiac arrest with non-shockable initial rhythm using point-of-care testing: a retrospective observational study

World J Emerg Med. 2023; 14(2):89-95.

DOI:10.5847/wjem.j.1920-8642.2023.031      PMID:36911060      [Cited within: 2]

Out-of-hospital cardiac arrest (OHCA) is a public health concern, and many studies have been conducted on return of spontaneous circulation (ROSC) and its prognostic factors. Rotational thromboelastometry (ROTEM), a point-of-care testing (POCT) method, has been useful for predicting ROSC in patients with OHCA, but very few studies have focused on patients with non-shockable rhythm. We examined whether the parameters of POCT could predict ROSC in patients with OHCA and accompanying non-shockable rhythm.This is a single-center, retrospective observational study. Complete blood count, blood gas, and ROTEM POCT measurements were used. This study included patients with non-traumatic OHCA aged 18 years or older who were transported to the emergency department and evaluated using POCT between January 2013 and December 2021. The patients were divided into the ROSC and non-ROSC groups. Prehospital information and POCT parameters were compared using receiver operating characteristic (ROC) curve analysis, and further logistic regression analysis was performed.Sixty-seven and 135 patients were in the ROSC and non-ROSC groups, respectively. The ROC curves showed a high area under the curve (AUC) for K of 0.77 (95% confidence interval []: 0.71-0.83) and EXTEM amplitude 5 min after clotting time (A5) of 0.70 (95%: 0.62-0.77). The odds ratios for ROSC were as follows: female sex 3.67 (95%: 1.67-8.04); K 0.64 (95%: 0.48-0.84); and EXTEM A5 1.03 (95%: 1.01-1.06).In OHCA patients with non-shockable rhythm, K level and the ROTEM parameter EXTEM A5 may be useful in predicting ROSC.Copyright: © World Journal of Emergency Medicine.

Schriefl C, Schoergenhofer C, Poppe M, Clodi C, Mueller M, Ettl F, et al.

Admission C-reactive protein concentrations are associated with unfavourable neurological outcome after out-of-hospital cardiac arrest

Sci Rep. 2021; 11(1):10279.

DOI:10.1038/s41598-021-89681-8      PMID:33986392      [Cited within: 2]

Whether admission C-reactive protein (aCRP) concentrations are associated with neurological outcome after out-of-hospital cardiac arrest (OHCA) is controversial. Based on established kinetics of CRP, we hypothesized that aCRP may reflect the pre-arrest state of health and investigated associations with neurological outcome. Prospectively collected data from the Vienna Clinical Cardiac Arrest Registry of the Department of Emergency Medicine were analysed. Adults (≥ 18 years) who suffered a non-traumatic OHCA between January 2013 and December 2018, without return of spontaneous circulation or extracorporeal cardiopulmonary resuscitation therapy were eligible. The primary endpoint was a composite of unfavourable neurologic function or death (defined as Cerebral Performance Category 3-5) at 30 days. Associations of CRP levels drawn within 30 min of hospital admission were assessed using binary logistic regression. ACRP concentrations were overall low in our population (n = 832), but higher in the unfavourable outcome group [median: 0.44 (quartiles 0.15-1.44) mg/dL vs. 0.26 (0.11-0.62) mg/dL, p < 0.001]. The crude odds ratio for higher aCRP concentrations was 1.19 (95% CI 1.10-1.28, p < 0.001, per mg/dL) to have unfavourable neurological outcome. After multivariate adjustment for traditional prognostication markers the odds ratio of higher aCRP concentrations was 1.13 (95% CI 1.04-1.22, p = 0.002). Sensitivity of aCRP was low, but specificity for unfavourable neurological outcome was 90% for the cut-off at 1.5 mg/dL and 97.5% for 5 mg/dL CRP. In conclusion, high aCRP levels are associated with unfavourable neurological outcome at day 30 after OHCA.

Mouliou DS.

C-reactive protein: pathophysiology, diagnosis, false test results and a novel diagnostic algorithm for clinicians

Diseases. 2023; 11(4):132.

[Cited within: 1]

Cole DS, Watts A, Scott-Coombes D, Avades T.

Clinical utility of peri-operative C-reactive protein testing in general surgery

Ann R Coll Surg Engl. 2008; 90(4):317-21.

DOI:10.1308/003588408X285865      PMID:18492397      [Cited within: 1]

C-reactive protein (CRP) is an acute-phase protein used clinically to diagnose infectious and inflammatory disease and monitor response to treatment. CRP measurement in the peri-operative period was audited and patterns of change analysed for elective general surgical patients.General surgical patients (201) admitted for elective general surgery over a 3-month period were considered for the study. CRP results pre- and postoperatively were recorded, and data on co-morbid conditions and surgical procedure were noted.CRP was requested pre-operatively on 84% of patients. A high CRP was more likely to be found in patients with co-morbidity. Postoperatively, CRP was requested during the first 3 days on 69% of patients. CRP peaked at postoperative days two or three, and then fell. In patients who had a high pre-operative CRP, the peak CRP was higher and occurred later, than those who had a normal pre-operative CRP.CRP requesting pre-operatively is common, but is not recommended in NICE guidelines. Postoperatively, CRP levels rise; as a result, its use as a tool to screen for infection is limited. CRP has a role in diagnosis of infection after the first three postoperative days and in monitoring response to treatment. Therefore, routine use of CRP measurements pre-operatively and in the first 2 or 3 days post-operatively is not recommended. A peri-operative CRP should only be requested if there is a clear clinical indication.

Ahmad R, Bhatti KM, Ahmed M, Malik KA, Rehman S, Abdulgader A, et al.

C-reactive protein as a predictor of complicated acute pancreatitis: reality or a myth?

Cureus. 2021; 13(11):e19265.

[Cited within: 1]

Anraku M, Shintomo R, Taguchi K, Kragh-Hansen U, Kai T, Maruyama T, et al.

Amino acids of importance for the antioxidant activity of human serum albumin as revealed by recombinant mutants and genetic variants

Life Sci. 2015; 134:36-41.

DOI:10.1016/j.lfs.2015.05.010      PMID:26032253      [Cited within: 1]

To determine molecular information about the antioxidant properties of human serum albumin, which is an important extracellular antioxidant. To obtain this information, we studied this function of the protein by using H2O2 as the representative reactive oxygen species and two recombinant mutants and ten genetic variants with single-residue mutations.The antioxidant capabilities of the isoforms were registered as their ability to diminish the H2O2-induced conversion of dihydrorhodamine 123 to rhodamine 123, which can emit fluorescence at 536 nm. Structural properties were examined by circular dichroism and SDS-PAGE.Cysteine residues are important for the antioxidant function, but their effect depends on their position in the protein, with Cys410 > Cys34 ~ Cys169 (when not involved in forming a disulfide bond). Likewise, the substitution of a glutamic acid at position 122 or 541, but not at 240 or 560, improves the antioxidant effect, perhaps by making the methionine residues in their vicinity, Met123 and Met548, respectively, more accessible for the oxidant. A lysine at position 505, but not at 82 or 570, decreases the oxidative effect. Finally, the mutations D269G and K276N had no effect. In certain cases, albumin acts as a sacrificial antioxidant, as in the case of the mutants C34S and, in particular, R410C and E505K.The information gained is of protein chemical relevance, but it may also be helpful in understanding the function of proteins that act as antioxidants in biological systems subjected to oxidative stress in conditions such as inflammation and aging.Copyright © 2015 Elsevier Inc. All rights reserved.

Ezra A, Rabinovich-Nikitin I, Rabinovich-Toidman P, Solomon B.

Multifunctional effect of human serum albumin reduces Alzheimer’s disease related pathologies in the 3xTg mouse model

J Alzheimers Dis. 2016; 50(1):175-88.

[Cited within: 1]

Yoon H, Song KJ, Shin SD, Ro YS, Hong KJ, Park JH.

Effect of serum albumin level on hospital outcomes in out-of-hospital cardiac arrest

Hong Kong J Emerg Med. 2020; 27:293-9.

[Cited within: 1]

Kong T, Chung SP, Lee HS, Kim S, Lee J, Hwang SO, et al.

The prognostic usefulness of the lactate/albumin ratio for predicting clinical outcomes in out-of-hospital cardiac arrest: a prospective, multicenter observational study (koCARC) study

Shock. 2020; 53(4):442-51.

DOI:10.1097/SHK.0000000000001405      PMID:31306348      [Cited within: 1]

We aimed to evaluate the lactate/albumin ratio (LAR) to identify its significance as a prognostic marker for favorable neurologic outcome and survival in patients with return of spontaneous circulation after out-of-hospital cardiac arrest (OHCA). Based on the LAR and multiple parameters, we developed new nomograms and externally validated the tools.We conducted an observational study using a prospective, multicenter registry of out-of-cardiac arrest resuscitation provided by the Korean Cardiac Arrest Research Consortium registry from October 2015 to June 2017.A total of 524 patients were included in this study. An increased LAR was significantly associated with decreased favorable neurologic outcomes (odds ratio [OR] 0.787; 95% confidence interval [CI], 0.630-0.983; P = 0.035) and survival at discharge (OR 0.744; 95% CI, 0.638-0.867; P < 0.001). The areas under the curve (AUCs) for predicting neurologic outcome and survival to discharge using the LAR were 0.824 (P < 0.001) and 0.781 (P < 0.001), respectively. An LAR value of more than the optimal cutoff values of 2.82 and 3.62 could significantly improve prediction of decreased favorable neurologic outcome and survival to discharge, respectively. We constructed nomograms based on the multivariate logistic model. The model for predicting favorable neurologic outcomes and survival discharge had AUCs of 0.927 (P < 0.001) and 0.872 (P < 0.001), respectively.The prognostic performance of the LAR was superior to a single measurement of lactate for predicting favorable neurologic outcomes and survival to discharge after OHCA. The newly developed nomograms can provide rapid prediction of probability of clinical outcomes.

You Y, Park J, Min J, Yoo I, Jeong W, Cho Y, et al.

Relationship between time related serum albumin concentration, optic nerve sheath diameter, cerebrospinal fluid pressure, and neurological prognosis in cardiac arrest survivors

Resuscitation. 2018; 131:42-7.

DOI:S0300-9572(18)30719-6      PMID:30086374      [Cited within: 1]

The optimal time to measure serum albumin concentration (SAC) to predict prognosis in cardiac arrest (CA) survivors has not been elucidated. We aimed to compare the relationships between time-related SAC, optic nerve sheath diameter (ONSD), intracranial pressure (ICP), and neurological prognosis in CA survivors.We undertook a retrospective study examining CA patients treated with target temperature management (TTM). ICP was measured using cerebrospinal fluid (CSF) pressure and ONSD was obtained before TTM. SAC was measured repeatedly at 4-6 h intervals from the hospital arrival time. We analysed CSF pressure, ONSD, and minimum SAC (MSAC) separately, or in combination, to predict poor neurological outcome.Of 83 patients enrolled, the good outcome group comprised 25 (34%) patients. MSAC at 24 h (MSAC24) had a higher area under the receiver operating characteristic curve (AUC) (0.687; 95% confidence interval (CI), 0.668-0.926) than other time points. CSF pressure showed a higher AUC (0.973; 95% CI, 0.911-0.996) than MSAC24 and ONSD (0.677; 95% CI, 0.565-0.776). In contrast to using MSAC24 and ONSD separately, the combination of both modalities resulted in a better AUC, thus improving the prediction of the neurological outcome (0.734; 95% CI, 0.626-0.825) and ICP (0.758; 95% CI, 0.651-0.845) after return of spontaneous circulation (ROSC) from CA.A higher ICP was strongly associated with and seemed predictive of poor outcome. Furthermore, the MSAC24/ONSD combination may be a useful predictor of high ICP and poor neurological outcome. Prospective studies should be conducted to confirm these results.Copyright © 2018 Elsevier B.V. All rights reserved.

Haschemi J, Müller CT, Haurand JM, Oehler D, Spieker M, Polzin A, et al.

Lactate to albumin ratio for predicting clinical outcomes after in-hospital cardiac arrest

J Clin Med. 2023; 12(12):4136.

[Cited within: 2]

Zhang RM, Tan K, Fu S, Deng JK.

Limited value of procalcitonin, C-reactive protein, white blood cell, and neutrophil in detecting bacterial coinfection and guiding antibiotic use among children with enterovirus infection

World J Pediatr. 2022; 18(3):230-3.

[Cited within: 2]

Du Y, Zhang J, Li N, Guo JH, Liu XM, Bian LH, et al.

Association between the C-reactive protein to albumin ratio and adverse clinical prognosis in patients with young stroke

Front Neurol. 2022; 13:989769.

[Cited within: 2]

Park JE, Chung KS, Song JH, Kim SY, Kim EY, Jung JY, et al.

The C-reactive protein/albumin ratio as a predictor of mortality in critically ill patients

J Clin Med. 2018; 7(10):333.

[Cited within: 1]

Chen CT, Chen CH, Chen TY, Yen DHT, How CK, Hou PC.

Comparison of in-hospital and out-of-hospital cardiac arrest patients receiving targeted temperature management: a matched case-control study

J Chin Med Assoc. 2020; 83(9):858-64.

[Cited within: 1]

Zhou X, Fu SZ, Wu YS, Guo ZH, Dian WK, Sun HB, et al.

C-reactive protein-to-albumin ratio as a biomarker in patients with sepsis: a novel LASSO-COX based prognostic nomogram

Sci Rep. 2023; 13(1):15309.

[Cited within: 1]

Blanc A, Colin G, Cariou A, Merdji H, Grillet G, Girardie P, et al.

Targeted temperature management after in-hospital cardiac arrest: an ancillary analysis of targeted temperature management for cardiac arrest with nonshockable rhythm trial data

Chest. 2022; 162(2):356-66.

[Cited within: 1]

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