Abstract
Objectives
Sepsis is an organism’s exaggerated response causing physiological and pathological biochemical changes. This study aims to investigate the alterations in thiol/disulfide ratio (TD) and ischemia-modified albumin (IMA), as well as their association with acute phase reactants in sepsis patients.
Methods
The study was conducted in the Anesthesia and Resuscitation Intensive Care Unit between October 1, 2023, and October 30, 2024, and included 66 patients, 29 women and 37 men. Patients were classified according to their Sequential Organ Failure Assessment (SOFA) scores. The parameters measured in this study included C-reactive protein (CRP), procalcitonin (PCT), native thiol, total thiol, disulfide, disulfide/native thiol × 100, disulfide/total thiol × 100, native thiol/total thiol × 100 ratios and IMA.
Results
In the SOFA<10 group, acute phase reactants such as CRP and PCT were elevated on day 0; however, these levels decreased significantly on days 3 and 7. In the SOFA≥10 group, all measured values decreased on day 7, although the changes were not statistically significant (p>0.05). IMA values were significantly higher on day 0 (p<0.05). In both groups, patients had elevated levels of total thiols, native thiols, and IMA, suggesting increased antioxidant levels.
Conclusions
Our study’s findings indicate that IMA and TD are involved in the pathogenesis of sepsis in patients.
Özet
Amaç
Sepsis, bir organizmanın fizyolojik ve patolojik biyokimyasal değişikliklere neden olan abartılı tepkisidir. Bu çalışmanın amacı, sepsis hastalarında tiyol/disülfür oranı (TD) seviyelerindeki ve iskemi modifiye albümin (IMA) değişikliklerini ve bunların akut faz reaktanlarıyla ilişkisini araştırmaktır.
Yöntem
Çalışma, 1 Ekim 2023 ile 30 Ekim 2024 tarihleri arasında Anestezi ve Resüsitasyon Yoğun Bakım Ünitesinde yürütüldü ve 29 kadın ve 37 erkek olmak üzere 66 hastayı kapsadı. Hastalar Sıralı Organ Yetmezliği Değerlendirmesi (SOFA) puanlarına göre sınıflandırıldı. Bu çalışmada ölçülen parametreler arasında C-reaktif protein (CRP), prokalsitonin (PCT), doğal tiyol, toplam tiyol, disülfür, disülfür/doğal tiyol × 100, disülfür/toplam tiyol × 100, doğal tiyol/toplam tiyol × 100 oranları ve IMA yer aldı.
Bulgular
SOFA<10 grubunda, CRP ve PCT gibi akut faz reaktanları 0. günde yükseldi; ancak, bu seviyeler 3. ve 7. günlerde anlamlı şekilde azaldı. SOFA≥10 grubunda, ölçülen tüm değerler 7. günde azaldı, ancak değişiklikler istatistiksel olarak anlamlı değildi (p>0,05). IMA değerleri 0. günde anlamlı şekilde daha yüksekti (p<0,05). Her iki grupta da hastalarda toplam tiyoller, doğal tiyoller ve IMA seviyeleri yükselmişti, bu da artmış antioksidan seviyelerini düşündürmektedir.
Sonuç
Çalışmamızın bulguları, IMA ve TD’nin hastalarda sepsis patogenezinde rol oynadığını göstermektedir.
Introduction
Sepsis is caused by an uncontrolled inflammatory response following an infection, which can lead to organ dysfunction. It remains a significant cause of mortality in intensive care units worldwide [1]. Although mortality is >10 % in patients with sepsis, comorbidities such as organ transplantation operations, congestive heart failure, cirrhosis, and uncontrolled diabetes mellitus may exacerbate sepsis [2].
In the intensive care unit (ICU), the Sequential Organ Failure Assessment (SOFA) score is used to assess the sepsis status of patients. The SOFA score is a method used to assess organ dysfunction in critically ill patients. It is a good prognostic indicator for the evaluation of the patient during the ICU stay. A SOFA score of 10 and above is independently associated with an increased risk of death in hospitals and in the ICU [3], 4]. The SOFA score is obtained by examining the status of respiratory, coagulation, liver, cardiovascular, central nervous system, and renal organ function. It is calculated 24 h after admission to the ICU and repeated every 48 h. Patients with a SOFA>10 are those who have severe sepsis in the ICU and are associated with more organ involvement [3], 4].
Oxidative stress (OS) is the result of an imbalance between antioxidant and oxidant molecules in the body [5]. Excessive production of reactive oxygen species leads to DNA breaks and oxidation of cell membrane proteins and lipids [6]. The key changes include heightened synthesis of inducible nitric oxide and disruption of mitochondrial electron transport systems [5], 7]. In the body, reactive oxygen molecules transfer an electron to a thiol, which is then oxidized to form a disulfide bond. The formation of disulfide structures is a reversible process. Depending on the OS level, the extent of this conversion can vary. In the context of sepsis, this process contributes to cellular dysfunction, endothelial damage, myocardial depression, and multiple organ failure. These effects may lead to vascular catecholamine unresponsiveness and can indicate potential diseases [8].
Thiols are organic compounds with a carbon-linked sulfhydryl group. Antioxidants containing thiol groups such as glutathione, cysteine, and N-acetyl cysteine are anti-inflammatory molecules against reactive oxygen species formed in inflammation [9]. Thiols play essential roles in cellular processes, including antioxidant defense, inflammation, regulation of enzyme activities, and immunity. They protect the human body against oxidative stress, and this balance is crucial for detoxification and antioxidant protection [10]. This study aims to evaluate thiol/disulfide ratio (TD) and ischemia-modified albumin (IMA) levels in patients diagnosed with sepsis, based on the SOFA score.
Materials and methods
The hospital ethics committee approved the study on September 21, 2023. The research was conducted in the Intensive Care Unit of the Anesthesia and Reanimation Clinic at the University of Health Sciences, Ankara Training and Research Hospital, from October 1, 2023, to October 30, 2024. Patients or their relatives gave informed consent. A total of 66 patients participated in the study, consisting of 29 women (44 %) and 37 men (56 %). The sepsis status of the patients was evaluated with the SOFA score [5], 6]. In our study, the median SOFA score was calculated as 5.83 (Q1:4–Q3:8). 48 (72.7 %) of the patients were evaluated according to SOFA<10, and 18 (27.3 %) were evaluated according to SOFA≥10 on days 0, 3 and 7. The mean age of the patients was 71.7 ± 13.0 years for SOFA<10 and 75.7 ± 11.6 years for SOFA≥10.
The sources of sepsis in patients were lung infections (pneumonia) (48 %), urinary tract infections (25 %), intra-abdominal infections (abscess, peritonitis, 15 %), skin and soft tissue infections (cellulitis, diabetic foot infections, 5 %), infections caused by central venous catheters (5 %), and meningitis and nervous system infections (2 %). Gram-negative bacteria [Klebsiella (20 %), Pseudomonas aeruginosa (15 %), Acinetobacter (15 %) and Escherichia coli (5 %)] were the causative agents in about 45 % (n=30) of the patients and gram-positive bacteria [(Enterococcus (15 %), Staphylococcus aureus (5 %), coagulase-negative Staphylococci (5 %), Streptococcus pneumonia (5 %)] and fungi (5 %) were the causative agents in 35 % (n=23). Gram staining could not be performed in the remaining 20 % (n=13). During treatment, blood, urine, tracheal aspirate, wound site, or surgical debridement cultures were taken from the patients and appropriate antibiotic therapy was administered.
Patients were evaluated clinically on days 0, 3, and 7. Venous blood samples were collected using Becton Dickinson Vacutainer tubes. The first blood sample was taken immediately upon the patient’s arrival, followed by additional samples on days 3 and 7. After blood samples were collected, they were centrifuged at 1,500 g for 10 min to measure TD levels. Serum samples were stored at −80 °C until ready for biochemical analysis. TD levels were measured directly using a new automated spectrophotometric method developed by Erel and Neşelioğlu [8], 9]. Serum IMA, native thiol, and total thiol levels were measured on the same device using an automated analyzer (Siemens ADVIA 1800, Erlangen, Germany). Disulfide concentrations were calculated as half the difference between native thiol and total thiol concentrations. The ratio of disulfides to total thiols, disulfides to native thiols, and native thiols to total thiols was calculated. IMA was determined by the colorimetric albumin cobalt binding assay. The calibrator used in IMA was 1.0 mmol/L mercaptoethanol [11].
Statistical analysis
The data obtained in this study were analyzed using the SPSS 22 package program. Kolmogorov-Smirnov test was used for the normality test of the data. Since the data did not show a normal distribution, the Mann-Whitney U test was used in intergroup comparisons, and the Friedman test and Wilcoxon sign test were used in intragroup comparisons. The significance level was taken as 0.05.
Results
This study included 66 patients, 29 females and 37 males. Sepsis patients were classified according to their SOFA score. In intensive care unit patients with less organ involvement, the SOFA score is below 10; in patients with more organ involvement, it is above 10. Our study calculated the median SOFA score as 5.83 (Q1:4–Q3:8). There were no significant differences in body weight, age, or gender between the SOFA groups in our study (p>0.05).
SOFA<10 group
It is observed that CRP and PCT values change with time (p<0.05), there is no significant difference between CRP, D0 and D3 measurements and PCT values between D3 and D7 measurements (p>0.05). It is observed that CRP, D7 values (lower than D0 and D3 measurements) and PCT, D0 values (higher than D3 and D7) are significantly different (p<0.05).
It is observed that native thiol, total thiol, and disulfide values change significantly with time (p<0.05). It is observed that native thiol, total thiol and disulfide D0 values are significantly different compared to D3 measurements and the measurement values in D3 are higher (p<0.05). It is observed that disulfide/native thiol × 100, disulfide/total thiol × 100 and native thiol/total thiol × 100 values do not show significant change over time (p>0.05). It is observed that IMA values show significant change over time (p<0.05), there is a significant difference in IMA D0 values compared to D3 and D7 measurements and the measurement values in D0 are higher (p<0.05).
In the SOFA≥10 group
There is no significant difference in measurements over time (p>0.05). Although not statistically significant, it is observed that the measurements in D7 are lower. It is observed that IMA values show significant change over time (p<0.05), there is a significant difference in IMA D0 values compared to D3 and D7 measurements and the measurement values in D0 are higher (p<0.05).
In the comparison between the SOFA groups
There is no significant difference in terms of measurement values in CRP, PCT, native thiol, total thiol (D0 and D3), disulfide (D0 and D3), disulfide/native thiol × 100, native thiol/total thiol × 100 and IMA (p>0.05). Although not statistically significant, in the Sofa≥10 group, CRP values are higher, PCT, native thiol, total thiol (D0 and D3), disulfide (D0 and D3) values are lower (Table 1).
Evaluation of CRP, PCT, native thiol, total thiol, disulfide and IMA measurements by groups.
Variables | SOFA<10 (n=48) | SOFA≥10 (n=18) | ||||||
---|---|---|---|---|---|---|---|---|
Day 0 | Day 3 | Day 7 | p-Valuec | Day 0 | Day 3 | Day 7 | p-Valuec | |
CRP, mg/L | 136 (92.5–177)a | 126 (62.7–177)a | 110 (57.7–111)b | <0.001 | 200 (117–309) | 129 (114–142) | 111 (99.9–175) | 0.179 |
PCT, ng/mL | 3.1 (0.7–7.9)a | 1.0 (0.4–3.0)b | 0.7 (0.3–2.3)b | <0.001 | 1.8 (0.7–8.9) | 2.4 (0.5–3.0) | 1.7 (0.8–2.3) | 0.412 |
Native thiol, µmol/L | 158 (119–192)a | 167 (143–222)b | 164 (146–199)a,b | 0.004 | 160 (122–189) | 148 (126–172) | 150 (113–164) | 0.678 |
Total thiol, µmol/L | 192 (145–237)a | 209 (175–272)b | 203 (183–237)a,b | 0.001 | 196 (142–229) | 184 (152–213) | 186 (143–203) | 0.946 |
Disulfide, µmol/L | 16.8 (12.4–24.5)a | 20.8 (15.6–27.0)b | 19.4 (17.5–24.3)a,b | 0.001 | 18.2 (10.4–20.4) | 16.5 (11.4–22.9) | 17.2 (14.1–19.4) | 0.906 |
Disulfide/Native thiol × 100 | 11.3 (9.6–13.3) | 12.0 (10.7–14.1) | 11.9 (11.1–13.3) | 0.051 | 11.4 (10.2–12.5) | 11.6 (10.5–13.7) | 11.9 (10.7–12.4) | 0.438 |
Disulfide/Total thiol × 100 | 9.2 (8.0–10.5) | 9.6 (8.8–11.0) | 9.4 (9.1–10.5) | 0.058 | 9.3 (8.5–10.0) | 9.4 (8.7–10.8) | 9.4 (8.8–9.9) | 0.311 |
Native thiol/Total thiol × 100 | 81.6 (79.0–84.0) | 80.7 (78.0–82.4) | 81.1 (79.0–81.9) | 0.053 | 81.5 (80.1–83.0) | 81.2 (78.5–82.6) | 81.1 (80.1–82.3) | 0.311 |
IMA, ABSU | 0.8 (0.7–1.0)a | 0.7 (0.6–0.8)b | 0.7 (0.6–07)b | 0.001 | 0.8 (0.7–1.1)a | 0.7 (0.6–0.9)b | 0.7 (0.6–0.8)a,b | 0.012 |
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cFriedman test. The Mann-Whitney U test was used in intergroup comparisons, and the Friedman test and Wilcoxon sign test were used in intragroup comparisons. Data are presented as median and quartiles (Q1-Q3). Different small superscript in each row indicates the statistically significant differences after multiple comparison. No statistically significant differences were observed between the SOFA, groups on days 0, 3, and 7 in pairwise comparisons conducted using the Mann-Whitney U test. Significant p-values are shown in bold.
Discussion
In our study, we aimed to investigate the changes in native thiol, total thiol, disulfide, CRP, and PCT in sepsis patients grouped according to SOFA scoring in intensive care units. The findings of our study indicate that IMA and TD change in the pathogenesis of sepsis in patients. Sepsis is a disease that can progress to inflammation in the endothelial system and multiple organ failure triggered by an increase in the synthesis of proinflammatory molecules and monitored in intensive care [12]. Free radicals and reactive products increase during sepsis. TD and IMA changes may help to explain the pathogenesis of sepsis.
In our study, PCT and CRP were examined among acute-phase reactants. Increased CRP level is a classic finding of infection [13]. However, Garnacho-Montero concluded that PCT is a more reliable biomarker than CRP [14]. It was observed that CRP and PCT values changed according to time in SOFA≥10 and SOFA<10 groups (p<0.05). It was observed that CRP and PCT were higher on day 0 (p<0.05). On day 7, CRP and PCT values were significantly lower compared to day 0 and day 3 (p<0.05). It was thought that CRP and PCT decreased after intensive antibiotic treatment starting from day 0.
The imbalance of oxidative balance due to an increase in reactive oxygen species and the inadequacy of antioxidant substances and mechanisms that detoxify them is called OS. Tissue hypoperfusion and multiple organ failure are common in sepsis. It is known that tissue damage is further increased due to oxidative stress in more severe patients with SOFA>10. Another study by Lorente showed that decreased antioxidant status increased oxidative stress and sepsis severity and was associated with mortality [15]. Recent studies indicate that increased disulfide concentrations are linked to OS, while higher native thiol levels may serve as a response to the oxidative environment [16], 17].
Our study found no significant differences in disulfide, total thiol, native thiol, IMA, or native thiol/total thiol ratios values among the SOFA>10 groups (p>0.05). Although not statistically significant, lower values were observed in patients with SOFA>10. These results correlate with previous studies and indicate that oxidant and antioxidant balance is impaired in sepsis [12], 15].
Ayar et al. reported that disulfide, total thiol, and native thiol levels were significantly reduced in children with sepsis [18]. There was no significant difference in the reduced thiol ratio and oxidation-reduction rate between the healthy and sepsis groups. Additionally, levels of native thiol, total thiol, and disulfide were higher in the non-surviving group compared to the surviving group. This suggests that there is no relationship between native thiol, total thiol, disulfide levels, and disease activity in patients with sepsis [18]. Gürü et al. reported that the levels of total thiol and native thiol were low in patients with acquired pneumonia due to oxidative stress (OS) [19]. Parlak et al. investigated the thiol-disulfide balance in adult patients hospitalized with community-acquired pneumonia and compared it to a home control group [20]. Their findings revealed that both native thiol and total thiol levels were significantly lower in the patient group than in the control group. However, there was no significant difference in disulfide levels between the patient and control groups. Interestingly, the study found that the disulfide/total thiol ratio was statistically significantly higher in patients with pneumonia compared to the control group [20]. In patients with SOFA<10, higher native thiol and total thiol values indicate increased antioxidant levels. Ilanbey et al., Gokhan et al., and Baykan et al. obtained the same result in their studies [21], [22], [23].
IMA is formed due to oxidative stress. Increased IMA is an independent predictor of serious cardiac outcomes such as death, myocardial infarction, and refractory ischemia [24]. Worster et al. found that IMA values above 80 U/mL and sensitivity at 6 h was 92.3 % in patients admitted to the emergency department due to cardiac ischemia for serious cardiac outcomes (myocardial infarction, congestive heart failure, serious arrhythmias) [25]. It increases in systemic sclerosis, scleroderma, metabolic syndrome, obesity, acute ischemic stroke patients, end-stage renal disease, acute mesenteric ischemia, arthroscopic knee surgery, DM, post-exercise skeletal muscle ischemia, peripheral vascular diseases, respiratory distress syndrome, obesity, and some cancers. IMA does not increase in immune system disorders, gastrointestinal diseases, and non-ischemic heart diseases [24]. Clinically, the best model recommended for IMA is transient coronary artery occlusion during percutaneous coronary intervention [25].
In our study, IMA values were found to be high on day 0 in SOFA<10 and SOFA≥10 cases. High IMA values on day 0 are used as an indicator of increased oxidative stress or ischemia/reperfusion injury. High IMA levels indicate increased oxidative stress due to ischemia-reperfusion. Higher IMA values on day 0 in patients with SOFA≥10 and SOFA<10 indicate that ischemia was intense (p<0.05) [11]. The albumin cobalt binding test has important analytical and clinical problems. In order to reduce these problems, it has been suggested that IMA results should be interpreted together with plasma albumin concentration. The fact that albumin was not measured in our study creates a limitation in terms of the interpretation of IMA results [26].
Conclusions
When the literature is reviewed, our study is the first to evaluate TD balance on days 0, 3, and 7 of sepsis according to SOFA scoring. The limited number of patients and the single center are the limitations of this study. Nevertheless, it is thought that the mechanisms underlying sepsis change thiol status and IMA in the organism.
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Research ethics: Our study was deemed ethically appropriate by the Ethics Committee of the Ankara Education and Research Hospital of the Ankara Governorship Provincial Health Directorate on 08.02.2023 (E.Kurul-E-22-1169-Ethics Committee Decision). As researchers, we have read the current Good Clinical Practice Guide / Good Laboratory Practice Guide published by the Ministry of Health. We declare and undertake that the study was conducted in accordance with the World Medical Association Helsinki Declaration (as revised in 2013), that all units and personnel participating in the study were informed about the study, that we assumed financial responsibility, and that we were aware of any legal issues that may arise in the study.
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Informed consent: Informed consent was obtained from all individuals included in this study, or their legal guardians or wards.
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Author contributions: All authors have accepted responsibility for the entire content of this manuscript and approved its submission.
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Use of Large Language Models, AI and Machine Learning Tools: None declared.
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Conflict of interest: All authors state no conflict of interest.
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Research funding: None declared.
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Data availability: Not applicable.
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- The evaluation of the efficiency of Atellica UAS800 in detecting pathogens (rod, cocci) causing urinary tract infection
- Case Report
- Exploring inherited vitamin B responsive disorders in the Moroccan population: cutting-edge diagnosis via GC-MS profiling
- Letter to the Editor
- Letter to the Editor: “Gene mining, recombinant expression and enzymatic characterization of N-acetylglucosamine deacetylase”
Articles in the same Issue
- Frontmatter
- Review Article
- Unveiling the hidden clinical and economic impact of preanalytical errors
- Research Articles
- To explore the role of hsa_circ_0053004/hsa-miR-646/CBX2 in diabetic retinopathy based on bioinformatics analysis and experimental verification
- Study on the LINC00578/miR-495-3p/RNF8 axis regulating breast cancer progression
- Comparison of two different anti-mullerian hormone measurement methods and evaluation of anti-mullerian hormone in polycystic ovary syndrome
- The evaluation of the relationship between anti angiotensin type I antibodies in hypertensive patients undergoing kidney transplantation
- Evaluation of neopterin, oxidative stress, and immune system in silicosis
- Assessment of lipocalin-1, resistin, cathepsin-D, neurokinin A, agmatine, NGF, and BDNF serum levels in children with Autism Spectrum Disorder
- Regulatory nexus in inflammation, tissue repair and immune modulation in Crimean-Congo hemorrhagic fever: PTX3, FGF2 and TNFAIP6
- Pasteur effect in leukocyte energy metabolism of patients with mild, moderate, and severe COVID-19
- Thiol-disulfide homeostasis and ischemia-modified albumin in patients with sepsis
- Myotonic dystrophy type 1 and oxidative imbalance: evaluation of ischemia-modified albumin and oxidant stress
- Antioxidant and alpha-glucosidase inhibitory activities of flavonoids isolated from fermented leaves of Camellia chrysantha (Hu) Tuyama
- Examination of the apelin signaling pathway in acetaminophen-induced hepatotoxicity in rats
- Integrating network pharmacology, in silico molecular docking and experimental validation to explain the anticancer, apoptotic, and anti-metastatic effects of cosmosiin natural product against human lung carcinoma
- Validation of Protein A chromatography: orthogonal method with size exclusion chromatography validation for mAb titer analysis
- The evaluation of the efficiency of Atellica UAS800 in detecting pathogens (rod, cocci) causing urinary tract infection
- Case Report
- Exploring inherited vitamin B responsive disorders in the Moroccan population: cutting-edge diagnosis via GC-MS profiling
- Letter to the Editor
- Letter to the Editor: “Gene mining, recombinant expression and enzymatic characterization of N-acetylglucosamine deacetylase”