1
|
Chen C, Li D, Zhou Z, Guan Q, Sheng B, Hu Y, Zhang Z. Epidemiology and Risk Prediction Model of Multidrug-Resistant Organism Infections After Liver Transplant Recipients: A Single-Center Cohort Study. Bioengineering (Basel) 2025; 12:417. [PMID: 40281777 PMCID: PMC12024721 DOI: 10.3390/bioengineering12040417] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2025] [Revised: 04/10/2025] [Accepted: 04/11/2025] [Indexed: 04/29/2025] Open
Abstract
Objective: Accurate risk stratification at an early stage may reduce the incidence of infection and improve the survival rate of recipients by adopting targeted interventions. This study aimed to develop a nomogram to predict the risk of multidrug-resistant organism (MDRO) infections in liver transplant (LT) recipients. Methods: We retrospectively collected clinical data from 301 LT recipients and randomly divided them into a training set (210 cases) and validation set (91 cases) using a 7:3 split ratio. Factors related to the risk of MDRO infection after LT were determined using univariate and multivariate bidirectional stepwise logistic regression. The model's predictive performance and discrimination ability were evaluated using receiver operating characteristic (ROC) curves, calibration curves, and decision curve analysis (DCA). Results: 56 (18.60%) patients developed a MDRO infection, including 37 (17.62%) in the training cohort and 19 (20.88%) in the validation cohort. Ultimately, five factors related to MDRO infection after LT surgery were established: ascites (OR = 3.48, 95% CI [1.33-9.14], p = 0.011), total bilirubin (OR = 1.01, 95% CI [1.01-1.01], p < 0.001), albumin (OR = 0.85, 95% CI [0.75-0.96], p = 0.010), history of preoperative ICU stay (OR = 1.09, 95% CI [1.01-1.17], p = 0.009), and length of ICU stay (OR = 3.70, 95% CI [1.39-9.84], p = 0.019). The model demonstrated strong discrimination, and the area under the curve (AUC), sensitivity, and specificity of the training set were 0.88 (95% CI [0.81-0.94]), 0.82 (95% CI [0.76-0.87]), and 0.86 (95% CI [0.75-0.98]), respectively, while for the validation set, they were 0.77 (95% CI [0.65-0.90]), 0.76 (95% CI [0.67-0.86]), and 0.68 (95% CI [0.48-0.89]). The mean absolute error (MAE) in the validation cohort was 0.029, indicating a high accuracy. DCA showed a clinical benefit within a threshold probability range of 0.1 to 0.7. Conclusions: This study developed a clinically accessible nomogram to predict the risk of MDRO infection in LT recipients, enabling early risk stratification and the real-time assessment of infection risk based on the length of postoperative ICU stay. The model incorporates five easily obtainable clinical parameters (ascites, total bilirubin, albumin, preoperative ICU stay history, and length of ICU stay) and demonstrates strong predictive performance, facilitating the early identification of high-risk patients. Future research should focus on refining the model by incorporating additional clinical factors (e.g., immunosuppressive therapy adherence) and validating its generalizability in multicenter, large-sample cohorts to enhance its clinical utility.
Collapse
Affiliation(s)
- Chuanlin Chen
- School of Clinical Medicine, Qinghai University, Xining 810000, China; (C.C.)
- Department of Liver ICU, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua Medicine, Tsinghua University, Beijing 100000, China
| | - Desheng Li
- School of Clinical Medicine, Qinghai University, Xining 810000, China; (C.C.)
| | - Zhengdon Zhou
- School of Clinical Medicine, Qinghai University, Xining 810000, China; (C.C.)
| | - Qinghua Guan
- Department of Liver ICU, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua Medicine, Tsinghua University, Beijing 100000, China
| | - Bo Sheng
- Department of Liver ICU, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua Medicine, Tsinghua University, Beijing 100000, China
| | - Yongfang Hu
- Department of Clinical Pharmacy, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua Medicine, Tsinghua University, Beijing 100000, China
| | - Zhenyu Zhang
- Department of Liver ICU, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua Medicine, Tsinghua University, Beijing 100000, China
| |
Collapse
|
2
|
Maeyama L, Fas S, Schüttrumpf J, Henrichsen S. Comparative analysis of purity of human albumin preparations for clinical use. Anal Chim Acta 2024; 1332:343364. [PMID: 39580176 DOI: 10.1016/j.aca.2024.343364] [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: 06/25/2024] [Revised: 10/10/2024] [Accepted: 10/23/2024] [Indexed: 11/25/2024]
Abstract
BACKGROUND Albumin is the most prevalent plasma protein and serves numerous physiological roles, both in body fluid management and in various other capacities. In many diseases, a deficiency of albumin has been observed, and in certain conditions, albumin substitution has been demonstrated to improve outcome in comparison to plasma expansion using crystalloid or other colloid solutions. The favourable effects of using albumin in patients with liver cirrhosis are likely associated with the non-oncotic functions of albumin. Albumin for clinical use is obtained through fractionation of pooled donor plasma. The production procedures are optimized to ensure pure, chemically uncompromised and native protein. RESULTS We have extensively analysed commercial preparations of human albumin for clinical use from six different providers. Parameters that must correspond to the requirements of international pharmacopoeias were assessed (aluminium, ethanol, sodium, the presence of dimers and oligomers) and found to conform in all cases. In addition, we used for the first time nuclear magnetic resonance (NMR) as an additional analytical approach for investigating in greater depth the quality of a biological remedy gained from human plasma. We applied both 1H NMR and 13C-HSQC for confirming the identity of the albumin preparations, which also conformed in all cases. Moreover, we utilized T2-filtered 1H NMR and 13C-HSQC measurements to identify the presence of small molecules in the preparations. This demonstrated similar patterns of additional substances present, but also unveiled certain differences in purity in the products of the different providers. SIGNIFICANCE Our analyses confirmed that albumin preparations in clinical use conform to the requirements. We furthermore demonstrate that NMR measurements can provide further depth in identity and purity measurements of biologicals. Despite largely standardized protocols in pharmaceutical albumin production, our in-depth analyses revealed differences in purity. Some samples exhibited lower levels of components other than albumin. We discuss possible causes of these observations and their potential implications for clinical therapy.
Collapse
Affiliation(s)
- Liye Maeyama
- Biotest AG, Landsteinerstraße 5, D-63303, Dreieich, Germany
| | - Stefanie Fas
- Biotest AG, Landsteinerstraße 5, D-63303, Dreieich, Germany
| | | | | |
Collapse
|
3
|
Nesci A, Ruggieri V, Manilla V, Spinelli I, Santoro L, Di Giorgio A, Santoliquido A, Ponziani FR. Endothelial Dysfunction and Liver Cirrhosis: Unraveling of a Complex Relationship. Int J Mol Sci 2024; 25:12859. [PMID: 39684569 DOI: 10.3390/ijms252312859] [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: 09/27/2024] [Revised: 11/22/2024] [Accepted: 11/27/2024] [Indexed: 12/18/2024] Open
Abstract
Endothelial dysfunction (ED) is the in the background of multiple metabolic diseases and a key process in liver disease progression and cirrhosis decompensation. ED affects liver sinusoidal endothelial cells (LSECs) in response to different damaging agents, causing their progressive dedifferentiation, unavoidably associated with an increase in intrahepatic resistance that leads to portal hypertension and hyperdynamic circulation with increased cardiac output and low peripheral artery resistance. These changes are driven by a continuous interplay between different hepatic cell types, invariably leading to increased reactive oxygen species (ROS) formation, increased release of pro-inflammatory cytokines and chemokines, and reduced nitric oxide (NO) bioavailability, with a subsequent loss of proper vascular tone regulation and fibrosis development. ED evaluation is often accomplished by serum markers and the flow-mediated dilation (FMD) measurement of the brachial artery to assess its NO-dependent response to shear stress, which usually decreases in ED. In the context of liver cirrhosis, the ED assessment could help understand the complex hemodynamic changes occurring in the early and late stages of the disease. However, the instauration of a hyperdynamic state and the different NO bioavailability in intrahepatic and systemic circulation-often defined as the NO paradox-must be considered confounding factors during FMD analysis. The primary purpose of this review is to describe the main features of ED and highlight the key findings of the dynamic and intriguing relationship between ED and liver disease. We will also focus on the significance of FMD evaluation in this setting, pointing out its key role as a therapeutic target in the never-ending battle against liver cirrhosis progression.
Collapse
Affiliation(s)
- Antonio Nesci
- Angiology and Noninvasive Vascular Diagnostics Unit, Department of Cardiovascular Sciences, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy
| | - Vittorio Ruggieri
- Angiology and Noninvasive Vascular Diagnostics Unit, Department of Cardiovascular Sciences, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy
| | - Vittoria Manilla
- Liver Unit, CEMAD-Centro Malattie dell'Apparato Digerente, Medicina Interna e Gastroenterologia, Fondazione Policlinico Universitario Gemelli IRCCS, 00168 Rome, Italy
| | - Irene Spinelli
- Liver Unit, CEMAD-Centro Malattie dell'Apparato Digerente, Medicina Interna e Gastroenterologia, Fondazione Policlinico Universitario Gemelli IRCCS, 00168 Rome, Italy
| | - Luca Santoro
- Angiology and Noninvasive Vascular Diagnostics Unit, Department of Cardiovascular Sciences, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy
| | - Angela Di Giorgio
- Angiology and Noninvasive Vascular Diagnostics Unit, Department of Cardiovascular Sciences, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy
| | - Angelo Santoliquido
- Angiology and Noninvasive Vascular Diagnostics Unit, Department of Cardiovascular Sciences, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy
- Dipartimento di Medicina e Chirurgia Traslazionale, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Francesca Romana Ponziani
- Liver Unit, CEMAD-Centro Malattie dell'Apparato Digerente, Medicina Interna e Gastroenterologia, Fondazione Policlinico Universitario Gemelli IRCCS, 00168 Rome, Italy
- Dipartimento di Medicina e Chirurgia Traslazionale, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| |
Collapse
|
4
|
Heybe MA, Mehta KJ. Role of albumin infusion in cirrhosis-associated complications. Clin Exp Med 2024; 24:58. [PMID: 38551716 PMCID: PMC10980629 DOI: 10.1007/s10238-024-01315-1] [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: 01/26/2024] [Accepted: 02/29/2024] [Indexed: 04/01/2024]
Abstract
Cirrhosis is an advanced-stage liver disease that occurs due to persistent physiological insults such as excessive alcohol consumption, infections, or toxicity. It is characterised by scar tissue formation, portal hypertension, and ascites (accumulation of fluid in the abdominal cavity) in decompensated cirrhosis. This review evaluates how albumin infusion ameliorates cirrhosis-associated complications. Since albumin is an oncotic plasma protein, albumin infusion allows movement of water into the intravascular space, aids with fluid resuscitation, and thereby contributes to resolving cirrhosis-induced hypovolemia (loss of extracellular fluid) seen in ascites. Thus, albumin infusion helps prevent paracentesis-induced circulatory dysfunction, a complication that occurs when treating ascites. When cirrhosis advances, other complications such as spontaneous bacterial peritonitis and hepatorenal syndrome can manifest. Infused albumin helps mitigate these by exhibiting plasma expansion, antioxidant, and anti-inflammatory functions. In hepatic encephalopathy, albumin infusion is thought to improve cognitive function by reducing ammonia concentration in blood and thereby tackle cirrhosis-induced hepatocyte malfunction in ammonia clearance. Infused albumin can also exhibit protective effects by binding to the cirrhosis-induced proinflammatory cytokines TNFα and IL6. While albumin administration has shown to prolong overall survival of cirrhotic patients with ascites in the ANSWER trial, the ATTIRE and MACHT trials have shown either no effect or limitations such as development of pulmonary oedema and multiorgan failure. Thus, albumin infusion is not a generic treatment option for all cirrhosis patients. Interestingly, cirrhosis-induced structural alterations in native albumin (which lead to formation of different albumin isoforms) can be used as prognostic biomarkers because specific albumin isoforms indicate certain complications of decompensated cirrhosis.
Collapse
Affiliation(s)
- Mohamed A Heybe
- GKT School of Medical Education, Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - Kosha J Mehta
- Centre for Education, Faculty of Life Sciences and Medicine, King's College London, London, UK.
| |
Collapse
|
5
|
Gremese E, Bruno D, Varriano V, Perniola S, Petricca L, Ferraccioli G. Serum Albumin Levels: A Biomarker to Be Repurposed in Different Disease Settings in Clinical Practice. J Clin Med 2023; 12:6017. [PMID: 37762957 PMCID: PMC10532125 DOI: 10.3390/jcm12186017] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2023] [Revised: 09/10/2023] [Accepted: 09/13/2023] [Indexed: 09/29/2023] Open
Abstract
Serum albumin (ALB), one of the most important proteins in human physiology, has the main functions of maintaining plasma oncotic pressure and plasma volume, transporting hormones, vitamins, oligominerals and drugs, and exerting a powerful antioxidant-anti-inflammatory role. Its prognostic value in liver and malabsorption syndromes is well known. In this narrative review, an analysis of the most important studies evaluating the prognostic significance of low serum ALB levels in hospitalized patients was performed. Specifically, the risk in emergency medicine, cardiovascular diseases, Coronavirus Disease 19 (COVID-19) infection, nephrology, oncology, and autoimmune rheumatic diseases has been examined to fully explore its clinical value. ALB is a negative acute-phase reactant and the reduction in its serum levels represents a threatening parameter for long-term survival in several clinical settings, and a strong biomarker for a poor prognosis in most diseases. Therefore, clinicians should consider serum ALB as a valuable tool to assess the efficacy of specific therapies, both in hospitalized patients and in chronic follow-up.
Collapse
Affiliation(s)
- Elisa Gremese
- Clinical Immunology Unit, Fondazione Policlinico Universitario A. Gemelli-IRCCS, Catholic University of the Sacred Heart, 00168 Roma, Italy
- Immunology Core Facility, Fondazione Policlinico Universitario A. Gemelli-IRCCS, 00168 Roma, Italy
| | - Dario Bruno
- Clinical Immunology Unit, Fondazione Policlinico Universitario A. Gemelli-IRCCS, 00168, Roma, Italy; (D.B.); (V.V.); (S.P.)
| | - Valentina Varriano
- Clinical Immunology Unit, Fondazione Policlinico Universitario A. Gemelli-IRCCS, 00168, Roma, Italy; (D.B.); (V.V.); (S.P.)
| | - Simone Perniola
- Immunology Core Facility, Fondazione Policlinico Universitario A. Gemelli-IRCCS, 00168 Roma, Italy
- Clinical Immunology Unit, Fondazione Policlinico Universitario A. Gemelli-IRCCS, 00168, Roma, Italy; (D.B.); (V.V.); (S.P.)
| | - Luca Petricca
- Rheumatology Division, Fondazione Policlinico Universitario A. Gemelli-IRCCS, 00168 Roma, Italy;
| | - Gianfranco Ferraccioli
- Department of Internal Medicine, Catholic University of the Sacred Heart, 00168 Rome, Italy;
| |
Collapse
|
6
|
Wang YL, Liu YH, Zhu CW. Application of effective albumin concentration in treatment of chronic liver disease. Shijie Huaren Xiaohua Zazhi 2023; 31:214-220. [DOI: 10.11569/wcjd.v31.i6.214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/28/2023] Open
Abstract
Albumin is a non-glycosylated plasma protein. Besides the role of increasing blood volume and maintaining plasma colloid osmotic pressure, albumin also has multiple biological functions such as transport, antioxidant and anti-inflammatory effects, immune regulation, etc. In-depth studies on the structure and function of albumin have revealed that the post-transcriptional modification of albumin reduces the effective albumin concentration in patients with chronic liver disease, so the clinically effective albumin concentration rather than total albumin concentration can more accurately reflect the disease progression and prognosis, and more effectively guide exogenous albumin treatment in such patients. This article summarizes the clinical correlation between post-transcriptional modification of albumin and the liver and its related diseases, as well as the studies on effective albumin, in order to provide evidence-based information on effective albumin concentration and to better guide the clinical treatment of chronic liver disease.
Collapse
|
7
|
Zhou J, Chen S, Zhang L, Zhai Y. Successful treatment of acute-on-chronic liver failure secondary to alcoholic cirrhosis with glucocorticoids and albumin: a case report. Daru 2022; 30:153-157. [PMID: 34817844 PMCID: PMC9114176 DOI: 10.1007/s40199-021-00420-w] [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: 08/02/2021] [Accepted: 10/03/2021] [Indexed: 11/29/2022] Open
Abstract
Glucocorticoids are used as a first-line treatment for severe alcoholic hepatitis, and albumin reduces both the number of hospitalizations and mortality in patients with decompensated cirrhosis. However, for acute-on-chronic liver failure (ACLF), there is no definitive evidence that glucocorticoid therapy is beneficial. In this case report, we describe a male patient who developed into ACLF based on alcoholic cirrhosis, whose symptoms and clinical indicators continued to deteriorate after initial symptomatic treatment. The patient's condition gradually improved after low-dose glucocorticoid therapy, and long-term albumin supplementation resulted in a satisfactory outcome.
Collapse
Affiliation(s)
- Jiuqin Zhou
- Department of Infectious Disease, Shengjing Hospital of China Medical University, No.39 of Huaxiang Road, Tiexi District, Shenyang, 110022, Liaoning Province, China
| | - Si Chen
- Department of Neurology, The Fourth Affiliated Hospital of China Medical University, Shenyang, 110032, Liaoning Province, China
| | - Lin Zhang
- Department of Infectious Disease, Shengjing Hospital of China Medical University, No.39 of Huaxiang Road, Tiexi District, Shenyang, 110022, Liaoning Province, China
| | - Yongzhen Zhai
- Department of Infectious Disease, Shengjing Hospital of China Medical University, No.39 of Huaxiang Road, Tiexi District, Shenyang, 110022, Liaoning Province, China.
| |
Collapse
|
8
|
Sauerbruch T, Hennenberg M, Trebicka J, Beuers U. Bile Acids, Liver Cirrhosis, and Extrahepatic Vascular Dysfunction. Front Physiol 2021; 12:718783. [PMID: 34393832 PMCID: PMC8358446 DOI: 10.3389/fphys.2021.718783] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Accepted: 06/29/2021] [Indexed: 12/12/2022] Open
Abstract
The bile acid pool with its individual bile acids (BA) is modulated in the enterohepatic circulation by the liver as the primary site of synthesis, the motility of the gallbladder and of the intestinal tract, as well as by bacterial enzymes in the intestine. The nuclear receptor farnesoid X receptor (FXR) and Gpbar1 (TGR5) are important set screws in this process. Bile acids have a vasodilatory effect, at least according to in vitro studies. The present review examines the question of the extent to which the increase in bile acids in plasma could be responsible for the hyperdynamic circulatory disturbance of liver cirrhosis and whether modulation of the bile acid pool, for example, via administration of ursodeoxycholic acid (UDCA) or via modulation of the dysbiosis present in liver cirrhosis could influence the hemodynamic disorder of liver cirrhosis. According to our analysis, the evidence for this is limited. Long-term studies on this question are lacking.
Collapse
Affiliation(s)
- Tilman Sauerbruch
- Department of Internal Medicine I, University of Bonn, Bonn, Germany
| | - Martin Hennenberg
- Department of Urology I, University Hospital, LMU Munich, Munich, Germany
| | - Jonel Trebicka
- Translational Hepatology, Medical Department, University of Frankfurt, Frankfurt, Germany
| | - Ulrich Beuers
- Department of Gastroenterology and Hepatology, Amsterdam University Medical Centers, location AMC, Amsterdam, Netherlands
| |
Collapse
|
9
|
Krzystek-Korpacka M, Kempiński R, Bromke MA, Neubauer K. Oxidative Stress Markers in Inflammatory Bowel Diseases: Systematic Review. Diagnostics (Basel) 2020; 10:E601. [PMID: 32824619 PMCID: PMC7459713 DOI: 10.3390/diagnostics10080601] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2020] [Revised: 08/08/2020] [Accepted: 08/12/2020] [Indexed: 02/06/2023] Open
Abstract
Precise diagnostic biomarker in inflammatory bowel diseases (IBD) is still missing. We conducted a comprehensive overview of oxidative stress markers (OSMs) as potential diagnostic, differential, progression, and prognostic markers in IBD. A Pubmed, Web of Knowledge, and Scopus search of original articles on OSMs in IBD, published between January 2000 and April 2020, was conducted. Out of 874 articles, 79 eligible studies were identified and used to prepare the interpretative synthesis. Antioxidants followed by lipid peroxidation markers were the most popular and markers of oxidative DNA damage the least popular. There was a disparity in the number of retrieved papers evaluating biomarkers in the adult and pediatric population (n = 6). Of the reviewed OSMs, a promising performance has been reported for serum total antioxidant status as a mucosal healing marker, mucosal 8-OHdG as a progression marker, and for multi-analyte panels of lipid peroxidation products assessed non-invasively in breath as diagnostic and differential markers in the pediatric population. Bilirubin, in turn, was the only validated marker. There is a desperate need for non-invasive biomarkers in IBD which, however, will not be met in the near future by oxidative stress markers as they are promising but mostly at the early research phase of discovery.
Collapse
Affiliation(s)
| | - Radosław Kempiński
- Department of Gastroenterology and Hepatology, Wroclaw Medical University, Borowska 213, 50-556 Wroclaw, Poland;
| | - Mariusz A. Bromke
- Department of Medical Biochemistry, Wroclaw Medical University, Chałubińskiego 10, 50-368 Wroclaw, Poland;
| | - Katarzyna Neubauer
- Department of Gastroenterology and Hepatology, Wroclaw Medical University, Borowska 213, 50-556 Wroclaw, Poland;
| |
Collapse
|