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Griffin K, Miller L, Yang Y, Sharp E, Young L, Garcia L, Griswold J, Pappas D. Affinity-based 3D-printed microfluidic chip for clinical sepsis detection with CD69, CD64, and CD25. J Pharm Biomed Anal 2025; 252:116500. [PMID: 39383543 DOI: 10.1016/j.jpba.2024.116500] [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: 07/21/2024] [Revised: 09/24/2024] [Accepted: 10/02/2024] [Indexed: 10/11/2024]
Abstract
Sepsis is a life-threatening immune response to infection in the body, eventually resulting in fatal organ failure. Current methods utilize blood cultures and quick-Sequential-Organ-Failure-Assessment (qSOFA), but there is a need for more accurate and time-sensitive diagnostic methods to improve survival rates. We present a 3D-printed microfluidic chip that bioconjugates antibodies CD69, CD64, and CD25 to channel surfaces to capture sepsis cells in blood samples and validate it with clinical samples (n = 125 septic, n = 10 healthy). Other variables were taken such as healthy volunteer blood samples and patient demographics to validate and confirm our device's diagnostic ability. Statistical differences were found between healthy volunteer and sepsis patient antigen cell counts (CD69 p-value < 0.001, CD64 p-value < 0.004, CD25 p-value < 0.0009), and were confirmed using principal component analysis. Demographics such as length of stay, age, culture results, and need for surgery also factored into sepsis detection on a smaller scale than the antigen cell counts. The receiver operating characteristic (ROC) analysis showed an area under the curve (AUC) of 0.989, 0.988, and 0.992 for CD69, CD64, and CD25, respectively, and a combined biomarker panel of 0.997. Overall, the device performed within a shorter time frame of 4 h compared to standard blood culture tests and was validated for use in detecting sepsis in patients.
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Affiliation(s)
- Kitiara Griffin
- Department of Chemistry and Biochemistry, Texas Tech University, Lubbock, TX 79409, USA
| | - Lindsee Miller
- Department of Chemistry and Biochemistry, Texas Tech University, Lubbock, TX 79409, USA
| | - Yijia Yang
- Department of Chemistry and Biochemistry, Texas Tech University, Lubbock, TX 79409, USA
| | - Elizabeth Sharp
- Clinical Research Institute, Texas Tech Health Sciences Center, Lubbock, TX, USA
| | - Lane Young
- Clinical Research Institute, Texas Tech Health Sciences Center, Lubbock, TX, USA
| | - Liza Garcia
- Clinical Research Institute, Texas Tech Health Sciences Center, Lubbock, TX, USA
| | - John Griswold
- Department of Surgery, Texas Tech Health Sciences Center, Lubbock, TX, USA
| | - Dimitri Pappas
- Department of Chemistry and Biochemistry, Texas Tech University, Lubbock, TX 79409, USA.
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2
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Liang T, Liu Y, Guo N, Li Y, Niu L, Liu J, Ma Q, Zhang J, Shan M. Jinhong decoction ameliorates injury in septic mice without disrupting the equilibrium of gut microbiota. J Pharm Biomed Anal 2024; 251:116404. [PMID: 39154578 DOI: 10.1016/j.jpba.2024.116404] [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: 11/30/2023] [Revised: 06/25/2024] [Accepted: 08/05/2024] [Indexed: 08/20/2024]
Abstract
Sepsis is a life-threatening condition and usually be treated with antibiotics, which however often has severe side effects. This work proposed a novel Chinese traditional medicine JINHONG (JH) decoction for therapy of sepsis. We first identified the chemical constituents of JH decoction by using high-performance liquid chromatography and mass spectrometry (HPLC-MS). Then, we constructed a model mouse for sepsis by using cecal ligation and puncture (CLP). Metagenomic sequencing method was used to compare the diversity and abundance of the gut microbiota between normal, disease model, JH decoction-treatment and antibiotic-treatment mice. Many indices including the number of platelets, CD62p and CD63 content, AQP2 and AQP8 level, as well as the expression level of protein C confirmed that the sepsis resulted in serious pathological damage, while all of these indices could be reversed by JH decoction and antibiotics. The diversity and abundance of intestinal flora decreased in CLP mice, and the decrements aggravated after antibiotic treatment while can be recovered by JH decoction treatment. The abundance of anti-inflammatory Ruminococcaceae increased after JH decoction treatment, indicating that JH decoction could ameliorate pathology associated with sepsis in CLP model via modulating the intestinal flora. This study demonstrates that JH decoction could treat sepsis clinically without obvious adverse effects on gut microbiota.
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Affiliation(s)
- Tengxiao Liang
- Department of Emergency, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing 100007, China
| | - Yang Liu
- Center for Integrated Chinese and Western Medicine, Beijing Youan Hospital, Capital Medical University, Beijing 100069, China
| | - Nan Guo
- Intensive Care Unit, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing 100007, China
| | - Yanpeng Li
- Department of Emergency, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing 100007, China
| | - Liqiang Niu
- Department of Emergency, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing 100007, China
| | - Jin Liu
- Intensive Care Unit, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing 100007, China
| | - Qian Ma
- Department of Emergency, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing 100007, China
| | - Jiaqi Zhang
- Department of Emergency, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing 100007, China
| | - Minmin Shan
- Department of Emergency, Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing 100007, China.
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3
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Wu D, Li H, Wang L, Hu Y, Huang H, Li J, Yang Y, Wu X, Ye X, Mao R, Li J, Shi X, Xie C, Yang C. Echinocystic acid inhibits sepsis-associated renal inflammation and apoptosis by targeting protein tyrosine phosphatase 1B. Int Immunopharmacol 2024; 142:113076. [PMID: 39298825 DOI: 10.1016/j.intimp.2024.113076] [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: 05/14/2024] [Revised: 08/24/2024] [Accepted: 09/01/2024] [Indexed: 09/22/2024]
Abstract
Thefruits of Gleditsia sinensis Lam. have been utilized to treat inflammatory diseases in China. Echinocystic acid (EA), one pentacyclic triterpenoid isolated from thefruits of G. sinensis, exhibits an anti-inflammatory effect. However, its anti-sepsis activity and mechanism of action, especially the protective effect against sepsis-associated acute kidney injury (SA-AKI), are not investigated yet. This study is to explore the efficacy and potential mechanism of EA on SA-AKI. EA elevated the function of multiple organs and effectively reduced the increased inflammation and apoptosis of kidney tissue and HK-2 cells. DARTS, CETSA, and molecular docking experiments revealed that EA could directly bind to protein tyrosine phosphatase 1B (PTP1B), a widespread prototype non-receptor tyrosine phosphatase. Collectively, EA can alleviate murine SA-AKI though restraining inflammation and apoptosis and may be a potential natural drug for remedying SA-AKI.
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Affiliation(s)
- Dan Wu
- State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy and Tianjin Key Laboratory of Molecular Drug Research, Nankai University, Haihe Education Park, 38 Tongyan Road, Tianjin 300353, China
| | - Hailong Li
- State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy and Tianjin Key Laboratory of Molecular Drug Research, Nankai University, Haihe Education Park, 38 Tongyan Road, Tianjin 300353, China
| | - Lin Wang
- State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy and Tianjin Key Laboratory of Molecular Drug Research, Nankai University, Haihe Education Park, 38 Tongyan Road, Tianjin 300353, China
| | - Yayue Hu
- State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy and Tianjin Key Laboratory of Molecular Drug Research, Nankai University, Haihe Education Park, 38 Tongyan Road, Tianjin 300353, China; Tianjin International Joint Academy of Biomedicine, Tianjin 300457, China
| | - Hong Huang
- State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy and Tianjin Key Laboratory of Molecular Drug Research, Nankai University, Haihe Education Park, 38 Tongyan Road, Tianjin 300353, China; Tianjin International Joint Academy of Biomedicine, Tianjin 300457, China
| | - Jinhe Li
- State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy and Tianjin Key Laboratory of Molecular Drug Research, Nankai University, Haihe Education Park, 38 Tongyan Road, Tianjin 300353, China; Tianjin International Joint Academy of Biomedicine, Tianjin 300457, China
| | - Ying Yang
- State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy and Tianjin Key Laboratory of Molecular Drug Research, Nankai University, Haihe Education Park, 38 Tongyan Road, Tianjin 300353, China
| | - Xi Wu
- State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy and Tianjin Key Laboratory of Molecular Drug Research, Nankai University, Haihe Education Park, 38 Tongyan Road, Tianjin 300353, China; Tianjin International Joint Academy of Biomedicine, Tianjin 300457, China
| | - Xiaoman Ye
- State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy and Tianjin Key Laboratory of Molecular Drug Research, Nankai University, Haihe Education Park, 38 Tongyan Road, Tianjin 300353, China
| | - Ruiqi Mao
- State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy and Tianjin Key Laboratory of Molecular Drug Research, Nankai University, Haihe Education Park, 38 Tongyan Road, Tianjin 300353, China; Tianjin International Joint Academy of Biomedicine, Tianjin 300457, China
| | - Jiahang Li
- State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy and Tianjin Key Laboratory of Molecular Drug Research, Nankai University, Haihe Education Park, 38 Tongyan Road, Tianjin 300353, China; Tianjin International Joint Academy of Biomedicine, Tianjin 300457, China
| | - Xue Shi
- State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy and Tianjin Key Laboratory of Molecular Drug Research, Nankai University, Haihe Education Park, 38 Tongyan Road, Tianjin 300353, China
| | - Chunfeng Xie
- State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy and Tianjin Key Laboratory of Molecular Drug Research, Nankai University, Haihe Education Park, 38 Tongyan Road, Tianjin 300353, China.
| | - Cheng Yang
- State Key Laboratory of Medicinal Chemical Biology, College of Pharmacy and Tianjin Key Laboratory of Molecular Drug Research, Nankai University, Haihe Education Park, 38 Tongyan Road, Tianjin 300353, China.
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Fialho S, Trieu-Cuot P, Ferreira P, Oliveira L. Could P2X7 receptor be a potencial target in neonatal sepsis? Int Immunopharmacol 2024; 142:112969. [PMID: 39241519 DOI: 10.1016/j.intimp.2024.112969] [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: 05/21/2024] [Revised: 07/31/2024] [Accepted: 08/15/2024] [Indexed: 09/09/2024]
Abstract
The United Nations Inter-Agency Group for Child Mortality Estimation (UNIGME) estimates that every year 2.5 million neonates die in their first month of life, accounting for nearly one-half of deaths in children under 5 years of age. Neonatal sepsis is the third leading cause of neonatal mortality. The worldwide burden of bacterial sepsis is expected to increase in the next decades due to the lack of effective molecular therapies to replace the administration of antibiotics whose efficacy is compromised by the emergence of resistant strains. In addition, prolonged exposure to antibiotics can have negative effects by increasing the risk of infection by other organisms. With the global burden of sepsis increasing and no vaccine nor other therapeutic approaches proved efficient, the World Health Organization (WHO) stresses the need for new therapeutic targets for sepsis treatment and infection prevention (WHO, A73/32). In response to this unresolved clinical issue, the P2X7 receptor (P2X7R), a key component of the inflammatory cascade, has emerged as a potential target for treating inflammatory/infection diseases. Indeed numerous studies have demonstrated the relevance of the purinergic system as a pharmacological target in addressing immune-mediated inflammatory diseases by regulating immunity, inflammation, and organ function. In this review, we analyze key features of sepsis immunopathophysiology focusing in neonatal sepsis and on how the immunomodulatory role of P2X7R could be a potential pharmacological target for reducing the burden of neonatal sepsis.
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Affiliation(s)
- Sales Fialho
- Department of ImmunoPhysiology and Pharmacology, ICBAS - School of Medicine and Biomedical Sciences - University of Porto, Porto, Portugal
| | - Patrick Trieu-Cuot
- Institut Pasteur, Université Paris Cité, Unité de Biologie des Bactéries Pathogènes à Gram-positif, Paris, France
| | - Paula Ferreira
- Department of ImmunoPhysiology and Pharmacology, ICBAS - School of Medicine and Biomedical Sciences - University of Porto, Porto, Portugal; Institute of Research and Innovation in Health (i3S), University of Porto, Porto, Portugal; Institute for Molecular and Cell Biology (IBMC), University of Porto, Porto, Portugal
| | - Laura Oliveira
- Department of ImmunoPhysiology and Pharmacology, ICBAS - School of Medicine and Biomedical Sciences - University of Porto, Porto, Portugal; Center for Drug Discovery and Innovative Medicines (MedInUP)/Rise Health, University of Porto, Portugal.
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Alhilal M, Erol HS, Yildirim S, Cakir A, Koc M, Alhilal S, Dereli E, Alkanoglu O, Ay V, Can I, Halici MB. Medicinal evaluation and molecular docking study of osajin as an anti-inflammatory, antioxidant, and antiapoptotic agent against sepsis-associated acute kidney injury in rats. Ren Fail 2024; 46:2379008. [PMID: 39034431 PMCID: PMC11262233 DOI: 10.1080/0886022x.2024.2379008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2024] [Accepted: 07/07/2024] [Indexed: 07/23/2024] Open
Abstract
Despite efforts to find effective drugs for sepsis-associated acute kidney injury (SA-AKI), mortality rates in patients with SA-AKI have not decreased. Our study evaluated the protective effects of isoflavone osajin (OSJ) on SA-AKI in rats by targeting inflammation, oxidative stress, and apoptosis, which represent the cornerstones in the pathophysiological mechanism of SA-AKI. Polymicrobial sepsis was induced in rats via the cecal ligation and puncture (CLP) technique. Markers of oxidative stress were evaluated in kidney tissues using biochemical methods. The expression of interleukin-33 (IL-33), 8-hydroxydeoxyguanosine (8-OHdG), caspase-3, and kidney injury molecule-1 (KIM-1) was evaluated as indicators of inflammation, DNA damage, apoptosis, and SA-AKI respectively in the kidney tissues using immunohistochemical and immunofluorescent detection methods. The CLP technique significantly (p < 0.001) increased lipid peroxidation (LPO) levels and significantly (p < 0.001) decreased the activities of superoxide dismutase and catalase in kidney tissues. In the renal tissues, strong expression of IL-33, 8-OHdG, caspase-3, and KIM-1 was observed with severe degeneration and necrosis in the tubular epithelium and intense interstitial nephritis. In contrast, the administration of OSJ significantly (p < 0.001) reduced the level of LPO, markedly improved biomarkers of antioxidant status, decreased the levels of serum creatinine and urea, lowered the expression of IL-33, 8-OHdG, caspase-3, and KIM-1 and alleviated changes in renal histopathology. A promising binding score was found via a molecular docking investigation of the OSJ-binding mode with mouse IL-33 (PDB Code: 5VI4). Therefore, OSJ protects against SA-AKI by suppressing the IL-33/LPO/8-OHdG/caspase-3 pathway and improving the antioxidant system.
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Affiliation(s)
- Mohammad Alhilal
- Department of Nursing, Faculty of Health Sciences, Mardin Artuklu University, Mardin, Turkey
| | - Huseyin Serkan Erol
- Department of Biochemistry, Faculty of Veterinary Medicine, Kastamonu University, Kastamonu, Turkey
| | - Serkan Yildirim
- Department of Pathology, Faculty of Veterinary Medicine, Ataturk University, Erzurum, Turkey
| | - Ahmet Cakir
- Department of Chemistry, Faculty of Science, Kilis 7 Aralık University, Kilis, Turkey
| | - Murat Koc
- Department of Tradational, Complementary and Integrative Medicine, Public Health Institute, Ankara Yildirim Beyazit University, Ankara, Turkey
| | - Suzan Alhilal
- Department of Medical Services and Techniques, Vocational School of Health Services, Mardin Artuklu University, Mardin, Turkey
| | - Esra Dereli
- Department of Pathology, Faculty of Veterinary Medicine, Ataturk University, Erzurum, Turkey
| | - Omer Alkanoglu
- Department of Biochemistry, Faculty of Veterinary Medicine, Ataturk University, Erzurum, Turkey
| | - Volkan Ay
- Department of Biochemistry, Faculty of Veterinary Medicine, Ataturk University, Erzurum, Turkey
| | - Ismail Can
- Department of Histology-Embryology, Faculty of Medicine, Kafkas University, Kars, Turkey
- HALICI Life Care LLC. Atatruk University, ATA-TECHNOCITY, Erzurum, Turkiye
| | - Mesut Bunyami Halici
- Department of Biochemistry, Faculty of Veterinary Medicine, Ataturk University, Erzurum, Turkey
- HALICI Life Care LLC. Atatruk University, ATA-TECHNOCITY, Erzurum, Turkiye
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Lv Z, Wang J, Gu M, Zhou L, Shen S, Huang C. Association between the triglyceride glucose index and short-term mortality in septic patients with or without obesity: a retrospective cohort study. Adipocyte 2024; 13:2379867. [PMID: 39011965 PMCID: PMC11253880 DOI: 10.1080/21623945.2024.2379867] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2024] [Accepted: 07/09/2024] [Indexed: 07/17/2024] Open
Abstract
BACKGROUND Sepsis is a significant contributor to both intensive care unit (ICU) admissions and mortality among patients in ICU, with a rising prevalence of obesity. There is a lack of extensive research on the correlation between TyGI and findings in patients with sepsis, especially in obese patients. METHODS This study used a retrospective cohort design and included patients with sepsis (≥18 years) from the Medical Information Mart for Intensive Care IV database. The association between TyGI and outcome was examined using multivariable logistic regression analysis. RESULTS 8,840 patients with sepsis were included in the analysis. The in-ICU mortality rate was 9.7%. Non-survivors exhibited significantly greater TyGI levels than survivors [9.19(8.76-9.71) vs. 9.10(8.67-9.54), p < 0.001]. The adjusted multivariate regression model showed that elevated TyGI values were linked to a greater likelihood of death in ICU (odds ratio [OR] range 1.072-1.793, p < 0.001) and hospital (OR range 1.068-1.445, p = 0.005). Restricted Cubic Spline analysis revealed a nonlinear association between TyGI and in-ICU and in-hospital mortality risks within specified ranges. Subgroup analysis revealed interaction effects in the general obesity, abdominal obesity, and impaired fasting glucose subgroups (p = 0.014, 0.016, and < 0.001, respectively). CONCLUSION TyGI was associated with an increased sepsis-related short-term mortality risk and adverse outcomes after ICU admission.
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Affiliation(s)
- Zhou Lv
- Department of Anesthesiology and Surgical Intensive Care Unit, Xinhua Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Juntao Wang
- Department of Anesthesiology, The affiliated Hospital of Qingdao University, Qingdao, China
| | - Minglu Gu
- Department of Anesthesiology and Surgical Intensive Care Unit, Xinhua Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Liuyan Zhou
- Department of Anesthesiology and Surgical Intensive Care Unit, Xinhua Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Saie Shen
- Department of Anesthesiology and Surgical Intensive Care Unit, Xinhua Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Chunmei Huang
- Department of Geriatrics, Xinhua Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
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Kim J, Lee SJ, Kim JH, Ahn JY, Jeong SJ, Choi JY, Yeom JS, Oh HJ, Chung YE, Ku NS. Influence of contrast medium on long-term renal function and outcomes in patients with septic acute kidney injury: A propensity-matched cohort study. J Crit Care 2024; 84:154898. [PMID: 39163654 DOI: 10.1016/j.jcrc.2024.154898] [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: 06/13/2024] [Revised: 07/26/2024] [Accepted: 08/10/2024] [Indexed: 08/22/2024]
Abstract
PURPOSE To investigate the relationship between contrast medium administration and long-term mortality and renal function in patients with septic acute kidney injury (AKI). MATERIALS AND METHODS We performed a retrospective, propensity-matched cohort study involving 1521 adult patients admitted with septic shock. Patients with septic AKI who underwent contrast or non-contrast CT scans were enrolled. The primary outcomes were the rates of 90-day mortality and dialysis within 90 days. The secondary outcomes included worsening of AKI, in-hospital mortality, and maintenance of dialysis after 90 days. RESULTS During the study period, 609 patients with septic AKI were identified; 220 (36.1%) underwent contrast CT and 389 (63.9%) underwent non-contrast CT. After propensity score matching, 133 pairs were obtained. There were no significant differences between the contrast and non-contrast CT groups in 90-day mortality (54.9% vs. 58.6%, P = 0.579), dialysis within 90 days (6.8% vs. 8.3%, P = 0.655), worsening AKI (2.3% vs. 3.0%, P = 0.706), in-hospital mortality (10.6% vs. 14.4%, P = 0.369), or maintenance of dialysis after 90 days (0.0% vs. 0.8%, P > 0.99). CONCLUSIONS The administration of intravenous contrast medium was not associated with long-term mortality, deterioration of renal function, or dialysis in patients with septic AKI.
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Affiliation(s)
- Jinnam Kim
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea; Department of Internal Medicine, Hanyang University College of Medicine, Seoul, Republic of Korea
| | - Se Ju Lee
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea; Department of Internal Medicine, Inha University College of Medicine, Incheon, Republic of Korea
| | - Jung Ho Kim
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea; AIDS Research Institute, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Jin Young Ahn
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea; AIDS Research Institute, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Su Jin Jeong
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea; AIDS Research Institute, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Jun Yong Choi
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea; AIDS Research Institute, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Joon-Sup Yeom
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea; AIDS Research Institute, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Hyung Jung Oh
- Division of Nephrology, Sheikh Khalifa Specialty Hospital, Ras Al Khaimah, United Arab Emirates.
| | - Yong Eun Chung
- Department of Radiology, Yonsei University College of Medicine, Seoul, Republic of Korea.
| | - Nam Su Ku
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea; AIDS Research Institute, Yonsei University College of Medicine, Seoul, Republic of Korea.
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8
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Ru X, Chen S, Chen D, Shao Q, Shao W, Ye Q. Simulating the clinical manifestations and disease progression of human sepsis: A monobacterial injection approach for animal modeling. Virulence 2024; 15:2395835. [PMID: 39219264 PMCID: PMC11370922 DOI: 10.1080/21505594.2024.2395835] [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: 01/15/2024] [Revised: 08/08/2024] [Accepted: 08/19/2024] [Indexed: 09/04/2024] Open
Abstract
Sepsis is defined as life-threatening organ dysfunction caused by a dysregulated host response to infection, with great clinical heterogeneity, high morbidity, and high mortality. At the same time, there are many kinds of infection sources, the pathophysiology is very complex, and the pathogenesis has not been fully elucidated. An ideal animal model of sepsis can accurately simulate clinical sepsis and promote the development of sepsis-related pathogenesis, treatment methods, and prognosis. The existing sepsis model still uses the previous Sepsis 2.0 modelling standard, which has some problems, such as many kinds of infection sources, poor repeatability, inability to take into account single-factor studies, and large differences from clinical sepsis patients. To solve these problems, this study established a new animal model of sepsis. The model uses intravenous tail injection of a single bacterial strain, simplifying the complexity of multibacterial infection, and effectively solving the above problems.
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Affiliation(s)
- Xuanwen Ru
- Department of Clinical Laboratory, Children’s Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Simiao Chen
- Department of Clinical Laboratory, Children’s Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Danlei Chen
- School of Medical Technology and Information Engineering, Zhejiang Chinese Medical University, Hangzhou, China
| | - Qingyi Shao
- School of Medical Technology and Information Engineering, Zhejiang Chinese Medical University, Hangzhou, China
| | - Wenxia Shao
- Hangzhou First People’s Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Qing Ye
- Department of Clinical Laboratory, Children’s Hospital, Zhejiang University School of Medicine, Hangzhou, China
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9
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Nasa P, Wise R, Malbrain MLNG. Fluid management in the septic peri-operative patient. Curr Opin Crit Care 2024; 30:664-671. [PMID: 39248089 DOI: 10.1097/mcc.0000000000001201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/10/2024]
Abstract
PURPOSE OF REVIEW This review provides insight into recent clinical studies involving septic peri-operative patients and highlights gaps in understanding fluid management. The aim is to enhance the understanding of safe fluid resuscitation to optimize peri-operative outcomes and reduce complications. RECENT FINDINGS Recent research shows adverse surgical and clinical outcomes with both under- and over-hydration of peri-operative patients. The kinetic of intravenous fluids varies significantly during surgery, general anaesthesia, and sepsis with damage to endothelial glycocalyx (EG), which increases vascular permeability and interstitial oedema. Among clinical anaesthesia, neuraxial anaesthesia and sevoflurane have less effect on EG. Hypervolemia and the speed and volume of fluid infusion are also linked to EG shedding. Despite improvement in the antisepsis strategies, peri-operative sepsis is not uncommon. Fluid resuscitation is the cornerstone of sepsis management. However, overzealous fluid resuscitation is associated with increased mortality in patients with sepsis and septic shock. Personalized fluid resuscitation based on a careful assessment of intravascular volume status, dynamic haemodynamic variables and fluid tolerance appears to be a safe approach. Balanced solutions (BS) are preferred over 0.9% saline in patients with sepsis and septic shock due to a potential reduction in mortality, when exclusive BS are used and/or large volume of fluids are required for fluid resuscitation. Peri-operative goal-directed fluid therapy (GDFT) using dynamic haemodynamic variables remains an area of interest in reducing postoperative complications and can be considered for sepsis management (Supplementary Digital Content). SUMMARY Optimization of peri-operative fluid management is crucial for improving surgical outcomes and reducing postoperative complications in patients with sepsis. Individualized and GDFT using BS is the preferred approach for fluid resuscitation in septic peri-operative patients. Future research should evaluate the interaction between clinical anaesthesia and EG, its implications on fluid resuscitation, and the impact of GDFT in septic peri-operative patients.
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Affiliation(s)
- Prashant Nasa
- Department of Critical Care Medicine and Anaesthesia, The Royal Wolverhampton NHS Trust, New Cross Hospital, Wolverhampton, UK
| | - Robert Wise
- Discipline of Anesthesiology and Critical Care, School of Clinical Medicine, University of KwaZulu-Natal, Durban, South Africa
- Faculty of Medicine and Pharmacy, Vrije Universiteit Brussel (VUB), Brussels, Belgium
- Adult Intensive Care, John Radcliffe Hospital, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Manu L N G Malbrain
- First Department of Anaesthesiology and Intensive Therapy, Medical University of Lublin, Lublin, Poland
- Medical Data Management, Medaman, Geel
- International Fluid Academy, Lovenjoel, Belgium
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10
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Liang C, Pan S, Wu W, Chen F, Zhang C, Zhou C, Gao Y, Ruan X, Quan S, Zhao Q, Pan J. Glucocorticoid therapy for sepsis in the AI era: a survey on current and future approaches. Comput Struct Biotechnol J 2024; 24:292-305. [PMID: 38681133 PMCID: PMC11047203 DOI: 10.1016/j.csbj.2024.04.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Revised: 04/06/2024] [Accepted: 04/07/2024] [Indexed: 05/01/2024] Open
Abstract
Sepsis, a life-threatening medical condition, manifests as new or worsening organ failures due to a dysregulated host response to infection. Many patients with sepsis have manifested a hyperinflammatory phenotype leading to the identification of inflammatory modulation by corticosteroids as a key treatment modality. However, the optimal use of corticosteroids in sepsis treatment remains a contentious subject, necessitating a deeper understanding of their physiological and pharmacological effects. Our study conducts a comprehensive review of randomized controlled trials (RCTs) focusing on traditional corticosteroid treatment in sepsis, alongside an analysis of evolving clinical guidelines. Additionally, we explore the emerging role of artificial intelligence (AI) in medicine, particularly in diagnosing, prognosticating, and treating sepsis. AI's advanced data processing capabilities reveal new avenues for enhancing corticosteroid therapeutic strategies in sepsis. The integration of AI in sepsis treatment has the potential to address existing gaps in knowledge, especially in the application of corticosteroids. Our findings suggest that combining corticosteroid therapy with AI-driven insights could lead to more personalized and effective sepsis treatments. This approach holds promise for improving clinical outcomes and presents a significant advancement in the management of this complex and often fatal condition.
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Affiliation(s)
- Chenglong Liang
- The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
- Wenzhou Medical University, Wenzhou 325000, China
- School of Nursing, Wenzhou Medical University, Wenzhou 325000, China
| | - Shuo Pan
- Wenzhou Medical University, Wenzhou 325000, China
| | - Wei Wu
- School of Computer Science and Software Engineering, University of Science and Technology Liaoning, Anshan 114051, China
| | - Fanxuan Chen
- Wenzhou Medical University, Wenzhou 325000, China
- School of Biomedical Engineering, School of Ophthalmology and Optometry, Eye Hospital, Wenzhou Medical University, Wenzhou 325000, China
| | - Chengxi Zhang
- School of Materials Science and Engineering, Shandong Jianzhu University, Jinan 250101, China
| | - Chen Zhou
- The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
| | - Yifan Gao
- Department of Intensive Care Unit, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
| | - Xiangyuan Ruan
- The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
| | - Shichao Quan
- Department of Big Data in Health Science, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
| | - Qi Zhao
- School of Computer Science and Software Engineering, University of Science and Technology Liaoning, Anshan 114051, China
| | - Jingye Pan
- The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
- Department of Intensive Care Unit, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
- Key Laboratory of Intelligent Treatment and Life Support for Critical Diseases of Zhejiang Province, Wenzhou 325000, China
- Wenzhou Key Laboratory of Critical Care and Artificial Intelligence, Wenzhou 325000, China
- Zhejiang Engineering Research Center for Hospital Emergency and Process Digitization, Wenzhou 325000, China
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11
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Lin C, Lin S, Zheng M, Cai K, Wang J, Luo Y, Lin Z, Feng S. Development and validation of an early acute kidney injury risk prediction model for patients with sepsis in emergency departments. Ren Fail 2024; 46:2419523. [PMID: 39477816 PMCID: PMC11533258 DOI: 10.1080/0886022x.2024.2419523] [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: 04/23/2024] [Revised: 09/21/2024] [Accepted: 10/16/2024] [Indexed: 11/06/2024] Open
Abstract
In this study, we aimed to develop and validate a nomogram to predicting the risk of sepsis-associated acute kidney injury (SA-AKI) in patients admitted to emergency departments (EDs). We randomly divided a retrospective dataset of 391 patients with sepsis into a 294-person training cohort and a 97-person validation cohort, and developed three predictive models using multivariate logistic regression analysis and clinical insight. No difference was observed between the three models using the DeLong test and Model 3 was selected as the risk prediction model based on the principle of least inclusion indicators. The use of vasopressor drugs, patient age, platelet count, procalcitonin, and D-dimer levels were included. The training and validation cohorts had a consistency index of 0.832 and 0.866, respectively, indicating high accuracy and stability in predicting SA-AKI risk. The area under the receiver operating characteristic curve was 0.832, showing excellent discrimination. The calibration curves for the training and validation cohorts showed excellent calibration. The decision curve and clinical impact curve analyses showed that the net clinical benefit of using the nomogram was greatest over a probability threshold of 0.05-0.90. In addition, the model showed moderate validity in predicting the 30-day survival and the incidence of major adverse renal events within 30 days. The nomogram developed for SA-AKI risk assessment in patients in EDs showed good discriminability and clinical utility. It can provide a theoretical basis for emergency physicians to prevent SA-AKI.
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Affiliation(s)
- Chen Lin
- Department of Emergency, The Third Affiliated People’s Hospital, Fujian University of Traditional Chinese Medicine, Fuzhou, China
| | - Siming Lin
- Department of Emergency, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Meng Zheng
- Department of Emergency, The Third Affiliated People’s Hospital, Fujian University of Traditional Chinese Medicine, Fuzhou, China
| | - Kexin Cai
- Department of Emergency, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Jing Wang
- Department of Emergency, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Yuqing Luo
- Department of Emergency, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Zhihong Lin
- Department of Emergency, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Shaodan Feng
- Department of Emergency, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
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12
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Nikravangolsefid N, Reddy S, Truong HH, Charkviani M, Ninan J, Prokop LJ, Suppadungsuk S, Singh W, Kashani KB, Garces JPD. Machine learning for predicting mortality in adult critically ill patients with Sepsis: A systematic review. J Crit Care 2024; 84:154889. [PMID: 39059094 DOI: 10.1016/j.jcrc.2024.154889] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2024] [Revised: 07/10/2024] [Accepted: 07/18/2024] [Indexed: 07/28/2024]
Abstract
INTRODUCTION Various Machine Learning (ML) models have been used to predict sepsis-associated mortality. We conducted a systematic review to evaluate the methodologies employed in studies to predict mortality among patients with sepsis. METHODS Following a pre-established protocol registered at the International Prospective Register of Systematic Reviews, we performed a comprehensive search of databases from inception to February 2024. We included peer-reviewed articles reporting predicting mortality in critically ill adult patients with sepsis. RESULTS Among the 1822 articles, 31 were included, involving 1,477,200 adult patients with sepsis. Nineteen studies had a high risk of bias. Among the diverse ML models, Logistic regression and eXtreme Gradient Boosting were the most frequently used, in 22 and 16 studies, respectively. Nine studies performed internal and external validation. Compared with conventional scoring systems such as SOFA, the ML models showed slightly higher performance in predicting mortality (AUROC ranges: 0.62-0.90 vs. 0.47-0.86). CONCLUSIONS ML models demonstrate a modest improvement in predicting sepsis-associated mortality. The certainty of these findings remains low due to the high risk of bias and significant heterogeneity. Studies should include comprehensive methodological details on calibration and hyperparameter selection, adopt a standardized definition of sepsis, and conduct multicenter prospective designs along with external validations.
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Affiliation(s)
- Nasrin Nikravangolsefid
- Division of Nephrology and Hypertension, Department of Medicine, Mayo Clinic, Rochester, MN, USA; Division of Pulmonary and Critical Care Medicine, Department of Medicine, Mayo Clinic, Rochester, MN, USA
| | - Swetha Reddy
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Mayo Clinic, Rochester, MN, USA
| | - Hong Hieu Truong
- Division of Nephrology and Hypertension, Department of Medicine, Mayo Clinic, Rochester, MN, USA; Saint Francis Hospital, Department of Medicine, Evanston, IL, USA
| | - Mariam Charkviani
- Division of Nephrology and Hypertension, Department of Medicine, Mayo Clinic, Rochester, MN, USA
| | - Jacob Ninan
- Department of Nephrology and Critical Care, MultiCare Capital Medical Center, Olympia, WA, USA
| | | | - Supawadee Suppadungsuk
- Division of Nephrology and Hypertension, Department of Medicine, Mayo Clinic, Rochester, MN, USA
| | - Waryaam Singh
- Division of Nephrology and Hypertension, Department of Medicine, Mayo Clinic, Rochester, MN, USA
| | - Kianoush B Kashani
- Division of Nephrology and Hypertension, Department of Medicine, Mayo Clinic, Rochester, MN, USA; Division of Pulmonary and Critical Care Medicine, Department of Medicine, Mayo Clinic, Rochester, MN, USA
| | - Juan Pablo Domecq Garces
- Division of Nephrology and Hypertension, Department of Medicine, Mayo Clinic, Rochester, MN, USA; Department of Critical Care Medicine, Mayo Clinic Health System, Mankato, MN, USA.
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13
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De Carvalho AV, De Souza FM, McEwen ST, De Souza TH. Kidney point-of-care ultrasonography in the PICU: it is about time! Pediatr Nephrol 2024; 39:3379-3382. [PMID: 38771323 DOI: 10.1007/s00467-024-06407-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2024] [Revised: 05/03/2024] [Accepted: 05/03/2024] [Indexed: 05/22/2024]
Affiliation(s)
- Aline Vasconcelos De Carvalho
- Pediatric Intensive Care Unit, Department of Pediatrics, Clinics Hospital of the State University of Campinas (UNICAMP), Campinas, SP, Brazil
| | - Fabiane Mendes De Souza
- Pediatric Intensive Care Unit, Department of Pediatrics, Clinics Hospital of the State University of Campinas (UNICAMP), Campinas, SP, Brazil
| | - Scott Thomas McEwen
- Department of Pediatrics, Division of Pediatric Nephrology, University of Minnesota Masonic Children's Hospital, Minneapolis, MN, USA
| | - Tiago Henrique De Souza
- Pediatric Intensive Care Unit, Department of Pediatrics, Clinics Hospital of the State University of Campinas (UNICAMP), Campinas, SP, Brazil.
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Guo Q, Li HY, Song WD, Li M, Chen XK, Liu H, Peng HL, Yu HQ, Liu N, Li YH, Lü ZD, Liang LH, Zhao QZ, Jiang M. Contributions of individual qSOFA elements to assessment of severity and for prediction of mortality. Ann Med 2024; 56:2397090. [PMID: 39221748 PMCID: PMC11370683 DOI: 10.1080/07853890.2024.2397090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Revised: 04/12/2024] [Accepted: 04/12/2024] [Indexed: 09/04/2024] Open
Abstract
BACKGROUND The quick sequential [sepsis-related] organ failure assessment (qSOFA) acts as a prompt to consider possible sepsis. The contributions of individual qSOFA elements to assessment of severity and for prediction of mortality remain unknown. METHODS A total of 3974 patients with community-acquired pneumonia were recruited to an observational prospective cohort study. The area under the receiver operating characteristic curve (AUROC), odds ratio, relative risk and Youden's index were employed to assess discrimination. RESULTS Respiratory rate ≥22/min demonstrated the most superior diagnostic value, indicated by largest odds ratio, relative risk and AUROC, and maximum Youden's index for mortality. However, the indices for altered mentation and systolic blood pressure (SBP) ≤100 mm Hg decreased notably in turn. The predictive validities of respiratory rate ≥22/min, altered mentation and SBP ≤100 mm Hg were good, adequate and poor for mortality, indicated by AUROC (0.837, 0.734 and 0.671, respectively). Respiratory rate ≥22/min showed the strongest associations with SOFA scores, pneumonia severity index, hospital length of stay and costs. However, SBP ≤100 mm Hg was most weakly correlated with the indices. CONCLUSIONS Respiratory rate ≥22/min made the greatest contribution to parsimonious qSOFA to assess severity and predict mortality. However, the contributions of altered mentation and SBP ≤100 mm Hg decreased strikingly in turn. It is the first known prospective evidence of the contributions of individual qSOFA elements to assessment of severity and for prediction of mortality, which might have implications for more accurate clinical triage decisions.
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Affiliation(s)
- Qi Guo
- Department of Pulmonary and Critical Care Medicine, Shenzhen Hospital, Peking University, Shenzhen, Guangdong, China
- Department of Pulmonary and Critical Care Medicine, The Eighth Affiliated Hospital, Sun Yat-sen University, Shenzhen, Guangdong, China
| | - Hai-yan Li
- Department of General Medicine, The Eighth Affiliated Hospital, Sun Yat-sen University, Shenzhen, Guangdong, China
| | - Wei-dong Song
- Department of Pulmonary and Critical Care Medicine, Shenzhen Hospital, Peking University, Shenzhen, Guangdong, China
| | - Ming Li
- Department of Pulmonary and Critical Care Medicine, The Eighth Affiliated Hospital, Sun Yat-sen University, Shenzhen, Guangdong, China
| | - Xiao-ke Chen
- Department of Pulmonary and Critical Care Medicine, The Eighth Affiliated Hospital, Sun Yat-sen University, Shenzhen, Guangdong, China
| | - Hui Liu
- Department of Pulmonary and Critical Care Medicine, The Eighth Affiliated Hospital, Sun Yat-sen University, Shenzhen, Guangdong, China
| | - Hong-lin Peng
- Department of Pulmonary and Critical Care Medicine, The Eighth Affiliated Hospital, Sun Yat-sen University, Shenzhen, Guangdong, China
| | - Hai-qiong Yu
- Department of Pulmonary and Critical Care Medicine, The Eighth Affiliated Hospital, Sun Yat-sen University, Shenzhen, Guangdong, China
| | - Nian Liu
- Department of Pulmonary and Critical Care Medicine, The Eighth Affiliated Hospital, Sun Yat-sen University, Shenzhen, Guangdong, China
| | - Yan-hong Li
- Department of Pulmonary and Critical Care Medicine, Shenzhen Hospital, Peking University, Shenzhen, Guangdong, China
| | - Zhong-dong Lü
- Department of Pulmonary and Critical Care Medicine, Shenzhen Hospital, Peking University, Shenzhen, Guangdong, China
| | - Li-hua Liang
- Department of Radiology, The Eighth Affiliated Hospital, Sun Yat-sen University, Shenzhen, Guangdong, China
| | - Qing-zhou Zhao
- Department of Radiology, The Eighth Affiliated Hospital, Sun Yat-sen University, Shenzhen, Guangdong, China
| | - Mei Jiang
- State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital, Guangzhou Medical University, Guangzhou, Guangdong, China
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15
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Liu CY, Yang YS, Pei MQ, Zhang Y, Chen WC, Liang JW, He HF. Systematic analysis based on bioinformatics and experimental validation identifies Alox5 as a novel therapeutic target of quercetin for sepsis. Ann Med 2024; 56:2411015. [PMID: 39387547 PMCID: PMC11469444 DOI: 10.1080/07853890.2024.2411015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Revised: 03/06/2024] [Accepted: 08/30/2024] [Indexed: 10/15/2024] Open
Abstract
PURPOSE This study investigated the molecular mechanism of quercetin in the treatment of sepsis using network pharmacological prediction and experimentation. METHODS Hub genes were identified by intersecting the differentially expressed genes (DEGs) of the GSE131761 and GSE9960 databases with genes from the hub modules of Weighted Gene Co-Expression Network Analysis (WGCNA), targets of quercetin, and ferroptosis. Subsequently, in order to determine the functional characteristics and molecular link of hub gene obtained above, we redetermined the hub-DEGs in GSE131761 according to high or low hub gene expression. Afterward, the main pathways of enrichment analysis were validated using these hub-DEGs. Finally, an experiment was conducted to validate the findings. RESULTS By intersecting 1415 DEGs in GSE131761, 543 DEGs in GSE9960, 5784 key modular genes, 470 ferroptosis-related genes, and 154 quercetin-related genes, we obtained one quercetin-related gene, Alox5. Subsequently, 340 hub-DEGs were further validated according to high or low Alox5 expression. The results of the enrichment analysis revealed that hub-DEGs were mainly associated with inflammation and the immune response. Immune infiltration analysis showed that higher expression of Alox5 was related to macrophage infiltration and could be a predictor of diagnosis in patients with sepsis. The expression pattern of Alox5 was then depicted and the upregulation of Alox5 in the vital organs of septic mice was further demonstrated. In vitro and in vivo experiments showed that upregulation of Alox5 and inflammation-related cytokines induced by sepsis could be inhibited by quercetin (p < 0.05). CONCLUSIONS Alox5 may be involved in the occurrence and development of multi-organ functional disturbances in sepsis and is a reliable target of quercetin against sepsis.
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Affiliation(s)
- Chu-Yun Liu
- Department of Anesthesiology, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian Province, China
| | - Yu-Shen Yang
- Department of Anesthesiology, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian Province, China
| | - Meng-Qin Pei
- Department of Anesthesiology, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian Province, China
| | - Yan Zhang
- Department of Anesthesiology, Zhuzhou Central Hospital, Zhuzhou, Hunan Province, China
| | - Wei-Can Chen
- Department of Anesthesiology, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian Province, China
| | - Jin-Wei Liang
- Department of Anesthesiology, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian Province, China
| | - He-Fan He
- Department of Anesthesiology, The Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian Province, China
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Zhang R, Huang H, Lu S, Chen J, Pi D, Dang H, Liu C, Xu F, Fu YQ. Relationship between thrombocytopenia and prognosis in children with septic shock: a retrospective cohort study. Platelets 2024; 35:2363242. [PMID: 38860550 DOI: 10.1080/09537104.2024.2363242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Accepted: 05/28/2024] [Indexed: 06/12/2024]
Abstract
Septic shock is a life-threatening disease worldwide often associated with thrombocytopenia. Platelets play a crucial role in bridging the gap between immunity, coagulation, and endothelial cell activation, potentially influencing the course of the disease. However, there are few studies specifically evaluating the impact of thrombocytopenia on the prognosis of pediatric patients. Therefore, the study investigates effects of early thrombocytopenia in the prognosis of children with septic shock. Pediatric patients with septic shock from 2015 to 2022 were included monocentrically. Thrombocytopenia was defined as a platelet count of <100 × 109/L during the first 24 hours of septic shock onset. The primary outcome was the 28-day mortality. Propensity score matching was used to pair patients with different platelet counts on admission but comparable disease severity. A total of 419 pediatric patients were included in the analysis. Patients with thrombocytopenia had higher 28-day mortality (55.5% vs. 38.7%, p = .005) compared to patients with no thrombocytopenia. Thrombocytopenia was associated with reduced 28-PICU free days (median value, 0 vs. 13 days, p = .003) and 28-ventilator-free (median value, 0 vs. 19 days, p = .001) days. Among thrombocytopenia patients, those with platelet count ≤50 × 109/L had a higher 28-day mortality rate (63.6% vs. 45%, p = .02). Multiple logistic regression showed that elevated lactate (adjusted odds ratio (OR) = 1.11; 95% confidence interval (CI): 1.04-1.17; P <0.001) and white blood cell (WBC) count (OR = 0.97; 95% CI: 0.95-0.99; p = .003) were independent risk factors for the development of thrombocytopenia. Thrombocytopenia group had increased bleeding events, blood product transfusions, and development of organ failure. In Kaplan-Meier survival estimates, survival probabilities at 28 days were greater in patients without thrombocytopenia (p value from the log-rank test, p = .004). There were no significant differences in the type of pathogenic microorganisms and the site of infection between patients with and without thrombocytopenia. In conclusion, thrombocytopenia within 24 hours of shock onset is associated with an increased risk of 28-day mortality in pediatric patients with septic shock.
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Affiliation(s)
- Ruichen Zhang
- Department of Critical Care Medicine, Children's Hospital Affiliated to Chongqing Medical University, Ministry of Education Key Laboratory of Child Development and Disorders, National Clinical Research Center for Child Health Base of Child Development and Critical Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Haixin Huang
- Department of Critical Care Medicine, Children's Hospital Affiliated to Chongqing Medical University, Ministry of Education Key Laboratory of Child Development and Disorders, National Clinical Research Center for Child Health Base of Child Development and Critical Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Siwei Lu
- Department of Critical Care Medicine, Children's Hospital Affiliated to Chongqing Medical University, Ministry of Education Key Laboratory of Child Development and Disorders, National Clinical Research Center for Child Health Base of Child Development and Critical Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Jian Chen
- Department of Critical Care Medicine, Children's Hospital Affiliated to Chongqing Medical University, Ministry of Education Key Laboratory of Child Development and Disorders, National Clinical Research Center for Child Health Base of Child Development and Critical Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Dandan Pi
- Department of Critical Care Medicine, Children's Hospital Affiliated to Chongqing Medical University, Ministry of Education Key Laboratory of Child Development and Disorders, National Clinical Research Center for Child Health Base of Child Development and Critical Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Hongxing Dang
- Department of Critical Care Medicine, Children's Hospital Affiliated to Chongqing Medical University, Ministry of Education Key Laboratory of Child Development and Disorders, National Clinical Research Center for Child Health Base of Child Development and Critical Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Chengjun Liu
- Department of Critical Care Medicine, Children's Hospital Affiliated to Chongqing Medical University, Ministry of Education Key Laboratory of Child Development and Disorders, National Clinical Research Center for Child Health Base of Child Development and Critical Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Feng Xu
- Department of Critical Care Medicine, Children's Hospital Affiliated to Chongqing Medical University, Ministry of Education Key Laboratory of Child Development and Disorders, National Clinical Research Center for Child Health Base of Child Development and Critical Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Yue-Qiang Fu
- Department of Critical Care Medicine, Children's Hospital Affiliated to Chongqing Medical University, Ministry of Education Key Laboratory of Child Development and Disorders, National Clinical Research Center for Child Health Base of Child Development and Critical Disorders, Chongqing Key Laboratory of Pediatrics, Chongqing, China
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Li J, Zhu M, Yan L. Predictive models of sepsis-associated acute kidney injury based on machine learning: a scoping review. Ren Fail 2024; 46:2380748. [PMID: 39082758 PMCID: PMC11293267 DOI: 10.1080/0886022x.2024.2380748] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2024] [Revised: 06/27/2024] [Accepted: 07/11/2024] [Indexed: 08/03/2024] Open
Abstract
BACKGROUND With the development of artificial intelligence, the application of machine learning to develop predictive models for sepsis-associated acute kidney injury has made potential breakthroughs in early identification, grading, diagnosis, and prognosis determination. METHODS Here, we conducted a systematic search of the PubMed, Cochrane Library, Embase (Ovid), Web of Science, and Scopus databases on April 28, 2023, and screened relevant literature. Then, we comprehensively extracted relevant data related to machine learning algorithms, predictors, and predicted objectives. We subsequently performed a critical evaluation of research quality, data aggregation, and analyses. RESULTS We screened 25 studies on predictive models for sepsis-associated acute kidney injury from a total of originally identified 2898 studies. The most commonly used machine learning algorithm is traditional logistic regression, followed by eXtreme gradient boosting. We categorized these predictive models into early identification models (60%), prognostic prediction models (32%), and subtype identification models (8%) according to their predictive purpose. The five most commonly used predictors were serum creatinine levels, lactate levels, age, blood urea nitrogen concentration, and diabetes mellitus. In addition, a single data source, insufficient assessment of clinical utility, lack of model bias assessment, and hyperparameter adjustment may be the main reasons for the low quality of the current research. CONCLUSIONS However, studies on the nondeath prognostic outcomes, the long-term clinical outcomes, and the subtype identification models are insufficient. Additionally, the poor quality of the research and the insufficient practicality of the model are problems that need to be addressed urgently.
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Affiliation(s)
- Jie Li
- Department of Critical Care Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Department of Emergency, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Manli Zhu
- Department of Critical Care Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Department of Emergency, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Li Yan
- Department of Critical Care Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Department of Emergency, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
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Zhou Y, He LP, Qi YH, Huang Y, Hu BQ, Liu JL, Zeng QB, Song JC. Diagnostic value of tissue plasminogen activator-inhibitor complex in sepsis-induced liver injury: A single-center retrospective case-control study. World J Hepatol 2024; 16:1255-1264. [DOI: 10.4254/wjh.v16.i11.1255] [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] [Received: 04/14/2024] [Revised: 09/05/2024] [Accepted: 10/15/2024] [Indexed: 11/06/2024] Open
Abstract
BACKGROUND Sepsis often causes severe liver injury and leads to poor patient outcomes. Early detection of sepsis-induced liver injury (SILI) and early treatment are key to improving outcomes.
AIM To investigate the clinical characteristics of SILI patients and analyze the associated risk factors, to identify potential sensitive biomarkers.
METHODS Retrospective analysis of clinical data from 546 patients with sepsis treated in the intensive care unit of the 908th Hospital of Chinese People’s Liberation Army Joint Logistic Support Force between May 2018 and December 2022. The patients were divided into the sepsis group (n = 373) and SILI group (n = 173) based on the presence of acute liver injury within 2 hours of admission. We used the random forest algorithm to analyze risk factors and assessed potential diagnostic markers of SILI using the area under the receiver operating characteristic curve, Kaplan-Meier survival curves, subgroup analysis and correlation analysis.
RESULTS Compared with the sepsis group, tissue plasminogen activator-inhibitor complex (t-PAIC) levels in serum were significantly higher in the SILI group (P < 0.05). Random forest results showed that t-PAIC was an independent risk factor for SILI, with an area under the receiver operating characteristic curve of 0.862 (95% confidence interval: 0.832-0.892). Based on the optimal cut-off value of 11.9 ng/mL, patients at or above this threshold had significantly higher levels of lactate and Acute Physiology and Chronic Health Evaluation II score. The survival rate of these patients was also significantly worse (hazard ratio = 2.2, 95% confidence interval: 1.584-3.119, P < 0.001). Spearman’s correlation coefficients were 0.42 between t-PAIC and lactate, and 0.41 between t-PAIC and aspartate transaminase. Subgroup analysis showed significant differences in t-PAIC levels between patients with different severity of liver dysfunction.
CONCLUSION T-PAIC can serve as a diagnostic indicator for SILI, with its elevation correlated with the severity of SILI.
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Affiliation(s)
- Ye Zhou
- Department of Critical Care Medicine, Changcheng Hospital Affiliated to Nanchang University, Nanchang 330002, Jiangxi Province, China
- Department of Critical Care Medicine, The 908th Hospital of Chinese People’s Liberation Army Joint Logistic Support Force, Nanchang 330002, Jiangxi Province, China
| | - Long-Ping He
- Department of Critical Care Medicine, Changcheng Hospital Affiliated to Nanchang University, Nanchang 330002, Jiangxi Province, China
| | - Ying-Han Qi
- Department of Critical Care Medicine, Changcheng Hospital Affiliated to Nanchang University, Nanchang 330002, Jiangxi Province, China
| | - Yu Huang
- Department of Critical Care Medicine, Changcheng Hospital Affiliated to Nanchang University, Nanchang 330002, Jiangxi Province, China
| | - Bing-Qin Hu
- Department of Critical Care Medicine, Changcheng Hospital Affiliated to Nanchang University, Nanchang 330002, Jiangxi Province, China
| | - Jia-Ling Liu
- Department of Critical Care Medicine, Changcheng Hospital Affiliated to Nanchang University, Nanchang 330002, Jiangxi Province, China
| | - Qing-Bo Zeng
- Intensive Care Unit, Nanchang Hongdu Hospital of Traditional Chinese Medicine, Nanchang 330002, Jiangxi Province, China
| | - Jing-Chun Song
- Department of Critical Care Medicine, Changcheng Hospital Affiliated to Nanchang University, Nanchang 330002, Jiangxi Province, China
- Department of Critical Care Medicine, The 908th Hospital of Chinese People’s Liberation Army Joint Logistic Support Force, Nanchang 330002, Jiangxi Province, China
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19
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Macom RV, Lewellyn KZ, Strutz AG, Brown CM. recAP administration ameliorates sepsis outcomes through modulation of gut and liver inflammation. Biochem Biophys Res Commun 2024; 735:150445. [PMID: 39094234 PMCID: PMC11532009 DOI: 10.1016/j.bbrc.2024.150445] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Revised: 07/18/2024] [Accepted: 07/23/2024] [Indexed: 08/04/2024]
Abstract
Sepsis, broadly described as a systemic infection, is one of the leading causes of death and long-term disability worldwide. There are limited therapeutic options available that either improve survival and/or improve the quality of life in survivors. Ilofotase alfa, also known as recombinant alkaline phosphatase (recAP), has been associated with reduced mortality in a subset of patients with sepsis-associated acute kidney injury. However, whether recAP exhibits any therapeutic benefits in other organ systems beyond the kidney is less clear. The objective of this study was to evaluate the effects of recAP on survival, behavior, and intestinal inflammation in a mouse model of sepsis, cecal ligation and puncture (CLP). Following CLP, either recAP or saline vehicle was administered via daily intraperitoneal injections to determine its treatment efficacy from early through late sepsis. We found that administration of recAP suppressed indices of inflammation in the gut and liver but did not improve survival or behavioral outcomes. These results demonstrate that recAP's therapeutic efficacy in the gut and liver may provide a valuable treatment to improve long-term outcomes in sepsis survivors.
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Affiliation(s)
- Rhiannon V Macom
- Department of Neuroscience, Box 9303, West Virginia University, School of Medicine, Morgantown, WV, 26506-9303, USA; Department of Microbiology, Immunology, and Cell Biology, Box 9177, West Virginia University, School of Medicine, Morgantown, WV, 26506-9177, USA
| | - Kennedi Z Lewellyn
- Department of Neuroscience, Box 9303, West Virginia University, School of Medicine, Morgantown, WV, 26506-9303, USA; Department of Microbiology, Immunology, and Cell Biology, Box 9177, West Virginia University, School of Medicine, Morgantown, WV, 26506-9177, USA
| | - Andrew G Strutz
- Department of Neuroscience, Box 9303, West Virginia University, School of Medicine, Morgantown, WV, 26506-9303, USA; Department of Microbiology, Immunology, and Cell Biology, Box 9177, West Virginia University, School of Medicine, Morgantown, WV, 26506-9177, USA
| | - Candice M Brown
- Department of Neuroscience, Box 9303, West Virginia University, School of Medicine, Morgantown, WV, 26506-9303, USA; Department of Microbiology, Immunology, and Cell Biology, Box 9177, West Virginia University, School of Medicine, Morgantown, WV, 26506-9177, USA.
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20
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Agnello L, Ciaccio AM, Del Ben F, Lo Sasso B, Biundo G, Giglia A, Giglio RV, Cortegiani A, Gambino CM, Ciaccio M. Monocyte distribution width (MDW) kinetic for monitoring sepsis in intensive care unit. Diagnosis (Berl) 2024; 11:422-429. [PMID: 38644729 DOI: 10.1515/dx-2024-0019] [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: 01/23/2024] [Accepted: 04/08/2024] [Indexed: 04/23/2024]
Abstract
OBJECTIVES Monocyte distribution width (MDW) is a measure of monocyte anisocytosis. In this study, we assessed the role of MDW, in comparison to C-reactive protein (CRP), procalcitonin (PCT), and lactate, as a screening and prognostic biomarker of sepsis in intensive care unit (ICU) by longitudinally measuring it in the first 5 days of hospital stay. METHODS We considered all consecutive patients admitted to the ICU. At admission, patients were classified as septic or not according to Sepsis-3 criteria. MDW, CRP, PCT, and lactate were measured daily in the first 5 days of hospitalization. ICU mortality was also recorded. RESULTS We included 193 patients, 62 with sepsis and 131 without sepsis (controls). 58% and 26 % of the patients, with and without sepsis respectively, died during ICU stay. MDW showed the highest accuracy for sepsis detection, superior to CRP, PCT, and lactate (AUC of 0.840, 0.755, 0.708, 0.622, respectively). At admission, no biomarker predicts ICU mortality in patients with sepsis. The kinetic of all biomarkers during the first 5 days of hospitalization was associated with ICU mortality. Noteworthy, above all, the kinetic of MDW showed the best accuracy. Specifically, an increase or decrease in MDW from day 1-4 and 5 was significantly associated with mortality or survival, respectively. CONCLUSIONS MDW is a reliable diagnostic and prognostic sepsis biomarker, better than traditional biomarkers.
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Affiliation(s)
- Luisa Agnello
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine, and Clinical Laboratory Medicine, 18998 University of Palermo Palermo, Italy
| | - Anna Maria Ciaccio
- Internal Medicine and Medical Specialties "G. D'Alessandro", Department of Health Promotion, Maternal and Infant Care, University of Palermo, Palermo, Italy
| | - Fabio Del Ben
- Immunopathology and Cancer Biomakers, Department of Cancer Research and Advanced Diagnostics, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, Italy
| | - Bruna Lo Sasso
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine, and Clinical Laboratory Medicine, 18998 University of Palermo Palermo, Italy
- Department of Laboratory Medicine, University Hospital "P. Giaccone" Palermo, Italy
| | - Giuseppe Biundo
- Department of Laboratory Medicine, University Hospital "P. Giaccone" Palermo, Italy
| | - Aurora Giglia
- Department of Laboratory Medicine, University Hospital "P. Giaccone" Palermo, Italy
| | - Rosaria Vincenza Giglio
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine, and Clinical Laboratory Medicine, 18998 University of Palermo Palermo, Italy
- Department of Laboratory Medicine, University Hospital "P. Giaccone" Palermo, Italy
| | - Andrea Cortegiani
- Department of Anesthesia, Intensive Care, and Emergency, Policlinico Paolo Giaccone, 18998 University of Palermo , Palermo, Italy
| | - Caterina Maria Gambino
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine, and Clinical Laboratory Medicine, 18998 University of Palermo Palermo, Italy
- Department of Laboratory Medicine, University Hospital "P. Giaccone" Palermo, Italy
| | - Marcello Ciaccio
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine, and Clinical Laboratory Medicine, 18998 University of Palermo Palermo, Italy
- Department of Laboratory Medicine, University Hospital "P. Giaccone" Palermo, Italy
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21
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Wang L, Xiao Y, Zhang X, Zhu K, Chen W, Zhao L, Zhao Q, Zhou H, Chen G. Single-cell RNA sequencing and immune repertoire analysis revealed dynamic immune characteristics associated with peripheral blood during sepsis. Biochem Biophys Res Commun 2024; 734:150751. [PMID: 39357334 DOI: 10.1016/j.bbrc.2024.150751] [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: 09/23/2024] [Accepted: 09/26/2024] [Indexed: 10/04/2024]
Abstract
Sepsis is a potentially fatal condition arising from an abnormal immune response to an infection, which can result in organ failure and even death. To explore the mechanism underlying the dysregulated immune response during sepsis and identify potential therapeutic targets, single-cell RNA sequencing (scRNA-seq) and immune repertoire analysis were conducted to depict the cellular landscape of peripheral blood cells in septic mice. We observed significant alterations in the number and proportion of peripheral blood cell populations driven by sepsis. By combining single-cell gene expression profiles and B cell receptor (BCR) repertoire analysis, we discerned that infection inflicted serious damage on the antigen presentation ability of B cells and the diversity of BCR in a short time. In addition, we found that the cecal ligation and puncture procedure in mice inhibited the communication signals of CD4+ and CD8+ T cells and decreased the interactions between B cells and other cells. Our study provides detailed insights into the dynamic changes in the biological characteristics of peripheral blood cells driven by sepsis and provides important advances in our understanding of immune disorders during sepsis.
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Affiliation(s)
- Lijun Wang
- Academy of Military Medical Sciences, Beijing, 100850, China; Department of Morphology Laboratory, Zhuhai Campus of Zunyi Medical University, Zhuhai, 519041, China
| | - Yao Xiao
- Academy of Military Medical Sciences, Beijing, 100850, China
| | - Xiaoyong Zhang
- Academy of Military Medical Sciences, Beijing, 100850, China
| | - Kai Zhu
- Academy of Military Medical Sciences, Beijing, 100850, China
| | - Wanyi Chen
- Academy of Military Medical Sciences, Beijing, 100850, China
| | - Lian Zhao
- Academy of Military Medical Sciences, Beijing, 100850, China
| | - Qingjie Zhao
- Department of Pediatricsn, The Fifth Medical Center of Chinese PLA General Hospital, Beijing, 100071, China.
| | - Hong Zhou
- Academy of Military Medical Sciences, Beijing, 100850, China.
| | - Gan Chen
- Academy of Military Medical Sciences, Beijing, 100850, China.
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22
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Su J, Xiao J, Deng X, Lin X, Xie L, Ye H, Lin C, Zhou F, Wu S. Combining Aloin with TIENAM ameliorates cecal ligation and puncture-induced sepsis in mice by attenuating inflammation and modulating abdominal cavity microbiota. Int Immunopharmacol 2024; 141:112925. [PMID: 39154534 DOI: 10.1016/j.intimp.2024.112925] [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: 04/13/2024] [Revised: 08/01/2024] [Accepted: 08/09/2024] [Indexed: 08/20/2024]
Abstract
Despite the high mortality rate, sepsis lacks specific and effective treatment options. Conventional antibiotics, such as TIENAM (TIE; imipenem and cilastatin sodium for injection), face challenges owing to the emergence of bacterial resistance, which reduces their effectiveness and causes adverse effects. Addressing resistance and judicious drug use is crucial. Our research revealed that aloin (Alo) significantly boosts survival rates and reduces inflammation and bacterial load in mice with sepsis, demonstrating strong antimicrobial activity. Using a synergistic Alo + TIE regimen in a cecal ligation and puncture (CLP)-induced sepsis model, we observed a remarkable increase in survival rates from 10 % to 75 % within 72 h compared with the CLP group alone. This combination therapy also modulated inflammatory markers interleukin (IL)-6, IL-1β, and tumor necrosis factor (TNF)-α, mitigated tissue damage, regulated immune cells by lowering NK, activated CD8+ and CD4+ T cells while increasing peritoneal macrophages, and decreased the bacterial load in the peritoneal cavity. We noted a significant shift in the abdominal cavity microbiota composition post-treatment, with a decrease in harmful bacteria, such as Lachnospiraceae_NK4A136_group, Klebsiella, Bacillus, and Escherichia, and an increase in beneficial bacteria, such as Lactobacillus and Mucispirillum. Our study emphasizes the efficacy of combining Alo with TIE to combat sepsis, and paves the way for further investigations and potential clinical applications aiming to overcome the limitations of TIE and enhance the therapeutic prospects of Alo.
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Affiliation(s)
- Jingqian Su
- Fujian Key Laboratory of Innate Immune Biology, Biomedical Research Center of South China, College of Life Science, Fujian Normal University, Fuzhou, Fujian Province 350117, PR China.
| | - Jianbin Xiao
- Fujian Key Laboratory of Innate Immune Biology, Biomedical Research Center of South China, College of Life Science, Fujian Normal University, Fuzhou, Fujian Province 350117, PR China
| | - Xiaohui Deng
- Fujian Key Laboratory of Innate Immune Biology, Biomedical Research Center of South China, College of Life Science, Fujian Normal University, Fuzhou, Fujian Province 350117, PR China
| | - Xinrui Lin
- Fujian Key Laboratory of Innate Immune Biology, Biomedical Research Center of South China, College of Life Science, Fujian Normal University, Fuzhou, Fujian Province 350117, PR China
| | - Lian Xie
- Fujian Key Laboratory of Innate Immune Biology, Biomedical Research Center of South China, College of Life Science, Fujian Normal University, Fuzhou, Fujian Province 350117, PR China
| | - Hui Ye
- Fujian Key Laboratory of Innate Immune Biology, Biomedical Research Center of South China, College of Life Science, Fujian Normal University, Fuzhou, Fujian Province 350117, PR China
| | - Congfan Lin
- Fujian Key Laboratory of Innate Immune Biology, Biomedical Research Center of South China, College of Life Science, Fujian Normal University, Fuzhou, Fujian Province 350117, PR China
| | - Fen Zhou
- Fujian Key Laboratory of Innate Immune Biology, Biomedical Research Center of South China, College of Life Science, Fujian Normal University, Fuzhou, Fujian Province 350117, PR China
| | - Shun Wu
- Fujian Key Laboratory of Innate Immune Biology, Biomedical Research Center of South China, College of Life Science, Fujian Normal University, Fuzhou, Fujian Province 350117, PR China
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23
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Su J, Lin C, Lin X, Hu S, Deng X, Xie L, Ye H, Zhou F, Wu S. Combining ulinastatin with TIENAM improves the outcome of sepsis induced by cecal ligation and puncture in mice by reducing inflammation and regulating immune responses. Int Immunopharmacol 2024; 141:112927. [PMID: 39163689 DOI: 10.1016/j.intimp.2024.112927] [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: 06/19/2024] [Revised: 07/29/2024] [Accepted: 08/09/2024] [Indexed: 08/22/2024]
Abstract
Despite the high mortality associated with sepsis, effective and targeted treatments remain scarce. The use of conventional antibiotics such as TIENAM (imipenem and cilastatin sodium for injection, TIE) is challenging because of the increasing bacterial resistance, which diminishes their efficacy and leads to adverse effects. Our previous studies demonstrated that ulinastatin (UTI) exerts a therapeutic impact on sepsis by reducing systemic inflammation and modulating immune responses. In this study, we examined the possibility of administering UTI and TIE after inducing sepsis in a mouse model using cecal ligation and puncture (CLP). We assessed the rates of survival, levels of inflammatory cytokines, the extent of tissue damage, populations of immune cells, microbiota in ascites, and important signaling pathways. The combination of UTI and TIE significantly improved survival rates and reduced inflammation and bacterial load in septic mice, indicating potent antimicrobial properties. Notably, the survival rates of UTI+TIE-treated mice increased from 10 % to 75 % within 168 h compared to those of mice that were subjected to CLP. The dual treatment successfully regulated the levels of inflammatory indicators (interleukin [IL]-6, IL-1β, and tumor necrosis factor [TNF]-α) and immune cell numbers by reducing B cells, natural killer cells, and TNFR2+ Treg cells and increasing CD8+ T cells. Additionally, the combination of UTI and TIE alleviated tissue damage, reduced bacterial load in the peritoneal cavity, and suppressed the NF-κB signaling pathway. Our findings indicate that UTI and TIE combination therapy can significantly enhance sepsis outcomes by reducing inflammation and boosting the immune system. The results offer a promising therapeutic approach for future sepsis treatment.
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Affiliation(s)
- Jingqian Su
- Fujian Key Laboratory of Innate Immune Biology, Biomedical Research Center of South China, College of Life Science, Fujian Normal University, Fuzhou, Fujian Province 350117, PR China.
| | - Congfan Lin
- Fujian Key Laboratory of Innate Immune Biology, Biomedical Research Center of South China, College of Life Science, Fujian Normal University, Fuzhou, Fujian Province 350117, PR China
| | - Xinrui Lin
- Fujian Key Laboratory of Innate Immune Biology, Biomedical Research Center of South China, College of Life Science, Fujian Normal University, Fuzhou, Fujian Province 350117, PR China
| | - Shan Hu
- Fujian Key Laboratory of Innate Immune Biology, Biomedical Research Center of South China, College of Life Science, Fujian Normal University, Fuzhou, Fujian Province 350117, PR China
| | - Xiaohui Deng
- Fujian Key Laboratory of Innate Immune Biology, Biomedical Research Center of South China, College of Life Science, Fujian Normal University, Fuzhou, Fujian Province 350117, PR China
| | - Lian Xie
- Fujian Key Laboratory of Innate Immune Biology, Biomedical Research Center of South China, College of Life Science, Fujian Normal University, Fuzhou, Fujian Province 350117, PR China
| | - Hui Ye
- Fujian Key Laboratory of Innate Immune Biology, Biomedical Research Center of South China, College of Life Science, Fujian Normal University, Fuzhou, Fujian Province 350117, PR China
| | - Fen Zhou
- Fujian Key Laboratory of Innate Immune Biology, Biomedical Research Center of South China, College of Life Science, Fujian Normal University, Fuzhou, Fujian Province 350117, PR China
| | - Shun Wu
- Fujian Key Laboratory of Innate Immune Biology, Biomedical Research Center of South China, College of Life Science, Fujian Normal University, Fuzhou, Fujian Province 350117, PR China
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24
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Tian T, Yu Q, Yang D, Zhang X, Zhang C, Li J, Luo T, Zhang K, Lv X, Wang Y, Wang H, Li H. Endothelial α 1-adrenergic receptor activation improves cardiac function in septic mice via PKC-ERK/p38MAPK signaling pathway. Int Immunopharmacol 2024; 141:112937. [PMID: 39182270 DOI: 10.1016/j.intimp.2024.112937] [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: 04/22/2024] [Revised: 07/30/2024] [Accepted: 08/12/2024] [Indexed: 08/27/2024]
Abstract
Cardiomyopathy is particularly common in septic patients. Our previous studies have shown that activation of the alpha 1 adrenergic receptor (α1-AR) on cardiomyocytes inhibits sepsis-induced myocardial dysfunction. However, the role of cardiac endothelial α1-AR in septic cardiomyopathy has not been determined. Here, we identified α1-AR expression in mouse and human endothelial cells and showed that activation of α1-AR with phenylephrine (PE) improved cardiac function and survival by preventing cardiac endothelial injury in septic mice. Mechanistically, activating α1-AR with PE decreased the expression of ICAM-1, VCAM-1, iNOS, E-selectin, and p-p38MAPK, while promoting PKC and ERK1/2 phosphorylation in LPS-treated endothelial cells. These effects were abolished by a PKC inhibitor or α1-AR antagonist. PE also reduced p65 nuclear translocation, but this suppression is not blocked by PKC inhibition. Treatment with U0126 (a specific ERK1/2 inhibitor) reversed the effects of PE on p38MAPK phosphorylation. Our results demonstrate that cardiac endothelial α1-AR activation prevents sepsis-induced myocardial dysfunction in mice by inhibiting the endothelial injury via PKC-ERK/p38MAPK signaling pathway and a PKC-independent inhibition of p65 nuclear translocation. These findings offer a new perspective for septic patients with cardiac dysfunction by inhibiting cardiac endothelial cell injury through α1-AR activation.
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Affiliation(s)
- Tian Tian
- Department of Pathophysiology, School of Medicine, Jinan University, Guangzhou 510632, China
| | - Qing Yu
- Department of Pathophysiology, School of Medicine, Jinan University, Guangzhou 510632, China
| | - Duomeng Yang
- Department of Pathophysiology, School of Medicine, Jinan University, Guangzhou 510632, China
| | - Xue Zhang
- Department of Pathophysiology, School of Medicine, Jinan University, Guangzhou 510632, China
| | - Chanjuan Zhang
- Department of Pathophysiology, School of Medicine, Jinan University, Guangzhou 510632, China
| | - Jianling Li
- Department of Anesthesiology, The First Affiliated Hospital, Jinan University, Guangzhou 510632, Guangdong, China
| | - Tao Luo
- Department of Pathophysiology, Zhuhai Campus of Zunyi Medical University, Zhuhai 519041, China
| | - Keke Zhang
- Department of Pathophysiology, School of Medicine, Jinan University, Guangzhou 510632, China
| | - Xiuxiu Lv
- Department of Pathophysiology, School of Medicine, Jinan University, Guangzhou 510632, China
| | - Yiyang Wang
- Department of Pathophysiology, School of Medicine, Jinan University, Guangzhou 510632, China
| | - Huadong Wang
- Department of Pathophysiology, School of Medicine, Jinan University, Guangzhou 510632, China
| | - Hongmei Li
- Department of Pathophysiology, School of Medicine, Jinan University, Guangzhou 510632, China.
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25
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Li X, Xu X, Zhang J, Wang X, Zhao C, Liu Q, Fan K. Review of the therapeutic effects of traditional Chinese medicine in sepsis-associated encephalopathy. JOURNAL OF ETHNOPHARMACOLOGY 2024; 334:118588. [PMID: 39029543 DOI: 10.1016/j.jep.2024.118588] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Revised: 07/08/2024] [Accepted: 07/15/2024] [Indexed: 07/21/2024]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Sepsis-associated encephalopathy (SAE) is a common and serious complication during the acute phase of and after recovery from sepsis that seriously affects the quality of life of patients. Traditional Chinese medicine (TCM) has been widely used in modern medicine for neurological anomalies and has become a therapeutic tool for the treatment of SAE due to its multitargeting effects and low toxicity and side effects. AIMS OF THE STUDY This review provides insights into the pathogenesis and treatments of SAE, focusing on the clinical and experimental impacts of TCM formulations and their single components. METHODS Several known databases such as PubMed, Web of Science, Google Scholar, China National Knowledge Infrastructure (CNKI), and others were extensively explored with keywords and phrases such as "sepsis-associated encephalopathy", "traditional Chinese medicine", "herbs", "SAE", "sepsis", "cerebral" or other relevant terms to obtain literature between 2018 and 2024. RESULTS Extensive evidence indicated that TCM could decrease mortality and normalize neurological function in patients with sepsis; these effects might be associated with factors such as reduced oxidative stress and downregulated expression of inflammatory factors. CONCLUSIONS TCM shows notable efficacy in treating SAE, warranting deeper mechanistic studies to optimize its clinical application.
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Affiliation(s)
- Xingyao Li
- College of Veterinary Medicine, China Agricultural University, Beijing, 100193, China.
| | - Xiaolong Xu
- Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing, 100010, China.
| | - Jun Zhang
- Intensive Care Unit, Wuhan Hospital of Traditional Chinese Medicine, Wu Han, 430014, China.
| | - Xuerui Wang
- Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing, 100010, China.
| | - Chunming Zhao
- Beijing University of Chinese Medicine, Beijing, 100029, China.
| | - Qingquan Liu
- Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing, 100010, China.
| | - Kai Fan
- College of Veterinary Medicine, China Agricultural University, Beijing, 100193, China.
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26
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Ferreira Alves G, Oliveira JG, Nakashima MA, Delfrate G, Sordi R, Assreuy J, da Silva-Santos JE, Collino M, Fernandes D. Cardiovascular effects of Roflumilast during sepsis: Risks or benefits? Eur J Pharmacol 2024; 983:177015. [PMID: 39332796 DOI: 10.1016/j.ejphar.2024.177015] [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: 05/28/2024] [Revised: 09/06/2024] [Accepted: 09/25/2024] [Indexed: 09/29/2024]
Abstract
BACKGROUND Phosphodiesterase-4 (PDE4) is responsible for terminating cyclic adenosine monophosphate (cAMP) signalling. PDE4 inhibitors, such as roflumilast (RFM), have anti-inflammatory activity and have been studied in inflammation-induced tissue damage in sepsis. However, the role of RFM on cardiovascular derangements induced by sepsis is still unknown. Thus, we aimed to evaluate the potential effects of RFM on cardiovascular collapse and multiorgan damage caused by sepsis. METHODS Sepsis was induced by cecal ligation and puncture (CLP) in male rats. Six hours after the CLP or sham procedure, animals were randomly assigned to receive either RFM (0.3 mg/kg) or vehicle subcutaneously, and cardiovascular parameters were assessed 24 h after the surgery and organ/plasma samples were collected for further analyses. RESULTS Sepsis induced hypotension, tachycardia, reduced renal blood flow (RBF) and hyporeactivity to vasoconstrictors both in vivo and ex vivo. RFM treatment increased systemic cAMP levels and RBF. RFM also attenuated hypoperfusion and liver damage induced by CLP. Furthermore, RFM reduced systemic nitric oxide (NO) levels in septic rats, while there were no changes in hepatic NOS-2 expression. Nevertheless, RFM exacerbated sepsis-induced hypotension and tachycardia without ameliorating vascular hyporeactivity. CONCLUSION Our data show that PDE-4 inhibition protects septic rats from hepatic injury and improves renal perfusion. However, RFM worsened hemodynamic parameters and showed no protection against sepsis-induced cardiovascular dysfunction and mortality. Thus, despite the anti-inflammatory benefits of RFM, its application in sepsis should be approached cautiously.
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Affiliation(s)
- Gustavo Ferreira Alves
- Department of Pharmacology, Federal University of Santa Catarina, Florianópolis, Brazil; Department of Neurosciences "Rita Levi Montalcini", University of Turin, Turin, Italy
| | | | | | - Gabrielle Delfrate
- Department of Pharmacology, Federal University of Santa Catarina, Florianópolis, Brazil
| | - Regina Sordi
- Department of Pharmacology, Federal University of Santa Catarina, Florianópolis, Brazil
| | - Jamil Assreuy
- Department of Pharmacology, Federal University of Santa Catarina, Florianópolis, Brazil
| | | | - Massimo Collino
- Department of Neurosciences "Rita Levi Montalcini", University of Turin, Turin, Italy
| | - Daniel Fernandes
- Department of Pharmacology, Federal University of Santa Catarina, Florianópolis, Brazil.
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27
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Chen CH, Liao WT, Cheng CM, Chen CC, Liu CC, Shen CF. Urinary interferon-γ-induced protein-10/creatinine ratio as a predictor of severe paediatric infections: A prospective pilot study. Acta Paediatr 2024. [PMID: 39508142 DOI: 10.1111/apa.17486] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2024] [Revised: 10/12/2024] [Accepted: 10/24/2024] [Indexed: 11/08/2024]
Abstract
AIM This prospective pilot study evaluated urinary interferon-γ-induced protein-10 (IP-10)/creatinine and tumour necrosis factor-related apoptosis-inducing ligand (TRAIL)/creatinine ratios as non-invasive biomarkers for distinguishing bacterial from viral infections and assessing disease severity in febrile children. METHODS The study involved 85 febrile children and 29 healthy controls, measuring urinary IP-10/creatinine and TRAIL/creatinine ratios to determine their diagnostic utility. RESULTS Both ratios were significantly elevated in infected patients compared to controls. The IP-10/creatinine ratio effectively assessed disease severity in the overall cohort and subgroups (AUC: 0.7324, 0.7192, 0.7277; p < 0.05). Serum C-reactive protein showed limited discriminatory ability in viral infections (AUC = 0.5385, p = 0.7257). Differentiation between bacterial and viral infections using IP-10/creatinine approached significance (p = 0.082). No significant differences in biomarker levels were observed across pathogens. CONCLUSION The urinary IP-10/creatinine ratio shows promise as a biomarker for assessing paediatric infection severity, particularly when traditional markers are less effective. Larger studies are needed to validate these results and improve its discriminatory accuracy in clinical practice.
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Affiliation(s)
- Cheng-Han Chen
- Emergency Department, Taipei Veterans General Hospital, Taipei, Taiwan
- School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Wan-Ting Liao
- Institute of Biomedical Engineering, National Tsing Hua University, Hsinchu, Taiwan
| | - Chao-Min Cheng
- Institute of Biomedical Engineering, National Tsing Hua University, Hsinchu, Taiwan
| | - Chih-Chia Chen
- Department of Pediatrics, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Ching-Chuan Liu
- Department of Pediatrics, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Ching-Fen Shen
- Department of Pediatrics, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
- Institute of Clinical Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan
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Hwang B, Trawin J, Dzelamunyuy S, Wiens MO, Tagoola A, Businge S, Jabornisky R, Nwankwor O, Karlovich G, Oguonu T, Talla E, Novakowski SK, Fung JST, West N, Ansermino JM, Kissoon N. Assessment of Facility Readiness for Pediatric Emergency and Critical Care Utilizing a 2-Phase Survey Conducted in Six Hospitals in Uganda and Cameroon: A Quality Improvement Study. Pediatr Emerg Care 2024:00006565-990000000-00545. [PMID: 39499115 DOI: 10.1097/pec.0000000000003276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/07/2024]
Abstract
OBJECTIVES Each year, 5.3 million children under 5 years of age die in low-resource settings, often due to delayed recognition of disease severity, inadequate treatment, or a lack of supplies. We describe the use of a comprehensive digital facility-readiness survey tool, recently developed by the Pediatric Sepsis Data CoLaboratory, which aims to identify target areas for quality improvement related to pediatric emergency and critical care. METHODS Facility-readiness surveys were conducted at six sub-Saharan African hospitals providing pediatric emergency and critical care in Uganda (n = 4) and Cameroon (n = 2). The tool is a 2-phase survey to assess readiness to provide pediatric essential emergency and critical care: (1) an "environmental scan," focusing on infrastructure, availability, and functionality of resources, and (2) an "observational scan" assessing the quality and safety of care through direct observation of patients receiving treatment for common diseases. Data were captured in a mobile application and the findings analyzed descriptively. RESULTS Varying levels of facility readiness to provide pediatric emergency care were observed. Only 1 of 6 facilities had a qualified staff member to assess children for danger signs upon arrival, and only 2 of 6 had staff with skills to manage emergency conditions. Only 21% of essential medicines required for pediatric emergency and critical care were available at all six facilities. Most facilities had clean running water and soap or disinfectants, but most also experienced interruptions to their electricity supply. Less than half of patients received an appropriate discharge note and fewer received counseling on postdischarge care; follow-up was arranged in less than a quarter of cases. CONCLUSIONS These pilot findings indicate that facilities are partially equipped and ready to provide pediatric emergency and critical care. This facility-readiness tool can be utilized in low-resource settings to assist hospital administrators and policymakers to determine priority areas to improve quality of care for the critically ill child.
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Affiliation(s)
- Bella Hwang
- From the Institute for Global Health, BC Children's and Women's Hospital
| | | | | | | | | | | | | | | | - Gabrielle Karlovich
- Division of Critical Care Medicine, Department of Pediatrics, Cooper University Hospital, NJ
| | - Tagbo Oguonu
- Department of Pediatrics, University of Nigeria, Teaching Hospital, Ituku/Ozalla, Enugu, Nigeria
| | | | | | - Jollee S T Fung
- From the Institute for Global Health, BC Children's and Women's Hospital
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Guo Q, Li W, Wang J, Wang G, Deng Q, Lian H, Wang X. Construction and validation of a clinical prediction model for sepsis using peripheral perfusion index to predict in-hospital and 28-day mortality risk. Sci Rep 2024; 14:26827. [PMID: 39501076 PMCID: PMC11538300 DOI: 10.1038/s41598-024-78408-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2024] [Accepted: 10/30/2024] [Indexed: 11/08/2024] Open
Abstract
Sepsis is a clinical syndrome caused by infection, leading to organ dysfunction due to a dysregulated host response. In recent years, its high mortality rate has made it a significant cause of death and disability worldwide. The pathophysiological process of sepsis is related to the body's dysregulated response to infection, with microcirculatory changes serving as early warning signals that guide clinical treatment. The Peripheral Perfusion Index (PI), as an indicator of peripheral microcirculation, can effectively evaluate patient prognosis. This study aims to develop two new prediction models using PI and other common clinical indicators to assess the mortality risk of sepsis patients during hospitalization and within 28 days post-ICU admission. This retrospective study analyzed data from sepsis patients treated in the Intensive Care Unit of Peking Union Medical College Hospital between December 2019 and June 2023, ultimately including 645 patients. LASSO regression and logistic regression analyses were used to select predictive factors from 35 clinical indicators, and two clinical prediction models were constructed to predict in-hospital mortality and 28-day mortality. The models' performance was then evaluated using ROC curve, calibration curve, and decision curve analyses. The two prediction models performed excellently in distinguishing patient mortality risk. The AUC for the in-hospital mortality prediction model was 0.82 in the training set and 0.73 in the validation set; for the 28-day mortality prediction model, the AUC was 0.79 in the training set and 0.73 in the validation set. The calibration curves closely aligned with the ideal line, indicating consistency between predicted and actual outcomes. Decision curve analysis also demonstrated high net benefits for the clinical utility of both models. The study shows that these two prediction models not only perform excellently statistically but also hold high practical value in clinical applications. The models can help physicians accurately assess the mortality risk of sepsis patients, providing a scientific basis for personalized treatment.
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Affiliation(s)
- Qirui Guo
- Department of Critical Care Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
| | - Wenbo Li
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Jie Wang
- Department of Critical Care Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
| | - Guangjian Wang
- Department of Critical Care Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
| | - Qingyu Deng
- Department of Critical Care Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
| | - Hui Lian
- Department of Health Care, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China.
| | - Xiaoting Wang
- Department of Critical Care Medicine, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China.
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30
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Giglio A, Aranda M, Ferre A, Borges M. Adult Code Sepsis: A Narrative Review of its Implementation and Impact. J Intensive Care Med 2024:8850666241293034. [PMID: 39492613 DOI: 10.1177/08850666241293034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2024]
Abstract
This narrative review explores the implementation and impact of sepsis code protocols, an urgent intervention strategy designed to improve clinical outcomes in patients with sepsis. We examined the degree of implementation, activation criteria, areas of implementation, personnel involved, responses after activation, goals and targets, impact on clinical indicators, and challenges in implementation. The reviewed evidence suggests that sepsis codes can significantly reduce sepsis-related mortality and enhance early administration of treatments. However, variability in activation criteria and inconsistent application present ongoing challenges. The review considers the incorporation of newer scoring systems, such as NEWS and MEWS, and the potential integration of machine learning tools for early sepsis detection. It highlights the importance of tailoring implementation to specific healthcare contexts and the value of ongoing training to optimize sepsis response. Limitations include the ongoing controversy surrounding sepsis definitions and the need for standardized, feasible quality indicators. Future research should focus on standardizing activation criteria, improving protocol adherence, and exploring emerging technologies to enhance early sepsis detection and management. Despite challenges, sepsis codes show promise in improving patient outcomes when implemented thoughtfully and consistently across healthcare settings.
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Affiliation(s)
- Andrés Giglio
- Critical Care Department, Finis Terrae University, Santiago, Chile
- Critical Care Department, Clinica Las Condes Hospital, Santiago, Chile
| | - María Aranda
- Multidisciplinary Sepsis Unit, ICU. Son Llatzer University Hospital, Palma de Mallorca, Spain
- Sepsis Group, Health Research Institute of the Balearic Islands (IdISBa), Mallorca, Spain
| | - Andres Ferre
- Critical Care Department, Finis Terrae University, Santiago, Chile
- Critical Care Department, Clinica Las Condes Hospital, Santiago, Chile
| | - Marcio Borges
- Multidisciplinary Sepsis Unit, ICU. Son Llatzer University Hospital, Palma de Mallorca, Spain
- Sepsis Group, Health Research Institute of the Balearic Islands (IdISBa), Mallorca, Spain
- Infection Diseases, School of Medicine, Balearic Islands University (UIB), Mallorca, Spain
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31
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Ouyang X, Fu M, Li J, Gao J, Xu L, Pei Y, Jiang X. Risk factors for occurrence and death of sepsis-associated acute kidney injury in children with sepsis. Int Immunopharmacol 2024; 143:113551. [PMID: 39488919 DOI: 10.1016/j.intimp.2024.113551] [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: 06/12/2024] [Revised: 10/21/2024] [Accepted: 10/30/2024] [Indexed: 11/05/2024]
Abstract
INTRODUCTION The 28th Acute Disease Quality Initiative (ADQI) Workgroup proposed the first international consensus on definition of SA-AKI in June 2023. The incidence and mortality of ADQI-defined SA-AKI in septic children is unknown, and the risk factors for the occurrence and death of SA-AKI is unexplored. METHODS We conducted a retrospective study of septic children between January 1, 2018 and December 31, 2022. Logistic regression analysis was used to identify risk factors for SA-AKI. COX proportional hazards regression analysis was utilized for analyzing the risk factors for 30-day mortality in SA-AKI and septic children. RESULTS 221 children were included, of which 81 (36.7 %) developed SA-AKI, with 25.9 % developed into acute kidney disease. Older age, lower baseline eGFR and mechanical ventilation were independently associated with SA-AKI (P < 0.001, P < 0.01 and P < 0.05 respectively). Among the 81 SA-AKI children, 32.1 % died within 30 days from sepsis diagnosis, with higher mortality in children with late SA-AKI than early SA-AKI (72.2 % versus 20.6 %, P < 0.001). Septic shock was independently associated with 30-day death in SA-AKI children (P < 0.05). The overall 30-day mortality of septic children was 19.0 %, with mechanical ventilation, SA-AKI, and septic shock identified as independently associated with 30-day death (P < 0.001, P < 0.05 and P < 0.001 respectively). CONCLUSIONS SA-AKI is of high incidence and mortality in septic children. Older age, lower baseline eGFR and mechanical ventilation were independent risk factors for SA-AKI. SA-AKI was independently associated with 30-day mortality in septic children.
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Affiliation(s)
- Xiaojun Ouyang
- Department of Pediatric Nephrology and Rheumatology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Meng Fu
- Department of Pediatric Nephrology and Rheumatology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Jie Li
- Department of Pediatric Nephrology and Rheumatology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Jie Gao
- Department of Pediatric Nephrology and Rheumatology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Lingling Xu
- Department of Pediatric Nephrology and Rheumatology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China.
| | - Yuxin Pei
- Department of Pediatric Nephrology and Rheumatology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China.
| | - Xiaoyun Jiang
- Department of Pediatric Nephrology and Rheumatology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China.
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Wang S, Liu Y, Su M, Yang J, Liu H, Qiu W. UFMylation is involved in serum inflammatory cytokines generation and splenic T cell activation induced by lipopolysaccharide. Cytokine 2024; 183:156755. [PMID: 39276536 DOI: 10.1016/j.cyto.2024.156755] [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: 07/25/2024] [Revised: 09/02/2024] [Accepted: 09/06/2024] [Indexed: 09/17/2024]
Abstract
UFMylation, a novel ubiquitin-like protein modification system, has been recently found to be activated in inflammation. However, the effects of UFMylation activation on inflammation in vivo remains unclear. In the present study, we generated a UFMylation activated mice using transgenic (TG) techniques. Lipopolysaccharide (LPS) was used to induce systemic inflammation in both TG and non-transgenic (NTG) mice. Serum cytokines were detected using a Mouse Cytokine Array, and the proportions of splenic NK, B and T cells were determined by using flow cytometry. We found that TG mice showed increased serum G-CSF, TNF RII and decreased serum TCA-3, CD30L, bFGF, IL-15 and MIG compared with NTG mice at baseline. Furthermore, serum cytokines in TG mice exhibited different responses to LPS compared to NTG mice. LPS up-regulated serum TNF RII, G-CSF, MCP-5, RANTES, KC, BLC, MIG and down-regulated IL-1b, IL-2, IL-3, IL-4, IL-5, IL-7, IL-10, IL-12p40, IL-15, IL-17, IFN-γ, TCA-3, Eotaxin-2, LIX, MCP-1, TNFα, GM-CSF in NTG mice, whereas LPS up-regulated G-CSF, MCP-5, RANTES, KC, BLC, MIG, ICAM-1, PF4, Eotaxin, CD30L, MIP-1a, TNFRI and down-regulated IL-1b, IL-3, LIX, MCP-1, TNFα, GM-CSF in TG mice. Data from flow cytometry indicated that LPS significantly reduced the percentages of NK and NKT cells in NTG mice, whereas UFMylation activation inhibited LPS-induced NKT cell decrease. The proportions of B cells, total CD4+ and total CD8+ T cells were comparable between TG and NTG mice in response to LPS treatment, whereas the percentages of CD4+CD69+ and CD8+CD69+T cells were lower in TG mice. These findings suggest that UFMylation may alter LPS-induced serum cytokine profile and participate in splenic T cell activation in vivo.
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Affiliation(s)
- Sixu Wang
- Department of Urology, Beijing Friendship Hospital, Capital Medical University, China; Institute of Urology, Beijing Municipal Health Commission, China; Department of Urology, Beijing Jishuitan Hospital, Capital Medical University, China
| | - Yuyang Liu
- Institute of Medical Information, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Ming Su
- Department of Clinical Laboratory, Peking University People's Hospital, China
| | - Jing Yang
- Department of Clinical Laboratory, Beijing Chaoyang Hospital, The Third Clinical Medical College of Capital Medical University, China
| | - Hui Liu
- Institute of Medical Information, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
| | - Wei Qiu
- Department of Urology, Beijing Friendship Hospital, Capital Medical University, China; Institute of Urology, Beijing Municipal Health Commission, China.
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Marchetto L, Zanetto L, Comoretto RI, Padrin D, Menon K, Amigoni A, Daverio M. OUTCOMES OF PEDIATRIC FLUID-REFRACTORY SEPTIC SHOCK ACCORDING TO DIFFERENT VASOACTIVE STRATEGIES: A SYSTEMATIC REVIEW AND META-ANALYSIS. Shock 2024; 62:599-611. [PMID: 39158574 DOI: 10.1097/shk.0000000000002427] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/20/2024]
Abstract
ABSTRACT Background: Hemodynamic support using vasoactive agents is a mainstay in the management of patients with pediatric fluid-refractory septic shock (FRSS). However, evidence supporting the appropriate choice of vasoactive agent is limited. This study aimed to perform a systematic review and meta-analysis on the effect of different first-line vasoactive strategies on mortality in pediatric FRSS. Methods: MEDLINE, Embase, Scopus, CINAHL, Web of Science, the Cochrane Library, ClinicalTrials.gov , and the ISRCTN registry were searched up until December 2023. Randomized controlled trials and observational cohort studies reporting vasoactive agent-specific outcomes of children with FRSS were included. Mortality was assessed as primary outcome in studies on patients receiving dopamine, epinephrine, or norepinephrine as first-line. Random-effects meta-analyses were conducted. Prevalence ratio (PR) estimates were calculated between two drugs when was available in the same study. Findings: Of the 26,284 identified articles, 13 were included, for a total of 997 children. Twelve studies included 748 patients receiving a single vasoactive agent. Of these, 361 received dopamine, 271 epinephrine, and 116 norepinephrine. Overall pooled mortality for patients receiving a single vasoactive was 12% (95% CI 6%-21%) of which 11% (95% CI 3%-36%) for patients receiving dopamine, 17% (95% CI 6%-37%) for epinephrine, and 7% (95% CI 1%-48%) for norepinephrine. Four first-line dopamine (176 patients) and first-line epinephrine (142 patients): dopamine showed a tendency toward higher mortality (PR 1.38, 95% CI 0.81-2.38) and a significant higher need for mechanical ventilation (PR 1.12, 95% CI 1.02-1.22). Interpretation: Among children with FRSS receiving a single vasoactive agent, norepinephrine was associated with the lowest mortality rate. Comparing dopamine and epinephrine, patients receiving epinephrine needed less mechanical ventilation and showed a trend for lower mortality rate. Further research is needed to better delineate the first-line vasoactive agent in this population.
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Affiliation(s)
- Luca Marchetto
- Pediatric Intensive Care Unit, Department of Women's and Children's Health, University Hospital of Padua, Padua, Italy
| | - Lorenzo Zanetto
- Neonatal Intensive Care Unit, Department of Women's and Children's Health, University Hospital of Padua, Padua, Italy
| | - Rosanna I Comoretto
- Department of Public Health and Pediatrics, University of Turin, Turin, Italy
| | - Davide Padrin
- Pediatric Intensive Care Unit, Department of Women's and Children's Health, University Hospital of Padua, Padua, Italy
| | - Kusum Menon
- Department of Pediatrics, Children's Hospital of Eastern Ontario, University of Ottawa, Ottawa, Ontario, Canada
| | - Angela Amigoni
- Pediatric Intensive Care Unit, Department of Women's and Children's Health, University Hospital of Padua, Padua, Italy
| | - Marco Daverio
- Pediatric Intensive Care Unit, Department of Women's and Children's Health, University Hospital of Padua, Padua, Italy
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Strauss M, Suleiman SA, Lauz N, Reznik-Gitlitz B, Sagas D, Colodner R. A comparative study of a rapid phenotypic antimicrobial susceptibility testing system directly from positive blood cultures to the disk diffusion and VITEK 2 methods. J Microbiol Methods 2024; 226:107046. [PMID: 39303992 DOI: 10.1016/j.mimet.2024.107046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2024] [Revised: 09/15/2024] [Accepted: 09/17/2024] [Indexed: 09/22/2024]
Abstract
BACKGROUND Sepsis is a life-threatening condition that impacts 49 million people annually and causes 11 million deaths worldwide. Surviving bloodstream infections (BSIs) depends on the rapid administration of effective antimicrobial treatment, underscoring a need for rapid antimicrobial susceptibility testing (AST). AIM To evaluate the performance of Quantamatrix's dRAST v2.5 system (Seoul, South Korea) for AST directly from positive blood cultures as compared to the Disk-Diffusion (DD) and VITEK 2 methods. METHODS The study included 191 positive blood cultures from clinical samples and spiked blood culture bottles. Following Gram staining and species-level identification, AST was performed by VITEK 2 and standard DD methods using CLSI (2021) interpretation. RESULTS dRAST demonstrated very good AST performance for a Gram-negative isolate, and good performance for Gram-positive isolates, meeting CLSI criteria for the acceptance of a new method. Antimicrobials that were not considered verified compared to VITEK 2 and DD were cefazolin, ceftazidime, meropenem, and trimethoprim/sulfamethoxazole for Gram-negatives and clindamycin, erythromycin, penicillin, and oxacillin for Gram-positives. dRAST ESBL detection results were strongly correlated with the ESBL phenotypes obtained with other methods. Additional resistance mechanisms were in concordance with traditional tests. CONCLUSIONS dRAST demonstrated good AST performance, meeting CLSI criteria for most relevant antibiotics. dRAST was associated with a significant reduction in time-to-results, labor, and the subjectivity of result analyses, making it a valuable addition to efforts supporting the treatment of patients with bacteremia. AST (antimicrobial susceptibility test), blood culture, dRAST, rapid methods, sepsis, turnaround time (TAT).
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Affiliation(s)
- Merav Strauss
- The Microbiology Laboratory, Emek Medical Center, Yitshak Rabin Boulevard 21, Afula 1834111, Israel.
| | - Shereen Affan Suleiman
- The Microbiology Laboratory, Emek Medical Center, Yitshak Rabin Boulevard 21, Afula 1834111, Israel
| | - Najwa Lauz
- The Microbiology Laboratory, Emek Medical Center, Yitshak Rabin Boulevard 21, Afula 1834111, Israel
| | - Bela Reznik-Gitlitz
- The Microbiology Laboratory, Emek Medical Center, Yitshak Rabin Boulevard 21, Afula 1834111, Israel
| | - Dana Sagas
- The Microbiology Laboratory, Emek Medical Center, Yitshak Rabin Boulevard 21, Afula 1834111, Israel
| | - Raul Colodner
- The Microbiology Laboratory, Emek Medical Center, Yitshak Rabin Boulevard 21, Afula 1834111, Israel
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Fitzgerald JC, Weiss SL. "Rocking" Continuous Renal Replacement Therapy Management in Children and Young Adults With Sepsis: Impact of Hemodynamic Support on Outcomes. Crit Care Med 2024; 52:1796-1799. [PMID: 39418001 DOI: 10.1097/ccm.0000000000006424] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2024]
Affiliation(s)
- Julie C Fitzgerald
- Department of Anesthesiology and Critical Care, The Children's Hospital of Philadelphia, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
- The Children's Hospital of Philadelphia Pediatric Sepsis Program, Philadelphia, PA
| | - Scott L Weiss
- Division of Critical Care, Department of Pediatrics, Nemours Children's Hospital, Wilmington, DE
- Departments of Pediatrics & Pathology, Anatomy, and Cell Biology, Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, PA
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Zhu CL, Wang Y, Ren SC, Yu CM, Sun XY, Liu ZL, Li QQ, Guo DZ, Chen Y, You J, Wang JF. THE DELIVERY OF PD-L1 SIRNA BY NEUTROPHIL-TARGETED LIPID NANOPARTICLES EFFECTIVELY AMELIORATES SEPSIS. Shock 2024; 62:707-715. [PMID: 39158541 DOI: 10.1097/shk.0000000000002450] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/20/2024]
Abstract
ABSTRACT Background: Sepsis, a complex and life-threatening disease, poses a significant global burden affecting over 48 million individuals. Recently, it has been reported that programmed death-ligand 1 (PD-L1) expressed on neutrophils is involved in both inflammatory organ dysfunction and immunoparalysis in sepsis. However, there is a dearth of strategies to specifically target PD-L1 in neutrophils in vivo . Methods: We successfully developed two lipid nanoparticles (LNPs) specifically targeting neutrophils by delivering PD-L1 siRNA via neutrophil-specific antibodies and polypeptides. In vivo and in vitro experiments were performed to detect lipid nanoparticles into neutrophils. A mouse cecal ligation and puncture model was used to detect neutrophil migration, neutrophil extracellular traps level, and organ damage. Result: The PD-L1 siRNA-loaded LNPs that target neutrophils suppressed inflammation, reduced the release of neutrophil extracellular traps, and inhibited T-lymphocyte apoptosis. This approach could help maintain homeostasis of both the immune and inflammatory responses during sepsis. Furthermore, the PD-L1 siRNA-loaded LNPs targeting neutrophils have the potential to ameliorate the multiorgan damage and lethality resulting from cecal ligation and puncture. Conclusions: Taken together, our data identify a previously unknown drug delivery strategy targeting neutrophils, which represents a novel, safe, and effective approach to sepsis therapy.
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Affiliation(s)
- Cheng-Long Zhu
- Faculty of Anesthesiology, Changhai Hospital, Naval Medical University, Shanghai, People's Republic of China
| | - Yi Wang
- Faculty of Anesthesiology, Changhai Hospital, Naval Medical University, Shanghai, People's Republic of China
| | - Shi-Chun Ren
- Faculty of Anesthesiology, Changhai Hospital, Naval Medical University, Shanghai, People's Republic of China
| | | | | | | | | | - De-Zhi Guo
- The Battalion 3 of Cadet Brigade, School of Basic Medicine, Naval Medical University, Shanghai, People's Republic of China
| | - Yu Chen
- The Battalion 5 of Cadet Brigade, School of Basic Medicine, Naval Medical University, Shanghai, People's Republic of China
| | - Jia You
- Faculty of Anesthesiology, Changhai Hospital, Naval Medical University, Shanghai, People's Republic of China
| | - Jia-Feng Wang
- Faculty of Anesthesiology, Changhai Hospital, Naval Medical University, Shanghai, People's Republic of China
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Fleischmann-Struzek C, Born S, Kesselmeier M, Ely EW, Töpfer K, Romeike H, Bauer M, Bercker S, Bodechtel U, Fiedler S, Groesdonk HV, Petros S, Platzer S, Rüddel H, Schreiber T, Reinhart K, Scherag A. Functional dependence following intensive care unit-treated sepsis: three-year follow-up results from the prospective Mid-German Sepsis Cohort (MSC). THE LANCET REGIONAL HEALTH. EUROPE 2024; 46:101066. [PMID: 39308983 PMCID: PMC11415812 DOI: 10.1016/j.lanepe.2024.101066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Revised: 08/27/2024] [Accepted: 08/28/2024] [Indexed: 09/25/2024]
Abstract
Background Surviving sepsis can lead to chronic physical, psychological and cognitive impairments, which affect millions of patients worldwide, including survivors after COVID-19 viral sepsis. We aimed to characterize the magnitude and trajectory of functional dependence and new impairments post-sepsis. Methods We conducted a prospective cohort study including sepsis survivors who had been discharged from five German intensive care units (ICUs), until 36 months post-discharge. Primary outcome was functional dependence, defined as ≥1 impaired activity of daily living (ADL; 10-item ADL score <100), self-reported nursing care dependence or nursing care level. Secondary outcome was post-sepsis morbidity in the physical, psychological or cognitive domain. We used a multistate, competing risk model to address competing events in the course of dependence, and conducted multiple linear regression analyses to identify predictors associated with the ADL score. Findings Of 3210 sepsis patients screened, 1968 survived the ICU treatment (61.3%). A total of 753 were included in the follow-up assessments of the Mid-German Sepsis cohort. Patients had a median age of 65 (Q1-Q3 56-74) years, 64.8% (488/753) were male and 76.1% (573/753) had a septic shock. Considering competing risk modelling, the probability of still being functional dependent was about 25%, while about 30% regained functional independence and 45% died within the three years post-sepsis. Patients reported a high burden of new and often overlapping impairments until three years post-sepsis. In the subgroup of three-year survivors (n = 330), new physical impairments affected 91.2% (n = 301) while new cognitive and psychological impairments were reported by 57.9% (n = 191) and 40.9% (n = 135), respectively. Patients with pre-existing functional limitations and higher age were at risk for low ADL scores three years after sepsis. Interpretation Sepsis survivorship was associated with a broad range of new impairments and led to functional dependence in around one quarter of patients. Targeted measures are needed to mitigate the burden of this Post-Sepsis-Syndrome and increase the proportion of patients that achieve functional improvements. Funding This work was supported by the Integrated Research and Treatment Center, Center for Sepsis Control and Care (CSCC) at the Jena University Hospital funded by the German Ministry of Education and Research and by the Rudolf Presl GmbH & Co, Kreischa, Germany.
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Affiliation(s)
- Carolin Fleischmann-Struzek
- Institute of Infectious Diseases and Infection Control, Jena University Hospital/Friedrich-Schiller-University Jena, Jena, Germany
- Integrated Research and Treatment Center, Centre for Sepsis Control and Care (CSCC), Jena University Hospital/Friedrich-Schiller-University Jena, Jena, Germany
| | - Sebastian Born
- Institute of Infectious Diseases and Infection Control, Jena University Hospital/Friedrich-Schiller-University Jena, Jena, Germany
- Integrated Research and Treatment Center, Centre for Sepsis Control and Care (CSCC), Jena University Hospital/Friedrich-Schiller-University Jena, Jena, Germany
| | - Miriam Kesselmeier
- Institute of Medical Statistics, Computer and Data Sciences (IMSID), Jena University Hospital/Friedrich-Schiller-University Jena, Jena, Germany
| | - E. Wesley Ely
- Veteran's Affairs Tennessee Valley Geriatric Research, Education and Clinical Center (GRECC), Nashville, TN, USA
- Critical Illness, Brain Dysfunction, Survivorship (CIBS) Center, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Kristin Töpfer
- Integrated Research and Treatment Center, Centre for Sepsis Control and Care (CSCC), Jena University Hospital/Friedrich-Schiller-University Jena, Jena, Germany
- Institute of Medical Statistics, Computer and Data Sciences (IMSID), Jena University Hospital/Friedrich-Schiller-University Jena, Jena, Germany
| | | | - Michael Bauer
- Integrated Research and Treatment Center, Centre for Sepsis Control and Care (CSCC), Jena University Hospital/Friedrich-Schiller-University Jena, Jena, Germany
- Department of Anesthesiology and Intensive Care Medicine, Jena University Hospital/Friedrich-Schiller-University Jena, Jena, Germany
| | - Sven Bercker
- Department of Anesthesiology and Intensive Care Medicine, University Hospital of Leipzig, Leipzig, Germany
| | - Ulf Bodechtel
- Department of Interdisciplinary Intensive Care Medicine and Rehabilitation, Klinik Bavaria Kreischa, Kreischa, Germany
| | - Sandra Fiedler
- Center for Clinical Studies (ZKS Jena), Jena University Hospital/Friedrich-Schiller-University Jena, Jena, Germany
| | - Heinrich V. Groesdonk
- Department of Interdisciplinary Intensive Care Medicine and Intermediate Care, Helios Clinic Erfurt, Health and Medical University Erfurt, Erfurt, Germany
| | - Sirak Petros
- Medical ICU, University Hospital Leipzig, Leipzig, Germany
| | - Stefanie Platzer
- Integrated Research and Treatment Center, Centre for Sepsis Control and Care (CSCC), Jena University Hospital/Friedrich-Schiller-University Jena, Jena, Germany
- Center for Clinical Studies (ZKS Jena), Jena University Hospital/Friedrich-Schiller-University Jena, Jena, Germany
| | - Hendrik Rüddel
- Integrated Research and Treatment Center, Centre for Sepsis Control and Care (CSCC), Jena University Hospital/Friedrich-Schiller-University Jena, Jena, Germany
- Department of Anesthesiology and Intensive Care Medicine, Jena University Hospital/Friedrich-Schiller-University Jena, Jena, Germany
| | | | - Konrad Reinhart
- Department of Anesthesiology and Operative Intensive Care Medicine (CCM, CVK), Charité – Universitätsmedizin Berlin, Berlin Institute of Health, Berlin, Germany
| | - André Scherag
- Integrated Research and Treatment Center, Centre for Sepsis Control and Care (CSCC), Jena University Hospital/Friedrich-Schiller-University Jena, Jena, Germany
- Institute of Medical Statistics, Computer and Data Sciences (IMSID), Jena University Hospital/Friedrich-Schiller-University Jena, Jena, Germany
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38
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Cao Z, Wong F, Choudhury AK, Kamath PS, Topazian M, Torre A, Hayes PC, George J, Idilman R, Seto WK, Desalegn H, Alvares-da-Silva MR, Bush BJ, Thacker LR, Xie Q, Bajaj JS. Global prevalence and characteristics of infections and clinical outcomes in hospitalised patients with cirrhosis: a prospective cohort study for the CLEARED Consortium. Lancet Gastroenterol Hepatol 2024; 9:997-1009. [PMID: 39243795 DOI: 10.1016/s2468-1253(24)00224-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Revised: 06/30/2024] [Accepted: 07/03/2024] [Indexed: 09/09/2024]
Abstract
BACKGROUND Infections have a poor prognosis in inpatients with cirrhosis. We aimed to determine regional variations in infections and their association with clinical outcomes in a global cohort of inpatients with cirrhosis. METHODS In this prospective cohort study initiated by the CLEARED Consortium, we enrolled adults (aged >18 years) with cirrhosis who were non-electively admitted to 98 hospitals from 26 countries or regions across six continents between Nov 5, 2021, and Dec 10, 2022. Data at admission, during hospitalisation, and for 30 days after discharge were collected through patient reports and chart reviews. Collected data included demographics; country and country income level per World Bank classifications (high-income countries [HICs], upper-middle-income countries [UMICs], and low-income or lower-middle-income countries [L-LMICs]); comorbidities; characteristics related to cirrhosis and the infections, including types, culture results, and drug resistance profile; antibiotic use; and disease course while hospitalised and for 30 days post-discharge. The primary outcome was in-hospital death or hospice referral in those with versus those without an admission infection (defined by the presence of infection on or within 48 h of admission). Multivariable log-binomial regression for in-hospital death or hospice referral was performed to identify risk factors. FINDINGS Of 4550 patients screened, 4238 patients (mean age 56·1 years [SD 13·3]; 2711 [64·0%] male and 1527 [36·0%] female) with complete data were enrolled. 1351 (31·9%) had admission infections. A higher proportion of patients in L-LMICs had infections (318 [41·7%] of 762 vs 444 [58·3%] without infection) than in UMICs (588 [30·6%] of 1922 vs 1334 [69·4%]) or HICs (445 [28·6%] of 1554 vs 1109 [71·4%]). Patients with admission infections had worse severity of cirrhosis and were more likely to have had an infection or been hospitalised in the preceding 6 months. The most common specific infection types were spontaneous bacterial peritonitis (391 [28·9%] of 1351), pneumonia (233 [17·2%]), and urinary tract infections (193 [14·3%]). 549 (40·6%) patients were culture-positive for bacterial or fungal infections, with the lowest culture-positive rates in Africa and mainland China. Most of the isolated organisms were Gram-negative (345 [63%] of 549), then Gram-positive (157 [29%]), and then fungi or mixed (47 [9%]), with Escherichia coli, Klebsiella pneumoniae, and Enterococcus spp being the top three isolated pathogens. The overall rate of drug resistance was 40% (220 of 549 with positive cultures), being highest in UMICs. The most used empirical antimicrobials were third-generation cephalosporins (453 [37%] of 1241), followed by the broad-spectrum β-lactams and β-lactamase inhibitors (289 [23%]). De-escalation was observed in 62 (20%) of 304 patients who had their antibiotics changed. Patients with versus without admission infections had a higher rate of in-hospital death or hospice transfer (299 [22·1%] of 1351 vs 232 [8·0%] of 2887; p<0·0001), a result replicated in multivariable analysis (adjusted risk ratio 1·75 [95% CI 1·42-2·06]; p<0·0001). Older age, self-reported female gender, not being in a HIC, lactulose use, and higher MELD-Na score were also associated with in-hospital death or hospice transfer on multivariable analysis. INTERPRETATION In the CLEARED Consortium cohort of inpatients with cirrhosis, the rates and types of infections, causative organisms, and culture-positivity varied substantially across regions, and infections were associated with a higher mortality risk. Culture positivity, which guides appropriate antibiotic use, was low. Taking a global perspective, considering regional variations in infections, drug resistance, and resources, could help to alleviate disparities in burden and outcomes. FUNDING US Department of Veterans Affairs, the Richmond Institute for Veterans Research, the National Natural Science Foundation of China, Shanghai Rising-Star Program, the National Council for Scientific and Technological Development of Brazil, and Shanghai Municipal Key Clinical Specialty.
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Affiliation(s)
- Zhujun Cao
- Department of Infectious Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Florence Wong
- Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - Ashok K Choudhury
- Department of Hepatology, Institute for Liver and Biliary Sciences, New Delhi, India
| | - Patrick S Kamath
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Mayo Clinic College of Medicine and Science, Rochester, MN, USA
| | - Mark Topazian
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Mayo Clinic College of Medicine and Science, Rochester, MN, USA; Gastroenterology and Hepatology Unit, St Paul's Hospital, Millennium Medical College, Addis Ababa, Ethiopia
| | - Aldo Torre
- Department of Medicine, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Peter C Hayes
- Hepatology, Division of Health Sciences, Deanery of Clinical Sciences, University of Edinburgh, Edinburgh, UK
| | - Jacob George
- Storr Liver Centre, The Westmead Institute for Medical Research and Westmead Hospital, University of Sydney, Sydney, NSW, Australia
| | - Ramazan Idilman
- Department of Gastroenterology, Ankara University School of Medicine, Ankara, Turkey
| | - Wai-Kay Seto
- Department of Medicine, School of Clinical Medicine, The University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Hailemichael Desalegn
- Gastroenterology and Hepatology Unit, St Paul's Hospital, Millennium Medical College, Addis Ababa, Ethiopia
| | - Mario Reis Alvares-da-Silva
- Department of Hepatology, Hospital de Clínicas de Porto Alegre, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Brian J Bush
- Department of Population Health, Virginia Commonwealth University, Richmond, VA, USA
| | - Leroy R Thacker
- Department of Population Health, Virginia Commonwealth University, Richmond, VA, USA
| | - Qing Xie
- Department of Infectious Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
| | - Jasmohan S Bajaj
- Division of Gastroenterology, Hepatology, and Nutrition and Richmond VA Medical Center, Virginia Commonwealth University, Richmond, VA, USA.
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Mu J, Shen Y, Zhu F, Zhang Q. Association of TLR4 polymorphisms (Asp299Gly and Thr399Ile) with sepsis: a meta-analysis and trial sequence analysis. APMIS 2024; 132:869-880. [PMID: 39222487 DOI: 10.1111/apm.13463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Accepted: 08/08/2024] [Indexed: 09/04/2024]
Abstract
Several investigations have been carried out to explore the genetic association of TLR4 codon variants, specifically Asp299Gly and Thr399Ile, and susceptibility to sepsis, but the results have been contradictory. The present study aimed to conduct a meta-analysis to draw a definitive conclusion regarding the role of TLR4 genetic variants (Asp299Gly and Thr399Ile) in sepsis. A thorough literature search was conducted using the PubMed, Scopus, and Science Direct databases. The inclusion and exclusion criteria were established to ensure the accuracy of the data. The Comprehensive Meta-Analysis Software v4 was utilized to perform the meta-analysis and related analyses. A total of 13 studies were analyzed, including 2328 sepsis cases and 2495 healthy controls for the TLR4 Asp299Gly variant. Eight studies provided genotype data for the rs4986791 polymorphism. The Asp299Gly variant showed a marginal protective effect in the allele (p = 0.08, odds ratio = 0.71) and dominant (p = 0.09, odds ratio = 0.71) genetic models, although it was not statistically significant. The trial sequential analysis indicated that further case-control studies are necessary to draw definitive conclusions about the TLR4 polymorphisms in sepsis. The TLR4 Asp299Gly variant may have a protective effect against sepsis. However, additional research with larger sample sizes across diverse populations is required to validate this finding.
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Affiliation(s)
- Jingjing Mu
- Department of Critical care Medicine 330 wards, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Yue Shen
- Department of Critical Care Medicine, The Sixth Medical Center of PLA General Hospital, Beijing, China
| | - Furong Zhu
- School of Nursing Wenzhou Medical University, Cixi Institute of Biomedicine, Wenzhou Medical University, Wenzhou, China
| | - Qixia Zhang
- Department of Critical care Medicine 330 wards, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
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40
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Drozd M, Hamilton F, Cheng CW, Lillie PJ, Brown OI, Chaddock N, Savic S, Naseem K, Iles MM, Morgan AW, Kearney MT, Cubbon RM. Plasma MERTK is causally associated with infection mortality. J Infect 2024; 89:106262. [PMID: 39241967 DOI: 10.1016/j.jinf.2024.106262] [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: 07/10/2024] [Revised: 08/26/2024] [Accepted: 08/28/2024] [Indexed: 09/09/2024]
Abstract
BACKGROUND Infectious diseases are a major cause of mortality in spite of existing public health, anti-microbial and vaccine interventions. We aimed to define plasma proteomic associates of infection mortality and then apply Mendelian randomisation (MR) to yield biomarkers that may be causally associated. METHODS We used UK Biobank plasma proteomic data to associate 2923 plasma proteins with infection mortality before 31st December 2019 (240 events in 52,520 participants). Since many plasma proteins also predict non-infection mortality, we focussed on those associated with >1.5-fold risk of infection mortality in an analysis excluding survivors. Protein quantitative trait scores (pQTS) were then used to identify whether genetically predicted protein levels also associated with infection mortality. To conduct Two Sample MR, we performed a genome-wide association study (GWAS) of infection mortality using UK Biobank participants without plasma proteomic data (n = 363,953 including 984 infection deaths). FINDINGS After adjusting for clinical risk factors, 1142 plasma proteins were associated with risk of infection mortality (false discovery rate <0.05). 259 proteins were associated with >1.5-fold increased risk of infection versus non-infection mortality. Of these, we identified genetically predicted increasing MERTK concentration was associated with increased risk of infection mortality. MR supported a causal association between increasing plasma MERTK protein and infection mortality (odds ratio 1.46 per unit; 95% CI 1.15- 1.85; p = 0.002). CONCLUSION Plasma MERTK is causally associated with infection mortality and warrants exploration as a potential therapeutic target.
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Affiliation(s)
- Michael Drozd
- Leeds Institute of Cardiovascular and Metabolic Medicine, School of Medicine, University of Leeds, Leeds, UK.
| | - Fergus Hamilton
- MRC Integrative Epidemiology Unit, University of Bristol, Bristol, UK
| | - Chew W Cheng
- Leeds Institute of Cardiovascular and Metabolic Medicine, School of Medicine, University of Leeds, Leeds, UK
| | - Patrick J Lillie
- Department of Infection, Castle Hill Hospital, Hull University Hospitals NHS Trust, Kingston Upon Hull, UK
| | - Oliver I Brown
- Leeds Institute of Cardiovascular and Metabolic Medicine, School of Medicine, University of Leeds, Leeds, UK
| | - Natalie Chaddock
- Leeds Institute of Cardiovascular and Metabolic Medicine, School of Medicine, University of Leeds, Leeds, UK
| | - Sinisa Savic
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, School of Medicine, University of Leeds, Leeds, UK; NIHR Leeds Biomedical Research Centre, Leeds Teaching Hospitals NHS Trust, Chapel Allerton Hospital, Leeds, UK
| | - Khalid Naseem
- Leeds Institute of Cardiovascular and Metabolic Medicine, School of Medicine, University of Leeds, Leeds, UK
| | - Mark M Iles
- NIHR Leeds Biomedical Research Centre, Leeds Teaching Hospitals NHS Trust, Chapel Allerton Hospital, Leeds, UK; Leeds Institute of Medical Research, University of Leeds, Leeds, UK
| | - Ann W Morgan
- Leeds Institute of Cardiovascular and Metabolic Medicine, School of Medicine, University of Leeds, Leeds, UK; NIHR Leeds Biomedical Research Centre, Leeds Teaching Hospitals NHS Trust, Chapel Allerton Hospital, Leeds, UK
| | - Mark T Kearney
- Leeds Institute of Cardiovascular and Metabolic Medicine, School of Medicine, University of Leeds, Leeds, UK; NIHR Leeds Biomedical Research Centre, Leeds Teaching Hospitals NHS Trust, Chapel Allerton Hospital, Leeds, UK
| | - Richard M Cubbon
- Leeds Institute of Cardiovascular and Metabolic Medicine, School of Medicine, University of Leeds, Leeds, UK; NIHR Leeds Biomedical Research Centre, Leeds Teaching Hospitals NHS Trust, Chapel Allerton Hospital, Leeds, UK.
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Moraes AS, Tatara JM, da Rosa RL, Siqueira FM, Domingues G, Berger M, Guimarães JA, Barth AL, Barth PO, Yates JR, Beys-da-Silva WO, Santi L. Metabolic Reprogramming of Klebsiella pneumoniae Exposed to Serum and Its Potential Implications in Host Immune System Evasion and Resistance. J Proteome Res 2024; 23:4896-4906. [PMID: 39360742 PMCID: PMC11536433 DOI: 10.1021/acs.jproteome.4c00286] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Revised: 08/23/2024] [Accepted: 09/25/2024] [Indexed: 10/05/2024]
Abstract
The aim of this study was to identify, using proteomics, the molecular alterations caused by human serum exposure to Klebsiella pneumoniae ACH2. The analysis was performed under two different conditions, native serum from healthy donors and heat-inactivated serum (to inactivate the complement system), and at two different times, after 1 and 4 h of serum exposure. More than 1,000 bacterial proteins were identified at each time point. Enterobactin, a siderophore involved in iron uptake, and proteins involved in translation were upregulated at 1 h, while the chaperone ProQ and the glyoxylate cycle were identified after 4 h. Enzymes involved in the stress response were downregulated, and the SOD activity was validated using an enzymatic assay. In addition, an intricate metabolic adaptation was observed, with pyruvate and thiamine possibly involved in survival and virulence in the first hour of serum exposure. The addition of exogenous thiamine contributes to bacterial growth in human serum, corroborating this result. During 4 h of serum exposure, the glyoxylate cycle (GC) probably plays a central role, and the addition of exogenous succinate suppresses the GC, inducing a decrease in serum resistance. Therefore, serum exposure causes important changes in iron acquisition, the expression of virulence factors, and metabolic reprogramming, which could contribute to bacterial serum resistance.
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Affiliation(s)
- Amanda
Naiara Silva Moraes
- Post-Graduation
Program in Cellular and Molecular Biology, Federal University of Rio Grande do Sul., Porto Alegre, Rio Grande do Sul 91501-970, Brazil
| | - Juliana Miranda Tatara
- Post-Graduation
Program in Cellular and Molecular Biology, Federal University of Rio Grande do Sul., Porto Alegre, Rio Grande do Sul 91501-970, Brazil
| | - Rafael Lopes da Rosa
- Post-Graduation
Program in Cellular and Molecular Biology, Federal University of Rio Grande do Sul., Porto Alegre, Rio Grande do Sul 91501-970, Brazil
| | - Franciele Maboni Siqueira
- Faculty
of Veterinary, Federal University of Rio
Grande do Sul, Porto Alegre, Rio Grande do Sul 91540-000, Brazil
| | | | - Markus Berger
- Center
of Experimental Research, Clinical Hospital
of Porto Alegre, Porto
Alegre, Rio Grande do Sul 90035-903, Brazil
- Tick-Pathogen
Transmission Unit, Laboratory of Bacteriology, National Institute of Allergy and Infectious Diseases, Hamilton, Montana 20892, United States
| | - Jorge Almeida Guimarães
- Center
of Experimental Research, Clinical Hospital
of Porto Alegre, Porto
Alegre, Rio Grande do Sul 90035-903, Brazil
| | - Afonso Luís Barth
- Bacterial
Resistance Research Laboratory, Clinical
Hospital of Porto Alegre, Porto
Alegre, Rio Grande do Sul 90035-903, Brazil
| | - Patricia Orlandi Barth
- Bacterial
Resistance Research Laboratory, Clinical
Hospital of Porto Alegre, Porto
Alegre, Rio Grande do Sul 90035-903, Brazil
| | - John R. Yates
- Department
of Molecular Medicine, Scripps Research, La Jolla, California 92037, United States
| | - Walter Orlando Beys-da-Silva
- Post-Graduation
Program in Cellular and Molecular Biology, Federal University of Rio Grande do Sul., Porto Alegre, Rio Grande do Sul 91501-970, Brazil
- Faculty
of Pharmacy, Federal University of Rio Grande
do Sul, Porto Alegre, Rio Grande do Sul 90610-000, Brazil
| | - Lucélia Santi
- Post-Graduation
Program in Cellular and Molecular Biology, Federal University of Rio Grande do Sul., Porto Alegre, Rio Grande do Sul 91501-970, Brazil
- Faculty
of Pharmacy, Federal University of Rio Grande
do Sul, Porto Alegre, Rio Grande do Sul 90610-000, Brazil
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42
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Jiang M, Li L, Jin Y, Lu L, Lu Z, Lv W, Wang X, Di L, Liu Z. Derivative spectrophotometry-assisted determination of tryptophan metabolites emerges host and intestinal flora dysregulations during sepsis. Anal Biochem 2024; 694:115605. [PMID: 38992485 DOI: 10.1016/j.ab.2024.115605] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2024] [Revised: 07/02/2024] [Accepted: 07/08/2024] [Indexed: 07/13/2024]
Abstract
Sepsis is a life-threatening condition characterized by organ dysfunction resulting from a dysregulated host response to infection. Dysregulated tryptophan (TRP) metabolites serve as significant indicators for endogenous immune turnovers and abnormal metabolism in the intestinal microbiota during sepsis. Therefore, a high coverage determination of TRP and its metabolites in sepsis is beneficial for the diagnosis and prognosis of sepsis, as well as for understanding the underlying mechanism of sepsis development. However, similar structures in TRP metabolites make it challenging for separation and metabolite identification. Here, high-performance liquid chromatography coupled with a diode array detector (HPLC-DAD) was developed to determine TRP metabolites in rat serum. The first-order derivative spectrophotometry of targeted metabolites in the serum was investigated and proved to be promising for chromatographic peak annotation across different columns and systems. The established method separating the targeted metabolites was optimized and validated to be sensitive and accurate. Application of the method revealed dysregulated TRP metabolites, associated with immune disorders and NAD + metabolism in both the host and gut flora in septic rats. Our findings indicate that the derivative spectrophotometry-assisted method enhances metabolite identifications for the chromatographic systems based on DAD detectors and holds promise for precision medicine in sepsis.
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Affiliation(s)
- Mengyu Jiang
- School of Pharmacy, Anhui Provincial Laboratory of Inflammatory and Immunity Disease, Anhui Institute of Innovative Drugs, Anhui Medical University, Hefei, 230032, China
| | - Li Li
- School of Pharmacy, Anhui Provincial Laboratory of Inflammatory and Immunity Disease, Anhui Institute of Innovative Drugs, Anhui Medical University, Hefei, 230032, China
| | - Yuan Jin
- School of Pharmacy, Anhui Provincial Laboratory of Inflammatory and Immunity Disease, Anhui Institute of Innovative Drugs, Anhui Medical University, Hefei, 230032, China
| | - Liuliu Lu
- School of Pharmacy, Anhui Provincial Laboratory of Inflammatory and Immunity Disease, Anhui Institute of Innovative Drugs, Anhui Medical University, Hefei, 230032, China
| | - Zhenchen Lu
- School of Pharmacy, Anhui Provincial Laboratory of Inflammatory and Immunity Disease, Anhui Institute of Innovative Drugs, Anhui Medical University, Hefei, 230032, China
| | - Wangjie Lv
- School of Pharmacy, Anhui University of Chinese Medicine, Hefei, 230012, China
| | - Xiaoqun Wang
- School of Pharmacy, Anhui University of Chinese Medicine, Hefei, 230012, China
| | - Lei Di
- School of Pharmacy, Anhui Provincial Laboratory of Inflammatory and Immunity Disease, Anhui Institute of Innovative Drugs, Anhui Medical University, Hefei, 230032, China.
| | - Zhicheng Liu
- School of Pharmacy, Anhui Provincial Laboratory of Inflammatory and Immunity Disease, Anhui Institute of Innovative Drugs, Anhui Medical University, Hefei, 230032, China.
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Ahmadi S, Sedaghat FR, Memar MY, Yekani M. Metabolomics in the diagnosis of bacterial infections. Clin Chim Acta 2024; 565:120020. [PMID: 39489271 DOI: 10.1016/j.cca.2024.120020] [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: 09/15/2024] [Revised: 10/25/2024] [Accepted: 10/25/2024] [Indexed: 11/05/2024]
Abstract
One of the essential factors in the appropriate treatment of infections is accurate and timely laboratory diagnosis. The correct diagnosis of infections plays a vital role in determining desirable therapy and controlling the spread of pathogens. Traditional methods of infection diagnosis are limited by several factors such as insufficient sensitivity and specificity, being time-consuming and laborious, having a low ability to distinguish infection from non-infectious inflammatory conditions and a low potential to predict treatment outcomes. Therefore, it is necessary to find innovative strategies for detecting specific biomarkers in order to diagnose infections. The rapid advancement of metabolomics makes it possible to determine the pattern of metabolite changes in the both of pathogen and the host during an infection. Metabolomics is a method used to assess the levels and type of metabolites in an organism. Metabolites are of low-molecular-weight compounds produced as a result of metabolic processes and pathways within cells. Metabolomics provides valuable data to detect accurate biomarkers of specific biochemical features directly related to certain phenotypes or conditions. This study aimed to review the applications and progress of metabolomics as a biomarker for the diagnosis of bacterial infections.
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Affiliation(s)
- Somayeh Ahmadi
- Students Research Committee, Faculty of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran; Department of Bacteriology and Virology, Faculty of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Farzaneh Rafie Sedaghat
- Students Research Committee, Faculty of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran; Department of Bacteriology and Virology, Faculty of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Mohammad Yousef Memar
- Infectious and Tropical Diseases Research Center, Tabriz University of Medical Sciences, Tabriz, Iran.
| | - Mina Yekani
- Department of Microbiology, Faculty of Medicine, Kashan University of Medical Sciences, Kashan, Iran.
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Hakim DDL, Widiasta A, Sari CA, Martiano MR. Inferior vena cava-aortic ratio measurement as a promising modality in assessing intravascular volume in children with sepsis. Pediatr Nephrol 2024; 39:3339-3346. [PMID: 38977444 DOI: 10.1007/s00467-024-06446-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Revised: 06/11/2024] [Accepted: 06/18/2024] [Indexed: 07/10/2024]
Abstract
BACKGROUND Hemodynamic monitoring is crucial for the comprehensive management of children with sepsis, particularly those involving the kidneys. Sepsis-associated acute kidney injury (S-AKI) is closely linked to poor outcomes. Recently, ultrasonography modalities have been widely accepted as a non-invasive, rapid, and reliable tool for assessing volume status. We conducted research to determine intravascular volume based on ultrasound examination in S-AKI patients. METHODS A prospective cohort study was conducted between December 2023 and March 2024 in the Pediatric Intensive Care Unit (PICU) at Hasan Sadikin General Hospital. We divided the patients into two groups: those with sepsis without AKI and those with S-AKI. The intravascular volume was measured by the IVC/Ao (inferior vena cava/abdominal aorta) ratio using two-dimensional ultrasonography and USCOM before and 24 h after fluid treatment. The results were analyzed using SPSS 25, with a significance level of p < 0.05. RESULTS A total of 36 pediatric patients (aged 1 month-18 years) with sepsis were included. The IVC/Ao ratio before and after the fluid intervention demonstrated significant differences between the two groups (p < 0.001). USCOM Cardiac Index (CI) before and after the intervention also showed significant differences between the two groups (p < 0.001). Patients with S-AKI exhibited a poor hemodynamic response in the IVC/Ao ratio two-dimensional ultrasonography and USCOM examination. CONCLUSIONS IVC/Ao ratio measurement is as accurate as USCOM and can be used as a simple and cost-effective alternative for hemodynamic monitoring.
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Affiliation(s)
| | - Ahmedz Widiasta
- Department of Child Health, Dr. Hasan Sadikin General Hospital-Universitas Padjadjaran, Bandung, Indonesia
| | - Chindy Arya Sari
- Department of Child Health, Dr. Hasan Sadikin General Hospital-Universitas Padjadjaran, Bandung, Indonesia
| | - Muhamad Rinaldhi Martiano
- Department of Child Health, Dr. Hasan Sadikin General Hospital-Universitas Padjadjaran, Bandung, Indonesia
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Xiao J, Song Z, Liu T, Guo Z, Liu X, Jiang H, Wang X. Cell Membrane Engineered Polypeptide Nanonets Mimicking Macrophage Aggregates for Enhanced Antibacterial Treatment. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2024; 20:e2401845. [PMID: 38966869 DOI: 10.1002/smll.202401845] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Revised: 06/18/2024] [Indexed: 07/06/2024]
Abstract
Drug-resistant bacterial infections and their lipopolysaccharide-related inflammatory complications continue to pose significant challenges in traditional treatments. Inspired by the rapid initiation of resident macrophages to form aggregates for efficient antibacterial action, this study proposes a multifunctional and enhanced antibacterial strategy through the construction of novel biomimetic cell membrane polypeptide nanonets (R-DPB-TA-Ce). The design involves the fusion of end-terminal lipidated polypeptides containing side-chain cationic boronic acid groups (DNPLBA) with cell membrane intercalation engineering (R-DPB), followed by coordination with the tannic acid-cerium complex (TA-Ce) to assemble into a biomimetic nanonet through boronic acid-polyphenol-metal ion interactions. In addition to the ability of RAW 264.7 macrophages cell membrane components' (R) ability to neutralize lipopolysaccharide (LPS), R-DPB-TA-Ce demonstrated enhanced capture of bacteria and its LPS, leveraging nanoconfinement-enhanced multiple interactions based on the boronic acid-polyphenol nanonets skeleton combined with polysaccharide. Utilizing these advantages, indocyanine green (ICG) is further employed as a model drug for delivery, showcasing the exceptional treatment effect of R-DPB-TA-Ce as a new biomimetic assembled drug delivery system in antibacterial, anti-inflammatory, and wound healing promotion. Thus, this strategy of mimicking macrophage aggregates is anticipated to be further applicable to various types of cell membrane engineering for enhanced antibacterial treatment.
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Affiliation(s)
- Jiang Xiao
- Key Laboratory of Digital Medical Engineering, School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210009, China
| | - Zhongquan Song
- Zhongda Hospital, Medical School, Southeast University, Nanjing, 210009, China
| | - Tengfei Liu
- Key Laboratory of Digital Medical Engineering, School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210009, China
| | - Zengchao Guo
- Key Laboratory of Digital Medical Engineering, School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210009, China
| | - Xiaohui Liu
- Key Laboratory of Digital Medical Engineering, School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210009, China
| | - Hui Jiang
- Key Laboratory of Digital Medical Engineering, School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210009, China
| | - Xuemei Wang
- Key Laboratory of Digital Medical Engineering, School of Biological Science and Medical Engineering, Southeast University, Nanjing, 210009, China
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Shahrin L, Sarmin M, Parvin I, Al Hasan MM, Nahar MA, Mohammad Sayeem Bin Shahid AS, Shaima SN, Salahuddin Mamun GM, Nasrin S, Ahmed T, Chisti MJ. Point of care lactate for differentiating septic shock from hypovolemic shock in non-ICU settings: a prospective observational study. THE LANCET REGIONAL HEALTH. SOUTHEAST ASIA 2024; 30:100500. [PMID: 39502270 PMCID: PMC11536057 DOI: 10.1016/j.lansea.2024.100500] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Revised: 10/01/2024] [Accepted: 10/01/2024] [Indexed: 11/08/2024]
Abstract
Background Septic shock and hypovolemic shock are life-threatening illnesses that necessitate immediate recognition and intervention, as they can result in deadly consequences. While the underlying processes may vary, both entities can exhibit hypotension and organ dysfunction. No studies have been conducted on bedside testing to differentiate between these illnesses. Lactate measurement has been established as a viable option for early detection of septic shock. However, its role in diagnosing hypovolemic shock has yet to be evaluated. The aim of the study was to investigate alterations in lactate levels among diarrheal patients with septic shock and hypovolemic shock following the administration of first fluid resuscitation. Methods We conducted a prospective observational study in critically ill diarrheal adults aged ≥18 years in the emergency ward in Dhaka Hospital of icddr,b from 21st October 2021 to 31st May 2023 (total 19 months). The enrollment process was operational between 8:30 AM and 5:00 PM. Diarrheal adults with a diagnosis of sepsis with shock featured with poor peripheral perfusion (characterized by cold periphery and weak or absent pulse and capillary refill time >3 s) or hypotension (characterized by mean arterial pressure <65 mm-Hg) were enrolled as cases and consecutive diarrheal patients without any obvious features of sepsis with hypovolemic shock (due to severe dehydration) comprised the comparison group. POC lactate test was done at hours 0, 1st and 6th by StatStrip Lactate meters (Nova Biomedical, US) to all enrolled patients. For comparison of POC lactate levels, we used paired t-test for comparing the lactate samples drawn at hour 0, hour 1 and 6 with the septic shock and hypovolemic shock group. Odds ratio (OR) and their 95% confidence intervals (CIs) were used to demonstrate the strength of association. The study was registered at Clinicaltrials.gov (NCT05108467) and received institutional ethical approval (PR-21097). Findings Of 435 patients, 135 had septic shock and 141 had hypovolemic shock, rest 41 patient responded with fluid bolus. 25% (34/135) of the people in the septic shock group died whereas there is no mortality in the hypovolemic shock group. The number of patients visiting from outside Dhaka city had more septic shock than from inside were higher in comparison with (55% vs. 28%; p < 0.001). Statistically significant difference was observed between septic shock and hypovolemic shock group for a median POC lactate in 0, 1st and 6th hours with an OR of 1.07 (95% CI: 0.99, 1.17; p = 0.039); 1.48, (95% CI: 1.28, 1.70; p < 0.001) and 2.36 (95% CI: 1.85, 3.00; p < 0.001), respectively. The gradient of 1st to 2nd sample between septic shock and hypovolemic shock was found to be significantly different (OR: 0.74, 95% CI: 0.64, 0.85; p < 0.001). Interpretation POC lactate test can detect septic shock by differentiating hypovolemic shock in diarrheal patients. By providing quick, reliable and accurate result this test can help clinicians quickly diagnose and treat time-sensitive condition, like septic shock. Funding The study was funded by Global Affairs of Canada (GR-01726). The donors had no role in the design, implementation, analysis, data interpretation or writing manuscript, or decision to publish. The corresponding author had access to all data and takes responsibility for the final approval and submission of the manuscript.
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Affiliation(s)
- Lubaba Shahrin
- Clinical and Diagnostic Services, icddr,b, Dhaka, Bangladesh
- Nutrition Research Division, icddr,b, Dhaka, Bangladesh
| | - Monira Sarmin
- Clinical and Diagnostic Services, icddr,b, Dhaka, Bangladesh
- Nutrition Research Division, icddr,b, Dhaka, Bangladesh
| | - Irin Parvin
- Nutrition Research Division, icddr,b, Dhaka, Bangladesh
| | | | | | | | | | | | | | - Tahmeed Ahmed
- Clinical and Diagnostic Services, icddr,b, Dhaka, Bangladesh
- Nutrition Research Division, icddr,b, Dhaka, Bangladesh
- Office of Executive Director, icddr,b, Dhaka, Bangladesh
| | - Mohammod Jobayer Chisti
- Clinical and Diagnostic Services, icddr,b, Dhaka, Bangladesh
- Nutrition Research Division, icddr,b, Dhaka, Bangladesh
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Araujo David B, Atif J, Vargas E Silva Castanheira F, Yasmin T, Guillot A, Ait Ahmed Y, Peiseler M, Hommes JW, Salm L, Brundler MA, Surewaard BGJ, Elhenawy W, MacParland S, Ginhoux F, McCoy K, Kubes P. Kupffer cell reverse migration into the liver sinusoids mitigates neonatal sepsis and meningitis. Sci Immunol 2024; 9:eadq9704. [PMID: 39485859 DOI: 10.1126/sciimmunol.adq9704] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2024] [Accepted: 09/27/2024] [Indexed: 11/03/2024]
Abstract
In adults, liver-resident macrophages, or Kupffer cells (KCs), reside in the sinusoids and sterilize circulating blood by capturing rapidly flowing microbes. We developed quantitative intravital imaging of 1-day-old mice combined with transcriptomics, genetic manipulation, and in vivo infection assays to interrogate increased susceptibility of newborns to bloodstream infections. Whereas 1-day-old KCs were better at catching Escherichia coli in vitro, we uncovered a critical 1-week window postpartum when KCs have limited access to blood and must translocate from liver parenchyma into the sinusoids. KC migration was independent of the microbiome but depended on macrophage migration inhibitory factor, its receptor CD74, and the adhesion molecule CD44. On the basis of our findings, we propose a model of progenitor macrophage seeding of the liver sinusoids via a reverse transmigration process from liver parenchyma. These results also illustrate the importance of developing newborn mouse models to understand newborn immunity and disease.
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Affiliation(s)
- Bruna Araujo David
- Calvin, Phoebe, and Joan Snyder Institute for Chronic Diseases, Cumming School of Medicine, University of Calgary, Calgary, Alberta T2N 1N4, Canada
- Department of Physiology and Pharmacology, Cumming School of Medicine, University of Calgary, Calgary, Alberta T2N 1N4, Canada
| | - Jawairia Atif
- Department of Immunology, University of Toronto, Toronto, Ontario M5S 1A1, Canada
- Ajmera Transplant Centre, Toronto General Hospital Research Institute, University Health Network, Toronto, Ontario M5G 2C4, Canada
| | - Fernanda Vargas E Silva Castanheira
- Calvin, Phoebe, and Joan Snyder Institute for Chronic Diseases, Cumming School of Medicine, University of Calgary, Calgary, Alberta T2N 1N4, Canada
- Department of Physiology and Pharmacology, Cumming School of Medicine, University of Calgary, Calgary, Alberta T2N 1N4, Canada
| | - Tamanna Yasmin
- Department of Biomedical and Molecular Science, Queen's University, Kingston, Ontario K7L 3N6, Canada
| | - Adrien Guillot
- Department of Hepatology and Gastroenterology, Charité-Universitätsmedizin Berlin, Berlin 13353, Germany
| | - Yeni Ait Ahmed
- Department of Hepatology and Gastroenterology, Charité-Universitätsmedizin Berlin, Berlin 13353, Germany
| | - Moritz Peiseler
- Department of Hepatology and Gastroenterology, Charité-Universitätsmedizin Berlin, Berlin 13353, Germany
- Berlin Institute of Health (BIH), Berlin 10178, Germany
| | - Josefien W Hommes
- Calvin, Phoebe, and Joan Snyder Institute for Chronic Diseases, Cumming School of Medicine, University of Calgary, Calgary, Alberta T2N 1N4, Canada
- Department of Physiology and Pharmacology, Cumming School of Medicine, University of Calgary, Calgary, Alberta T2N 1N4, Canada
| | - Lilian Salm
- Calvin, Phoebe, and Joan Snyder Institute for Chronic Diseases, Cumming School of Medicine, University of Calgary, Calgary, Alberta T2N 1N4, Canada
- Department of Visceral Surgery and Medicine, Inselspital, Bern University Hospital, University of Bern, Bern 3010, Switzerland
| | - Marie-Anne Brundler
- Department of Pathology and Laboratory Medicine and Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, Alberta T2N 1N4, Canada
| | - Bas G J Surewaard
- Calvin, Phoebe, and Joan Snyder Institute for Chronic Diseases, Cumming School of Medicine, University of Calgary, Calgary, Alberta T2N 1N4, Canada
- Department of Physiology and Pharmacology, Cumming School of Medicine, University of Calgary, Calgary, Alberta T2N 1N4, Canada
| | - Wael Elhenawy
- Department of Medical Microbiology & Immunology, Faculty of Medicine & Dentistry, University of Alberta, Edmonton, Alberta T6G 2E1, Canada
- Women and Children's Health Research Institute, University of Alberta, Edmonton, Alberta T6G 1C9, Canada
- Li Ka Shing Institute of Virology, University of Alberta, Edmonton, Alberta T6G 2E1, Canada
- Antimicrobial Resistance, One Health Consortium, University of Calgary, Calgary, Alberta T2N 1N4, Canada
- Striving for Pandemic Preparedness, Alberta Research Consortium, University of Alberta, Edmonton, Alberta T6G 2E1, Canada
| | - Sonya MacParland
- Department of Immunology, University of Toronto, Toronto, Ontario M5S 1A1, Canada
| | - Florent Ginhoux
- Singapore Immunology Network (SIgN), Agency for Science, Technology, and Research (A(∗)STAR), Singapore 138648, Singapore
- Gustave Roussy Cancer Campus, Villejuif 94800, France
| | - Kathy McCoy
- Department of Microbiology, Immunology, and Infectious Diseases, Cumming School of Medicine, University of Calgary, Calgary, Alberta T2N 1N4, Canada
| | - Paul Kubes
- Calvin, Phoebe, and Joan Snyder Institute for Chronic Diseases, Cumming School of Medicine, University of Calgary, Calgary, Alberta T2N 1N4, Canada
- Department of Physiology and Pharmacology, Cumming School of Medicine, University of Calgary, Calgary, Alberta T2N 1N4, Canada
- Department of Biomedical and Molecular Science, Queen's University, Kingston, Ontario K7L 3N6, Canada
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Leung LY, Huang HL, Hung KK, Leung CY, Lam CC, Lo RS, Yeung CY, Tsoi PJ, Lai M, Brabrand M, Walline JH, Graham CA. Door-to-antibiotic time and mortality in patients with sepsis: Systematic review and meta-analysis. Eur J Intern Med 2024; 129:48-61. [PMID: 39034174 DOI: 10.1016/j.ejim.2024.06.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Revised: 06/02/2024] [Accepted: 06/12/2024] [Indexed: 07/23/2024]
Abstract
OBJECTIVES To evaluate whether the timing of initial antibiotic administration in patients with sepsis in hospital affects mortality. METHODS This systematic review and meta-analysis included studies from inception up to 19 May 2022. Interventional and observational studies including adult human patients with suspected or confirmed sepsis and reported time of antibiotic administration with mortality were included. Data were extracted by two independent reviewers. Summary estimates were calculated by using random-effects model. The primary outcome was mortality. RESULTS We included 42 studies comprising 190,896 patients with sepsis. Pooled data showed that the OR for patient mortality who received antibiotics ≤1 hr was 0.83 (95 %CI: 0.67 to 1.04) when compared with patients who received antibiotics >1hr. Significant reductions in the risk of death in patients with earlier antibiotic administration were observed in patients ≤3 hrs versus >3 hrs (OR: 0.80, 95 %CI: 0.68 to 0.94) and ≤6 hrs vs 6 hrs (OR: 0.57, 95 %CI: 0.39 to 0.82). CONCLUSIONS Our findings show an improvement in mortality in sepsis patients with early administration of antibiotics at <3 and <6 hrs. Thus, these results suggest that antibiotics should be administered within 3 hrs of sepsis recognition or ED arrival regardless of the presence or absence of shock.
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Affiliation(s)
- Ling Yan Leung
- Accident and Emergency Medicine Academic Unit, Chinese University of Hong Kong, PR China
| | - Hsi-Lan Huang
- Department of Global Health Policy, The University of Tokyo, Japan
| | - Kevin Kc Hung
- Accident and Emergency Medicine Academic Unit, Chinese University of Hong Kong, PR China
| | - Chi Yan Leung
- Department of Global Health Policy, The University of Tokyo, Japan
| | - Cherry Cy Lam
- Accident and Emergency Medicine Academic Unit, Chinese University of Hong Kong, PR China
| | - Ronson Sl Lo
- Accident and Emergency Medicine Academic Unit, Chinese University of Hong Kong, PR China
| | - Chun Yu Yeung
- Accident and Emergency Medicine Academic Unit, Chinese University of Hong Kong, PR China
| | - Peter Joseph Tsoi
- Accident and Emergency Medicine Academic Unit, Chinese University of Hong Kong, PR China; James Cook University, Townsville, Australia
| | - Michael Lai
- Accident and Emergency Medicine Academic Unit, Chinese University of Hong Kong, PR China; Department of Emergency Medicine, University of British Columbia, Canada
| | - Mikkel Brabrand
- Department of Emergency Medicine, University of Southern Denmark, Denmark
| | - Joseph H Walline
- Accident and Emergency Medicine Academic Unit, Chinese University of Hong Kong, PR China
| | - Colin A Graham
- Accident and Emergency Medicine Academic Unit, Chinese University of Hong Kong, PR China.
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Liao J, Jiang L, Qin Y, Hu J, Tang Z. GENETIC PREDICTION OF CAUSAL RELATIONSHIPS BETWEEN OSTEOPOROSIS AND SEPSIS: EVIDENCE FROM MENDELIAN RANDOMIZATION WITH TWO-SAMPLE DESIGNS. Shock 2024; 62:628-632. [PMID: 38813935 DOI: 10.1097/shk.0000000000002383] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/31/2024]
Abstract
ABSTRACT Background: Recent observational studies have suggested that osteoporosis may be a risk factor for sepsis. To mitigate confounding factors and establish the causal relationship between sepsis and osteoporosis, we conducted a two-sample Mendelian randomization analysis using publicly available summary statistics. Methods: Utilizing summary data from FinnGen Biobank, we employed a two-sample Mendelian randomization (MR) analysis to predict the causal relationship between osteoporosis and sepsis. The MR analysis primarily utilized the inverse variance weighted (IVW) method, supplemented by MR-Egger, weighted median, weighted mode, and simple mode analyses, with Bayesian weighted MR (BWMR) analysis employed for result validation. Sensitivity analyses included MR-PRESSO, "leave-one-out" analysis, MR-Egger regression, and Cochran Q test. Results: In the European population, an increase of one standard deviation in osteoporosis was associated with an 11% increased risk of sepsis, with an odds ratio (OR) of 1.11 (95% CI, 1.06-1.16; P = 3.75E-06). BWMR yielded an OR of 1.11 (95% CI, 1.06-1.67; P = 1.21E-05), suggesting osteoporosis as a risk factor for sepsis. Conversely, an increase of one standard deviation in sepsis was associated with a 26% increased risk of osteoporosis, with an OR of 1.26 (95% CI, 1.11-1.16; P = 0.45E-03). BWMR yielded an OR of 1.26 (95% CI, 1.09-1.45; P = 1.45E-03), supporting sepsis as a risk factor for osteoporosis. Conclusion: There is an association between osteoporosis and sepsis, with osteoporosis serving as a risk factor for the development of sepsis, while sepsis may also promote the progression of osteoporosis.
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Affiliation(s)
- Jing Liao
- Intensive Care Unit, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
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Huxford C, Rafiei A, Nguyen V, Wiens MO, Ansermino JM, Kissoon N, Kumbakumba E, Businge S, Komugisha C, Tayebwa M, Kabakyenga J, Mugisha NK, Kamaleswaran R. The 2024 Pediatric Sepsis Challenge: Predicting In-Hospital Mortality in Children With Suspected Sepsis in Uganda. Pediatr Crit Care Med 2024; 25:1047-1050. [PMID: 38904442 PMCID: PMC11534513 DOI: 10.1097/pcc.0000000000003556] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/22/2024]
Abstract
The aim of this "Technical Note" is to inform the pediatric critical care data research community about the "2024 Pediatric Sepsis Data Challenge." This competition aims to facilitate the development of open-source algorithms to predict in-hospital mortality in Ugandan children with sepsis. The challenge is to first develop an algorithm using a synthetic training dataset, which will then be scored according to standard diagnostic testing criteria, and then be evaluated against a nonsynthetic test dataset. The datasets originate from admissions to six hospitals in Uganda (2017-2020) and include 3837 children, 6 to 60 months old, who were confirmed or suspected to have a diagnosis of sepsis. The synthetic dataset was created from a random subset of the original data. The test validation dataset closely resembles the synthetic dataset. The challenge should generate an optimal model for predicting in-hospital mortality. Following external validation, this model could be used to improve the outcomes for children with proven or suspected sepsis in low- and middle-income settings.
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Affiliation(s)
- Charly Huxford
- Institute for Global Health, BC Children’s Hospital and BC Women’s Hospital + Health Centre, Vancouver, BC, Canada
| | - Alireza Rafiei
- Department of Computer Science and Informatics, Emory University, Atlanta, GA, USA
| | - Vuong Nguyen
- Institute for Global Health, BC Children’s Hospital and BC Women’s Hospital + Health Centre, Vancouver, BC, Canada
| | - Matthew O. Wiens
- Institute for Global Health, BC Children’s Hospital and BC Women’s Hospital + Health Centre, Vancouver, BC, Canada
- Dept of Anesthesia, Pharmacology & Therapeutics, University of British Columbia, Vancouver, BC, Canada
- BC Children’s Hospital Research Institute, BC Children’s Hospital, Vancouver, BC, Canada
| | - J Mark Ansermino
- Institute for Global Health, BC Children’s Hospital and BC Women’s Hospital + Health Centre, Vancouver, BC, Canada
- Dept of Anesthesia, Pharmacology & Therapeutics, University of British Columbia, Vancouver, BC, Canada
- BC Children’s Hospital Research Institute, BC Children’s Hospital, Vancouver, BC, Canada
| | - Niranjan Kissoon
- Institute for Global Health, BC Children’s Hospital and BC Women’s Hospital + Health Centre, Vancouver, BC, Canada
- BC Children’s Hospital Research Institute, BC Children’s Hospital, Vancouver, BC, Canada
- Department of Pediatrics, University of British Columbia, Vancouver, BC, Canada
| | - Elias Kumbakumba
- Department of Paediatrics and Child Health, Mbarara University of Science and Technology, Mbarara, Uganda
| | | | | | | | - Jerome Kabakyenga
- Department of Community Health, Mbarara University of Science and Technology, Mbarara, Uganda
- Maternal Newborn and Child Health Institute, Mbarara University of Science and Technology, Mbarara, Uganda
| | | | - Rishikesan Kamaleswaran
- Department of Biomedical Informatics, Emory University School of Medicine, Atlanta, GA, USA
- Department of Biomedical Engineering, Georgia Institute of Technology, Atlanta, GA, USA
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