1
|
Hurley JC. Visualizing and diagnosing spillover within randomized concurrent controlled trials through the application of diagnostic test assessment methods. BMC Med Res Methodol 2024; 24:182. [PMID: 39152400 PMCID: PMC11328391 DOI: 10.1186/s12874-024-02296-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Accepted: 07/24/2024] [Indexed: 08/19/2024] Open
Abstract
BACKGROUND Spillover of effect, whether positive or negative, from intervention to control group patients invalidates the Stable Unit Treatment Variable Assumption (SUTVA). SUTVA is critical to valid causal inference from randomized concurrent controlled trials (RCCT). Spillover of infection prevention is an important population level effect mediating herd immunity. This herd effect, being additional to any individual level effect, is subsumed within the overall effect size (ES) estimate derived by contrast-based techniques from RCCT's. This herd effect would manifest only as increased dispersion among the control group infection incidence rates above background. METHODS AND RESULTS The objective here is to explore aspects of spillover and how this might be visualized and diagnosed. I use, for illustration, data from 190 RCCT's abstracted in 13 Cochrane reviews of various antimicrobial versus non-antimicrobial based interventions to prevent pneumonia in ICU patients. Spillover has long been postulated in this context. Arm-based techniques enable three approaches to identify increased dispersion, not available from contrast-based techniques, which enable the diagnosis of spillover within antimicrobial versus non-antimicrobial based infection prevention RCCT's. These three approaches are benchmarking the pneumonia incidence rates versus a clinically relevant range, comparing the dispersion in pneumonia incidence among the control versus the intervention groups and thirdly, visualizing the incidence dispersion within summary receiver operator characteristic (SROC) plots. By these criteria there is harmful spillover effects to concurrent control group patients. CONCLUSIONS Arm-based versus contrast-based techniques lead to contrary inferences from the aggregated RCCT's of antimicrobial based interventions despite similar summary ES estimates. Moreover, the inferred relationship between underlying control group risk and ES is 'flipped'.
Collapse
Affiliation(s)
- James C Hurley
- Melbourne Medical School, University of Melbourne, Ballarat, Australia.
- Internal Medicine Service, Ballarat Health Services, Grampians Health, PO Box 577, Ballarat, 3353, Australia.
- Ballarat Clinical School, Deakin University, Ballarat, Australia.
| |
Collapse
|
2
|
Chen HL, Wu DR, Chen JJ, Lin WS, Chen IC, Liu JF, Lien S, Lin CH. Association between periodontitis treatment and dementia in Taiwanese adults. BMC Oral Health 2023; 23:969. [PMID: 38057760 PMCID: PMC10701963 DOI: 10.1186/s12903-023-03551-5] [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: 06/05/2023] [Accepted: 10/19/2023] [Indexed: 12/08/2023] Open
Abstract
BACKGROUND The chronic systemic inflammatory response in periodontitis may be a potential risk factor for dementia, especially in adults. This study determined the association between periodontal treatment and dementia in adults and evaluated the effect of regular scaling treatment on the risk of dementia in this population. METHODS This case-control study identified 18,930 patients with a dementia-related diagnosis from the Taiwan National Health Insurance Research Database. Scaling and periodontal emergency treatments were evaluated after 1 year and 3 years. Using multivariable logistic regression analysis to evaluate the association between periodontal emergency treatment and dementia risk. RESULTS The results showed that scaling treatment rates were lower in the dementia cohort than the non-dementia cohort after 1 and 3 years. Patients who received periodontal emergency treatment within 3 years had a significantly increased risk of dementia. Furthermore, patients with periodontitis who did not receive scaling treatment within 3 years had a higher risk of dementia than patients without periodontitis (OR, 1.22; 95% CI, 1.10-1.35). CONCLUSION This study demonstrated that periodontitis and dementia are associated, and that periodontitis is a risk factor for dementia in adults. The risk of dementia was dependent on the periodontal health status of adults, and our findings suggest that regular scaling can reduce the incidence of dementia in adults. Therefore, regular and routine scaling treatment is suggested for adults.
Collapse
Affiliation(s)
- Hui-Ling Chen
- Department of Stomatology, Taichung Veterans General Hospital, Taichung, Taiwan
- School of Dentistry, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Dai-Rong Wu
- Department of Stomatology, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Jhih-Jhen Chen
- Department of Stomatology, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Wei-Szu Lin
- Department of Medical Research, Taichung Veterans General Hospital, Taichung, Taiwan
| | - I-Chieh Chen
- Department of Medical Research, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Jeng-Fen Liu
- School of Dentistry, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Department of Pediatric Dentistry, Taichung Veterans General Hospital, Taichung, Taiwan
| | - Shine Lien
- Department of Stomatology, Taichung Veterans General Hospital, Taichung, Taiwan.
| | - Ching-Heng Lin
- Department of Medical Research, Taichung Veterans General Hospital, Taichung, Taiwan.
- Department of Industrial Engineering and Enterprise Information, Tunghai University, Taichung, Taiwan.
- Department of Public Health, College of Medicine, Fu Jen Catholic University, New Taipei City, Taiwan.
- Institute of Public Health and Community Medicine Research Center, National Yang Ming Chiao Tung University, Taipei, Taiwan.
- Department of Medical Research, China Medical University Hospital, Taichung, Taiwan.
| |
Collapse
|
3
|
Sachpekidis C, Stein-Thoeringer CK, Kopp-Schneider A, Weru V, Dimitrakopoulou-Strauss A, Hassel JC. Can physiologic colonic [ 18F]FDG uptake in PET/CT imaging predict response to immunotherapy in metastatic melanoma? Eur J Nucl Med Mol Imaging 2023; 50:3709-3722. [PMID: 37452874 PMCID: PMC10547632 DOI: 10.1007/s00259-023-06327-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 06/27/2023] [Indexed: 07/18/2023]
Abstract
AIM The development of biomarkers that can reliably and early predict response to immune checkpoint inhibitors (ICIs) is crucial in melanoma. In recent years, the gut microbiome has emerged as an important regulator of immunotherapy response, which may, moreover, serve as a surrogate marker and prognosticator in oncological patients under immunotherapy. Aim of the present study is to investigate if physiologic colonic [18F]FDG uptake in PET/CT before start of ICIs correlates with clinical outcome of metastatic melanoma patients. The relation between [18F]FDG uptake in lymphoid cell-rich organs and long-term patient outcome is also assessed. METHODOLOGY One hundred nineteen stage IV melanoma patients scheduled for immunotherapy with ipilimumab, applied either as monotherapy or in combination with nivolumab, underwent baseline [18F]FDG PET/CT. PET/CT data analysis consisted of standardized uptake value (SUV), metabolic tumor volume (MTV), and total lesion glycolysis (TLG) calculations in the colon as well as measurements of the colon-to-liver SUV ratios (CLRmean, CLRmax). Visual grading of colon uptake based on a four-point scale was also performed. Moreover, the spleen-to-liver SUV ratios (SLRmean, SLRmax) and the bone marrow-to-liver SUV ratios (BLRmean, BLRmax) were calculated. We also measured serum lipopolysaccharide (LPS) levels as a marker for bacterial translocation and surrogate for mucosal defense homeostasis. The results were correlated with patients' best clinical response, progression-free survival (PFS), and overall survival (OS) as well as clinical signs of colitis. RESULTS Median follow-up [95%CI] from the beginning of immunotherapy was 64.6 months [61.0-68.6 months]. Best response to treatment was progressive disease (PD) for 60 patients, stable disease (SD) for 37 patients, partial response (PR) for 18 patients, and complete response (CR) for 4 patients. Kaplan-Meier curves demonstrated a trend for longer PFS and OS in patients with lower colonic SUV and CLR values; however, no statistical significance for these parameters as prognostic factors was demonstrated. On the other hand, patients showing disease control as best response to treatment (SD, PR, CR) had significantly lower colonic MTV and TLG than those showing PD. With regard to lymphoid cell-rich organs, significantly lower baseline SLRmax and BLRmax were observed in patients responding with disease control than progression to treatment. Furthermore, patients with lower SLRmax and BLRmax values had a significantly longer OS when dichotomized at their median. In multivariate analysis, PET parameters that were found to significantly adversely correlate with patient survival were colonic MTV for PFS, colonic TLG for PFS, and BLRmax for PFS and OS. CONCLUSIONS Physiologic colonic [18F]FDG uptake in PET/CT, as assessed by means of SUV, before start of ipilimumab-based treatment does not seem to independently predict patient survival of metastatic melanoma. On the other hand, volumetric PET parameters, such as MTV and TLG, derived from the normal gut may identify patients showing disease control to immunotherapy and significantly correlate with PFS. Moreover, the investigation of glucose metabolism in the spleen and the bone marrow may offer prognostic information.
Collapse
Affiliation(s)
- Christos Sachpekidis
- Clinical Cooperation Unit Nuclear Medicine, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69210, Heidelberg, Germany.
| | - Christoph K Stein-Thoeringer
- Laboratory of Translational, Microbiome Science, Internal Medicine I, University Clinic Tuebingen, Tuebingen, Germany
| | | | - Vivienn Weru
- Department of Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Antonia Dimitrakopoulou-Strauss
- Clinical Cooperation Unit Nuclear Medicine, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69210, Heidelberg, Germany
| | - Jessica C Hassel
- Department of Dermatology and National Center for Tumor Diseases (NCT), University Hospital Heidelberg, Heidelberg, Germany
| |
Collapse
|
4
|
Hurley JC. Establishing the safety of selective digestive decontamination within the ICU population: a bridge too far? Trials 2023; 24:337. [PMID: 37198636 DOI: 10.1186/s13063-023-07356-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Accepted: 04/21/2023] [Indexed: 05/19/2023] Open
Abstract
BACKGROUND Infection prevention interventions within the intensive care unit (ICU) setting, whether studied within quality improvement projects or cluster randomized trials (CRT), are seen as low risk and grounded in an ethical imperative. Selective digestive decontamination (SDD) appears highly effective at preventing ICU infections within randomized concurrent control trials (RCCTs) prompting mega-CRTs with mortality as the primary endpoint. FINDINGS Surprisingly, the summary results of RCCTs versus CRTs differ strikingly, being respectively, a 15-percentage-point versus a zero-percentage-point ICU mortality difference between control versus SDD intervention groups. Multiple other discrepancies are equally puzzling and contrary to both prior expectations and the experience within population-based studies of infection prevention interventions using vaccines. Could spillover effects from SDD conflate the RCCT control group event rate differences and represent population harm? Evidence that SDD is fundamentally safe to concurrent non-recipients in ICU populations is absent. A postulated CRT to realize this, the SDD Herd Effects Estimation Trial (SHEET), would require > 100 ICUs to achieve sufficient statistical power to find a two-percentage-point mortality spillover effect. Moreover, as a potentially harmful population-based intervention, SHEET would pose novel and insurmountable ethical issues including who is the research subject; whether informed consent is required and from whom; whether there is equipoise; the benefit versus the risk; considerations of vulnerable groups; and who should be the gatekeeper? CONCLUSION The basis for the mortality difference between control and intervention groups of SDD studies remains unclear. Several paradoxical results are consistent with a spillover effect that would conflate the inference of benefit originating from RCCTs. Moreover, this spillover effect would constitute to herd peril.
Collapse
Affiliation(s)
- James C Hurley
- Melbourne Medical School, University of Melbourne, Melbourne, Australia.
- Division of Internal Medicine, Grampians Health Services, Ballarat, VIC, Australia.
| |
Collapse
|
5
|
Hurley JC. Structural equation modelling the impact of antimicrobials on the human microbiome. Colonization resistance versus colonization susceptibility as case studies. J Antimicrob Chemother 2023; 78:328-337. [PMID: 36512373 DOI: 10.1093/jac/dkac408] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
The impact of antimicrobials on the human microbiome and its relationship to human health are of great interest. How antimicrobial exposure might drive change within specific constituents of the microbiome to effect clinically relevant endpoints is difficult to study. Clinical investigation of each step within a network of causation would be challenging if done 'step-by-step'. An analytic tool of great potential to clinical microbiome research is structural equation modelling (SEM), which has a long history of applications to research questions arising within subject areas as diverse as psychology and econometrics. SEM enables postulated models based on a network of causation to be tested en bloc by confrontation with data derived from the literature. Case studies for the potential application of SEM techniques are colonization resistance (CR) and its counterpart, colonization susceptibility (CS), wherein specific microbes within the microbiome are postulated to either impede (CR) or facilitate (CS) invasive infection with pathogenic bacteria. These postulated networks have three causation steps: exposure to specific antimicrobials are key drivers, clinically relevant infection endpoints are the measurable observables and the activity of key microbiome constituents mediating CR or CS, which may be unobservable, appear as latent variables in the model. SEM methods have potential application towards evaluating the activity of specific antimicrobial agents within postulated networks of causation using clinically derived data.
Collapse
Affiliation(s)
- James C Hurley
- Melbourne Medical School, University of Melbourne, Melbourne, Victoria, Australia.,Division of Internal Medicine, Ballarat Health Services, Ballarat, Victoria, Australia
| |
Collapse
|
6
|
Chen JJ, Wu DR, Lin WS, Chen IC, Liu JF, Chen HL, Lin CH. Impact of Scaling and Periodontal Treatment during Pregnancy on the Risk of Adverse Birth Outcomes. J Pers Med 2022; 12:137. [PMID: 35207626 PMCID: PMC8877129 DOI: 10.3390/jpm12020137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Revised: 01/12/2022] [Accepted: 01/13/2022] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Adverse pregnancy outcomes (APOs) are associated with periodontal disease owing to the induction of a chronic systemic inflammatory response. Hence, knowledge of periodontal status during pregnancy is important in order to reduce the risk of APOs. The aim of this study was to compare the risk of APOs in women with and without periodontal disease to ascertain whether regular scaling performed prior to pregnancy improves the risk of APOs. METHOD This case-control study enrolled1,386,887 pregnant women from the National Health Insurance Research Database who gave birth to their first child between 1 January 2004 and 31 December 2014. The study population included mothers who gave birth to low birth weight (LBW) and non-LBW newborns, totaling 86,958 and 1,299,929, respectively. Scaling and periodontal emergency treatment during and before pregnancy were assessed. Univariable and multivariable logistic regression analyses were performed to identify the associations between periodontal treatment and LBW risk. RESULTS Compared with the comparison cohort, the pregnant women who didnot have periodontal emergency treatment or scaling treatment during pregnancy exhibited a significantly increased risk of LBW than those who had treatment. Women who underwent scaling within the2 years before pregnancy or during pregnancy had a lower risk of delivering a LBW baby (odds ratio (OR), 0.93; 95% confidence interval (CI), 0.91-0.94). In the normal group, the mothers who had periodontal emergency treatment within the2 years before pregnancy or during pregnancy had a higher risk of delivering a LBW baby (OR, 1.05; 95% CI, 1.02-1.08). In those who had scaling treatment, a lower risk of delivering a LBW baby was noted (OR, 0.95; 95% CI, 0.93-0.97). CONCLUSION The risk of LBW was significantly increased in women who underwent periodontal treatment, and our findings suggested that periodontal disease is an important risk factor for preterm LBW babies in an East Asian population.
Collapse
Affiliation(s)
- Jhih-Jhen Chen
- Department of Dentistry, Taichung Veterans General Hospital, Taichung 40705, Taiwan; (J.-J.C.); (D.-R.W.)
| | - Dai-Rong Wu
- Department of Dentistry, Taichung Veterans General Hospital, Taichung 40705, Taiwan; (J.-J.C.); (D.-R.W.)
| | - Wei-Szu Lin
- Department of Medical Research, Taichung Veterans General Hospital, Taichung 40705, Taiwan; (W.-S.L.); (I.-C.C.)
| | - I-Chieh Chen
- Department of Medical Research, Taichung Veterans General Hospital, Taichung 40705, Taiwan; (W.-S.L.); (I.-C.C.)
| | - Jeng-Fen Liu
- Department of Pediatric Dentistry, Taichung Veterans General Hospital, Taichung 40705, Taiwan;
- School of Dentistry, National Yang Ming Chiao Tung University, Taipei 11221, Taiwan
| | - Hui-Ling Chen
- Department of Dentistry, Taichung Veterans General Hospital, Taichung 40705, Taiwan; (J.-J.C.); (D.-R.W.)
| | - Ching-Heng Lin
- Department of Medical Research, Taichung Veterans General Hospital, Taichung 40705, Taiwan; (W.-S.L.); (I.-C.C.)
- Department of Health Care Management, National Taipei University of Nursing and Health Sciences, Taipei112303, Taiwan
- Department of Industrial Engineering and Enterprise Information, Tunghai University, Taichung 40705, Taiwan
- Department of Public Health, College of Medicine, Fu Jen Catholic University, New Taipei City 242062, Taiwan
- Institute of Public Health and Community Medicine Research Center, National Yang Ming Chiao Tung University, Taipei 11221, Taiwan
- Department of Medical Research, China Medical University Hospital, Taichung 40402, Taiwan
| |
Collapse
|
7
|
Hurley JC. How the Cluster-randomized Trial "Works". Clin Infect Dis 2021; 70:341-346. [PMID: 31260511 DOI: 10.1093/cid/ciz554] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2019] [Accepted: 06/29/2019] [Indexed: 11/13/2022] Open
Abstract
Cluster-randomized trials (CRTs) are able to address research questions that randomized controlled trials (RCTs) of individual patients cannot answer. Of great interest for infectious disease physicians and infection control practitioners are research questions relating to the impact of interventions on infectious disease dynamics at the whole-of-population level. However, there are important conceptual differences between CRTs and RCTs relating to design, analysis, and inference. These differences can be illustrated by the adage "peas in a pod." Does the question of interest relate to the "peas" (the individual patients) or the "pods" (the clusters)? Several examples of recent CRTs of community and intensive care unit infection prevention interventions are used to illustrate these key concepts. Examples of differences between the results of RCTs and CRTs on the same topic are given.
Collapse
Affiliation(s)
- James C Hurley
- Rural Health Academic Center, Melbourne Medical School, University of Melbourne, Australia.,Division of Internal Medicine, Ballarat Health Services, Australia
| |
Collapse
|
8
|
Burkholderia pseudomallei-loaded cells act as a Trojan horse to invade the brain during endotoxemia. Sci Rep 2018; 8:13632. [PMID: 30206252 PMCID: PMC6134107 DOI: 10.1038/s41598-018-31778-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2018] [Accepted: 08/22/2018] [Indexed: 01/22/2023] Open
Abstract
Neurologic melioidosis occurs in both human and animals; however, the mechanism by which the pathogen Burkholderia pseudomallei invades the central nervous system (CNS) remains unclear. B. pseudomallei-loaded Ly6C cells have been suggested as a putative portal; however, during melioidosis, lipopolysaccharide (LPS) can drive disruption of the blood-brain barrier (BBB). This study aims to test whether the Trojan horse-like mechanism occurs during endotoxemia. The expression levels of cerebral cytokines, chemokines and cell adhesion molecules; the activation of astrocytes, microglia and endothelial cells; and the increased vascular permeability and brain-infiltrating leukocytes were evaluated using B. pseudomallei, B. thailandensis, B. cenocepacia and B. multivorans LPS-induced brains. Accordingly, different degrees of BBB damage in those brains with endotoxemia were established. The B. multivorans LPS-induced brain exhibited the highest levels of disruptive BBB according to the above mediators/indicators. Into these distinct groups of endotoxemic mice, B. pseudomallei-loaded Ly6C cells or free B. pseudomallei were adoptively transferred at equal bacterial concentrations (103 CFU). The bacterial load and number of cases of meningeal neutrophil infiltration in the brains of animals treated with B. pseudomallei-loaded Ly6C cells were higher than those in brains induced by free B. pseudomallei in any of the endotoxemic groups. In particular, these results were reproducible in B. multivorans LPS-induced brains. We suggest that B. pseudomallei-loaded cells can act as a Trojan horse and are more effective than free B. pseudomallei in invading the CNS under septic or endotoxemic conditions even when there is a high degree of BBB disruption.
Collapse
|
9
|
The LPS Responsiveness in BN and LEW Rats and Its Severity Are Modulated by the Liver. J Immunol Res 2018; 2018:6328713. [PMID: 30151394 PMCID: PMC6091288 DOI: 10.1155/2018/6328713] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2018] [Revised: 05/11/2018] [Accepted: 05/16/2018] [Indexed: 12/30/2022] Open
Abstract
Differences in LPS responsiveness influence the outcome of patients with sepsis. The intensity of the response is highly variable in patients and strain dependent in rodents. However, the role of the liver for initiating the LPS response remains ill defined. We hypothesize that hepatic LPS uptake is a key event for initiating the LPS response. In the present study, the severity of the LPS-induced inflammatory response and the hepatic LPS uptake was compared in two rat strains (Lewis (LEW) rats and Brown Norway (BN) rats). Using a transplantation model, we demonstrated the decisive role of the liver. The expression of hepatic TNF-α, IL-6, and IL-1β mRNA levels in BN rats was significantly lower than that in LEW rats. LEW rats were sensitized to LPS via G-CSF pretreatment. Sensitization caused by G-CSF pretreatment induced severe liver injury and mortality in LEW rats, but not in BN rats (survival rate: 0% (LEW) versus 100% (BN), p < 0.01). LEW rats presented with higher liver enzymes, more alterations in histology, and higher expression of caspase 3 and higher cytokines levels. One of the reasons could be the increased hepatic LPS uptake, which was only observed in LEW but not in BN livers. Using the transplantation model revealed the decisive role of the LPS responsiveness of the liver. Injection of LPS to the high-responding LEW recipient before transplantation of a low-responder BN liver resulted in a 50% survival rate. In contrast, injecting the same dose of LPS into the high-responding LEW recipient after transplanting the low-responding BN liver resulted in a 100% survival rate. The severity of inflammatory response in different strains might be related to the differences in hepatic LPS uptake. This observation suggests that the liver plays a genetically defined decisive role in modulating the inflammatory severity.
Collapse
|
10
|
Dhaya I, Griton M, Raffard G, Amri M, Hiba B, Konsman JP. Bacterial lipopolysaccharide-induced systemic inflammation alters perfusion of white matter-rich regions without altering flow in brain-irrigating arteries: Relationship to blood-brain barrier breakdown? J Neuroimmunol 2018; 314:67-80. [DOI: 10.1016/j.jneuroim.2017.11.009] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2017] [Revised: 10/31/2017] [Accepted: 11/13/2017] [Indexed: 01/24/2023]
|
11
|
Wang T, Cui YL, Lin ZF, Chen DC. Comparative Study of Plasma Endotoxin with Procalcitonin Levels in Diagnosis of Bacteremia in Intensive Care Unit Patients. Chin Med J (Engl) 2017; 129:417-23. [PMID: 26879015 PMCID: PMC4800842 DOI: 10.4103/0366-6999.176064] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Both procalcitonin (PCT) and plasma endotoxin levels cannot be solely used for a definite diagnosis of bacteremia or sepsis, and there has been few study comparing the values of the two biomarkers for the diagnosis of bacteremia. The aim of this study was to identify bacteria causing bacteremia and evaluate the role of the two biomarkers in the diagnosis of bacteremia in Intensive Care Unit (ICU). METHODS The medical records of 420 patients in ICU were retrospectively reviewed. Patients (n = 241) who met the inclusion criteria were subjected to blood culture (BC) for the analysis of the endotoxin or PCT levels. The exclusion criteria included the presence of infection with human immunodeficiency virus and/or AIDS, neutropenia without sepsis, pregnancy, treatment with immunosuppressive therapies, or blood diseases such as hematological tumors. Patients' BC episodes were divided into BC negative, Gram-negative (GN) bacteria, Gram-positive bacteria, and fungi groups. The PCT and plasma endotoxin levels were compared in the different groups. RESULTS A total of 241 patients with 505 episodes of BC were analyzed. The GN bacteria group showed higher levels of PCT and endotoxin than the BC negative, Gram-positive bacteria, and fungi groups. GN bacteremia was more prevalent than Gram-positive bacteremia. The GN bacteremia caused by non-Enterobacteriaceae infection presented higher endotoxin level than that by Enterobacteriaceae, but no significant difference in PCT levels was observed between the two groups. The plasma endotoxin significantly differed among different groups and was bacterial species dependent. CONCLUSIONS Plasma endotoxin was more related to GN than to Gram-positive bacteremia, and that endotoxin level was species dependent, but PCT level remained relatively more stable within the GN bacteria caused bacteremia. Both GN and positive bacteria caused bacteremia in the ICU patients in different regions of China. And PCT is a more valuable biomarker than endotoxin in the diagnosis of bacteremia.
Collapse
Affiliation(s)
| | | | | | - De-Chang Chen
- Department of Emergency Medicine, Changzheng Hospital, Second Military Medical University, Shanghai 200003, China
| |
Collapse
|
12
|
Kell DB, Pretorius E. On the translocation of bacteria and their lipopolysaccharides between blood and peripheral locations in chronic, inflammatory diseases: the central roles of LPS and LPS-induced cell death. Integr Biol (Camb) 2016; 7:1339-77. [PMID: 26345428 DOI: 10.1039/c5ib00158g] [Citation(s) in RCA: 111] [Impact Index Per Article: 13.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
We have recently highlighted (and added to) the considerable evidence that blood can contain dormant bacteria. By definition, such bacteria may be resuscitated (and thus proliferate). This may occur under conditions that lead to or exacerbate chronic, inflammatory diseases that are normally considered to lack a microbial component. Bacterial cell wall components, such as the endotoxin lipopolysaccharide (LPS) of Gram-negative strains, are well known as potent inflammatory agents, but should normally be cleared. Thus, their continuing production and replenishment from dormant bacterial reservoirs provides an easy explanation for the continuing, low-grade inflammation (and inflammatory cytokine production) that is characteristic of many such diseases. Although experimental conditions and determinants have varied considerably between investigators, we summarise the evidence that in a great many circumstances LPS can play a central role in all of these processes, including in particular cell death processes that permit translocation between the gut, blood and other tissues. Such localised cell death processes might also contribute strongly to the specific diseases of interest. The bacterial requirement for free iron explains the strong co-existence in these diseases of iron dysregulation, LPS production, and inflammation. Overall this analysis provides an integrative picture, with significant predictive power, that is able to link these processes via the centrality of a dormant blood microbiome that can resuscitate and shed cell wall components.
Collapse
Affiliation(s)
- Douglas B Kell
- School of Chemistry and The Manchester Institute of Biotechnology, The University of Manchester, 131, Princess St, Manchester M1 7DN, Lancs, UK.
| | - Etheresia Pretorius
- Department of Physiology, Faculty of Health Sciences, University of Pretoria, Arcadia 0007, South Africa.
| |
Collapse
|
13
|
Kim SP, Nam SH, Friedman M. Rice hull smoke extract protects mice against a Salmonella lipopolysaccharide-induced endotoxemia. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2014; 62:7753-7759. [PMID: 25068861 DOI: 10.1021/jf501533s] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
Endotoxemia (sepsis, septic shock) is an inflammatory, virulent disease that results mainly from infection by Gram-negative bacteria. The present study investigates the inhibitory effects of a rice hull smoke extract (RHSE) against murine endotoxemia induced by Salmonella lipopolysaccharide and d-galactosamine (LPS/GalN). Pretreatment of the mice with RHSE via dietary administration for 2 weeks resulted in the suppression (in %) of LPS/GalN-induced catalase by 70.7, superoxide dismutase (SOD) by 54.6, and transaminase (GOT/GPT) liver enzymes by 40.6/62.5, the amelioration of necrotic liver lesions, and the reduction of tumor necrosis factor-α (TNF-α) by 61.1 and nitrite serum level by 83.4, as well as myeloperoxidase (MPO) enzyme associated with necrotic injury of the lung and kidney by 65.7 and 63.3, respectively. The RHSE also extended the lifespan of the toxemic mice. The results using inflammation biomarkers and from the lifespan studies suggest that the RHSE can protect mice against LPS/GalN-induced liver, lung, and kidney injuries and inflammation by blocking oxidative stress and TNF-α production, thereby increasing the survival of the toxic-shock-induced mice. These beneficial effects and previous studies on the antimicrobial effects against Salmonella Typhimurium in culture and in mice suggest that the smoke extract also has the potential to serve as a new multifunctional resource in human food and animal feeds. Possible mechanisms of the beneficial effects at the cellular and molecular levels and suggested food uses are discussed.
Collapse
Affiliation(s)
- Sung Phil Kim
- Department of Biological Science, Ajou University , Suwon, 443-749, Republic of Korea
| | | | | |
Collapse
|
14
|
Hurley JC. Towards clinical applications of anti-endotoxin antibodies; a re-appraisal of the disconnect. Toxins (Basel) 2013; 5:2589-620. [PMID: 24351718 PMCID: PMC3873702 DOI: 10.3390/toxins5122589] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2013] [Revised: 12/09/2013] [Accepted: 12/13/2013] [Indexed: 12/21/2022] Open
Abstract
Endotoxin is a potent mediator of a broad range of patho-physiological effects in humans. It is present in all Gram negative (GN) bacteria. It would be expected that anti-endotoxin therapies, whether antibody based or not, would have an important adjuvant therapeutic role along with antibiotics and other supportive therapies for GN infections. Indeed there is an extensive literature relating to both pre-clinical and clinical studies of anti-endotoxin antibodies. However, the extent of disconnect between the generally successful pre-clinical studies versus the failures of the numerous large clinical trials of antibody based and other anti-endotoxin therapies is under-appreciated and unexplained. Seeking a reconciliation of this disconnect is not an abstract academic question as clinical trials of interventions to reduce levels of endotoxemia levels are ongoing. The aim of this review is to examine new insights into the complex relationship between endotoxemia and sepsis in an attempt to bridge this disconnect. Several new factors to consider in this reappraisal include the frequency and types of GN bacteremia and the underlying mortality risk in the various study populations. For a range of reasons, endotoxemia can no longer be considered as a single entity. There are old clinical trials which warrant a re-appraisal in light of these recent advances in the understanding of the structure-function relationship of endotoxin. Fundamentally however, the disconnect not only remains, it has enlarged.
Collapse
Affiliation(s)
- James C Hurley
- Rural Health Academic Center, Melbourne Medical School, University of Melbourne, Parkville 3010, Australia.
| |
Collapse
|
15
|
Hurley JC, Opal SM. Prognostic value of endotoxemia in patients with Gram-negative bacteremia is bacterial species dependent. J Innate Immun 2013; 5:555-64. [PMID: 23594418 DOI: 10.1159/000347172] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2012] [Accepted: 01/16/2013] [Indexed: 11/19/2022] Open
Abstract
The prognostic impact of endotoxemia detection in sepsis is unclear. Endotoxemia is detectable in <70% of patients with Gram-negative (GN) bacteremias. Mortality proportion data were available from 27 published studies of patients with GN bacteremia in various settings. Among ten studies restricted to specific types of GN bacteremia, endotoxemia was associated with significantly increased mortality risk for Neisseria meningitidis (4 studies; 138 bacteremias; OR 26.0; 95% CI, 1.6-321) but not for Salmonella enterica serovar Typhi (3 studies; 36 bacteremias; OR 0.89; 95% CI, 0.01-74.1). For 17 unrestricted studies (319 GN bacteremic patients), endotoxemia was associated with an increased mortality risk with non-Escherichia coli Enterobacteriaceae such as Klebsiella and Enterobacter species (97 bacteremias; OR 3.7; 95% CI, 1.3-10.3). By contrast, E. coli (144 bacteremias; OR 0.78; 95% CI, 0.36-1.7), and non-Enterobacteriaceae species such as Pseudomonas species (78 bacteremias; OR 1.7; 95% CI, 0.7-4.6) had no increased mortality risk. That endotoxemia detection is predictive of mortality among patients bacteremic with non-E. coli Enterobacteriaceae but not E. coli is surprising given the presumed commonality of the hexa-acyl lipid A structure among Enterobacteriaceae species.
Collapse
Affiliation(s)
- James C Hurley
- Rural Health Academic Center, Melbourne Medical School, University of Melbourne, Ballarat, Vic., Australia
| | | |
Collapse
|
16
|
Hurley JC, Guidet B, Offenstadt G, Maury E. Endotoxemia and mortality prediction in ICU and other settings: underlying risk and co-detection of gram negative bacteremia are confounders. Crit Care 2012; 16:R148. [PMID: 22871090 PMCID: PMC3580737 DOI: 10.1186/cc11462] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2012] [Revised: 07/30/2012] [Accepted: 08/07/2012] [Indexed: 11/10/2022] Open
Abstract
INTRODUCTION The interdependence between endotoxemia, gram negative (GN) bacteremia and mortality has been extensively studied. Underlying patient risk and GN bacteremia types are possible confounders of the relationship. METHODS Published studies with ≥ 10 patients in either ICU or non-ICU settings, endotoxemia detection by limulus assay, reporting mortality proportions and ≥ 1 GN bacteremia were included. Summary odds ratios (OR) for mortality were derived across all studies by meta-analysis for the following contrasts: sub-groups with either endotoxemia (group three), GN bacteremia (group two) or both (group one) each versus the group with neither detected (group four; reference group). The mortality proportion for group four is the proxy measure of study level risk within L'Abbé plots. RESULTS Thirty-five studies were found. Among nine studies in an ICU setting, the OR for mortality was borderline (OR <2) or non-significantly increased for groups two (GN bacteremia alone) and three (endotoxemia alone) and patient group one (GN bacteremia and endotoxemia co-detected) each versus patient group four (neither endotoxemia nor GN bacteremia detected). The ORs were markedly higher for group one versus group four (OR 6.9; 95% confidence interval (CI), 4.4 -to 11.0 when derived from non-ICU studies. The distributions of Pseudomonas aeruginosa and Escherichia coli bacteremias among groups one versus two are significantly unequal. CONCLUSIONS The co-detection of GN bacteremia and endotoxemia is predictive of increased mortality risk versus the detection of neither but only in studies undertaken in a non-ICU setting. Variation in GN bacteremia species types and underlying risk are likely unrecognized confounders in the individual studies.
Collapse
Affiliation(s)
- James C Hurley
- Rural Health Academic Center, Melbourne Medical School, 'Dunvegan' 806 Mair St., University of Melbourne, Ballarat, Victoria 3350, Australia
- Division of Internal Medicine, Ballarat Health Services, 101 Drummond St., N, Ballarat, 3350, Victoria, Australia
| | - Bertrand Guidet
- Réanimation médicale, Assistance Publique - Hôpitaux de Paris, Hôpital Saint-Antoine, 184 rue du Faubourg Saint Antoine, Paris, F-75012, France
- UPMC Université Paris 06, 4 Place Jussieu, Paris, 75005, France
- Inserm, Unité de Recherche en Épidémiologie Systèmes d'Information et Modélisation (U707), Paris, F-75012, France
| | - Georges Offenstadt
- Réanimation médicale, Assistance Publique - Hôpitaux de Paris, Hôpital Saint-Antoine, 184 rue du Faubourg Saint Antoine, Paris, F-75012, France
- UPMC Université Paris 06, 4 Place Jussieu, Paris, 75005, France
- Inserm, Unité de Recherche en Épidémiologie Systèmes d'Information et Modélisation (U707), Paris, F-75012, France
| | - Eric Maury
- Réanimation médicale, Assistance Publique - Hôpitaux de Paris, Hôpital Saint-Antoine, 184 rue du Faubourg Saint Antoine, Paris, F-75012, France
- UPMC Université Paris 06, 4 Place Jussieu, Paris, 75005, France
- Inserm, Unité de Recherche en Épidémiologie Systèmes d'Information et Modélisation (U707), Paris, F-75012, France
| |
Collapse
|
17
|
Hurley J. Meta-analysis of clinical studies of diagnostic tests: developments in how the receiver operating characteristic "works". Arch Pathol Lab Med 2012; 135:1585-90. [PMID: 22129189 DOI: 10.5858/arpa.2011-0016-so] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Meta-analytic summaries are needed on clinical studies of diagnostic tests. Meta-analyses on clinical studies of diagnostic tests commonly use the receiver operating characteristic method, which differs conceptually and computationally from the more widely known meta-analytic methods applicable in other contexts, such as in studies of randomized controlled trials. Important conceptual differences for clinical studies of diagnostic tests versus randomized controlled trials are that the study subpopulations are not defined by random allocation and the test threshold typically varies across studies to accommodate "rule in" versus "rule out" testing strategies. The receiver operating characteristic method has evolved substantially in the past decade, and the most recent approaches use multilevel regression methods that require iterative computational solutions to estimate the influence of the study-level variables. Using current methodology, a meta-analysis on clinical studies of diagnostic tests can address questions relevant to the clinical application of a diagnostic test that cannot be answered at the level of the individual study.
Collapse
Affiliation(s)
- James Hurley
- Rural Health Academic Centre, Melbourne Medical School, University of Melbourne, Ballarat, Victoria, Australia.
| |
Collapse
|
18
|
Hurley JC. Does gram-negative bacteraemia occur without endotoxaemia? A meta-analysis using hierarchical summary ROC curves. Eur J Clin Microbiol Infect Dis 2009; 29:207-15. [PMID: 20084488 DOI: 10.1007/s10096-009-0841-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2009] [Accepted: 11/01/2009] [Indexed: 11/26/2022]
Abstract
The limulus assay for endotoxin has been studied as a method for the rapid identification of gram-negative (GN) bacteraemia. The chromogenic (C-limulus) version is 100-fold more sensitive to an internal endotoxin standard than the earlier gelation version (G-limulus). The objective of this analysis is to compare the concordance between GN bacteraemia and endotoxaemia as determined in clinical studies using either version of the limulus assay. The summary results for the diagnostic odds ratio (DOR), sensitivity and specificity were derived using a hierarchical summary receiver operating characteristic (HSROC) method of meta-analysis. Fifty-eight studies (25 G-limulus and 33 C-limulus) were included. Surprisingly, the mean DOR (4.9; 3-7.9 versus 10.7; 5.2-21.8) was inferior for studies using the C-limulus versus the original G-limulus version of the assay. Moreover, among studies limited to sepsis syndrome patients, the mean DOR remains poor at 4.2 (1.8-9.5). The proportion of GN bacteraemic patients for whom endotoxaemia is not detectable with either version of the limulus assay is >20% among the 58 studies overall, but >30% after the exclusion of studies with <25 patients and >20% among studies of patients with sepsis syndrome. These findings help to reconcile seemingly disparate study results.
Collapse
Affiliation(s)
- J C Hurley
- School of Rural Health, University of Melbourne, Shepparton, VIC, Australia.
| |
Collapse
|