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1.
Semin Respir Crit Care Med ; 45(2): 255-265, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38266998

ABSTRACT

Due to higher survival rates with good quality of life, related to new treatments in the fields of oncology, hematology, and transplantation, the number of immunocompromised patients is increasing. But these patients are at high risk of intensive care unit admission because of numerous complications. Acute respiratory failure due to severe community-acquired pneumonia is one of the leading causes of admission. In this setting, the need for invasive mechanical ventilation is up to 60%, associated with a high hospital mortality rate of around 40 to 50%. A wide range of pathogens according to the reason of immunosuppression is associated with severe pneumonia in those patients: documented bacterial pneumonia represents a third of cases, viral and fungal pneumonia both account for up to 15% of cases. For patients with an undetermined etiology despite comprehensive diagnostic workup, the hospital mortality rate is very high. Thus, a standardized diagnosis strategy should be defined to increase the diagnosis rate and prescribe the appropriate treatment. This review focuses on the benefit-to-risk ratio of invasive or noninvasive strategies, in the era of omics, for the management of critically ill immunocompromised patients with severe pneumonia in terms of diagnosis and oxygenation.


Subject(s)
Community-Acquired Infections , Noninvasive Ventilation , Pneumonia, Bacterial , Pneumonia , Humans , Quality of Life , Respiration, Artificial , Immunocompromised Host , Community-Acquired Infections/therapy , Intensive Care Units
2.
Intensive Care Med ; 50(1): 114-124, 2024 Jan.
Article in English | MEDLINE | ID: mdl-38112774

ABSTRACT

PURPOSE: Post-traumatic stress disorder (PTSD) can affect family members of patients admitted to the intensive care unit (ICU). Easily accessible patient's and relative's information may help develop accurate risk stratification tools to direct relatives at higher risk of PTSD toward appropriate management. METHODS: PTSD was measured 90 days after ICU discharge using validated instruments (Impact of Event Scale and Impact of Event Scale-Revised) in 2374 family members. Various supervised machine learning approaches were used to predict PTSD in family members and evaluated on an independent held-out test dataset. To better understand variables' contributions to PTSD predicted probability, we used machine learning interpretability methods on the best predictive algorithm. RESULTS: Non-linear ensemble learning tree-based methods showed better predictive performances (Random Forest-area under curve, AUC = 0.73 [0.68-0.77] and XGBoost-AUC = 0.73 [0.69-0.78]) than regularized linear models, kernel-based models, or deep learning models. In the best performing algorithm, most important features that positively contributed to PTSD's predicted probability were all non-modifiable factors, namely, lower patient's age, longer duration of ICU stay, relative's female sex, lower relative's age, relative being a spouse/child, and patient's death in ICU. A sensitivity analysis in bereaved relatives did not alter the algorithm's predictive performance. CONCLUSION: We propose a machine learning-based approach to predict PTSD in relatives of ICU patients at an individual level. In this model, PTSD is mostly influenced by non-modifiable factors.


Subject(s)
Stress Disorders, Post-Traumatic , Humans , Critical Care , Family , Intensive Care Units , Machine Learning , Stress Disorders, Post-Traumatic/diagnosis
3.
Ann Intensive Care ; 12(1): 101, 2022 Oct 28.
Article in English | MEDLINE | ID: mdl-36307626

ABSTRACT

BACKGROUND: Etoposide remains the cornerstone of symptomatic management of critically ill patients with secondary hemophagocytic syndrome (sHS). Risk of healthcare-associated infections (HAIs) in this setting with etoposide has never been assessed. We sought to evaluate the association between etoposide administration, HAIs occurrence and survival in critically ill adult patients with sHS. In this retrospective single-center study conducted in a university hospital ICU between January 2007 and March 2020, all consecutive patients with sHS were included. HAIs were defined as any microbiologically documented infection throughout ICU stay. Competing risk survival analysis was performed to determine factors associated with HAIs. Propensity score-based overlap weighting was performed to adjust for factors associated with etoposide use. RESULTS: 168 patients with a median age of 49 [38, 59] were included. Forty-three (25.6%) patients presented with at least 1 microbiologically documented HAI throughout ICU stay. After adjustment, cumulative incidence of HAI was higher in patients receiving etoposide (p = 0.007), while survival was unaffected by etoposide status (p = 0.824). By multivariable analysis, etoposide treatment was associated with a higher incidence of HAIs (sHR 3.75 [1.05, 6.67]), whereas no association with survival (sHR 0.53 [0.20, 1.98]) was found. Other factors associated with increased mortality after adjustment included age, immunodepression, male sex, SOFA score > 13, and occurrence of HAI. CONCLUSIONS: In patients with sHS, etoposide treatment is independently associated with increased occurrence of HAIs, whereas no association with survival was found. Intensivists should be aware of increased infectious risk, to promptly detect and treat infections in this specific setting. Studies to assess benefits from prophylactic anti-infectious agents in this setting are warranted and the lack of benefit of etoposide on survival needs to be interpreted cautiously.

4.
Paediatr Anaesth ; 32(3): 421-428, 2022 Mar.
Article in English | MEDLINE | ID: mdl-34984774

ABSTRACT

BACKGROUND: The goal of the present study was to investigate intraoperative factors associated with major neurological complications at 1 year following surgery for necrotizing enterocolitis. MATERIAL AND METHODS: The study consisted of a retrospective review of medical charts of patients operated for over one calendar year in one institution. Data collected included demographic data, cardiac resuscitation at birth, Bell classification, antibiotics usage, time of day of surgery, surgical technique, surgical duration, type of ventilation, intraoperative vasoactive agents, and albumin use, nadir cerebral saturation, the decrease in cerebral saturation from baseline, the time period when cerebral saturation was at least 20% below baseline, and the mean arterial pressure at nadir cerebral saturation. Reported follow-up complications were assessed during formal neonatologist consultation and additional imaging exploration as needed. Analyses included descriptive statistics, and univariable and multivariable statistics. RESULTS: The study included 32 patients with no prior clinical neurological complications, of which 25 had normal cerebral imaging. Severe neurological complications occurred in nine patients at 1 year: Intraventricular hemorrhage (N = 2) and Periventricular leukomalacia (N = 7). However, preoperative cerebral imaging was lacking in seven patients. Consequently, the observed neurological complications at 1 year might be present before the surgery. Multivariable analysis found the decrease in cerebral saturation ≥36% from baseline as the only factor associated with the occurrence of those complications. CONCLUSION: Intraoperative decrease of cerebral oxygen saturation below ≥36% from baseline is associated with severe neurological complications in neonates undergoing surgery for necrotizing enterocolitis.


Subject(s)
Enterocolitis, Necrotizing , Fetal Diseases , Cerebral Hemorrhage/epidemiology , Enterocolitis, Necrotizing/epidemiology , Enterocolitis, Necrotizing/surgery , Female , Humans , Infant, Newborn , Oxygen Saturation , Retrospective Studies
5.
Minerva Anestesiol ; 88(3): 137-144, 2022 Mar.
Article in English | MEDLINE | ID: mdl-34709009

ABSTRACT

BACKGROUND: Type-one cardiorenal syndrome (CRS) is defined by acute decompensated heart failure leading to secondary acute kidney injury. No study evaluates the reliability of transthoracic echocardiography as a help tool for diagnosis and optimization of CRS. Therefore, the aim of this study was to assess echocardiographic parameters in patients with CRS in the Intensive Care Unit. METHODS: We conducted an observational, prospective, single-center study in the ICU department of a general hospital. Patients admitted in the ICU and presenting with type 1 CRS were included. Transthoracic echocardiography was performed at baseline and at day end after treatment by the same trained operator for the same patients. We report various echocardiographic indices at these two timepoints. RESULTS: Twenty-seven patients were included. At baseline 96.3% of patients had signs of congestion (IVC dilation >2 cm), 76% had an altered S-wave (<11.5 cm/s), 72.73% had an altered TAPSE (<17 mm), 85.19% had an elevated RV/LV diameter ratio (>0.6). Between baseline and D end, IVC size and, the number of patients with an elevated RV/LV diameter ratio significantly decreased. Weight decreased, whereas natriuresis significantly increased, and the amount of vasopressors support decreased. Diuresis, and S-wave velocity showed non-significant changes. CONCLUSIONS: Main echocardiographic findings at baseline in patients with type 1 CRS consist of a right ventricular dysfunction associated an IVC dilation. We report that weight, RV/LV diameter ratio, and IVC diameter might constitute good follow-up parameters to monitor treatment response.


Subject(s)
Cardio-Renal Syndrome , Heart Failure , Ventricular Dysfunction, Right , Cardio-Renal Syndrome/diagnostic imaging , Echocardiography , Female , Humans , Intensive Care Units , Male , Prospective Studies , Reproducibility of Results
6.
J Thromb Haemost ; 19(9): 2193-2198, 2021 09.
Article in English | MEDLINE | ID: mdl-34219357

ABSTRACT

BACKGROUND: Critically ill patients with coronavirus disease 2019 (COVID-19) are prone to developing macrothrombosis and microthrombosis. COVID-19 has been reported to be rarely associated with thrombotic microangiopathies. A disintegrin and metalloprotease with thrombospondin type I repeats, member 13 (ADAMTS13) severe deficiency, the hallmark of thrombotic thrombocytopenic purpura (TTP), induces the formation of platelet, unusually large von Willebrand factor (VWF) multimer microthrombi. In immune-mediated TTP, ADAMTS13 adopts specifically an open conformation. The VWF/ADAMTS13 couple may contribute to the microthrombi formation in pulmonary alveolar capillaries in COVID-19. OBJECTIVE: To investigate clinical features, hemostatic laboratory parameters, VWF/ADAMTS13 axis, and ADAMTS13 conformation in critically ill COVID-19 patients at admission. METHODS: Fifty three critically ill COVID-19 patients were enrolled between March 18 and May 9 2020 in a monocentric hospital. RESULTS: The median age was 59 years and the male-to-female ratio was 2.8/1. We reported seven pulmonary embolisms and 15 deaths. Biological investigations showed increased fibrinogen and factor V levels, and strongly increased D-dimers correlated with mortality. No patient presented severe thrombocytopenia nor microangiopathic hemolytic anemia. An imbalance between high VWF antigen levels and normal or slightly decreased ADAMTS13 activity levels (strongly elevated VWF/ADAMTS13 ratio) was correlated with mortality. Three patients had a partial quantitative deficiency in ADAMTS13. We also reported a closed conformation of ADAMTS13 in all patients, reinforcing the specificity of an open conformation of ADAMTS13 as a hallmark of TTP. CONCLUSION: We suggest that slightly decreased or normal ADAMTS13 activity and highly elevated VWF are rather biomarkers reflecting both the strong inflammation and the endothelial damage rather than drivers of the thrombotic process of COVID-19.


Subject(s)
COVID-19 , Purpura, Thrombotic Thrombocytopenic , ADAMTS13 Protein , Biomarkers , Critical Illness , Female , Humans , Inflammation , Male , Middle Aged , Purpura, Thrombotic Thrombocytopenic/diagnosis , SARS-CoV-2 , von Willebrand Factor
8.
Chest ; 159(5): 1884-1893, 2021 05.
Article in English | MEDLINE | ID: mdl-33316234

ABSTRACT

BACKGROUND: Severe acute respiratory syndrome-coronavirus-2 (SARS-CoV-2) infection causes direct lung damage, overwhelming endothelial activation, and inflammatory reaction, leading to acute respiratory failure and multi-organ dysfunction. Ongoing clinical trials are evaluating targeted therapies to hinder this exaggerated inflammatory response. Critically ill coronavirus disease 2019 (COVID-19) patients have shown heterogeneous severity trajectories, suggesting that response to therapies is likely to vary across patients. RESEARCH QUESTION: Are critically ill COVID-19 patients biologically and immunologically dissociable based on profiling of currently evaluated therapeutic targets? STUDY DESIGN AND METHODS: We did a single-center, prospective study in an ICU department in France. Ninety-six critically ill adult patients admitted with a documented SARS-CoV-2 infection were enrolled. We conducted principal components analysis and hierarchical clustering on a vast array of immunologic variables measured on the day of ICU admission. RESULTS: We found that patients were distributed in three clusters bearing distinct immunologic features and associated with different ICU outcomes. Cluster 1 had a "humoral immunodeficiency" phenotype with predominant B-lymphocyte defect, relative hypogammaglobulinemia, and moderate inflammation. Cluster 2 had a "hyperinflammatory" phenotype, with high cytokine levels (IL-6, IL-1ß, IL-8, tumor necrosis factor-alpha [TNF⍺]) associated with CD4+ and CD8+ T-lymphocyte defects. Cluster 3 had a "complement-dependent" phenotype with terminal complement activation markers (elevated C3 and sC5b-9). INTERPRETATION: Patients with severe COVID-19 exhibiting cytokine release marks, complement activation, or B-lymphocyte defects are distinct from each other. Such immunologic variability argues in favor of targeting different mediators in different groups of patients and could serve as a basis for patient identification and clinical trial eligibility.


Subject(s)
Biomarkers/blood , COVID-19 , Common Variable Immunodeficiency/immunology , Complement Activation/immunology , Inflammation/immunology , B-Lymphocytes/immunology , COVID-19/epidemiology , COVID-19/immunology , COVID-19/therapy , Cluster Analysis , Critical Illness/epidemiology , Critical Illness/therapy , Cytokine Release Syndrome/diagnosis , Cytokine Release Syndrome/immunology , Female , France/epidemiology , Humans , Intensive Care Units/statistics & numerical data , Male , Middle Aged , Prospective Studies , SARS-CoV-2/isolation & purification
11.
Intensive Care Med ; 46(9): 1714-1722, 2020 Sep.
Article in English | MEDLINE | ID: mdl-32780165

ABSTRACT

PURPOSE: Coronavirus disease 2019 (COVID-19) is creating an unprecedented healthcare crisis. Understanding the determinants of mortality is crucial to optimise intensive care unit (ICU) resource use and to identify targets for improving survival. METHODS: In a multicentre retrospective study, we included 379 COVID-19 patients admitted to four ICUs between 20 February and 24 April 2020 and categorised according to time from disease onset to ICU admission. A Cox proportional-hazards model identified factors associated with 28-day mortality. RESULTS: Median age was 66 years (53-68) and 292 (77%) were men. The main comorbidities included obesity and overweight (67%), hypertension (49.6%) and diabetes (30.1%). Median time from disease onset (i.e., viral symptoms) to ICU admission was 8 (6-11) days (missing for three); 161 (42.5%) patients were admitted within a week of disease onset, 173 (45.6%) between 8 and 14 days, and 42 (11.1%) > 14 days after disease onset; day 28 mortality was 26.4% (22-31) and decreased as time from disease onset to ICU admission increased, from 37 to 21% and 12%, respectively. Patients admitted within the first week had higher SOFA scores, more often had thrombocytopenia or acute kidney injury, had more limited radiographic involvement, and had significantly higher blood IL-6 levels. Age, COPD, immunocompromised status, time from disease onset, troponin concentration, and acute kidney injury were independently associated with mortality. CONCLUSION: The excess mortality in patients admitted within a week of disease onset reflected greater non-respiratory severity. Therapeutic interventions against SARS-CoV-2 might impact different clinical endpoints according to time since disease onset.


Subject(s)
Coronavirus Infections/mortality , Intensive Care Units/statistics & numerical data , Pneumonia, Viral/mortality , Age Factors , Betacoronavirus , COVID-19 , Comorbidity , Female , France/epidemiology , Humans , Interleukin-6/blood , Male , Middle Aged , Organ Dysfunction Scores , Pandemics , Proportional Hazards Models , Real-Time Polymerase Chain Reaction , Retrospective Studies , Risk Factors , SARS-CoV-2 , Time Factors , Time-to-Treatment , Troponin/blood
13.
Intensive Care Med ; 46(7): 1339-1348, 2020 Jul.
Article in English | MEDLINE | ID: mdl-32533197

ABSTRACT

Acute kidney injury (AKI) has been reported in up to 25% of critically-ill patients with SARS-CoV-2 infection, especially in those with underlying comorbidities. AKI is associated with high mortality rates in this setting, especially when renal replacement therapy is required. Several studies have highlighted changes in urinary sediment, including proteinuria and hematuria, and evidence of urinary SARS-CoV-2 excretion, suggesting the presence of a renal reservoir for the virus. The pathophysiology of COVID-19 associated AKI could be related to unspecific mechanisms but also to COVID-specific mechanisms such as direct cellular injury resulting from viral entry through the receptor (ACE2) which is highly expressed in the kidney, an imbalanced renin-angotensin-aldosteron system, pro-inflammatory cytokines elicited by the viral infection and thrombotic events. Non-specific mechanisms include haemodynamic alterations, right heart failure, high levels of PEEP in patients requiring mechanical ventilation, hypovolemia, administration of nephrotoxic drugs and nosocomial sepsis. To date, there is no specific treatment for COVID-19 induced AKI. A number of investigational agents are being explored for antiviral/immunomodulatory treatment of COVID-19 and their impact on AKI is still unknown. Indications, timing and modalities of renal replacement therapy currently rely on non-specific data focusing on patients with sepsis. Further studies focusing on AKI in COVID-19 patients are urgently warranted in order to predict the risk of AKI, to identify the exact mechanisms of renal injury and to suggest targeted interventions.


Subject(s)
Acute Kidney Injury/virology , Betacoronavirus/isolation & purification , Coronavirus Infections/complications , Pneumonia, Viral/complications , Renin-Angiotensin System/physiology , Acute Kidney Injury/drug therapy , Acute Kidney Injury/physiopathology , Acute Kidney Injury/therapy , Betacoronavirus/physiology , Blood Coagulation Disorders/virology , COVID-19 , Coronavirus Infections/metabolism , Coronavirus Infections/urine , Creatinine/blood , Critical Illness , Hematuria/etiology , Humans , Kidney/physiopathology , Kidney/virology , Pandemics , Pneumonia, Viral/metabolism , Pneumonia, Viral/urine , Proteinuria/etiology , SARS-CoV-2 , Urinalysis , Urine/chemistry , Urine/virology
14.
Oncotarget ; 7(3): 3520-32, 2016 Jan 19.
Article in English | MEDLINE | ID: mdl-26657288

ABSTRACT

The BCL6 oncogene plays a crucial role in sustaining diffuse large B-cell lymphomas (DLBCL) through transcriptional repression of key checkpoint genes. BCL6-targeted therapy kills lymphoma cells by releasing these checkpoints. However BCL6 also directly represses several DLBCL oncogenes such as BCL2 and BCL-XL that promote lymphoma survival. Herein we show that DLBCL cells that survive BCL6-targeted therapy induce a phenomenon of "oncogene-addiction switching" by reactivating BCL2-family dependent anti-apoptotic pathways. Thus, most DLBCL cells require concomitant inhibition of BCL6 and BCL2-family members for effective lymphoma killing. Moreover, in DLBCL cells initially resistant to BH3 mimetic drugs, BCL6 inhibition induces a newly developed reliance on anti-apoptotic BCL2-family members for survival that translates in acquired susceptibility to BH3 mimetic drugs ABT-737 and obatoclax. In germinal center B cell-like (GCB)-DLBCL cells, the proteasome inhibitor bortezomib and the NEDD inhibitor MLN4924 post-transcriptionally activated the BH3-only sensitizer NOXA thus counteracting the oncogenic switch to BCL2 induced by BCL6-targeting. Hence our study indicates that BCL6 inhibition induces an on-target feedback mechanism based on the activation of anti-apoptotic BH3 members. This oncogene-addition switching mechanism was harnessed to develop rational combinatorial therapies for GCB-DLBCL.


Subject(s)
Drug Resistance, Neoplasm/drug effects , Lymphoma, Large B-Cell, Diffuse/drug therapy , Proto-Oncogene Proteins c-bcl-2/metabolism , Proto-Oncogene Proteins c-bcl-6/antagonists & inhibitors , Animals , Biphenyl Compounds/pharmacology , Blotting, Western , Cell Proliferation/drug effects , Humans , Indoles , Lymphoma, Large B-Cell, Diffuse/enzymology , Lymphoma, Large B-Cell, Diffuse/pathology , Male , Mice , Mice, Nude , Nitrophenols/pharmacology , Peptide Fragments/pharmacology , Piperazines/pharmacology , Proto-Oncogene Proteins/pharmacology , Proto-Oncogene Proteins c-bcl-2/antagonists & inhibitors , Proto-Oncogene Proteins c-bcl-6/genetics , Proto-Oncogene Proteins c-bcl-6/metabolism , Pyrroles/pharmacology , RNA, Small Interfering/genetics , Rats , Rats, Sprague-Dawley , Sulfonamides/pharmacology , Tumor Cells, Cultured , Xenograft Model Antitumor Assays
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