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Likhvantsev VV, Berikashvili LB, Yadgarov MY, Yakovlev AA, Kuzovlev AN. The Tri-Steps Model of Critical Conditions in Intensive Care: Introducing a New Paradigm for Chronic Critical Illness. J Clin Med 2024; 13:3683. [PMID: 38999249 PMCID: PMC11242724 DOI: 10.3390/jcm13133683] [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: 05/03/2024] [Revised: 06/15/2024] [Accepted: 06/20/2024] [Indexed: 07/14/2024] Open
Abstract
Background: The prevailing model for understanding chronic critical illness is a biphasic model, suggesting phases of acute and chronic critical conditions. A major challenge within this model is the difficulty in determining the timing of the process chronicity. It is likely that the triad of symptoms (inflammation, catabolism, and immunosuppression [ICIS]) could be associated with this particular point. We aimed to explore the impact of the symptom triad (inflammation, catabolism, immunosuppression) on the outcomes of patients hospitalized in intensive care units (ICUs). Methods: The eICU-CRD database with 200,859 ICU admissions was analyzed. Adult patients with the ICIS triad, identified by elevated CRP (>20 mg/L), reduced albumin (<30 g/L), and low lymphocyte counts (<0.8 × 109/L), were included. The cumulative risk of developing ICIS was assessed using the Nelson-Aalen estimator. Results: This retrospective cohort study included 894 patients (485 males, 54%), with 60 (6.7%) developing ICIS. The cumulative risk of ICIS by day 21 was 22.5%, with incidence peaks on days 2-3 and 10-12 after ICU admission. Patients with the ICIS triad had a 2.5-fold higher mortality risk (p = 0.009) and double the likelihood of using vasopressors (p = 0.008). The triad onset day did not significantly affect mortality (p = 0.104). Patients with ICIS also experienced extended hospital (p = 0.041) and ICU stays (p < 0.001). Conclusions: The symptom triad (inflammation, catabolism, immunosuppression) during hospitalization increases mortality risk by 2.5 times (p = 0.009) and reflects the chronicity of the critical condition. Identifying two incidence peaks allows the proposal of a new Tri-steps model of chronic critical illness with acute, extended, and chronic phases.
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Affiliation(s)
- Valery V Likhvantsev
- Federal Research and Clinical Center of Intensive Care Medicine and Rehabilitology, Moscow 107031, Russia
| | - Levan B Berikashvili
- Federal Research and Clinical Center of Intensive Care Medicine and Rehabilitology, Moscow 107031, Russia
| | - Mikhail Ya Yadgarov
- Federal Research and Clinical Center of Intensive Care Medicine and Rehabilitology, Moscow 107031, Russia
| | - Alexey A Yakovlev
- Federal Research and Clinical Center of Intensive Care Medicine and Rehabilitology, Moscow 107031, Russia
| | - Artem N Kuzovlev
- Federal Research and Clinical Center of Intensive Care Medicine and Rehabilitology, Moscow 107031, Russia
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Morris R, Al Tannir AH, Chipman J, Charles A, Ingraham NE, Kalinoski M, Bolden L, Siegel L, Tignanelli CJ. Deriving a definition of chronic critical illness: ICU stay of 10 days. Am J Surg 2024:S0002-9610(24)00276-9. [PMID: 38782686 DOI: 10.1016/j.amjsurg.2024.05.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Revised: 04/29/2024] [Accepted: 05/17/2024] [Indexed: 05/25/2024]
Affiliation(s)
- Rachel Morris
- Department of Surgery, Division of Trauma & Critical Care, Medical College of Wisconsin, Milwaukee, WI, USA.
| | - Abdul Hafiz Al Tannir
- Department of Surgery, Division of Trauma & Critical Care, Medical College of Wisconsin, Milwaukee, WI, USA.
| | - Jeffrey Chipman
- Department of Surgery, Division of Trauma & Critical Care, University of Minnesota, Minneapolis, MN, USA.
| | - Anthony Charles
- Department of Surgery, Division of Trauma & Critical Care, University of North Carolina, Chapel Hill, NC, USA.
| | - Nicholas E Ingraham
- Department of Internal Medicine, Division of Pulmonary & Critical Care, University of Minnesota, Minneapolis, MN, USA.
| | - Michael Kalinoski
- Department of Surgery, Division of Trauma & Critical Care, University of Minnesota, Minneapolis, MN, USA.
| | - Leah Bolden
- Department of Internal Medicine, Division of Pulmonary & Critical Care, University of Minnesota, Minneapolis, MN, USA.
| | - Lianne Siegel
- School of Public Health, Division of Biostatistics, University of Minnesota, Minneapolis, MN, USA.
| | - Christopher J Tignanelli
- Department of Surgery, Division of Trauma & Critical Care, University of Minnesota, Minneapolis, MN, USA.
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Kao J, Reid N, Hubbard RE, Homes R, Hanjani LS, Pearson E, Logan B, King S, Fox S, Gordon EH. Frailty and solid-organ transplant candidates: a scoping review. BMC Geriatr 2022; 22:864. [PMCID: PMC9667636 DOI: 10.1186/s12877-022-03485-7] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2022] [Accepted: 09/14/2022] [Indexed: 11/17/2022] Open
Abstract
Abstract
Background
There is currently no consensus as to a standardized tool for frailty measurement in any patient population. In the solid-organ transplantation population, routinely identifying and quantifying frailty in potential transplant candidates would support patients and the multidisciplinary team to make well-informed, individualized, management decisions. The aim of this scoping review was to synthesise the literature regarding frailty measurement in solid-organ transplant (SOT) candidates.
Methods
A search of four databases (Cochrane, Pubmed, EMBASE and CINAHL) yielded 3124 studies. 101 studies (including heart, kidney, liver, and lung transplant candidate populations) met the inclusion criteria.
Results
We found that studies used a wide range of frailty tools (N = 22), including four ‘established’ frailty tools. The most commonly used tools were the Fried Frailty Phenotype and the Liver Frailty Index. Frailty prevalence estimates for this middle-aged, predominantly male, population varied between 2.7% and 100%. In the SOT candidate population, frailty was found to be associated with a range of adverse outcomes, with most evidence for increased mortality (including post-transplant and wait-list mortality), post-operative complications and prolonged hospitalisation. There is currently insufficient data to compare the predictive validity of frailty tools in the SOT population.
Conclusion
Overall, there is great variability in the approach to frailty measurement in this population. Preferably, a validated frailty measurement tool would be incorporated into SOT eligibility assessments internationally with a view to facilitating comparisons between patient sub-groups and national and international transplant services with the ultimate goal of improved patient care.
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Abdelwahab N, Ingraham NE, Nguyen N, Siegel L, Silverman G, Sahoo HS, Pakhomov S, Morse LR, Billings J, Usher MG, Melnik TE, Tignanelli CJ, Ikramuddin F. Predictors of Post-Acute Sequelae of COVID-19 Development and Rehabilitation: A Retrospective Study. Arch Phys Med Rehabil 2022; 103:2001-2008. [PMID: 35569640 PMCID: PMC9098397 DOI: 10.1016/j.apmr.2022.04.009] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Revised: 04/08/2022] [Accepted: 04/13/2022] [Indexed: 12/02/2022]
Abstract
Objective To examine the frequency of postacute sequelae of SARS-CoV-2 (PASC) and the factors associated with rehabilitation utilization in a large adult population with PASC. Design Retrospective study. Setting Midwest hospital health system. Participants 19,792 patients with COVID-19 from March 10, 2020, to January 17, 2021. Intervention Not applicable. Main Outcome Measures Descriptive analyses were conducted across the entire cohort along with an adult subgroup analysis. A logistic regression was performed to assess factors associated with PASC development and rehabilitation utilization. Results In an analysis of 19,792 patients, the frequency of PASC was 42.8% in the adult population. Patients with PASC compared with those without had a higher utilization of rehabilitation services (8.6% vs 3.8%, P<.001). Risk factors for rehabilitation utilization in patients with PASC included younger age (odds ratio [OR], 0.99; 95% confidence interval [CI], 0.98-1.00; P=.01). In addition to several comorbidities and demographics factors, risk factors for rehabilitation utilization solely in the inpatient population included male sex (OR, 1.24; 95% CI, 1.02-1.50; P=.03) with patients on angiotensin-converting-enzyme inhibitors or angiotensin-receptor blockers 3 months prior to COVID-19 infections having a decreased risk of needing rehabilitation (OR, 0.80; 95% CI, 0.64-0.99; P=.04). Conclusions Patients with PASC had higher rehabilitation utilization. We identified several clinical and demographic factors associated with the development of PASC and rehabilitation utilization.
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Affiliation(s)
- Nermine Abdelwahab
- Department of Medicine, University of Minnesota, Division of General Internal Medicine, Minneapolis, MN.
| | - Nicholas E Ingraham
- Department of Medicine, University of Minnesota, Division of Pulmonary and Critical Care, Minneapolis, MN
| | - Nguyen Nguyen
- Department of Rehabilitation Medicine, University of Minnesota, Division of PM&R, Minneapolis, MN
| | - Lianne Siegel
- Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, MN
| | - Greg Silverman
- Department of Surgery, University of Minnesota Division of Acute Care Surgery, Minneapolis, MN
| | - Himanshu Shekhar Sahoo
- Department of Surgery, University of Minnesota Division of Acute Care Surgery, Minneapolis, MN; Department of Electrical and Computer Engineering, University of Minnesota, Minneapolis, MN
| | - Serguei Pakhomov
- Department of Pharmaceutical Care and Health Systems, University of Minnesota, Minneapolis, MN
| | - Leslie R Morse
- Department of Rehabilitation Medicine, University of Minnesota, Division of PM&R, Minneapolis, MN
| | - Joanne Billings
- Department of Medicine, University of Minnesota, Division of Pulmonary and Critical Care, Minneapolis, MN
| | - Michael G Usher
- Department of Medicine, University of Minnesota, Division of General Internal Medicine, Minneapolis, MN
| | - Tanya E Melnik
- Department of Medicine, University of Minnesota, Division of General Internal Medicine, Minneapolis, MN
| | - Christopher J Tignanelli
- Department of Surgery, University of Minnesota Division of Acute Care Surgery, Minneapolis, MN; Institute for Health Informatics, University of Minnesota, Minneapolis, MN
| | - Farha Ikramuddin
- Department of Rehabilitation Medicine, University of Minnesota, Division of PM&R, Minneapolis, MN
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Ingraham NE, Vakayil V, Pendleton KM, Robbins AJ, Freese RL, Palzer EF, Charles A, Dudley RA, Tignanelli CJ. Recent Trends in Admission Diagnosis and Related Mortality in the Medically Critically Ill. J Intensive Care Med 2022; 37:185-194. [PMID: 33353475 DOI: 10.1177/0885066620982905] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
PURPOSE With decades of declining ICU mortality, we hypothesized that the outcomes and distribution of diseases cared for in the ICU have changed and we aimed to further characterize them. STUDY DESIGN AND METHODS A retrospective cohort analysis of 287,154 nonsurgical-critically ill adults, from 237 U.S. ICUs, using the manually abstracted Cerner APACHE Outcomes database from 2008 to 2016 was performed. Surgical patients, rare admission diagnoses (<100 occurrences), and low volume hospitals (<100 total admissions) were excluded. Diagnoses were distributed into mutually exclusive organ system/disease-based categories based on admission diagnosis. Multi-level mixed-effects negative binomial regression was used to assess temporal trends in admission, in-hospital mortality, and length of stay (LOS). RESULTS The number of ICU admissions remained unchanged (IRR 0.99, 0.98-1.003) while certain organ system/disease groups increased (toxicology [25%], hematologic/oncologic [55%] while others decreased (gastrointestinal [31%], pulmonary [24%]). Overall risk-adjusted in-hospital mortality was unchanged (IRR 0.98, 0.96-1.0004). Risk-adjusted ICU LOS (Estimate -0.06 days/year, -0.07 to -0.04) decreased. Risk-adjusted mortality varied significantly by disease. CONCLUSION Risk-adjusted ICU mortality rate did not change over the study period, but there was evidence of shifting disease burden across the critical care population. Our data provides useful information regarding future ICU personnel and resource needs.
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Affiliation(s)
- Nicholas E Ingraham
- Department of Medicine, 311816University of Minnesota Medical School, Minneapolis, MN, USA
- School of Public Health, 311816University of Minnesota, Minneapolis, MN, USA
| | - Victor Vakayil
- School of Public Health, 311816University of Minnesota, Minneapolis, MN, USA
- Department of Surgery, 311816University of Minnesota Medical School, Minneapolis, MN, USA
| | - Kathryn M Pendleton
- Department of Medicine, 311816University of Minnesota Medical School, Minneapolis, MN, USA
| | - Alexandria J Robbins
- Department of Surgery, 311816University of Minnesota Medical School, Minneapolis, MN, USA
| | - Rebecca L Freese
- Biostatistical Design and Analysis Center, Clinical and Translational Science Institute, 311816University of Minnesota, Minneapolis, MN, USA
| | - Elise F Palzer
- Biostatistical Design and Analysis Center, Clinical and Translational Science Institute, 311816University of Minnesota, Minneapolis, MN, USA
| | - Anthony Charles
- Department of Surgery, 2331University of North Carolina School of Medicine, Chapel Hill, NC, USA
- Gillings School of Global Public Health, 2331University of North Carolina, Chapel Hill, NC, USA
| | - R Adams Dudley
- Department of Medicine, 311816University of Minnesota Medical School, Minneapolis, MN, USA
- School of Public Health, 311816University of Minnesota, Minneapolis, MN, USA
- Institute for Health Informatics, 311816University of Minnesota Academic Health Center, Minneapolis, MN, USA
| | - Christopher J Tignanelli
- Department of Surgery, 311816University of Minnesota Medical School, Minneapolis, MN, USA
- Institute for Health Informatics, 311816University of Minnesota Academic Health Center, Minneapolis, MN, USA
- Department of Surgery, North Memorial Health Hospital, Robbinsdale, MN, USA
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Jennaro TS, Viglianti EM, Ingraham NE, Jones AE, Stringer KA, Puskarich MA. Serum Levels of Acylcarnitines and Amino Acids Are Associated with Liberation from Organ Support in Patients with Septic Shock. J Clin Med 2022; 11:jcm11030627. [PMID: 35160078 PMCID: PMC8836990 DOI: 10.3390/jcm11030627] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Revised: 01/12/2022] [Accepted: 01/24/2022] [Indexed: 12/23/2022] Open
Abstract
Sepsis-induced metabolic dysfunction is associated with mortality, but the signatures that differentiate variable clinical outcomes among survivors are unknown. Our aim was to determine the relationship between host metabolism and chronic critical illness (CCI) in patients with septic shock. We analyzed metabolomics data from mechanically ventilated patients with vasopressor-dependent septic shock from the placebo arm of a recently completed clinical trial. Baseline serum metabolites were measured by liquid chromatography-mass spectrometry and 1H-nuclear magnetic resonance. We conducted a time-to-event analysis censored at 28 days. Specifically, we determined the relationship between metabolites and time to extubation and freedom from vasopressors using a competing risk survival model, with death as a competing risk. We also compared metabolite concentrations between CCI patients, defined as intensive care unit level of care ≥ 14 days, and those with rapid recovery. Elevations in two acylcarnitines and four amino acids were related to the freedom from organ support (subdistributional hazard ratio < 1 and false discovery rate < 0.05). Proline, glycine, glutamine, and methionine were also elevated in patients who developed CCI. Our work highlights the need for further testing of metabolomics to identify patients at risk of CCI and to elucidate potential mechanisms that contribute to its etiology.
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Affiliation(s)
- Theodore S. Jennaro
- Department of Clinical Pharmacy and the NMR Metabolomics Laboratory, College of Pharmacy, University of Michigan, Ann Arbor, MI 48109, USA; (T.S.J.); (K.A.S.)
| | - Elizabeth M. Viglianti
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, School of Medicine, University of Michigan, Ann Arbor, MI 48109, USA;
| | - Nicholas E. Ingraham
- Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine, Department of Internal Medicine, School of Medicine, University of Minnesota, Minneapolis, MN 55455, USA;
| | - Alan E. Jones
- Department of Emergency Medicine, University of Mississippi Medical Center, Jackson, MS 39216, USA;
| | - Kathleen A. Stringer
- Department of Clinical Pharmacy and the NMR Metabolomics Laboratory, College of Pharmacy, University of Michigan, Ann Arbor, MI 48109, USA; (T.S.J.); (K.A.S.)
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, School of Medicine, University of Michigan, Ann Arbor, MI 48109, USA;
- Michigan Center for Integrative Research in Critical Care (MCIRCC), University of Michigan, Ann Arbor, MI 48109, USA
| | - Michael A. Puskarich
- Department of Emergency Medicine, School of Medicine, University of Minnesota, Minneapolis, MN 55415, USA
- Department of Emergency Medicine, Hennepin County Medical Center, Minneapolis, MN 55415, USA
- Correspondence:
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Impact of pretransplant frailty and sarcopenia on the post-transplant prognosis of patients with liver cirrhosis: a systematic review. Eur J Gastroenterol Hepatol 2021; 33:e883-e897. [PMID: 35048655 DOI: 10.1097/meg.0000000000002291] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
INTRODUCTION Frailty and sarcopenia associate with increased mortality in patients with liver cirrhosis on the transplant waitlist. We conducted a systematic review on the impact of pretransplant frailty and sarcopenia on post-transplant outcomes in adult patients with liver cirrhosis. METHODS We performed a search in Medline, Embase and Cochrane Central. Of the 12276 references initially recovered, 34 were included. RESULTS Frailty and sarcopenia presented a negative impact on post-transplant outcomes and seemed to associate with an overall two-fold reduction in early and 50% reduction in late survival, for severe conditions, according to the largest cohorts. These patients required longer ICU and hospitalization time, had higher rates of sepsis and respiratory complications and lower graft-survival. The reversibility of frailty depended on the severity of functional impairment and on the co-morbidities contributing to frailty. Reversibility of sarcopenia occurred in only a minority of patients, in unbiased studies. CONCLUSION Frailty and sarcopenia are double-edged swords: patients with frailty/sarcopenia should be prioritized for liver transplantation due to increased mortality on the waitlist; however, severe frailty/sarcopenia may justify delisting because it associates with dismal prognosis post-liver transplantation. Patients presenting mild to moderate frailty/sarcopenia, should be submitted to liver transplantation before those conditions worsen to a level that significantly impacts post-liver transplantation outcomes.
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National Trends and Variation of Functional Status Deterioration in the Medically Critically Ill. Crit Care Med 2021; 48:1556-1564. [PMID: 32886469 DOI: 10.1097/ccm.0000000000004524] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES Physical and psychologic deficits after an ICU admission are associated with lower quality of life, higher mortality, and resource utilization. This study aimed to examine the prevalence and secular changes of functional status deterioration during hospitalization among nonsurgical critical illness survivors over the past decade. DESIGN We performed a retrospective longitudinal cohort analysis. SETTING Analysis performed using the Cerner Acute Physiology and Chronic Health Evaluation outcomes database which included manually abstracted data from 236 U.S. hospitals from 2008 to 2016. PATIENTS We included nonsurgical adult ICU patients who survived their hospitalization and had a functional status documented at ICU admission and hospital discharge. Physical functional status was categorized as fully independent, partially dependent, or fully dependent. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Functional status deterioration occurred in 38,116 patients (29.3%). During the past decade, functional status deterioration increased in each disease category, as well as overall (prevalence rate ratio, 1.15; 95% CI, 1.13-1.17; p < 0.001). Magnitude of functional status deterioration also increased over time (odds ratio, 1.03; 95% CI, 1.03-1.03; p < 0.001) with hematological, sepsis, neurologic, and pulmonary disease categories having the highest odds of severe functional status deterioration. CONCLUSIONS Following nonsurgical critical illness, the prevalence of functional status deterioration and magnitude increased in a nationally representative cohort, despite efforts to reduce ICU dysfunction over the past decade. Identifying the prevalence of functional status deterioration and primary etiologies associated with functional status deterioration will elucidate vital areas for further research and targeted interventions. Reducing ICU debilitation for key disease processes may improve ICU survivor mortality, enhance quality of life, and decrease healthcare utilization.
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