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Ma T, Xu J, Xing W. Raise vigilance against refractory distributive shock due to severe wet beriberi. Am J Med Sci 2023; 365:396-400. [PMID: 36535540 DOI: 10.1016/j.amjms.2022.12.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Revised: 08/05/2022] [Accepted: 12/12/2022] [Indexed: 12/23/2022]
Abstract
Differentiating the type and cause of shock is crucial for intensive care. The rapid aggravation of lactic acidosis in patients often indicates a severe impairment of oxygen uptake in tissues. Herein, we presented a rare case of refractory distributive shock with severe wet beriberi. A 40-year-old male was admitted to the emergency department (ED) with recurrent chest tightness and lower extremity edema. The condition of the patient continued to deteriorate after symptomatic treatments. After several turnovers, the medical history of the patient was requested again and finally obtained. Our emergency management team hypothesized that the thiamine-deficient diet caused an aerobic metabolism disorder in the patient. Overall, we aimed to alert clinicians to unusual causes of distributive shock and further discussed the application of thiamine supplementary therapy in critical care.
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Affiliation(s)
- Tianliang Ma
- Department of Intensive Care Medicine, Third Xiangya Hospital, Central South University, Changsha 410013, China; Department of Orthopedics, Xiangya Hospital, Central South University, Changsha, Hunan, 410008, China; Hunan Engineering Research Center of Biomedical Metal and Ceramic Impants, Xiangya Hospital, Central South University, Changsha, Hunan 410008, China
| | - Jiaqi Xu
- Department of Intensive Care Medicine, Third Xiangya Hospital, Central South University, Changsha 410013, China; Department of Spine Surgery and Orthopaedics, Xiangya Hospital, Central South University, Changsha, China; Key Laboratory of Organ Injury, Aging and Regenerative Medicine of Hunan Province, China
| | - Wei Xing
- Department of Intensive Care Medicine, Third Xiangya Hospital, Central South University, Changsha 410013, China; Sepsis Translational Medicine Key Laboratory of Hunan Province, Central South University, Changsha, Hunan 410078, China.
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2
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Blakeslee PA, Hyrkäs K. Impact of supplemental thiamin on lactate levels in adults with septic shock. Nutr Clin Pract 2023; 38:580-601. [PMID: 36633131 DOI: 10.1002/ncp.10930] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Revised: 09/09/2022] [Accepted: 10/09/2022] [Indexed: 01/13/2023] Open
Abstract
BACKGROUND Elevated lactate levels at 24 h are highly predictive of in-hospital mortality in adults with septic shock. Thiamin is closely involved in carbohydrate metabolism, and in thiamin-deficient states, increased lactic acid levels can be found, exacerbated by critical illness. This integrative literature review focused on the relationship between supplemental thiamin, lactate clearance, and impact on mortality in sepsis. METHODS A search in PubMed, Embase, and CINAHL was conducted for literature published between January 2016 and January 2021. We included observational studies and clinical trials with ≥10 participants. We excluded studies involving pediatric (<18 years old) populations, animal studies, case studies, dropout rate of >20%, nonhospitalized patients, or patients receiving comfort measures only. RESULTS A total of 48 full-text articles were assessed for eligibility, with 15 evaluated for this integrative review. Included were five retrospective, two prospective observational, and eight randomized controlled trials. In almost all retrospective studies, thiamin administration was associated with decreased mortality, and in observational studies, with decreased lactate and improved clinical outcomes. In clinical trials, thiamin with or without vitamin C/hydrocortisone did not impact clinical outcomes or mortality. However, four trials testing intravenous thiamin 200-500 mg two to three times daily for up to 3 days reported improved lactate clearance. CONCLUSIONS Thiamin supplementation may improve lactate clearance when administered in the first 24 h. Those deficient in thiamin may benefit more from supplementation. The combination of thiamin, vitamin C, and/or hydrocortisone may not be advantageous. Lactate reduction in response to thiamin needs further rigorous research.
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Affiliation(s)
- Paul A Blakeslee
- Clinical Nutrition Program, Maine Medical Center, Portland, Maine, USA
| | - Kristiina Hyrkäs
- Center for Nursing Research and Quality Outcomes, Maine Medical Center, Portland, Maine, USA
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Uckun FM, Saeed M, Awili M, Ozercan IH, Qazi S, Lee C, Shibli A, Skolnick AW, Prusmack A, Varon J, Barrera CI, Orhan C, Volk M, Sahin K. Evaluation of the potential of Rejuveinix plus dexamethasone against sepsis. Future Microbiol 2022; 17:1217-1229. [PMID: 36052743 PMCID: PMC9443789 DOI: 10.2217/fmb-2022-0044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Aim: Our main objectives were to compare the effects of Rejuveinix (RJX), dexamethasone (DEX) and their combination on the severity of sepsis and survival outcome in an animal model of fatal sepsis. Methods: We used the LPS plus D-galactosamine mouse model of sepsis to compare the anti-inflammatory activities of RJX, dexamethasone and a combination of RJX plus DEX. Additionally, we examined the clinical feasibility and tolerability of combining RJX with DEX in COVID-19 patients in a clinical phase I study. Data were analyzed using standard methods. Results & conclusion: RJX exhibited potent anti-inflammatory activity in the murine sepsis model. The combination of RJX plus DEX was more effective than either agent alone, decreased the inflammatory cytokine responses and associated organ damage, and improved the survival outcome in mice. In the phase I clinical study, RJX plus DEX was well tolerated by COVID-19 patients.
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Affiliation(s)
- Fatih M Uckun
- Drug Discovery Program, Reven Pharmaceuticals, Westminster, CO 80234, USA.,Department of Developmental Therapeutics, Immunology & Integrative Medicine, Ares Pharmaceuticals, St Paul, MN 55110, USA
| | - Muhammad Saeed
- PRX Research & Dallas Regional Medical Center, Dallas, TX 75149, USA
| | - Mustafa Awili
- PRX Research & Dallas Regional Medical Center, Dallas, TX 75149, USA
| | - Ibrahim H Ozercan
- Department of Pathology Faculty of Medicine, Firat University, Elazig, 23119, Turkey
| | - Sanjive Qazi
- Department of Developmental Therapeutics, Immunology & Integrative Medicine, Ares Pharmaceuticals, St Paul, MN 55110, USA
| | - Cynthia Lee
- Drug Discovery Program, Reven Pharmaceuticals, Westminster, CO 80234, USA
| | - Adeel Shibli
- PRX Research & Dallas Regional Medical Center, Dallas, TX 75149, USA
| | - Alan W Skolnick
- Memorial Hermann Memorial City Medical Center, Houston, TX 77024, USA; HD Research, Bellaire, TX 77401, USA
| | | | - Joseph Varon
- United Memorial Medical Center, Houston, TX 77091, USA
| | | | - Cemal Orhan
- Department of Animal Nutrition, Faculty of Veterinary, Firat University, Elazig, 23119, Turkey
| | - Michael Volk
- Drug Discovery Program, Reven Pharmaceuticals, Westminster, CO 80234, USA
| | - Kazim Sahin
- Department of Animal Nutrition, Faculty of Veterinary, Firat University, Elazig, 23119, Turkey
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Naar L, Hechi MWE, Gallastegi AD, Renne BC, Fawley J, Parks JJ, Mendoza AE, Saillant NN, Velmahos GC, Kaafarani HMA, Lee J. Intensive Care Unit Volume of Sepsis Patients Does Not Affect Mortality: Results of a Nationwide Retrospective Analysis. J Intensive Care Med 2022; 37:728-735. [PMID: 34231406 DOI: 10.1177/08850666211024184] [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] [Indexed: 11/17/2022]
Abstract
BACKGROUND There is little research evaluating outcomes from sepsis in intensive care units (ICUs) with lower sepsis patient volumes as compared to ICUs with higher sepsis patient volumes. Our objective was to compare the outcomes of septic patients admitted to ICUs with different sepsis patient volumes. MATERIALS AND METHODS We included all patients from the eICU-CRD database admitted for the management of sepsis with blood lactate ≥ 2mmol/L within 24 hours of admission. Our primary outcome was ICU mortality. Secondary outcomes included hospital mortality, 30-day ventilator free days, and initiation of renal replacement therapy (RRT). ICUs were grouped in quartiles based on the number of septic patients treated at each unit. RESULTS 10,716 patients were included in our analysis; 272 (2.5%) in low sepsis volume ICUs, 1,078 (10.1%) in medium-low sepsis volume ICUs, 2,608 (24.3%) in medium-high sepsis volume ICUs, and 6,758 (63.1%) in high sepsis volume ICUs. On multivariable analyses, no significant differences were documented regarding ICU and hospital mortality, and ventilator days in patients treated in lower versus higher sepsis volume ICUs. Patients treated at lower sepsis volume ICUs had lower rates of RRT initiation as compared to high volume units (medium-high vs. high: OR = 0.78, 95%CI = 0.66-0.91, P-value = 0.002 and medium-low vs. high: OR = 0.57, 95%CI = 0.44-0.73, P-value < 0.001). CONCLUSION The previously described volume-outcome association in septic patients was not identified in an intensive care setting.
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Affiliation(s)
- Leon Naar
- Division of Trauma, Emergency Surgery & Surgical Critical Care, Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Majed W El Hechi
- Division of Trauma, Emergency Surgery & Surgical Critical Care, Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Ander Dorken Gallastegi
- Division of Trauma, Emergency Surgery & Surgical Critical Care, Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - B Christian Renne
- Division of Trauma, Emergency Surgery & Surgical Critical Care, Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Jason Fawley
- Division of Trauma, Emergency Surgery & Surgical Critical Care, Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Jonathan J Parks
- Division of Trauma, Emergency Surgery & Surgical Critical Care, Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - April E Mendoza
- Division of Trauma, Emergency Surgery & Surgical Critical Care, Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Noelle N Saillant
- Division of Trauma, Emergency Surgery & Surgical Critical Care, Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - George C Velmahos
- Division of Trauma, Emergency Surgery & Surgical Critical Care, Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Haytham M A Kaafarani
- Division of Trauma, Emergency Surgery & Surgical Critical Care, Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Jarone Lee
- Division of Trauma, Emergency Surgery & Surgical Critical Care, Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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5
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Yao R, Zhu Y, Yu Y, Li Z, Wang L, Zheng L, Li J, Huang H, Wu G, Zhu F, Xia Z, Ren C, Yao Y. Combination therapy of thiamine, vitamin C and hydrocortisone in treating patients with sepsis and septic shock: a meta-analysis and trial sequential analysis. BURNS & TRAUMA 2021; 9:tkab040. [PMID: 34901285 PMCID: PMC8660008 DOI: 10.1093/burnst/tkab040] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Revised: 09/12/2021] [Indexed: 12/29/2022]
Abstract
Background The objective of this study was to evaluate the clinical efficacy of thiamine and vitamin C with or without hydrocortisone coadministration on the treatment of sepsis and septic shock. Methods MEDLINE, EMBASE and CENTRAL databases were searched for randomized controlled trials (RCTs) that made a comparative study between the combination therapy of vitamin C and thiamine with or without hydrocortisone and the administration of placebo in patients with sepsis or septic shock. Two reviewers independently performed study selection, data extraction and quality assessment. Both short-term mortality and change in the sequential organ failure assessment (SOFA) score from baseline (delta SOFA) were set as the primary outcomes. Secondary endpoints included intensive care unit (ICU) mortality, new onset of acute kidney injury, total adverse events, ICU and hospital length of stay, duration of vasopressor usage and ventilator-free days. Meanwhile, trial sequential analysis was conducted for primary outcomes. Results Eight RCTs with 1428 patients were included in the current study. The results showed no significant reduction of short-term mortality in sepsis and septic shock patients who received combination therapy of vitamin C and thiamine with or without hydrocortisone compared to those with placebo {risk ratio (RR), 1.02 [95% confidence interval (CI), 0.87 to 1.20], p = 0.81, I2 = 0%; risk difference (RD), 0 [95% CI, −0.04 to 0.05]}. Nevertheless, the combination therapy was associated with significant reduction in SOFA score [mean difference (MD), −0.63, (95% CI, −0.96 to −0.29, p < 0.001, I2 = 0%] and vasopressors duration (MD, −22.11 [95% CI, −30.46 to −13.77], p < 0.001, I2 = 6%). Additionally, there were no statistical differences in the pooled estimate for other outcomes. Conclusions In the current meta-analysis, the combination therapy of vitamin C and thiamine, with or without hydrocortisone had no impact on short-term mortality when compared with placebo, but was associated with significant reduction in SOFA score among patients with sepsis and septic shock.
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Affiliation(s)
- Renqi Yao
- Translational Medicine Research Center, Fourth Medical Center and Medical Innovation Research Division of the Chinese PLA General Hospital, Beijing 100048, China
| | - Yibing Zhu
- Medical Research and Biometrics Center, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100037, China
| | - Yue Yu
- Department of Cardiothoracic Surgery, Changzheng Hospital, Naval Medical University, Shanghai 200003, China
| | - Zhixuan Li
- International Cooperation Laboratory on Signal Transduction, Eastern Hepatobiliary Surgery Institute, Second Military Medical University, Shanghai 200082, China
| | - Lixue Wang
- Translational Medicine Research Center, Fourth Medical Center and Medical Innovation Research Division of the Chinese PLA General Hospital, Beijing 100048, China
| | - Liyu Zheng
- Translational Medicine Research Center, Fourth Medical Center and Medical Innovation Research Division of the Chinese PLA General Hospital, Beijing 100048, China
| | - Jingyan Li
- Translational Medicine Research Center, Fourth Medical Center and Medical Innovation Research Division of the Chinese PLA General Hospital, Beijing 100048, China
| | - Huibin Huang
- Department of Critical Care Medicine, Beijing Tsinghua Chang Gung Hospital, Beijing 102218, China
| | - Guosheng Wu
- Department of Burn Surgery, the First Affiliated Hospital of Naval Medical University, Shanghai 200433, China
| | - Feng Zhu
- Department of Critical Care Medicine, Shanghai East Hospital, Tongji University School of Medicine, Shanghai 200120, China
| | - Zhaofan Xia
- Department of Burn Surgery, the First Affiliated Hospital of Naval Medical University, Shanghai 200433, China
| | - Chao Ren
- Translational Medicine Research Center, Fourth Medical Center and Medical Innovation Research Division of the Chinese PLA General Hospital, Beijing 100048, China
| | - Yongming Yao
- Translational Medicine Research Center, Fourth Medical Center and Medical Innovation Research Division of the Chinese PLA General Hospital, Beijing 100048, China
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6
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McCune TR, Toepp AJ, Sheehan BE, Sherani MSK, Petr ST, Dodani S. High dose intravenous vitamin C treatment in Sepsis: associations with acute kidney injury and mortality. BMC Nephrol 2021; 22:387. [PMID: 34800992 PMCID: PMC8606062 DOI: 10.1186/s12882-021-02599-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2021] [Accepted: 11/03/2021] [Indexed: 01/02/2023] Open
Abstract
Background The effects of vitamin C on clinical outcomes in critically ill patients remain controversial due to inconclusive studies. This retrospective observational cohort study evaluated the effects of vitamin C therapy on acute kidney injury (AKI) and mortality among septic patients. Methods Electronic medical records of 1390 patients from an academic hospital who were categorized as Treatment (received at least one dose of 1.5 g IV vitamin C, n = 212) or Comparison (received no, or less than 1.5 g IV vitamin C, n = 1178) were reviewed. Propensity score matching was conducted to balance a number of covariates between groups. Multivariate logistic regressions were conducted predicting AKI and in-hospital mortality among the full sample and a sub-sample of patients seen in the ICU. Results Data revealed that vitamin C therapy was associated with increases in AKI (OR = 2.07 95% CI [1.46–2.93]) and in-hospital mortality (OR = 1.67 95% CI [1.003–2.78]) after adjusting for demographic and clinical covariates. When stratified to examine ICU patients, vitamin C therapy remained a significant risk factor of AKI (OR = 1.61 95% CI [1.09–2.39]) and provided no protective benefit against mortality (OR = 0.79 95% CI [0.48–1.31]). Conclusion Ongoing use of high dose vitamin C in sepsis should be appraised due to observed associations with AKI and death.
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Affiliation(s)
- Thomas R McCune
- Division of Nephrology, Department of Internal Medicine, Eastern Virginia Medical School, 301 Riverview Ave, Suite 600, Norfolk, Virginia, 23510, USA.
| | - Angela J Toepp
- EVMS-Sentara Healthcare Analytics and Delivery Science Institute, Eastern Virginia Medical School, Norfolk, Virginia, USA.,Department of Internal Medicine, Eastern Virginia Medical School, Norfolk, Virginia, USA
| | - Brynn E Sheehan
- EVMS-Sentara Healthcare Analytics and Delivery Science Institute, Eastern Virginia Medical School, Norfolk, Virginia, USA.,Department of Psychiatry and Behavioral Sciences, Eastern Virginia Medical School, Norfolk, Virginia, USA
| | | | | | - Sunita Dodani
- EVMS-Sentara Healthcare Analytics and Delivery Science Institute, Eastern Virginia Medical School, Norfolk, Virginia, USA.,Division of Cardiology, Department of Internal Medicine, Eastern Virginia Medical School, Norfolk, Virginia, USA
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Krishnan K, Wassermann TB, Tednes P, Bonderski V, Rech MA. Beyond the bundle: Clinical controversies in the management of sepsis in emergency medicine patients. Am J Emerg Med 2021; 51:296-303. [PMID: 34785486 DOI: 10.1016/j.ajem.2021.11.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Revised: 10/29/2021] [Accepted: 11/01/2021] [Indexed: 01/21/2023] Open
Abstract
Sepsis is a condition characterized by life-threatening organ dysfunction caused by a dysregulated host response to infection. The emergency department (ED) serves as a crucial entry point for patients presenting with sepsis. Given the heterogeneous presentation and high mortality rate associated with sepsis and septic shock, several clinical controversies have emerged in the management of sepsis. These include the use of novel therapeutic agents like angiotensin II, hydrocortisone, ascorbic acid, thiamine ("HAT") therapy, and levosimendan, Additionally, controversies with current treatments in vasopressor dosing, and the use of and balanced or unbalanced crystalloid are crucial to consider. The purpose of this review is to discuss clinical controversies in the management of septic patients, including the use of novel medications and dosing strategies, to assist providers in appropriately determining what treatment strategy is best suited for patients.
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Affiliation(s)
- Kavita Krishnan
- Loyola University Chicago, Stritch School of Medicine, Department of Emergency Medicine, Maywood, IL, 60153, United States of America
| | - Travis B Wassermann
- Loyola University Chicago, Stritch School of Medicine, Department of Emergency Medicine, Maywood, IL, 60153, United States of America
| | - Patrick Tednes
- Loyola University Chicago, Stritch School of Medicine, Department of Emergency Medicine, Maywood, IL, 60153, United States of America; Department of Pharmacy, Loyola University Medical Center, Maywood, IL, 60153, United States of America
| | - Veronica Bonderski
- Loyola University Chicago, Stritch School of Medicine, Department of Emergency Medicine, Maywood, IL, 60153, United States of America; Department of Pharmacy, Loyola University Medical Center, Maywood, IL, 60153, United States of America
| | - Megan A Rech
- Loyola University Chicago, Stritch School of Medicine, Department of Emergency Medicine, Maywood, IL, 60153, United States of America; Department of Pharmacy, Loyola University Medical Center, Maywood, IL, 60153, United States of America.
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8
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Sahebnasagh A, Avan R, Monajati M, Hashemi J, Habtemariam S, Negintaji S, Saghafi F. L-carnitine: Searching for New Therapeutic Strategy for Sepsis Management. Curr Med Chem 2021; 29:3300-3323. [PMID: 34789120 DOI: 10.2174/0929867328666211117092345] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Revised: 08/19/2021] [Accepted: 08/21/2021] [Indexed: 11/22/2022]
Abstract
In this review, we discussed the biological targets of carnitine, its effects on immune function, and how L-carnitine supplementation may help critically ill patients. L-carnitine is a potent antioxidant. L-carnitine depletion has been observed in prolonged intensive care unit (ICU) stays, while L-carnitine supplementation has beneficial effects in health promotion and regulation of immunity. It is essential for the uptake of fatty acids into mitochondria. By inhibiting the ubiquitin-proteasome system, down-regulation of apelin receptor in cardiac tissue, and reducing β-oxidation of fatty acid, carnitine may decrease vasopressor requirement in septic shock and improve clinical outcomes of this group of patients. We also have an overview of animal and clinical studies that have been recruited for evaluating the beneficial effects of L-carnitine in the management of sepsis/ septic shock. Additional clinical data are required to evaluate the optimal daily dose and duration of L-carnitine supplementation.
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Affiliation(s)
- Adeleh Sahebnasagh
- Clinical Research Center, Department of Internal Medicine, North Khorasan University of Medical Sciences, Bojnurd. Iran
| | - Razieh Avan
- Department of Clinical Pharmacy, Medical Toxicology and Drug Abuse Research Center (MTDRC), Faculty of Pharmacy, Birjand University of Medical Sciences, Birjand. Iran
| | - Mahila Monajati
- Department of Internal Medicine, Golestan University of Medical Sciences, Gorgan. Iran
| | - Javad Hashemi
- Department of Pathobiology and Laboratory Sciences, School of Medicine, North Khorasan University of Medical Sciences, Bojnurd. Iran
| | - Solomon Habtemariam
- Pharmacognosy Research Laboratories and Herbal Analysis Services, School of Science, University of Greenwich, Central Avenue, Chatham-Maritime, Kent ME4 4TB. United Kingdom
| | - Sina Negintaji
- Student Research Committee, School of Pharmacy, Shahid Sadoughi University of Medical Sciences, Yazd. Iran
| | - Fatemeh Saghafi
- Department of Clinical Pharmacy, Faculty of Pharmacy and Pharmaceutical Sciences Research Center, Shahid Sadoughi University of Medical Sciences, Yazd. Iran
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Byerly S, Maurer LR, Mantero A, Naar L, An G, Kaafarani HMA. Machine Learning and Artificial Intelligence for Surgical Decision Making. Surg Infect (Larchmt) 2021; 22:626-634. [PMID: 34270361 DOI: 10.1089/sur.2021.007] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Background: The use of machine learning (ML) and artificial intelligence (AI) in medical research continues to grow as the amount and availability of clinical data expands. These techniques allow complex interpretation of data and capture non-linear relations not immediately apparent by classic statistical techniques. Methods: This review of the ML/AI literature provides a brief overview for practicing surgeons and clinicians of the current and future roles these methods will have within surgical infection research. Results: A conceptual overview of the techniques is provided along with concrete examples in the surgical infections literature. Further examples of ML/AI techniques in clinical decision support as well as therapy discovery with model-based deep reinforcement learning are illustrated. Conclusions: Artificial intelligence and ML are important and increasingly utilized techniques within the expanding body of surgical infection research. This article provides a minimal baseline literacy in ML/AI to be able to view such projects in an appropriately critical fashion.
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Affiliation(s)
- Saskya Byerly
- Department of Surgery, University of Tennessee Health Science Center, Memphis, Tennessee, USA
| | - Lydia R Maurer
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Alejandro Mantero
- Division of Biostatistics, Department of Public Health Sciences, University of Miami, Miami, Florida, USA
| | - Leon Naar
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, USA
| | - Gary An
- Department of Surgery, University of Vermont, Burlington, Vermont, USA
| | - Haytham M A Kaafarani
- Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, USA
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10
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Abstract
BACKGROUND Sepsis remains a leading cause of death in the critically ill. The combination of thiamine, vitamin C, and hydrocortisone has recently emerged as a potential adjunctive therapy and supportive care for patients with sepsis and septic shock. AREAS OF UNCERTAINTY Several randomized and observational controlled trials evaluated the role of vitamin C in sepsis and septic shock. However, there are variabilities in the findings of these studies that led to a substantial global debate on incorporating vitamin C therapy in clinical practice. DATA SOURCES A PubMed and Embase English language literature search through April 2021 was performed using the following terms: ascorbic acid, vitamin C, corticosteroid, hydrocortisone, thiamine, HAT, sepsis, and shock. Citations, including controlled trials, observational studies, review articles, guidelines, and consensus statements, were reviewed. The risk of bias for each clinical study was systematically evaluated. Relevant clinical data focusing on efficacy, safety, and special considerations regarding the use of vitamin C with and without thiamine and hydrocortisone in sepsis and septic shock were narratively summarized. RESULTS The most commonly used vitamin C dosing in sepsis and septic shock is 1.5 g every 6 hours with and without thiamine and hydrocortisone. Current literature is limited because of heterogeneity in vitamin C regimen used, initiation time, and duration of treatment. This limitation led to variability in outcomes evaluated. Vitamin C decreases proinflammatory mediators and slows the progression of endothelial injury in severe sepsis. There is an inconsistency between randomized controlled trials and observational controlled trials regarding mortality, resolution in organ failure, hospital and intensive care unit length of stay findings with the use of vitamin C in septic shock. Vitamin C seems to be safe in comparison with placebo. CONCLUSIONS Future studies with consistent end points, initiation time with an emphasis on early initiation, and standard vitamin C dosing regimen are needed to determine the overall benefit of vitamin C in sepsis.
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11
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Ream RS, Piole M, Armbrecht ES, Marklin GF, Garrett JS. Whole Blood Thiamine in Organ Donors After the Neurologic Determination of Death. Prog Transplant 2021; 31:257-262. [PMID: 34159868 DOI: 10.1177/15269248211024607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
INTRODUCTION Metabolic resuscitation of organ donors and the attenuation of oxidative stress incurred by organs following brain death and transplantation have the potential to improve organ yield and allograft function. Thiamine (vitamin B1) is a vital coenzyme in both energy metabolism and the production of antioxidants that has not been studied in the donor population. RESEARCH AIM To determine the frequency of subclinical thiamine deficiency in brain-dead organ donors and its correlation with demographics, length of hospitalization, donor management, lactic acidosis, and the requirement for vasoactive support. DESIGN Prospective cohort study of brain-dead donors managed at a single organ procurement organization's organ recovery facility. RESULTS A total 64 donors were enrolled; 24 donors had thiamine levels drawn upon arrival and 40 donors had levels drawn at the time of organ procurement. Whole blood thiamine levels were inversely correlated with the time from death (P = .007) and 20% (8/40) of donors had levels below the normal range at the time of organ procurement. Demographic features of the donor were not associated with thiamine levels although longer hospital stays prior to death were associated with lower levels (P < .05). The presence and resolution of lactic acidosis was not associated with whole blood thiamine level. Higher thiamine levels were associated with earlier discontinuation of vasoactive support (P = .04). DISCUSSION Whole blood thiamine deficiency was not uncommon at the time of organ procurement. Thiamine may be associated with the requirement for hemodynamic support.
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Affiliation(s)
- Robert S Ream
- Division of Pediatric Critical Care, Department of Pediatrics, 7547Saint Louis University, St. Louis, MO, USA
| | - Michelle Piole
- Division of Pediatric Critical Care, Department of Pediatrics, 7547Saint Louis University, St. Louis, MO, USA
| | - Eric S Armbrecht
- Department of Internal Medicine and Center for Outcomes Research, 7547Saint Louis University, St. Louis, MO, USA
| | | | - Jeremy S Garrett
- Division of Pediatric Critical Care, Department of Pediatrics, 7547Saint Louis University, St. Louis, MO, USA
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12
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Li R, Guo C, Li Y, Qin Z, Huang W. Therapeutic targets and signaling mechanisms of vitamin C activity against sepsis: a bioinformatics study. Brief Bioinform 2021; 22:5835559. [PMID: 32393985 PMCID: PMC7454291 DOI: 10.1093/bib/bbaa079] [Citation(s) in RCA: 53] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Revised: 04/16/2020] [Indexed: 12/17/2022] Open
Abstract
Sepsis is a life-threatening complication of pneumonia, including coronavirus disease-2019 (COVID-19)-induced pneumonia. Evidence of the benefits of vitamin C (VC) for the treatment of sepsis is accumulating. However, data revealing the targets and molecular mechanisms of VC action against sepsis are limited. In this report, a bioinformatics analysis of network pharmacology was conducted to demonstrate screening targets, biological functions, and the signaling pathways of VC action against sepsis. As shown in network assays, 63 primary causal targets for the VC action against sepsis were identified from the data, and four optimal core targets for the VC action against sepsis were identified. These core targets were epidermal growth factor receptor (EGFR), mitogen-activated protein kinase-1 (MAPK1), proto-oncogene c (JUN), and signal transducer and activator of transcription-3 (STAT3). In addition, all biological processes (including a top 20) and signaling pathways (including a top 20) potentially involved in the VC action against sepsis were identified. The hub genes potentially involved in the VC action against sepsis and interlaced networks from the Kyoto Encyclopedia of Genes and Genomes Mapper assays were highlighted. Considering all the bioinformatic findings, we conclude that VC antisepsis effects are mechanistically and pharmacologically implicated with suppression of immune dysfunction-related and inflammation-associated functional processes and other signaling pathways. These primary predictive biotargets may potentially be used to treat sepsis in future clinical practice.
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Affiliation(s)
| | | | | | | | - Wenjun Huang
- Corresponding author: Wenjun Huang, Guangxi Key Laboratory of Tumor Immunology and Microenvironmental Regulation, Guilin Medical University, 109 North 2nd Huancheng Road Guilin, Guangxi, Chin. Tel: 0086-773-3680162; E-mail:
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Characterizing the Patients, Hospitals, and Data Quality of the eICU Collaborative Research Database. Crit Care Med 2021; 48:1737-1743. [PMID: 33044284 DOI: 10.1097/ccm.0000000000004633] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
OBJECTIVES The eICU Collaborative Research Database is a publicly available repository of granular data from more than 200,000 ICU admissions. The quantity and variety of its entries hold promise for observational critical care research. We sought to understand better the data available within this resource to guide its future use. DESIGN We conducted a descriptive analysis of the eICU Collaborative Research Database, including patient, practitioner, and hospital characteristics. We investigated the completeness of demographic and hospital data, as well as those values required to calculate an Acute Physiology and Chronic Health Evaluation score. We also assessed the rates of ventilation, intubation, and dialysis, and looked for potential errors in the vital sign data. SETTING American ICUs that participated in the Philips Healthcare eICU program between 2014 and 2015. PATIENTS A total of 139,367 individuals who were admitted to one of the 335 participating ICUs between 2014 and 2015. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Most encounters were from small- and medium-sized hospitals, and managed by nonintensivists. The median ICU length of stay was 1.57 days (interquartile range, 0.82-2.97 d). The median Acute Physiology and Chronic Health Evaluation IV-predicted ICU mortality was 2.2%, with an observed mortality of 5.4%. Rates of ventilation (20-33%), intubation (15-24%), and dialysis (3-5%) varied according to the query method used. Most vital sign readings fell into realistic ranges, with manually curated data less likely to contain implausible results than automatically entered data. CONCLUSIONS Data in the eICU Collaborative Research Database are for the most part complete and plausible. Some ambiguity exists in determining which encounters are associated with various interventions, most notably mechanical ventilation. Caution is warranted in extrapolating findings from the eICU Collaborative Research Database to larger ICUs with higher acuity.
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Kressin C, Pandya K, Woodward BM, Donaldson C, Flannery AH. Ascorbic Acid in the Acute Care Setting. JPEN J Parenter Enteral Nutr 2021; 45:874-881. [PMID: 33675075 DOI: 10.1002/jpen.2102] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
Ascorbic acid (AA) is an essential nutrient with many physiologic roles not limited to the prevention of scurvy. Beyond its role as a supplement, it has gained popularity in the acute care setting as an inexpensive medication for a variety of conditions. Because of limitations with absorption of oral formulations and reduced serum concentrations observed in acute illness, intravenous (IV) administration, and higher doses, may be needed to produce the desired serum concentrations for a particular indication. Following a PubMed search, we reviewed published studies relevant to AA in the acute care setting and summarized the results in a narrative review. In the acute care setting, AA may be used for improved wound healing, improved organ function in sepsis and acute respiratory distress syndrome, faster resolution of vasoplegic shock after cardiac surgery, reduction of resuscitative fluids in severe burn injury, and as an adjunctive analgesic, among other uses. Each indication differs in its level of evidence supporting exogenous administration of AA, but overall, AA was not commonly associated with adverse effects in the identified studies. Use of AA remains an active area of clinical investigation for various indications in the acute care patient population.
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Affiliation(s)
- Christian Kressin
- Acute Care Pharmacy Services, University of Kentucky HealthCare, Lexington, Kentucky, USA
| | - Komal Pandya
- Acute Care Pharmacy Services, University of Kentucky HealthCare, Lexington, Kentucky, USA
| | | | - Chris Donaldson
- Acute Care Pharmacy Services, University of Kentucky HealthCare, Lexington, Kentucky, USA
| | - Alexander H Flannery
- Acute Care Pharmacy Services, University of Kentucky HealthCare, Lexington, Kentucky, USA.,Department of Pharmacy Practice and Science, University of Kentucky College of Pharmacy, Lexington, Kentucky, USA
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15
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Tan L, Xu Q, Li C, Liu J, Shi R. High-Normal Serum Magnesium and Hypermagnesemia Are Associated With Increased 30-Day In-Hospital Mortality: A Retrospective Cohort Study. Front Cardiovasc Med 2021; 8:625133. [PMID: 33644132 PMCID: PMC7902876 DOI: 10.3389/fcvm.2021.625133] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Accepted: 01/04/2021] [Indexed: 11/29/2022] Open
Abstract
Background: Magnesium, the fourth most abundant mineral nutrient in our body, plays a critical role in regulating ion channels and energy generation, intracardiac conduction, and myocardial contraction. In this study, we assessed the association of admission serum magnesium level with all-cause in-hospital mortality in critically ill patients with acute myocardial infarction (AMI). Methods: Clinical data were extracted from the eICU Collaborative Research Database (eICU-CRD). Only the data for the first intensive care unit (ICU) admission of each patient were used, and baseline data were extracted within 24 h after ICU admission. Logistic regression, Cox regression, and subgroup analyses were conducted to determine the relationship between admission serum magnesium level and 30-day in-hospital mortality in ICU patients with AMI. Results: A total of 9,005 eligible patients were included. In the logistic regression analysis, serum magnesium at 2.2 to ≤2.4 and >2.4 mg/dl levels were both significant predictors of all-cause in-hospital mortality in AMI patients. Moreover, serum magnesium of 2.2 to ≤2.4 mg/dl showed higher risk of in-hospital mortality than magnesium of >2.4 mg/dl (adjusted odds ratio, 1.63 vs. 1.39). The Cox regression analysis yielded similar results (adjusted hazard ratio, 1.36 vs. 1.25). Conclusions: High-normal serum magnesium and hypermagnesemia may be useful and easier predictors for 30-day in-hospital mortality in critically ill patients with AMI.
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Affiliation(s)
- Liao Tan
- Department of Cardiology, The Third Xiangya Hospital, Central South University, Changsha, China.,Department of Cardiovascular Medicine, Xiangya Hospital, Central South University, Changsha, China
| | - Qian Xu
- Department of Cardiovascular Surgery, Xiangya Hospital, Central South University, Changsha, China
| | - Chan Li
- Department of Cardiovascular Medicine, Xiangya Hospital, Central South University, Changsha, China
| | - Jie Liu
- Department of Cardiovascular Medicine, Xiangya Hospital, Central South University, Changsha, China
| | - Ruizheng Shi
- Department of Cardiovascular Medicine, Xiangya Hospital, Central South University, Changsha, China
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Uckun FM, Carlson J, Orhan C, Powell J, Pizzimenti NM, van Wyk H, Ozercan IH, Volk M, Sahin K. Rejuveinix Shows a Favorable Clinical Safety Profile in Human Subjects and Exhibits Potent Preclinical Protective Activity in the Lipopolysaccharide-Galactosamine Mouse Model of Acute Respiratory Distress Syndrome and Multi-Organ Failure. Front Pharmacol 2020; 11:594321. [PMID: 33244300 PMCID: PMC7683794 DOI: 10.3389/fphar.2020.594321] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2020] [Accepted: 09/25/2020] [Indexed: 12/22/2022] Open
Abstract
Background: New treatment platforms that can prevent acute respiratory distress syndrome (ARDS) or reduce its mortality rate in high-risk coronavirus disease 2019 (COVID-19) patients, such as those with an underlying cancer, are urgently needed. Rejuveinix (RJX) is an intravenous formulation of anti-oxidants and anti-inflammatory agents. Its active ingredients include ascorbic acid, cyanocobalamin, thiamine hydrochloride, riboflavin 5' phosphate, niacinamide, pyridoxine hydrochloride, and calcium D-pantothenate. RJX is being developed as an anti-inflammatory and anti-oxidant treatment platform for patients with sepsis, including COVID-19 patients with viral sepsis and ARDS. Here, we report its clinical safety profile in a phase 1 clinical study (ClinicalTrials.gov Identifier: NCT03680105) and its potent protective activity in the lipopolysaccharide galactosamine (LPS-GalN) mouse model of ARDS. Methods: A phase 1, double-blind, placebo-controlled, randomized, two-part, ascending dose-escalation study was performed in participating 76 healthy volunteer human subjects in compliance with the ICH (E6) good clinical practice guidelines to evaluate the safety, tolerability, pharmacokinetics, and pharmacodynamics of RJX (Protocol No. RPI003; ClinicalTrials.gov Identifier: NCT03680105). The ability of RJX to prevent fatal shock, ARDS, and multi-organ failure was examined in the well-established LPS-GalN mouse model of sepsis and ARDS. Standard methods were employed for the statistical analysis of data in both studies. Findings: In the phase 1 clinical study, no participant developed serious adverse events (SAEs) or Grade 3-Grade 4 adverse events (AEs) or prematurely discontinued participation in the study. In the non-clinical study, RJX exhibited potent and dose-dependent protective activity, decreased the inflammatory cytokine responses (interleukin-6, tumor necrosis factor alpha, transforming growth factor beta), and improved survival in the LPS-GalN mouse model of sepsis and ARDS. Histopathological examinations showed that RJX attenuated the LPS-GalN induced acute lung injury (ALI) and pulmonary edema as well as liver damage. Conclusion: RJX showed a very favorable safety profile and tolerability in human subjects. It shows potential to favorably affect the clinical course of high-risk COVID-19 by preventing ARDS and its complications.
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Affiliation(s)
- Fatih M. Uckun
- Drug Discovery Program, Reven Pharmaceuticals, Golden, CO, United States
- Department of Developmental Therapeutics, Immunology, and Integrative Medicine, Ares Pharmaceuticals, St. Paul, MN, United States
| | - James Carlson
- Drug Discovery Program, Reven Pharmaceuticals, Golden, CO, United States
| | - Cemal Orhan
- Department of Animal Nutrition, Faculty of Veterinary, Firat University, Elazig, Turkey
| | - Joy Powell
- Drug Discovery Program, Reven Pharmaceuticals, Golden, CO, United States
| | | | - Hendrik van Wyk
- Drug Discovery Program, Reven Pharmaceuticals, Golden, CO, United States
| | - Ibrahim H. Ozercan
- Department of Pathology Faculty of Medicine, Firat University, Elazig, Turkey
| | - Michael Volk
- Drug Discovery Program, Reven Pharmaceuticals, Golden, CO, United States
| | - Kazim Sahin
- Department of Animal Nutrition, Faculty of Veterinary, Firat University, Elazig, Turkey
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