Skip to main content
Top
Published in: Critical Care 1/2020

01-12-2020 | Nutrition | Review

Biomarkers in critical care nutrition

Authors: Christian Stoppe, Sebastian Wendt, Nilesh M. Mehta, Charlene Compher, Jean-Charles Preiser, Daren K. Heyland, Arnold S. Kristof

Published in: Critical Care | Issue 1/2020

Login to get access

Abstract

The goal of nutrition support is to provide the substrates required to match the bioenergetic needs of the patient and promote the net synthesis of macromolecules required for the preservation of lean mass, organ function, and immunity. Contemporary observational studies have exposed the pervasive undernutrition of critically ill patients and its association with adverse clinical outcomes. The intuitive hypothesis is that optimization of nutrition delivery should improve ICU clinical outcomes. It is therefore surprising that multiple large randomized controlled trials have failed to demonstrate the clinical benefit of restoring or maximizing nutrient intake. This may be in part due to the absence of biological markers that identify patients who are most likely to benefit from nutrition interventions and that monitor the effects of nutrition support. Here, we discuss the need for practical risk stratification tools in critical care nutrition, a proposed rationale for targeted biomarker development, and potential approaches that can be adopted for biomarker identification and validation in the field.
Literature
1.
go back to reference Mehta NM, Bechard LJ, Zurakowski D, Duggan CP, Heyland DK. Adequate enteral protein intake is inversely associated with 60-d mortality in critically ill children: a multicenter, prospective, cohort study. Am J Clin Nutr. 2015;102:199–206.PubMedPubMedCentral Mehta NM, Bechard LJ, Zurakowski D, Duggan CP, Heyland DK. Adequate enteral protein intake is inversely associated with 60-d mortality in critically ill children: a multicenter, prospective, cohort study. Am J Clin Nutr. 2015;102:199–206.PubMedPubMedCentral
2.
go back to reference Mehta NM, Bechard LJ, Cahill N, Wang M, Day A, Duggan CP, et al. Nutritional practices and their relationship to clinical outcomes in critically ill children--an international multicenter cohort study*. Crit Care Med. 2012;40:2204–11.PubMedPubMedCentral Mehta NM, Bechard LJ, Cahill N, Wang M, Day A, Duggan CP, et al. Nutritional practices and their relationship to clinical outcomes in critically ill children--an international multicenter cohort study*. Crit Care Med. 2012;40:2204–11.PubMedPubMedCentral
3.
go back to reference Hoffer LJ, Bistrian BR. Appropriate protein provision in critical illness: a systematic and narrative review. Am J Clin Nutr. 2012;96:591–600.PubMed Hoffer LJ, Bistrian BR. Appropriate protein provision in critical illness: a systematic and narrative review. Am J Clin Nutr. 2012;96:591–600.PubMed
4.
go back to reference Heyland DK, Weijs PJ, Coss-Bu JA, Taylor B, Kristof AS, O’Keefe GE, et al. Protein delivery in the intensive care unit: optimal or suboptimal? Nutr Clin Practice. 2017;32:58S–71S. Heyland DK, Weijs PJ, Coss-Bu JA, Taylor B, Kristof AS, O’Keefe GE, et al. Protein delivery in the intensive care unit: optimal or suboptimal? Nutr Clin Practice. 2017;32:58S–71S.
5.
go back to reference Alberda C, Gramlich L, Jones N, Jeejeebhoy K, Day AG, Dhaliwal R, et al. The relationship between nutritional intake and clinical outcomes in critically ill patients: results of an international multicenter observational study. Intensive Care Med. 2009;35:1728–37.PubMed Alberda C, Gramlich L, Jones N, Jeejeebhoy K, Day AG, Dhaliwal R, et al. The relationship between nutritional intake and clinical outcomes in critically ill patients: results of an international multicenter observational study. Intensive Care Med. 2009;35:1728–37.PubMed
6.
go back to reference Wei X, Day AG, Ouellette-Kuntz H, Heyland DK. The association between nutritional adequacy and long-term outcomes in critically ill patients requiring prolonged mechanical ventilation: a multicenter cohort study. Crit Care Med. 2015;43:1569–79.PubMed Wei X, Day AG, Ouellette-Kuntz H, Heyland DK. The association between nutritional adequacy and long-term outcomes in critically ill patients requiring prolonged mechanical ventilation: a multicenter cohort study. Crit Care Med. 2015;43:1569–79.PubMed
7.
go back to reference Heyland DK, Cahill N, Day AG. Optimal amount of calories for critically ill patients: depends on how you slice the cake! Crit Care Med. 2011;39:2619–26.PubMed Heyland DK, Cahill N, Day AG. Optimal amount of calories for critically ill patients: depends on how you slice the cake! Crit Care Med. 2011;39:2619–26.PubMed
8.
go back to reference Heyland DK, Stephens KE, Day AG, McClave SA. The success of enteral nutrition and ICU-acquired infections: a multicenter observational study. Clin Nutr. 2011;30:148–55.PubMed Heyland DK, Stephens KE, Day AG, McClave SA. The success of enteral nutrition and ICU-acquired infections: a multicenter observational study. Clin Nutr. 2011;30:148–55.PubMed
9.
go back to reference Kondrup J, Allison SP, Elia M, Vellas B, Plauth M, Educational, et al. ESPEN guidelines for nutrition screening 2002. Clin Nutr 2003;22:415–421. Kondrup J, Allison SP, Elia M, Vellas B, Plauth M, Educational, et al. ESPEN guidelines for nutrition screening 2002. Clin Nutr 2003;22:415–421.
10.
go back to reference Heyland DK, Dhaliwal R, Jiang X, Day AG. Identifying critically ill patients who benefit the most from nutrition therapy: the development and initial validation of a novel risk assessment tool. Crit Care. 2011;15:R268.PubMedPubMedCentral Heyland DK, Dhaliwal R, Jiang X, Day AG. Identifying critically ill patients who benefit the most from nutrition therapy: the development and initial validation of a novel risk assessment tool. Crit Care. 2011;15:R268.PubMedPubMedCentral
11.
go back to reference Taylor BE, McClave SA, Martindale RG, Warren MM, Johnson DR, Braunschweig C, et al. Guidelines for the provision and assessment of nutrition support therapy in the adult critically ill patient: Society of Critical Care Medicine (SCCM) and American Society for Parenteral and Enteral Nutrition (A.S.P.E.N.). Crit Care Med. 2016;44:390–438. Taylor BE, McClave SA, Martindale RG, Warren MM, Johnson DR, Braunschweig C, et al. Guidelines for the provision and assessment of nutrition support therapy in the adult critically ill patient: Society of Critical Care Medicine (SCCM) and American Society for Parenteral and Enteral Nutrition (A.S.P.E.N.). Crit Care Med. 2016;44:390–438.
12.
go back to reference Singer P, Blaser AR, Berger MM, Alhazzani W, Calder PC, Casaer MP, et al. ESPEN guideline on clinical nutrition in the intensive care unit. Clin Nutr. 2019;38:48–79.PubMed Singer P, Blaser AR, Berger MM, Alhazzani W, Calder PC, Casaer MP, et al. ESPEN guideline on clinical nutrition in the intensive care unit. Clin Nutr. 2019;38:48–79.PubMed
13.
go back to reference Martindale RG, McClave SA, Vanek VW, McCarthy M, Roberts P, Taylor B, et al. Guidelines for the provision and assessment of nutrition support therapy in the adult critically ill patient: Society of Critical Care Medicine and American Society for Parenteral and Enteral Nutrition: executive summary. Crit Care Med. 2009;37:1757–61.PubMed Martindale RG, McClave SA, Vanek VW, McCarthy M, Roberts P, Taylor B, et al. Guidelines for the provision and assessment of nutrition support therapy in the adult critically ill patient: Society of Critical Care Medicine and American Society for Parenteral and Enteral Nutrition: executive summary. Crit Care Med. 2009;37:1757–61.PubMed
14.
go back to reference Heyland DK, Dhaliwal R, Drover JW, Gramlich L, Dodek P, Canadian Critical Care Clinical Practice Guidelines C. Canadian clinical practice guidelines for nutrition support in mechanically ventilated, critically ill adult patients. JPEN J Parenter Enteral Nutr. 2003;27:355–73.PubMed Heyland DK, Dhaliwal R, Drover JW, Gramlich L, Dodek P, Canadian Critical Care Clinical Practice Guidelines C. Canadian clinical practice guidelines for nutrition support in mechanically ventilated, critically ill adult patients. JPEN J Parenter Enteral Nutr. 2003;27:355–73.PubMed
15.
go back to reference Mehta NM, Skillman HE, Irving SY, Coss-Bu JA, Vermilyea S, Farrington EA, et al. Guidelines for the provision and assessment of nutrition support therapy in the pediatric critically ill patient: Society of Critical Care Medicine and American Society for Parenteral and Enteral Nutrition. Pediatric Critical Care Med. 2017;18:675–715. Mehta NM, Skillman HE, Irving SY, Coss-Bu JA, Vermilyea S, Farrington EA, et al. Guidelines for the provision and assessment of nutrition support therapy in the pediatric critically ill patient: Society of Critical Care Medicine and American Society for Parenteral and Enteral Nutrition. Pediatric Critical Care Med. 2017;18:675–715.
16.
go back to reference Arabi YM, Casaer MP, Chapman M, Heyland DK, Ichai C, Marik PE, et al. The intensive care medicine research agenda in nutrition and metabolism. Intensive Care Med. 2017;43:1239–1256. Arabi YM, Casaer MP, Chapman M, Heyland DK, Ichai C, Marik PE, et al. The intensive care medicine research agenda in nutrition and metabolism. Intensive Care Med. 2017;43:1239–1256.
17.
go back to reference Stoppe C, Whitlock R, Arora RC, Heyland DK. Nutrition support in cardiac surgery patients: be calm and feed on! J Thorac Cardiovasc Surg. 2019;158:1103–1108. Stoppe C, Whitlock R, Arora RC, Heyland DK. Nutrition support in cardiac surgery patients: be calm and feed on! J Thorac Cardiovasc Surg. 2019;158:1103–1108.
18.
go back to reference Mehta NM. Parenteral nutrition in critically ill children. N Engl J Med. 2016;374:1190–2.PubMed Mehta NM. Parenteral nutrition in critically ill children. N Engl J Med. 2016;374:1190–2.PubMed
19.
go back to reference Goulet O, Jochum F, Koletzko B. Early or late parenteral nutrition in critically ill children: practical implications of the PEPaNIC trial. Ann Nutr Metab. 2017;70:34–8.PubMed Goulet O, Jochum F, Koletzko B. Early or late parenteral nutrition in critically ill children: practical implications of the PEPaNIC trial. Ann Nutr Metab. 2017;70:34–8.PubMed
20.
go back to reference Zeilstra D, Younes JA, Brummer RJ, Kleerebezem M. Perspective: fundamental limitations of the randomized controlled trial method in nutritional research: the example of probiotics. Adv Nutr. 2018;9:561–71.PubMedPubMedCentral Zeilstra D, Younes JA, Brummer RJ, Kleerebezem M. Perspective: fundamental limitations of the randomized controlled trial method in nutritional research: the example of probiotics. Adv Nutr. 2018;9:561–71.PubMedPubMedCentral
21.
go back to reference Prescott HC, Calfee CS, Thompson BT, Angus DC, Liu VX. Toward smarter lumping and smarter splitting: rethinking strategies for sepsis and acute respiratory distress syndrome clinical trial design. Am J Respir Crit Care Med. 2016;194:147–55.PubMedPubMedCentral Prescott HC, Calfee CS, Thompson BT, Angus DC, Liu VX. Toward smarter lumping and smarter splitting: rethinking strategies for sepsis and acute respiratory distress syndrome clinical trial design. Am J Respir Crit Care Med. 2016;194:147–55.PubMedPubMedCentral
22.
go back to reference Preiser JC, Ichai C, Orban JC, Groeneveld AB. Metabolic response to the stress of critical illness. Br J Anaesth. 2014;113:945–54.PubMed Preiser JC, Ichai C, Orban JC, Groeneveld AB. Metabolic response to the stress of critical illness. Br J Anaesth. 2014;113:945–54.PubMed
23.
go back to reference Hermans G, Casaer MP, Clerckx B, Guiza F, Vanhullebusch T, Derde S, et al. Effect of tolerating macronutrient deficit on the development of intensive-care unit acquired weakness: a subanalysis of the EPaNIC trial. Lancet Respir Med. 2013;1:621–9.PubMed Hermans G, Casaer MP, Clerckx B, Guiza F, Vanhullebusch T, Derde S, et al. Effect of tolerating macronutrient deficit on the development of intensive-care unit acquired weakness: a subanalysis of the EPaNIC trial. Lancet Respir Med. 2013;1:621–9.PubMed
24.
go back to reference Gunst J, Vanhorebeek I, Thiessen SE, Van den Berghe G. Amino acid supplements in critically ill patients. Pharmacol Res. 2017;130:127–131. Gunst J, Vanhorebeek I, Thiessen SE, Van den Berghe G. Amino acid supplements in critically ill patients. Pharmacol Res. 2017;130:127–131.
25.
go back to reference Dancey JE, Dobbin KK, Groshen S, Jessup JM, Hruszkewycz AH, Koehler M, et al. Guidelines for the development and incorporation of biomarker studies in early clinical trials of novel agents. Clin Cancer Res. 2010;16:1745–55.PubMed Dancey JE, Dobbin KK, Groshen S, Jessup JM, Hruszkewycz AH, Koehler M, et al. Guidelines for the development and incorporation of biomarker studies in early clinical trials of novel agents. Clin Cancer Res. 2010;16:1745–55.PubMed
26.
go back to reference De Gruttola VG, Clax P, DeMets DL, Downing GJ, Ellenberg SS, Friedman L, et al. Considerations in the evaluation of surrogate endpoints in clinical trials. Summary of a National Institutes of Health workshop. Control Clin Trials. 2001;22:485–502.PubMed De Gruttola VG, Clax P, DeMets DL, Downing GJ, Ellenberg SS, Friedman L, et al. Considerations in the evaluation of surrogate endpoints in clinical trials. Summary of a National Institutes of Health workshop. Control Clin Trials. 2001;22:485–502.PubMed
27.
go back to reference Heyland DK, Patel J, Bear D, Sacks G, Nixdorf H, Dolan J, et al. The effect of higher protein dosing in critically ill patients: a multicenter registry-based randomized trial: the EFFORT trial. JPEN J Parenter Enteral Nutr. 2019;43:326–34.PubMed Heyland DK, Patel J, Bear D, Sacks G, Nixdorf H, Dolan J, et al. The effect of higher protein dosing in critically ill patients: a multicenter registry-based randomized trial: the EFFORT trial. JPEN J Parenter Enteral Nutr. 2019;43:326–34.PubMed
28.
go back to reference Calfee CS, Delucchi K, Parsons PE, Thompson BT, Ware LB, Matthay MA, et al. Subphenotypes in acute respiratory distress syndrome: latent class analysis of data from two randomised controlled trials. Lancet Respir Med. 2014;2:611–20.PubMedPubMedCentral Calfee CS, Delucchi K, Parsons PE, Thompson BT, Ware LB, Matthay MA, et al. Subphenotypes in acute respiratory distress syndrome: latent class analysis of data from two randomised controlled trials. Lancet Respir Med. 2014;2:611–20.PubMedPubMedCentral
29.
go back to reference Famous KR, Delucchi K, Ware LB, Kangelaris KN, Liu KD, Thompson BT, et al. Acute respiratory distress syndrome subphenotypes respond differently to randomized fluid management strategy. Am J Respir Crit Care Med. 2017;195:331–8.PubMedPubMedCentral Famous KR, Delucchi K, Ware LB, Kangelaris KN, Liu KD, Thompson BT, et al. Acute respiratory distress syndrome subphenotypes respond differently to randomized fluid management strategy. Am J Respir Crit Care Med. 2017;195:331–8.PubMedPubMedCentral
30.
go back to reference Wernerman J, Christopher KB, Annane D, Casaer MP, Coopersmith CM, Deane AM, et al. Metabolic support in the critically ill: a consensus of 19. Crit Care. 2019;23:318.PubMedPubMedCentral Wernerman J, Christopher KB, Annane D, Casaer MP, Coopersmith CM, Deane AM, et al. Metabolic support in the critically ill: a consensus of 19. Crit Care. 2019;23:318.PubMedPubMedCentral
31.
go back to reference Zeisel SH. A conceptual framework for studying and investing in precision nutrition. Front Genet. 2019;10:11. Zeisel SH. A conceptual framework for studying and investing in precision nutrition. Front Genet. 2019;10:11.
32.
go back to reference Rahman A, Hasan RM, Agarwala R, Martin C, Day AG, Heyland DK. Identifying critically-ill patients who will benefit most from nutritional therapy: further validation of the “modified NUTRIC” nutritional risk assessment tool. Clin Nutr. 2016;35:158–62.PubMed Rahman A, Hasan RM, Agarwala R, Martin C, Day AG, Heyland DK. Identifying critically-ill patients who will benefit most from nutritional therapy: further validation of the “modified NUTRIC” nutritional risk assessment tool. Clin Nutr. 2016;35:158–62.PubMed
33.
go back to reference Wischmeyer PE, Hasselmann M, Kummerlen C, Kozar R, Kutsogiannis DJ, Karvellas CJ, et al. A randomized trial of supplemental parenteral nutrition in underweight and overweight critically ill patients: the TOP-UP pilot trial. Crit Care. 2017;21:142.PubMedPubMedCentral Wischmeyer PE, Hasselmann M, Kummerlen C, Kozar R, Kutsogiannis DJ, Karvellas CJ, et al. A randomized trial of supplemental parenteral nutrition in underweight and overweight critically ill patients: the TOP-UP pilot trial. Crit Care. 2017;21:142.PubMedPubMedCentral
34.
go back to reference Arabi YM, Aldawood AS, Al-Dorzi HM, Tamim HM, Haddad SH, Jones G, et al. Permissive underfeeding or standard enteral feeding in high- and low-nutritional-risk critically ill adults. Post hoc analysis of the PermiT Trial. Am J Respir Crit Care Med. 2017;195:652–62.PubMed Arabi YM, Aldawood AS, Al-Dorzi HM, Tamim HM, Haddad SH, Jones G, et al. Permissive underfeeding or standard enteral feeding in high- and low-nutritional-risk critically ill adults. Post hoc analysis of the PermiT Trial. Am J Respir Crit Care Med. 2017;195:652–62.PubMed
35.
go back to reference Millward DJ. Metabolic demands for amino acids and the human dietary requirement: Millward and Rivers (1988) revisited. J Nutr. 1998;128:2563S–76S.PubMed Millward DJ. Metabolic demands for amino acids and the human dietary requirement: Millward and Rivers (1988) revisited. J Nutr. 1998;128:2563S–76S.PubMed
36.
go back to reference Engelen M, Ten Have GAM, Thaden JJ, Deutz NEP. New advances in stable tracer methods to assess whole-body protein and amino acid metabolism. Current Opinion Clin Nutri Metabolic Care. 2019;22:337–46. Engelen M, Ten Have GAM, Thaden JJ, Deutz NEP. New advances in stable tracer methods to assess whole-body protein and amino acid metabolism. Current Opinion Clin Nutri Metabolic Care. 2019;22:337–46.
37.
go back to reference Berg A, Rooyackers O, Bellander BM, Wernerman J. Whole body protein kinetics during hypocaloric and normocaloric feeding in critically ill patients. Crit Care. 2013;17:R158.PubMedPubMedCentral Berg A, Rooyackers O, Bellander BM, Wernerman J. Whole body protein kinetics during hypocaloric and normocaloric feeding in critically ill patients. Crit Care. 2013;17:R158.PubMedPubMedCentral
38.
go back to reference Liebau F, Wernerman J, van Loon LJ, Rooyackers O. Effect of initiating enteral protein feeding on whole-body protein turnover in critically ill patients. Am J Clin Nutr. 2015;101:549–57.PubMed Liebau F, Wernerman J, van Loon LJ, Rooyackers O. Effect of initiating enteral protein feeding on whole-body protein turnover in critically ill patients. Am J Clin Nutr. 2015;101:549–57.PubMed
39.
go back to reference Fullerton BS, Sparks EA, Khan FA, Fisher JG, Anzaldi R, Scoville MR, et al. Whole body protein turnover and net protein balance after pediatric thoracic surgery: a noninvasive single-dose (15) N glycine stable isotope protocol with end-product enrichment. JPEN J Parenter Enteral Nutr. 2018;42:361–70.PubMed Fullerton BS, Sparks EA, Khan FA, Fisher JG, Anzaldi R, Scoville MR, et al. Whole body protein turnover and net protein balance after pediatric thoracic surgery: a noninvasive single-dose (15) N glycine stable isotope protocol with end-product enrichment. JPEN J Parenter Enteral Nutr. 2018;42:361–70.PubMed
40.
go back to reference Millward DJ. Identifying recommended dietary allowances for protein and amino acids: a critique of the 2007 WHO/FAO/UNU report. Br J Nutr. 2012;108(Suppl 2):S3–21.PubMed Millward DJ. Identifying recommended dietary allowances for protein and amino acids: a critique of the 2007 WHO/FAO/UNU report. Br J Nutr. 2012;108(Suppl 2):S3–21.PubMed
41.
go back to reference Hoffer LJ. Human protein and amino acid requirements. JPEN J Parenter Enteral Nutr. 2016;40:460–74.PubMed Hoffer LJ. Human protein and amino acid requirements. JPEN J Parenter Enteral Nutr. 2016;40:460–74.PubMed
42.
go back to reference Rand WM, Pellett PL, Young VR. Meta-analysis of nitrogen balance studies for estimating protein requirements in healthy adults. Am J Clin Nutr. 2003;77:109–27.PubMed Rand WM, Pellett PL, Young VR. Meta-analysis of nitrogen balance studies for estimating protein requirements in healthy adults. Am J Clin Nutr. 2003;77:109–27.PubMed
43.
go back to reference Weijs PJ, Wischmeyer PE. Optimizing energy and protein balance in the ICU. Current Opinion Clin Nutri Metabolic Care. 2013;16:194–201. Weijs PJ, Wischmeyer PE. Optimizing energy and protein balance in the ICU. Current Opinion Clin Nutri Metabolic Care. 2013;16:194–201.
44.
go back to reference Allingstrup MJ, Esmailzadeh N, Wilkens Knudsen A, Espersen K, Hartvig Jensen T, Wiis J, et al. Provision of protein and energy in relation to measured requirements in intensive care patients. Clin Nutr. 2012;31:462–8.PubMed Allingstrup MJ, Esmailzadeh N, Wilkens Knudsen A, Espersen K, Hartvig Jensen T, Wiis J, et al. Provision of protein and energy in relation to measured requirements in intensive care patients. Clin Nutr. 2012;31:462–8.PubMed
45.
go back to reference Coss-Bu JA, Hamilton-Reeves J, Patel JJ, Morris CR, Hurt RT. Protein requirements of the critically ill pediatric patient. Nutri Clin Pract. 2017;32:128S–41S. Coss-Bu JA, Hamilton-Reeves J, Patel JJ, Morris CR, Hurt RT. Protein requirements of the critically ill pediatric patient. Nutri Clin Pract. 2017;32:128S–41S.
46.
go back to reference Bechard LJ, Parrott JS, Mehta NM. Systematic review of the influence of energy and protein intake on protein balance in critically ill children. J Pediatr. 2012;161:333–9 e331.PubMed Bechard LJ, Parrott JS, Mehta NM. Systematic review of the influence of energy and protein intake on protein balance in critically ill children. J Pediatr. 2012;161:333–9 e331.PubMed
47.
go back to reference Allingstrup MJ, Kondrup J, Wiis J, Claudius C, Pedersen UG, Hein-Rasmussen R, et al. Early goal-directed nutrition versus standard of care in adult intensive care patients: the single-centre, randomised, outcome assessor-blinded EAT-ICU trial. Intensive Care Med. 2017;43:1637–47.PubMed Allingstrup MJ, Kondrup J, Wiis J, Claudius C, Pedersen UG, Hein-Rasmussen R, et al. Early goal-directed nutrition versus standard of care in adult intensive care patients: the single-centre, randomised, outcome assessor-blinded EAT-ICU trial. Intensive Care Med. 2017;43:1637–47.PubMed
48.
go back to reference Singer P. High-dose amino acid infusion preserves diuresis and improves nitrogen balance in non-oliguric acute renal failure. Wien Klin Wochenschr. 2007;119:218–22.PubMed Singer P. High-dose amino acid infusion preserves diuresis and improves nitrogen balance in non-oliguric acute renal failure. Wien Klin Wochenschr. 2007;119:218–22.PubMed
49.
go back to reference Dickerson RN, Pitts SL, Maish GO 3rd, Schroeppel TJ, Magnotti LJ, Croce MA, et al. A reappraisal of nitrogen requirements for patients with critical illness and trauma. J Trauma Acute Care Surg. 2012;73:549–57.PubMed Dickerson RN, Pitts SL, Maish GO 3rd, Schroeppel TJ, Magnotti LJ, Croce MA, et al. A reappraisal of nitrogen requirements for patients with critical illness and trauma. J Trauma Acute Care Surg. 2012;73:549–57.PubMed
50.
go back to reference Looijaard W, Molinger J, Weijs PJM. Measuring and monitoring lean body mass in critical illness. Curr Opin Crit Care. 2018;24:241–7.PubMedPubMedCentral Looijaard W, Molinger J, Weijs PJM. Measuring and monitoring lean body mass in critical illness. Curr Opin Crit Care. 2018;24:241–7.PubMedPubMedCentral
51.
go back to reference Bharadwaj S, Ginoya S, Tandon P, Gohel TD, Guirguis J, Vallabh H, et al. Malnutrition: laboratory markers vs nutritional assessment. Gastroenterol Rep (Oxf). 2016;4:272–80. Bharadwaj S, Ginoya S, Tandon P, Gohel TD, Guirguis J, Vallabh H, et al. Malnutrition: laboratory markers vs nutritional assessment. Gastroenterol Rep (Oxf). 2016;4:272–80.
52.
go back to reference Fuhrman MP, Charney P, Mueller CM. Hepatic proteins and nutrition assessment. J Am Diet Assoc. 2004;104:1258–64.PubMed Fuhrman MP, Charney P, Mueller CM. Hepatic proteins and nutrition assessment. J Am Diet Assoc. 2004;104:1258–64.PubMed
53.
go back to reference Ingenbleek Y, Van Den Schrieck HG, De Nayer P, De Visscher M. The role of retinol-binding protein in protein-calorie malnutrition. Metabolism. 1975;24:633–41.PubMed Ingenbleek Y, Van Den Schrieck HG, De Nayer P, De Visscher M. The role of retinol-binding protein in protein-calorie malnutrition. Metabolism. 1975;24:633–41.PubMed
54.
go back to reference Parent B, Seaton M, O’Keefe GE. Biochemical markers of nutrition support in critically ill trauma victims. JPEN J Parenter Enteral Nutr. 2018;42:335–42.PubMed Parent B, Seaton M, O’Keefe GE. Biochemical markers of nutrition support in critically ill trauma victims. JPEN J Parenter Enteral Nutr. 2018;42:335–42.PubMed
55.
go back to reference Breslow MJ, Badawi O. Severity scoring in the critically ill: part 1--interpretation and accuracy of outcome prediction scoring systems. Chest. 2012;141:245–52.PubMed Breslow MJ, Badawi O. Severity scoring in the critically ill: part 1--interpretation and accuracy of outcome prediction scoring systems. Chest. 2012;141:245–52.PubMed
56.
go back to reference Casaer MP, Langouche L, Coudyzer W, Vanbeckevoort D, De Dobbelaer B, Guiza FG, et al. Impact of early parenteral nutrition on muscle and adipose tissue compartments during critical illness. Crit Care Med. 2013;41:2298–309.PubMed Casaer MP, Langouche L, Coudyzer W, Vanbeckevoort D, De Dobbelaer B, Guiza FG, et al. Impact of early parenteral nutrition on muscle and adipose tissue compartments during critical illness. Crit Care Med. 2013;41:2298–309.PubMed
57.
go back to reference Ferrie S, Allman-Farinelli M, Daley M, Smith K. Protein requirements in the critically ill: a randomized controlled trial using parenteral nutrition. JPEN J Parenter Enteral Nutr. 2016;40:795–805.PubMed Ferrie S, Allman-Farinelli M, Daley M, Smith K. Protein requirements in the critically ill: a randomized controlled trial using parenteral nutrition. JPEN J Parenter Enteral Nutr. 2016;40:795–805.PubMed
58.
go back to reference Fetterplace K, Deane AM, Tierney A, Beach LJ, Knight LD, Presneill J, et al. Targeted full energy and protein delivery in critically ill patients: a pilot randomized controlled trial (FEED Trial). JPEN J Parenter Enteral Nutr. 2018;42:1252–62.PubMed Fetterplace K, Deane AM, Tierney A, Beach LJ, Knight LD, Presneill J, et al. Targeted full energy and protein delivery in critically ill patients: a pilot randomized controlled trial (FEED Trial). JPEN J Parenter Enteral Nutr. 2018;42:1252–62.PubMed
59.
go back to reference Denstaedt SJ, Singer BH, Standiford TJ. Sepsis and nosocomial infection: patient characteristics, mechanisms, and modulation. Front Immunol. 2018;9:2446.PubMedPubMedCentral Denstaedt SJ, Singer BH, Standiford TJ. Sepsis and nosocomial infection: patient characteristics, mechanisms, and modulation. Front Immunol. 2018;9:2446.PubMedPubMedCentral
60.
go back to reference Angus DC, van der Poll T. Severe sepsis and septic shock. N Engl J Med. 2013;369:840–51.PubMed Angus DC, van der Poll T. Severe sepsis and septic shock. N Engl J Med. 2013;369:840–51.PubMed
61.
go back to reference Boomer JS, To K, Chang KC, Takasu O, Osborne DF, Walton AH, et al. Immunosuppression in patients who die of sepsis and multiple organ failure. JAMA. 2011;306:2594–605.PubMedPubMedCentral Boomer JS, To K, Chang KC, Takasu O, Osborne DF, Walton AH, et al. Immunosuppression in patients who die of sepsis and multiple organ failure. JAMA. 2011;306:2594–605.PubMedPubMedCentral
62.
go back to reference Walter JM, Ren Z, Yacoub T, Reyfman PA, Shah RD, Abdala-Valencia H, et al. Multidimensional assessment of the host response in mechanically ventilated patients with suspected pneumonia. Am J Respir Crit Care Med. 2019;199:1225–37.PubMedPubMedCentral Walter JM, Ren Z, Yacoub T, Reyfman PA, Shah RD, Abdala-Valencia H, et al. Multidimensional assessment of the host response in mechanically ventilated patients with suspected pneumonia. Am J Respir Crit Care Med. 2019;199:1225–37.PubMedPubMedCentral
63.
go back to reference Stanski NL, Wong HR. Prognostic and predictive enrichment in sepsis. Nat Rev Nephrol. 2020;16:20–31.PubMed Stanski NL, Wong HR. Prognostic and predictive enrichment in sepsis. Nat Rev Nephrol. 2020;16:20–31.PubMed
64.
go back to reference Codere-Maruyama T, Schricker T, Shum-Tim D, Wykes L, Nitschmann E, Guichon C, et al. Hyperinsulinemic-normoglycemic clamp administered together with amino acids induces anabolism after cardiac surgery. Am J Physiol Regul Integr Comp Physiol. 2016;311:R1085–92.PubMed Codere-Maruyama T, Schricker T, Shum-Tim D, Wykes L, Nitschmann E, Guichon C, et al. Hyperinsulinemic-normoglycemic clamp administered together with amino acids induces anabolism after cardiac surgery. Am J Physiol Regul Integr Comp Physiol. 2016;311:R1085–92.PubMed
65.
go back to reference Ware LB. Biomarkers in critical illness: new insights and challenges for the future. Am J Respir Crit Care Med. 2017;196:944–5.PubMed Ware LB. Biomarkers in critical illness: new insights and challenges for the future. Am J Respir Crit Care Med. 2017;196:944–5.PubMed
67.
go back to reference van der Poll T, van de Veerdonk FL, Scicluna BP, Netea MG. The immunopathology of sepsis and potential therapeutic targets. Nat Rev Immunol. 2017;17:407–20.PubMed van der Poll T, van de Veerdonk FL, Scicluna BP, Netea MG. The immunopathology of sepsis and potential therapeutic targets. Nat Rev Immunol. 2017;17:407–20.PubMed
68.
go back to reference Wolfson RL, Sabatini DM. The dawn of the age of amino acid sensors for the mTORC1 pathway. Cell Metab. 2017;26:301–9.PubMedPubMedCentral Wolfson RL, Sabatini DM. The dawn of the age of amino acid sensors for the mTORC1 pathway. Cell Metab. 2017;26:301–9.PubMedPubMedCentral
69.
go back to reference Goberdhan DC, Wilson C, Harris AL. Amino acid sensing by mTORC1: intracellular transporters mark the spot. Cell Metab. 2016;23:580–9.PubMedPubMedCentral Goberdhan DC, Wilson C, Harris AL. Amino acid sensing by mTORC1: intracellular transporters mark the spot. Cell Metab. 2016;23:580–9.PubMedPubMedCentral
70.
go back to reference Gallinetti J, Harputlugil E, Mitchell JR. Amino acid sensing in dietary-restriction-mediated longevity: roles of signal-transducing kinases GCN2 and TOR. BiochemJ. 2013;449:1–10. Gallinetti J, Harputlugil E, Mitchell JR. Amino acid sensing in dietary-restriction-mediated longevity: roles of signal-transducing kinases GCN2 and TOR. BiochemJ. 2013;449:1–10.
71.
go back to reference Anthony TG, McDaniel BJ, Byerley RL, McGrath BC, Cavener DR, McNurlan MA, et al. Preservation of liver protein synthesis during dietary leucine deprivation occurs at the expense of skeletal muscle mass in mice deleted for eIF2 kinase GCN2. J Biol Chem. 2004;279:36553–61.PubMed Anthony TG, McDaniel BJ, Byerley RL, McGrath BC, Cavener DR, McNurlan MA, et al. Preservation of liver protein synthesis during dietary leucine deprivation occurs at the expense of skeletal muscle mass in mice deleted for eIF2 kinase GCN2. J Biol Chem. 2004;279:36553–61.PubMed
72.
go back to reference Swendseid ME, Griffith WH, Tuttle SG. The effect of a low protein diet on the ratio of essential to nonessential amino acids in blood plasma. Metabolism. 1963;12:96–7.PubMed Swendseid ME, Griffith WH, Tuttle SG. The effect of a low protein diet on the ratio of essential to nonessential amino acids in blood plasma. Metabolism. 1963;12:96–7.PubMed
73.
go back to reference Fujita Y, Yoshimura Y, Inoue G. Effect of low-protein diets on free amino acids in plasma of young men: effect of protein quality with maintenance or excess energy intake. J Nutr Sci Vitaminol (Tokyo). 1978;24:297–309. Fujita Y, Yoshimura Y, Inoue G. Effect of low-protein diets on free amino acids in plasma of young men: effect of protein quality with maintenance or excess energy intake. J Nutr Sci Vitaminol (Tokyo). 1978;24:297–309.
74.
go back to reference Kimball SR, Gordon BS, Moyer JE, Dennis MD, Jefferson LS. Leucine induced dephosphorylation of Sestrin2 promotes mTORC1 activation. Cell Signal. 2016;28:896–906.PubMedPubMedCentral Kimball SR, Gordon BS, Moyer JE, Dennis MD, Jefferson LS. Leucine induced dephosphorylation of Sestrin2 promotes mTORC1 activation. Cell Signal. 2016;28:896–906.PubMedPubMedCentral
75.
go back to reference Ananieva EA, Powell JD, Hutson SM. Leucine metabolism in T cell activation: mTOR signaling and beyond. Adv Nutr. 2016;7:798S–805S.PubMedPubMedCentral Ananieva EA, Powell JD, Hutson SM. Leucine metabolism in T cell activation: mTOR signaling and beyond. Adv Nutr. 2016;7:798S–805S.PubMedPubMedCentral
76.
go back to reference Pollizzi KN, Powell JD. Integrating canonical and metabolic signalling programmes in the regulation of T cell responses. Nat Rev Immunol. 2014;14:435–46.PubMedPubMedCentral Pollizzi KN, Powell JD. Integrating canonical and metabolic signalling programmes in the regulation of T cell responses. Nat Rev Immunol. 2014;14:435–46.PubMedPubMedCentral
77.
go back to reference Sinclair LV, Rolf J, Emslie E, Shi YB, Taylor PM, Cantrell DA. Control of amino-acid transport by antigen receptors coordinates the metabolic reprogramming essential for T cell differentiation. Nat Immunol. 2013;14:500–8.PubMedPubMedCentral Sinclair LV, Rolf J, Emslie E, Shi YB, Taylor PM, Cantrell DA. Control of amino-acid transport by antigen receptors coordinates the metabolic reprogramming essential for T cell differentiation. Nat Immunol. 2013;14:500–8.PubMedPubMedCentral
78.
go back to reference Norata GD, Caligiuri G, Chavakis T, Matarese G, Netea MG, Nicoletti A, et al. The cellular and molecular basis of translational immunometabolism. Immunity. 2015;43:421–34.PubMed Norata GD, Caligiuri G, Chavakis T, Matarese G, Netea MG, Nicoletti A, et al. The cellular and molecular basis of translational immunometabolism. Immunity. 2015;43:421–34.PubMed
79.
go back to reference Mills EL, Kelly B, O’Neill LAJ. Mitochondria are the powerhouses of immunity. Nat Immunol. 2017;18:488–98.PubMed Mills EL, Kelly B, O’Neill LAJ. Mitochondria are the powerhouses of immunity. Nat Immunol. 2017;18:488–98.PubMed
80.
go back to reference Wang E. Understanding genomic alterations in cancer genomes using an integrative network approach. Cancer Lett. 2013;340:261–9.PubMed Wang E. Understanding genomic alterations in cancer genomes using an integrative network approach. Cancer Lett. 2013;340:261–9.PubMed
81.
go back to reference Lee E, Chuang HY, Kim JW, Ideker T, Lee D. Inferring pathway activity toward precise disease classification. PLoS Comput Biol. 2008;4:e1000217.PubMedPubMedCentral Lee E, Chuang HY, Kim JW, Ideker T, Lee D. Inferring pathway activity toward precise disease classification. PLoS Comput Biol. 2008;4:e1000217.PubMedPubMedCentral
82.
go back to reference Dai X, Hua T, Hong T. Integrated diagnostic network construction reveals a 4-gene panel and 5 cancer hallmarks driving breast cancer heterogeneity. Sci Rep. 2017;7:6827.PubMedPubMedCentral Dai X, Hua T, Hong T. Integrated diagnostic network construction reveals a 4-gene panel and 5 cancer hallmarks driving breast cancer heterogeneity. Sci Rep. 2017;7:6827.PubMedPubMedCentral
83.
go back to reference Urquidi V, Goodison S, Cai Y, Sun Y, Rosser CJ. A candidate molecular biomarker panel for the detection of bladder cancer. Cancer Epidemiol Biomark Prev. 2012;21:2149–58. Urquidi V, Goodison S, Cai Y, Sun Y, Rosser CJ. A candidate molecular biomarker panel for the detection of bladder cancer. Cancer Epidemiol Biomark Prev. 2012;21:2149–58.
84.
go back to reference Carcillo JA, Berg RA, Wessel D, Pollack M, Meert K, Hall M, et al. A multicenter network assessment of three inflammation phenotypes in pediatric sepsis-induced multiple organ failure. Pediatric Critical Care Med. 2019;20:1137–46. Carcillo JA, Berg RA, Wessel D, Pollack M, Meert K, Hall M, et al. A multicenter network assessment of three inflammation phenotypes in pediatric sepsis-induced multiple organ failure. Pediatric Critical Care Med. 2019;20:1137–46.
85.
go back to reference Conway SR, Wong HR. Biomarker panels in critical care. Crit Care Clin. 2020;36:89–104.PubMed Conway SR, Wong HR. Biomarker panels in critical care. Crit Care Clin. 2020;36:89–104.PubMed
86.
go back to reference Alyass A, Turcotte M, Meyre D. From big data analysis to personalized medicine for all: challenges and opportunities. BMC Med Genet. 2015;8:33. Alyass A, Turcotte M, Meyre D. From big data analysis to personalized medicine for all: challenges and opportunities. BMC Med Genet. 2015;8:33.
87.
go back to reference Bakker OB, Aguirre-Gamboa R, Sanna S, Oosting M, Smeekens SP, Jaeger M, et al. Integration of multi-omics data and deep phenotyping enables prediction of cytokine responses. Nat Immunol. 2018;19:776–86.PubMedPubMedCentral Bakker OB, Aguirre-Gamboa R, Sanna S, Oosting M, Smeekens SP, Jaeger M, et al. Integration of multi-omics data and deep phenotyping enables prediction of cytokine responses. Nat Immunol. 2018;19:776–86.PubMedPubMedCentral
88.
go back to reference van der Heijden C, Noz MP, Joosten LAB, Netea MG, Riksen NP, Keating ST. Epigenetics and trained immunity. Antioxid Redox Signal. 2018;29:1023–40.PubMedPubMedCentral van der Heijden C, Noz MP, Joosten LAB, Netea MG, Riksen NP, Keating ST. Epigenetics and trained immunity. Antioxid Redox Signal. 2018;29:1023–40.PubMedPubMedCentral
89.
go back to reference Man M, Close SL, Shaw AD, Bernard GR, Douglas IS, Kaner RJ, et al. Beyond single-marker analyses: mining whole genome scans for insights into treatment responses in severe sepsis. Pharmacogenomics J. 2013;13:218–26.PubMed Man M, Close SL, Shaw AD, Bernard GR, Douglas IS, Kaner RJ, et al. Beyond single-marker analyses: mining whole genome scans for insights into treatment responses in severe sepsis. Pharmacogenomics J. 2013;13:218–26.PubMed
91.
go back to reference Phan AT, Goldrath AW, Glass CK. Metabolic and epigenetic coordination of T cell and macrophage immunity. Immunity. 2017;46:714–29.PubMedPubMedCentral Phan AT, Goldrath AW, Glass CK. Metabolic and epigenetic coordination of T cell and macrophage immunity. Immunity. 2017;46:714–29.PubMedPubMedCentral
92.
go back to reference Dirks RA, Stunnenberg HG, Marks H. Genome-wide epigenomic profiling for biomarker discovery. Clin Epigenetics. 2016;8:122.PubMedPubMedCentral Dirks RA, Stunnenberg HG, Marks H. Genome-wide epigenomic profiling for biomarker discovery. Clin Epigenetics. 2016;8:122.PubMedPubMedCentral
93.
go back to reference Carter AC, Chang HY, Church G, Dombkowski A, Ecker JR, Gil E, et al. Challenges and recommendations for epigenomics in precision health. Nat Biotechnol. 2017;35:1128–32.PubMedPubMedCentral Carter AC, Chang HY, Church G, Dombkowski A, Ecker JR, Gil E, et al. Challenges and recommendations for epigenomics in precision health. Nat Biotechnol. 2017;35:1128–32.PubMedPubMedCentral
94.
go back to reference Christopher KB. Nutritional metabolomics in critical illness. Curr Opinion Clin Nutr Metabolic Care. 2018;21:121–5. Christopher KB. Nutritional metabolomics in critical illness. Curr Opinion Clin Nutr Metabolic Care. 2018;21:121–5.
95.
go back to reference Wischmeyer PE, McDonald D, Knight R. Role of the microbiome, probiotics, and ‘dysbiosis therapy’ in critical illness. Curr Opin Crit Care. 2016;22:347–53.PubMedPubMedCentral Wischmeyer PE, McDonald D, Knight R. Role of the microbiome, probiotics, and ‘dysbiosis therapy’ in critical illness. Curr Opin Crit Care. 2016;22:347–53.PubMedPubMedCentral
96.
go back to reference McDonald D, Ackermann G, Khailova L, Baird C, Heyland D, Kozar R, et al. Extreme dysbiosis of the microbiome in critical illness. mSphere. 2016;1:1–6. McDonald D, Ackermann G, Khailova L, Baird C, Heyland D, Kozar R, et al. Extreme dysbiosis of the microbiome in critical illness. mSphere. 2016;1:1–6.
97.
go back to reference Lamarche D, Johnstone J, Zytaruk N, Clarke F, Hand L, Loukov D, et al. Microbial dysbiosis and mortality during mechanical ventilation: a prospective observational study. Respir Res. 2018;19:245.PubMedPubMedCentral Lamarche D, Johnstone J, Zytaruk N, Clarke F, Hand L, Loukov D, et al. Microbial dysbiosis and mortality during mechanical ventilation: a prospective observational study. Respir Res. 2018;19:245.PubMedPubMedCentral
98.
go back to reference Oami T, Chihade DB, Coopersmith CM. The microbiome and nutrition in critical illness. Curr Opin Crit Care. 2019;25:145–9.PubMedPubMedCentral Oami T, Chihade DB, Coopersmith CM. The microbiome and nutrition in critical illness. Curr Opin Crit Care. 2019;25:145–9.PubMedPubMedCentral
99.
go back to reference Azoulay E, Vincent JL, Angus DC, Arabi YM, Brochard L, Brett SJ, et al. Recovery after critical illness: putting the puzzle together-a consensus of 29. Crit Care. 2017;21:296.PubMedPubMedCentral Azoulay E, Vincent JL, Angus DC, Arabi YM, Brochard L, Brett SJ, et al. Recovery after critical illness: putting the puzzle together-a consensus of 29. Crit Care. 2017;21:296.PubMedPubMedCentral
100.
go back to reference Formenti P, Umbrello M, Coppola S, Froio S, Chiumello D. Clinical review: peripheral muscular ultrasound in the ICU. Ann Intensive Care. 2019;9:57.PubMedPubMedCentral Formenti P, Umbrello M, Coppola S, Froio S, Chiumello D. Clinical review: peripheral muscular ultrasound in the ICU. Ann Intensive Care. 2019;9:57.PubMedPubMedCentral
101.
go back to reference Thibault R, Makhlouf AM, Mulliez A, Cristina Gonzalez M, Kekstas G, Kozjek NR, et al. Fat-free mass at admission predicts 28-day mortality in intensive care unit patients: the international prospective observational study Phase Angle Project. Intensive Care Med. 2016;42:1445–53.PubMed Thibault R, Makhlouf AM, Mulliez A, Cristina Gonzalez M, Kekstas G, Kozjek NR, et al. Fat-free mass at admission predicts 28-day mortality in intensive care unit patients: the international prospective observational study Phase Angle Project. Intensive Care Med. 2016;42:1445–53.PubMed
102.
go back to reference Hernandez-Socorro CR, Saavedra P, Lopez-Fernandez JC, Ruiz-Santana S. Assessment of muscle wasting in long-stay ICU patients using a new ultrasound protocol. Nutrients. 2018;10. Hernandez-Socorro CR, Saavedra P, Lopez-Fernandez JC, Ruiz-Santana S. Assessment of muscle wasting in long-stay ICU patients using a new ultrasound protocol. Nutrients. 2018;10.
103.
go back to reference Heyland DK, Day A, Clarke GJ, Hough CT, Files DC, Mourtzakis M, et al. Nutrition and Exercise in Critical Illness Trial (NEXIS Trial): a protocol of a multicentred, randomised controlled trial of combined cycle ergometry and amino acid supplementation commenced early during critical illness. BMJ Open. 2019;9:e027893.PubMedPubMedCentral Heyland DK, Day A, Clarke GJ, Hough CT, Files DC, Mourtzakis M, et al. Nutrition and Exercise in Critical Illness Trial (NEXIS Trial): a protocol of a multicentred, randomised controlled trial of combined cycle ergometry and amino acid supplementation commenced early during critical illness. BMJ Open. 2019;9:e027893.PubMedPubMedCentral
104.
go back to reference Stoppe C, McDonald B, Rex S, Manzanares W, Whitlock R, Fremes S, et al. SodiUm SeleniTe Adminstration IN Cardiac Surgery (SUSTAIN CSX-trial): study design of an international multicenter randomized double-blinded controlled trial of high dose sodium-selenite administration in high-risk cardiac surgical patients. Trials. 2014;15:339. Stoppe C, McDonald B, Rex S, Manzanares W, Whitlock R, Fremes S, et al. SodiUm SeleniTe Adminstration IN Cardiac Surgery (SUSTAIN CSX-trial): study design of an international multicenter randomized double-blinded controlled trial of high dose sodium-selenite administration in high-risk cardiac surgical patients. Trials. 2014;15:339.
105.
go back to reference Renfro LA, Mallick H, An MW, Sargent DJ, Mandrekar SJ. Clinical trial designs incorporating predictive biomarkers. Cancer Treat Rev. 2016;43:74–82.PubMedPubMedCentral Renfro LA, Mallick H, An MW, Sargent DJ, Mandrekar SJ. Clinical trial designs incorporating predictive biomarkers. Cancer Treat Rev. 2016;43:74–82.PubMedPubMedCentral
106.
go back to reference Buyse M, Sargent DJ, Grothey A, Matheson A, de Gramont A. Biomarkers and surrogate end points--the challenge of statistical validation. Nat Rev Clin Oncol. 2010;7:309–17.PubMed Buyse M, Sargent DJ, Grothey A, Matheson A, de Gramont A. Biomarkers and surrogate end points--the challenge of statistical validation. Nat Rev Clin Oncol. 2010;7:309–17.PubMed
107.
go back to reference Kirkham JJ, Gargon E, Clarke M, Williamson PR. Can a core outcome set improve the quality of systematic reviews?--a survey of the co-ordinating editors of Cochrane Review Groups. Trials. 2013;14:21.PubMedPubMedCentral Kirkham JJ, Gargon E, Clarke M, Williamson PR. Can a core outcome set improve the quality of systematic reviews?--a survey of the co-ordinating editors of Cochrane Review Groups. Trials. 2013;14:21.PubMedPubMedCentral
108.
go back to reference Ludwig DS, Ebbeling CB, Heymsfield SB. Improving the quality of dietary research. JAMA. 2019;322:1549–50. Ludwig DS, Ebbeling CB, Heymsfield SB. Improving the quality of dietary research. JAMA. 2019;322:1549–50.
Metadata
Title
Biomarkers in critical care nutrition
Authors
Christian Stoppe
Sebastian Wendt
Nilesh M. Mehta
Charlene Compher
Jean-Charles Preiser
Daren K. Heyland
Arnold S. Kristof
Publication date
01-12-2020
Publisher
BioMed Central
Published in
Critical Care / Issue 1/2020
Electronic ISSN: 1364-8535
DOI
https://doi.org/10.1186/s13054-020-03208-7

Other articles of this Issue 1/2020

Critical Care 1/2020 Go to the issue