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7 Dynamic Metabolic Changes Measured by Indirect Calorimetry 75
In this phase of mitochondrial metabolic and bioenergetic downregulation, an excessive supply of metabolic substrates may exacerbate cellular damage, as the mitochondria struggle to use these substrates for energy purposes, resulting in increased oxidative damage. Var ious factors contribute to the reduced mitochondrial capacity for oxygen utilization and oxidative phosphorylation, including an excess of inammatory mediators, hormonal function alterations, and reduced production of mitochondrial proteins. This downregulation of mitochondrial function needs consideration when planning energy support in the diverse metabolic phases of critical illness [9] (Fig. 7.1).
Metabolic alterations associated with acute disease are proportionate to the severity of the illness and involve changes in body temperature and heart rate [7]. Essentially, there is a reduction in metabolism in the very early phase of trauma (ebb phase), leading to a catabolic response where the body depletes its stores of glycogen, fat, and muscle in the ow phase. This is followed by a resumption of protein synthesis and replenishment of lean mass in the anabolic phase once critical disease is under control (recovery phase).
In the hyperacute phase of critical or post-traumatic illness, the neuroendocrine response aims to maintain homeostasis, ensuring the survival of the organism. Metabolically, this response is characterized by decreased oxygen consumption, decreased body temperature, and increased urinary nitrogen excretion. This phe­nomenon is hypothesized to be the result of a decrease in mitochondrial function, acting as an adaptive strategy of metabolic hibernation to prevent cell death due to energy substrate overload when mitochondria cannot keep up with energy demand. In patients with sepsis, reduced oxygen utilization by 22–42% was found compared to healthy volunteers. A higher Resting Energy Expenditure (REE) in severe sepsis patients has been associated with higher mortality, supporting the notion that metabolic downregulation might sometimes be adaptive rather than a sign of malfunction.
An important metabolic characteristic of this phase is the hyperglycemic response, directly proportional to the severity of the acute critical event in terms of the extent of the trauma and tissue damage. Early in the ebb phase, liver glycogen stores are used for a period of about 12–24 h, producing an endogenous share of energy from glucose itself. Subsequen tly, glucose synthesis is ensured via a ow of amino acids, lactates, pyruvate, and glycerol, which are utilized for hepatic and renal gluconeogenesis. About 360 g of endogenous glucose, equal to about 1300 kcal, is produced in this phase through gluconeogenesis. Hepatic gluconeogenesis is essen­tial for the supply of glucose to non-insulin-dependent cells such as neurons, erythrocytes, and inammatory cells present in the wound.
Quant
itatively, i
n this phase, lactates are the most important substrates used for gluconeogenesis, while in the following catabolic phase, amino acids of muscle origin are mainly used. Lactates are derived from the anaerobic metabolism of glucose in peripheral tissues and the liver via the cycle of Cori [79].
The hypers
ecretion of glucagon, catecholamines, cortisol, and growth hormone (GH), along with the inammatory reaction generated by cytokines, determines peripheral resistance to insulin, worsening hyperglycemia, and inhibiting anabolism.
76 M. Scarcella et al.
Table 7.1 Factors Inuencing Resting Energy Expenditure (REE)
Increase REE Decrease REE Caucasian ethnicity Female sex Overfeeding Older age Physical exercise, agitation Low lean body mass MV Neuro muscolar blockade Hypertermia Sedation Hypertyroidism Paralysis, coma Metabolic acidosis Low minute volume HR Hypotermia Stress (cortisol, glucagon, norepinephrine) Hypotyroidism Burn injury Metabolic alkalosis Systemic Citrate anticoagulation for CRRT
Legend: CRRT continuous renal replacement
inammation, sepsis Medication: beta- blockers
therapy, HR heart rate, MV mechanical ventilation
The dysfunction of mitochondria in the acute phase of critical illness, during which the organelles are also reduced in number, could explain why exogenous subst rates are not used, furthermore increasing mitochondrial oxidative damage.
After several days, Resting Energy Expenditure (REE) increases again, and as endogenous energy production is simultaneously reduced, the risk of underfeeding increases. This might be
considered the chronic metabolic phase of critical illness.
As a matter of fact, an increase in REE has been demonstrated in both surgical and medical ICU patients, with a maximum REE found about the ninth or tenth day after ICU admission. Clinical data on the course of energy expenditure (EE) during the recovery or convalescence phase of critical illness are scarce and usually derived from studies with a small sample size. When available, measured REE is still signicantly elevated several weeks after ICU admission, as shown in burns, trauma, and sepsis patients, including recently in COVID-19. During this phase, Total Energy Expenditure (TEE) is likely to increase above REE due to increased physical and mental activity, as the focus of treatment shifts toward rehabilitation. Ideally, the patient enters a recovery phase with enhanced anabolism, requiring more substrates. In contrast, the persistent inammation, immunosuppression, and catabolism syn­drome (PICS) may arise in some patients. Metabolically, PICS is characterized by a persistent catabolic state and hormonal disruption leading to anabolic resistance and inammation-induced cachexia [8] (Table 7.1).
However, when the transition into different metabolic phases occurs in individual patients, it is still unidentiable in clinical practice. Because of not only the high variability between patients, but also during the disease in the individual patient, regular measurements of EE by IC could provide a better target for nutrition therapy in the subsequent phases of disease and convalescence.
Indirect calor
imetry is the method that allows to evaluate the energy expenditure
through the measurement of the variations of concentration of oxygen and carbon
7 Dynamic Metabolic Changes Measured by Indirect Calorimetry 77
dioxide in the respiratory gases and to calculate the oxidation of the energy sub­strates (carbohydrates, lipids, proteins).
Calorimetry makes it possible to measuring oxygen consumption (VO tion (VCO
), the heat (or energy) produced by the body in the unit of time.
2
evaluate energy expenditure after calculating, by
= volume/min) and carbon dioxide produc-
2
If we assume that all the oxygen consumed is used by the body to oxidize the energy substrates and that all the carbon dioxide produced is eliminated in the lungs, it is then possible to calculate the energy expenditure (EE) of the individual.
Energy production is therefore calculated by measuring the exchange of respira­tory gases (VO
and VCO2) associated with the oxidation of the four main macro-
2
nutrients: carbohydrates, lipids, proteins, and alcohol. There are two different ways of performing indirect calorimetry. In the so-called Whole Body indirect procedure, the subject is in a closed and ventilated chamber with a constant ow, from which air samples are continuously collected to analyze the concentration of oxygen and carbon dioxide. The difference between the concentration of the two gases inside and outside the room allows for the calculation of the subjects energy expenditure (EE). An alternative method involves collecting the exhaled gases through a mask, a mouthpiece, or a canopythat surrounds the subjects head. In the rst case, only the exhaled gases are collected, while in the second case, the exhaled air is diluted inside the canopyand drawn in by a pump with a constant airow.
and VCO2 are calculated from the subject s pulmonary ventilation (VE) and
VO
2
from the concentrations of O
IC m
and FeCO2).
2
easures r
espiratory gas exchange to estimate energy metabolism. On a
air (FeO
and CO2 in ambient air (FiO2 and FiCO2) and expired
2
cellular level, metabolism entails the production of adenosine triphosphate (ATP), with carbon dioxide (CO
) and water as by-products, by consuming oxygen (O2) and
2
burning substrates such as glucose, free fatty acids, and amino acids. As the energy produced equals the energy consumed, IC measuring O
consumption and CO
2
production represents real-time energy metabolism. Direct calorimetry, in contrast, measures heat production and, therefore, energy production directly, but this method is not feasible in clinical practice, as it requires the patients to be measured inside an
. M
9]
insulated chamber [
oreover, direct calorimetry does not give any meaningful
information as regards the type of substrate used by the body.
IC determin
es REE by measuring oxygen consumption (VO
carbon dioxide production (VCO
, in L/mi n) and subsequently calculates REE
2
, in L/min) and
2
according to the adjusted Weirs equation, based on the caloric values of the oxidation of 1L of O
metabolizing a fat and carbohydrate mixture. The original
2
Weir equation includes urinary nitrogen measurement content representing protein oxidation. However, IC uses an adjusted version of the equation, based on the Haldane transformation, which assumes that nitrogen is physiologically inert, and therefore, the volume of inspired nitrogen must equal the volume of expired nitro­gen. This adjustment excludes the need for urinary measurem ents, which improves feasibility and introduces only a small error up to 1– 2% in nal the REE calculation.
2
78 M. Scarcella et al.
Table 7.2 Caloric yield and respiratory quotient (R/Q) for different macronutrients
REE kcal=dayðÞ= 1:44 × VO2 mL= minðÞ× 3:94½]þ VCO2 mL= minðÞ× 1:11½ð
Nutrient Caloric yield kcal/g R/Q CHO 4.18 1.00 Fat 9.46 0.71 Protein 4.32 0.81
Legend: CHO carbohydrates
]Þ
Furthermore, IC calculates the respiratory quotient (RQ) during the measurement, i.e., the CO
-production to O2-consumption ratio: RQ = VCO2/VO
2
2
The RQ is an indicator of the composition of substrate use. It indicates which macronutrients are being metabolized, specic costs of oxygen and CO
as different energy pathways are used, and
production characterize the single macronutrients.
2
A human RQ of 1.0, 0.8, and 0.7 represents glucose, protein, and fat oxidation, respectively. The physiological range of the RQ is 0.67–1.3; therefore, it can also be used as a quality indicator of the measurement adequacy. The approximate respira­tory quotient of a mixed oral diet is 0.8 (Table 7.2).

REE in Different Clinical Scenarios

In patients with REE. In chronic pathologies, both conditions of hypermetabolism and conditions of hypometabolism have been observed due to metabolic alterations, modications of lean body mass, organ function, and the presence of an inammatory state.
In the postoperative period after uncomplicated surgery, for minor and medium surgery, an increase in basal metabolic rate of about 7% is expected, as an effect of the surgery itself, which cannot be predicted by the equations [10]. Non-septic pancreatitis patients have a 110 ± 11% increase in REE. Sepsis is characterized by a hyperdynamic cardiovascular response in response to infection with a 55 ± 14% increase in REE for sepsis, 24 ± 12% for sepsis syndrome, and 24 ± 2% for septic shock [11]. The oncological pathology inuences the metabolism in a variable way according to the type of tumor, the location, the extension, and the presence of metastases.
or c
As f chronic kidney disease conditions, while other similar studies showed instead a reduction of the metabolism [12]. In diabetes there is a 5–10% increase in the REE due to an increase in the activity of the sympathetic nervous system which is antagonized by antidiabetic drugs [13]. In patients with COPD, there is an increase in energy expenditure related to the severity of the disease due to the increase in respiratory effort and despite the consequent reduction in physical activity [14]
Alterations patients have a much higher basal metabolic rate than anorexic patients, who have a
chronic disease, it is more difcult to establish individual changes in
hronic illnesses, some studies reported an increase in REE in patients with
.
of the basal metabolic rate are also found in eating disorders: obese
7 Dynamic Metabolic Changes Measured by Indirect Calorimetry 79
low REE due to adaptation to fasting, due to the loss of fat and fat mass [15]. In neurological disorders such as Alzheimers disease, Parkinsons disease, Huntingtons disease, and amyotrophic lateral sclerosis, an increase in basal meta­bolic rate has been found due to motor, endocrine, and metabolic abnormalities [
16].
Factors that Inuence Metabolism
Multiple factors have been found to inuence REE: endogenous physiologic changes such as increased temperature, increased minute volume, and increased heart rate all can elevate metabolic rate and increase REE. In addition to these physiological parameters, clinical interventions such as the use of citrate during renal replacement (CRRT) therapy, caloric intake, vasopressor/inotrope use, and/or rehabilitation activity will also increase REE. Metabolism can be minorly reduced (~6.6%) by paralysis and possibly with deep sedation and lower core temperature (hypothermia) if compensating mechanism like shivering are disabled.
The only tool to assess the effect of these ever-evolving modulators of metabo­lism and REE is the use of indirect calorimetry (IC) [17].
The continuous changes in physiology and clinical care of the ICU patient also demand that repeated, longitudinal IC measurements should be performed when any signicant change in clin ical condition (i.e., new infection or surgery) or clinical care of the patient occurs [5].
Increased metabolism is also associated with the use of vasoactive drugs and young age. On the other side, iatrogenic factors such as beta-blockers, analgesics, and sedatives decrease the response and attenuate the hypermetabolism. Other factors that decrease energy expenditure are immobilization, atrophy, loss of lean body mass, and mechanical ventilation. Recent trials have shown that the inuences of CRRT and ECMO methods on indirect calorimetry are not signicant as these are closed systems; therefore, it is not necessary to modify the Weirs formula to take their presence into account However, it must be taken into consideration that CRRT could reduce the value of CO the following balance:
, varying the concentration of bicarbonates, acting on
2
þ H2O $ H2CO3 $ HCO3 þ H
CO
2
þ
Also, continuous hemodialysis systems using citrate (CVVH) can theoretically affect Resting Energy Expenditure (REE) in two different ways: CRRT produces heat loss and immune activation, and the molecules that act as an energy substrate are exchanged inside the lter, in addition to citrate itself [15, 16]. Indirect calorim­etry is, therefore, a tool of fundamental importance, necessary to optimize nutritional therapy in various critical conditions. The ESPEN guidelines suggest gradually increasing exogenous nutritional support to respect the endogenous production of glucose in the early phase of the disease and to avoid overnutrition. Additionally,
80 M. Scarcella et al.
they recommend gradually increasing nutritional support in the late phase to prevent conditions of undernutrition [5]. Recent techno logical developments allow the use of calorimetry in a higher number of patients, both in spontaneous breathing and in mechanical ventilation, effectively improving mortality and morbidity, reducing the risk of under or overfeeding in critically ill patients [18].

Conclusions

Understanding and managing the EE of critically ill patients is paramount for providing effective nutritional support throughout various phases of the disease. The metabolic response to traumatic stress involves distinct phases, such as the ebb phase characterized by reduced metabolism and the ow phase marked by hypermetabolism. IC emerges as a crucial tool to accurately measure EE, especially when considering the poor correlation between measured and predicted EE in critically ill patients using formulaic approaches. Factors inuencing met abolism, such as physiological changes, clinical interventions, and various pathologies, further underscore the need for personalized approaches. IC remains indispensable in assessing the impact of these factors on metabolism. While technological advancements enhance the feasibility of IC, its role in optimizing nutritional therapy, preventing overnutrition or undernutrition, and improving patient outcomes cannot be overstated. In conclusion, a nuanced understanding of the metabolic dynamics in critical illness, coupled with the precise measurement afforded by indirect calorim­etry, is indispensable for tailoring effective nutritional interventions and ultimately improving the prognosis of critically ill patients.

References

1. Corish CA, Kennedy NP. Protein-energy undernutrition in hospital in-patients. Br J Nutr. 2000;83:575–91.
2. Delsoglio M, Achamrah N, Berger MM, et al. Indirect calorimetry Med. 2019;8:1387.
3. Casaer MP, Mesotten D, Hermans G, et al. Early versus late parenteral nutrition in critically ill adults. No Engl J Med. 2011;365:506–17.
4. Moonen HP, Beckers KJ, van Zanten AR. Energy expenditure and indirect calorimetry in critical illness and convalescence: current evidence and practical considerations. J Intensive Care. 2021;9:8.
5. Singer P, Reintam Blaser A, Berger MM, et al. ESPEN guideline on clinical nutrition in the intensive care unit. Clin Nutr. 2019;38(1):48–79.
6. Fraipont V, Preiser JC. Energy estimation and measurement in critically ill patients. J Parent Enter Nutr. 2013;37:705–13.
7.
Das Gupta bedside. Indian J Endocrinol Metab. 2017;21:594–9.
R, Ramachandran R, Venkatesan P, et al. Indirect calorimetry: from bench to
in clinical
practice. J Clin
7 Dynamic Metabolic Changes Measured by Indirect Calorimetry 81
8. Merritt R. Use of indirect calorimetry in critically ill patients. In: ASPEN nutrients support practice man. 2nd ed. Silver Spring: American Society for Parenteral and Enteral Nutrition;
2005. p. 277–80.
9. Oshima T, Berger MM, De Waele E, et al. Indirect calorimetry in nutritional therapy. A position paper by the ICALIC study group. Clin Nutr. 2017;36:651–62.
10. Brandi LS, Oleggini M, Lachi S, et al. Energy metabolism of surgical patients in the early postoperative period: a reappraisal. Crit Care Med. 1988;16:18–22.
11. Kreymann G, Grosser S, Buggisch P, et al. Oxygen consumption and resting metabolic rate in sepsis, sepsis syndrome, and septic shock. Crit Care Med. 1993;21:1012–9.
12. Avesani CM, Draibe SA, Kamimura MA, et al. Decreased resting energy expenditure in non-dialysed chronic kidney disease patients. Nephrol Dial Transplant. 2004;19:3091–7.
13. Huggett RJ, Scott EM, Gilbey SG, et al. Impact of type 2 diabetes mellitus on sympathetic neural mechanisms in hypertension. Circulation. 2003;108:3097– 101.
14. Farooqi N, Carlsson M, Håglin L, et al. Energy expenditure in women and men with COPD. Clin Nutr ESPEN. 2018;28:171–8.
15. Cuerda C, Ruiz A, Velasco C, et al. How accurate are predictive formulas calculating energy expenditure in adolescent patients with anorexia nervosa? Clin Nutr. 2007;26:100–6.
16. Çekici H, Acar TN. Determining energy requirement and evaluating energy expenditure in neurological diseases. Nutr Neurosci. 2020;23:543–53.
17. Faisy C, Gurot E, Diehl JL, et al. Assessment of resting energy expenditure in mechanically ventilated patients. Am J Clin Nutr. 2003;78:241–9.
18. de Koning
MLY, van Zanten ARH. Association of PROtein and CAloric intake and clinical outcomes in adult SEPTic and non-septic ICU patients on prolonged mechanical ventilation: the PROCASEPT retrospective study. JPEN J Parenter Enteral Nutr. 2019;41(5):709–42.
Chapter 8
The Energy Intake: How Much, and at What Time?
Caroline Lauwers, Michael P. Casaer, and Jan Gunst

Introduction

Critically ill patients are usually unable to receive oral feeding. Hence, articial nutrition consisting of macronutrients (carbohydrates, lipids, and protein), electro­lytes, and micronutrients (vitamins and trace elements) needs to be initiated if one wants to avoid prolonged starvation. When discussing energy intake in this chapter, we will focus on non-protein macronutrient intake, since proteins are generally administered to be used as amino acid sources for the synthesis of muscular and other proteins, and not to be used as energy substrates. However, randomized controlled trials (RCTs) have often studied the impact of a combined increase in energy and protein intake in intensive care unit (ICU) patients. We will review recent RCT evidence, pathophysiological mechanisms affected by fasting and feed­ing, as well as future research perspectives.

Nutrition in ICU: Evidence from RCTs

Numerous observational studies have associated a cumulative energy decit through prolonged underfeeding with impaired outcomes of critically ill patients [1, 2]. How­ever,
the clinical implications of such observations remained obscure, since these associations are heavily confounded by illness severity. Indeed, sicker pati ents with a higher intrinsic risk of mortality also tend to tolerate feeding less. In the last decade, several large high-quality RCTs have shown that, in contrast to the expectations, early full feeding did not benet ICU patients and even induced dose-dependent
C. Lauwers · M. P. Casaer · J. Gunst () Clinical Division and Laboratory of Intensive Care Medicine, Department of Cellular and Molecular Medicine, KU Leuven, Leuven, Belgium e-mail: caroline.lauwers@kuleuven.be; michael.casaer@uzleuven.be; jan.gunst@kuleuven.be
© The Author(s), under exclusive license to Springer Nature Switzerland AG 2024 A.
Cotoia et al. (eds.), Nutrition, Metabolism and Kidney Support,
https://doi.org/10.1007/978-3-031-66541-7_8
83
84 C. Lauwers et al.
harm [3, 4]. Indeed, in the adult EPaNIC (N = 4640) and pediatric PEPaNIC (N = 1440) RCTs, withholding parenteral nutrition until 1 week after ICU admission decreased dependency on intensive care as compared with early supplementation of insufcient enteral nutrition with parenteral nutrition [
3–5]. Withholding early
parenteral nutrition, and hence accepting low macronutrient intake in the rst week, reduced the duration of vital organ support and the incidence of new infections
3, 4]. I
[
n critically ill children, the intervention also improved neurodevelopmental outcomes after 2 and 4 years [6, 7]. Theoretically, harm by early parenteral nutrition could be related to the increased feeding dose or to the parenteral route being harmful. In this regard, results from other RCTs suggest that harm is dose-related [5, 810]. Indeed, the Nutrirea-3 RCT (N = 3044) showed that early full feeding provided through either enteral or parenteral nutrition and targeting 25 kcal/kg/d was harmful as compared with low-dose feeding in the rst week in ICU (6 kcal/kg/d)
5]. As in the EPaNIC and PEPaNIC RCTs, early full feeding in the Nutrirea-3 RCT
[ increased dependency on intensive care, with a prolonged need for mechanical ventilation, more liver dysfunction, and a trend toward more infections [5]. Also, the EDEN (N = 1000), PermiT (N = 894), and TARGET (N = 3957) RCTs did not show benet of higher-dose enteral nutrition in critically ill patients as compared with lower doses of enteral nutrition, and some of these RCTs suggested harm on secondary endpoints [
8–10]. Conversely, the CALORIES (N = 2400) and Nutrirea-
2(N = 2410) RCTs, which compared the enteral versus parenteral feeding route for 1 week, with similar feeding doses provided in both arms, did not show clinical harm by the parenteral feeding route [11, 12]. In the Nutrirea-2 RCT, early parenteral nutrition even prevented rare, but potentially life-threatening bowel ischemia in patients with shock as compared with isocaloric enteral nutrition [
12]. Altogether,
recent RCT evidence suggests that providing early full nutritional support is harmful to critically ill patients, regardless of the feeding route. In line with this, a higher nutritional dose through either enteral or parenteral nutrition in the acute phase was associated with progressively more harm in secondary analyses of the EPaNIC and PEPaNIC RCTs [13, 14].
Importantly, the
benecial effects of nutrient restriction in acute critical illness have been solely studied for macronutrient restriction. Prolonged micronutrient restriction may lead to deciencies of essential vitamins, electrolytes, and trace elements, which may go unnoticed, since most micronutrients are not routinely measured, and symptoms of deciencies
are unspeci
c [15]. Moreover, even if asymptomatic in a fasted state, low micronutrient stores increase the risk of poten­tially lethal refeeding syndrome. Indeed, after prolonged starvation, enhanced met­abolic needs and elevated insulin concentrations may unmask previously undiagnosed deciencies in potassium, phosphate, and thiamine, among others
16].
[
There are no established clinical or laboratory criteria for the resultant refeeding syndrome. In the absence of such criteria, recent studies have assessed refeeding complications by the occurrence of refeeding hypophosphatemia, as dened by a phosphate drop of at least 0.16 mmol/L (0.50 mg/dL) to blood concentrations below
0.65 mmol/L (2.01 mg/dL) within 72 h after the start of articial nutrition [1720]. In patients developing refeeding hypophosphatemia, it seems prudent to temporarily
8 The Energy Intake: How Much, and at What Time? 85
decrease or withhold articial nutrition while correcting hypophosphatemia and micronutrient deciencies, since continuing and progressing macronutrient intake in such condition was associated with increased mortality in the Refeeding RCT (N = 339) [ not be predicted by baseline risk factors, including markers of nutritional risk [18]. Since refeeding hypophosphatemia may identify patients who are harmed by increased nutritional support, it may be indicated to closely monitor phosphate concentrations in all patients when articial nutrition is initiated, and to start phosphate supplementation when necessary. At current, however, routine phosphate monitoring is not standard practice in a considerable number of centers [ tantly, in the EPaNIC and PEPaNIC RCTs, phosphate was routinely monitored, and intravenous micronutrients wer e administered early in both randomization groups to avoid refeeding syndrome [3, 21].
17]. Interestingly, the occurrence of refeeding hypophosphatemia could
16]. Impor-
Mechanisms Potentially Explaining the Lack of Benet of Early Full Feeding in RCTs
Experts have attributed the lack of benet of early nutritional support to inclusion of too many patients considered at low nutritional risk, a too high energy-to-protein dose, and absence of indirect calorimetry to guide the energy target [2225]. How­ever, as outlined below, these assumptions are not supported by RCT evidence. Moreover, recent evidence suggests that the lack of benet by full feeding is rather explained by anabolic resistance, as well as suppression of recovery-enhancing processes including autophagy and ketogenesis (Table
8.1)[26].
Inclusion of Too Many Patients Considered at Low Nutritional Risk
Large recent feeding RCTs showing no benefit and even harm by early full nutri­tional support have been criticized for including too many patients deemed at low nutritional risk, which may have obscured a potential benefit in hypothesized high­risk patients [23, 24]. However, subgroup analyses from large RCTs do not support such heterogeneity of treatment, at least not with the studied biomarkers or classi­fications [3, 4, 10, 27, 28]. Indeed, in the EPaNIC and PEPaNIC RCTs, harm by early parenteral nutrition was present in all studied subgroups, including patients with a high nutritional risk score, patients with high or low body-mass index, patients with sepsis upon admission, critically ill neonates, and patients with a surgical contraindication to enteral nutrition [ (N = 517), in which the intervention corresponded to early total parenteral nutrition versus 1 week of relative starvation, the effect size appeared even larger than in the
Moreover, in the latter subgroup
3, 4].