Abstract
Background:
Phytosterols in soybean oil (SO) lipids likely contribute to parenteral nutrition-associated liver disease (PNALD) in infants. No characterization of phytosterol metabolism has been done in infants receiving SO lipids.
Methods:
In a prospective cohort study, 45 neonates (36 SO lipid vs. 9 control) underwent serial blood sample measurements of sitosterol, campesterol, and stigmasterol. Mathematical modeling was used to determine pharmacokinetic parameters of phytosterol metabolism and phytosterol exposure.
Results:
Compared to controls, SO lipid-exposed infants had significantly higher levels of sitosterol and campesterol (P < 0.01). During SO lipid infusion, sitosterol and campesterol reached half of steady-state plasma levels within 1.5 and 0.8 d, respectively. Steady-state level was highest for sitosterol (1.68 mg/dl), followed by campesterol (0.98 mg/dl), and lowest for stigmasterol (0.01 mg/dl). Infants born < 28 wk gestational age had higher sitosterol steady-state levels (P = 0.03) and higher area under the curve for sitosterol (P = 0.03) during the first 5 d of SO lipid (AUC5) than infants born ≥ 28 wk gestational age.
Conclusion:
Phytosterols in SO lipid accumulate rapidly in neonates. Very preterm infants receiving SO lipid have higher sitosterol exposure, and may have poorly developed mechanisms of eliminating phytosterols that may contribute to their vulnerability to PNALD.
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Main
Parenteral nutrition-associated liver disease (PNALD) is a well-known complication of parenteral nutrition (PN) in critically ill neonates. While early institution of PN improves growth and long-term neurodevelopmental outcome (1,2), prolonged exposure can lead to potentially devastating, irreversible liver injury (3). Preterm infants are especially vulnerable and are among those at highest risk for severe cholestasis and death (4,5). This serious complication is strongly associated with the dose and duration of parenteral lipids, and plant sterols (phytosterols) in soybean oil (SO) lipid emulsions may contribute to PNALD (6,7). Phytosterols are naturally occurring steroid alcohols unique to plants and components of cell membranes, similar to cholesterol in mammalian species. In animal and in vitro models, phytosterols induce cholestasis (8), cause direct hepatocyte damage (9,10), and antagonize nuclear receptors critical for hepato-protection against bile acid injury and elimination of phytosterols (10,11).
SO lipid emulsions, rich in phytosterols, are the only lipid emulsions approved by the US Food and Drug Administration (12). However, the content of phytosterols in SO lipids are not regulated or reported in formulations. Intravenous administration of SO lipid bypasses protective mechanisms that prevent against phytosterol accumulation in the body. Under normal conditions, intestinal and hepatic ABCG5/G8 transporters are integral for phytosterol elimination. Intestinal ABCG5/G8 transporters excrete dietary plant sterols into the intestinal lumen to prevent more than 95% of ingested phytosterols from entering the circulation, and the small amounts allowed entry are then excreted by hepatic ABCG5/G8 into the biliary tract (13). Direct intravenous entry of phytosterols into the circulation will increase hepatic exposure to these potential toxins and challenge normal mechanisms of excretion. The ability of neonates to manage phytosterols in intravenous SO lipid is unknown.
Despite the frequent use of PN, there are no data regarding the kinetics of plant sterol accumulation in humans receiving phytosterol-enriched lipid emulsions. These data are particularly important in preterm and critically ill neonates who are most susceptible to PNALD. We conducted this prospective cohort study to determine the kinetics of phytosterol accumulation in infants receiving SO lipid (Intralipid, Fresenius Kabi, Uppsala, Sweden). We hypothesized that plasma phytosterol concentrations increase during SO lipid infusion, and that the kinetics of phytosterol metabolism and exposure to phytosterols during SO lipid infusion are influenced by gestational age.
Results
Study Population and Demographics
Of the 56 eligible infants, 36 neonates received SO lipid and 9 control neonates who did not receive SO lipid were enrolled. Eleven screened subjects were excluded from study participation (parenteral refusal, n = 2; genetic or chromosomal defects, n = 4; metabolic disorder, n = 3; received SO lipid for < 5 d, n = 2). The median gestational age and birth weight for study participants was 33.1 wk (IQR 29.6–36) and 1.79 kg (IQR 1.22–2.54), respectively. Demographic and clinical characteristics for SO lipid-exposed and control groups are shown in Table 1 . Compared to controls, SO lipid-exposed infants were significantly smaller at birth, more frequently admitted with a diagnosis of prematurity, and had longer duration of hospitalization. As expected, the control group had earlier initiation of enteral feeds (day 1 (IQR 1-1) vs. day 6 (IQR 2–14), control vs. SO lipid-exposed respectively, P < 0.01), and reached full enteral feeds sooner (day 5 (IQR 4–6) vs. day 18 (IQR 10–26), control vs. SO lipid-exposed respectively, P < 0.01). Sterol concentrations in SO lipid are shown in Table 2 , and SO lipid and phytosterol intake of infants in the SO lipid-exposed group are shown in Table 3 .
SO Lipid-Exposed vs. Control
Higher plasma phytosterol concentrations were seen in infants who received SO lipid compared to control infants who did not receive SO lipid. Compared to the control group, SO lipid-exposed infants had significantly higher maximum levels for sitosterol (2.78 mg/dl (IQR 1.94–4.17) vs. 0.01 mg/dl (IQR 0.01–0.01), P < 0.01) and campesterol (2.42 mg/dl (IQR 1.34–4.31) vs. 0.34 (IQR 0.26–1.13), P < 0.01). Although maximum stigmasterol trended higher in the SO lipid-exposed group, this did not reach statistical significance (0.40 mg/dl (IQR 0.01–0.70) vs. 0.01 mg/dl (IQR 0.01–0.01), P = 0.06). Among the SO lipid-exposed, four infants developed cholestasis. Infants with cholestasis had significantly higher maximum sitosterol (7.80 mg/dl (IQR 4.49–12.86) vs. 2.55 mg/dl (IQR 1.91–3.44), P < 0.01) and stigmasterol levels (2.13 mg/dl (IQR 1.25–3.57) vs. 0.34 mg/dl (IQR 0.01–0.58), P < 0.01) compared to those without cholestasis.
Phytosterol Kinetics and Exposure
In order to assess phytosterol accumulation, phytosterol levels after SO lipid initiation until reaching a steady-state plasma concentration were examined. Overall, infants who received SO lipid showed a progressive increase in sitosterol and campesterol to reach steady median concentrations 3–5 d after initiating SO lipid. In contrast, levels of stigmasterol remained at the lowest level of detection. Accumulation of sitosterol reached a steady-state concentration (Css) = 1.68 mg/dl (IQR 1.08–2.43), with time to reach half of steady-state concentration (T1/2) = 1.5 d (IQR 1.2–1.6), and time between ½ and ¾ of steady-state concentration (T1/2–3/4) = 0.5 d (IQR 0.1–0.8). Campesterol Css = 0.98 mg/dl (IQR 0.55–1.30), T1/2 = 0.8 d (IQR 0–1.4), and T1/2–3/4 = 1.1 d (IQR 0.7–2.1). After filtering was applied with a threshold for R square of 0.1 and radius of the confidence interval for Css of less than 20, little change was seen in the model fit curves. The observed phytosterol concentration vs. time plots and accumulation model fit curves, with and without filtering, are shown in Figure 1a – c (phytosterol model fit curves for each individual are shown in Supplementary Figures S1–S3). Phytosterol exposure, as evaluated using average area under the plasma concentration versus time curve over the first 5 d of SO lipid (AUC5) was highest for sitosterol (median 0.74 mg/dl × day (interquartile range (IQR) 0.45–1.28)), followed by campesterol (median 0.72 mg/dl × day (IQR 0.37–1.07)), and lowest for stigmasterol (median 0.01 mg/dl × day (IQR 0.01–0.04)).
Prematurity and Phytosterol Kinetics
Clinical data and phytosterol intakes for very preterm (born < 28 wk gestation) and more mature (born ≥ 28 wk gestation) gestational age group categories are compared in Table 4 . A gastrointestinal diagnosis on admission was more common in the more mature group (0 vs. 60%, very preterm vs. more mature respectively, P = 0.02). No study subjects were diagnosed with short bowel syndrome. Culture-positive sepsis was seen more frequently in the very preterm group, and all episodes of sepsis were of late-onset. Enteral feeds were initiated significantly earlier in the very preterm group (day 2 (IQR 1–2) vs. day 8 (IQR 2–16), very preterm vs. more mature respectively, P = 0.01); however, the time to reach full enteral feeds was similar between groups (day 16 (IQR 9–30) vs. day 18 (IQR 11–25), very preterm vs. more mature respectively, P = 0.91). There were no differences in SO lipid or phytosterol intake between groups.
Very preterm infants had higher sitosterol steady-state concentrations than more mature infants (2.60 vs. 1.33 mg/dl, respectively, P = 0.03). In addition, sitosterol AUC5 was significantly higher for the very preterm compared to the more mature group (P = 0.03). Phytosterol AUC5 for gestational age categories is shown in Figure 2 . The difference in sitosterol AUC5 between gestational age groups remained significant after inclusion of race, sex, cumulative sitosterol intake for the first 5 d of SO lipid, and number of days receiving enteral feeds during the first 5 d of SO lipid in the model (P = 0.04). Unadjusted and adjusted campesterol AUC5 and stigmasterol AUC5 were similar between the two groups (P values > 0.05).
Median and maximum plasma phytosterol levels were similar between gestational age groups ( Table 5 ). There was no difference in the incidence of cholestasis (17 vs. 10%, very preterm vs. more mature, respectively, P = 0.54) or maximum conjugated bilirubin levels (0.05 mg/dl (IQR 0–0.7) vs. 0.5 mg/dl (IQR 0–0.8), very preterm vs. more mature, respectively, P = 0.54) between groups. Serum triglyceride levels were higher in the very preterm group (P = 0.01). Details regarding clinical laboratory results are presented in Supplementary Table S1.
Medications received by study participants are shown in Table 6 . Compared to more mature infants, very preterm infants had significantly higher diuretic (P < 0.01) and surfactant (P = 0.03) therapy. There was also a trend toward more ibuprofen and systemic steroid therapy in the very preterm group, but this did not reach statistical significance (P = 0.07 for both).
Phytosterols in Patients With Cholestasis
In all infants with cholestasis, sitosterol, and campesterol levels rose and achieved steady-state prior to an increase in conjugated bilirubin. In contrast, changes in stigmasterol levels were generally preceded by an increase in conjugated bilirubin in all except for one patient. While phytosterol and conjugated bilirubin levels gradually declined after the discontinuation of SO lipid, elevated levels persisted for greater than 2 wk. Changes in conjugated bilirubin most closely resembled those of sitosterol. Serial sitosterol, stigmasterol, and conjugated bilirubin levels for the four patients with cholestasis are shown in Figure 3 . Among the phytosterols, campesterol appeared to exhibit the most variability (data not shown).
Discussion
This is the first characterization of the kinetics of phytosterol metabolism in humans receiving PN. We demonstrate that neonates receiving SO lipid rapidly accumulate sitosterol and campesterol. Steady-state phytosterol levels are seen within a few days of SO lipid initiation and exceed those of normal individuals who consume dietary phytosterols (14,15). Very preterm infants had higher sitosterol steady-state concentrations and twice the sitosterol exposure as more mature infants in the first 5 d of SO lipid, suggesting that prematurity affects sterol metabolism.
We found that infants with cholestasis had the highest phytosterol levels. This finding supports the association of elevated phytosterols and PNALD and is consistent with published literature. In clinical studies, elevated phytosterol levels have been correlated with PNALD in infants and children with prolonged PN/SO lipid dependence (6,7). Animal models demonstrated the association between increased phytosterols and elevated serum bile acid levels, lower maximal bile acid accumulation, and significant inhibition of hepatic secretory function (16).
Recent studies have reported the hepatotoxicity of stigmasterol. In hepatic tissue culture, stigmasterol was the most potent farnesoid X receptor (FXR) antagonist among the three predominant phytosterols in soybean oil-based lipid emulsion (10). Using a mouse model, El Kasmi et al. (11) showed that stigmasterol antagonism of the FXR and liver X receptor (LXR) suppressed expression of canalicular bile transporters, contributed to bile acid-induced hepatocyte damage, promoted cholestasis and hepatic macrophage activation, and suppressed hepatic ABCG5/G8 sterol transporters. In infants with PNALD, we found that stigmasterol levels were the lowest among the three phytosterols. Given its biologic potency, it is possible that even low levels of stigmasterol may be sufficient in promoting liver injury. It should be noted, however, that no other phytosterols were tested by El Kasmi et al. and the capacity of other sterols for inducing liver injury is not known. In most cholestatic patients, we found that an increase in stigmasterol above the level of detection was generally observed after a rise in conjugated bilirubin. In contrast, increases in sitosterol and campesterol preceded the rise in conjugated bilirubin. The delayed rise in stigmasterol that we observed suggests that stigmasterol may not be the only phytosterol to cause cholestasis and that exceeding safe thresholds of other phytosterols may contribute to liver injury.
While earlier studies have identified the significance of elevated phytosterols in liver injury, none have previously characterized changes in their concentrations during routine care. Given that all infants receiving soybean oil-based lipid emulsion are exposed to potentially toxic phytosterols, understanding sterol metabolism is important to nutritional management of premature and critically ill infants.
Two proteins, ABCG5 and ABCG8, have been identified as key regulators of phytosterols. Both are found in apical membranes of the small intestine and liver where they serve as sterol export pumps to prevent phytosterol accumulation in the body (17,18). In normal individuals who consume phytosterols in their diet, low plasma phytosterol concentrations are primarily due to intestinal ABCG5/G8 that prevent their absorption (13). Administration of intravenous SO lipid bypasses the intestinal barrier mechanism to rely on hepatic ABCG5/G8 for excretion.
Using mathematical modeling to uniquely describe changes in plasma phytosterols in infants exposed to SO lipid, we found that even a short duration of intravenous SO lipid exposure in infants led to accumulation of sitosterol and campesterol to steady-state plasma concentrations that are more than twice those of normal adults who consume phytosterols in their diet (14,15). These findings are consistent with the concept that ABCG5/G8 transporters are significant in preventing dietary absorption of phytosterols. Compared to the other phytosterols, stigmasterol levels remained low. Although the affinity and saturability of ABCG5/G8 by different phytosterols are unknown, it is possible that ABCG5/8 binds stigmasterol more readily for elimination and our findings may reflect a higher stigmasterol clearance relative to other phytosterols.
Despite similar phytosterol intakes in gestational age groups, our data indicate a higher area under the curve for sitosterol, and thus higher exposure to sitosterol, in the youngest infants during the first 5 d of SO lipid. This may be an important factor in their elevated risk for developing PNALD. The steady-state sitosterol level seen in our very preterm group was similar to those reported in preterm infants < 1,250 g after 7 d of a 100% soybean oil lipid emulsion by Savini et al. (19); however, the steady-state sitosterol level achieved in our more mature group was lower and closer to levels seen in preterm infants < 1,250 g after 7 d of alternative lipid emulsions with lower soybean oil lipid content. Even after adjusting for confounders, the area under the curve for sitosterol in the first 5 d of SO lipid was significantly higher in very preterm infants born < 28 wk compared to more mature infants. A developmental predisposition to altered sterol metabolism is supported by clinical observations of different populations receiving PN and phytosterol-rich diets. Among children receiving prolonged PN for more than 28 d, higher phytosterol levels were seen in neonates compared to older children (7). Infants given a phytosterol-rich diet had higher absorption of dietary phytosterols than children (20) and the absorption seen in infants and children were both higher than those previously reported in adults (21).
Although very preterm infants had increased sitosterol exposure during the first 5 d of SO lipid, maximum phytosterol levels and incidence of cholestasis were similar between groups. Because of our goal to determine phytosterol kinetic parameters after initiation of SO lipid, our study was not designed to assess factors that influence phytosterol concentrations throughout the course of SO lipid. However, a few things may have affected the metabolism of phytosterols during PN. First, enteral feeds were initiated earlier in the very preterm group. By increasing hormones such as secretin, glucagon, gastrin, and motilin, enteral feeds stimulate bile flow and gastrointestinal motility (22,23). Even small feeds have been shown to promote intestinal epithelial cell growth, enzyme activity, and motility (24). Given these effects on bile flow and intestinal function, earlier enteral feeds may have played a role in increasing phytosterol elimination in the very preterm group. Second, it is important to note that infants in both gestational age categories received multiple medications. While the diuretic and surfactant therapy more frequently received by very preterm group have limited hepatic metabolism, many of the other medications are primarily metabolized by the liver and their ability to induce, inhibit, or modify hepatic ABCG5/G8 transporters is unknown.
The implications for accumulated phytosterols are not fully understood, but support for toxicity comes from patients with sitosterolemia where loss of ABCG5/G8 function lead to toxic accumulation of plant sterols in the body that can lead to premature cardiovascular disease, hematological disorders, endocrine disruption, and possible liver cirrhosis (25,26). Additionally, ABCG5/G8 knockout mice fed a high-phytosterol diet accumulate phytosterols in tissues and exhibit hepatic, cardiac, and hematologic dysfunction as well as growth failure and premature death (27,28). While the contributions of phytosterol toxicity to PNALD are still being identified, other potential sequelae of phytosterol accumulation in infants receiving SO lipid are unknown and deserve further study.
This study has limitations. Similar to many pharmacokinetic studies in infants, accuracy of our kinetic models is limited by lack of repeated blood sampling due to the burden of phlebotomy in a vulnerable population. In order to maximize the number of time points for detailed kinetic analyses, we took advantage of the well-documented stability of phytosterols to a variety of conditions (29) and utilized all leftover blood samples that remained after completion of clinical laboratories. The different sampling times may have affected our kinetic analyses; however, we found no difference in our results after adjusting for random sampling in our analyses. Next, because of the study’s objective to document the accumulation of phytosterols after initiation of SO lipid, we were unable to assess factors that disrupt steady-state. Lastly, our study was not designed to power the analysis of phytosterols in infants with cholestasis. This limits our ability to assess the correlation of phytosterol with markers of liver injury. A prospective study is currently underway to determine the kinetics of phytosterols throughout the duration of SO lipid therapy to evaluate these factors.
Modifying intravenous lipid therapy with lipid restriction of SO lipids or alternative lipid emulsions with different oil compositions have been proposed for the treatment and prevention of PNALD. In patients with established PNALD, restriction of SO lipid to ≤ 1 g/kg per day has been associated with decreased bilirubin levels (30,31). Similarly, changing from standard SO lipid therapy to a fish oil-based lipid emulsion such as Omegavan (Fresenius Kabi AG, Bad Homberg, Germany) has been shown to improve cholestasis and ameliorate the disease (5,32,33). However, reports of SO lipid restriction in the prevention of PNALD have been conflicting (34,35,36), and the ability of Omegavan and other alternative lipid emulsions to prevent PNALD in infants remains unclear. Important issues limit use of these lipid modifications in infants. First, infants require fat for neural development during a critical period of rapid brain growth (12). Lipid restriction may have significant impact on the developing brain. There are no data regarding the long-term implications of lipid restriction in infants, and the impact of lipid restriction on neurodevelopment is unknown. Second, alternative lipid emulsions have not been approved for use in the United States. Moreover, the majority of alternative lipid emulsions are composed of some degree of soybean oil. For these reasons, infants receiving PN will likely continue to be exposed to phytosterols. Characterizing phytosterol metabolism and factors that predispose to excessive accumulation will help identify vulnerable populations and patient selection for different lipid emulsions. Given the potential toxicity of accumulated phytosterols, understanding phytosterol metabolism will continue to be of great importance in improving the safety of intravenous nutrition.
In conclusion, we believe this is the first description of the kinetics of phytosterols in infants receiving a soybean oil-based lipid emulsion. Our results demonstrate that phytosterols, particularly sitosterol and campesterol, rapidly accumulate in neonates during SO lipid infusions. With a short duration of SO lipid, very preterm infants have higher exposure to phytosterols, suggesting that they may have poorly developed mechanisms of metabolizing phytosterols. Thus, better understanding of the ontogeny of phytosterol metabolism may provide a mechanistic insight into the vulnerability of preterm infants to PNALD.
Methods
The study was approved by the Institutional Review Board of Children’s Hospital of Wisconsin (No. CHW 12/130) and conducted with written informed consent obtained from the parents or legal guardians. Between September 2012 and February 2013, infants admitted to the Children’s Hospital of Wisconsin Neonatal Intensive Care Unit who received PN/SO were screened for participation in this prospective pilot study. Inclusion criteria were anticipated need for SO lipid of at least 5 d. Infants admitted to the Neonatal Intensive Care Unit who did not receive PN/SO lipid were enrolled as controls. Blood samples remaining after completion of clinical laboratories were collected on enrolled SO lipid-exposed and control patients for measurements of cholesterol and phytosterols (sitosterol, campesterol, and stigmasterol). Samples of SO lipid given to study subjects were also obtained for sterol analysis. Infants with known primary liver disease, anatomic liver abnormalities, metabolic disease, or known genetic or chromosomal defects were excluded from the study.
The primary outcome was the temporal change (kinetics) of plasma phytosterol concentrations. Accumulation was assessed using phytosterol levels obtained after SO lipid initiation until reaching a steady-state plasma concentration during SO lipid exposure. The average phytosterol level for a given day was used for infants who had more than one sterol level per day.
Decisions regarding medical care and nutrition provision were left to the discretion of the treating physicians. The initiation and advancement of parenteral and enteral nutrition for all study subjects followed pre-established Neonatal Intensive Care Unit guidelines. In general, intravenous lipid was initiated at a dosage of 2 g/kg of body weight (bw) per day and advanced to a maximum of 3 g/kg bw per day, amino acids initiated at 3 g/kg bw per day and advanced to a maximum of 3.5–4 g/kg bw per day in preterm infants and a maximum of 3 g/kg bw per day in term infants, and carbohydrates initiated at a glucose infusion rate of 4–6 mg/kg per minute and advanced to a maximum of 10–12 mg/kg bw per minute. All neonates requiring PN received TrophAmine (B. Braun, Irvine, CA). Intravenous lipid emulsion was a SO lipid emulsion (Intralipid 20%, Fresenius Kabi, Uppsala, Sweden). There were no episodes of sustained hyperglycemia or hypertriglyceridemia that required decreasing SO lipid infusion during the first 5 d of SO lipid therapy. Standard practice was to maintain SO lipid at 3 g/kg bw per day until it was discontinued. Enteral nutrition was typically initiated at 10–20 ml/kg bw per day and advanced by 20–40 ml/kg bw per day as tolerated. If available, breast milk was the primary source of enteral nutrition, otherwise preterm or term formula was provided based on gestational age.
Demographic, clinical, and nutritional data were collected from the medical records. Demographic information included sex, race, gestational age at birth, weight, length, and head circumference at birth. Clinical data consisted of diagnoses, surgical procedures, culture-positive sepsis, and weight, length, and head circumference at discharge. Small for gestational age was defined as birth weight less than the tenth percentile for gestational age at birth. Early-onset and late-onset sepsis were defined as culture-positive sepsis occurring at ≤ 3 d and > 3 d, respectively, in accordance with the American Academy of Pediatrics (37). Infants reached full feeds when they were able to tolerate 120 ml/kg bw per day of enteral feeds. Medications and laboratories including total and conjugated bilirubin, aspartate aminotransferase, alanine aminotransferase, alkaline phosphatase, and triglycerides were recorded. Cholestasis was defined as a serum conjugated bilirubin > 2 mg/dl.
Nutritional data were collected daily for PN and enteral nutrition. Age at initiation of parenteral nutrition, initiation of enteral nutrition, and attaining full enteral feeds were recorded and duration of PN was calculated. Study data were collected and managed using the Research Electronic Data Capture (REDCap) system, a secure, web-based application used for data capture and management in clinical and translational research (38).
Sterol Analyses
All leftover blood samples remaining after completion of clinical laboratory testing were collected and analyzed for sterol concentrations. Plasma and SO lipid sterol analysis of cholesterol and phytosterols (sitosterol, campesterol, and stigmasterol) were evaluated by gas chromatography-mass spectrometry (GC/MS) as previously described (39,40). In brief, 5α-cholestane was added as an internal standard to plasma (50–100 μl), saponified in ethanolic sodium hydroxide for 1 h. Then, 1.5 ml water was added and sterols extracted with three sequential portions of 9 ml each of hexanes, pooled and dried. Dried sterol samples were derivatized as trimethylsilylethers, redissolved in 100 μl ethyl acetate and 0.5 μl samples injected splitless into a ThermoFinnegan GC/MS machine, using a 30m Restek column. Quantitation was based upon a standard curve from external standards, comprising of cholesterol, stigmasterol, sitosterol, and campesterol at varying concentrations (39,40), using ultra-pure sterols obtained from Steraloids (Newport, RI). Parenteral cholesterol and phytosterol intake were calculated based on lipid emulsions analyzed for sterols similar to plasma sterols as described above. The lowest level of detection for sterol analysis using this technique is 0.01 mg/dl.
Pharmacokinetic Models
Graphs of plasma phytosterol concentrations as a function of time after SO lipid initiation were used to evaluate the kinetics of phytosterol accumulation. For infants who had more than one episode of PN/SO lipid, only sterol results obtained prior to restarting SO lipid were included in the analysis of sterol kinetics.
Phytosterol accumulation was described using nonlinear mixed effects models. We found that serial phytosterol levels after the initiation of SO lipid can be described well with a sigmoidal curve using the following equation:
Phytosterol = Css/(1+exp((T1/2 – time)/T1/2–3/4))
where Css is steady-state concentration, T1/2 is the time to reach half of steady-state concentration, and T1/2–3/4 is the time between ½ and ¾ of steady-state concentration. Model simulation was carried out using the Levenberg-Marquardt algorithm (Matlab, Natick, MA). First, each subject was modeled individually to obtain individual kinetic parameters. To further examine the fit of the model, filtering was applied with a threshold for goodness-of-fit R square of 0.1 and radius of the confidence interval for Css of less than 20.
Phytosterol exposure was evaluated using the area under the plasma concentration vs. time curve (AUC) between phytosterol sample points and computed using the trapezoidal rule. Because steady-state was achieved by 5 d, the average AUC over the first 5 d of SO lipid exposure (AUC5) was computed for each patient using the sum of the AUCs and dividing by the difference in days from the first sterol sample to the last sampled during the first 5 d of SO lipid.
Statistical Analysis
To evaluate the influence of immaturity on phytosterol kinetics, we hypothesized that the greatest difference in kinetic parameters would be seen in the most premature infants compared to more mature infants. Therefore, infants were classified and compared based on a gestational age category of very preterm (born < 28 wk gestation) relative to those more mature (born ≥ 28 wk gestation). To adjust for covariates, linear and stepwise linear regression (variables selected to stay with P < 0.05) were used to model the effect of gestational age group category on phytosterol AUC5, including race, sex, cumulative sitosterol intake for the first 5 d of SO lipid, and number of days receiving enteral feeds during the first 5 d of SO lipid as covariates. One patient did not have enough sterol samples for AUC5 computation and was eliminated from AUC5 analysis.
Stata Version 12.0 (Stata Corporation, College Station, TX) and SAS Version 9.2 (SAS Institute, Cary, NC) were used for statistical analysis. Unless otherwise stated, the data are expressed as median (IQR). Categorical data were compared using Fisher’s exact test. Because the data were not normally distributed, continuous measures were compared using a nonparametric Wilcoxon-Mann-Whitney test. All tests were conducted as two-tailed tests with a P value < 0.05 considered statistically significant.
Statement of Financial Support
A portion of this work was supported by The Gerber Foundation (Fremont, MI) to T.H.N.-R., the National Center for Research Resources and the National Center for Advancing Translational Sciences, National Institutes of Health (Bethesda, MD) through grant number 8UL1TR000055 to T.H.N.-R., the Clinical and Translational Science Institute of Southeast Wisconsin (Bethesda, MD) through grant number UL1RR031973 to P.M.S., the Wisconsin Corporation for Biomedical Research (Milwaukee, WI) to S.B.P., and the Biomedical Laboratory Research and Development Program, Department of Veterans Affairs, Veterans Health Administration, Office of Research and Development (Washington, DC) to S.B.P. The contents of this manuscript are solely the responsibility of the authors and do not necessarily represent the official views of the various funding agencies.
Disclosure
The authors declare that they have no conflicts of interest to disclose.
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Acknowledgements
The authors would like to thank Paula E. North and Andrew Webb for their assistance in facilitating sample collection. We also thank Joseph Emmer for his technical assistance with sterol analysis.
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Nghiem-Rao, T., Tunc, I., Mavis, A. et al. Kinetics of phytosterol metabolism in neonates receiving parenteral nutrition. Pediatr Res 78, 181–189 (2015). https://doi.org/10.1038/pr.2015.78
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DOI: https://doi.org/10.1038/pr.2015.78