Disease Markers

Disease Markers / 2017 / Article

Research Article | Open Access

Volume 2017 |Article ID 9748031 | 6 pages | https://doi.org/10.1155/2017/9748031

Risk Factors for the Development of Refeeding Syndrome-Like Hypophosphatemia in Very Low Birth Weight Infants

Academic Editor: Donald H. Chace
Received21 Feb 2017
Accepted24 May 2017
Published05 Sep 2017


Background. Refeeding syndrome is characterized by metabolic disturbance including hypophosphatemia and hypokalemia upon reinstitution of nutrition in severely malnourished patients. Objective. The present study sought to identify the risk factors for the development of refeeding syndrome-like metabolic disturbance in very low birth weight infants. Methods. The correlations of severe hypophosphatemia with the serum levels of potassium and ionized calcium, daily calorie and phosphate intake, and umbilical cord blood flow on ultrasonography were analyzed in 49 very low birth weight infants. Results. Fifteen infants (36%) presented with hypophosphatemia during the first postnatal week. Hypophosphatemia was significantly associated with birth weight z score (odds ratio, 1.60; 95% confidence interval, 1.04–2.47; ) and umbilical artery resistance index (odds ratio, 7.72E−04; 95% confidence interval, 1.14E−06–0.523; ). Multiple regression analysis revealed that umbilical artery resistance index was independently associated with hypophosphatemia. Conclusions. Umbilical artery resistance index may serve as a useful marker for future development of refeeding syndrome-like hypophosphatemia in very low birth weight infants. Close monitoring of serum phosphorus and potassium levels and early intervention are important for the management of very low birth weight infants with intrauterine growth restriction due to placental dysfunction.

1. Introduction

Refeeding syndrome is defined as metabolic dysregulation that develops in malnourished patients receiving concentrated calories via total parenteral nutrition [1]. Chronically malnourished patients, who produce energy by catabolism or lipolysis to compensate for the lack of energy intake, often are deficient in several intracellular minerals including phosphate, potassium, and magnesium, even if serum mineral concentrations are normal. Reintroduction of feeding induces insulin secretion, which facilitates the transport of plasma phosphate, potassium, and magnesium along with glucose into the cells, resulting in hypophosphatemia, hypokalemia, and hypomagnesemia. Simultaneously, thiamine deficiency develops as a result of its increased utilization. These clinical features of the refeeding syndrome are associated with metabolic, pulmonary, cardiac, neuromuscular, neurologic, and hematologic complications [2].

Hypophosphatemia is frequently observed in premature infants, especially in very low birth weight (VLBW) infants. Additionally, small for gestational age (SGA) preterm VLBW infants receiving parenteral nutrition have recently been reported to develop severe hypophosphatemia and hypokalemia within the first week after birth [35]. Some SGA preterm infants have a history of intrauterine growth restriction (IUGR) due to placental dysfunction, presumably resulting from chronic malnourishment during the fetal period. Thus, the electrolyte disturbance observed in VLBW infants could be explained by refeeding syndrome-like metabolic dysregulation [6].

Refeeding syndrome has often been reported in anorexic, postoperative, and chronic alcoholic adults and in the pediatric population [7, 8]. However, the incidence and risk factors of refeeding syndrome-like electrolyte disturbance in premature infants remain unclear. In the present study, we aimed to determine the incidence of severe hypophosphatemia and hypokalemia during the early postnatal period and to identify the risk factors for the development of refeeding syndrome-like hypophosphatemia in VLBW infants.

2. Materials and Methods

2.1. Patients

This study was approved by the Institutional Ethics Committee of the University of Fukui (2015011). The study retrospectively enrolled preterm infants with a birth weight of <1500 g who were admitted to the Neonatal Intensive Care Unit (NICU) at the University of Fukui Hospital between April 2012 and September 2015. Infants with major congenital anomalies or chromosome abnormalities or those who died during the first week of life were excluded from the study.

2.2. Data Collection

The following neonatal demographics and clinical data were extracted from clinical records: gestational age; birth weight and z score of birth weight; Apgar score at 5 min after birth; number of days of enteral feeding with >100 mL/kg/day; duration of mechanical ventilation; and the prevalence of patent ductus arteriosus, intraventricular hemorrhage, chronic lung disease, home oxygen therapy, periventricular leukomalacia, and necrotizing enterocolitis. Information on maternal comorbidities including pregnancy-induced hypertension and gestational diabetes mellitus, as well as information on multiple pregnancies and the last value of the umbilical artery resistance index (UA-RI), was also collected.

Using color Doppler ultrasonography, the managing obstetricians independently measured peak systolic blood flow velocity (PSV) and end-diastolic blood flow velocity (EDV) of the umbilical cords. UA-RI was calculated as . A high UA-RI was defined as a value above the 95th percentile for the distribution of UA-RI values in the general population of neonates [9].

Blood sugar levels, as well as the serum levels of potassium and ionized calcium, were measured every day, whereas serum phosphorus levels were measured at least twice within the first week of life. The lowest values for blood sugar, serum phosphorus, and serum potassium levels, as well as the highest values for ionized calcium levels during the first week of life, were obtained. Hypoglycemia, severe hypophosphatemia, hypokalemia, and hypercalcemia were defined as blood sugar levels below 50 mg/dL, serum levels of phosphorus below 3.5 mg/dL, potassium levels below 3.5 mEq/L, and ionized calcium levels above 1.5 mmol/L, respectively. Urinary electrolytes were measured at least once within the first week of life.

2.3. Nutrition Protocol

The nutritional protocol used in our NICU before the data collection and analysis was as follows. In preterm infants, parenteral nutrition had immediately commenced with glucose and calcium infusion after birth. Phosphate had been added to the parenteral nutrition solution from a few days after birth, and potassium had been added after confirmation of adequate urination (>1 mL/kg/h). Administration of amino acids had been started at 0.5–1.0 g/kg/day on the first day of life and then gradually increased up to 2.0-3.0 g/kg/day. Daily parenteral administration of calcium (16.5–76.1 mg/kg/day) and phosphate (11.1–37.2 mg/kg/day) had been adjusted to keep the serum levels of these minerals within normal ranges.

2.4. Statistical Analysis

The infants were classified into either the hypophosphatemia group or the normophosphatemia group. Mann–Whitney U test and Fisher’s exact probability test were used to analyze the data. Correlations were evaluated using the nonparametric Spearman rho test. A value of <0.05 was considered to indicate a statistically significant difference. Stepwise logistic regression analysis was performed using SPSS version 23.0 (IBM, Armonk, NY, USA), to identify the risk factors for the development of hypophosphatemia. An entry criterion of was used for determining statistical significance in the regression analysis. The results of the regression analysis were expressed in terms of odds ratio (OR) with 95% confidence interval (CI). Statistic power was calculated post hoc at level.

3. Results

3.1. Patients

During the study period, 55 VLBW infants were admitted to our NICU, of whom 49 infants were included in the analysis after excluding two infants with chromosome abnormalities, one with congenital anomalies, and three who died during the first week of life. The neonatal and maternal demographic information of the infants is listed in Table 1.

CharacteristicAll ()Hypophosphatemia ()Normophosphatemia () value

Gestational age, weeks29.4 (27.6–31.9)29.1 (28.3–31.9)29.8 (27.3–31.9)0.618
Birth weight, g1124 (824–1364)937 (823–1257)1137 (1006–1391)0.146
z score of birth weight−1.03 (−2.48 to 0.22)−2.24 (−2.78 to −0.84)−0.63 (−1.96 to 0.24)0.036
Apgar score at 5 min7 (5–8)7 (5–8)8 (6–8)0.420
Days of enteral feeding >100 mL/kg/day, days11.0 (8.5–14.0)14.0 (10.0–20.0)10.5 (8.0–13.0)0.027
Duration of mechanical ventilation, days5.0 (2.5–32.5)7.5 (3.3–24.3)4.0 (2.0–37.0)0.351
Pregnancy-induced hypertension, %14.3 (7/49)26.7 (4/15)8.8 (3/34)0.179
Gestational diabetes mellitus, %6.1 (3/49)0 (0/15)8.8 (3/34)0.543
Multiple pregnancies, %26.5 (13/49)20.0 (3/15)29.4 (10/34)0.727
Pregnancy week at UA-RI measurement, weeks29.1 (26.9–31.4)29.1 (28.2–31.8)28.9 (26.6–30.9)0.329
UA-RI0.64 (0.58–0.75)0.74 (0.66–0.80)0.62 (0.57–0.70)0.013
Abnormal umbilical artery resistance index, %26.5 (13/49)53.3 (8/15)14.7 (5/34)0.011

Values are expressed as median (interquartile range) or frequency (n/N). Significant differences between the groups () are indicated in bold font. UA-RI: umbilical artery resistance index.
3.2. Association between Hypophosphatemia and Neonatal Characteristics

Fifteen infants (36%) had severe hypophosphatemia during the first week of life. Birth weight z scores were significantly lower in the hypophosphatemia group than in the normophosphatemia group (). The hypophosphatemia group reached over 100 mL/kg/day of enteral feeding later than the normophosphatemia group (). Although there was no significant difference in the prevalence of pregnancy-induced hypertension, UA-RI was higher in the hypophosphatemia group than in the normophosphatemia group (). The prevalence of abnormal UA-RI was also higher in the hypophosphatemia group (). As shown in Figure 1, the prevalence of hypophosphatemia was higher in infants with high UA-RI. Additionally, infants with birth weight z scores higher than −2 were significantly more likely to develop hypophosphatemia ().

3.3. Association between Hypophosphatemia and Clinical Characteristics

There were no significant differences between the groups in the amount and duration of parenteral administration of nutrition and electrolytes except for glucose (Table 2). Compared to infants in the normophosphatemia group, those in the hypophosphatemia group required a higher glucose infusion rate (Table 2). The prevalence of hypoglycemia, patent ductus arteriosus, intraventricular hemorrhage, periventricular leukomalacia, necrotizing enterocolitis, chronic lung disease, and home oxygen therapy was similar between the groups (Table 3). The incidence of hypokalemia () and hypercalcemia () was higher in the hypophosphatemia group. The urinary excretion of phosphorous () and potassium () was lower in the hypophosphatemia group, suggesting that the hypophosphatemia and hypokalemia observed in the hypophosphatemia group were not caused by increased urinary loss of phosphorus and potassium. Moreover, as shown in Figure 2, infants in the hypophosphatemia group had significantly lower serum potassium levels from postnatal day 1 to day 4 and higher serum levels of ionized calcium from postnatal day 1 to day 6.

ParameterAll ()Hypophosphatemia ()Normophosphatemia () value

Parenteral administration on the first day of life
 Glucose infusion rate, mg/kg/min4.2 (3.9–4.9)5.0 (4.2–5.3)4.1 (3.8–4.4)0.005
 Calcium, mg/kg/day53.4 (47.9–60.4)53.4 (50.2–59.7)53.4 (36.9–60.4)0.543
Initial day of parenteral administration
 Amino acids, days2.0 (1.0–3.0)2.0 (1.3–2.8)2.0 (1.3–3.0)0.933
 Phosphate, days4.0 (3.0–5.0)4.0 (3.3–5.8)4.0 (3.0–5.0)0.268
 Potassium, days3.0 (2.3–4.8)3.0 (3.0–3.8)3.0 (2.0–5.0)0.712
Final day of parenteral administration
 Calcium, days3.0 (3.0–4.0)3.0 (3.0–4.0)4.0 (3.0–4.0)0.628
Daily nutritional intake during the first week
 Amino acids, g/kg/day1.3 (1.0–1.5)1.4 (0.9–1.7)1.3 (1.0–1.5)0.404
 Calcium, mg/kg/day49.5 (40.8–55.0)49.5 (43.2–6.8)49.5 (36.9–55.0)0.965
 Phosphate, mg/kg/day22.2 (16.4–29.2)22.2 (16.0–32.5)21.7 (16.5–28.6)0.704

Values are expressed as median (interquartile range). Significant differences between the groups () are indicated in bold font.

ComplicationAll ()Hypophosphatemia ()Normophosphatemia () value

CLD at day 28, %68.8 (33/48)64.3 (9/14)70.6 (24/34)0.738
CLD at week 36, %52.1 (25/48)50.0 (7/14)52.9 (18/34)1.000
Home oxygen therapy, %14.9 (7/47)7.1 (1/14)18.2 (6/33)0.657
PDA, medically treated, %26.5 (13/49)20.0 (3/15)29.4 (10/34)0.727
PDA, surgically treated, %4.1 (2/49)6.7 (1/15)2.9 (1/34)0.523
IVH grades 3-4, %2.0 (1/49)6.7 (1/15)0 (0/34)0.306
Periventricular leukomalacia, %2.0 (1/49)6.7 (1/15)0 (0/34)0.306
Necrotizing enterocolitis, %6.1 (3/49)13.3 (2/15)2.9 (1/34)0.218
Hypoglycemia, %59.2 (29/49)73.3 (11/15)52.9 (18/34)0.221
Hypokalemia, %38.8 (19/49)73.3 (11/15)23.5 (8/34)0.002
Hypercalcemia, %34.7 (17/49)66.7 (10/15)20.8 (7/34)0.003
Urinary P/Cr, mg/mg0.18 (0–0.77)0 (0–0.07)0.50 (0.07–0.90)<0.001
Urinary K/Cr, mg/mg0.75 (0.46–1.52)0.45 (0.32–0.86)0.83 (0.59–1.90)0.010

Values are expressed as median (interquartile range) or frequency (n/N). Significant differences between the groups () are indicated in bold font. Ca: calcium; CLD: chronic lung disease; Cr: creatinine; IVH: intraventricular hemorrhage; P: phosphorus; PDA: patent ductus arteriosus.
3.4. Risk Factors for Hypophosphatemia

Univariate analysis identified the z score of birth weight (OR, 1.60; 95% CI, 1.04–2.47; ) and UA-RI (OR, 7.72E−04; 95% CI, 1.14E−06–0.523; ) as significantly associated with the development of hypophosphatemia (Table 4). Finally, multiple regression analysis revealed that UA-RI was independently associated with hypophosphatemia, and the calculated statistic power was 0.94.

PredictorUnivariate analysisMultivariate analysis
Unadjusted OR95% CI valueAdjusted OR95% CI value

Initial model
 Birth weight1.000.999–1.000.2011.000.999–1.000.228
z score of birth weight1.601.04–2.470.0341.390.853–2.250.187
 Amino acids0.650.144–2.920.5730.960.155–5.880.961

Final model

Significant associations () are indicated in bold font. CI: confidence interval; OR: odds ratio; PIH: pregnancy-induced hypertension; UA-RI: umbilical artery resistance index.

4. Discussion

In the present study, we have demonstrated for the first time that a low birth weight z score and a high UA-RI are significant risk factors for severe hypophosphatemia during the early postnatal period in VLBW infants. A low birth weight z score, namely SGA, has been postulated to result from IUGR. Chromosomal abnormalities, congenital abnormalities, multiple gestation, infection, and placental dysfunction are known etiologies of IUGR. Our multivariate regression analysis indicated that a low birth weight z score is a confounding factor of high UA-RI, suggesting that IUGR caused by placental dysfunction is a critical risk factor for the development of severe hypophosphatemia.

UA-RI, which reflects placental blood flow and vascular resistance [10], is one of the markers used to assess placental function. Normally, UA-RI gradually decreases as pregnancy progresses [11], but it increases in the presence of placental dysfunction because of pathological obliteration of the small placental arteries, which causes increased vascular resistance [12, 13]. Placental dysfunction limits the transport of nutrients and minerals, including that of glucose and phosphorus, leading to chronic fetal malnourishment [14, 15].

Several studies argued that, in premature infants, early aggressive nutrition increased the risk of early electrolyte disturbances such as refeeding syndrome [5, 6]. Current nutrition guidelines for VLBW infants recommend early aggressive nutrition, comprised of parenteral nutrition with high amino acid supplementation (2-3 g/kg/day) and initiation of minimal enteral feeding as soon as possible after birth in order to improve neurological outcomes by avoiding extrauterine growth restriction. Although the effects on long-term neurodevelopment have not been clarified to date, early aggressive nutrition has been shown to result in better growth in the early neonatal period [16, 17]. Early administration of amino acids is expected to prevent hyperglycemia and nonoliguric hyperkalemia by stimulating insulin secretion and inhibiting cellular catabolism [1820]. Infants enrolled in the present study were initiated on parenteral administration of amino acids (1-2 g/kg/day) on the first day of life regardless of serum phosphate levels. However, higher glucose infusion rates were required on the first day in the hypophosphatemia group to prevent hypoglycemia of SGA preterm infants. The larger amounts of glucose could stimulate insulin secretion, resulting in hypophosphatemia and hypokalemia.

VLBW premature infants generally tend to develop hyperkalemia and hypocalcemia within the first few days after birth because of insufficient diuresis and increased catabolism. Thus, in our NICU, administration of potassium and phosphate is withheld and calcium is continuously infused until sufficient diuresis is established. It is possible that these intervention strategies promote the subsequent development of hypokalemia and hypophosphatemia in VLBW infants, thereby increasing the risk of developing refeeding syndrome-like electrolyte disturbance.

Hypophosphatemia usually occurs within four days after the commencement of parenteral feeding in conventional refeeding syndrome [21]. To prevent VLBW preterm infants with SGA from developing severe electrolyte disturbances associated with refeeding syndrome, careful monitoring of serum electrolytes including phosphate is essential during the first week of life, and administration of potassium and phosphorus must be started earlier appropriate for gestational age preterm infants.

The limitations of this study are mainly related to its retrospective design and the fact that the participants were selected from a single center. Additionally, serum phosphorus levels were not measured every day during the first week of life. Furthermore, the infusion rates of glucose and electrolytes were changed according to the laboratory data and status of the infants. Therefore, some electrolyte disturbances may not have been recognized.

5. Conclusions

Preterm infants with IUGR caused by placental dysfunction are at risk of developing severe hypophosphatemia and hypokalemia associated with refeeding syndrome-like metabolic disturbance. Close monitoring of electrolyte levels and adjusting the dosage of electrolytes, amino acids, and calories are extremely important for the management of VLBW preterm infants, especially for those with IUGR. Further studies are required to clarify whether aggressive nutrition protocols designed for appropriate gestational age preterm infants are applicable to SGA VLBW preterm infants.


The funder had no role in the study design, data collection and analysis, manuscript preparation, or decision to publish of this manuscript.

Conflicts of Interest

The authors declare that there is no conflict of interests regarding the publication of this paper.


This study was supported by the Japan Society for the Promotion of Science (KAKENHI) (Grant no. 26870229).


  1. S. M. Solomon and D. F. Kirby, “The refeeding syndrome: a review,” Journal of Parenteral and Enteral Nutrition, vol. 14, no. 1, pp. 90–97, 1990. View at: Publisher Site | Google Scholar
  2. H. M. Mehanna, J. Moledina, and J. Travis, “Refeeding syndrome: what it is, and how to prevent and treat it,” BMJ: British Medical Journal, vol. 336, no. 7659, pp. 1495–1498, 2008. View at: Publisher Site | Google Scholar
  3. H. Mizumoto, M. Mikami, H. Oda, and D. Hata, “Refeeding syndrome in a small-for-dates micro-preemie receiving early parenteral nutrition,” Pediatrics International, vol. 54, no. 5, pp. 715–717, 2012. View at: Publisher Site | Google Scholar
  4. G. Ichikawa, Y. Watabe, H. Suzumura, T. Sairenchi, T. Muto, and O. Arisaka, “Hypophosphatemia in small for gestational age extremely low birth weight infants receiving parenteral in the first week after birth,” Journal Pediatric Endocrinology & Metabolism, vol. 25, no. 3-4, pp. 317–321, 2012. View at: Google Scholar
  5. F. Boubred, E. Herlenius, M. Bartocci, B. Jonsson, and M. Vanpee, “Extremely preterm infants who are small for gestational age have a high risk of early hypophosphatemia and hypokalemia,” Acta Paediatrica, vol. 104, no. 11, pp. 1077–1083, 2015. View at: Publisher Site | Google Scholar
  6. J. R. Ross, C. Finch, M. Ebeling, and S. N. Taylor, “Refeeding syndrome in very-low-birth-weight intrauterine growth-restricted neonates,” Journal of Perinatology, vol. 33, no. 9, pp. 712–720, 2013. View at: Publisher Site | Google Scholar
  7. Z. Stanga, A. Brunner, M. Leuenberger et al., “Nutrition in clinical practice—the refeeding syndrome: illustrative cases and guidelines for prevention and treatment,” European Journal of Clinical Nutrition, vol. 62, no. 6, pp. 687–694, 2008. View at: Publisher Site | Google Scholar
  8. R. L. Dunn, N. Stettler, and M. R. Mascarenhas, “Refeeding syndrome in hospitalized pediatric patients,” Nutrition in Clinical Practice, vol. 18, no. 4, pp. 327–332, 2003. View at: Publisher Site | Google Scholar
  9. F. G. Cunningham, K. J. Leveno, S. L. Bloom, C. Y. Spong, and J. S. Dashe, Williams Obstetrics, New York, NY, USA, McGraw-Hill Education Press, 24th edition, 2014.
  10. G. Acharya, T. Erkinaro, K. Mäkikallio, T. Lappalainen, and J. Rasanen, “Relationships among Doppler-derived umbilical artery absolute velocities, cardiac function, and placental volume blood flow and resistance in fetal sheep,” American Journal of Physiology - Heart and Circulatory Physiology, vol. 286, no. 4, pp. H1266–H1272, 2004. View at: Publisher Site | Google Scholar
  11. J. Kurmanavicius, I. Florio, J. Wisser et al., “Reference resistance indices of the umbilical, fetal middle cerebral and uterine arteries at 24–42 weeks of gestation,” Ultrasound in Obstetrics & Gynecology, vol. 10, no. 2, pp. 112–120, 1997. View at: Publisher Site | Google Scholar
  12. L. M. McCowan, B. M. Mullen, and K. Ritchie, “Umbilical artery flow velocity waveforms and the placental vascular bed,” American Journal of Obstetrics & Gynecology, vol. 157, no. 4, pp. 900–902, 1987. View at: Google Scholar
  13. W. B. Giles, B. J. Trudinger, and P. J. Baird, “Fetal umbilical artery flow velocity waveforms and placental resistance: pathological correlation,” British Journal of Obstetrics and Gynaecology, vol. 92, no. 1, pp. 31–38, 1985. View at: Google Scholar
  14. G. Pardi, A. M. Marconi, and I. Cetin, “Placental-fetal interrelationship in IUGR fetuses—a review,” Placenta, vol. 23, Supplement A, pp. S136–S141, 2002. View at: Publisher Site | Google Scholar
  15. T. R. Fenton, A. W. Lyon, and M. S. Rose, “Cord blood calcium, phosphate, magnesium, and alkaline phosphatase gestational age-specific reference intervals for preterm infants,” BMC Pediatrics, vol. 11, p. 76, 2011. View at: Publisher Site | Google Scholar
  16. C. L. Blanco, A. K. Gong, J. Schoolfield et al., “Impact of early and high amino acid supplementation on ELBW infants at 2 years,” Journal of Pediatric Gastroenterology and Nutrition, vol. 54, no. 5, pp. 601–607, 2012. View at: Publisher Site | Google Scholar
  17. D. C. Wilson, P. Cairns, H. L. Halliday, M. Reid, G. McClure, and J. A. Dodge, “Randomised controlled trial of an aggressive nutritional regimen in sick very low birthweight infants,” Archives of Disease in Childhood Fetal and Neonatal Edition, vol. 77, no. 1, pp. F4–F11, 1997. View at: Google Scholar
  18. M. H. Ibrahim, M. A. Jeroudi, R. J. Baier, R. Dhanireddy, and R. W. Krouskop, “Aggressive early total parental nutrition in low-birth-weight infants,” Journal of Perinatology, vol. 24, no. 8, pp. 482–486, 2004. View at: Publisher Site | Google Scholar
  19. S. Iacobelli, F. Bonsante, A. Vintėjoux, and J. B. Gouyon, “Standardized parenteral nutrition in preterm infants: early impact on fluid and electrolyte balance,” Neonatology, vol. 98, no. 1, pp. 84–90, 2010. View at: Publisher Site | Google Scholar
  20. F. Bonsante, S. Iacobelli, C. Chantegret, D. Martin, and J. B. Gouyon, “The effect of parenteral nitrogen and energy intake on electrolyte balance in the preterm infant,” European Journal of Clinical Nutrition, vol. 65, no. 10, pp. 1088–1093, 2011. View at: Publisher Site | Google Scholar
  21. S. D. Hearing, “Refeeding syndrome,” BMJ: British Medical Journal, vol. 328, no. 7445, pp. 908-909, 2004. View at: Publisher Site | Google Scholar

Copyright © 2017 Aiko Igarashi et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

More related articles

1928 Views | 550 Downloads | 5 Citations
 PDF  Download Citation  Citation
 Download other formatsMore
 Order printed copiesOrder

Related articles

We are committed to sharing findings related to COVID-19 as quickly and safely as possible. Any author submitting a COVID-19 paper should notify us at help@hindawi.com to ensure their research is fast-tracked and made available on a preprint server as soon as possible. We will be providing unlimited waivers of publication charges for accepted articles related to COVID-19. Sign up here as a reviewer to help fast-track new submissions.