Abstract
Intravenous maintenance fluid therapy (IV-MFT) is probably the most prescribed drug in paediatric hospital care. Recently paediatric societies have produced evidence-based practice guidelines that recommend the use of balanced isotonic fluid when prescribing IV-MFT in both acute and critical paediatric care. Unfortunately, the applicability of these guidelines could be called into question when a ready-to-use glucose-containing balanced isotonic fluid is not available. The main objective of this study was to describe the availability of glucose-containing balanced isotonic fluids in European and Middle Eastern paediatric acute and critical care settings. This work is an ancillary study of the survey dedicated to IV-MFT practices in the paediatric acute and critical care settings in Europe and Middle East, a cross-sectional electronic 27-item survey, emailed in April–May 2021 to paediatric critical care physicians across 34 European and Middle East countries. The survey was developed by an expert multi-professional panel within the European Society of Peadiatric and Neonatal Intensive Care (ESPNIC). Balanced isotonic fluid with glucose 5% was available for only 32/153 (21%) responders. Balanced isotonic fluid with glucose 5% was consistently available in the UK (90%) but not available in France, Greece, The Netherlands and Turkey.
Conclusion: Ready-to-use isotonic balanced IV solutions containing glucose in sufficient amount exist but are inconsistently available throughout Europe. National and European Medication Safety Incentives should guarantee the availability of the most appropriate and safest IV-MFT solution for all children.
What is Known: • Intravenous maintenance fluid therapy (IV-MFT) is probably the most prescribed drug in paediatric hospital care. • Balanced isotonic fluid is recommended when prescribing IV-MFT in both acute and critical paediatric care. | |
What is New: • Balanced isotonic fluid with glucose 5% is available for less than 25% of the prescribers in Europe and the Middle East. Availability of balanced isotonic fluid with glucose 5% varies from one country to another but can also be inconsistent within the same country. • Clinicians who have access to a ready-to-use balanced isotonic fluid with glucose 5% are more likely to consider its use than clinicians who do not have access to such an IV solution. |
Supplementary Information
The online version contains supplementary material available at 10.1007/s00431-024-05514-6.
Keywords: Intravenous fluids, Balanced fluids, Isotonic fluids
Introduction
Intravenous maintenance fluid therapy (IV-MFT) is probably the most prescribed drug in paediatric hospital care [1]. It has been used for more than a century and yet, it is only recently that paediatric societies have produced evidence-based practice guidelines to guide the use of IV fluids in clinical practice [2, 3]. These guidelines recommend the use of balanced isotonic fluid when prescribing IV-MFT in both acute and critical paediatric care. Those recommendations were based on the fact that balanced isotonic fluids were less likely to cause hyponatremia and metabolic hyperchloremic acidosis, which have been associated with several severe, potentially deadly, complications in the pediatric intensive care unit (PICU), such as neurological impairment, kidney injury or organ dysfunction [4]. Besides, balanced solutions have also been shown to reduce the length of both PICU and hospital stay [3]. It is also recommended to provide the appropriate amounts of potassium and glucose to prevent children from presenting hypokalaemia and hypoglycaemia [2, 3]. However, even though two international paediatric societies (the American Academic of Pediatrics (AAP) [2] and the European Society of Paediatric and Neonatal Intensive Care (ESPNIC) [3]) are to be commended for these long-awaited guidelines, the applicability and implementation of these guidelines are threatened by a lack of these fluids available. During the last decade, the growing interest in the use of balanced crystalloids to prevent patients from developing clinical complications and mortality related to hyperchloremia and metabolic acidosis has been associated with a growing availability of balanced IV fluids [5]. Unfortunately, amongst this variety of available balanced IV fluids, very few, or even none in certain countries, contain glucose. However, glucose content is fundamental for paediatric IV-MFT. In 2022, Morice et al. showed that the absence of glucose in the solution was the main reason for not prescribing a balanced fluid by 29.4% of the respondents [1]. The main objective of this study was to describe the availability of glucose-containing balanced isotonic fluids in European and Middle Eastern paediatric acute and critical care settings, performing a complementary analysis of the Morice et al. [1] survey. The secondary objective was to evaluate the impact of the absence of paediatric appropriate ready-to-use fluids on IV-MFT declarative practice.
Materials and method
This work was an ancillary study of the survey dedicated to IV-MFT practice in the paediatric acute and critical care settings in 35 countries in Europe and Middle East [1]. The study design, the included population and the survey instrument development, content and data collection have previously been published [1]. This survey was designed to collect a single response per centre.
Data analysis
Data were analysed according to the country of the responders and according to the availability of balanced isotonic fluids, with or without glucose 5%. The data analysis was focused on the questions related to the use of balanced fluids (Q13, 14, 15, 16) and fluid choices (Q17, 18, 19, 20).
We used a summative score to summarize the results from Likert scale questions for each participant. Variables distributions were assessed by the Shapiro–Wilk comparison test and continuous variables were presented as median (min-max). Categorical variables were presented as number (percentage). Comparisons between both groups were made by a Mann–Whitney U test or a Kruskal-Wallis’s test for continuous variables as appropriate and by a chi-square test with Monte Carlo simulation with 2000 replicates for categorical variables. The level of statistical significance was set at p < 0.05. Statistical analyses were performed using open-access R software (Version 4.2.1; R Foundation for Statistical Computing, Vienna, Austria). Ethical approval was obtained from the Caen-France institutional review board (reference number 2474).
Results
Participants’ characteristics
Participants’ characteristics were presented in [1]. The response rate related to contacted centres was 63%, with 153 centres represented, over 240 contacted. The responses represented 35 (82%) of the 43 countries surveyed. One participant was excluded for practicing in Australia.
Fluid availability according to country
Fluid availability according to the country of the responders is presented in Table 1. Balanced isotonic fluid with glucose 5% was declared available for only 32 (21%) responders. Balanced isotonic fluid with glucose 5% was consistently available only in the UK (90%) and totally absent from France, Greece, The Netherlands and Turkey. The most widely available fluids were balanced (93.5%) and unbalanced (87.6%) isotonic fluids without glucose.
Table 1.
Total | Belgium | France | Germany | Greece | Italy | Poland | Portugal | Spain | Switzerland | The Netherlands | Turkey | United Kingdom | Others | p | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
n = 153 | n = 7 | n = 17 | n = 10 | n = 5 | n = 10 | n = 9 | n = 7 | n = 19 | n = 11 | n = 5 | n = 9 | n = 10 | n = 34 | ||
Balanced isotonic fluid | 143 (93.5%) | 6 (85.7%) | 15 (88.2%) | 8 (80%) | 5 (100%) | 10 (100%) | 9 (100%) | 7 (100%) | 17 (89.5%) | 11 (100%) | 5 (100%) | 8 (88.9%) | 10 (100%) | 32 (94.1%) | 0.68 |
Balanced isotonic fluid with glucose 5% | 32 (21.0%) | 4 (57.1%) | 0 | 2 (20.0%) | 0 | 1 (10.0%) | 1 (11.1%) | 3 (42.9%) | 4 (21.1%) | 3 (27.3%) | 0 | 0 | 9 (90%) | 5 (14.7%) | < 0.0001 |
Balanced isotonic fluid with glucose 1% | 23 (15.0%) | 0 | 8 (47.1%) | 3 (30%) | 0 | 0 | 6 (66.7%) | 0 | 1 (5.3%) | 4 (36.4%) | 0 | 0 | 0 | 1 (2.9%) | < 0.0001 |
Balanced hypotonic fluid with glucose 5% | 4 (2.6%) | 1 (14.3%) | 0 | 0 | 0 | 2 (20%) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 (2.9%) | 0.10 |
Unbalanced isotonic fluid | 134 (87.6%) | 6 (85.7%) | 14 (82.4%) | 6 (60%) | 5 (100%) | 10 (100%) | 5 (55.6%) | 7 (100%) | 17 (89.5%) | 10 (90.9%) | 4 (80%) | 9 (100%) | 10 (100%) | 31 (91.2%) | 0.03 |
Unbalanced isotonic fluid with glucose 5% | 7 (4.6%) | 1 (14.3%) | 0 | 0 | 0 | 0 | 0 | 1 (14.3%) | 4 (21.1%) | 0 | 0 | 0 | 1 (10%) | 0 | 0.06 |
Unbalanced hypotonic fluid with glucose 5% | 114 (74.5%) | 6 (85.7%) | 17 (100%) | 6 (60%) | 4 (80%) | 4 (40%) | 3 (33.3%) | 7 (100%) | 14 (73.7%) | 7 (63.6%) | 4 (80%) | 9 (100%) | 9 (90%) | 24 (70.6%) | 0.001 |
Balanced isotonic fluids are as follows: Ringer’s lactate, Ringer’s acetate, Hartamann’s solution, Plasmalyte, Isolyte E and S, Normosol R, Isofundine, Sterofundine, Ringerfundine, Optilyte
Balanced isotonic fluids with glucose 5% are as follows: PlasmalyteG5, Sterofundine VG5
Balanced isotonic fluids with glucose 1% are as follows: Isopedia, Benelyte
Balanced hypotonic fluids with glucose 5% are as follows: Normosol M; Sterofundine HEG 5; Isolyte G, M and P
Unbalanced isotonic fluid is as follows: NaCl 0.9%
Unbalanced isotonic fluid with glucose 5% is as follows: G5NaCl 0.9%
Unbalanced hypotonic fluids with glucose 5% are as follows: Glucidion, Osmotan, Bionolyte, Polyionique, Dextrion
an refers to the number of centers
Impact of country on prescriptions' practices
Responders’ consideration for the importance of balanced fluids varies considerably between countries in both conventional and critical care unit (SDC 1). Prescription practices varied considerably between countries (SDC 1). Balanced isotonic fluid was considered in 45.0% of the clinical situations (from 6.5% in Greece to 83.3% in Poland) and unbalanced isotonic fluid in 42.8% (from 11.1% in Poland to 78.5% in Turkey). Hypotonic unbalanced fluid was considered in 10.5% of the clinical situations (from 0% in the UK to 30% in Greece). It was consistently the less prescribed fluid, except in France and in Greece, where it was prescribed more than balanced isotonic fluid.
Impact of fluid availability on prescriptions’ practices
Among the 32 responders who declared having access to a balanced isotonic fluid with glucose 5%, 23 (71.9%) reported that balanced isotonic fluid should be always considered vs 42/121 (34.7%) (p < 0.001) in the case of unavailability of a balanced isotonic fluid with glucose 5% (SDC 2). The availability of a balanced isotonic fluid with glucose 5% was systematically and significantly associated with a preference for prescribing this fluid over unbalanced isotonic or hypotonic crystalloids, notwithstanding the clinical situation studied (SDC 2).
Discussion
Performing a complementary analysis on the declarative data of Morice et al. survey [1], focusing on the declared type of available IV fluids, we have realised that only 21% of responders have access to a commercialized balanced isotonic fluid containing 5% glucose, which is considered as the current recommended IV fluid for paediatric IV-MFT. We have shown that the availability of such a solution varies from one country to another but can also be inconsistent within the same country. In addition, we have observed that the availability of a balanced isotonic fluid with 5% glucose was associated with a higher declarative use of balanced isotonic fluid in almost all the assessed clinical situations. This inconsistency regarding the availability of these ready-made balanced solutions is a significant barrier to the implementation of the recent ESPNIC IV-MFT guidelines into clinical practices and could explain the obsolete but still current use of hypotonic IV fluids [1, 6]. This should be reassessed once a specific model for disseminating these guidelines in clinical practice has been implemented.
In the absence of a ready-to-use appropriate IV fluid for children, local compounding to make solutions that comply with the recommendations is often required (Fig. 1). Such manipulations give rise to significant patient risks regarding the uncertainty in physico-chemical stability, microbial contamination, prescription and preparation errors while manipulating electrolytes, as well as alterations of the tonicity and/or the balanced nature of the original fluid [7]. Some clinicians have considered using paediatric IV fluids marketed for the peri-operative period as alternatives that are balanced isotonic fluids with 1% glucose. ISOPEDIA© (FRESENIUS KABI FRANCE) and BENELYTE© (FRESENIUS KABI POLSKA) are the only balanced isotonic glucose-containing crystalloids available in many European countries. Their marketing authorisation was obtained in 2017, based on perioperative IV-MFT guidelines in children, which recommended a 1 to 2.5% glucose concentration [8]. However, this glucose-containing fluid is probably not appropriate for use outside of the perioperative setting, as they provide insufficient amount of glucose. No clear consensus exists on the optimal glucose concentration for paediatric IV-MFT. In the general paediatric setting, 5% glucose concentration solutions are common and recommended by some medical societies [9] probably based on Holliday and Segar guidance [6]. Likewise, adult guidelines suggest considering a daily glucose intake of 1 to 1.5 g/kg/day to prevent fasting ketonemia [10]. We consider that isotonic balanced solutions which would provide different ranges of glucose (from 1 to 10%) should be favoured and made readily available on the market to ensure safe IV fluid therapy for children. In addition, as the insufficient amount of potassium in some balanced fluids has been called into question and may contribute to impairing the applicability of the guidelines, those fluids should be available with a sufficient amount of potassium for use in standard paediatric IV maintenance therapy [11]. Specific considerations should be made regarding potassium content when bolus fluids are used or in case of renal failure. Finally, consideration should be given to cost and packaging. If these recommendations are to be applicable worldwide, including in low- and middle-income countries, the recommended fluids must be available at a reasonable price [12]. In addition, to overcoming the wide variability in patient characteristics encountered in paediatric practice, the recommended fluids should be available in a range of packaging formats, in order to reduce waste as well as the environmental footprint of plastic packaging [13].
The limitations inherent to the original survey were presented in [1]. This study’s specific limitations mainly lie within the fact that the survey was not originally dedicated to determining the different fluid availability. It is therefore difficult to confirm that unavailability of the appropriate fluid in responding centres of one country reflects the absence of marketing of the fluid within the country or the simple lack of product referencing in the responding centre (due to cost issues or poor regard to the necessity of the product). This study was not designed to identify potential stakeholders in the availability of balanced fluids.
Conclusion
Ready-to-use isotonic balanced IV solutions containing glucose in sufficient amounts exist but are inconsistently available throughout Europe. National and European Medication Safety Incentives should guarantee the availability of the most appropriate and safest IV-MFT solution for all children. Our expert group is calling for the rapid commercialization of appropriate solutions worldwide.
Supplementary Information
Below is the link to the electronic supplementary material.
Acknowledgements
We acknowledge with gratitude those respected colleagues who were involved in the distribution of the survey within their country and region: Sanja Simic and Dejan Milojevic (Serbia), Jeppe Sylvest Angaard Nielsen (Danemark), Mari-Liis Ilmoja (Estonia), Josko Markic (Croatia), Rachel Elizabeth Grech (Malta), Reinis Balmaks (Latvia).
The ESPNIC-IVMFT group
works on behalf of the Metabolism Endocrinology and Nutrition section of the European Society of Pediatric and Neonatal Intensive Care (ESPNIC): Sophie Beldjilali, Pediatric Intensive Care, Assistance Publique Hopitaux de Marseille, Marseille, France.; Fabrizio Chiusolo, Pediatric Intensive Care, Bambino Gesù Children’s Hospital, Rome, Italy.; Leonardo Costa, Pediatric Intensive Care, S.Orsola-Malpighi University Hospital, Bologna, Italy.; Capucine Didier, Pediatric Intensive Care, Hospices Civils de Lyon, Lyon, France.; Stavroula Ilia, Pediatric Intensive Care, University Hospital, Medical School, University of Crete, Heraklion, Greece.; Nyandat L Joram, Moi Teaching and Referral Hospital, Eldoret, Kenya.; Corinne Jotterand Chaparro, Department of Nutrition and Dietetics, Geneva School of Health Sciences, HES-SO University of Applied Sciences and Arts Western Switzerland, Geneva, Switzerland.; Martin CJ Kneyber, Pediatric Intensive Care, Beatrix Children's Hospital, Groningen, the Netherlands.; Eva Kühlwein, Department of Intensive Care and Neonatology, and Children’s Research Center, University Children`s Hospital Zurich, Zurich, Switzerland.; Jorge Lopez, Pediatric Intensive Care, Gregorio Marañón General University Hospital, Madrid, Spain.; Jesus López-Herce, Pediatric Intensive Care, Gregorio Marañón General University Hospital, Madrid, Spain.; Luise V. Marino, University Hospital Southampton NHS Foundation Trust, Southampton, United Kingdom.; Fortesa Mehmeti, Pediatric Intensive Care, University Hospital of Geneva, Geneva, Switzerland.; Magdalena Mierzewska-Schmidt, Department of Paediatric Anaesthesiology and Intensive Therapy, Medical University of Warsaw, Warsaw, Poland.; MarIa Miñambres Rodríguez, Pediatric Intensive Care, Virgen de la Arrixaca Hospital, Murcia, Spain.; Clémence Moullet, Department of Nutrition and Dietetics, Geneva School of Health Sciences, HES-SO University of Applied Sciences and Arts Western Switzerland, Geneva, Switzerland.; John V. Pappachan, Pediatric Intensive Care, University Hospital Southampton NHS Foundation Trust, Southampton, United Kingdom.; Leonor Reis Boto, Pediatric Intensive Care, Departament of Pediatrics, Hospital de Santa Maria, Centro Hospitalar Universitário de Lisboa Norte, Lisbon, Portugal, Faculdade de Medicina, Universidade de Lisboa, Lisbon, Portugal.; Shancy Rooze, Pediatric Intensive Care, HUDERF, Brussels, Belgium.; Luregn J Schlapbach, Department of Intensive Care and Neonatology, and Children’s Research Center, University Children`s Hospital Zurich, Zurich, Switzerland.; Hakan Tekguc, Pediatric Intensive Care, Dr. Burhan Nalbantoglu State Hospital, Nicosia, North Cyprus.; Konstantinos Tziouvas, Pediatric Intensive Care, Aglaia Kyriakou Children’s Hospital, Athens, Greece.; Sascha CAT Verbruggen, Pediatric Intensive Care, Erasmus MC—Sophia Childrens Hospital, Rotterdam, The Netherlands.
Abbreviations
- AAP
American Academy of Pediatrics
- ESPNIC
European Society of Pediatric and Neonatal Intensive Care
- IV
Intravenous
- IV-MFT
Intravenous maintenance fluid therapy
- PICU
Paediatric intensive care unit
Authors’ contributions
DWB, LNT and FVV assumed supervision of the core team. DWB, IG, CM, LNT and FVV developed the study protocol; CM, FA, HM, DWB, LNT and FVV developed and piloted the survey tool. DWB, IG, LNT and FVV conceptualized the article. DWB, IG and FP drafted the first version of the manuscript. DWB, IG and FP contributed to the design of the table. IG and LNT edited the manuscript in English. All authors reviewed, edited and approved the manuscript.
Funding
No funding was received for the conduct of the review.
Availability of data and material
No datasets were generated or analysed during the current study.
Declarations
Ethics approval
Our protocol was analysed within the Research Ethics Committee (CLERS) and was approved in May 2021. This study protocol was deemed to comply with the legal standard applicable in France and with the European regulation on the protection of individuals. Ethical clearance is not applicable.
Informed consent
Not applicable.
Competing interests
DWB and IG received honoraria for presentations from BBraun. LNT received honoraria for presentations from Nestle. FVV received honoraria for presentations from Baxter, Nutricia and Nestle Health Care. For the remaining authors, none was declared.
Footnotes
Publisher's Note
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Contributor Information
David W. Brossier, Email: brossier-d@chu-caen.fr
on behalf of the European Society of Pediatric and Neonatal Intensive Care (ESPNIC) IVMFT group:
Sophie Beldjilali, Fabrizio Chiusolo, Leonardo Costa, Capucine Didier, Stavroula Ilia, Nyandat L Joram, Corinne Jotterand Chaparro, Martin CJ Kneyber, Eva Kühlwein, Jorge Lopez, Jesus López-Herce, Luise V. Marino, Fortesa Mehmeti, Magdalena Mierzewska-Schmidt, MarIa Miñambres Rodríguez, Clémence Moullet, John V. Pappachan, Leonor Reis Boto, Shancy Rooze, Luregn J Schlapbach, Hakan Tekguc, Konstantinos Tziouvas, and Sascha CAT Verbruggen
References
- 1.Morice C, Alsohime F, Mayberry H, Tume LN, Brossier D, Valla FV, et al. Intravenous maintenance fluid therapy practice in the pediatric acute and critical care settings: a European and Middle Eastern survey. Eur J Pediatr. 2022;181(8):3163–3172. doi: 10.1007/s00431-022-04467-y. [DOI] [PubMed] [Google Scholar]
- 2.Feld LG, Neuspiel DR, Foster BA, Leu MG, Garber MD, Austin K, et al. Clinical practice guideline: maintenance intravenous fluids in children. Pediatrics. 2018;142(6):e20183083. doi: 10.1542/peds.2018-3083. [DOI] [PubMed] [Google Scholar]
- 3.Brossier DW, Tume LN, Briant AR, Jotterand Chaparro C, Moullet C, Rooze S, et al. ESPNIC clinical practice guidelines: intravenous maintenance fluid therapy in acute and critically ill children— a systematic review and meta-analysis. Intensive Care Med. 2022;48(12):1691–1708. doi: 10.1007/s00134-022-06882-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Brossier DW, Goyer I, Verbruggen SCAT, Jotterand Chaparro C, Rooze S, Marino LV, et al. Intravenous maintenance fluid therapy in acutely and critically ill children: state of the evidence. Lancet Child Adolesc Health. 2024;8(3):236–244. doi: 10.1016/S2352-4642(23)00288-2. [DOI] [PubMed] [Google Scholar]
- 5.Stenson EK, Cvijanovich NZ, Anas N, Allen GL, Thomas NJ, Bigham MT, et al. Hyperchloremia is associated with complicated course and mortality in pediatric patients with septic shock*. Pediatr Crit Care Med. 2018;19(2):155–160. doi: 10.1097/PCC.0000000000001401. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Holliday MA, Segar WE. The maintenance need for water in parenteral fluid therapy. Pediatrics. 1957;19(5):823–832. doi: 10.1542/peds.19.5.823. [DOI] [PubMed] [Google Scholar]
- 7.Denis M, Di Giacomo A, Lacotte E, Porcheret F, Letouzé N, Lauzier B, et al. From hypotonic maintenance fluid to severe hyponatremia: a case report. J Med Case Reports. 2021;15(1):315. doi: 10.1186/s13256-021-02889-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Sümpelmann R, Becke K, Brenner S, Breschan C, Eich C, Höhne C, et al. Perioperative intravenous fluid therapy in children: guidelines from the Association of the Scientific Medical Societies in Germany. Pediatr Anesth. 2017;27(1):10–18. doi: 10.1111/pan.13007. [DOI] [PubMed] [Google Scholar]
- 9.NICE guidelines (2020) intravenous fluid therapy in children and young people in hospital Guidance. 2020. https://www.nice.org.uk/guidance/ng29/chapter/Recommendations. Accessed on 4 June 2021
- 10.Malbrain MLNG, Langer T, Annane D, Gattinoni L, Elbers P, Hahn RG, et al. Intravenous fluid therapy in the perioperative and critical care setting: executive summary of the International Fluid Academy (IFA) Ann Intensive Care. 2020;10(1):64. doi: 10.1186/s13613-020-00679-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Lehtiranta S, Honkila M, Kallio M, Paalanne N, Peltoniemi O, Pokka T, et al. Risk of electrolyte disorders in acutely Ill children receiving commercially available plasmalike isotonic fluids: a randomized clinical trial. JAMA Pediatr. 2021;175(1):28. doi: 10.1001/jamapediatrics.2020.3383. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Kovacevic P, Meyer FJ, Gajic O. Challenges obstacles, and unknowns in implementing principles of modern intensive care medicine in low-resource settings: an insider’s perspective. Intensive Care Med. 2024;50:141–143. doi: 10.1007/s00134-023-07270-x. [DOI] [PubMed] [Google Scholar]
- 13.McGain F, McAlister S. Reusable versus single-use ICU equipment: what’s the environmental footprint? Intensive Care Med. 2023;49(12):1523–1525. doi: 10.1007/s00134-023-07256-9. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
No datasets were generated or analysed during the current study.