Skip to main content

Volume replacement in the resuscitation of trauma patients with acute hemorrhage: an umbrella review

Abstract

Background

The use of intravenous fluid therapy in patients with major trauma in prehospital settings is still controversial. We conducted an umbrella review to evaluate which is the best volume expansion in the resuscitation of a hemorrhagic shock to support the development of major trauma guideline recommendations.

Methods

We searched PubMed, Embase, and CENTRAL up to September 2022 for systematic reviews (SRs) investigating the use of volume expansion fluid on mortality and/or survival. Quality assessment was performed using AMSTAR 2 and the Certainty of the evidence was assessed with the Grading of Recommendations Assessment, Development, and Evaluation (GRADE) approach.

Results

We included 14 SRs investigating the effects on mortality with the comparisons: use of crystalloids, blood components, and whole blood. Most SRs were judged as critically low with slight overlapping of primary studies and high consistency of results. For crystalloids, inconsistent evidence of effectiveness in 28- to 30-day survival (primary endpoint) was found for the hypertonic saline/dextran group compared with isotonic fluid solutions with moderate certainty of evidence. Pre-hospital blood component infusion seems to reduce mortality, however, as the certainty of evidence ranges from very low to moderate, we are unable to provide evidence to support or reject its use. The blood component ratio was in favor of higher ratios among all comparisons considered with moderate to very low certainty of evidence. Results about the effects of whole blood are very uncertain due to limited and heterogeneous interventions in studies included in SRs.

Conclusion

Hypertonic crystalloid use did not result in superior 28- to 30-day survival. Increasing evidence supports the scientific rationale for early use of high-ratio blood components, but their use requires careful consideration. Preliminary evidence is very uncertain about the effects of whole blood and further high-quality studies are required.

Introduction

Traumatic injury is one of the leading causes of death worldwide, representing approximately 10% of global deaths, especially in the young population [1]. Uncontrolled bleeding is responsible for approximately 50% of deaths within 24 h after the injury [2, 3] and represents the main cause of potentially preventable death in trauma patients. Uncontrolled bleeding requires quick identification and immediate action to save the patient [4]. The early recognition of hemorrhages in pre-hospital settings reduces the activation time of hospital massive transfusion protocols [5], counteracts the progression of acute traumatic-induced coagulopathy [6, 7] and is associated with improved survival in severely injured trauma patients [8]. Early treatment in the prehospital setting, and emergency department (ED) included intravenous fluid administration and/or blood transfusion [9, 10] to increase intravascular volume, cardiac preload and output, global oxygenation, and microvascular perfusion [11].

Judicious fluid resuscitation is the first step in the hemodynamic management of patients with hemorrhagic shock to avoid an increase in bleeding and protect the patient from severe consequences of hypovolemic shock [12]. A multidisciplinary Task Force for Advanced Bleeding Care of the European guideline on the management of major trauma recommends a prehospital assessment of the circulation status [13] with the resuscitation of patients with traumatic hemorrhagic shock aimed at maintaining a systolic blood pressure of 80–90 mmHg, limited infusion of crystalloids/colloids [14] and increased early blood component transfusion until definitive bleeding control [8]. Since then, several systematic reviews have been performed to analyze which fluids should be used for patients with major trauma in hemorrhagic shock. However, there is still no consensus on the optimal resuscitation strategy with respect to the type, quantity, and timing of fluid therapy [15].

Volume replacement is still cornerstones to correct fluid deficits during early trauma resuscitation, but the conduct and reporting of literature are various in terms of purpose and outcome measurements. The aim of this umbrella review is to map the scientific literature on the type of resuscitation fluids and establish an overall view of the available evidence on their use in trauma patients with hemorrhagic shock.

Methods

We applied the Cochrane method for overviews of reviews and the JBI guidelines for umbrella reviews to systematically map the use of expansion fluids in the resuscitation of trauma patients with acute hemorrhage to reduce mortality [16, 17]. The study protocol has been stored at the following link: https://osf.io/86k5u/. The report has been written according to the Preferred Reporting Items for Overviews of Reviews (PRIOR) [18].

Clinical question and study design

We conducted an overview of reviews to support the major trauma integrated management guideline panel of our Institute of Health [19, 20] in formulating recommendations for the following clinical question: What is the best volume expansion fluid to use in the resuscitation of hemorrhagic shock? We used the Grading of Recommendations Assessment, Development and Evaluation (GRADE)-ADOLOPMENT approach for guideline production [21], adopted by the national methodological manual [22], to guide a structured and systematic adaptation and updating process of the recommendation on the volume expansion fluid to use in the resuscitation of hemorrhagic shock from NICE NG39 [23].

Inclusion/exclusion criteria

We included studies if they were systematic reviews of original research (randomized controlled trials and observational studies), with or without meta-analyses that investigated the effectiveness of different kinds of fluid replacement in patients with hemorrhagic shock after a traumatic incident. We defined a systematic review, based on Cochrane’s definition, as a review of the literature in which one “attempts to identify, appraise and synthesize all the empirical evidence that meets pre-specified eligibility criteria to answer a specific research question by using explicit, systematic methods that are selected with a view aimed at minimizing bias, to produce more reliable findings to inform decision making” [24]. We excluded narrative reviews, non-systematic literature reviews, and systematic reviews of material that was not original research (e.g., systematic reviews of guidelines). Eligibility criteria for the overview were established using the Population, Intervention, Comparator, Outcome framework to include: (1) Population: adults who have experienced a traumatic incident. Pre-hospital and emergency department (ED) have been considered because initial management in ED is a prolongation of the pre-hospital treatment (continuum of care concept); (2) Interventions: crystalloids, packed red blood cells (PRBCs), fresh frozen plasma (FFP), platelets (PLT), liquid plasma, lyophilized plasma, low titer 0-negative whole blood (LT0WB); (3) Comparisons: a comparison or combination of the above (including different ratios). We defined blood component therapy as “plasma and/or PRBCs (with or without crystalloids)” whereas we defined standard care as “infusion with crystalloids, no transfusion, unknown or combination with blood components” [25]; (4) Outcome: overall mortality and/or survival (e.g., 24 h, 30 days/1 month). We excluded people with a major trauma resulting from burns, and patients in hypovolemic shock not caused by trauma.

Search strategy

We used the search strategy performed by the adopted NICE guideline [23] from 26, March 2015 up to 9 September 2022 the following electronic databases: MEDLINE (PubMed), EMBASE (Elsevier, EMBASE.com), and Cochrane Central Register of Controlled Trials (CENTRAL) restricted to English only. This time span has been chosen as this overview represents an update of the systematic review carried out by the NICE to develop recommendations for the NG39 [23]. Searching for the research synthesis conducted within the last 5 to 10 years yields primary research covered at least 20 years prior [17].

The search strategy is outlined in Additional file 1: Appendix 1, Supplement 1. The literature search was supplemented by reviewing the bibliographies of the included reviews and other key papers.

Selection of studies and data extraction

Two independent authors (SG, GC) screened titles and abstracts obtained with the selected search strategy. Each reviewer then independently assessed the full text of potentially relevant studies for inclusion. Any disagreement was solved by a discussion with a third reviewer (OC). We adopted a standardized data collection form to extract the following information: review characteristics (e.g., year of conduct/literature search, type of included study designs), patient characteristics (e.g., type and number of patients, age mean), and interventions examined (e.g., type of intervention, ratio of intervention). A list of the primary studies included in all the systematic reviews with meta-analysis was compiled and cross-referenced with the primary studies included in the SRs. We contacted authors if the reported data were insufficient or unclear.

Quality appraisal and certainty of the evidence

Quality appraisal was completed concurrently with data extraction using the Assessment of Multiple Systematic Reviews 2 (AMSTAR 2) Checklist tool [26], an updated version of the original AMSTAR [27], specifically developed to assess the methodological quality of systematic reviews of randomized and non-randomized studies of healthcare interventions. Two independent authors (MD, DD) performed the assessment, and any disagreement was solved by consensus. We carried out descriptive tables of the quality of the primary studies reporting the rating shown in the included SRs. Additionally, the Certainty of the Evidence (CoE) was assessed by two authors (AB, GP) using the GRADE approach examining five dimensions (risk of bias, consistency of effect, imprecision, indirectness, and publication bias) [28]. The evidence was downgraded from “high quality” by one level or by two levels if, respectively, serious or very serious limitations were found for each of the five dimensions. Reasons for limitation and main findings are reported in a tabular format presenting the “summary of findings” of the certainty of the evidence for the mortality outcome (e.g., 24 h, 30 days/1 month).

Data synthesis

We adhered to all data collection and synthesis methodology outlined in the Cochrane Handbook’s chapter on overviews of reviews and JBI Manual for Evidence Synthesis [17, 29]. No formal statistical analysis was planned for this overview as substantial clinical and methodological heterogeneity was expected across the included reviews and pooling the data or conducting an indirect comparison would not be appropriate in this situation.

We summarized the main results of the included reviews by categorizing their findings in the following comparisons (1) use of crystalloids, (2) use of blood components (a) and their blood components ratios (b), (3) use of whole blood (WB). Lists of the primary studies in each included review were collated and cross-referenced in the matrix of evidence tables to ascertain the degree of overlap between reviews for each treatment comparison of mortality outcome and to provide context for the results. Additionally, a matrix of evidence for the entire overview was prepared and used to calculate the “corrected covered area” (CCA) to quantify the degree of overlap between all the reviews included in this work [30].

Results

Study selection

A total of 3689 records were screened, 3655 were excluded after the title and abstract screening while 20 were excluded after a full-text reading (Additional file 1: Appendix 1, Supplement 2). Overall, 14 systematic reviews were included, the study flow diagram is reported in Fig. 1.

Fig. 1
figure 1

Study flow diagram

Review characteristics

The included reviews were conducted between 2018 and 2021 with half (50%) published in 2020. Literature search dates for the included reviews ranged from 2015 to 2022 (min–max). A total of 210 studies were included in the SRs with 46 randomized controlled trials and 164 observational studies. Most SRs (79%) performed a meta-analysis. Characteristics of included studies are reported in Table 1 and further details are presented in Additional file 1: Appendix 1, Table S1.

Table 1 Summary of general characteristics of included systematic reviews

Overlap between included SRs and studies

In Table 2, we mapped all SRs covering the three included comparisons. Between the 14 SRs included, two [31, 32] overlapped between the comparisons “blood component ratio” and “whole blood vs blood component therapy”. A total of 86 primary studies were cited 136 times across the 14 SRs included in this overview, resulting in a CCA of 0.04 indicating little to no overlap across the included reviews meaning that SRs addressed different clinical intervention questions (Additional file 1: Appendix 1, Table S2–S4).

Table 2 Map of included SRs across comparisons

Comparison 1: hypertonic crystalloids vs isotonic crystalloids

We found one systematic review of RCTs investigating hypertonic saline/dextran or hypertonic saline versus isotonic fluid [33]. This systematic review does not present the superiority of the hypertonic saline/dextran group compared with isotonic fluid solutions at 28- to 30 days survival (primary endpoint) (5 RTCs n = 1440, OR = 1.13; 95% CI 0.75–1.70; I 2 = 43%; p = 0.56). Nevertheless, the results were statistically significant for the secondary endpoints, 24 h survival (4 RCTs, n = 807, OR = 2.99; 95% CI 2.04–4.39; I 2 = 0%; p < 0.001), and overall mortality (7 RCTs, n = 1962, OR = 0.76; 95% CI 0.61–0.94; I = 33%; p = 0.01) respectively. Additional file 1: Appendix 1, Table S3 shows the outcome assessed in detail.

Comparison 2: blood components

2a. Use of blood components vs standard care

We found two SRs addressing this comparison in the pre-hospital setting. Specifically, one systematic review included observational studies and RCTs investigating the effect of both PRBCs alone and plus plasma versus standard care [25] and the other one systematic review included only RCTs assessing plasma versus standard care [25, 34]. Additional file 1: Appendix 1, Table S4 reports all the outcome data on mortality. PRBCs plus plasma resulted in a reduction in the odds of mortality at 30 days (1 RCT: OR = 0.51, 95% CI, 0.33–0.81, p < 0.0001; 3 observational studies: OR = 0.49; 95% CI, 0.29–0.83, p = 0.008), while no superiority was found between PRBCs alone when compared to standard care (4 observational studies: OR = 1.18; 95% CI, 0.93–1.49, P = 0.17). Pre-hospital plasma infusion seems to reduce 24-h mortality in haemorrhagic shock patients (2 RCTs: RR = 0.69; 95% CI = 0.48–0.99).

2b. Blood components ratios

We found different ratios of blood components use: (I) FFP: PLT: PRBC, (II) FFP: PRBC, (III) PLT: PRBC in which we found 3 systematic reviews [31, 32, 35], 2 systematic reviews [35, 36], and 4 systematic reviews [24, 35, 37, 38] respectively. In general, a high ratio was superior compared to a low ratio (FFP: PRBC; PLT: PRBC). Additional file 1: Appendix 1, Table S5 reports all the outcome data on mortality.

Comparison 3: whole blood components vs component therapy

Six systematic reviews investigated the comparison of WB components vs component therapy (e.g., PRBC + plasma) [31, 32, 39,40,41,42,43]. All SRs included the same unique RCT [44] and some observational studies conducted in the ED setting. With complete agreement among reviews, no superiority of WB versus any blood component therapy was found. Additional file 1: Appendix 1, Table S6 reported mortality data of the study designs included.

Quality appraisal and assessment of the evidence

The quality appraisal of included SRs ranged from critically low quality to moderate quality and overall items are reported in Fig. 2. Most SRs are judged critically low (64%), followed by those with low (29%) and moderate (7%) ratings.

Fig. 2
figure 2

Quality appraisals across included SRs (AMSTAR 2)

Consistency of evidence was found in all comparisons. The certainty of the evidence was heterogeneous across comparisons and outcomes and ranged from very low to high according to comparisons and outcomes. Table 3 reports a summary of the certainty of the evidence whereas the reasons for downgrading and more details are reported in Additional file 1: Appendix 1, Supplement 3.

Table 3 Summary of certainty of evidence across mortality outcomes from SRs

Discussion

This umbrella review explores the evidence which has been published about initial resuscitation from hemorrhagic shock in trauma patients. The setting of intervention considered was the pre-hospital and emergency department care.

With respect to the crystalloids comparison, the use of hypertonic saline/dextran compared to isotonic fluid solutions did not result in a superiority at the primary endpoint 28- to 30-day survival (moderate to high CoE), while an improvement of the survival at 24 h, and less overall mortality (secondary endpoints) in patients with hypotension were found. The results of 28- to 30-day survival have been confirmed by a recent systematic review with meta-analysis in patients with severe traumatic brain injury that has shown no better survival for patients treated with hypertonic saline when compared to normotonic crystalloids (overall RR 0.99, 95% CI 0.93–1.06) [45]. Furthermore, hypertonic saline infusion has been associated with an increase in uncontrolled hemorrhage and coagulation disorders in dextran-containing solutions [46], and cases of pontine osmotic demyelination have been described with the normalization of osmolarity after hypertonic infusion [47, 48]. This latter condition has been reported in patients with hyponatremic states when sodium levels have been corrected rapidly. Its incidence is not well-known due to under-diagnosis, but retrospective study from 2015 shows the incidence of osmotic demyelination syndrome is 2.5% among intensive care unit (ICU) admissions [49]. Based on these clinical considerations and considering the unclear information on how to use intravenous hypertonic (concentration, formulation, or volume) comprehensive recommendations on hypertonic saline are difficult to draw.

Within the blood components comparison, the PRBCs compared to standard of care have shown little to no effect on mortality at 24 h as well as at 30 days with very uncertain (very low CoE) level of evidence. Adding plasma to PRBCs has shown to be effective in reducing 30-day mortality (low to moderate CoE), and using plasma alone seems to reduce the 24-h mortality compared to standard care (moderate CoE). These results are consistent with a secondary analysis from a non-randomized study which reported that the use of fresh frozen plasma in combination with packed red cells was beneficial, compared to usual care [50]. Conversely, a very recent and large RCT [51] on the use of PRBC and lyophilized plasma versus sodium chloride in adult patients with trauma-related hemorrhagic shock has shown a non-superiority of PRBC–LyoPlas resuscitation in reducing mortality. Based on our results in conjunction with the most recent studies, no hard conclusion can be drawn about a possible benefit for hemorrhagic trauma patients receiving blood components. Nevertheless, it is important to highlight that the established trends in damage control resuscitation about the “hemostatic resuscitation” suggest an early use of blood products rather than an abundance of crystalloids in order to minimize tissue edema with metabolic derangement and organ failure, and hemodilution with resuscitation-induced coagulopathy [39]. Indeed, in the current 10th edition of the ATLS guidelines [52] only 1 L of crystalloid (including the amount in the pre-hospital setting) is suggested. Moreover, in trauma patients with uncontrolled bleeding foci, volume infusion should be limited to the lowest acceptable pressure value, to prevent re-bleeding from the injured vascular bed [13]. However, the administration of blood products compared to crystalloids may avoid a dilution of coagulation factors, leading to a higher perfusing pressure since blood will maintain hemostasis, and prevent the deleterious effects of primary and secondary coagulopathy [53]. Considering the above, the generalizability of the results of this comparison can be challenging in several ways, mainly because several mechanisms could explain the effect of these interventions on mortality, such as reduction in bleeding or coagulopathy, a diminution of the inflammatory response, or endothelial dysfunction of trauma. More studies are needed to identify specific patient cohorts that may benefit from blood components transfusion and explore the effects of different transfusion strategies, also considering transportation times (short/long) from the scene to the emergency department.

Our overview identifies seven SRs comparing different ratios of blood components used (FFP: PLT: PRBC; FFP: PRBC; PLT: PRBC). With complete concordance among all SRs, we found significant results in favor of higher ratios among all comparisons considered (Additional file 1: Appendix 1, Supplement 3). Regarding FFP:RBC ratio, the range considered was between 1:1 and 1:2, confirming that higher ratios were beneficial in terms of 24 h and 30 days of mortality after the traumatic event. This result is in line with the guidelines published by the American College of Surgeons [54], advocating an FFP:RBC ratio between 1:1 and 1:2 and other published studies [55,56,57], although all of the cited documents are not specific to the prehospital setting.

Regarding WB use compared to component therapy, all SRs agreed to no difference between interventions in terms of reduced mortality for patients with major trauma. The use of this intervention can be contextualized on studies conducted in the ED setting considering that our SRs included different types of WB (e.g., low titer cold stored O-negative WB (LTOWB), fresh WB, unrefrigerated young WB, and unspecified WB). Recent developments show promising effects during the prehospital or in-hospital setting. A recent pilot RCT, showed no statistical mortality benefit at 28 days when compared to standard care (25.0% vs. 26.1%, p = 0.85) even though patients randomized to prehospital LTOWB had lower red cell transfusion requirements at 24 h (p < 0.01), lower incidence of Multiple Organ Failure and no transfusion reactions [58]. In addition, from recent observational studies, whole blood transfusion compared to blood components emerged with faster resolution of shock, lower post-transfusion INR, decreased component product transfusion43, improved survival, and decreased overall blood utilization [59, 60], with no increased risk of adverse events (e.g., MODS) [43, 60].

Pros and Cons of WB should be acknowledged. WB use could avoid the loss of quality of blood product components, as WB has a longer storage time. Indeed, the WB has a longer shelf life (14–35 days) compared to room temperature stored platelets (5 days), and WB increases the storage duration of platelets 3 to 7 times more than a platelet concentrate [61]. The use of WB can also limit the number of infusions received from different donors, thus reducing the risk of blood-borne pathogens. Additionally, the transfusion of a single WB unit (especially LTOWB) is simpler than transfusing multiple components and may reduce harm from administrative errors [15]. It is also interesting to note how recent efforts have been focused on the use of low-titer 0 negative WB (LTOWB), with clear advantages for recipients compared to other blood types (e.g., faster resolution of shock, lower post-transfusion INR, and decreased component product transfusion) (Leeper REF). However, the procurement of donors with low titer 0 negative of IgM/IgG antibodies Anti-A and Anti-B is not easy [62].

Limitations

However, some limitations should be underlined. The reporting and conduct of our sample were heterogeneous in terms of purpose and outcome measurement. In fact, we included SRs that addressed different clinical intervention questions (CCA indicating little to no overlap across reviews), and around two-thirds were of critically low quality. As a note of this clinical heterogeneity, we included SRs focussed on different trauma scenarios. For example, some evidence comes from pre-hospital (e.g., comparison 2 on blood component) or ED setting (e.g., comparison 4 on whole blood) as a continuum of care. The clinical heterogeneity also regards the multiple confounding factors. For example, in the blood components comparison, the two SRs differently classify the intervention of the PAMPER trial [10] (plasma in Coccolini et al.2019 [25, 34], plasma + pRBCs in Rijnhout et al. 2019 [25, 34]) as the primary authors declared that they cannot determine the independent or additive effects of prehospital administration of plasma and packed red cells. Analogously, in the whole blood comparison the unique RCT [44], reported in all SRs, declared the use of crystalloids and colloids during resuscitation.

Implication for practice and future research

Crystalloids represent a way to obtain a volume expansion in hemorrhagic trauma patients on the scene when blood products are not available, or it may be difficult to administer other forms of intravenous fluid therapy to restore intravascular volume [33]. However, crystalloid infusion is associated with tissue edema, organ failure, and dilutional coagulopathy [15] and their use should be carefully evaluated based on the specific clinical case.

Our results support the infusion of blood components with high FFP and PLT ratios [24, 32, 36, 38], as soon as possible in the process of care of trauma patients, from the pre-hospital care to the emergency department (ED). However, based on mainly poor-quality evidence no hard conclusion can be drawn about a possible survival benefit for hemorrhagic trauma patients receiving a pre-hospital blood-component transfusion. Once in ED, the transfusion of blood components with a high FFP/PLT/PRBC ratio should be the primary way for volume replacement until definitive control of bleeding foci, as suggested by the overlapping of three SRs.

To support the major trauma-integrated management guideline of our Institute of Health the panel provided the following recommendation. Using blood components in the earliest phase (pre-hospital setting including ED) is suggested in patients with hemorrhagic shock and coagulopathy. (weak recommendation based on low certainty of evidence) (LGTM-consultazione-Racc23-24_25_report_def (iss.it)).

Indeed, based on the most recent literature and the physiopathology rationale [15], the implementation of blood components transfusion in the pre-hospital setting could be a goal for healthcare organizations. This means a more efficient involvement of blood transfusion services in the trauma center network, with an organization allowing the daily availability of blood or blood components on ambulances or helicopters.

Future efforts should be devoted to improving the organization, skills, and competence of the personnel dedicated to blood transfusion. Pre-hospital care should enhance the adoption of standards and quality indicators at the international level [63]. This includes the involvement of blood transfusion centers in the planning and development of protocols with special attention to conservation, transportation, and utilization of products as well as for prevention and notification of adverse events.

Conclusion

Based on the results of this overview, clinicians should consider volume expansion in resuscitation as a first-line intervention. Hypertonic crystalloid use did not result in a reduction of 28- to 30-day survival, supported by moderate certainty of evidence. Increasing evidence supports the scientific rationale for the early use of blood components with a high ratio to reduce mortality even though their use requires careful considerations, and no firm conclusion can be drawn. Preliminary evidence is very uncertain about the effects of WB due to limited and heterogeneous interventions in studies included in SRs. Further efforts should be made in conducting high-quality RCTs needed to draw more accurate conclusions on blood components or WB transfusion.

Availability of data and materials

All data generated or analyzed during this study are included in this published article (and its additional files, https://osf.io/86k5u/).

References

  1. Reynolds TA, Stewart B, Drewett I, et al. The impact of trauma care systems in low- and middle-income countries. Ann Rev Public Health. 2017;38:507–32. https://0-doi-org.brum.beds.ac.uk/10.1146/annurev-publhealth-032315-021412. 2017/01/27.

    Article  Google Scholar 

  2. Kauvar DS, Lefering R, Wade CE. Impact of hemorrhage on trauma outcome: an overview of epidemiology, clinical presentations, and therapeutic considerations. J Trauma. 2006;60:S3-11. https://0-doi-org.brum.beds.ac.uk/10.1097/01.ta.0000199961.02677.19. 2006/06/10.

    Article  PubMed  Google Scholar 

  3. Kornblith LZ, Moore HB, Cohen MJ. Trauma-induced coagulopathy: The past, present, and future. J Thromb Haemost. 2019;17:852–62. https://0-doi-org.brum.beds.ac.uk/10.1111/jth.14450. 2019/04/16.

    Article  PubMed  PubMed Central  Google Scholar 

  4. Rossaint R, Afshari A, Bouillon B, et al. The European guideline on management of major bleeding and coagulopathy following trauma: sixth edition. Crit Care. 2023;27:80. https://0-doi-org.brum.beds.ac.uk/10.1186/s13054-023-04327-7. 2023/03/02.

    Article  PubMed  PubMed Central  Google Scholar 

  5. Weaver Anne E, Lyon Richard M, Hunter-Dunn C, et al. The effectiveness of a “Code Red” transfusion request policy initiated by pre-hospital physicians. Injury. 2016;47:3–6. https://0-doi-org.brum.beds.ac.uk/10.1016/j.injury.2015.06.023.

    Article  CAS  PubMed  Google Scholar 

  6. Boutefnouchet T, Gregg R, Tidman J, et al. Emergency red cells first: Rapid response or speed bump? The evolution of a massive transfusion protocol for trauma in a single UK centre. Injury. 2015;46:1772–8. https://0-doi-org.brum.beds.ac.uk/10.1016/j.injury.2015.05.046. (Observational study).

    Article  PubMed  Google Scholar 

  7. Cantle PM, Holcomb JB, Roberts DJ. Damage control resuscitation across the phases of major injury care. Curr Trauma Rep;3:238–248. General Review; (Review). https://0-doi-org.brum.beds.ac.uk/10.1007/s40719-017-0096-9.

  8. Schreiber Martin A, Meier Eric N, Tisherman Samuel A, et al. A controlled resuscitation strategy is feasible and safe in hypotensive trauma patients: results of a prospective randomized pilot trial. J Trauma Acute Care Surg. 2015;78:687–95; discussion 695-687. https://0-doi-org.brum.beds.ac.uk/10.1097/TA.0000000000000600. (MULTICENTER STUDY) (RANDOMIZED CONTROLLED TRIAL) (RESEARCH SUPPORT, N.I.H., EXTRAMURAL) (RESEARCH SUPPORT, NON-U.S. GOV&apos;T) (CONTROLLED CLINICAL TRIAL) (CLINICAL TRIAL).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  9. Shackelford SA, Del Junco DJ, Powell-Dunford N, et al. Association of prehospital blood product transfusion during medical evacuation of combat casualties in Afghanistan with acute and 30-day survival. Jama. 2017;318:1581–91. https://0-doi-org.brum.beds.ac.uk/10.1001/jama.2017.15097. 2017/10/27.

    Article  PubMed  PubMed Central  Google Scholar 

  10. Sperry JL, Guyette FX, Brown JB, et al. Prehospital plasma during air medical transport in trauma patients at risk for hemorrhagic shock. N Engl J Med. 2018;379:315–26. https://0-doi-org.brum.beds.ac.uk/10.1056/NEJMoa1802345. 2018/07/26.

    Article  PubMed  Google Scholar 

  11. Maegele M, Fröhlich M, Caspers M, et al. Volume replacement during trauma resuscitation: a brief synopsis of current guidelines and recommendations. Eur J Trauma Emerg Surg. 2017;43:439–43. https://0-doi-org.brum.beds.ac.uk/10.1007/s00068-017-0771-0. 2017/03/01.

    Article  CAS  PubMed  Google Scholar 

  12. Cannon JW. Hemorrhagic Shock. N Engl J Med. 2018;378:370–9. https://0-doi-org.brum.beds.ac.uk/10.1056/NEJMra1705649. 2018/01/25.

    Article  PubMed  Google Scholar 

  13. Spahn DR, Bouillon B, Cerny V, et al. The European guideline on management of major bleeding and coagulopathy following trauma. Crit Care. 2019;23:98. https://0-doi-org.brum.beds.ac.uk/10.1186/s13054-019-2347-3. 2019/03/29.

    Article  PubMed  PubMed Central  Google Scholar 

  14. Sunde Geir A, Vikenes B, Strandenes G, et al. Freeze dried plasma and fresh red blood cells for civilian prehospital hemorrhagic shock resuscitation. J Trauma Acute Care Surg. 2015;78:S26-30. https://0-doi-org.brum.beds.ac.uk/10.1097/TA.0000000000000633. (OBSERVATIONAL STUDY).

    Article  CAS  PubMed  Google Scholar 

  15. Chang R, Holcomb JB. Optimal fluid therapy for traumatic hemorrhagic shock. Crit Care Clin. 2017;33:15–36. https://0-doi-org.brum.beds.ac.uk/10.1016/j.ccc.2016.08.007. 2016/11/30.

    Article  PubMed  PubMed Central  Google Scholar 

  16. Higgins JPT TJ, Chandler J, Cumpston M, Li T, et al. Cochrane Handbook for Systematic Reviews of Interventions. 2nd ed. 2019.

  17. Sambasivan CN, Kunio NR, Nair PV, et al. High ratios of plasma and platelets to packed red blood cells do not affect mortality in nonmassively transfused patients. J Trauma. 2011;71:S329-336. https://0-doi-org.brum.beds.ac.uk/10.1097/TA.0b013e318227edd3. 2011/09/20.

    PubMed  Google Scholar 

  18. Gates M, Gates A, Pieper D, et al. Reporting guideline for overviews of reviews of healthcare interventions: development of the PRIOR statement. BMJ. 2022;378:e070849 2022/08/10.

    Article  PubMed  PubMed Central  Google Scholar 

  19. SNLG. Sistema Nazionale Linee Guida, Linea Guida sulla Gestione Integrata del Trauma Maggiore dalla scena dell’evento alla cura definitiva. https://snlg.iss.it/?p=2533. Accessed 31 Oct 2020.

  20. Fauci AJ, Coclite D, Napoletano A, et al. Clinical practice guideline for the integrated management of major trauma by the Italian National Institute of Health: process and methods. Ann Ist Super Sanita. 2021;57:343–51. https://0-doi-org.brum.beds.ac.uk/10.4415/ann_21_04_09. 2022/01/26.

    Article  PubMed  Google Scholar 

  21. Schunemann HJ, Wiercioch W, Brozek J, et al. GRADE Evidence to Decision (EtD) frameworks for adoption, adaptation, and de novo development of trustworthy recommendations: GRADE-ADOLOPMENT. J Clin Epidemiol. 2017;81:101–10. https://0-doi-org.brum.beds.ac.uk/10.1016/j.jclinepi.2016.09.009. 2016/10/08.

    Article  PubMed  Google Scholar 

  22. CNEC. Centro Nazionale per l’Eccellenza Clinica, la Qualità e la Sicurezza delle Cure. Manuale metodologico per la produzione di linee guida di pratica clinica. v. 1.3.2 aprile 2019. Istituto Superiore di Sanità. 2019.

  23. Kanani AN, Hartshorn S. NICE clinical guideline NG39: Major trauma: assessment and initial management. Arch Dis Child Educ Pract Ed. 2017;102:20–3. https://0-doi-org.brum.beds.ac.uk/10.1136/archdischild-2016-310869. 2016/09/30.

    Article  PubMed  Google Scholar 

  24. Rijnhout TWH, Duijst J, Noorman F, et al. Platelet to erythrocyte transfusion ratio and mortality in massively transfused trauma patients. A systematic review and meta-analysis. J Trauma Acute Care Surg. 2021;91:759–71. https://0-doi-org.brum.beds.ac.uk/10.1097/ta.0000000000003323. 2021/07/06.

  25. Rijnhout TWH, Wever KE, Marinus R, et al. Is prehospital blood transfusion effective and safe in haemorrhagic trauma patients? A systematic review and meta-analysis Injury. 2019;50:1017–27. https://0-doi-org.brum.beds.ac.uk/10.1016/j.injury.2019.03.033. 2019/04/01.

    Article  PubMed  Google Scholar 

  26. Shea BJ, Reeves BC, Wells G, et al. AMSTAR 2: a critical appraisal tool for systematic reviews that include randomised or non-randomised studies of healthcare interventions, or both. BMJ. 2017;358:j4008. https://0-doi-org.brum.beds.ac.uk/10.1136/bmj.j4008. 2017/09/25.

    Article  PubMed  PubMed Central  Google Scholar 

  27. Shea BJ, Grimshaw JM, Wells GA, et al. Development of AMSTAR: a measurement tool to assess the methodological quality of systematic reviews. BMC Med Res Methodol. 2007;7:10. https://0-doi-org.brum.beds.ac.uk/10.1186/1471-2288-7-10. 2007/02/17.

    Article  PubMed  PubMed Central  Google Scholar 

  28. Guyatt GH, Oxman AD, Schunemann HJ. GRADE guidelines-an introduction to the 10th-13th articles in the series. J Clin Epidemiol. 2013;66:121–3. https://0-doi-org.brum.beds.ac.uk/10.1016/j.jclinepi.2012.05.011. 2012/09/13.

    Article  PubMed  Google Scholar 

  29. Cumpston M, Li T, Page MJ, et al. Updated guidance for trusted systematic reviews: a new edition of the Cochrane Handbook for Systematic Reviews of Interventions. Cochrane Database Syst Rev. 2019;10:Ed000142. https://0-doi-org.brum.beds.ac.uk/10.1002/14651858.Ed000142.  2019/10/24.

  30. Pieper D, Antoine SL, Mathes T, et al. Systematic review finds overlapping reviews were not mentioned in every other overview. J Clin Epidemiol. 2014;67:368–75. https://0-doi-org.brum.beds.ac.uk/10.1016/j.jclinepi.2013.11.007. 2014/03/04.

    Article  PubMed  Google Scholar 

  31. McQuilten ZK, Crighton G, Brunskill S, et al. Optimal dose, timing and ratio of blood products in massive transfusion: results from a systematic review. Transfus Med Rev. 2018;32:6–15. https://0-doi-org.brum.beds.ac.uk/10.1016/j.tmrv.2017.06.003. 2017/08/15.

    Article  PubMed  Google Scholar 

  32. Ritchie DT, Philbrook FGA, Leadbitter S, et al. Empirical transfusion strategies for major hemorrhage in trauma patients: A systematic review. J Trauma Acute Care Surg. 2020;88:855–65. https://0-doi-org.brum.beds.ac.uk/10.1097/ta.0000000000002685. 2020/05/28.

    Article  PubMed  Google Scholar 

  33. Safiejko K, Smereka J, Pruc M, et al. Efficacy and safety of hypertonic saline solutions fluid resuscitation on hypovolemic shock: a systematic review and meta-analysis of randomized controlled trials. Cardiol J. 2020. https://0-doi-org.brum.beds.ac.uk/10.5603/CJ.a2020.0134.  2020/11/04.

  34. Coccolini F, Pizzilli G, Corbella D, et al. Pre-hospital plasma in haemorrhagic shock management: current opinion and meta-analysis of randomized trials. World J Emerg Surg. 2019;14:6. https://0-doi-org.brum.beds.ac.uk/10.1186/s13017-019-0226-5. 2019/03/01.

    Article  PubMed  PubMed Central  Google Scholar 

  35. da Luz LT, Shah PS, Strauss R, et al. Does the evidence support the importance of high transfusion ratios of plasma and platelets to red blood cells in improving outcomes in severely injured patients: a systematic review and meta-analyses. Transfusion. 2019;59:3337–49. https://0-doi-org.brum.beds.ac.uk/10.1111/trf.15540. 2019/10/16.

    Article  PubMed  PubMed Central  Google Scholar 

  36. Rahouma M, Kamel M, Jodeh D, et al. Does a balanced transfusion ratio of plasma to packed red blood cells improve outcomes in both trauma and surgical patients? A meta-analysis of randomized controlled trials and observational studies. Am J Surg. 2018;216:342–50. https://0-doi-org.brum.beds.ac.uk/10.1016/j.amjsurg.2017.08.045. 2017/10/04.

    Article  PubMed  Google Scholar 

  37. Wirtz MR, Schalkers DV, Goslings JC, et al. The impact of blood product ratio and procoagulant therapy on the development of thromboembolic events in severely injured hemorrhaging trauma patients. Transfusion. 2020;60:1873–82. https://0-doi-org.brum.beds.ac.uk/10.1111/trf.15917. 2020/06/24.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  38. Kleinveld DJB, van Amstel RBE, Wirtz MR, et al. Platelet-to-red blood cell ratio and mortality in bleeding trauma patients: A systematic review and meta-analysis. Transfusion. 2021;61 Suppl 1:S243-s251. https://0-doi-org.brum.beds.ac.uk/10.1111/trf.16455. 2021/07/17.

    Article  PubMed  Google Scholar 

  39. Crowe E, DeSantis SM, Bonnette A, et al. Whole blood transfusion versus component therapy in trauma resuscitation: a systematic review and meta-analysis. J Am Coll Emerg Physicians Open. 2020;1:633–41. https://0-doi-org.brum.beds.ac.uk/10.1002/emp2.12089. 2020/10/02.

    Article  PubMed  PubMed Central  Google Scholar 

  40. Avery P, Morton S, Tucker H, et al. Whole blood transfusion versus component therapy in adult trauma patients with acute major haemorrhage. Emerg Med J. 2020;37:370–8. https://0-doi-org.brum.beds.ac.uk/10.1136/emermed-2019-209040. 2020/05/08.

    Article  PubMed  Google Scholar 

  41. Cruciani M, Franchini M, Mengoli C, et al. The use of whole blood in traumatic bleeding: a systematic review. Intern Emerg Med. 2021;16:209–20. https://0-doi-org.brum.beds.ac.uk/10.1007/s11739-020-02491-0. 2020/09/16.

    Article  PubMed  Google Scholar 

  42. Malkin M, Nevo A, Brundage SI, et al. Effectiveness and safety of whole blood compared to balanced blood components in resuscitation of hemorrhaging trauma patients - A systematic review. Injury. 2021;52:182–8. https://0-doi-org.brum.beds.ac.uk/10.1016/j.injury.2020.10.095. 2020/11/09.

    Article  PubMed  Google Scholar 

  43. Leeper CM, Yazer MH, Triulzi DJ, et al. Whole Blood is Superior to Component Transfusion for Injured Children: A Propensity Matched Analysis. Ann Surg. 2020;272:590–4. https://0-doi-org.brum.beds.ac.uk/10.1097/sla.0000000000004378. 2020/09/16.

    Article  PubMed  Google Scholar 

  44. Cotton BA, Podbielski J, Camp E, et al. A randomized controlled pilot trial of modified whole blood versus component therapy in severely injured patients requiring large volume transfusions. Ann Surg. 2013;258:527–32; discussion 532-523. https://0-doi-org.brum.beds.ac.uk/10.1097/SLA.0b013e3182a4ffa0. 2013/08/28.

    Article  PubMed  Google Scholar 

  45. Bergmans SF, Schober P, Schwarte LA, et al. Prehospital fluid administration in patients with severe traumatic brain injury: A systematic review and meta-analysis. Injury. 2020;51:2356–67. https://0-doi-org.brum.beds.ac.uk/10.1016/j.injury.2020.08.030. 2020/09/06.

    Article  CAS  PubMed  Google Scholar 

  46. Vahidi E, Naderpour Z, Saeedi M. Hypertonic saline in the treatment of hemorrhagic shock. Adv J Emerg Med. 2017;1:e8 2017/10/13.

    PubMed  PubMed Central  Google Scholar 

  47. Brown WD. Osmotic demyelination disorders: central pontine and extrapontine myelinolysis. Curr Opin Neurol. 2000;13:691–7. https://0-doi-org.brum.beds.ac.uk/10.1097/00019052-200012000-00014. 2001/01/10.

    Article  CAS  PubMed  Google Scholar 

  48. Singh TD, Fugate JE, Rabinstein AA. Central pontine and extrapontine myelinolysis: a systematic review. Eur J Neurol. 2014;21:1443–50. https://0-doi-org.brum.beds.ac.uk/10.1111/ene.12571. 2014/09/16.

    Article  CAS  PubMed  Google Scholar 

  49. Rao PB, Azim A, Singh N, et al. Osmotic demyelination syndrome in Intensive Care Unit. Indian J Crit Care Med. 2015;19:166–9. https://0-doi-org.brum.beds.ac.uk/10.4103/0972-5229.152760. 2015/03/27.

    Article  PubMed  PubMed Central  Google Scholar 

  50. Guyette FX, Sperry JL, Peitzman AB, et al. Prehospital blood product and crystalloid resuscitation in the severely injured patient: a secondary analysis of the prehospital air medical plasma trial. Ann Surg. 2021;273:358–64. https://0-doi-org.brum.beds.ac.uk/10.1097/sla.0000000000003324. 2019/04/19.

    Article  PubMed  Google Scholar 

  51. Crombie N, Doughty HA, Bishop JRB, et al. Resuscitation with blood products in patients with trauma-related haemorrhagic shock receiving prehospital care (RePHILL): a multicentre, open-label, randomised, controlled, phase 3 trial. The Lancet Haematology. 2022;9:e250–61. https://0-doi-org.brum.beds.ac.uk/10.1016/S2352-3026(22)00040-0.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  52. Galvagno SM Jr, Nahmias JT, Young DA. Advanced trauma life support(®) Update 2019: Management and Applications for Adults and Special Populations. Anesthesiol Clin. 2019;37:13–32. https://0-doi-org.brum.beds.ac.uk/10.1016/j.anclin.2018.09.009. 2019/02/04.

    Article  PubMed  Google Scholar 

  53. Woolley T, Thompson P, Kirkman E, et al. Trauma Hemostasis and Oxygenation Research Network position paper on the role of hypotensive resuscitation as part of remote damage control resuscitation. J Trauma Acute Care Surg. 2018;84:S3-s13. https://0-doi-org.brum.beds.ac.uk/10.1097/ta.0000000000001856. 2018/05/26.

    Article  PubMed  Google Scholar 

  54. American college of surgeons. Massive transfusion in trauma guidelines. Chicago: ACS; 2013.

    Google Scholar 

  55. Nederpelt CJ, El Hechi MW, Kongkaewpaisan N, et al. Fresh frozen plasma-to-packed red blood cell ratio and mortality in traumatic hemorrhage: nationwide analysis of 4,427 patients. J Am Coll Surg. 2020;230:893–901.

    Article  PubMed  Google Scholar 

  56. Dorken-Gallastegi A, Renne AM, Bokenkamp M, et al. Balanced blood component resuscitation in trauma: does it matter equally at different transfusion volumes? Surgery 2022. https://0-doi-org.brum.beds.ac.uk/10.1016/j.surg.2022.11.010. 2022/12/18.

  57. Juárez-Vela R, Andrés-Esteban EM, Santolalla-Arnedo I, et al. Epidemiology and associated factors in transfusion management in intensive care Unit. J Clin Med 2022;11. https://0-doi-org.brum.beds.ac.uk/10.3390/jcm11123532. 2022/06/25.

  58. Guyette FX, Zenati M, Triulzi DJ, et al. Prehospital low titer group O whole blood is feasible and safe: Results of a prospective randomized pilot trial. J Trauma Acute Care Surg. 2022;92:839–47. https://0-doi-org.brum.beds.ac.uk/10.1097/ta.0000000000003551. 2022/01/27.

    Article  PubMed  PubMed Central  Google Scholar 

  59. Brill JB, Tang B, Hatton G, et al. Impact of incorporating whole blood into hemorrhagic shock resuscitation: analysis of 1,377 consecutive trauma patients receiving emergency-release uncrossmatched blood products. J Am Coll Surg. 2022;234:408–18. https://0-doi-org.brum.beds.ac.uk/10.1097/xcs.0000000000000086. 2022/03/16.

    Article  PubMed  Google Scholar 

  60. Shea SM, Staudt AM, Thomas KA, et al. The use of low-titer group O whole blood is independently associated with improved survival compared to component therapy in adults with severe traumatic hemorrhage. Transfusion. 2020;60 Suppl 3:S2-s9. https://0-doi-org.brum.beds.ac.uk/10.1111/trf.15696. 2020/06/02.

    Article  CAS  PubMed  Google Scholar 

  61. Yazer MH, Spinella PC, Anto V, et al. Survey of group A plasma and low-titer group O whole blood use in trauma resuscitation at adult civilian level 1 trauma centers in the US. Transfusion. 2021;61:1757–63. https://0-doi-org.brum.beds.ac.uk/10.1111/trf.16394. 2021/04/03.

    Article  PubMed  Google Scholar 

  62. Strandenes G, Berséus O, Cap AP, et al. Low titer group O whole blood in emergency situations. Shock (Augusta, Ga). 2014;41 Suppl 1:70–5. https://0-doi-org.brum.beds.ac.uk/10.1097/shk.0000000000000150. 2014/02/27.

    Article  PubMed  Google Scholar 

  63. Barry M, Pati S. Targeting repair of the vascular endothelium and glycocalyx after traumatic injury with plasma and platelet resuscitation. Matrix biology plus. 2022;14:100107 2022/04/09.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

Download references

Acknowledgements

Collaborators are outlined below:

Italian National Institute of Health guideline working group:

Nino Stocchetti10, Elvio De Blasio11, Gaddo Flego12, Massimo Geraci13, Giulio Maccauro14, Federico Santolini15, Claudio Tacconi16, Gregorio Tugnoli17, Andrea Fabbri18, Maria Pia Ruggieri19, Carlo Coniglio20, Osvaldo Chiara8,9

Stefania Cimbanassi21

8. Department of Pathophysiology and Transplantation, University of Milan, Milan, Italy

9. General Surgery and Trauma Team, ASST Grande Ospedale Metropolitano Niguarda, University of Milan

10. Fondazione IRCCS Grande Ospedale Maggiore Policlinico, Milano

11. Azienda Ospedaliera ‘San Pio - G Rummo’, Benevento

12. Ospedale Evangelico Internazionale di Genova

13. ARNAS Civico ‘Di Cristina Benfratelli’, Palermo

14. Università Cattolica del Sacro Cuore’, Roma

15. IRCCS AA.O. ‘San Martino – IST’, Genova

16. Ospedale Maggiore, Bologna

17. Azienda USL di Bologna

18. Azienda USL Romagna, Forlì

19. Azienda Ospedaliera ‘San Giovanni Addolorata’, Roma

20. Ospedale Maggiore, Bologna

21. Universita’ degli Studi di Milano, Dipartimento Fisiopatologia e Trapianti - Chirurgia Generale Trauma Team Ospedale Niguarda, Milano

Furthermore, we would like to thank Maurella Della Seta and Scilla Pizzarelli, the Istituto Superiore di Sanità documentalists for performing the search strategy, and Alessia Medici and Alessandro Mazzola for the administrative and organizational support.

Funding

The work was supported by the Italian Institute of Health with no financial funding, which played no role in the design and conduct of the study; collection, management, analysis, and interpretation of the data; preparation, review, and approval of the manuscript; or the decision to submit the manuscript for publication.

Author information

Authors and Affiliations

Authors

Consortia

Contributions

OC, PI, DC, AN conceived the idea; SG, GC, DC developed the study design; SG, GC, AB, GP, DD, MDN, OP performed the data collection, analysis, acquisition of data, interpretation of data; SG, GC, OC, AJF drafted the article; All authors interpreted the data and revised the paper critically for important intellectual content; OC, PI take responsibility for the paper. All authors approved the final version to be published.

Corresponding author

Correspondence to Daniela D’Angelo.

Ethics declarations

Ethics approval and consent to participate

Not applicable.

Consent for publication

Not applicable.

Competing interests

The authors declare no competing interests.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Information

Additional file 1: Appendix 1: Supplement 1.

Search strategy and PICO question. Table S1. Detailed general characteristics of included systematic reviews. Table S2. Map of primary studies contained within each included systematic review per different comparison. Table S3. Mortality/survival, comparison hypertonic crystalloids vs isotonic crystalloids. Table S4. Mortality, use of blood components. Table S5. Mortality, blood components ratios. Table S6. Mortality, whole blood components. Supplement 2. Characteristics of excluded SRs. Supplement 3. Summary of findings.

Rights and permissions

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Gianola, S., Castellini, G., Biffi, A. et al. Volume replacement in the resuscitation of trauma patients with acute hemorrhage: an umbrella review. Int J Emerg Med 16, 87 (2023). https://0-doi-org.brum.beds.ac.uk/10.1186/s12245-023-00563-4

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://0-doi-org.brum.beds.ac.uk/10.1186/s12245-023-00563-4

Keywords