Sholin I.Yu., Koryachkin V.A., Baryshev A.G., Safin R.R., Pashkova I.A., Zikharev V.A., Filippova E.G., Avetisyan V.A., Ezugbaya B.S., Porkhanov V.A.
Research Institute – Ochapovsky Regional Clinical
Hospital No.1, Krasnodar, Russia,
Saint Petersburg
State Pediatric Medical University, Saint Petersburg, Russia
CLINICAL EFFICIENCY OF MASSIVE TRANSFUSION THERAPY IN PATIENTS WITH POLYTRAUMA
According
to WHO, the annual mortality after road traffic accidents (RTA) is 1.25 million
human lives. About 20-50 million people receive non-fatal injuries with high
percentage of disability, including 48 % of all fatal cases after RTA with persons
at the age of 15-44 [1]. Injuries take the third place in the general structure
of mortality in the population of the Russian Federation. Treatment of patients
requires for serious economic costs, with high financial damage for the state
if disability or lethal outcome appear [2, 3].
The
high rate of mortality and disability requires for future studies and
development of medical care algorithm at early prehospital stages [4].
Moreover, considering that hemorrhagic shock is the main cause of potentially
reversible death, it is critically important to develop and implement the
protocol of massive infusion-transfusion therapy into clinical practice [3, 5].
Objective
– clinical
evaluation of the effectiveness of massive infusion-transfusion therapy in
patients with polytrauma.
MATERIALS AND METHODS
After
approval from the local ethical committee (the protocol No.8, 2 October 2015),
a study of traumatic disease course was examined in 78 patients in 2015-2018.
The patients were urgently admitted to the admission unit of Research Institute
– Ochapovsky Regional Clinical Hospital No.1.
All
patients were divided into two similar groups (the table 1).
Table 1. Characteristics of examined patients (М ± SD)
Feature |
First group |
Second group |
Age (years) |
36 ± 5.35 |
39 ± 4.76 |
Gender (male/female) |
27/15 |
22/14 |
weight (kg) |
82 ± 3.25 |
79 ± 4.11 |
ISS |
26.4 ± 1.12 |
27.1 ± 0.96 |
Note: ISS – Injury Severity Score.
The
first (main) group (n = 42) was treated with our protocol of
infusion-transfusion therapy for massive blood loss. The second (control) group
(n = 36) received a retrospective analysis of cases of standard
infusion-transfusion therapy on the basis of treatment of blood loss of degrees
1-4 (for massive blood loss corresponding to degree 4, the following ratio was
used: crystalloids – 20 %, colloids – 25 %, red blood cells – 25 %, FFP – 30 %
of total volume of fluid) [6].
The
inclusion criteria were: severe associated injury with injuries to thoracic
organs and/or abdominal cavity and/or small pelvis (ISS = 16-45), ABC = 2-4,
admission within an hour after trauma, a complicated fracture of the spine,
pregnancy, severe cardiac pathology with decreased contractility of left
ventricle.
At
the moment of admission of a patient (the patients of the group 1) with severe
associated injury to the admission unit, and after airway management (according
to indications of ALV) and making the vascular approach, the infusion of
noradrenaline was initiated for supporting the systolic arterial pressure at
the level of 80-90 mm Hg, the blood was taken for analysis, the blood group and
its individual matching were estimated. The examination was conducted with e-FAST-protocol.
If ABC was 2 points and more (a penetrating injury – 1 point, free fluid in
abdominal cavity – 1 point, SAP < 90 mm Hg – 1 point, heart rate 102 per
min. and more – 1 point) [7], then the massive transfusion protocol (MTP) was
initiated: 4 doses of red blood cells, 4 doses of fresh frozen plasma, 1 dose
of apheresis platelets or 6 doses of pooled platelets. Since determination of a
blood group and its individual compatibility takes about 3-40 minutes,
transfusions of red blood cells of O group with negative Rh (1-2 doses) and AB
group fresh frozen plasma (1-2 doses) were initiated for life-threatening
conditions. Then transfusion of erythrocytic components of the blood, fresh
frozen plasma and apheresis platelets with complied blood group with ratio
1:1:1 was initiated. All patients who were admitted within 3 hours from injury
moment received 1 g of tranexamic acid with subsequent introduction of 1 g
within 8 hours.
In
absence of surgical control of bleeding, the laboratory estimation (FBC, acid-base
balance, coagulogram) of necessity for recurrence of massive hemotransfusion
protocol with the same volume and ratio of components for achievement of
surgical hemostasis was initiated.
After
transfusion of blood components and bleeding arrest, we performed
thromboelastometry and total blood analysis. For CT in INTEM > 240 sec.,
EXTEM > 80 sec., 4 doses of fresh frozen plasma were transfused. For A10
< 40 mm or ά
> 83 o (INTEM or EXTEM) + A10 > 10 mm FIBTEM, 1 dose of apheresis
platelets was transfused. For A10 < 40 mm or ά > 83 o (INTEM or EXTEM) + А10 < 10 mm FIBTEM, 10 doses of cryoprecipitate were
transfused. For B APTEM with the change in values by 15 % as compared to EXTEM,
anti-fibrinolytic agents were administered. Transfusion of erythrocytic
suspension was performed for hemoglobin < 90 g/l.
After
achievement of targeted levels of coagulation and hemoglobin, infusion therapy
was conducted with control of MAP, tissue perfusion markers and with
measurement of diameter and the index of inferior vena cava collapse. MAP was
maintained at the level of 65 mm Hg and higher. Noradrenaline infusion was continued
for hypotonia. Saturation of central venous blood (ScvO2),
venoarterial difference in CO2 partial stress (Pv-aCO2) and measurement of diameter and the inferior
vena cava collapse index (IVC-CI) were estimated in case of hyperlactatemia
(> 2.5 mmol/l) and dynamic increasing.
Ultrasonic
identification of the signs of necessity for decreasing rate of transfusion
therapy was carried out in normalization of metabolic marker of perfusion (ScvO2
– 70 %, lactate < 2.5 mmol/l, Pv-aCO2 < 6 mm Hg), absence of
necessity for continuous infusion therapy and with hemodynamic stability
(noradrenaline < 0.3 µg/kg/min.). These signs included dIVC ≥ 2 cm, increasing
dIVC ≥ 0.5 cm over 12 h, IVC-CI ≤ 13 % (with ALV) or IVC-CI ≤ 20 % (in
spontaneous breathing), В-line ≥ 1 region) [8].
In
case of preserved function of kidneys, a decrease in infusion rate was realized
with continuous intravenous introduction of diuretic agents (furosemide 40-100
mg per day). A daily negative balance was up to -1,000-1,500 ml. Extracorporeal
ultrafiltration (24-48 hours) was performed for acute renal injury or chronic
renal failure.
The
patients of the second group initially received the infusion of crystalloid and
colloid solutions with volume of 20-30 ml/kg. Hemotransfusion was performed for
decreasing hemoglobin level below 90 g/l (patients older 55) or lower 70 g/l
(patients younger 55). Transfusion of fresh frozen plasma was conducted for
1.5-fold (and more) increase in APPT and included 10-15 ml/kg. The indication
for transfusion of platelet suspension was a decrease in level of platelets
below 50×109/l. Cryoprecipitate was introduced for level of
fibrinogen < 1 g/l. The agent of choice for arterial hypotonia was
continuous intravenous infusion of adrenaline. The control group received the
infusion therapy according to level of central venous pressure (up to
achievement of 60-80 mm Hg), systemic hemodynamics (MAP > 65 mm Hg) and
diuresis rate (at least 0.5 ml/kg/h) [9].
The
volume of transfused blood components was registered: erythrocytic suspension,
fresh frozen plasma and volume of infusion of crystalloid solutions within
three days in ICU. The duration of ALV in ICU, organ dysfunction according to
MODS on the third day [10] and mortality were estimated.
The
blood lactate, venoarterial difference in Pv-aCO2, and central
venous blood saturation (ScvO2) were measured with the gas analyzer ABL800
FLEX.
Siemens
ACUSON S2000 was used for ultrasonic diagnosis.
Intraabdominal
pressure (IAP) was measured with low pressure tonometer TN-01 Triton (Triton
Electronic, Ekaterinburg, Russia).
Statistical analysis of the digital data was performed
with the standard methods with PC Microsoft Excel 13 and Statistica 6.0. The received
results were tested for normalcy of distribution. Considering the pattern of
distribution, non-parametrical statistical methods were used. The results were
presented as the mean and standard deviation (M ± σ).
RESULTS
Within
the first day, the volume of transfused blood components was reliably higher (p
< 0.05) than in the first group as compared to the second one. Therefore,
the volume of infusion of crystalloid solutions was statistically higher (p
< 0.05) in the second group (Fig. 1).
By
the third day, the volume of transfused packed red blood cells and fresh frozen
plasma was reliably higher as compared to the first group (Fig. 2). The
volume
of
crystalloid
solution
increased
significantly.
The
second group demonstrated the high volumes of crystalloid solutions: 1,900 ± 340
ml in the first day, 3,600 ± 300 ml in the third day (p < 0.05).
The
plasma lactate level (Fig. 3) achieved 9.4 ± 2.2 mmol/l in the first group, 9.9
± 3 mmol/l in the second group (p > 0.05) at admission. The level of lactate
decreased in all patients within the first day at the background of intensive
care: up to 2.5 ± 0.8 mmol in the first group, up to 3.8 ± 1.4 mmol/l in the
second group (p < 0.05) in the first day at the background of intensive
care. On the second day, the trend to decreasing lactate was observed. However
a difference in the value was significant: 1.8 ± 1.0 mmol/l and 2.9 ± 1.1 mmol/l
(р < 0.05).
At
admission, Pv-aCO2 was significantly higher than the normal values
in both groups. At the background of therapy, the first group showed the
normalization of this value within 24 hours as compared to the second group,
where normalization appeared only on the third day. The time course of Pv-aCO2
is shown in the figure 4.
Figure 1. Volume of infusion-transfusion therapy in the first day. EC – erythrocytic components of the blood, FFP – fresh frozen plasma, Cryst. – crystalloids.
Note:* – р < 0.05 as compared to the first group according to
Mann-Whitney test.
Figure 2. Volume of
infusion-transfusion therapy on the third day.
EC –
erythrocytic components of the blood, FFP – fresh frozen plasma, Cryst. –
crystalloids.
Note:* – р < 0.05 as compared to the first group according to
Mann-Whitney test.
Figure 3. Time course of
lactate (mmol/l) in blood plasma
Note:* – р < 0.05 as compared to the first group according to
Mann-Whitney test.
Figure 4. Time course of
Pv-aCO2 of mm Hg
Note: *– р < 0.05 as compared to the first group according to Mann-Whitney test.
ScvO2
also decreased in both groups at admission – 54.1 ± 5.2 % and 55.4 ± 7.1 % (р > 0.05) correspondingly. After 24 hours, the first
group showed ScvO2 of 69.4 ± 4.4 %, the second group – 59.3 ± 6.6 %
(р < 0.05). On the second day, the values of ScvO2
normalized without statistical difference between them.
On
the third day, IAP was 11.2 ± 2.6 mm Hg in the first group, and 18.7 ± 1.5 mm
Hg in the second group (p > 0.05).
The
duration of ALV was 2.1 ± 1.8 days in the first group, and 7.8 ± 2.4 days in
the second group (p < 0.05, Pearson’s χ2 p-criterion). A similar trend was observed in
relation to ICU stay: 5.4 ± 2.6 days, and 9.6 ± 2.1 days (p < 0.05,
Pearson’s χ2
p-criterion) correspondingly.
Estimation
of intensity of organ dysfunction showed that MODS up to 4 points was more
often observed in the first group on the third day, as compared to the second
one – 73.8 % and 50 % (p < 0.05) correspondingly (the table 2). More intense
statistically significant organ dysfunction (MODS = 5-12) was noted in the
second group (p < 0.05). The most intense organ dysfunction (MODS = 9-12)
was registered in 4 (11 %) patients in the second group and in only 2 (4.8 %)
patients in the first group (p < 0.05).
Two
patients of the first group (4.76 %) died in ICU. Their MODS values were 9 and
10 points. Five patients (13.88 %) died in the second group. The severity of
the injuries was 8, 9, 10, 10 and 12 according to MODS correspondingly (Fig.
5).
Table 2. Intensity of organ dysfunction according to MODS on the third day
MODS, points |
First group |
Second group |
1-4 балла / points |
31 (73.8 %) |
18 (50 %)* |
5-8 баллов / points |
9 (21.4 %) |
14 (38.9 %)* |
9-12 баллов / points |
2 (4.8 %) |
4 (11.1 %)* |
Note:* – р < 0.05 as compared to the first group (p-test
Pearson χ2).
Figure 5. Mortality in the
groups 1 and 2
Note:* – р < 0.05 as compared to the first group according to Mann-Whitney test (p-test, χ2 test).
DISCUSSION
Generally,
our results comply with the data in recent publications [15], which show that
timely initiation of massive transfusion therapy makes a positive influence on
the course of traumatic disease.
According
to damage control resuscitation, a necessary component of hemostasis control is
hypotonic resuscitation with maintenance of systolic arterial pressure at the
level of 80-90 mm Hg. Noradrenaline was the agent of choice for intense
arterial hypotonia. Infusion of noradrenaline can reduce the volume of blood
loss in uncontrolled bleeding [11].
The
study by S. Lui et al. [7] showed the decrease in the risk of death after
massive transfusion.
Infusion
of crystalloids (> 500 ml) for patients without arterial hypotonia increased
the risk of 30-day mortality [12]. S. Kind et al. (2013) showed some disadvantages of infusion solutions
such as coagulopathy worsening [13]. The use of hydroxyethyl starches is also
undesirable since these agents increase the risk of acute kidney injury and
require for renal replacement therapy.
Realization
of the massive transfusion protocol allowed rapid stabilization of condition
and, as most importantly, high improvement in perfusion of organs and tissues.
The
elevated level of lactate in patient with polytrauma indicated the
hypoperfusion, tissue hypoxia, and intensity of hemorrhagic shock, and it was
associated with increasing risk of postsurgical, and mainly infectious,
complications [14]. Moreover, the increase in blood lactate is associated with
increasing mortality in trauma patients and predicts a need for massive blood
transfusion [15]. The decrease in blood lactate at the background of intensive
care was a good value of its adequacy.
Pv-aCO2
is a value of tissue perfusion adequacy. G. Ospina-Tascón et al. (2013) showed
that a persistent (more than 6 hours) high level of Pv-aCO2 was
associated with more severe organ dysfunction in patients with septic shock.
The use of massive infusion-transfusion therapy allowed normalizing Pv-aCO2
within the first 24 hour [16].
A
cause of venous blood desaturation is disordered perfusion due to decreasing
cardiac output as result of disordered pump function of the heart and/or
hypovolemia [17]. T. Kowalenko et al. [18] and T. Scalea et al. [19] showed
that patients with trauma and hemorrhagic shock showed ScvO2 < 65
% after primary resuscitation measures, and they more often needed for
additional therapy and surgical interventions. A. Filippo et al. [20] showed a study
of patients with concomitant injury. They found that the value of ScvO2
< 65 % during the first 24 hours was associated with higher incidence of
lethal outcomes and influenced on duration of stay in ICU and hospital.
Diagnostic, therapeutic and predictive significance of venous saturation
monitoring was demonstrated in various critical conditions [21]. The use of
massive transfusion therapy allowed normalizing ScvO2 within the
first 24 hours.
The
predictors of abdominal hypertension syndrome are hypothermia, hemoglobin <
80 g/l, deficiency of bases < 8 mmol/l, infusion of crystalloids > 3,000
ml, and hemotransfusion > 3 doses of erythrocytic suspension [14]. We
performed successful correction of anemia and metabolic acidosis in our
patients.
Our
results confirm the opinion by A. Agalaryan [22] that adequate therapy of
polytrauma reduces the duration of ALV, with the results similar with the
findings by K. Almahmoud et al. [23] who showed the decrease in duration of ALV
from 10 days to 5.9 days over 10 years of the study (35,232 patients). We
performed ALV with high pressure mode in the end of respiration. At that,
faster hemodynamic stabilization, normalization of markers of organ and tissue
perfusion, and, finally, earlier termination of shock, resulting in a decrease
in ALV duration, were noted.
Another
factor influencing on ALV duration is decreasing volume of introduced
crystalloid solutions in the main group. It is well-known that use of
crystalloid solutions causes lung injury in 70 % of patients. Moreover,
crystalloid solutions were developed for increase in volume of interstitial
space, but not for volume of circulating blood, since only 20 % of isotonic solution
of natrium chloride remains in vascular bed after 25 minutes [24]. Transition
of water into interstitial space favors an injury to lung parenchyma and
development of distress-syndrome [25].
Management
of patients with polytrauma requires for coordinated efforts of the medical
team and the blood bank for provision of appropriate management of use of blood
components. The understanding of complex pathophysiology of massive blood loss
and blood replacement has the important significance for making the decisions.
Development of local and concrete recommendations with clinical, laboratory and
logistical answers is a key to the successful result.
CONCLUSION
Realization of massive infusion-transfusion therapy protocol stabilized the patients’ condition, significantly reduced the volume of crystalloid solutions, improved the tissue perfusion, prevented the development of abdominal hypertension syndrome, reduced the duration of artificial lung ventilation and ICU stay, and promoted the decrease in hospital mortality.
Information on financing and conflict of interests
The
study was conducted without sponsorship.
The
authors declare the absence of any clear and potential conflict of interests
relating to publication of this article.
REFERENCES:
1. Bazhanova
DN. Socio-economic losses from road accidents. Eurasian Scientific Journal. 2016; (4): 1-4. Russian (Бажанова Д.Н. Социально-экономические
потери от дорожно-транспортных происшествий //Евразийский научный журнал. 2016.
№ 4. C. 1-4)
2. Koryachkin
VA, Strashnov VI, Dumpis TI, Stalker A, Bashar A. Clinical and economic aspects
of anesthesiology. Grekov Journal of
Surgery. 2006; 165(1): 86-91. Russian (Корячкин В.А., Страшнов В.И., Думпис
Т.И., Ловчев А.Ю., Башар А. Клинико-экономические аспекты анестезиологии
//Вестник хирургии им. И.И. Грекова. 2006. Т. 165, № 1. С. 86-91)
3. Ramonov
AV. Integral indicators of demographic losses from mortality and injuries as a
result of road traffic accidents in Russia. Demographic Review. 2015; (4): 36-149. Russian (Рамонов А.В. Интегральные показатели демографических
потерь от смертности и травматизма в результате дорожно-транспортных
происшествий в России //Демографическое обозрение. 2015. № 4. C. 136-149)
4. Global
status report on road safety 2018. Geneva: World Health Organization. 2018. 462
p. Available at: https://www.who.int/violence_injury_prevention/road_safety_status/2018/en/
5. Cannon
JW, Khan MA, Raja AS, Cohen MJ, Como JJ, Cotton BA, et al. Damage control
resuscitation in patients with severe traumatic hemorrhage: a practice management
guideline from the Eastern Association for the Surgery of Trauma. J Trauma Acute Care Surg. 2017; 82(3):
605-617
6. Vorobyev
AI, Gorodetsky VM, Shulutko EM, Vasilyev SA. Acute massive blood loss.
Guidelines. M: GEOTAR. 2001. 176 p. Russian (Воробьев А.И., Городецкий В.М., Шулутко Е.М., Васильев С.А.
Острая массивная кровопотеря: методические рекомендации. М: ГЭОТАР, 2001. 176 с.)
7. Liu S,
Fujii Q, Serio F, McCague A. Massive blood transfusions and outcomes in trauma
patients; an intention to treat analysis. Bull
Emerg Trauma. 2018; 6(3): 217-220
8. Zabolotsky
DV, Malashenko NS, Mankov A.V. Ultrasound navigation of invasive manipulations
in anesthesiology. Siberian Medical
Journal (Irkutsk). 2012; 113(6): 5-20. Russian (Заболотский Д.В.,
Малашенко Н.С., Маньков А.В. Ультразвуковая навигация инвазивных манипуляций в анестезиологии
//Сибирский медицинский журнал (Иркутск). 2012. Т. 113, № 6. С. 15-20)
9. Koryachkin
VA, Strashnov VI. Anesthesia and intensive care. SPb, 2004. 465 p. Russian (Корячкин В.А.,
Страшнов В.И. Анестезия и интенсивная терапия. СПб., 2004. 465 с.)
10. Hutchings
L, Watkinson P, Young JD, Willett K. Defining multiple organ failure after
major trauma: a comparison of the Denver, Sequential Organ Failure Assessment
and Marshall scoring systems. J Trauma
Acute Care Surg. 2017; 82(3): 534-541
11. Harrois A,
Baudry N, Huet O, Kato H, Dupic L, Lohez M, et al. Norepinephrine decreases
fluid requirements and blood loss while preserving intestinal villi
microcirculation during fluid resuscitation of uncontrolled hemorrhagic shock
in mice. Anesthesiology. 2015;
122(5): 1093-1102
12. Brown JB,
Cohen MJ, Minei JP, Maier RV, West MA, Billiar TR, et al. Goal-directed
resuscitation in the prehospital setting: a propensity-adjusted analysis. J Trauma Acute Care Surg. 2013; 74(5):
1207-1212
13. Kind SL,
Spahn-Nett GH, Emmert MY, Eismon J, Seifert B, Spahn DR, et al. Is dilutional
coagulopathy induced by different colloids reversible by replacement of
fibrinogen and factor XIII concentrates? Anesth
Analg. 2013; 117(5): 1063-1071
14. Vandromme MJ,
Griffin RL, Weinberg JA, Rue LW 3rd, Kerby JD. Lactate is a better predictor
than systolic blood pressure for determining blood requirement and mortality:
could prehospital measures improve trauma triage? J Am Coll Surg. 2010; 210(5): 861-867, 867-869
15. Kruse O,
Grunnet N, Barfod C. Blood lactate as a predictor for in-hospital mortality in
patients admitted acutely to hospital: a systematic review. Scandinavian Journal of Trauma,
Resuscitation and Emergency Medicine. 2011; 19: 74
16. Ospina-Tascón
GA, Bautista-Rincón DF, Umaña M, Tafur JD, Gutiérrez A, García AF, ety al.
Persistently high venous-to-arterial carbon dioxide differences during early
resuscitation are associated with poor outcomes in septic shock. Crit Care. 2013; 17(6): R294
17. Smetkin
AA, Kuzkov VV, Kirov My. Monitoring of oxugen saturation of venous blood in
anesthesiology and intensive care. Guidelines. Northern State Medical
University. Arkhangelsk,
2010; 32 p. Russian (Смёткин А.А., Кузьков
В.В., Киров М.Ю. Мониторинг насыщения венозной крови кислородом в анестезиологии
и интенсивной терапии: методические рекомендации /Северный государственный медицинский
университет. Архангельск, 2010. 32 с.)
18. Ducrocq N,
Kimmoun A, Levy B. Lactate or ScvO2 as an endpoint in resuscitation
of shock states? Minerva Anestesiol.
2013; 79(9): 1049-1058
19. Convertino
VA, Ryan KL, Rickards CA, Salinas J, McManus JG, Cooke WH, et al. Physiological and medical monitoring for en route care of
combat casualties. J. Trauma. 2008;
64(4 Suppl): S342-S353
20. Di Filippo A, Gonnelli C, Perretta L, Zagli G, Spina R, Chiostri M, et al. Low central venous
saturation predicts poor outcome in patients with brain injury after major
trauma: a prospective observational study. Scand J
Trauma Resusc Emerg Med. 2009; 17: 23
21. Marx G,
Reinhart K. Venous oximetry. Curr. Opin.
Crit. Care. 2006; 12(3): 263-268
22. Agalaryan
AKh. Surgical treatment and mortality in patients with abdominal injuries in
polytrauma. Polytrauma. 2014; (4):
24-31. Russian
(Агаларян А.Х. Хирургическое лечение и летальность у пациентов с абдоминальными
повреждениями при политравме //Политравма. 2014. № 4. C. 24-31)
23. Almahmoud
K, Teuben M, Andruszkow H, Horst K, Lefering R, Hildebrand F, et al. Trends in
intubation rates and durations in ventilated severely injured trauma patients:
an analysis from the Trauma Register DGU®. Patient
Safety in Surgery. 2016; 10: 24
24. Koryachkin
VA, Emanuel VL, Strashnov VI. Diagnosis in anesthesiology and intensive care.
Saint-Petersburg.: Spetslit, 2011. 416 p. Russian (Корячкин В.А., Эмануэль В.Л., Страшнов В.И. Диагностика в анестезиологии и интенсивной терапии. СПб.: СпецЛит, 2011. 416 с.)
25. Paromov
KV, Lenkin AI, Kuzkov VV, Kirov MYu. Targeted optimization of hemodynamics in
the perioperative period: opportunities and prospects. Pathology of Blood Circulation and Cardiac Surgery. 2014; 18(3):
59-66. Russian
(Паромов К.В., Ленькин А.И., Кузьков В.В., Киров М.Ю. Целенаправленная оптимизация
гемодинамики в периоперационном периоде: возможности и перспективы //Патология кровообращения
и кардиохирургия. 2014. Т. 18, № 3. С. 59-66)
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