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Hematology and Critical Care

Acute Chest Syndrome

Acute chest syndrome requires immediate imaging, oxygenation assessment, empiric treatment for pulmonary infection, lung-expansion measures, and early transfusion escalation when hypoxemia or radiographic disease progresses.

Clinical question: How should physicians identify, stabilize, investigate, and escalate treatment for acute chest syndrome in sickle cell disease?

Immediate recognition

Identify acute chest syndrome and triage respiratory risk

Do not wait for a fully evolved pulmonary syndrome before initiating treatment.

Diagnose acute chest syndrome (ACS) when a patient with sickle cell disease has a new pulmonary infiltrate involving at least one lung segment, excluding atelectasis, plus at least one compatible feature: chest pain, fever above 38.5°C, tachypnea, wheeze, or cough. The clinical-radiographic construct overlaps with pneumonia; therefore, obtain chest imaging in every patient with sickle cell disease who presents with respiratory symptoms. PubMedEssentials of PulmonologyPubMedAcute Chest Syndrome - StatPearls - NCBI Bookshelf

Treat new or increasing oxygen requirement, respiratory distress, hypoxemia, hypercapnia, extensive or progressive infiltrates, or declining clinical status as escalation signals. ACS can rapidly evolve into acute hypoxemic respiratory failure, multiorgan failure, and death; it is a leading cause of death in sickle cell disease. PubMedDiagnostic Test Accuracy of Lung Ultrasound for Acute Chest Syndrome in Sickle Cell Disease: A Systematic Review and Meta-analysis - PMCPubMedAcute Chest Syndrome - StatPearls - NCBI BookshelfPubMedSickle Cell Crisis - StatPearls - NCBI Bookshelf

Recognize differing dominant patterns by age and context. Children more often have fever, cough, wheeze, and increased work of breathing in infectious presentations, whereas adults may present with chest pain, dyspnea, extremity pain, or concurrent vaso-occlusive disease. ACS may develop during hospitalization for pain, after surgery, or after marrow infarction with fat embolism. ScienceDirectHow I treat acute chest syndrome in children with sickle cell disease - ScienceDirectPubMedEssentials of PulmonologyPubMedAcute Chest Syndrome - StatPearls - NCBI Bookshelf

Clinical patterns that change the immediate diagnostic and escalation pathway. ScienceDirectHow I treat acute chest syndrome in children with sickle cell disease - ScienceDirectPubMedEssentials of PulmonologyPubMedDiagnostic Test Accuracy of Lung Ultrasound for Acute Chest Syndrome in Sickle Cell Disease: A Systematic Review and Meta-analysis - PMCPubMedAcute Chest Syndrome - StatPearls - NCBI BookshelfPubMedSickle Cell Crisis - StatPearls - NCBI Bookshelf
PatternCluesImmediate implication
Infectious-predominant ACSFever, cough, wheeze, increased work of breathing; particularly common in children. ScienceDirectHow I treat acute chest syndrome in children with sickle cell disease - ScienceDirectPubMedAcute Chest Syndrome - StatPearls - NCBI BookshelfObtain indicated cultures and respiratory viral testing, then initiate empiric antibiotics while supporting oxygenation. PubMedSickle Cell Disease and Acute Chest Syndrome: Epidemiology, Diagnosis, Management, OutcomesPubMedAcute Chest Syndrome
Pain-associated hypoventilationConcurrent vaso-occlusive pain, chest pain, or opioid exposure with evolving hypoxia. PubMedSickle Cell Crisis - StatPearls - NCBI BookshelfProvide effective but carefully monitored analgesia, avoid excessive sedation, and use lung-expansion measures. PubMedEssentials of PulmonologyPubMedSickle Cell Crisis - StatPearls - NCBI Bookshelf
Progressive respiratory ACSWorsening hypoxemia, hypercapnia, respiratory acidosis, or increasing infiltrates. ScienceDirectA Survey of the Management of Acute Chest Syndrome in Children with Sickle Cell Disease in Centres in UK and Western Europe - ScienceDirectScienceDirectTherapeutic approach to pediatric patients with acute chest syndrome: national multicenter survey of non invasive ventilation (NIV) and transfusion - ScienceDirectPubMedDiagnostic Test Accuracy of Lung Ultrasound for Acute Chest Syndrome in Sickle Cell Disease: A Systematic Review and Meta-analysis - PMCEscalate respiratory support and urgently coordinate transfusion strategy with hematology and critical care. ScienceDirectHow I treat acute chest syndrome in children with sickle cell disease - ScienceDirectScienceDirectA Survey of the Management of Acute Chest Syndrome in Children with Sickle Cell Disease in Centres in UK and Western Europe - ScienceDirectScienceDirectTherapeutic approach to pediatric patients with acute chest syndrome: national multicenter survey of non invasive ventilation (NIV) and transfusion - ScienceDirect
Fat embolic or infarct-associated ACSACS after bone marrow infarction, severe vaso-occlusive disease, or postoperative stress. PubMedEssentials of PulmonologyPubMedDiagnostic Test Accuracy of Lung Ultrasound for Acute Chest Syndrome in Sickle Cell Disease: A Systematic Review and Meta-analysis - PMCPubMedSickle Cell Crisis - StatPearls - NCBI BookshelfTreat as potentially rapidly progressive ACS; do not defer respiratory support or transfusion assessment while establishing the precipitant. PubMedDiagnostic Test Accuracy of Lung Ultrasound for Acute Chest Syndrome in Sickle Cell Disease: A Systematic Review and Meta-analysis - PMCPubMedSickle Cell Crisis - StatPearls - NCBI Bookshelf

First-hour evaluation

Obtain imaging, oxygenation data, and transfusion-ready laboratory testing

The initial evaluation should establish ACS, define respiratory severity, and prepare for transfusion if deterioration occurs.

Obtain chest radiography, CBC with differential, oxygen-saturation assessment or arterial blood gas testing, standard chemistry testing, and blood group and screen in suspected ACS. A chest radiograph remains the reference imaging study for identifying the requisite new infiltrate, but an initially unrevealing film should not override an evolving clinical syndrome. PubMedSickle Cell Disease and Acute Chest Syndrome: Epidemiology, Diagnosis, Management, OutcomesPubMedAcute Chest Syndrome

Use arterial blood gas testing when oxygenation or ventilation is uncertain or worsening. A PaO2 below 60 mm Hg is a reported hypoxemia marker in ACS; rising carbon dioxide or respiratory acidosis supports escalation to noninvasive or invasive ventilatory support. ScienceDirectA Survey of the Management of Acute Chest Syndrome in Children with Sickle Cell Disease in Centres in UK and Western Europe - ScienceDirectPubMedAcute Chest Syndrome

Order blood cultures, sputum bacterial cultures, nasopharyngeal or sputum viral testing, and other infection-directed studies when presentation and local epidemiology warrant them. These tests should refine etiologic management but should not delay empiric treatment for ACS. PubMedSickle Cell Disease and Acute Chest Syndrome: Epidemiology, Diagnosis, Management, OutcomesPubMedAcute Chest Syndrome

Lung ultrasound is a useful point-of-care adjunct when a rapid bedside assessment is needed. In a meta-analysis of six studies involving 625 patients, 97% aged 21 years or younger, pooled sensitivity was 0.92 and specificity was 0.89; applicability to adults remains less certain. PubMedDiagnostic Test Accuracy of Lung Ultrasound for Acute Chest Syndrome in Sickle Cell Disease: A Systematic Review and Meta-analysis - PMC

Initial diagnostic studies and how they guide immediate management. PubMedEssentials of PulmonologyPubMedSickle Cell Disease and Acute Chest Syndrome: Epidemiology, Diagnosis, Management, OutcomesPubMedDiagnostic Test Accuracy of Lung Ultrasound for Acute Chest Syndrome in Sickle Cell Disease: A Systematic Review and Meta-analysis - PMCPubMedAcute Chest Syndrome
StudyDecision useInterpretation or limitation
Chest radiographConfirm a new pulmonary infiltrate and establish an imaging baseline for progression. PubMedEssentials of PulmonologyPubMedSickle Cell Disease and Acute Chest Syndrome: Epidemiology, Diagnosis, Management, OutcomesPubMedAcute Chest SyndromeRequired diagnostic imaging in the standard definition; radiographic findings may lag early clinical disease. PubMedEssentials of PulmonologyPubMedAcute Chest Syndrome - StatPearls - NCBI Bookshelf
Pulse oximetry and arterial blood gasDetermine oxygen requirement and identify ventilatory failure requiring escalation. PubMedSickle Cell Disease and Acute Chest Syndrome: Epidemiology, Diagnosis, Management, OutcomesPubMedAcute Chest SyndromePaO2 below 60 mm Hg is reported hypoxemia; hypercapnia with respiratory acidosis supports noninvasive ventilation consideration. ScienceDirectA Survey of the Management of Acute Chest Syndrome in Children with Sickle Cell Disease in Centres in UK and Western Europe - ScienceDirectPubMedAcute Chest Syndrome
CBC with differential and chemistry testingDefine anemia, leukocyte pattern, and metabolic complications while preparing for transfusion decisions. PubMedSickle Cell Disease and Acute Chest Syndrome: Epidemiology, Diagnosis, Management, OutcomesInterpret hemoglobin in relation to respiratory trajectory, not as an isolated transfusion trigger. ScienceDirectHow I treat acute chest syndrome in children with sickle cell disease - ScienceDirectScienceDirectA Survey of the Management of Acute Chest Syndrome in Children with Sickle Cell Disease in Centres in UK and Western Europe - ScienceDirect
Type and screenAvoid delay if simple or exchange transfusion becomes necessary. PubMedSickle Cell Disease and Acute Chest Syndrome: Epidemiology, Diagnosis, Management, OutcomesObtain during initial ACS evaluation rather than after respiratory decompensation. PubMedSickle Cell Disease and Acute Chest Syndrome: Epidemiology, Diagnosis, Management, Outcomes
Lung ultrasoundRapid bedside assessment when radiography is delayed or serial evaluation is useful. PubMedDiagnostic Test Accuracy of Lung Ultrasound for Acute Chest Syndrome in Sickle Cell Disease: A Systematic Review and Meta-analysis - PMCPooled performance is strongest in pediatric populations; adult generalizability remains uncertain. PubMedDiagnostic Test Accuracy of Lung Ultrasound for Acute Chest Syndrome in Sickle Cell Disease: A Systematic Review and Meta-analysis - PMC

Immediate treatment

Start supportive treatment and empiric antimicrobial therapy in parallel

Management is directed at interrupting hypoxemia, atelectasis, infection, and pain-related hypoventilation.

Administer supplemental oxygen for impaired gas exchange and titrate respiratory support to clinical severity. Noninvasive support such as CPAP may be used when oxygenation worsens, while intubation and invasive mechanical ventilation are indicated when respiratory dysfunction cannot be supported noninvasively. PubMedEssentials of Pulmonology In pediatric critical-care practice, worsening hypoxia and hypercapnia with respiratory acidosis are common triggers for noninvasive ventilation. ScienceDirectA Survey of the Management of Acute Chest Syndrome in Children with Sickle Cell Disease in Centres in UK and Western Europe - ScienceDirectScienceDirectTherapeutic approach to pediatric patients with acute chest syndrome: national multicenter survey of non invasive ventilation (NIV) and transfusion - ScienceDirect

Use hydration cautiously rather than aggressively. ACS management includes modest or judicious fluid administration, because excess fluid can worsen pulmonary gas exchange in an acute lung injury syndrome. ScienceDirectHow I treat acute chest syndrome in children with sickle cell disease - ScienceDirectPubMedAcute Chest SyndromePubMedSickle Cell Crisis - StatPearls - NCBI Bookshelf Provide analgesia promptly enough to permit deep breathing and coughing, but monitor closely for excessive opioid sedation and hypoventilation. PubMedAcute Chest SyndromePubMedSickle Cell Crisis - StatPearls - NCBI Bookshelf

Initiate empiric antibiotics because infection is a frequent precipitant and ACS is clinically difficult to distinguish from pneumonia. Macrolide antibiotics are included in pediatric ACS management recommendations; obtain indicated cultures before antibiotics when feasible without delaying therapy. ScienceDirectHow I treat acute chest syndrome in children with sickle cell disease - ScienceDirectPubMedSickle Cell Disease and Acute Chest Syndrome: Epidemiology, Diagnosis, Management, OutcomesPubMedAcute Chest Syndrome

Use incentive spirometry and consider chest physiotherapy as lung-expansion measures, particularly in pain-associated hypoventilation or hospitalized vaso-occlusive episodes. Bronchodilators may be useful when wheeze or obstructive airway disease is present; routine use for every patient is not established by the cited evidence. ScienceDirectA Survey of the Management of Acute Chest Syndrome in Children with Sickle Cell Disease in Centres in UK and Western Europe - ScienceDirectPubMedEssentials of Pulmonology

Supportive interventions and escalation triggers in acute chest syndrome. ScienceDirectHow I treat acute chest syndrome in children with sickle cell disease - ScienceDirectScienceDirectA Survey of the Management of Acute Chest Syndrome in Children with Sickle Cell Disease in Centres in UK and Western Europe - ScienceDirectScienceDirectTherapeutic approach to pediatric patients with acute chest syndrome: national multicenter survey of non invasive ventilation (NIV) and transfusion - ScienceDirectPubMedEssentials of PulmonologyPubMedAcute Chest SyndromePubMedSickle Cell Crisis - StatPearls - NCBI Bookshelf
InterventionUseEscalate or modify when
Supplemental oxygenProvide for impaired gas exchange and titrate to clinical response. PubMedEssentials of PulmonologyPubMedAcute Chest SyndromeIncreasing requirement or persistent hypoxemia should prompt higher-level respiratory support and transfusion assessment. PubMedEssentials of PulmonologyPubMedDiagnostic Test Accuracy of Lung Ultrasound for Acute Chest Syndrome in Sickle Cell Disease: A Systematic Review and Meta-analysis - PMC
AnalgesiaTreat pain promptly to reduce splinting and hypoventilation. PubMedAcute Chest SyndromePubMedSickle Cell Crisis - StatPearls - NCBI BookshelfReduce sedating burden and reassess ventilation if somnolence, hypoventilation, or hypercapnia emerges. PubMedSickle Cell Crisis - StatPearls - NCBI Bookshelf
Judicious fluidsUse modest hydration as part of ACS care. ScienceDirectHow I treat acute chest syndrome in children with sickle cell disease - ScienceDirectPubMedAcute Chest SyndromePubMedSickle Cell Crisis - StatPearls - NCBI BookshelfAvoid fluid excess when pulmonary findings or oxygenation worsen. ScienceDirectHow I treat acute chest syndrome in children with sickle cell disease - ScienceDirectPubMedSickle Cell Crisis - StatPearls - NCBI Bookshelf
Empiric antibioticsBegin during ACS treatment because infection is a frequent precipitant and pneumonia overlap is substantial. ScienceDirectHow I treat acute chest syndrome in children with sickle cell disease - ScienceDirectPubMedSickle Cell Disease and Acute Chest Syndrome: Epidemiology, Diagnosis, Management, OutcomesPubMedAcute Chest SyndromeRefine therapy when microbiologic testing or clinical course identifies an alternative cause. PubMedSickle Cell Disease and Acute Chest Syndrome: Epidemiology, Diagnosis, Management, Outcomes
Incentive spirometry or chest physiotherapyPromote lung expansion, especially with pain-related hypoventilation. PubMedEssentials of PulmonologyPubMedSickle Cell Crisis - StatPearls - NCBI BookshelfIncrease surveillance if pulmonary symptoms or infiltrates develop despite use. PubMedSickle Cell Disease and Acute Chest Syndrome: Epidemiology, Diagnosis, Management, OutcomesPubMedSickle Cell Crisis - StatPearls - NCBI Bookshelf

Escalation

Use respiratory trajectory and anemia pattern to choose transfusion support

Transfusion decisions should be made early with hematology when ACS is worsening.

Consider simple transfusion when worsening anemia accompanies respiratory symptoms. This approach is used to improve oxygen-carrying capacity and reduce the proportion of circulating sickled erythrocytes, but the patient’s respiratory trajectory is more important than hemoglobin alone. ScienceDirectHow I treat acute chest syndrome in children with sickle cell disease - ScienceDirectScienceDirectA Survey of the Management of Acute Chest Syndrome in Children with Sickle Cell Disease in Centres in UK and Western Europe - ScienceDirect

Consider partial exchange transfusion when respiratory status deteriorates despite only mild anemia, specifically when hemoglobin is greater than 9 g/dL in the cited pediatric treatment approach. This avoids excessive post-transfusion hemoglobin increase while reducing sickle hemoglobin exposure in progressive disease. ScienceDirectHow I treat acute chest syndrome in children with sickle cell disease - ScienceDirect

Involve critical care and hematology urgently for worsening hypoxemia, hypercapnia, respiratory acidosis, escalating noninvasive support, or need for invasive ventilation. Severe ACS has historically been managed with transfusion or exchange transfusion, although prospective comparative trials of these strategies are lacking. ScienceDirectA Survey of the Management of Acute Chest Syndrome in Children with Sickle Cell Disease in Centres in UK and Western Europe - ScienceDirectScienceDirectTherapeutic approach to pediatric patients with acute chest syndrome: national multicenter survey of non invasive ventilation (NIV) and transfusion - ScienceDirect

Transfusion and respiratory-support escalation framework. ScienceDirectHow I treat acute chest syndrome in children with sickle cell disease - ScienceDirectScienceDirectA Survey of the Management of Acute Chest Syndrome in Children with Sickle Cell Disease in Centres in UK and Western Europe - ScienceDirectScienceDirectTherapeutic approach to pediatric patients with acute chest syndrome: national multicenter survey of non invasive ventilation (NIV) and transfusion - ScienceDirectPubMedEssentials of PulmonologyPubMedSickle Cell Disease and Acute Chest Syndrome: Epidemiology, Diagnosis, Management, Outcomes
Clinical situationNext actionRationale
Worsening anemia with respiratory symptomsAssess for simple transfusion with hematology involvement. ScienceDirectA Survey of the Management of Acute Chest Syndrome in Children with Sickle Cell Disease in Centres in UK and Western Europe - ScienceDirectSimple transfusion is commonly used for ACS with anemia and respiratory compromise. ScienceDirectHow I treat acute chest syndrome in children with sickle cell disease - ScienceDirectScienceDirectA Survey of the Management of Acute Chest Syndrome in Children with Sickle Cell Disease in Centres in UK and Western Europe - ScienceDirect
Hemoglobin greater than 9 g/dL with deteriorating respiratory statusConsider partial exchange transfusion. ScienceDirectHow I treat acute chest syndrome in children with sickle cell disease - ScienceDirectThis strategy is described when respiratory deterioration occurs despite mild anemia. ScienceDirectHow I treat acute chest syndrome in children with sickle cell disease - ScienceDirect
Worsening hypoxiaEscalate oxygen delivery and consider noninvasive ventilation in a monitored setting. ScienceDirectA Survey of the Management of Acute Chest Syndrome in Children with Sickle Cell Disease in Centres in UK and Western Europe - ScienceDirectScienceDirectTherapeutic approach to pediatric patients with acute chest syndrome: national multicenter survey of non invasive ventilation (NIV) and transfusion - ScienceDirectPubMedEssentials of PulmonologyWorsening hypoxia is a commonly used NIV indication in pediatric practice. ScienceDirectA Survey of the Management of Acute Chest Syndrome in Children with Sickle Cell Disease in Centres in UK and Western Europe - ScienceDirect
Hypercapnia with respiratory acidosis or failure of noninvasive supportEscalate critical-care management and evaluate for invasive ventilation. ScienceDirectA Survey of the Management of Acute Chest Syndrome in Children with Sickle Cell Disease in Centres in UK and Western Europe - ScienceDirectPubMedEssentials of PulmonologyVentilatory failure requires support beyond supplemental oxygen alone. ScienceDirectA Survey of the Management of Acute Chest Syndrome in Children with Sickle Cell Disease in Centres in UK and Western Europe - ScienceDirectPubMedEssentials of Pulmonology

When to move beyond ward-level care

Transfer or manage in a higher-acuity setting when respiratory failure is evolving: worsening hypoxia is a common noninvasive ventilation trigger, and hypercapnia causing respiratory acidosis is an additional trigger. CPAP, BiPAP, high-flow oxygen, and invasive ventilation should be selected according to gas-exchange failure and local capability. ScienceDirectA Survey of the Management of Acute Chest Syndrome in Children with Sickle Cell Disease in Centres in UK and Western Europe - ScienceDirectScienceDirectTherapeutic approach to pediatric patients with acute chest syndrome: national multicenter survey of non invasive ventilation (NIV) and transfusion - ScienceDirectPubMedEssentials of Pulmonology

After stabilization

Address precipitants and reduce recurrence after recovery

ACS often has more than one precipitant; prevention should follow the pattern of the index event.

Evaluate for infection, pulmonary fat embolism after marrow infarction, pulmonary infarction, perioperative stress, and pain-related hypoventilation. These mechanisms may coexist and should guide targeted testing and prevention rather than delay syndrome-directed management. ScienceDirectHow I treat acute chest syndrome in children with sickle cell disease - ScienceDirectPubMedEssentials of PulmonologyPubMedDiagnostic Test Accuracy of Lung Ultrasound for Acute Chest Syndrome in Sickle Cell Disease: A Systematic Review and Meta-analysis - PMCPubMedSickle Cell Crisis - StatPearls - NCBI Bookshelf

After recovery, discuss hydroxyurea for recurrent ACS prevention. Hydroxyurea has reduced recurrent ACS episodes in children and adults, and chronic transfusion therapy has also been used to prevent recurrence in selected patients. Wolters KluwerStandard management of sickle cell disease complications ☆ : Hematology/Oncology and Stem Cell TherapyScienceDirectHow I treat acute chest syndrome in children with sickle cell disease - ScienceDirect

For patients anticipating surgery, identify prior ACS, chronic lung disease, recent clustering of pulmonary complications, pregnancy, increasing age, and procedural invasiveness as features associated with greater perioperative pulmonary risk. Obtain a recent chest radiograph for baseline comparison when postoperative imaging may be needed, and assess for obstructive or restrictive lung disease when clinical history suggests it. PubMedEssentials of Pulmonology

Post-ACS prevention decisions. Wolters KluwerStandard management of sickle cell disease complications ☆ : Hematology/Oncology and Stem Cell TherapyScienceDirectHow I treat acute chest syndrome in children with sickle cell disease - ScienceDirectPubMedEssentials of PulmonologyASHOptimizing management of sickle cell disease in patients ...
Risk contextPreventive actionClinical purpose
Prior ACS after recoveryDiscuss hydroxyurea. Wolters KluwerStandard management of sickle cell disease complications ☆ : Hematology/Oncology and Stem Cell TherapyScienceDirectHow I treat acute chest syndrome in children with sickle cell disease - ScienceDirectHydroxyurea has demonstrated reduction in recurrent ACS episodes. Wolters KluwerStandard management of sickle cell disease complications ☆ : Hematology/Oncology and Stem Cell TherapyScienceDirectHow I treat acute chest syndrome in children with sickle cell disease - ScienceDirect
Recurrent ACS or selected high-risk diseaseConsider chronic transfusion strategy with sickle cell specialists. Wolters KluwerStandard management of sickle cell disease complications ☆ : Hematology/Oncology and Stem Cell TherapyChronic transfusion therapy has been used to prevent recurrent ACS. Wolters KluwerStandard management of sickle cell disease complications ☆ : Hematology/Oncology and Stem Cell Therapy
Upcoming surgeryReview ACS history, pulmonary comorbidity, recent pulmonary events, pregnancy status, and procedure invasiveness; obtain baseline chest imaging when useful. PubMedEssentials of PulmonologyASHOptimizing management of sickle cell disease in patients ...Perioperative optimization can reduce risk of ACS-related complications. PubMedEssentials of PulmonologyASHOptimizing management of sickle cell disease in patients ...

Common questions

Can lung ultrasound replace chest radiography for acute chest syndrome?

Lung ultrasound can accelerate bedside assessment and had pooled sensitivity of 0.92 and specificity of 0.89 in a predominantly pediatric meta-analysis, but the standard diagnostic definition remains based on a new chest-imaging infiltrate and adult generalizability is uncertain. PubMedEssentials of PulmonologyPubMedDiagnostic Test Accuracy of Lung Ultrasound for Acute Chest Syndrome in Sickle Cell Disease: A Systematic Review and Meta-analysis - PMC

When should exchange transfusion be considered in acute chest syndrome?

Consider partial exchange transfusion when respiratory status is deteriorating despite only mild anemia, described in children with hemoglobin greater than 9 g/dL; involve hematology early because comparative prospective evidence is limited. ScienceDirectHow I treat acute chest syndrome in children with sickle cell disease - ScienceDirectScienceDirectTherapeutic approach to pediatric patients with acute chest syndrome: national multicenter survey of non invasive ventilation (NIV) and transfusion - ScienceDirect

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