guys talk 9_22
TRANSCRIPT
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Reverse Translational Research:
Asthma Increases Sickle CellDisease Related Morbidity
and Mortality
Michael R. DeBaun, MD, MPH
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Asthma and Sickle Cell Disease
Definition of sickle cell disease
Definition of asthma
Step wise approach to clinical investigation
of lung disease in SCD
Assessment of mechanism for the
association between asthma and vaso-
occlusion
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What is SCD?
SCD=SCA or SCD = SCA
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SCD
SCD
Hemoglobin SS
Hemoglobin SC
Hemoglobin SB0
Hemoglobin SB+
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Epidemiology
Asthma is the most common chronic disease
of childhood
~20% of AA children have asthma ~20 % of children with SCD have asthma
Leading cause of hospitalization in pediatrics
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Step 1
Targeted Intervention Trial
Observation
Retrospective / Cross-Sectional StudyStep 2
Prospective Cohort StudyStep 3
Mechanism of DiseaseStep 4
Step 5
Reverse Translational Research
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Step 2:
Retrospective Cohort Study
Asthma Increases the Risk of Acute ChestSyndrome and Rate of Painful Episodes in
Children with Sickle Cell Disease
Henderson J, Moinuddin A, Strunk R, and DeBaun MPediatric Pulmonology 2004: 38(3):229-232
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Hypothesis
Children with sickle cell disease and
asthma hospitalized for pain are atincreased risk of ACS when compared to
children with SCD and without asthma
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Development of ACS Among Children
Hospitalized for Pain: Role of Asthma
139 children with
SCD hospitalized
for pain
Cases:
63 children (45%)
developed ACS
Controls:
76 children (55%)
did not develop
ACS
Previous
diagnosis of
asthma
(35%)
Previous
diagnosis of
asthma(12%)
P
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Additional Findings
Children with asthma received active
treatment for asthma in only 42% of ACS
episodes
Readmission occurred in 10% (10/97) of
ACS episodes
80% (8/10) of readmissions occurred in childwith asthma
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Conclusions
Children with sickle cell disease and asthma
are at increased risk of ACS and have
higher rates of ACS and pain episodes
Asthma is an under-recognized and under-
treated co-morbid condition in children with
sickle cell disease
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Step 3:
Prospective Cohort Study
Asthma is Associated with Acute ChestSyndrome and Pain in Children
with Sickle Cell Anemia
Boyd J, Macklin E, Strunk R, DeBaun M
Blood 2006;108(9):2923-7
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Hypotheses
- Primary
- Children with sickle cell anemia (SCA) and
asthma will be at increased risk for pain whencompared to children with SCA
- Secondary
- Children with sickle cell anemia and asthma
will have- A higher incidence of ACS
- Their first ACS event will occur earlier
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Methods: Patient SelectionCooperative Study of Sickle Cell Disease
NIH sponsored, multi-institutional study (1977 - 1998)
Pediatric cohort: 6 to 10 months
Phase 3751 pts
enrolled
450 pts enrolled
Infants < 6 mo
17 pts enrolled
Infant Cohort: 467 pts
Infants with Hb SS
Cohort: 292 pts
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Study Definitions
Asthma Physician diagnosis of asthma or documentation
of an acute asthma event
Acute Chest Syndrome (ACS) New pulmonary infiltrate on CXR or pleuriticchest pain with an abnormal perfusion lung scan(CSSCD definition)
Painful event Pain for >2 hours, led to a clinic visit and for
which no other explanation could be found,including ACS (CSSCD definition)
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Results
257 children met study criteria
Mean follow-up
12.3 years
PFT
202 children
Asthma 18% (46/257)
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Asthma is Associated with Pain in
Children with Sickle Cell Anemia
0
50
100
150
200
250
0-2 2-4 4-6 6-8 8-10 10-12 12-20
Age (yrs)
Painrate
(/100pt-yrs)
AsthmaticNot Asthmatic
(p
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0
20
40
60
80
100
0-2 2-4 4-6 6-8 8-10 10-12 12-20
Age (yrs)
ACS
rate(/1
00p
t-yrs)
AsthmaticNot Asthmatic
Asthma is Associated with ACS in
Children with Sickle Cell Anemia
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Time to 1st ACS Episode in
Patients with Asthma(log-rank, p=0.002)
| || ||
|| |||||
||||||||||| ||| ||
||| |||||||||||||||||| ||||| |
|| | | ||
| | | | |
0 2 4 6 8 10 12 14 16 18 20
0%
20%
40%
60%
80%
100%
Time (yrs)
Perc
entageexperiencinganACSe
Asthmatic
Not asthmatic
46 30 13 12 6 5 4 2 1 1
211 144 112 97 72 51 36 17 8 2
AsthmaticNot asthmatic
||
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Additional Evidence of an Association
Between Asthma and ACS
In a cohort of 80 children with SCD in
Jamaica, asthma was associated with a 6 - fold
increase in having recurrent ACS.Knight-Madden et al., Thorax 2005
In a cohort of 96 children with SCD, children
with asthma had more episodes of ACS in a
five-year period (90 episodes v. 58 episodes,
p=0.03).
Nordness et al., Clin and Mol Allergy 2005
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Step 3:
Prospective Cohort Study
Asthma is Associated with Early Death inSickle Cell Anemia
Boyd J, Macklin E, Strunk R, DeBaun MHaematologica (2007)
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Hypothesis
Individuals with SCA and asthma will have
increased mortality when compared to
individuals with SCA without asthma
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Methods
Cooperative Study of Sickle Cell Disease Study entry criteria
Enrollment in CSSCD (n= 4,085)
Hb SS ( n=2703) African American (n=2636)
Followed beyond age 5 years (n=2557)
Ability to ascertain asthma status (1963)
Asthma (n =138) No asthma (n= 1825)
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Kaplan-Meier Plot of Survival in Individuals
With SCA, With and Without AsthmaCox regression hazard ratio: 2.36; 95% CI 1.21 to 4.62,Cox regression hazard ratio: 2.36; 95% CI 1.21 to 4.62,
p=0.01p=0.01
(1963 individuals with SCA, 18,496 patient-years)
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Conclusion
Asthma is an independent risk factor for
Pain and acute chest syndrome
Premature death
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Is there a temporal relationship between
mild respiratory symptoms in children with
asthma and painful episodes ?
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Step 3:
Retrospective Cohort Study
Painful Episodes in Children with Sickle Cell
Disease and Asthma are Temporally Associatedwith Respiratory Symptoms
Glassberg J, Spivey J, Strunk R, DeBaun MJ Ped Hematol Oncol 2006;28(8):481-485
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Hypothesis
Mild respiratory symptoms either immediately
precede or occur concomitantly with painfulepisodes more frequently in children with SCD
and asthma when compared with children
with SCD without asthma
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Presented toHematology/Pulmonaryclinic with pain episode
(n=94)
(no ACS or acuteasthma)
Noasthma
(46%)
Asthma
(54%)
Association Between Pain Episodes and
Respiratory Symptoms Within 96 hrs of
Presentation to Clinic with Pain
Respiratorysymptoms
(35%)
Respiratorysymptoms
(12%)
P = 0.016
Among children with pain and asthma, OR of having antecedent
or concurrent respiratory symptoms = 4.9 (95% CI 2.2,10.7)
Chart audit
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Conclusions
In children with both SCD and asthma, mild
respiratory symptoms are a risk factor for
painful episodes within 96 hours Children with SCD and asthma should be
evaluated for respiratory symptoms at the
beginning of their painful episodes
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What about a mechanism for the
association between asthma and sicklecell disease morbidity and mortality?
1. Human studiesA. Genetic studies
B. Measures of inflammation
2. Transgenic mouse model
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Sibling History of Asthma is a Risk
Factor for Pain in Children withSickle Cell Anemia
Joshua J. Field Eric A. Macklin
Yan Yan, MD
Robert C. Strunk
Michael R. DeBaunAccepted American Journal of Hematology
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Methods: Patient SelectionCooperative Study of Sickle Cell Disease
NIH sponsored, multi-institutional study (1977 - 1998)
211 children with Hgb SS
classifiable with a family
history of asthma
No family history ofAsthma (n=169)
Family history ofAsthma (n=42)
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Family History of Asthma Associated
with an Increased Rate of Pain
0.120.92 to 2.621.51Parental history of
asthma
< 0.0011.6 - 4.02.48Sibling history of
asthma
P value95%
Confidence
Interval
mean
rate ratio
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0.6820.65-1.911.12Parental asthma
0.0081.18-3.091.91Sibling asthma
With adjustment for personalasthma (age at end of follow-up, gender, andHCT and Fetal hemoglobin)
0.1200.92-2.621.51Parental asthma
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Conclusion
A familial component of asthma contributes
to an increased rate of pain
Genetic
Environment
Both genetic and environment
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Transgenic Sickle Cell Disease
Mouse Model-C57Bl/6
Blood 2006
Blood smear: sickled RBCs
Hb: Low (5-7 gm/dL) Retic: High (30-40%)
Pathology similar to humans
Clinical complications:
Poor perinatal survival (20%) Poor growth, hyposthenuria
Stroke, priapism
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Proof of Principle:
A SCD mouse with experimental asthmaBlood 2008;June 25. Epub ahead of print.
SUBCUTANEOUS
OVALBUMIN
IMPLANTATION
DAY 1
2WEEKS
DAY 21DAY 19DAY 17DAY15 DAY 23
6% OVALBUMIN AEROSOLIZATION
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Transgenic SCD Model
with Asthma
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Figure 3 C
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Step 5:
Targeted Intervention
?
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Leukotriene Pathway
Adapted from NEJM 1999, Jan 21 340 (3:197-206)
Urinary Leukotriene E4 levels Are
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Urinary Leukotriene E4 levels Are
Associated with Hospitalization for
Pain or Acute Chest Syndrome inChildren with Sickle Cell Disease
Jeanine E. Jennings, BS
Thiruvamoor Ramkumar, PhD
Jingnan Mao,
Jessica Boyd, MD, MPH
Mario Castro, MD, MPH
Robert C. Strunk, MD
Michael R. DeBaun, MD, MPH
America Journal of Hematology , 2008, Mar 26; 83(8):640-643.
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ControlsSCD
125
100
75
50
25
0
Median
LeukotrieneE4level(pg/mgofCreatinine)
Error bars: 95% CI
N = 71 N = 22
Hypothesis urinary leukotriene E4 levels in children
with SCD compared to children without SCD
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(31,138)66*(46, 77)61Highest Tertile (N = 25)
(17, 85)38(29, 54)42Middle Tertile (N = 24)
(20, 41)30(20, 41)30Lowest Tertile (N = 22)
95% CIADJUSTED95% CICRUDE
Pain (events per 100 patient-years)
Hypothesis: Leukotriene E4 Levels (tertiles)
are associated with an increase rate of pain
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Baseline Urinary Cysteinyl Leukotriene E4 is Associated
with Increased Risk for Pain and ACS in Adults with SCD
Joshua J. Field, MD,
Jim Krings,Nicole White,
Morey Blinder, MD,
Robert C. Strunk, MD,
Michael R. DeBaun, MD, MPH
C i f d l i h i kl ll di d
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0.43018
27Current cigarette
smoking, %
0.52263Montelukast, %
1.0001210Inhaled corticosteroids , %
0.8842931Asthma diagnosis, %
0.6185952Gender, % female
0.05340 1134 12Age, y, mean SD
P value
Controls
(n=20)
Sickle cell
disease
(n=71)
Comparison of adults with sickle cell disease and
age, ethnic-matched controls
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Mean leukotriene E4 level in age, gender and ethnic-matched
controls compared to adults with sickle cell disease
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0.410
27
Has the participant ever had an attack of
heezing that has caused him/her to be short ofbreath?
0.03942
Has the participant ever had attacks of
wheezing after playing hard or exercising?
0.034
27
Does the participants chest ever sound wheezy
or whistling occasionally even without having acold?
0.01072
Does the participants chest every sound
wheezy or whistling when he/she has a cold?
Significance% with eventSymptom
\Relationship of ATS/DLD questions to LTE4 in adults with SCD
Boxplot of the unadjusted rate of pain among adults with sickle cell disease
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Boxplot of the unadjusted rate of pain among adults with sickle cell disease
in lowest, middle and highest LTE4 tertile
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Conclusions
Leukotriene levels are elevated among
children and adults with sickle cell disease
when compared to children without sickle
cell disesae Baseline leukotriene levels are associated
with
asthma symptoms
an increase rate of painful episodes
Hypothesis: Cysteinyl leukotriene receptor
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Hypothesis: Cysteinyl leukotriene receptor
antagonist (Montelukast) improves survival in
SCD mouse model after inflammatory stimuli
(chronic airway inflammation, hypoxemia)
S
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Summary
Asthma is common in children with sickle celldisease
Children with asthma have an increased rate of:
Pain ACS
Death
The mechanism of the increased morbidity andmortality has not been elucidated
Progression of Reverse
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Step 1
Targeted Intervention Trial
Observation
Retrospective / Cross-Sectional StudyStep 2
Prospective Cohort StudyStep 3
Mechanism of DiseaseStep 4
Step 5
Progression of Reverse
Translational Research
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The SLCH Sickle Cell Team
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Thank You!
Ping An, Michael Province, Anne Bowcock, Mario Castro, Ramu Thiruvamoor
Cheryl Hillery, Kirk Pritchard (Medical College of Wisconsin)
Janet Stocks, Fenella Kirkham (Great Ormond Street)
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Who Should See an Asthma Specialist?
Children with frequent
Pain
> 3 hospitalizations in a year History of ACS
Children with poorly controlled asthma
Children with severe persistent asthma Children with eczema or other risk factors for
asthma
Proposed Relationship Between Atopy, Bronchial
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Bronchial
Hyper-Responsiveness
Asthma Phenotype
Atopy
SCD
Morbidity
Proposed Relationship Between Atopy, Bronchial
Hyper-Responsiveness, Asthma Phenotype and
SCD Morbidity
Asthma Hypoventilation
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Adapted from Setty et al. Blood.1999 Sep 1;94(5):1555-60
Increased adhesion to
microvasculature
Regional
hypoxia
Normal
erythrocyte
Sickled
erythrocyteAcute Chest Syndrome
and/or
Vaso-occlusive episode
Local vascular injury & inflammation
[Recruitment of platelets, WBC, and
RBC with increased adhesion]
Asthma
hypoxia & acidosis
Hypoventilation
[from pain and/or opioid administration]
Ventilation-perfusion
mismatch
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Is Airway Hyperresponsiveness a
Fundamental Characteristic of SCD?
Leong et al. J Peds 1997
Methods: 40 children, 30 with HbSS, 18 with Hx RAD
10 controls, siblings without RAD
Airway hyperreactivity defined with cold airchallenge
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Case Report
Infant with hemoglobin SS
1st allergy/pulmonary evaluation at 8 months
Persistent cough and wheeze initially noted withcold symptoms, but numerous precipitating factorsapparent
Persistent rhinorrhea, snoring
Eczema Family history of eczema in both parents and
asthma in a sibling
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Case Report (continued)
1st ED visit at 3 months
1st Hosp at 8 months
Subsequent hosp at 10 and 14 months After 1st evaluation, treatment with regular ICS
started
Oral steroid use at home with exacerbations
started after hosp at 10 months Now 24 months old with no further ED or hosp,
normal growth and development
Lung Function and Airway
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Lung Function and Airway
Hyperresponsiveness in Adult
Patients with SCD
Vendramini EC, Vianna EO, Angulo IDeL, DeCastro
FB, Martinez JAB, Terra-Filho J
Am J Med 2006;332:68-72
Methacholine challenge used to determine airwayhyperresponsiveness in 26 adults, 9 HbSS
AHR present in 42%, not related to presence of airwayobstruction
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Relationship Between Clinical Course and
Pulmonary Function Abnormalities
Clinical
Course:Normal
Pain,
ACS
Chronic Lung
Disease,
PulmonaryHypertension,
Increased rate
of death
PulmonaryFunction:
Normal
Obstruction
and/or
Airway Hyper-
responsiveness
Restriction
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Asthma risk factors
Parental history of asthma*
Physician-diagnosed atopic dermatitis*
Allergic sensitization to an aeroallergen*
Wheezing unrelated to colds*
Blood eosinophils >4%*
Serum IgE level >95th percentile for age**
* Guilbert et al.JACI2004;114:1282
**Burrows et al. NEJM1989;320:271-277
**Sears et al.New Engl J Med1991;325:1067-1071
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Asthma Phenotypes
Ascertained through patient and guardian
interview and medical chart review
Physician Diagnosis
FEV1/FVC ratio < 95% predicted based on
age, sex, height, and race
Airway Obstruction
An improvement in FEV1 12% (absolute
difference) after treatment with albuterol
Bronchodilator
Response
PC20
(the methacholine concentration
causing a 20% fall in forced expiratory
volume in one second) 12.5 mg/ml
Methacholine
challenge
DefinitionAsthma Phenotype
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Methods
Baseline evaluation:
History and Physical
Spirometry with bronchodilatorresponse
Lung volumes
IOS
eNO
IgE, Eosinphil Count
Allergy Skin Test Methacholine Challenge (to bedone at visit 2)
DNA collection (for Project 3)
Nasal brushing for STAT1 (visit3)
Interim visits (q6 mo):
History and Physical
Spirometry with
bronchodilator response IOS
eNO
Eosinophil Count
Quarterly TelephoneContact:
Interim History
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Is Airway Hyperresponsiveness aFundamental Characteristic of SCD?
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Background
Leong et al. J Peds 1997
Methods: 40 children, 30 with HbSS, 18 with Hx RAD
10 controls, siblings without RAD
Airway hyperreactivity defined with cold airchallenge
Airway Hyperresponsiveness Defined
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SCD and RAD, 13 (squares)SCD without RAD, 19 (circles)
Controls, 10 (diamonds)
y yp p
with Cold Air Challenge
O h A i l A h
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Other Articles on Asthma
and SCD Morbidity
Gorin and Paraire. Postmortem revelation of SCDfollowing fatal episode of acute bronchial asthma.Forensic Science International 2002;126:48-52
Knight-Madden et al. Asthma in children with SCDand its association with ACS.
Thorax 2005;60:206-210
Atopic asthma appears to be associated with recurrentACS. Early and effective anti-asthma therapy mightreduce pulmonary morbidity associated with ACS
Lung Function and Airway
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Lung Function and Airway
Hyperresponsiveness in Adult
Patients with SCD
Vendramini EC, Vianna EO, Angulo IDeL, DeCastro
FB, Martinez JAB, Terra-Filho J
Am J Med 2006;332:68-72
Methacholine challenge used to determine airwayhyperresponsiveness in 26 adults, 9 HbSS
AHR present in 42%, not related to presence ofobstruction
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What is the evidence that childrenwitih sickle cell disease have asthma
as opposed to a lung disease that
mimics asthma?
Major gene effect and additive familial
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pattern of inheritance of asthma exist among
families of probands with sickle cell anemia
and asthma
Am J Hum Biol. 2007.
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Case Report-2
Male with SS
1st allergy/pulmonary evaluation at 8 month
Persistent cough and wheeze initially noted withcold symptoms, but numerous precipitating factorsapparent
Persistent rhinorrhea, snoring
Eczema Family history of eczema in both parents and
asthma in a sibling
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Case Report-2, Contd
Allergy skin testing negative
Infant pulmonary function tests
FEV0.5 57% predicted
Bronchodilator response = 34%
Significant air trapping present
Peripheral blood eosinophilia 4-6%when well
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Case Report-2, Contd
1st ED visit at 3 months
1st Hosp at 8 months
Subsequent hosp at 10 and 14 months
After 1st evaluation, treatment with regular ICSstarted
Oral steroid use at home with exacerbationsstarted after hosp at 10 months, need infrequent
Now 6 years old with no further ED or hosp,normal growth and development
Rationale for study of
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y
lung disease
Chronic lung disease is a major cause of morbidity andmortality in adult SCD patients
Physiology is primarly restrictive
Lung disease in children with SCD
Children with SCD may have normal, obstructive, or mixed obstructiveand restrictive abnormalities, but studies on limited number of childrenand no good correlations established between results and clinical course
Airway lability has been demonstrated in a large percentage of SCDchildren, with bronchodilator reactivity and hyper responsiveness to coldair
Spirometry values decline with increasing age in patients with SCA,
suggesting an evolution of physiologic abnormalities from normal toobstruction to restriction
Diagnosis of asthma as co-morbid condition increasesfrequency of pain and acute chest episodes, and shortenslife
Pulmonary and Allergy
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Pulmonary and Allergy
Evaluation
Spirometry
Impulse oscillometry
Lung volumes
Exhaled nitric oxide (off line) Airway lability bronchodilator reactivity and
methacholine responsiveness
Allergy characteristics
Aeroallergen sensitivity Total serum IgE
Personal history of eczema and allergic rhinitis
Family history of asthma and allergy (parental and siblings)
Asthma Phenotype Definition
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Asthma Phenotype Definition
Positive methacholine challenge, PC20 12.5mg/ml
Bronchodilator Response improvement inFEV1 12% (absolute difference) after treatment
with albuterol Airway Obstruction FEV1/FVC ratio < 95%
predicted based on age, sex, height, and race(Wang and Dockery)*
Physician Diagnosis ascertained through patientand parent interviews and medical chart review
*No upper limit of FEV1 will be set, as children
with asthma are known to have well maintained FEV1
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Case Report
5 year old with sickle cell/beta thalassemia anemia
9 prior hospitalizations
Typical course of an exacerbation:
Initial symptoms typical of URI, followed by tirednessand shortness of breath, and then cough and wheeze
Pain followed in various locations and then diffusely
Never heard to wheeze upon arrival at hospital
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Evaluation at 5 years (5/03) included:
No evidence for atopy:
Negative skin tests to aeroallergens
Total serum IgE normal
Elevated eosinophil count
Family history negative for asthma
Pulmonary function testing with restriction and air trapping:
Spirometry moderate reduction in FEV1 and FVC with restrictive
pattern (FEV1 /FVC = 90%), no response to BD
Lung volumes with air trapping (RV/TLC = 35%, normal up to 30%)
Methacholine challenge wtih severe responsiveness (PC20 = 0.8mg/ml)
Minimal snoring history, 02 saturation = 100%
Case Report, Contd
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Initial impression was infection-induced
asthma
Plan to treat with ICS at first sign of a coldand add systemic steroid if not effective
Continued with hospitalizations: 11/03,
4/04, 3/05, and 2 in 2 weeks of 8/05
Case Report, Contd
Case Report Contd
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1st of 2 hospitalizations in 8/05 Pain was first Sx. Albuterol and ICS started.
Pneumonia diagnosed. Chest xray showed new RMLinfiltrate. Treated with antibiotics and oral steroids (no
cough or wheeze). Sx resolved within 24 hr. 2 days after discharge respiratory Sx reoccurred
(increased work of breathing) with pain.
2nd hospitalization with ICU admission Oral steroids started again with resolution of Sx within
24 hours.
Case Report, Contd
What does this case represent?
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What does this case represent?
Case more complex than typical asthma Symptom progression may represent response to a viral
infection, but wheeze heard early on at home never heardat time of hospitalization
No atopy
Severe airway responsiveness present, but not clearwhether it is cause or effect of clinical symptoms
Pulmonary physiology restrictive, but air trapping present
Treatment with ICS at time of symptoms clearly not
adequate, but oral steroids seem to be effective
Q i i d b
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Questions raised by
this case What is the meaning of increased airway
responsiveness in the absence of typical
asthma? How does this finding alter ourapproach to treatment?
What is the meaning of air trapping in the
presence of restrictive lung disease?
Analyses
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Analyses
Evaluation for presence of lung disease: Increased resistance on IOS,
Small airway disease apparent by lung volume testing
Obstruction apparent on spirometry
Restrictive pattern on spirometry and by decreased total lung
capacity
Categories of lung disease will be correlated
with results of testing for patterns of morbidity
and presence asthma risk factors
Analyses
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Analyses
Exhaled NO measurements at regular biannual visits and at times of
exacerbation of sickle cell disease requiring hospitalization
Hypotheses elevated levels:
will identify children at risk for exacerbation of sickle cell crisesof either pain or ACS overall
will identify increased risk for exacerbation in the next 3 months
eNO will be elevated in SCA, especially in those with allergyand asthma, and that variability in levels will be associated
morbidity
Analyses
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Analyses
Pulmonary function pattern will evolve during the 3-yearfollow-up interval to increased respiratory resistancemeasured by IOS, airway obstruction (obstructionpattern on spirometry and air trapping on lung volumes),
and then restriction. Children with atopy but no diagnosis of asthma are more
likely to acquire a diagnosis of asthma and small airwaydisease (air trapping on lung volumes andinhomogeneity on analysis of flow-volume curves) than
those with no atopy.
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Conclusions
Sickle cell anemia causes lung disease
Asthma worsens the course of sickle cell disease
Relationship between asthma and various
manifestations of sickle cell disease is complex Understanding of relationship can only thorough
analysis of patient physiology, atopy, and otherrisk factors for lung disease wit correlation to
clinical course
Sickle Cell Anemia
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Sleep and Asthma Cohort Study
Projects in SAC
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Projects in SAC
Project 4: Asthma-related
Project 1:Asthma risk factors
& phenotypes inSCA
Project 2:Sleep Disorderedbreathing in SCA
Project 3
T i i kl