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Lopez L, Colan S, Stylianou M, Granger S, Trachtenberg F, Frommelt P, Pearson G, Camarda J, Cnota J, Cohen M, Dragulescu A, Frommelt M, Garuba O, Johnson T, Lai W, Mahgerefteh J, Pignatelli R, Prakash A, Sachdeva R, Soriano B, Soslow J, Spurney C, Srivastava S, Taylor C, Thankavel P, van der Velde M, Minich L. Relationship of Echocardiographic Z Scores Adjusted for Body Surface Area to Age, Sex, Race, and Ethnicity: The Pediatric Heart Network Normal Echocardiogram Database. Circ Cardiovasc Imaging 2017; 10:e006979. [PMID: 29138232 PMCID: PMC5812349 DOI: 10.1161/circimaging.117.006979] [Citation(s) in RCA: 205] [Impact Index Per Article: 25.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2017] [Accepted: 10/19/2017] [Indexed: 01/19/2023]
Abstract
BACKGROUND Published nomograms of pediatric echocardiographic measurements are limited by insufficient sample size to assess the effects of age, sex, race, and ethnicity. Variable methodologies have resulted in a wide range of Z scores for a single measurement. This multicenter study sought to determine Z scores for common measurements adjusted for body surface area (BSA) and stratified by age, sex, race, and ethnicity. METHODS AND RESULTS Data collected from healthy nonobese children ≤18 years of age at 19 centers with a normal echocardiogram included age, sex, race, ethnicity, height, weight, echocardiographic images, and measurements performed at the Core Laboratory. Z score models involved indexed parameters (X/BSAα) that were normally distributed without residual dependence on BSA. The models were tested for the effects of age, sex, race, and ethnicity. Raw measurements from models with and without these effects were compared, and <5% difference was considered clinically insignificant because interobserver variability for echocardiographic measurements are reported as ≥5% difference. Of the 3566 subjects, 90% had measurable images. Appropriate BSA transformations (BSAα) were selected for each measurement. Multivariable regression revealed statistically significant effects by age, sex, race, and ethnicity for all outcomes, but all effects were clinically insignificant based on comparisons of models with and without the effects, resulting in Z scores independent of age, sex, race, and ethnicity for each measurement. CONCLUSIONS Echocardiographic Z scores based on BSA were derived from a large, diverse, and healthy North American population. Age, sex, race, and ethnicity have small effects on the Z scores that are statistically significant but not clinically important.
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Affiliation(s)
- Leo Lopez
- From the Nicklaus Children's Hospital, Miami, FL (L.L.); Boston Children's Hospital, MA (S.C., A.P.); National Heart, Lung, and Blood Institute, Bethesda, MD (M.S., G.P.); New England Research Institutes, Watertown, MA (S.G., F.T.); Children's Hospital of Wisconsin, Milwaukee (P.F., M.F.); Ann & Robert Lurie Children's Hospital, Chicago, IL (J. Camarda); Cincinnati Children's Hospital Medical Center, OH (J. Cnota); Children's Hospital of Philadelphia, PA (M.C.); Hospital for Sick Children, Toronto, ON, Canada (A.D.); Texas Children's Hospital, Houston (O.G., R.P.); Riley Hospital for Children at Indiana University Health, Indianapolis (T.J.); Children's Hospital of Orange County, CA (W.L.); Children's Hospital at Montefiore, Bronx, NY (J.M.); Children's Healthcare of Atlanta, GA (R.S.); Seattle Children's Hospital, WA (B.S.); Vanderbilt University Medical Center, Nashville, TN (J.S.); Children's National Health System, Washington, DC (C.S.); Mount Sinai Medical Center, New York, NY (S.S.); Medical University of South Carolina, Charleston (C.T.); Children's Health Dallas, TX (P.T.); CS Mott Children's Hospital, Ann Arbor, MI (M.v.d.V.); and University of Utah, Salt Lake City (L.M.).
| | - Steven Colan
- From the Nicklaus Children's Hospital, Miami, FL (L.L.); Boston Children's Hospital, MA (S.C., A.P.); National Heart, Lung, and Blood Institute, Bethesda, MD (M.S., G.P.); New England Research Institutes, Watertown, MA (S.G., F.T.); Children's Hospital of Wisconsin, Milwaukee (P.F., M.F.); Ann & Robert Lurie Children's Hospital, Chicago, IL (J. Camarda); Cincinnati Children's Hospital Medical Center, OH (J. Cnota); Children's Hospital of Philadelphia, PA (M.C.); Hospital for Sick Children, Toronto, ON, Canada (A.D.); Texas Children's Hospital, Houston (O.G., R.P.); Riley Hospital for Children at Indiana University Health, Indianapolis (T.J.); Children's Hospital of Orange County, CA (W.L.); Children's Hospital at Montefiore, Bronx, NY (J.M.); Children's Healthcare of Atlanta, GA (R.S.); Seattle Children's Hospital, WA (B.S.); Vanderbilt University Medical Center, Nashville, TN (J.S.); Children's National Health System, Washington, DC (C.S.); Mount Sinai Medical Center, New York, NY (S.S.); Medical University of South Carolina, Charleston (C.T.); Children's Health Dallas, TX (P.T.); CS Mott Children's Hospital, Ann Arbor, MI (M.v.d.V.); and University of Utah, Salt Lake City (L.M.)
| | - Mario Stylianou
- From the Nicklaus Children's Hospital, Miami, FL (L.L.); Boston Children's Hospital, MA (S.C., A.P.); National Heart, Lung, and Blood Institute, Bethesda, MD (M.S., G.P.); New England Research Institutes, Watertown, MA (S.G., F.T.); Children's Hospital of Wisconsin, Milwaukee (P.F., M.F.); Ann & Robert Lurie Children's Hospital, Chicago, IL (J. Camarda); Cincinnati Children's Hospital Medical Center, OH (J. Cnota); Children's Hospital of Philadelphia, PA (M.C.); Hospital for Sick Children, Toronto, ON, Canada (A.D.); Texas Children's Hospital, Houston (O.G., R.P.); Riley Hospital for Children at Indiana University Health, Indianapolis (T.J.); Children's Hospital of Orange County, CA (W.L.); Children's Hospital at Montefiore, Bronx, NY (J.M.); Children's Healthcare of Atlanta, GA (R.S.); Seattle Children's Hospital, WA (B.S.); Vanderbilt University Medical Center, Nashville, TN (J.S.); Children's National Health System, Washington, DC (C.S.); Mount Sinai Medical Center, New York, NY (S.S.); Medical University of South Carolina, Charleston (C.T.); Children's Health Dallas, TX (P.T.); CS Mott Children's Hospital, Ann Arbor, MI (M.v.d.V.); and University of Utah, Salt Lake City (L.M.)
| | - Suzanne Granger
- From the Nicklaus Children's Hospital, Miami, FL (L.L.); Boston Children's Hospital, MA (S.C., A.P.); National Heart, Lung, and Blood Institute, Bethesda, MD (M.S., G.P.); New England Research Institutes, Watertown, MA (S.G., F.T.); Children's Hospital of Wisconsin, Milwaukee (P.F., M.F.); Ann & Robert Lurie Children's Hospital, Chicago, IL (J. Camarda); Cincinnati Children's Hospital Medical Center, OH (J. Cnota); Children's Hospital of Philadelphia, PA (M.C.); Hospital for Sick Children, Toronto, ON, Canada (A.D.); Texas Children's Hospital, Houston (O.G., R.P.); Riley Hospital for Children at Indiana University Health, Indianapolis (T.J.); Children's Hospital of Orange County, CA (W.L.); Children's Hospital at Montefiore, Bronx, NY (J.M.); Children's Healthcare of Atlanta, GA (R.S.); Seattle Children's Hospital, WA (B.S.); Vanderbilt University Medical Center, Nashville, TN (J.S.); Children's National Health System, Washington, DC (C.S.); Mount Sinai Medical Center, New York, NY (S.S.); Medical University of South Carolina, Charleston (C.T.); Children's Health Dallas, TX (P.T.); CS Mott Children's Hospital, Ann Arbor, MI (M.v.d.V.); and University of Utah, Salt Lake City (L.M.)
| | - Felicia Trachtenberg
- From the Nicklaus Children's Hospital, Miami, FL (L.L.); Boston Children's Hospital, MA (S.C., A.P.); National Heart, Lung, and Blood Institute, Bethesda, MD (M.S., G.P.); New England Research Institutes, Watertown, MA (S.G., F.T.); Children's Hospital of Wisconsin, Milwaukee (P.F., M.F.); Ann & Robert Lurie Children's Hospital, Chicago, IL (J. Camarda); Cincinnati Children's Hospital Medical Center, OH (J. Cnota); Children's Hospital of Philadelphia, PA (M.C.); Hospital for Sick Children, Toronto, ON, Canada (A.D.); Texas Children's Hospital, Houston (O.G., R.P.); Riley Hospital for Children at Indiana University Health, Indianapolis (T.J.); Children's Hospital of Orange County, CA (W.L.); Children's Hospital at Montefiore, Bronx, NY (J.M.); Children's Healthcare of Atlanta, GA (R.S.); Seattle Children's Hospital, WA (B.S.); Vanderbilt University Medical Center, Nashville, TN (J.S.); Children's National Health System, Washington, DC (C.S.); Mount Sinai Medical Center, New York, NY (S.S.); Medical University of South Carolina, Charleston (C.T.); Children's Health Dallas, TX (P.T.); CS Mott Children's Hospital, Ann Arbor, MI (M.v.d.V.); and University of Utah, Salt Lake City (L.M.)
| | - Peter Frommelt
- From the Nicklaus Children's Hospital, Miami, FL (L.L.); Boston Children's Hospital, MA (S.C., A.P.); National Heart, Lung, and Blood Institute, Bethesda, MD (M.S., G.P.); New England Research Institutes, Watertown, MA (S.G., F.T.); Children's Hospital of Wisconsin, Milwaukee (P.F., M.F.); Ann & Robert Lurie Children's Hospital, Chicago, IL (J. Camarda); Cincinnati Children's Hospital Medical Center, OH (J. Cnota); Children's Hospital of Philadelphia, PA (M.C.); Hospital for Sick Children, Toronto, ON, Canada (A.D.); Texas Children's Hospital, Houston (O.G., R.P.); Riley Hospital for Children at Indiana University Health, Indianapolis (T.J.); Children's Hospital of Orange County, CA (W.L.); Children's Hospital at Montefiore, Bronx, NY (J.M.); Children's Healthcare of Atlanta, GA (R.S.); Seattle Children's Hospital, WA (B.S.); Vanderbilt University Medical Center, Nashville, TN (J.S.); Children's National Health System, Washington, DC (C.S.); Mount Sinai Medical Center, New York, NY (S.S.); Medical University of South Carolina, Charleston (C.T.); Children's Health Dallas, TX (P.T.); CS Mott Children's Hospital, Ann Arbor, MI (M.v.d.V.); and University of Utah, Salt Lake City (L.M.)
| | - Gail Pearson
- From the Nicklaus Children's Hospital, Miami, FL (L.L.); Boston Children's Hospital, MA (S.C., A.P.); National Heart, Lung, and Blood Institute, Bethesda, MD (M.S., G.P.); New England Research Institutes, Watertown, MA (S.G., F.T.); Children's Hospital of Wisconsin, Milwaukee (P.F., M.F.); Ann & Robert Lurie Children's Hospital, Chicago, IL (J. Camarda); Cincinnati Children's Hospital Medical Center, OH (J. Cnota); Children's Hospital of Philadelphia, PA (M.C.); Hospital for Sick Children, Toronto, ON, Canada (A.D.); Texas Children's Hospital, Houston (O.G., R.P.); Riley Hospital for Children at Indiana University Health, Indianapolis (T.J.); Children's Hospital of Orange County, CA (W.L.); Children's Hospital at Montefiore, Bronx, NY (J.M.); Children's Healthcare of Atlanta, GA (R.S.); Seattle Children's Hospital, WA (B.S.); Vanderbilt University Medical Center, Nashville, TN (J.S.); Children's National Health System, Washington, DC (C.S.); Mount Sinai Medical Center, New York, NY (S.S.); Medical University of South Carolina, Charleston (C.T.); Children's Health Dallas, TX (P.T.); CS Mott Children's Hospital, Ann Arbor, MI (M.v.d.V.); and University of Utah, Salt Lake City (L.M.)
| | - Joseph Camarda
- From the Nicklaus Children's Hospital, Miami, FL (L.L.); Boston Children's Hospital, MA (S.C., A.P.); National Heart, Lung, and Blood Institute, Bethesda, MD (M.S., G.P.); New England Research Institutes, Watertown, MA (S.G., F.T.); Children's Hospital of Wisconsin, Milwaukee (P.F., M.F.); Ann & Robert Lurie Children's Hospital, Chicago, IL (J. Camarda); Cincinnati Children's Hospital Medical Center, OH (J. Cnota); Children's Hospital of Philadelphia, PA (M.C.); Hospital for Sick Children, Toronto, ON, Canada (A.D.); Texas Children's Hospital, Houston (O.G., R.P.); Riley Hospital for Children at Indiana University Health, Indianapolis (T.J.); Children's Hospital of Orange County, CA (W.L.); Children's Hospital at Montefiore, Bronx, NY (J.M.); Children's Healthcare of Atlanta, GA (R.S.); Seattle Children's Hospital, WA (B.S.); Vanderbilt University Medical Center, Nashville, TN (J.S.); Children's National Health System, Washington, DC (C.S.); Mount Sinai Medical Center, New York, NY (S.S.); Medical University of South Carolina, Charleston (C.T.); Children's Health Dallas, TX (P.T.); CS Mott Children's Hospital, Ann Arbor, MI (M.v.d.V.); and University of Utah, Salt Lake City (L.M.)
| | - James Cnota
- From the Nicklaus Children's Hospital, Miami, FL (L.L.); Boston Children's Hospital, MA (S.C., A.P.); National Heart, Lung, and Blood Institute, Bethesda, MD (M.S., G.P.); New England Research Institutes, Watertown, MA (S.G., F.T.); Children's Hospital of Wisconsin, Milwaukee (P.F., M.F.); Ann & Robert Lurie Children's Hospital, Chicago, IL (J. Camarda); Cincinnati Children's Hospital Medical Center, OH (J. Cnota); Children's Hospital of Philadelphia, PA (M.C.); Hospital for Sick Children, Toronto, ON, Canada (A.D.); Texas Children's Hospital, Houston (O.G., R.P.); Riley Hospital for Children at Indiana University Health, Indianapolis (T.J.); Children's Hospital of Orange County, CA (W.L.); Children's Hospital at Montefiore, Bronx, NY (J.M.); Children's Healthcare of Atlanta, GA (R.S.); Seattle Children's Hospital, WA (B.S.); Vanderbilt University Medical Center, Nashville, TN (J.S.); Children's National Health System, Washington, DC (C.S.); Mount Sinai Medical Center, New York, NY (S.S.); Medical University of South Carolina, Charleston (C.T.); Children's Health Dallas, TX (P.T.); CS Mott Children's Hospital, Ann Arbor, MI (M.v.d.V.); and University of Utah, Salt Lake City (L.M.)
| | - Meryl Cohen
- From the Nicklaus Children's Hospital, Miami, FL (L.L.); Boston Children's Hospital, MA (S.C., A.P.); National Heart, Lung, and Blood Institute, Bethesda, MD (M.S., G.P.); New England Research Institutes, Watertown, MA (S.G., F.T.); Children's Hospital of Wisconsin, Milwaukee (P.F., M.F.); Ann & Robert Lurie Children's Hospital, Chicago, IL (J. Camarda); Cincinnati Children's Hospital Medical Center, OH (J. Cnota); Children's Hospital of Philadelphia, PA (M.C.); Hospital for Sick Children, Toronto, ON, Canada (A.D.); Texas Children's Hospital, Houston (O.G., R.P.); Riley Hospital for Children at Indiana University Health, Indianapolis (T.J.); Children's Hospital of Orange County, CA (W.L.); Children's Hospital at Montefiore, Bronx, NY (J.M.); Children's Healthcare of Atlanta, GA (R.S.); Seattle Children's Hospital, WA (B.S.); Vanderbilt University Medical Center, Nashville, TN (J.S.); Children's National Health System, Washington, DC (C.S.); Mount Sinai Medical Center, New York, NY (S.S.); Medical University of South Carolina, Charleston (C.T.); Children's Health Dallas, TX (P.T.); CS Mott Children's Hospital, Ann Arbor, MI (M.v.d.V.); and University of Utah, Salt Lake City (L.M.)
| | - Andreea Dragulescu
- From the Nicklaus Children's Hospital, Miami, FL (L.L.); Boston Children's Hospital, MA (S.C., A.P.); National Heart, Lung, and Blood Institute, Bethesda, MD (M.S., G.P.); New England Research Institutes, Watertown, MA (S.G., F.T.); Children's Hospital of Wisconsin, Milwaukee (P.F., M.F.); Ann & Robert Lurie Children's Hospital, Chicago, IL (J. Camarda); Cincinnati Children's Hospital Medical Center, OH (J. Cnota); Children's Hospital of Philadelphia, PA (M.C.); Hospital for Sick Children, Toronto, ON, Canada (A.D.); Texas Children's Hospital, Houston (O.G., R.P.); Riley Hospital for Children at Indiana University Health, Indianapolis (T.J.); Children's Hospital of Orange County, CA (W.L.); Children's Hospital at Montefiore, Bronx, NY (J.M.); Children's Healthcare of Atlanta, GA (R.S.); Seattle Children's Hospital, WA (B.S.); Vanderbilt University Medical Center, Nashville, TN (J.S.); Children's National Health System, Washington, DC (C.S.); Mount Sinai Medical Center, New York, NY (S.S.); Medical University of South Carolina, Charleston (C.T.); Children's Health Dallas, TX (P.T.); CS Mott Children's Hospital, Ann Arbor, MI (M.v.d.V.); and University of Utah, Salt Lake City (L.M.)
| | - Michele Frommelt
- From the Nicklaus Children's Hospital, Miami, FL (L.L.); Boston Children's Hospital, MA (S.C., A.P.); National Heart, Lung, and Blood Institute, Bethesda, MD (M.S., G.P.); New England Research Institutes, Watertown, MA (S.G., F.T.); Children's Hospital of Wisconsin, Milwaukee (P.F., M.F.); Ann & Robert Lurie Children's Hospital, Chicago, IL (J. Camarda); Cincinnati Children's Hospital Medical Center, OH (J. Cnota); Children's Hospital of Philadelphia, PA (M.C.); Hospital for Sick Children, Toronto, ON, Canada (A.D.); Texas Children's Hospital, Houston (O.G., R.P.); Riley Hospital for Children at Indiana University Health, Indianapolis (T.J.); Children's Hospital of Orange County, CA (W.L.); Children's Hospital at Montefiore, Bronx, NY (J.M.); Children's Healthcare of Atlanta, GA (R.S.); Seattle Children's Hospital, WA (B.S.); Vanderbilt University Medical Center, Nashville, TN (J.S.); Children's National Health System, Washington, DC (C.S.); Mount Sinai Medical Center, New York, NY (S.S.); Medical University of South Carolina, Charleston (C.T.); Children's Health Dallas, TX (P.T.); CS Mott Children's Hospital, Ann Arbor, MI (M.v.d.V.); and University of Utah, Salt Lake City (L.M.)
| | - Olukayode Garuba
- From the Nicklaus Children's Hospital, Miami, FL (L.L.); Boston Children's Hospital, MA (S.C., A.P.); National Heart, Lung, and Blood Institute, Bethesda, MD (M.S., G.P.); New England Research Institutes, Watertown, MA (S.G., F.T.); Children's Hospital of Wisconsin, Milwaukee (P.F., M.F.); Ann & Robert Lurie Children's Hospital, Chicago, IL (J. Camarda); Cincinnati Children's Hospital Medical Center, OH (J. Cnota); Children's Hospital of Philadelphia, PA (M.C.); Hospital for Sick Children, Toronto, ON, Canada (A.D.); Texas Children's Hospital, Houston (O.G., R.P.); Riley Hospital for Children at Indiana University Health, Indianapolis (T.J.); Children's Hospital of Orange County, CA (W.L.); Children's Hospital at Montefiore, Bronx, NY (J.M.); Children's Healthcare of Atlanta, GA (R.S.); Seattle Children's Hospital, WA (B.S.); Vanderbilt University Medical Center, Nashville, TN (J.S.); Children's National Health System, Washington, DC (C.S.); Mount Sinai Medical Center, New York, NY (S.S.); Medical University of South Carolina, Charleston (C.T.); Children's Health Dallas, TX (P.T.); CS Mott Children's Hospital, Ann Arbor, MI (M.v.d.V.); and University of Utah, Salt Lake City (L.M.)
| | - Tiffanie Johnson
- From the Nicklaus Children's Hospital, Miami, FL (L.L.); Boston Children's Hospital, MA (S.C., A.P.); National Heart, Lung, and Blood Institute, Bethesda, MD (M.S., G.P.); New England Research Institutes, Watertown, MA (S.G., F.T.); Children's Hospital of Wisconsin, Milwaukee (P.F., M.F.); Ann & Robert Lurie Children's Hospital, Chicago, IL (J. Camarda); Cincinnati Children's Hospital Medical Center, OH (J. Cnota); Children's Hospital of Philadelphia, PA (M.C.); Hospital for Sick Children, Toronto, ON, Canada (A.D.); Texas Children's Hospital, Houston (O.G., R.P.); Riley Hospital for Children at Indiana University Health, Indianapolis (T.J.); Children's Hospital of Orange County, CA (W.L.); Children's Hospital at Montefiore, Bronx, NY (J.M.); Children's Healthcare of Atlanta, GA (R.S.); Seattle Children's Hospital, WA (B.S.); Vanderbilt University Medical Center, Nashville, TN (J.S.); Children's National Health System, Washington, DC (C.S.); Mount Sinai Medical Center, New York, NY (S.S.); Medical University of South Carolina, Charleston (C.T.); Children's Health Dallas, TX (P.T.); CS Mott Children's Hospital, Ann Arbor, MI (M.v.d.V.); and University of Utah, Salt Lake City (L.M.)
| | - Wyman Lai
- From the Nicklaus Children's Hospital, Miami, FL (L.L.); Boston Children's Hospital, MA (S.C., A.P.); National Heart, Lung, and Blood Institute, Bethesda, MD (M.S., G.P.); New England Research Institutes, Watertown, MA (S.G., F.T.); Children's Hospital of Wisconsin, Milwaukee (P.F., M.F.); Ann & Robert Lurie Children's Hospital, Chicago, IL (J. Camarda); Cincinnati Children's Hospital Medical Center, OH (J. Cnota); Children's Hospital of Philadelphia, PA (M.C.); Hospital for Sick Children, Toronto, ON, Canada (A.D.); Texas Children's Hospital, Houston (O.G., R.P.); Riley Hospital for Children at Indiana University Health, Indianapolis (T.J.); Children's Hospital of Orange County, CA (W.L.); Children's Hospital at Montefiore, Bronx, NY (J.M.); Children's Healthcare of Atlanta, GA (R.S.); Seattle Children's Hospital, WA (B.S.); Vanderbilt University Medical Center, Nashville, TN (J.S.); Children's National Health System, Washington, DC (C.S.); Mount Sinai Medical Center, New York, NY (S.S.); Medical University of South Carolina, Charleston (C.T.); Children's Health Dallas, TX (P.T.); CS Mott Children's Hospital, Ann Arbor, MI (M.v.d.V.); and University of Utah, Salt Lake City (L.M.)
| | - Joseph Mahgerefteh
- From the Nicklaus Children's Hospital, Miami, FL (L.L.); Boston Children's Hospital, MA (S.C., A.P.); National Heart, Lung, and Blood Institute, Bethesda, MD (M.S., G.P.); New England Research Institutes, Watertown, MA (S.G., F.T.); Children's Hospital of Wisconsin, Milwaukee (P.F., M.F.); Ann & Robert Lurie Children's Hospital, Chicago, IL (J. Camarda); Cincinnati Children's Hospital Medical Center, OH (J. Cnota); Children's Hospital of Philadelphia, PA (M.C.); Hospital for Sick Children, Toronto, ON, Canada (A.D.); Texas Children's Hospital, Houston (O.G., R.P.); Riley Hospital for Children at Indiana University Health, Indianapolis (T.J.); Children's Hospital of Orange County, CA (W.L.); Children's Hospital at Montefiore, Bronx, NY (J.M.); Children's Healthcare of Atlanta, GA (R.S.); Seattle Children's Hospital, WA (B.S.); Vanderbilt University Medical Center, Nashville, TN (J.S.); Children's National Health System, Washington, DC (C.S.); Mount Sinai Medical Center, New York, NY (S.S.); Medical University of South Carolina, Charleston (C.T.); Children's Health Dallas, TX (P.T.); CS Mott Children's Hospital, Ann Arbor, MI (M.v.d.V.); and University of Utah, Salt Lake City (L.M.)
| | - Ricardo Pignatelli
- From the Nicklaus Children's Hospital, Miami, FL (L.L.); Boston Children's Hospital, MA (S.C., A.P.); National Heart, Lung, and Blood Institute, Bethesda, MD (M.S., G.P.); New England Research Institutes, Watertown, MA (S.G., F.T.); Children's Hospital of Wisconsin, Milwaukee (P.F., M.F.); Ann & Robert Lurie Children's Hospital, Chicago, IL (J. Camarda); Cincinnati Children's Hospital Medical Center, OH (J. Cnota); Children's Hospital of Philadelphia, PA (M.C.); Hospital for Sick Children, Toronto, ON, Canada (A.D.); Texas Children's Hospital, Houston (O.G., R.P.); Riley Hospital for Children at Indiana University Health, Indianapolis (T.J.); Children's Hospital of Orange County, CA (W.L.); Children's Hospital at Montefiore, Bronx, NY (J.M.); Children's Healthcare of Atlanta, GA (R.S.); Seattle Children's Hospital, WA (B.S.); Vanderbilt University Medical Center, Nashville, TN (J.S.); Children's National Health System, Washington, DC (C.S.); Mount Sinai Medical Center, New York, NY (S.S.); Medical University of South Carolina, Charleston (C.T.); Children's Health Dallas, TX (P.T.); CS Mott Children's Hospital, Ann Arbor, MI (M.v.d.V.); and University of Utah, Salt Lake City (L.M.)
| | - Ashwin Prakash
- From the Nicklaus Children's Hospital, Miami, FL (L.L.); Boston Children's Hospital, MA (S.C., A.P.); National Heart, Lung, and Blood Institute, Bethesda, MD (M.S., G.P.); New England Research Institutes, Watertown, MA (S.G., F.T.); Children's Hospital of Wisconsin, Milwaukee (P.F., M.F.); Ann & Robert Lurie Children's Hospital, Chicago, IL (J. Camarda); Cincinnati Children's Hospital Medical Center, OH (J. Cnota); Children's Hospital of Philadelphia, PA (M.C.); Hospital for Sick Children, Toronto, ON, Canada (A.D.); Texas Children's Hospital, Houston (O.G., R.P.); Riley Hospital for Children at Indiana University Health, Indianapolis (T.J.); Children's Hospital of Orange County, CA (W.L.); Children's Hospital at Montefiore, Bronx, NY (J.M.); Children's Healthcare of Atlanta, GA (R.S.); Seattle Children's Hospital, WA (B.S.); Vanderbilt University Medical Center, Nashville, TN (J.S.); Children's National Health System, Washington, DC (C.S.); Mount Sinai Medical Center, New York, NY (S.S.); Medical University of South Carolina, Charleston (C.T.); Children's Health Dallas, TX (P.T.); CS Mott Children's Hospital, Ann Arbor, MI (M.v.d.V.); and University of Utah, Salt Lake City (L.M.)
| | - Ritu Sachdeva
- From the Nicklaus Children's Hospital, Miami, FL (L.L.); Boston Children's Hospital, MA (S.C., A.P.); National Heart, Lung, and Blood Institute, Bethesda, MD (M.S., G.P.); New England Research Institutes, Watertown, MA (S.G., F.T.); Children's Hospital of Wisconsin, Milwaukee (P.F., M.F.); Ann & Robert Lurie Children's Hospital, Chicago, IL (J. Camarda); Cincinnati Children's Hospital Medical Center, OH (J. Cnota); Children's Hospital of Philadelphia, PA (M.C.); Hospital for Sick Children, Toronto, ON, Canada (A.D.); Texas Children's Hospital, Houston (O.G., R.P.); Riley Hospital for Children at Indiana University Health, Indianapolis (T.J.); Children's Hospital of Orange County, CA (W.L.); Children's Hospital at Montefiore, Bronx, NY (J.M.); Children's Healthcare of Atlanta, GA (R.S.); Seattle Children's Hospital, WA (B.S.); Vanderbilt University Medical Center, Nashville, TN (J.S.); Children's National Health System, Washington, DC (C.S.); Mount Sinai Medical Center, New York, NY (S.S.); Medical University of South Carolina, Charleston (C.T.); Children's Health Dallas, TX (P.T.); CS Mott Children's Hospital, Ann Arbor, MI (M.v.d.V.); and University of Utah, Salt Lake City (L.M.)
| | - Brian Soriano
- From the Nicklaus Children's Hospital, Miami, FL (L.L.); Boston Children's Hospital, MA (S.C., A.P.); National Heart, Lung, and Blood Institute, Bethesda, MD (M.S., G.P.); New England Research Institutes, Watertown, MA (S.G., F.T.); Children's Hospital of Wisconsin, Milwaukee (P.F., M.F.); Ann & Robert Lurie Children's Hospital, Chicago, IL (J. Camarda); Cincinnati Children's Hospital Medical Center, OH (J. Cnota); Children's Hospital of Philadelphia, PA (M.C.); Hospital for Sick Children, Toronto, ON, Canada (A.D.); Texas Children's Hospital, Houston (O.G., R.P.); Riley Hospital for Children at Indiana University Health, Indianapolis (T.J.); Children's Hospital of Orange County, CA (W.L.); Children's Hospital at Montefiore, Bronx, NY (J.M.); Children's Healthcare of Atlanta, GA (R.S.); Seattle Children's Hospital, WA (B.S.); Vanderbilt University Medical Center, Nashville, TN (J.S.); Children's National Health System, Washington, DC (C.S.); Mount Sinai Medical Center, New York, NY (S.S.); Medical University of South Carolina, Charleston (C.T.); Children's Health Dallas, TX (P.T.); CS Mott Children's Hospital, Ann Arbor, MI (M.v.d.V.); and University of Utah, Salt Lake City (L.M.)
| | - Jonathan Soslow
- From the Nicklaus Children's Hospital, Miami, FL (L.L.); Boston Children's Hospital, MA (S.C., A.P.); National Heart, Lung, and Blood Institute, Bethesda, MD (M.S., G.P.); New England Research Institutes, Watertown, MA (S.G., F.T.); Children's Hospital of Wisconsin, Milwaukee (P.F., M.F.); Ann & Robert Lurie Children's Hospital, Chicago, IL (J. Camarda); Cincinnati Children's Hospital Medical Center, OH (J. Cnota); Children's Hospital of Philadelphia, PA (M.C.); Hospital for Sick Children, Toronto, ON, Canada (A.D.); Texas Children's Hospital, Houston (O.G., R.P.); Riley Hospital for Children at Indiana University Health, Indianapolis (T.J.); Children's Hospital of Orange County, CA (W.L.); Children's Hospital at Montefiore, Bronx, NY (J.M.); Children's Healthcare of Atlanta, GA (R.S.); Seattle Children's Hospital, WA (B.S.); Vanderbilt University Medical Center, Nashville, TN (J.S.); Children's National Health System, Washington, DC (C.S.); Mount Sinai Medical Center, New York, NY (S.S.); Medical University of South Carolina, Charleston (C.T.); Children's Health Dallas, TX (P.T.); CS Mott Children's Hospital, Ann Arbor, MI (M.v.d.V.); and University of Utah, Salt Lake City (L.M.)
| | - Christopher Spurney
- From the Nicklaus Children's Hospital, Miami, FL (L.L.); Boston Children's Hospital, MA (S.C., A.P.); National Heart, Lung, and Blood Institute, Bethesda, MD (M.S., G.P.); New England Research Institutes, Watertown, MA (S.G., F.T.); Children's Hospital of Wisconsin, Milwaukee (P.F., M.F.); Ann & Robert Lurie Children's Hospital, Chicago, IL (J. Camarda); Cincinnati Children's Hospital Medical Center, OH (J. Cnota); Children's Hospital of Philadelphia, PA (M.C.); Hospital for Sick Children, Toronto, ON, Canada (A.D.); Texas Children's Hospital, Houston (O.G., R.P.); Riley Hospital for Children at Indiana University Health, Indianapolis (T.J.); Children's Hospital of Orange County, CA (W.L.); Children's Hospital at Montefiore, Bronx, NY (J.M.); Children's Healthcare of Atlanta, GA (R.S.); Seattle Children's Hospital, WA (B.S.); Vanderbilt University Medical Center, Nashville, TN (J.S.); Children's National Health System, Washington, DC (C.S.); Mount Sinai Medical Center, New York, NY (S.S.); Medical University of South Carolina, Charleston (C.T.); Children's Health Dallas, TX (P.T.); CS Mott Children's Hospital, Ann Arbor, MI (M.v.d.V.); and University of Utah, Salt Lake City (L.M.)
| | - Shubhika Srivastava
- From the Nicklaus Children's Hospital, Miami, FL (L.L.); Boston Children's Hospital, MA (S.C., A.P.); National Heart, Lung, and Blood Institute, Bethesda, MD (M.S., G.P.); New England Research Institutes, Watertown, MA (S.G., F.T.); Children's Hospital of Wisconsin, Milwaukee (P.F., M.F.); Ann & Robert Lurie Children's Hospital, Chicago, IL (J. Camarda); Cincinnati Children's Hospital Medical Center, OH (J. Cnota); Children's Hospital of Philadelphia, PA (M.C.); Hospital for Sick Children, Toronto, ON, Canada (A.D.); Texas Children's Hospital, Houston (O.G., R.P.); Riley Hospital for Children at Indiana University Health, Indianapolis (T.J.); Children's Hospital of Orange County, CA (W.L.); Children's Hospital at Montefiore, Bronx, NY (J.M.); Children's Healthcare of Atlanta, GA (R.S.); Seattle Children's Hospital, WA (B.S.); Vanderbilt University Medical Center, Nashville, TN (J.S.); Children's National Health System, Washington, DC (C.S.); Mount Sinai Medical Center, New York, NY (S.S.); Medical University of South Carolina, Charleston (C.T.); Children's Health Dallas, TX (P.T.); CS Mott Children's Hospital, Ann Arbor, MI (M.v.d.V.); and University of Utah, Salt Lake City (L.M.)
| | - Carolyn Taylor
- From the Nicklaus Children's Hospital, Miami, FL (L.L.); Boston Children's Hospital, MA (S.C., A.P.); National Heart, Lung, and Blood Institute, Bethesda, MD (M.S., G.P.); New England Research Institutes, Watertown, MA (S.G., F.T.); Children's Hospital of Wisconsin, Milwaukee (P.F., M.F.); Ann & Robert Lurie Children's Hospital, Chicago, IL (J. Camarda); Cincinnati Children's Hospital Medical Center, OH (J. Cnota); Children's Hospital of Philadelphia, PA (M.C.); Hospital for Sick Children, Toronto, ON, Canada (A.D.); Texas Children's Hospital, Houston (O.G., R.P.); Riley Hospital for Children at Indiana University Health, Indianapolis (T.J.); Children's Hospital of Orange County, CA (W.L.); Children's Hospital at Montefiore, Bronx, NY (J.M.); Children's Healthcare of Atlanta, GA (R.S.); Seattle Children's Hospital, WA (B.S.); Vanderbilt University Medical Center, Nashville, TN (J.S.); Children's National Health System, Washington, DC (C.S.); Mount Sinai Medical Center, New York, NY (S.S.); Medical University of South Carolina, Charleston (C.T.); Children's Health Dallas, TX (P.T.); CS Mott Children's Hospital, Ann Arbor, MI (M.v.d.V.); and University of Utah, Salt Lake City (L.M.)
| | - Poonam Thankavel
- From the Nicklaus Children's Hospital, Miami, FL (L.L.); Boston Children's Hospital, MA (S.C., A.P.); National Heart, Lung, and Blood Institute, Bethesda, MD (M.S., G.P.); New England Research Institutes, Watertown, MA (S.G., F.T.); Children's Hospital of Wisconsin, Milwaukee (P.F., M.F.); Ann & Robert Lurie Children's Hospital, Chicago, IL (J. Camarda); Cincinnati Children's Hospital Medical Center, OH (J. Cnota); Children's Hospital of Philadelphia, PA (M.C.); Hospital for Sick Children, Toronto, ON, Canada (A.D.); Texas Children's Hospital, Houston (O.G., R.P.); Riley Hospital for Children at Indiana University Health, Indianapolis (T.J.); Children's Hospital of Orange County, CA (W.L.); Children's Hospital at Montefiore, Bronx, NY (J.M.); Children's Healthcare of Atlanta, GA (R.S.); Seattle Children's Hospital, WA (B.S.); Vanderbilt University Medical Center, Nashville, TN (J.S.); Children's National Health System, Washington, DC (C.S.); Mount Sinai Medical Center, New York, NY (S.S.); Medical University of South Carolina, Charleston (C.T.); Children's Health Dallas, TX (P.T.); CS Mott Children's Hospital, Ann Arbor, MI (M.v.d.V.); and University of Utah, Salt Lake City (L.M.)
| | - Mary van der Velde
- From the Nicklaus Children's Hospital, Miami, FL (L.L.); Boston Children's Hospital, MA (S.C., A.P.); National Heart, Lung, and Blood Institute, Bethesda, MD (M.S., G.P.); New England Research Institutes, Watertown, MA (S.G., F.T.); Children's Hospital of Wisconsin, Milwaukee (P.F., M.F.); Ann & Robert Lurie Children's Hospital, Chicago, IL (J. Camarda); Cincinnati Children's Hospital Medical Center, OH (J. Cnota); Children's Hospital of Philadelphia, PA (M.C.); Hospital for Sick Children, Toronto, ON, Canada (A.D.); Texas Children's Hospital, Houston (O.G., R.P.); Riley Hospital for Children at Indiana University Health, Indianapolis (T.J.); Children's Hospital of Orange County, CA (W.L.); Children's Hospital at Montefiore, Bronx, NY (J.M.); Children's Healthcare of Atlanta, GA (R.S.); Seattle Children's Hospital, WA (B.S.); Vanderbilt University Medical Center, Nashville, TN (J.S.); Children's National Health System, Washington, DC (C.S.); Mount Sinai Medical Center, New York, NY (S.S.); Medical University of South Carolina, Charleston (C.T.); Children's Health Dallas, TX (P.T.); CS Mott Children's Hospital, Ann Arbor, MI (M.v.d.V.); and University of Utah, Salt Lake City (L.M.)
| | - LuAnn Minich
- From the Nicklaus Children's Hospital, Miami, FL (L.L.); Boston Children's Hospital, MA (S.C., A.P.); National Heart, Lung, and Blood Institute, Bethesda, MD (M.S., G.P.); New England Research Institutes, Watertown, MA (S.G., F.T.); Children's Hospital of Wisconsin, Milwaukee (P.F., M.F.); Ann & Robert Lurie Children's Hospital, Chicago, IL (J. Camarda); Cincinnati Children's Hospital Medical Center, OH (J. Cnota); Children's Hospital of Philadelphia, PA (M.C.); Hospital for Sick Children, Toronto, ON, Canada (A.D.); Texas Children's Hospital, Houston (O.G., R.P.); Riley Hospital for Children at Indiana University Health, Indianapolis (T.J.); Children's Hospital of Orange County, CA (W.L.); Children's Hospital at Montefiore, Bronx, NY (J.M.); Children's Healthcare of Atlanta, GA (R.S.); Seattle Children's Hospital, WA (B.S.); Vanderbilt University Medical Center, Nashville, TN (J.S.); Children's National Health System, Washington, DC (C.S.); Mount Sinai Medical Center, New York, NY (S.S.); Medical University of South Carolina, Charleston (C.T.); Children's Health Dallas, TX (P.T.); CS Mott Children's Hospital, Ann Arbor, MI (M.v.d.V.); and University of Utah, Salt Lake City (L.M.)
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