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Cluster analysis describes constellations of cardiac anomalies presenting in spinal anomaly patients.

Publication ,  Journal Article
Passias, PG; Poorman, GW; Vasquez-Montes, D; Wang, C; Jalai, C; Horn, SR; Steinmetz, LM; Bortz, CA; Segreto, FA; Moon, J; Zhou, PL; Diebo, BG; Vira, S
Published in: Acta Neurochir (Wien)
August 2018

BACKGROUND: Cardiac anomalies are prevalent in patients with bony spinal anomalies. Prior studies evaluating incidences of bony congenital anomalies of the spine are limited. The Kids' Inpatient Database (KID) yields national discharge estimates of rare pediatric conditions like congenital disorders. This study utilized cluster analysis to study patterns of concurrent vertebral anomalies, anal atresia, cardiac malformations, trachea-esophageal fistula, renal dysplasia, and limb anomalies (VACTERL anomalies) co-occurring in patients with spinal congenital anomalies. METHODS: Retrospective review of KID 2003-2012. KID-supplied hospital- and year-adjusted weights allowed for incidence assessment of bony spinal anomalies and cardiac, gastrointestinal, urinary anomalies of VACTERL. K-means clustering assessed relationships between most frequent anomalies within bony spinal anomaly discharges; k set to n - 1(n = first incidence of significant drop/little gain in sum of square errors within clusters). RESULTS: There were 12,039,432 KID patients 0-20 years. Incidence per 100,000 discharges: 2.5 congenital fusion of spine, 10.4 hemivertebra, 7.0 missing vertebra. The most common anomalies co-occurring with bony vertebral malformations were atrial septal defect (ASD 12.3%), large intestinal atresia (LIA 11.8%), and patent ductus arteriosus (PDA 10.4%). Top congenital cardiac anomalies in vertebral anomaly patients were ASD, PDA, and ventricular septal defect (VSD); all three anomalies co-occur at 6.6% rate in this vertebral anomaly population. Cluster analysis revealed that of bony anomaly discharges, 55.9% of those with PDA had ASD, 34.2% with VSD had PDA, 22.9% with LIA had ASD, 37.2% with ureter obstruction had LIA, and 35.5% with renal dysplasia had LIA. CONCLUSIONS: In vertebral anomaly patients, the most common co-occurring congenital anomalies were cardiac, renal, and gastrointestinal. Top congenital cardiac anomalies in vertebral anomaly patients were ASD, PDA, and VSD. VACTERL patients with vertebral anomalies commonly presented alongside cardiac and renal anomalies.

Duke Scholars

Published In

Acta Neurochir (Wien)

DOI

EISSN

0942-0940

Publication Date

August 2018

Volume

160

Issue

8

Start / End Page

1613 / 1619

Location

Austria

Related Subject Headings

  • Young Adult
  • Spine
  • Spinal Curvatures
  • Neurology & Neurosurgery
  • Male
  • Limb Deformities, Congenital
  • Infant
  • Humans
  • Heart Defects, Congenital
  • Female
 

Citation

APA
Chicago
ICMJE
MLA
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Passias, P. G., Poorman, G. W., Vasquez-Montes, D., Wang, C., Jalai, C., Horn, S. R., … Vira, S. (2018). Cluster analysis describes constellations of cardiac anomalies presenting in spinal anomaly patients. Acta Neurochir (Wien), 160(8), 1613–1619. https://doi.org/10.1007/s00701-018-3596-7
Passias, Peter G., Gregory W. Poorman, Dennis Vasquez-Montes, Charles Wang, Cyrus Jalai, Samantha R. Horn, Leah M. Steinmetz, et al. “Cluster analysis describes constellations of cardiac anomalies presenting in spinal anomaly patients.Acta Neurochir (Wien) 160, no. 8 (August 2018): 1613–19. https://doi.org/10.1007/s00701-018-3596-7.
Passias PG, Poorman GW, Vasquez-Montes D, Wang C, Jalai C, Horn SR, et al. Cluster analysis describes constellations of cardiac anomalies presenting in spinal anomaly patients. Acta Neurochir (Wien). 2018 Aug;160(8):1613–9.
Passias, Peter G., et al. “Cluster analysis describes constellations of cardiac anomalies presenting in spinal anomaly patients.Acta Neurochir (Wien), vol. 160, no. 8, Aug. 2018, pp. 1613–19. Pubmed, doi:10.1007/s00701-018-3596-7.
Passias PG, Poorman GW, Vasquez-Montes D, Wang C, Jalai C, Horn SR, Steinmetz LM, Bortz CA, Segreto FA, Moon J, Zhou PL, Diebo BG, Vira S. Cluster analysis describes constellations of cardiac anomalies presenting in spinal anomaly patients. Acta Neurochir (Wien). 2018 Aug;160(8):1613–1619.
Journal cover image

Published In

Acta Neurochir (Wien)

DOI

EISSN

0942-0940

Publication Date

August 2018

Volume

160

Issue

8

Start / End Page

1613 / 1619

Location

Austria

Related Subject Headings

  • Young Adult
  • Spine
  • Spinal Curvatures
  • Neurology & Neurosurgery
  • Male
  • Limb Deformities, Congenital
  • Infant
  • Humans
  • Heart Defects, Congenital
  • Female