Heart rate characteristics: Novel physiomarkers to predict neonatal infection and death

被引:156
作者
Griffin, MP
Lake, DE
Bissonette, EA
Harrell, FE
O'Shea, TM
Moorman, JR
机构
[1] Univ Virginia Hlth Syst, Dept Pediat, Charlottesville, VA USA
[2] Univ Virginia Hlth Syst, Dept Internal Med, Charlottesville, VA USA
[3] Univ Virginia Hlth Syst, Cardiovasc Res Ctr, Charlottesville, VA USA
[4] Vanderbilt Univ, Dept Biostat, Nashville, TN USA
[5] Wake Forest Univ, Sch Med, Dept Pediat, Winston Salem, NC 27109 USA
关键词
infant; mortality prediction; sepsis; urinary tract infections; physiomarker;
D O I
10.1542/peds.2004-2461
中图分类号
R72 [儿科学];
学科分类号
100202 ;
摘要
Objective. Monitoring of regulated physiologic processes using physiomarkers such as heart rate variability may be important in the early diagnosis of subacute, potentially catastrophic illness. Early in the course of neonatal sepsis, there are physiomarkers of reduced heart rate variability and transient decelerations similar to fetal distress. The goal of this study was to determine the degree of increased risk for sepsis, urinary tract infection (UTI), and death when these abnormal heart rate characteristics (HRC) were observed. Methods. We monitored 1022 infants at 2 tertiary care NICUs, 458 of whom were very low birth weight. We calculated an HRC index from validated regression models relating mathematical features of heart rate time series and histograms to episodes of illness. We calculated the risks for adverse events of sepsis, UTI, and death for infants stratified by HRC measurements. Results. Compared with infants with low-risk HRC measurements, infants with high-risk HRC measurements had 5- to 6-fold increased risk for an adverse event in the next day and 3-fold increased risk in the next week. Laboratory tests that were relevant to infection added information to HRC measurements. Infants with both high-risk HRC and abnormal laboratory tests had 6- to 7-fold increased risk for an adverse event in the next day compared with infants who had neither. Conclusion. HRC are noninvasively monitored physiomarkers that identify infants in the NICU who are at high risk for sepsis, UTI, and death.
引用
收藏
页码:1070 / 1074
页数:5
相关论文
共 25 条
[1]  
Escobar G J, 1999, Pediatrics, V103, P360
[2]   The NICHD Neonatal Research Network: Changes in practice and outcomes during the first 15 years [J].
Fanaroff, AA ;
Hack, M ;
Walsh, MC .
SEMINARS IN PERINATOLOGY, 2003, 27 (04) :281-287
[3]  
Feng ZD, 1996, STAT MED, V15, P1793, DOI 10.1002/(SICI)1097-0258(19960830)15:16<1793::AID-SIM332>3.0.CO
[4]  
2-2
[5]   CDC DEFINITIONS FOR NOSOCOMIAL INFECTIONS, 1988 [J].
GARNER, JS ;
JARVIS, WR ;
EMORI, TG ;
HORAN, TC ;
HUGHES, JM .
AMERICAN JOURNAL OF INFECTION CONTROL, 1988, 16 (03) :128-140
[6]   CLINICOPATHOLOGICAL APPROACH TO THE DIAGNOSIS OF NEONATAL SEPSIS [J].
GERDES, JS .
CLINICS IN PERINATOLOGY, 1991, 18 (02) :361-381
[7]   Abnormal heart rate characteristics are associated with neonatal mortality [J].
Griffin, MP ;
O'Shea, TM ;
Bissonette, EA ;
Harrell, FE ;
Lake, DE ;
Moorman, JR .
PEDIATRIC RESEARCH, 2004, 55 (05) :782-788
[8]   Abnormal heart rate characteristics preceding neonatal sepsis and sepsis-like illness [J].
Griffin, MP ;
O'Shea, TM ;
Bissonette, EA ;
Harrell, FE ;
Lake, DE ;
Moorman, JR .
PEDIATRIC RESEARCH, 2003, 53 (06) :920-926
[9]   Toward the early diagnosis of neonatal sepsis and sepsis-like illness using novel heart rate analysis [J].
Griffin, MP ;
Moorman, JR .
PEDIATRICS, 2001, 107 (01) :97-104
[10]   Frequency of low level bacteremia in infants from birth to two months of age [J].
Kellogg, JA ;
Ferrentino, FL ;
Goodstein, MH ;
Liss, J ;
Shapiro, SL ;
Bankert, DA .
PEDIATRIC INFECTIOUS DISEASE JOURNAL, 1997, 16 (04) :381-385