Fetal Heart Rate Fragmentation

被引:1
作者
Costa, Matilde [1 ]
Xavier, Mariana [1 ]
Nunes, Ines [2 ,3 ,4 ]
Henriques, Teresa S. [3 ,5 ]
机构
[1] Univ Porto, Dept Biomed Engn, Fac Engn, Porto, Portugal
[2] Ctr Hosp & Univ Porto, Ctr Materno Infantil Norte, Porto, Portugal
[3] Univ Porto, Ctr Hlth Technol & Serv Res CINTESIS, Fac Med, Porto, Portugal
[4] Univ Porto, ICBAS Sch Med & Biomed Sci, Porto, Portugal
[5] Univ Porto, Dept Hlth Informat & Decis Sci MEDCIDS, Fac Med, Porto, Portugal
来源
FRONTIERS IN PEDIATRICS | 2021年 / 9卷
关键词
fetal heart rate; fragmentation; symbolic dynamics; short-term variability; acidemia; umbilical cord pH; FIGO CONSENSUS GUIDELINES; INTRAPARTUM; SYSTEM; LABOR;
D O I
10.3389/fped.2021.662101
中图分类号
R72 [儿科学];
学科分类号
100202 ;
摘要
Intrapartum fetal monitoring's primary goal is to avoid adverse perinatal outcomes related to hypoxia/acidosis without increasing unnecessary interventions. Recently, a set of indices were proposed as new biomarkers to analyze heart rate (HR), termed HR fragmentation (HRF). In this work, the HRF indices were applied to intrapartum fetal heart rate (FHR) traces to evaluate fetal acidemia. The fragmentation method produces four indices: PIP-Percentage of inflection points; IALS-Inverse of the average length of acceleration/deceleration segments; PSS-Percentage of short segments; PAS-Percentage of alternating segments. On the other hand, the symbolic approach studied the existence of different patterns of length four. We applied the measures to 246 selected FHR recordings sampled at 4 and 2 Hz, where 39 presented umbilical artery's pH <= 7.15. When applied to the 4 Hz FHR, the PIP, IASL, and PSS showed significantly higher values in the traces from acidemic fetuses. In comparison, the percentage of "words " W1h and W2s showed lower values for those traces. Furthermore, when using the 2 Hz, only IASL, W-0, and W2m achieved significant differences between traces from both acidemic and normal fetuses. Notwithstanding, the ideal sampling frequency is yet to be established. The fragmentation indices correlated with Sisporto variability measures, especially short-term variability. Accordingly, the fragmentation indices seem to be able to detect pathological patterns in FHR tracings. These indices have the advantage of being suitable and straightforward to apply in real-time analysis. Future studies should combine these indexes with others used successfully to detect fetal hypoxia, improving the power of discrimination in a larger dataset.</p>
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页数:9
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共 31 条
  • [1] Knowledge of adverse neonatal outcome alters clinicians' interpretation of the intrapartum cardiotocograph
    Ayres-de-Campos, D.
    Arteiro, D.
    Costa-Santos, C.
    Bernardes, J.
    [J]. BJOG-AN INTERNATIONAL JOURNAL OF OBSTETRICS AND GYNAECOLOGY, 2011, 118 (08) : 978 - 984
  • [2] SisPorto 4.0-computer analysis following the 2015 FIGO Guidelines for intrapartum fetal monitoring
    Ayres-de-Campos, Diogo
    Rei, Mariana
    Nunes, Ines
    Sousa, Paulo
    Bernardes, Joao
    [J]. JOURNAL OF MATERNAL-FETAL & NEONATAL MEDICINE, 2017, 30 (01) : 62 - 67
  • [3] FIGO consensus guidelines on intrapartum fetal monitoring: Cardiotocography
    Ayres-de-Campos, Diogo
    Spong, Catherine Y.
    Chandraharan, Edwin
    [J]. INTERNATIONAL JOURNAL OF GYNECOLOGY & OBSTETRICS, 2015, 131 (01) : 13 - 24
  • [4] FIGO consensus guidelines on intrapartum fetal monitoring: Physiology of fetal oxygenation and the main goals of intrapartum fetal monitoring
    Ayres-de-Campos, Diogo
    Arulkumaran, Sabaratnam
    [J]. INTERNATIONAL JOURNAL OF GYNECOLOGY & OBSTETRICS, 2015, 131 (01) : 5 - 8
  • [5] How often is a low Apgar score the result of substandard care during labour?
    Berglund, S.
    Pettersson, H.
    Cnattingius, S.
    Grunewald, C.
    [J]. BJOG-AN INTERNATIONAL JOURNAL OF OBSTETRICS AND GYNAECOLOGY, 2010, 117 (08) : 968 - 978
  • [6] THE PORTO SYSTEM FOR AUTOMATED CARDIOTOCOGRAPHIC SIGNAL ANALYSIS
    BERNARDES, J
    MOURA, C
    DESA, JPM
    LEITE, LP
    [J]. JOURNAL OF PERINATAL MEDICINE, 1991, 19 (1-2) : 61 - 65
  • [7] Boos A, 1995, HEWLETT-PACKARD J, V46, P82
  • [8] SIGNAL-PROCESSING AND DISPLAY - CARDIOTOCOGRAPHS
    CARTER, MC
    [J]. BRITISH JOURNAL OF OBSTETRICS AND GYNAECOLOGY, 1993, 100 : 21 - 23
  • [9] Open access intrapartum CTG database
    Chudacek, Vaclav
    Spilka, Jiri
    Bursa, Miroslav
    Janku, Petr
    Hruban, Lukas
    Huptych, Michal
    Lhotska, Lenka
    [J]. BMC PREGNANCY AND CHILDBIRTH, 2014, 14
  • [10] Heart Rate Fragmentation: A Symbolic Dynamical Approach
    Costa, Madalena D.
    Davis, Roger B.
    Goldberger, Ary L.
    [J]. FRONTIERS IN PHYSIOLOGY, 2017, 8