Evidence map›Paper›PMID 30583916›Full record

ArticleSleep medicine2020

Flow limitation/obstruction with recovery breath (FLOW) event for improved scoring of mild obstructive sleep apnea without electroencephalography.

Karin Gardner Johnson, Douglas Clark Johnson, Robert Joseph Thomas, Edward Feldmann, Peter K Lindenauer, Paul Visintainer, Meir H Kryger

Abstract read
In one paragraph

Article in Sleep medicine, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Serendipity.Sleep advances : a journal of the Sleep Research Society · 2023
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors.

Karin Gardner JohnsonDepartment of Neurology, Baystate Medical Center, University of Massachusetts Medical School-Baystate, 759 Chestnut St, Springfield, MA, 01199, USA; Institute for Healthcare Delivery and Population Science and Department of Medicine, University of Massachusetts Medical School-Baystate, Springfield, MA, USA. Electronic address: karin.johnson@bhs.org.
Douglas Clark JohnsonDepartment of Medicine, Baystate Medical Center, University of Massachusetts Medical School-Baystate, 759 Chestnut St, Springfield, MA, 01199, USA.
Robert Joseph ThomasDivision of Pulmonary, Critical Care & Sleep, Department of Medicine, Beth Israel Deaconess Medical Center, 330 Brookline Avenue, Boston, MA 02215, USA. Electronic address: rthomas1@bidmc.harvard.edu.
Edward FeldmannDepartment of Neurology, Baystate Medical Center, University of Massachusetts Medical School-Baystate, 759 Chestnut St, Springfield, MA, 01199, USA.
Peter K LindenauerInstitute for Healthcare Delivery and Population Science and Department of Medicine, University of Massachusetts Medical School-Baystate, Springfield, MA, USA; Department of Medicine, Baystate Medical Center, University of Massachusetts Medical School-Baystate, 759 Chestnut St, Springfield, MA, 01199, USA; Department of Quantitative Health Sciences University of Massachusetts Medical School, Worcester, MA, USA.
Paul VisintainerInstitute for Healthcare Delivery and Population Science and Department of Medicine, University of Massachusetts Medical School-Baystate, Springfield, MA, USA.
Meir H KrygerDivision of Pulmonary, Critical Care and Sleep Medicine, Yale New Haven Medical Center, Yale School of Medicine, 20 York Street New Haven, CT, 06510, USA. Electronic address: meir.kryger@yale.edu.

Funding

Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
Research and Mentoring in Comparative Effectiveness and Implementation ScienceK24HL132008 · NHLBI · BAYSTATE MEDICAL CENTER, INC. · PI LINDENAUER, PETER KYLE · 2016 to 2020
$574k
NCATS NIH HHS UL1 TR001863NHLBI NIH HHS K24 HL132008
6 · The paper itself

Abstract

objectiveApnea/hypopnea index (AHI), especially without arousal criteria, does not adequately risk stratify patients with mild obstructive sleep apnea (OSA). We describe and test scoring reliability of an event, Flow Limitation/Obstruction With recovery breath (FLOW), representing obstructive airflow disruptions using only pressure transducer and snore signals available without electroencephalography.

methodsThe following process was used (i) Development of FLOW event definition, (ii) Training period and definition refinement, and (iii) Reliability testing on 10 100-epoch polysomnography (PSG) samples and two 100-sample tests. Twenty full-night in-laboratory baseline PSGs in OSA patients with AHI with ≥4% desaturations <15 were rescored for FLOW events, traditional hypopneas with desaturations, respiratory-related arousal (RRA) events (hypopneas with arousals and respiratory-effort related arousals) and non-respiratory arousals (NRA).

resultsScoring of FLOW events in 100-epoch samples had good reliability with intraclass correlation (ICC) of 0.91. The overall kappa for presence of events on two sets of 100 sample events was 0.84 and 0.87 demonstrating good agreement. Moreover, 80% of RRA and 8% of NRA were concurrent with FLOW events. Furthermore, 56% of FLOW events were independent of RRA events. FLOW stratifies patients in traditional AHI categories with 50%/8% of AHI with ≥3% desaturations (AHI3) <5 and 12%/63% of AHI3 >5 in lowest/highest tertiles of AHI3 plus FLOW index.

conclusionsScoring of FLOW after training is reliable. FLOW scores a high proportion of RRA and many currently unrepresented obstructive airflow disruptions. FLOW allows for stratification within the current normal-mild OSA category, which may better identify patients who will benefit from treatment.

Indexed as

Respiratory SystemSnoringArousalFemaleHumansMalePolysomnographyReproducibility of ResultsSleep Apnea, ObstructiveBreathing physiologyFlow limitationHome sleep apnea testingOSAScoring

Identifiers

PMID30583916
PMCPMC6548700

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.