Evidence map›Paper›PMID 39496283›Full record

ArticleJournal of sleep research2025

Temporal and sleep stage-dependent agreement in manual scoring of respiratory events.

Minna Pitkänen, Henna Pitkänen, Rajdeep Kumar Nath, Sami Nikkonen, Samu Kainulainen, Henri Korkalainen, Kristín Anna Ólafsdóttir, Erna Sif Arnardottir, Sigridur Sigurdardottir, Thomas Penzel and 8 more

Abstract read
In one paragraph

Article in Journal of sleep research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

18 authors.

Minna PitkänenDepartment of Technical Physics, University of Eastern Finland, Kuopio, Finland.ORCID 0000-0003-1716-3909
Henna PitkänenDepartment of Technical Physics, University of Eastern Finland, Kuopio, Finland.ORCID 0000-0001-5100-3816
Rajdeep Kumar NathDepartment of Technical Physics, University of Eastern Finland, Kuopio, Finland.ORCID 0009-0004-7032-8623
Sami NikkonenDepartment of Technical Physics, University of Eastern Finland, Kuopio, Finland.ORCID 0000-0003-0615-4118
Samu KainulainenDepartment of Technical Physics, University of Eastern Finland, Kuopio, Finland.ORCID 0000-0003-2798-2115
Henri KorkalainenDepartment of Technical Physics, University of Eastern Finland, Kuopio, Finland.ORCID 0000-0002-4686-6112
Kristín Anna ÓlafsdóttirReykjavik University Sleep Institute, School of Technology, Reykjavik University, Reykjavik, Iceland.
Erna Sif ArnardottirReykjavik University Sleep Institute, School of Technology, Reykjavik University, Reykjavik, Iceland.ORCID 0000-0003-0877-3529
Sigridur SigurdardottirReykjavik University Sleep Institute, School of Technology, Reykjavik University, Reykjavik, Iceland.ORCID 0000-0001-6327-8956
Thomas PenzelCenter of Sleep Medicine, University Hospital Charité Berlin, Berlin, Germany.ORCID 0000-0002-4304-0112
Francesco FanfullaRespiratory Function and Sleep Unit, Clinical Scientific Institutes Maugeri IRCCS, Pavia and Montescano, Italy.ORCID 0000-0002-8601-423X
Ulla AnttalainenDivision of Medicine, Department of Pulmonary Diseases and Clinical Allergology, Turku University Central Hospital, Turku, Finland, and Sleep Research Centre, University of Turku, Turku, Finland.ORCID 0000-0002-4273-1173
Tarja SaaresrantaDivision of Medicine, Department of Pulmonary Diseases and Clinical Allergology, Turku University Central Hospital, Turku, Finland, and Sleep Research Centre, University of Turku, Turku, Finland.ORCID 0000-0001-9328-963X
Ludger GroteCenter for Sleep and Wake Disorders, Institute of Medicine, Sahlgrenska Academy, Gothenburg University, Gothenburg, Sweden.ORCID 0000-0002-7405-1682
Jan HednerCenter for Sleep and Wake Disorders, Institute of Medicine, Sahlgrenska Academy, Gothenburg University, Gothenburg, Sweden.ORCID 0000-0002-7190-394X
Richard StaatsDepartment of Pneumology, ISAMB, Faculty of Medicine, University of Lisbon, Lisbon, Portugal.ORCID 0000-0003-2218-8537
Juha TöyräsDepartment of Technical Physics, University of Eastern Finland, Kuopio, Finland.ORCID 0000-0002-8035-1606
Timo LeppänenDepartment of Technical Physics, University of Eastern Finland, Kuopio, Finland.ORCID 0000-0003-4017-821X

Funding

ALF Agreement ALFGBG966283Hjärt-Lungfonden 20210529Horizon 2020 Framework Programme 965417Magnus Ehrnroothin SäätiöSigrid Juséliuksen Säätiö 230216Suomen Kulttuurirahastothe State Research Funding for university-level health research, Kuopio University Hospital, Wellbeing Service County of North Savo 5041794the State Research Funding for university-level health research, Kuopio University Hospital, Wellbeing Service County of North Savo 5041797the State Research Funding for university-level health research, Kuopio University Hospital, Wellbeing Service County of North Savo 5041803the State Research Funding for university-level health research, Kuopio University Hospital, Wellbeing Service County of North Savo 5041804the State Research Funding for university-level health research, Kuopio University Hospital, Wellbeing Service County of North Savo 5041809the State Research Funding for university-level health research, Kuopio University Hospital, Wellbeing Service County of North Savo 5041812
6 · The paper itself

Abstract

Obstructive sleep apnea diagnosis is based on the manual scoring of respiratory events. The agreement in the manual scoring of the respiratory events lacks an in-depth investigation as most of the previous studies reported only the apnea-hypopnea index or overall agreement, and not temporal, second-by-second or event subtype agreement. We hypothesized the temporal and subtype agreement to be low because the event duration or subtypes are not generally considered in current clinical practice. The data comprised 50 polysomnography recordings scored by 10 experts. The respiratory event agreement between the scorers was calculated using kappa statistics in a second-by-second manner. Obstructive sleep apnea severity categories (no obstructive sleep apnea/mild/moderate/severe) were compared between scorers. The Fleiss' kappa value for binary (event/no event) respiratory event scorings was 0.32. When calculated separately within N1, N2, N3 and R, the Fleiss' kappa values were 0.12, 0.23, 0.22 and 0.23, respectively. Binary analysis conducted separately for the event subtypes showed the highest Fleiss' kappa for hypopneas to be 0.26. In 34% of the participants, the obstructive sleep apnea severity category was the same regardless of the scorer, whereas in the rest of the participants the category changed depending on the scorer. Our findings indicate that the agreement of manual scoring of respiratory events depends on the event type and sleep stage. The manual scoring has discrepancies, and these differences affect the obstructive sleep apnea diagnosis. This is an alarming finding, as ultimately these differences in the scorings affect treatment decisions.

Indexed as

PolysomnographySleep Apnea, ObstructiveSleep StagesAdultAgedFemaleHumansMaleMiddle AgedReproducibility of ResultsSeverity of Illness IndexTime Factorsagreementapneahypopneascoring

Identifiers

PMID39496283
PMCPMC12069727

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Registered trials

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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.