Saara Sillanmäki

Prof. Dr. Saara Sillanmäki

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Research Focus & Metrics

Academic Career Length

9Years (2018-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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8 February 2018 in Journal of Nuclear Cardiology
Verified
Journal Article
Closed access
PDF file
SSSaara Sillanmäki
Saara Sillanmäki
JLJukka A Lipponen
Jukka A Lipponen
MTMika Tarvainen
Mika Tarvainen
TLTiina Laitinen
Tiina Laitinen
MHMarja Hedman
Marja Hedman
TLTomi Laitinen
Tomi Laitinen

11 October 2022
Verified
Book Chapter
Closed access
PDF file
Timo LeppänenTimo Leppänen
Timo Leppänen
SKSamu Kainulainen
Samu Kainulainen
HKHenri Korkalainen
Henri Korkalainen
SSSaara Sillanmäki
Saara Sillanmäki
AKAntti Kulkas
Antti Kulkas
SNSami Nikkonen
Sami Nikkonen

24 August 2018 in Journal of Nuclear Cardiology
Verified
Journal Article
Closed access
PDF file
SSSaara Sillanmäki
Saara Sillanmäki
SASini Aapro
Sini Aapro
JLJukka A Lipponen
Jukka A Lipponen
MTMika Tarvainen
Mika Tarvainen
TLTiina Laitinen
Tiina Laitinen
TLTomi Laitinen
Tomi Laitinen

1 May 2024 in American Journal of Physiology-Heart and Circulatory Physiology
Verified
Journal Article
Open access
SESerajeddin Ebrahimian
Serajeddin Ebrahimian
SSSaara Sillanmäki
Saara Sillanmäki
SHSalla Hietakoste
Salla Hietakoste
AKAntti Kulkas
Antti Kulkas
JTJuha Töyräs
Juha Töyräs
SKSamu Kainulainen
Samu Kainulainen
Nocturnal desaturations are associated with increased ventricular repolarization lability. Deeper desaturations with accompanying arousals increase the magnitude of alterations, independent of confounding factors, comorbidities, and medications. Changes associated with desaturations can partially explain the increased risk of arrhythmias and sudden cardiac death in patients with OSA, especially in patients with high hypoxic load and fragmented sleep. This highlights the importance of detailed electrocardiogram analytics for patients with OSA.

31 July 2023 in IEEE Transactions on Biomedical Engineering
Verified
Journal Article
Open access
SHSalla Hietakoste
Salla Hietakoste
PAPablo Armañac-Julián
Pablo Armañac-Julián
TKTuomas Karhu
Tuomas Karhu
Raquel BailónRaquel Bailón
Raquel Bailón
SSSaara Sillanmäki
Saara Sillanmäki
SKSamu Kainulainen
Samu Kainulainen
Objective: Hypoxic load is one of the main characteristics of obstructive sleep apnea (OSA) contributing to sympathetic overdrive and weakened cardiorespiratory coupling (CRC). Whether this association changes with increasing hypoxic load has remained obscure. Therefore, we aimed to study our hypothesis that increasing hypoxic load acutely decreases the CRC. Methods: We retrospectively analyzed the electrocardiography and nasal pressure signals in 5-min segment pairs ( n = 36 926) recorded during clinical polysomnographies of 603 patients with suspected OSA. The segment pairs were pooled into five groups based on the hypoxic load severity described with the the total integrated area under the blood oxygen saturation curve during desaturations. In these severity groups, we determined the frequency-domain heart rate variability (HRV) parameters, the HRV and respiratory high-frequency (HF, 0.15–0.4 Hz) peaks, and the difference between those peaks. We also computed the spectral HF coherence between HRV and respiration in the HF band. Results: The ratio of low-frequency (LF, 0.04–0.15 Hz) to HF power increased from 1.047 to 1.805 ( p < 0.001); the difference between the HRV and respiratory HF peaks increased from 0.001 Hz to 0.039 Hz ( p < 0.001); and the spectral coherence between HRV and respiration in the HF band decreased from 0.813 to 0.689 ( p < 0.001) as the hypoxic load increased. Conclusion and Significance: The vagal modulation decreases and CRC weakens significantly with increasing hypoxic load. Thus, the hypoxic load could be utilized more thoroughly in contemporary OSA diagnostics to better assess the severity of OSA-related cardiac stress.

12 January 2023 in IEEE Transactions on Biomedical Engineering
Verified
Journal Article
Open access
MRMarika Rissanen
Marika Rissanen
HKHenri Korkalainen
Henri Korkalainen
BDBrett Duce
Brett Duce
SSSaara Sillanmäki
Saara Sillanmäki
HPHenna Pitkänen
Henna Pitkänen
SKSamu Kainulainen
Samu Kainulainen
Objective: We aimed to investigate how acute and long-term effects of atrial arrhythmias affect the desaturation severity and characteristics determined from the oxygen saturation signal in obstructive sleep apnea (OSA) patients. Methods: 520 suspected OSA patients were included in retrospective analyses. Eight desaturation area and slope parameters were calculated from blood oxygen saturation signals recorded during polysomnographic recordings. Patients were grouped based on whether they had previously diagnosed atrial arrhythmia (i.e., atrial fibrillation (AFib) or atrial flutter) or not. Furthermore, patients with a previous atrial arrhythmia diagnosis were sub-grouped based on whether they had continuous AFib or sinus rhythm during the polysomnographic recordings. Empirical cumulative distribution functions and linear mixed models were utilized to investigate the connection between diagnosed atrial arrhythmia and the desaturation characteristics. Results: Patients with previous atrial arrhythmia diagnosis had greater desaturation recovery area when the 100% oxygen saturation baseline reference was considered (β = 0.150--0.127, p ≤ 0.039) and more gradual recovery slopes (β = −0.181 to −0.199, p < 0.004) than patients without a previous atrial arrhythmia diagnosis. Furthermore, patients with AFib had more gradual oxygen saturation fall and recovery slopes than patients with sinus rhythm. Conclusion: Desaturation recovery characteristics in the oxygen saturation signal contains essential information about the cardiovascular response to hypoxemic periods. Significance: More comprehensive consideration of the desaturation recovery section could provide more detailed information about OSA severity, for example when developing new diagnostic parameters.