Sleeping Postures: Difference between revisions

No edit summary
No edit summary
Line 5: Line 5:
Common sleeping postures are classified into the following positions:  
Common sleeping postures are classified into the following positions:  


Supine Position  
=== Supine Position ===
 
Lying on your back with your face pointing upwards is a common position maintained by Pilates practitioners to help align the body. When the pelvis and spine are aligned in a neutral position, this reduces the pressure on bones and ligaments. According to a 2019 study, supine sleeping posture may be helpful for lower back pain. <ref>Cary D, Briffa K, McKenna L. Identifying relationships between sleep posture and non-specific spinal symptoms in adults: A scoping review. BMJ Open [Internet]. 2019 Jun 1 [cited 2024 Mar 15];9(6):e027633–3. Available from: <nowiki>https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6609073/</nowiki>
Lying on your back with your face pointing upwards is a common position maintained by Pilates practitioners to help align the body. When the pelvis and spine are aligned in a neutral position, this reduces the pressure on bones and ligaments. According to a 2019 study, supine sleeping posture may be helpful for lower back pain. <ref>Cary D, Briffa K, McKenna L. Identifying relationships between sleep posture and non-specific spinal symptoms in adults: A scoping review. BMJ Open [Internet]. 2019 Jun 1 [cited 2024 Mar 15];9(6):e027633–3. Available from: <nowiki>https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6609073/</nowiki>


Line 23: Line 22:
‌</ref>
‌</ref>


sleeping on your side
=== Sleeping on your Side ===
 
The majority of people sleep on their sides. There are a few advantages to side sleeping. as it helps in reducing heart burn and snoring.<ref>Beattie ZT, Hagen CC, Hayes TL. Classification of lying position using load cells under the bed. Europe PMC (PubMed Central) [Internet]. 2011 Aug 1 [cited 2024 Mar 15]; Available from: <nowiki>https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3366489/</nowiki>
The majority of people sleep on their sides. There are a few advantages to side sleeping. as it helps in reducing heart burn and snoring.<ref>Beattie ZT, Hagen CC, Hayes TL. Classification of lying position using load cells under the bed. Europe PMC (PubMed Central) [Internet]. 2011 Aug 1 [cited 2024 Mar 15]; Available from: <nowiki>https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3366489/</nowiki>


‌</ref>  Furthermore, side sleeping is beneficial for pregnant women, back pain, sleep apnea and older people as it promotes healthy spinal alignment.  
‌</ref>  Furthermore, side sleeping is beneficial for pregnant women, back pain, sleep apnea and older people as it promotes healthy spinal alignment.  


sleeping on your back
=== Sleeping on your Back ===
 
Lying on the back is the second most popular sleep position. Sleeping on the back can relieve allergies or stuffy nasal congestion.<ref name=":0">What Are the Best Positions for Sleeping? | Sleep Foundation [Internet]. Sleep Foundation. 2021 [cited 2024 Mar 15]. Available from: <nowiki>https://www.sleepfoundation.org/sleeping-positions</nowiki>
Lying on the back is the second most popular sleep position. Sleeping on the back can relieve allergies or stuffy nasal congestion.<ref name=":0">What Are the Best Positions for Sleeping? | Sleep Foundation [Internet]. Sleep Foundation. 2021 [cited 2024 Mar 15]. Available from: <nowiki>https://www.sleepfoundation.org/sleeping-positions</nowiki>


‌</ref>  
‌</ref>


sleeping on your stomach  
=== Sleeping on your Stomach ===
Of all the sleeping positions, the stomach position provides the least support to the back and puts greater pressure on the spine, which could lead to pain. Wrinkles on the face could arise from stomach sleeping.<ref name=":0" /> It delays recovery in patients who have a history of spinal injuries.


Of all the sleeping positions, the stomach position provides the least support to the back and puts greater pressure on the spine, which could lead to pain. Wrinkles on the face could arise from stomach sleeping.<ref name=":0" />It delays recovery in patients who have a history of spinal injury.
Reported that for patients with Congestive Hcart Failurh (CHFf, the amount of time spent in the right lateral position is significantly more than the amount of time spent in the left lateral position. This strategy might help them to avoid the discomfort caused by the enlarged apical heartbeat or further hemodynamic or autonomic compromise. 
[[File:Sleep Positions.jpg|center|frameless|645x645px|Sleep Positions <ref>Cary D, Jacques A, Briffa K. Examining relationships between sleep posture, waking spinal symptoms and quality of sleep: A cross sectional study. PLOS ONE [Internet]. 2021 Nov 30 [cited 2024 Mar 17];16(11):e0260582–2. Available from: <nowiki>https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8631621/</nowiki>


reported that for patients with Congestive Heart Failure (CHF), the amount of time spent in the right lateral position is significantly more than the amount of time spent in the left lateral position. This strategy might help them to avoid the discomfort caused by the enlarged apical heartbeat or further hemodynamic or autonomic compromise.  
‌</ref>]]  


== Effect of various postures on quality of sleep ==
== Effect of various postures on quality of sleep ==
It was observed that persons with poor sleep quality have more frequent posture changes.


A side-lying posture results in sleep-related musculoskeletal problems, such as neck and back pain.
* It was observed that persons with poor sleep quality have more frequent posture changes.
* A side-lying posture results in sleep-related musculoskeletal problems, such as neck and back pain.
* Individuals with obstructive sleep apnea, supine, and prone postures may affect their respiration because of tongue and palate prolapse and pressure on the thorax.
* In the supine positions, normal spinal curvature is to be maintained. In side-lying positions, the cervical and thoracic portions of the spine should align with each other so that there is no muscle stiffness and no excessive load imposed on the cervical facet joint.
* Effect of body posture on sleep-related breathing abnormalities, we refer mainly to the worsening effect of the supine posture on these abnormalities and how the lateral, prone or sitting positions produce, in most of the cases, a significant improvement and in some cases even a total elimination of these disturbances.


Individuals with obstructive sleep apnea, supine, and prone postures may affect their respiration because of tongue and palate prolapse and pressure on the thorax.
== Effect of mattress on quality of sleep ==


In the supine positions, normal spinal curvature is to be maintained. In side-lying positions, the cervical and thoracic portions of the spine should align with each other so that there is no muscle stiffness and no excessive load imposed on the cervical facet joint.
* The European Committee for standardisation (2000) categorised mattresses into four categories:


e effect of body posture on sleep-related breathing abnormalities, we refer mainly to the worsening effect of the supine posture on these abnormalities and how the lateral, prone or sitting positions produce, in most of the cases, a significant improvement and in some cases even a total elimination of these disturbances.
# soft,
# medium-firm,  
# extra-firm, or  
# mattresses.


== Tools to detect Posture ==
* The firmness of the mattress appears to be important because several studies show that medium-firm surfaces may effectively decrease pain.
Sleep assessment technologies like wearables, polysomnography, and unobtrusive intelligent sensors could track physiological indicators and sleep behaviours.
* An intermediate firm mattress may help those with back discomfort.
* Some studies  suggested that mattresses with an air overlay system reduce pain, others suggested that variation in temperature can promote sleep [https://jorthoptraumatol.springeropen.com/articles/10.1186/s10195-021-00616-5#Sec3 .] <ref name=":1">Gianfilippo Caggiari, Giuseppe Rocco Talesa, Toro G, Jannelli E, Monteleone G, Puddu L. What type of mattress should be chosen to avoid back pain and improve sleep quality? Review of the literature. Journal of Orthopaedics and Traumatology [Internet]. 2021 Dec 1 [cited 2024 Mar 17];22(1). Available from: <nowiki>https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8655046/</nowiki>


Depth-camera-based systems are commonly used for sleep monitoring, since they are noncontact, easier to maintain, allow for privacy, and can work well at night without visible light.  
‌</ref>
* Mattress firmness plays a leading role, as different studies show that medium-firm surfaces significantly reduce pain in individuals complaining of back pain. <ref name=":1" />
* Uncomfortable mattresses lack enough support for the body, causing people have trouble in getting to deep sleep and made more body movements. <ref>Lee H, Park S. Quantitative effects of mattress types (comfortable vs. uncomfortable) on sleep quality through polysomnography and skin temperature. International Journal of Industrial Ergonomics [Internet]. 2006 Nov 1 [cited 2024 Mar 17];36(11):943–9. Available from: <nowiki>https://www.sciencedirect.com/science/article/abs/pii/S0169814106001508</nowiki>


A support vector machine (SVM) from images acquired using a Kinect Artec scanner generates a high accuracy in classifying seven postures.
‌</ref>


Sleep Posture Classification using Bed Sensor Data and Neural Networks
== Tools to detect Posture ==


we use a hydraulic bed sensor designed for capturing ballistocardiogram (BCG) signals [15]. It is composed of a set of four water tubes each fitted with a pressure sensor (Fig. 1) which are placed under the bed mattress for the purpose of non-invasive heart motion measurement. The four-channel signal is sampled at 100 Hz and in its raw format, it contains a DC bias (the weight of the body lying on the bed). We simply ran moving averages to remove the high-frequency part of the signal. Variations in the DC values for the four channels are known to be correlated to the location of the person on the bed https://ieeexplore.ieee.org/abstract/document/8512436?casa_token=hoR3NNwHJ-EAAAAA:X9DWGXC1bR61hcKfe9Sho7lhVMC52xvwS_3_CBlEcupYv3qN6ig34XUkSfEoYWgK9YzPBMibWtc
* Sleep assessment technologies like wearables, polysomnography, and unobtrusive intelligent sensors could track physiological indicators and sleep behaviors.
* Depth-camera-based systems are commonly used for sleep monitoring, since they are noncontact, easier to maintain, allow for privacy, and can work well at night without visible light.
* A support vector machine (SVM) from images acquired using a Kinect scanner generates a high accuracy in classifying seven postures.
* Sleep Posture Classification using Bed Sensor Data and Neural Networks
* we use a hydraulic bed sensor designed for capturing ballistocardiogram (BCG) signal. <ref>Enayati M, Skubic M, Keller JM, Popescu M, Nasibeh Zanjirani Farahani. Sleep Posture Classification Using Bed Sensor Data and Neural Networks. PubMed [Internet]. 2018 Jul 1 [cited 2024 Mar 17]; Available from: <nowiki>https://ieeexplore.ieee.org/abstract/document/8512436?casa_token=hoR3NNwHJ-EAAAAA:X9DWGXC1bR61hcKfe9Sho7lhVMC52xvwS_3_CBlEcupYv3qN6ig34XUkSfEoYWgK9YzPBMibWtc</nowiki>


Multimodal Sleeping Posture Classification
‌</ref>
 
* Sleep posture classification with multi-stream CNN using vertical distance map.
we focus on sleeping posture classification, which can be important not only for bedsore prevention [14], [17] but also for sleeping quality analysis https://ieeexplore.ieee.org/abstract/document/5597772?casa_token=-aeycxe8QUIAAAAA:wXpJVdyJ8dRebI4Ep7S_3N2y5PETnvieYqAsuAiLZOSovKdzc78YFb5vvsmYaNHFW6OL25cf_qU
* An HMM-based method was applied for analyzing posture changes and myoclonic twitches. However, wearable device usually cause uncomfortable sleep, and that may affect sleep quality of people.
 
Sleep posture classification with multi-stream CNN using vertical distance map
 
Sleep posture type was also considered in the study. Sleep Assessment and Advisory Service (SAAS) clusters sleep postures into six types: fetus, log, yearner, soldier, freefaller, and starfish. Most studies only focused on the identification of three sleep postures, including supine, left side, and right side  incorrect sleep positions held for a considerably long duration can result in spinal alignment problems.
 
An HMM-based method was applied for analyzing posture changes and myoclonic twitches. However, wearable device usually cause uncomfortable sleep, and that may affect sleep quality of people
 
Pressure mattress was also widely used for sleep posture recognition. Jason et al. [11] monitored sleep postures using a pressure-sensitive bed sheet, and features of pressure images were extracted for identifying sleep postures using three sparse classifiers https://ieeexplore.ieee.org/abstract/document/8369761?casa_token=5NmOhTNhi8UAAAAA:p3p74V5UwUHFRFmezrzbzJ2fQkvWWDUIfvquoxqd-UmOOGSnTnPzkPyj2JSrOOISPLZcrgYgJjI
 
we propose to enhance the accuracy of the under-blanket sleep posture classification with a new deep learning model architecture with a guided input of anatomical features generated using a pose estimator [<nowiki/>[[/www.mdpi.com/1660-4601/19/20/13491#B39-ijerph-19-13491|39]]]. The classification covers seven common sleep postures, including the supine posture, prone postures with the head turned left and right, left- and right-sided log postures, and left- and right-sided fetal postures. The key contributions of this study are as follows:


* We developed a posture classification system that can be generalized to various blanket conditions.
== References ==
* We proposed an integrative innovation for the deep learning model to improve the classification performance through anatomical landmark features generated using a pose estimator https://www.mdpi.com/1660-4601/19/20/13491
<references />

Revision as of 21:42, 17 March 2024

Introduction[edit | edit source]

Sleep is a dynamic and complicated brain process on which several crucial brain activities are dependent. Sleep plays an essential role in helping the brain, heart, and lungs perform at their best. Additionally,, sleep decreases the risk of chronic diseases and improves immunity. Sleeping postures have a positive or negative effect on the body.

Classification of Sleeping Posture[edit | edit source]

Common sleeping postures are classified into the following positions:

Supine Position[edit | edit source]

Lying on your back with your face pointing upwards is a common position maintained by Pilates practitioners to help align the body. When the pelvis and spine are aligned in a neutral position, this reduces the pressure on bones and ligaments. According to a 2019 study, supine sleeping posture may be helpful for lower back pain. [1] However, professionals advise against sleeping supine during the final stages of pregnancy due to potential risks. Furthermore, lying on one's back could lead to snoring, sleep apnea or worsening GERD symptoms. [2] [3]

In a supine position, a person adopts a number of supine sleeping postures. such as:

  • both hands positioned at the side (BHS; arms abducted 0°), or
  • on the chest (BHC; arms abducted 45°), or
  • the dominant hand on the forehead (DHF; dominant arm abducted 90°) [4]

Sleeping on your Side[edit | edit source]

The majority of people sleep on their sides. There are a few advantages to side sleeping. as it helps in reducing heart burn and snoring.[5] Furthermore, side sleeping is beneficial for pregnant women, back pain, sleep apnea and older people as it promotes healthy spinal alignment.

Sleeping on your Back[edit | edit source]

Lying on the back is the second most popular sleep position. Sleeping on the back can relieve allergies or stuffy nasal congestion.[6]

Sleeping on your Stomach[edit | edit source]

Of all the sleeping positions, the stomach position provides the least support to the back and puts greater pressure on the spine, which could lead to pain. Wrinkles on the face could arise from stomach sleeping.[6] It delays recovery in patients who have a history of spinal injuries.

Reported that for patients with Congestive Hcart Failurh (CHFf, the amount of time spent in the right lateral position is significantly more than the amount of time spent in the left lateral position. This strategy might help them to avoid the discomfort caused by the enlarged apical heartbeat or further hemodynamic or autonomic compromise.

Sleep Positions [7]

Effect of various postures on quality of sleep[edit | edit source]

  • It was observed that persons with poor sleep quality have more frequent posture changes.
  • A side-lying posture results in sleep-related musculoskeletal problems, such as neck and back pain.
  • Individuals with obstructive sleep apnea, supine, and prone postures may affect their respiration because of tongue and palate prolapse and pressure on the thorax.
  • In the supine positions, normal spinal curvature is to be maintained. In side-lying positions, the cervical and thoracic portions of the spine should align with each other so that there is no muscle stiffness and no excessive load imposed on the cervical facet joint.
  • Effect of body posture on sleep-related breathing abnormalities, we refer mainly to the worsening effect of the supine posture on these abnormalities and how the lateral, prone or sitting positions produce, in most of the cases, a significant improvement and in some cases even a total elimination of these disturbances.

Effect of mattress on quality of sleep[edit | edit source]

  • The European Committee for standardisation (2000) categorised mattresses into four categories:
  1. soft,
  2. medium-firm,
  3. extra-firm, or
  4. mattresses.
  • The firmness of the mattress appears to be important because several studies show that medium-firm surfaces may effectively decrease pain.
  • An intermediate firm mattress may help those with back discomfort.
  • Some studies suggested that mattresses with an air overlay system reduce pain, others suggested that variation in temperature can promote sleep . [8]
  • Mattress firmness plays a leading role, as different studies show that medium-firm surfaces significantly reduce pain in individuals complaining of back pain. [8]
  • Uncomfortable mattresses lack enough support for the body, causing people have trouble in getting to deep sleep and made more body movements. [9]

Tools to detect Posture[edit | edit source]

  • Sleep assessment technologies like wearables, polysomnography, and unobtrusive intelligent sensors could track physiological indicators and sleep behaviors.
  • Depth-camera-based systems are commonly used for sleep monitoring, since they are noncontact, easier to maintain, allow for privacy, and can work well at night without visible light.
  • A support vector machine (SVM) from images acquired using a Kinect scanner generates a high accuracy in classifying seven postures.
  • Sleep Posture Classification using Bed Sensor Data and Neural Networks
  • we use a hydraulic bed sensor designed for capturing ballistocardiogram (BCG) signal. [10]
  • Sleep posture classification with multi-stream CNN using vertical distance map.
  • An HMM-based method was applied for analyzing posture changes and myoclonic twitches. However, wearable device usually cause uncomfortable sleep, and that may affect sleep quality of people.

References[edit | edit source]

  1. Cary D, Briffa K, McKenna L. Identifying relationships between sleep posture and non-specific spinal symptoms in adults: A scoping review. BMJ Open [Internet]. 2019 Jun 1 [cited 2024 Mar 15];9(6):e027633–3. Available from: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6609073/ ‌
  2. Warland J. Back to basics: avoiding the supine position in pregnancy. The Journal of Physiology [Internet]. 2017 Feb 15 [cited 2024 Mar 15];595(4):1017–8. Available from: https://physoc.onlinelibrary.wiley.com/doi/epdf/10.1113/JP273705 ‌
  3. Oksenberg A, Natan Gadoth. Continuous and Loud Snoring Only in the Supine Posture. Journal of Clinical Sleep Medicine [Internet]. 2015 Dec 15 [cited 2024 Mar 15];11(12):1463–4. Available from: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4661340/ ‌
  4. Lee WH, Ko MS. Effect of sleep posture on neck muscle activity. Journal of Physical Therapy Science [Internet]. 2017 Jun 1 [cited 2020 Sep 5];29(6):1021–4. Available from: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5468189/ ‌
  5. Beattie ZT, Hagen CC, Hayes TL. Classification of lying position using load cells under the bed. Europe PMC (PubMed Central) [Internet]. 2011 Aug 1 [cited 2024 Mar 15]; Available from: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3366489/ ‌
  6. 6.0 6.1 What Are the Best Positions for Sleeping? | Sleep Foundation [Internet]. Sleep Foundation. 2021 [cited 2024 Mar 15]. Available from: https://www.sleepfoundation.org/sleeping-positions ‌
  7. Cary D, Jacques A, Briffa K. Examining relationships between sleep posture, waking spinal symptoms and quality of sleep: A cross sectional study. PLOS ONE [Internet]. 2021 Nov 30 [cited 2024 Mar 17];16(11):e0260582–2. Available from: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8631621/ ‌
  8. 8.0 8.1 Gianfilippo Caggiari, Giuseppe Rocco Talesa, Toro G, Jannelli E, Monteleone G, Puddu L. What type of mattress should be chosen to avoid back pain and improve sleep quality? Review of the literature. Journal of Orthopaedics and Traumatology [Internet]. 2021 Dec 1 [cited 2024 Mar 17];22(1). Available from: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8655046/ ‌
  9. Lee H, Park S. Quantitative effects of mattress types (comfortable vs. uncomfortable) on sleep quality through polysomnography and skin temperature. International Journal of Industrial Ergonomics [Internet]. 2006 Nov 1 [cited 2024 Mar 17];36(11):943–9. Available from: https://www.sciencedirect.com/science/article/abs/pii/S0169814106001508 ‌
  10. Enayati M, Skubic M, Keller JM, Popescu M, Nasibeh Zanjirani Farahani. Sleep Posture Classification Using Bed Sensor Data and Neural Networks. PubMed [Internet]. 2018 Jul 1 [cited 2024 Mar 17]; Available from: https://ieeexplore.ieee.org/abstract/document/8512436?casa_token=hoR3NNwHJ-EAAAAA:X9DWGXC1bR61hcKfe9Sho7lhVMC52xvwS_3_CBlEcupYv3qN6ig34XUkSfEoYWgK9YzPBMibWtc ‌