{"id":28863,"date":"2020-11-26T08:37:30","date_gmt":"2020-11-26T08:37:30","guid":{"rendered":"https:\/\/wames.org.uk\/cms-english\/?p=28863"},"modified":"2020-11-26T08:38:40","modified_gmt":"2020-11-26T08:38:40","slug":"a-hierarchical-logistic-regression-predicting-rapid-respiratory-rates-from-post-exertional-malaise","status":"publish","type":"post","link":"https:\/\/wames.org.uk\/cms-english\/a-hierarchical-logistic-regression-predicting-rapid-respiratory-rates-from-post-exertional-malaise\/","title":{"rendered":"A hierarchical logistic regression predicting rapid respiratory rates from post-exertional malaise"},"content":{"rendered":"<h3><a href=\"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/21641846.2020.1845287\" target=\"_blank\" rel=\"noopener noreferrer\">A hierarchical logistic regression predicting rapid respiratory rates from post-exertional malaise<\/a>, by Joseph Cotler, Ben Z Katz, Corine Reurts-Post, Ruud Vermeulen &amp; Leonard A Jason <span style=\"text-decoration: underline;\">in<\/span> <em>Scientific Reports<\/em> vol 10, no. 19933 (2020) Published online: 16 Nov 2020 [doi.org\/10.1080\/21641846.2020.1845287]<\/h3>\n<p>&nbsp;<\/p>\n<h3><strong>Research abstract:\u00a0<\/strong><\/h3>\n<p><strong>Background:<\/strong><br \/>\nPast research has found high rates of hyperventilation in patients with Myalgic Encephalomyelitis\/Chronic Fatigue Syndrome (ME\/CFS), but hyperventilation can be influenced by psychological factors. Clinical<a href=\"https:\/\/en.wikipedia.org\/wiki\/Respiratory_rate\" target=\"_blank\" rel=\"noopener noreferrer\"> respiratory rates<\/a> have been less frequently assessed.<\/p>\n<p><strong>Aim<\/strong><br \/>\n<img data-recalc-dims=\"1\" decoding=\"async\" class=\"alignright wp-image-28864 lazyload\" data-src=\"https:\/\/i0.wp.com\/wames.org.uk\/cms-english\/wp-content\/uploads\/2020\/11\/breathe-inhale-exhale-300x200.jpg?resize=400%2C267&#038;ssl=1\" alt=\"\" width=\"400\" height=\"267\" data-srcset=\"https:\/\/i0.wp.com\/wames.org.uk\/cms-english\/wp-content\/uploads\/2020\/11\/breathe-inhale-exhale.jpg?resize=300%2C200&amp;ssl=1 300w, https:\/\/i0.wp.com\/wames.org.uk\/cms-english\/wp-content\/uploads\/2020\/11\/breathe-inhale-exhale.jpg?resize=1024%2C682&amp;ssl=1 1024w, https:\/\/i0.wp.com\/wames.org.uk\/cms-english\/wp-content\/uploads\/2020\/11\/breathe-inhale-exhale.jpg?resize=150%2C100&amp;ssl=1 150w, https:\/\/i0.wp.com\/wames.org.uk\/cms-english\/wp-content\/uploads\/2020\/11\/breathe-inhale-exhale.jpg?resize=768%2C512&amp;ssl=1 768w, https:\/\/i0.wp.com\/wames.org.uk\/cms-english\/wp-content\/uploads\/2020\/11\/breathe-inhale-exhale.jpg?w=1280&amp;ssl=1 1280w\" data-sizes=\"(max-width: 400px) 100vw, 400px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 400px; --smush-placeholder-aspect-ratio: 400\/267;\" \/>This study aimed to identify the predictors of rapid respiratory rates in patients referred an outpatient clinic specializing in ME\/CFS.<\/p>\n<p><strong>Methods<\/strong><br \/>\nAdults (n\u2009=\u2009216) referred to an outpatient clinic specializing in Myalgic Encephalomyelitis\/ Chronic Fatigue Syndrome (ME\/CFS) participated in a <a href=\"https:\/\/me-pedia.org\/wiki\/Two-day_cardiopulmonary_exercise_test\" target=\"_blank\" rel=\"noopener noreferrer\">two-day cardiopulmonary exercise<\/a> test. As part of that evaluation, subjects had resting respiratory rates measured on two consecutive days. The current study used questionnaires to assess the relationship between <a href=\"https:\/\/www.medicalnewstoday.com\/articles\/324548\" target=\"_blank\" rel=\"noopener noreferrer\">tachypnea<\/a> (rapid respiratory rates) and a variety of domains including <a href=\"https:\/\/me-pedia.org\/wiki\/Post-exertional_malaise\" target=\"_blank\" rel=\"noopener noreferrer\">post-exertional malaise<\/a> (PEM), a common complaint in patients with ME\/CFS, and psychiatric\/somatic symptoms, using <a href=\"https:\/\/data.library.virginia.edu\/hierarchical-linear-regression\/\" target=\"_blank\" rel=\"noopener noreferrer\">hierarchical logistic regression analysis<\/a>.<\/p>\n<p><strong>Results<\/strong><br \/>\nPEM was a significant predictor of tachypnea, while psychological\/somatic assessments and sedentary behaviors were not significantly predictive of tachypnea.<\/p>\n<p><strong>Conclusions<\/strong><br \/>\nThese findings suggest that respiratory rate may be useful as an objective clinical metric of PEM, and potentially ME\/CFS.<\/p>\n<p><a href=\"https:\/\/sci-hub.se\/10.1080\/21641846.2020.1845287\" target=\"_blank\" rel=\"noopener noreferrer\">Read full article<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>A hierarchical logistic regression predicting rapid respiratory rates from post-exertional malaise, by Joseph Cotler, Ben Z Katz, Corine Reurts-Post, Ruud Vermeulen &amp; Leonard A Jason in Scientific Reports vol 10, no. 19933 (2020) Published online: 16 Nov 2020 [doi.org\/10.1080\/21641846.2020.1845287] &nbsp; &hellip; <a href=\"https:\/\/wames.org.uk\/cms-english\/a-hierarchical-logistic-regression-predicting-rapid-respiratory-rates-from-post-exertional-malaise\/\">Continue reading <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[1],"tags":[3049,4180,679,6349,6346,4614,584,585,2241,6347,681,6348],"class_list":["post-28863","post","type-post","status-publish","format-standard","hentry","category-news","tag-2-day-cpet","tag-ben-z-katz","tag-cardiopulmonary-exercise-tests","tag-corine-reurts-post","tag-hyperventilation","tag-joseph-cotler","tag-pem","tag-post-exertional-malaise","tag-prof-leonard-jason","tag-rapid-respiratory-rates","tag-rcw-vermeulen","tag-tachypnea"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p5qkYK-7vx","_links":{"self":[{"href":"https:\/\/wames.org.uk\/cms-english\/wp-json\/wp\/v2\/posts\/28863","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wames.org.uk\/cms-english\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wames.org.uk\/cms-english\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wames.org.uk\/cms-english\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/wames.org.uk\/cms-english\/wp-json\/wp\/v2\/comments?post=28863"}],"version-history":[{"count":3,"href":"https:\/\/wames.org.uk\/cms-english\/wp-json\/wp\/v2\/posts\/28863\/revisions"}],"predecessor-version":[{"id":28907,"href":"https:\/\/wames.org.uk\/cms-english\/wp-json\/wp\/v2\/posts\/28863\/revisions\/28907"}],"wp:attachment":[{"href":"https:\/\/wames.org.uk\/cms-english\/wp-json\/wp\/v2\/media?parent=28863"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wames.org.uk\/cms-english\/wp-json\/wp\/v2\/categories?post=28863"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wames.org.uk\/cms-english\/wp-json\/wp\/v2\/tags?post=28863"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}