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Pre-diabetic patients with severe obstructive sleep apnea: novel parameters of hypoxia during sleep correlate with insulin resistance
Obstructive sleep apnea (OSA) is an increasingly prevalent sleep disorder with estimated prevalence of moderate to severe sleep apnea ranging between 6-13% in the adult population. Nocturnal intermittent hypoxia has been associated with an increased risk of developing type 2 diabetes and insulin res...
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description | Obstructive sleep apnea (OSA) is an increasingly prevalent sleep disorder with estimated prevalence of moderate to severe sleep apnea ranging between 6-13% in the adult population. Nocturnal intermittent hypoxia has been associated with an increased risk of developing type 2 diabetes and insulin resistance (IR). The existing indices of hypoxia, used in polysomnography (PSG), cannot express accurately the influence of the mild desaturations precisely during sleep. In the present study, 73 subjects without other comorbidities were examined by PSG. Hypoxia parameters were analyzed, in the intervals with low values of SpO 2 signal. The thresholds were set at 94% and 92% and the average value (M) of the SpO 2 signal, in areas below thresholds, were calculated. The desaturations were analyzed together with their duration within the recording in terms of SpO 2 signal parameters. Blood samples were taken for biochemical analysis. A total of 50 subjects were diagnosed with OSAS with mean AHI of 56.11±27.70/h and 23 subjects had no sleep apnea with mean AHI of 3.47±0.6/h. The amount of desaturations was significantly correlated with insulin levels (r=0.301, p=0.034) and the percentage of desaturation events (Dev) that were longer than 6 points (2 sec) (r=0.301, p=0.034). In addition, mean duration of desaturations was significantly correlated with IR as expressed by HOMA index (r=0.289, p=0.047), as well as with total duration of desaturation of SpO 2 (r=0.322, p =0.025) and percentage of Dev that were long than 6 points (2 sec) (r=0.292, p=0.044). A strong correlation was also revealed between total duration of desaturations and fasting glucose (r=0.887, p=0.000). Results suggest that hypoxia parameters derived from SpO 2 signal analysis, are strongly correlated with IR and fasting glucose levels, implying a role of hypoxia in the pathogenesis of diabetes. |
doi_str_mv | 10.1109/EMBC.2019.8857457 |
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Nocturnal intermittent hypoxia has been associated with an increased risk of developing type 2 diabetes and insulin resistance (IR). The existing indices of hypoxia, used in polysomnography (PSG), cannot express accurately the influence of the mild desaturations precisely during sleep. In the present study, 73 subjects without other comorbidities were examined by PSG. Hypoxia parameters were analyzed, in the intervals with low values of SpO 2 signal. The thresholds were set at 94% and 92% and the average value (M) of the SpO 2 signal, in areas below thresholds, were calculated. The desaturations were analyzed together with their duration within the recording in terms of SpO 2 signal parameters. Blood samples were taken for biochemical analysis. A total of 50 subjects were diagnosed with OSAS with mean AHI of 56.11±27.70/h and 23 subjects had no sleep apnea with mean AHI of 3.47±0.6/h. The amount of desaturations was significantly correlated with insulin levels (r=0.301, p=0.034) and the percentage of desaturation events (Dev) that were longer than 6 points (2 sec) (r=0.301, p=0.034). In addition, mean duration of desaturations was significantly correlated with IR as expressed by HOMA index (r=0.289, p=0.047), as well as with total duration of desaturation of SpO 2 (r=0.322, p =0.025) and percentage of Dev that were long than 6 points (2 sec) (r=0.292, p=0.044). A strong correlation was also revealed between total duration of desaturations and fasting glucose (r=0.887, p=0.000). Results suggest that hypoxia parameters derived from SpO 2 signal analysis, are strongly correlated with IR and fasting glucose levels, implying a role of hypoxia in the pathogenesis of diabetes.</description><identifier>EISSN: 1558-4615</identifier><identifier>EISSN: 2694-0604</identifier><identifier>EISBN: 9781538613115</identifier><identifier>EISBN: 1538613115</identifier><identifier>DOI: 10.1109/EMBC.2019.8857457</identifier><language>eng</language><publisher>IEEE</publisher><subject>Correlation ; Diabetes ; Indexes ; Insulin ; Obesity ; Sleep apnea ; Sugar</subject><ispartof>2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019, Vol.2019, p.5002-5005</ispartof><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>309,310,314,780,784,27924,27925</link.rule.ids></links><search><creatorcontrib>Perantoni, E.</creatorcontrib><creatorcontrib>Filos, D.</creatorcontrib><creatorcontrib>Archontogeorgis, K.</creatorcontrib><creatorcontrib>Steiropoulos, P.</creatorcontrib><creatorcontrib>Chouvarda, I.C.</creatorcontrib><title>Pre-diabetic patients with severe obstructive sleep apnea: novel parameters of hypoxia during sleep correlate with insulin resistance</title><title>2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)</title><addtitle>EMBC</addtitle><description>Obstructive sleep apnea (OSA) is an increasingly prevalent sleep disorder with estimated prevalence of moderate to severe sleep apnea ranging between 6-13% in the adult population. Nocturnal intermittent hypoxia has been associated with an increased risk of developing type 2 diabetes and insulin resistance (IR). The existing indices of hypoxia, used in polysomnography (PSG), cannot express accurately the influence of the mild desaturations precisely during sleep. In the present study, 73 subjects without other comorbidities were examined by PSG. Hypoxia parameters were analyzed, in the intervals with low values of SpO 2 signal. The thresholds were set at 94% and 92% and the average value (M) of the SpO 2 signal, in areas below thresholds, were calculated. The desaturations were analyzed together with their duration within the recording in terms of SpO 2 signal parameters. Blood samples were taken for biochemical analysis. A total of 50 subjects were diagnosed with OSAS with mean AHI of 56.11±27.70/h and 23 subjects had no sleep apnea with mean AHI of 3.47±0.6/h. The amount of desaturations was significantly correlated with insulin levels (r=0.301, p=0.034) and the percentage of desaturation events (Dev) that were longer than 6 points (2 sec) (r=0.301, p=0.034). In addition, mean duration of desaturations was significantly correlated with IR as expressed by HOMA index (r=0.289, p=0.047), as well as with total duration of desaturation of SpO 2 (r=0.322, p =0.025) and percentage of Dev that were long than 6 points (2 sec) (r=0.292, p=0.044). A strong correlation was also revealed between total duration of desaturations and fasting glucose (r=0.887, p=0.000). Results suggest that hypoxia parameters derived from SpO 2 signal analysis, are strongly correlated with IR and fasting glucose levels, implying a role of hypoxia in the pathogenesis of diabetes.</description><subject>Correlation</subject><subject>Diabetes</subject><subject>Indexes</subject><subject>Insulin</subject><subject>Obesity</subject><subject>Sleep apnea</subject><subject>Sugar</subject><issn>1558-4615</issn><issn>2694-0604</issn><isbn>9781538613115</isbn><isbn>1538613115</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2019</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><recordid>eNotkLtOwzAYhQ0SEqX0ARCLR5YUX-LEZoOqXKQiGGCOHPs3NUqdYDsFHoD3plI7neU7n3QOQheUzCkl6nr5fLeYM0LVXEpRl6I-QjNVSyq4rCinVByjCRVCFmVFxSk6S-mTEEaIoBP09xqhsF63kL3Bg84eQk742-c1TrCFCLhvU46jyX4LOHUAA9ZDAH2DQ7-FbteJegMZYsK9w-vfof_xGtsx-vBx4E0fI3Q6w97rQxo7H3CE5FPWwcA5OnG6SzA75BS93y_fFo_F6uXhaXG7KjwTKheWWSaMgsooR-hug7Ktrp1U1nLlNANFTM1JWTtua1Ma65gEoishacuMoXyKrvbeIfZfI6TcbHwy0HU6QD-mhvGSVkyqUu7Qyz3qAaAZot_o-NscDub_O09y1A</recordid><startdate>20190701</startdate><enddate>20190701</enddate><creator>Perantoni, E.</creator><creator>Filos, D.</creator><creator>Archontogeorgis, K.</creator><creator>Steiropoulos, P.</creator><creator>Chouvarda, I.C.</creator><general>IEEE</general><scope>6IE</scope><scope>6IH</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIO</scope><scope>7X8</scope></search><sort><creationdate>20190701</creationdate><title>Pre-diabetic patients with severe obstructive sleep apnea: novel parameters of hypoxia during sleep correlate with insulin resistance</title><author>Perantoni, E. ; Filos, D. ; Archontogeorgis, K. ; Steiropoulos, P. ; Chouvarda, I.C.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i259t-d2d25c9e6c9f010029dba7f89dd39fa2e90c73047f3d7c4cdf28e0a6581b2cc13</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Correlation</topic><topic>Diabetes</topic><topic>Indexes</topic><topic>Insulin</topic><topic>Obesity</topic><topic>Sleep apnea</topic><topic>Sugar</topic><toplevel>online_resources</toplevel><creatorcontrib>Perantoni, E.</creatorcontrib><creatorcontrib>Filos, D.</creatorcontrib><creatorcontrib>Archontogeorgis, K.</creatorcontrib><creatorcontrib>Steiropoulos, P.</creatorcontrib><creatorcontrib>Chouvarda, I.C.</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan (POP) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE Xplore</collection><collection>IEEE Proceedings Order Plans (POP) 1998-present</collection><collection>MEDLINE - Academic</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Perantoni, E.</au><au>Filos, D.</au><au>Archontogeorgis, K.</au><au>Steiropoulos, P.</au><au>Chouvarda, I.C.</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>Pre-diabetic patients with severe obstructive sleep apnea: novel parameters of hypoxia during sleep correlate with insulin resistance</atitle><btitle>2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)</btitle><stitle>EMBC</stitle><date>2019-07-01</date><risdate>2019</risdate><volume>2019</volume><spage>5002</spage><epage>5005</epage><pages>5002-5005</pages><eissn>1558-4615</eissn><eissn>2694-0604</eissn><eisbn>9781538613115</eisbn><eisbn>1538613115</eisbn><abstract>Obstructive sleep apnea (OSA) is an increasingly prevalent sleep disorder with estimated prevalence of moderate to severe sleep apnea ranging between 6-13% in the adult population. Nocturnal intermittent hypoxia has been associated with an increased risk of developing type 2 diabetes and insulin resistance (IR). The existing indices of hypoxia, used in polysomnography (PSG), cannot express accurately the influence of the mild desaturations precisely during sleep. In the present study, 73 subjects without other comorbidities were examined by PSG. Hypoxia parameters were analyzed, in the intervals with low values of SpO 2 signal. The thresholds were set at 94% and 92% and the average value (M) of the SpO 2 signal, in areas below thresholds, were calculated. The desaturations were analyzed together with their duration within the recording in terms of SpO 2 signal parameters. Blood samples were taken for biochemical analysis. A total of 50 subjects were diagnosed with OSAS with mean AHI of 56.11±27.70/h and 23 subjects had no sleep apnea with mean AHI of 3.47±0.6/h. The amount of desaturations was significantly correlated with insulin levels (r=0.301, p=0.034) and the percentage of desaturation events (Dev) that were longer than 6 points (2 sec) (r=0.301, p=0.034). In addition, mean duration of desaturations was significantly correlated with IR as expressed by HOMA index (r=0.289, p=0.047), as well as with total duration of desaturation of SpO 2 (r=0.322, p =0.025) and percentage of Dev that were long than 6 points (2 sec) (r=0.292, p=0.044). A strong correlation was also revealed between total duration of desaturations and fasting glucose (r=0.887, p=0.000). Results suggest that hypoxia parameters derived from SpO 2 signal analysis, are strongly correlated with IR and fasting glucose levels, implying a role of hypoxia in the pathogenesis of diabetes.</abstract><pub>IEEE</pub><doi>10.1109/EMBC.2019.8857457</doi><tpages>4</tpages></addata></record> |
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subjects | Correlation Diabetes Indexes Insulin Obesity Sleep apnea Sugar |
title | Pre-diabetic patients with severe obstructive sleep apnea: novel parameters of hypoxia during sleep correlate with insulin resistance |
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