| Literature DB >> 26604837 |
Karin Gardner Johnson1, Douglas Clark Johnson1.
Abstract
Many types of positive airway pressure (PAP) devices are used to treat sleep-disordered breathing including obstructive sleep apnea, central sleep apnea, and sleep-related hypoventilation. These include continuous PAP, autoadjusting CPAP, bilevel PAP, adaptive servoventilation, and volume-assured pressure support. Noninvasive PAP has significant leak by design, which these devices adjust for in different manners. Algorithms to provide pressure, detect events, and respond to events vary greatly between the types of devices, and vary among the same category between companies and different models by the same company. Many devices include features designed to improve effectiveness and patient comfort. Data collection systems can track compliance, pressure, leak, and efficacy. Understanding how each device works allows the clinician to better select the best device and settings for a given patient. This paper reviews PAP devices, including their algorithms, settings, and features.Entities:
Keywords: ASV; AVAPS; BiPAP; CPAP; iVAPS; instrumentation; positive pressure respiration; treatment algorithm
Year: 2015 PMID: 26604837 PMCID: PMC4629962 DOI: 10.2147/MDER.S70062
Source DB: PubMed Journal: Med Devices (Auckl) ISSN: 1179-1470
ResMed’s fuzzy logic for phase determination
| Flow | Rate of change | Fuzzy phase |
|---|---|---|
| Zero | Increasing | Start inspiration |
| Small positive | Increasing slowly | Early inspiration |
| Large positive | Steady | Peak inspiration |
| Small positive | Decreasing slowly | Late inspiration |
| Zero | Decreasing fast | Start expiration |
| Small negative | Decreasing slowly | Early expiration |
| Large negative | Steady | Peak expiration |
| Small negative | Increasing slowly | Late expiration |
| Zero | Steady | Expiratory phase |
AutoCPAP algorithms
| Device | ResMed S8/S9/S10 AutoSet | ResMed S10 AutoSet for Her | Respironics System One REMstar Auto | DeVilbiss IntelliPAP AutoAdjust | DeVilbiss IntelliPAP AutoAdjust 2 |
|---|---|---|---|---|---|
| Sampling rate | 50 Hz. | 50 Hz. | 125 Hz. | 205 Hz. | 250 Hz. |
| Ventilation measure | RMS of the variance of moving average scaled low-pass-filtered absolute value of respiratory flow. | RMS of the variance of moving average scaled low-pass-filtered absolute value of respiratory flow. | WPF of 20%–80% of inspiratory volume. | Scaled amplitude. | RMS of filtered flow. |
| A/H flow comparison | Prior 1 min RMS moving average. | Prior 1 min RMS moving average. | Average of 80th–90th percentile WPFs of prior 4 min moving average. | Prior 5 min scaled flow amplitude. | 3 min including time before and after event RMS moving average |
| Apnea detection | 2 s RMS moving average <25% for 10 s. | 2 s RMS moving average <25% for 10 s. | WPF per breath <20% for 10 s, terminating with breath >30%. | Recent 1 min with flow amplitude <10% for 10 s (or set 0%–20% for 6–150 s). | 4 s RMS moving average <10% for 10 s. |
| Non-OA detection | S8: None | 1 cm 4 Hz FOT with mixed apnea detection. | Pressure pulse few seconds into apnea but if larger than expected breath at end of apnea, event is defined as obstructive. | <5% for 10 s | Modulating 0.07 cm 3.5–4.5 Hz micro-oscillation throughout apnea. |
| Hypopnea detection | S8: 12 s RMS scaled average 25%–50% for 10 s. | 12 s RMS scaled average 25%–50% for 10 s with at least 1 obstructed breath. | 20%–60% for 10 s and ending either with terminating breath over 75% of recent WPF or at 60 s | 10%–50% for 10 s (adjustable to 30%–70% for 6–150 s). | RMS average 10%–40% default (adjustable to 30%–50%) for 10 s. |
| Flow limitation detection | S8: mid-inspiration flatness S9–S10: breath-by-breath flow limitation index from breath shape index, RMS flatness index, and ventilation change and breath duty cycle. | Breath-by-breath flow limitation index from breath shape index, RMS flatness index, and ventilation change and breath duty cycle. | 4 breath average of roundness, skewness, and flatness indices and weighted peak inspiratory airflow. | NA | Flow limitation index based on average of 12 s of breath-by breath-flatness of mid inspiration. Index scored as none, mild, moderate, and severe. |
| Other events detection | S9–S10: unknown apnea – apnea with leak >30 L/min. | Undetermined apnea – apnea with leak >30 L/min. | 1. Hypoventilation – 5 consecutive breaths with mean ventilation <40% 2. Variable breathing – standard deviation/adjusted mean flow over 4 min window above threshold. | Report expiratory puff index number of expiratory puffs per hour. | Expiratory puff index based on strings of several breaths scored as none, mild, moderate, and severe. |
| OA/hypopnea response | Increases pressure based on current pressure every 10 s of apnea: increment max 3 when pressure is 4. Increment drops linearly down to 0.5 when pressure is 20. S8: no increase above 10. | Increases pressure based on current pressure every 10 s of apnea: increment max 2.5 when pressure is 4. Increment drops linearly down to 0.5 when pressure is 20. | If 2 apneas or 1 apnea/1 hypopnea or 2 hypopneas-increases by 1 and holds for 30 s. NRAH logic limits max pressure to 11 or 3 higher than preapnea baseline. If more apneas within 8 min decrease pressure by 2/15 min down to 1 over level that prevents snore then holds pressure for 10 min. Pressure will continue to increase in response to 2 hypopneas. | Increases pressure 0.5/min if one event or 1 cm/min if 2 events are present on previous min. | Increases pressure 1/min for OA. If event is near end of min, response is delayed until following minute so centered moving window completes to allow event to be scored. Increases pressure 0.5/min if hypopnea with 1 other event in 6 min window or 1/min if hypopnea with >1 events in 6 min window. |
| Flow limitation response | S8: increment max 0.45/breath. Lower increment if high leak or as pressure increases further above 10; S9: uses 3 breath average FL index. Increment typically around 0.6/breath for severely flow limited breaths. Lower increment if lower FL index, high leak or as pressure increases further above 15; S10: increment max 0.6/breath otherwise same as S9. | Uses single breath FL index: increment max 0.5/breath for severely flow limited breaths. Lower increment if lower FL index, high leak or as pressure increases further above 10. | Pressure increases by 0.5/min in response to FL. Intermittent upward scans by 1.5 over 3 min to see if improvement in FL then deceases if no improvement. If pressure not held by snore, A/H, or VB logic, then enters testing protocol which collects 3–5 min data, then downward search sequence for Pcrit begins ramping down 0.5/min until Pmin as long as no worsening in FL. If worsening, Pcrit is set, and pressure quickly increases by 1.5 and held for 10 min. Then Popt search increases pressure by 0.5/min for at least 2.5 min to test if FL improve, worsen, or stay the same. If improvement, continues 0.5/min pressure increase; if no improvement pressure decreases by 1.5 and sets Popt and holds for 10 min. FL or other events end all holds. | NA | 0.5/min for moderate–severe flow limitation index as long as there has been an obstructive apnea or hypopnea within the past 8 min. No response if high leak or high expiratory puffs. |
| Vibratory snore response | S8–S9: increment max 1/breath. Lower increment if snore is less severe, high leak or as pressure increases further above 10 S10: increment max 0.6/breath for a loud snore otherwise same as S9. | Increment max 0.5/breath. Lower increment if snore is less severe, high leak or as pressure increases further above 10. | If 3 snores within 30 s from each other, increase 1 over 15 s then hold for 1 min with higher snore threshold at higher pressures. | 1/min for 3 snores per 6 min window. | 0.5/min for moderate–severe snore with no response if high leak or expiratory puffs. |
| Other pressure changes | S8: gradual decrease to Pmin over 20 min after apnea or over 10 min after FL or snoring event as soon as breathing is stable. | Gradual decrease to Pmin over 40 min after apnea, over 20 min after snore, and over 60 min after flow limitation as soon as breathing is stable. | 1. If high variable breathing is noted, then if recent (5 min) pressure was stable then pressure stays same, if recent pressure decrease then increases by 0.5/min up to 2, and if recent pressure increase then decreases by 0.5/min up to 2. | Decreases 0.6 every 6 min until either lowest pressure or events occur. If high expiratory puffs, no response for 1–2 min. | Decides whether to decrease every min. If no events in 1 min period, small decrease of <0.1/min. |
| High leak detection | 95th percentile leak >24 L/min. | 95th percentile leak >24 L/min | Leak level exceeds flow limit for a given pressure | 95 L/min. | 95 L/min or expected leak for given CPAP level. |
| Ramp | S8–S9: 0–45 min ramp S10: fixed 0–45 min ramp or AutoRamp starts ramping when sleep onset is inferred. | 0–45 min ramp or AutoRamp starts ramping when sleep onset is inferred. | Smart ramp increases faster if obstructive events or FL occur. | 0–45 min ramp. | 0–45 min ramp. |
| Pressure relief | Off or 1–3 cm H2O. | Off or 1–3 cm H2O. | Off or 1–3. | Off or 1–3 cm H2O. | Off or 1–3 cm H2O. |
Note: All pressures in cm ·H2O.
Abbreviations: A/H, apnea/hypopnea; AutoCPAP, auto-adjusting continuous positive airway pressure; CPAP, continuous positive airway pressure; FL, flow limitation; FOT, forced oscillation technique; Hz, hertz; max, maximum; min, minute; NA, not applicable; NRAH, nonresponse apnea hypopnea logic; OA, obstructive apnea; Pcrit, critical pressure; Pmin, minimum pressure; Popt, optimal pressure; RMS, root mean square; s, second; VB, variable breathing; WPF, weighted peak flow.
Suggested PAP settings
| Setting | Normal | COPD | Restrictive/neuromuscular |
|---|---|---|---|
| Ti | 0.3–2.0 s | 0.3–1.0 s | 0.8–1.5 s |
| Rise time | 300 ms | 150 ms | 300 ms |
| Trigger | Medium | Medium | High |
| Cycle | Medium | High | Low |
Abbreviations: COPD, chronic obstructive pulmonary disease; PAP, positive airway pressure; Ti, inspiration time; s, second.
Figure 1Rise time.
Figure 2Trigger and cycle sensitivities.
SV algorithms
| Device | ResMed ASV and ASVAuto | Respironics BiPAP AutoSV Advanced |
|---|---|---|
| Target | 90% of average recent scaled low-pass-filtered absolute value of respiratory flow (an indication of ventilation) weighted toward last 3 min. | If no SDB, 95% of mean inspiratory peak flow over the last 4 min If SDB, 60th percentile of inspiratory peak flow values over the last 4 min. |
| Cycle | Cycle phase by fuzzy logic based on direction and rate of flow. | Average cycle length and midpoint based on previous breaths. |
| EPAP adjustments | ASV – fixed EPAP. ASVAuto–adjusts with AutoSet algorithm with apnea defined as MV <25% baseline for 10 s and hypopneas as MV,50% of baseline for 10 s. | EPAPmin and EPAPmax – pressure testing mode like AutoCPAP (increase once in every 15 s, if at least two obstructive events). |
| PS adjustments | PS adjustments are made every 8/50th of a second throughout inspiration inspiration based on difference of flow from expected flow to achieve a goal ventilation with smooth waveform. During apneic periods, PS gradually increases with subsequent breaths to a maximum of ten. Limited by PSmin and PSmax. | Current breath’s starting PS based on prior breath’s PS and how far previous breath was from target volume with gain determined from the PS needed to reach a volume during the last 30 breaths. Intrabreath adjustment of PS based on flow just prior to half point of inspiratory cycle if expected volume differs from target volume. Limited by PSmin and PSmax. |
| Rate | Auto rate starting at recent spontaneous rate adapting during apnea over several breaths to target rate of 15 bpm. | Fixed rate or Auto. Auto – first breath if no recent SDB = Ti +8 s; if recent SDB = Tbr +4 s; subsequent breaths = Tbr +4 s; Tbr = average time of 12 recent spontaneous breaths. |
| Waveform | Sharkfin “Easy Breathe” waveform. | Square wave with rise and Ti and pressure relief adjustments. |
| Options | Ramp. |
Note: All pressures in cm·H2O.
Abbreviations: SV, servoventilation; Auto, autoadjusting; EPAP, expiratory positive airway pressure; EPAPmax, maximum EPAP; EPAPmin, minimum EPAP; min, minute; MV, minute ventilation; PS, pressure support; PSmax, PS maximum; PSmin, PS minimum; SDB, sleep-disordered breathing; s, second; Tbr, breath time; Ti, inspiratory time.
VAPS algorithms
| Device | ResMed iVAPS | Respironics AVAPS and AVAPS-AE |
|---|---|---|
| Ventilation calculation | Scaled low-pass-filtered absolute value of respiratory flow. | From total flow minus leak flow over breathing cycle. |
| Target | Average set target alveolar ventilation; range 1–30 L/min. | Average set tidal volume over several breaths; range 200–1500 mL. |
| EPAP adjustments | Fixed EPAP. | AVAPS – fixed EPAP. |
| PS adjustments | Estimates expected ventilation using respiratory cycle position determined by fuzzy logic calculation adjusted for leak, rate of flow change and current pressure. If expected flow differs from target flow, PS adjustments are made every 8/50th second throughout inspiration to achieve goal ventilation with smooth transition. Limited by PSmin and PSmax. | Determines average PS provided over prior 2 min to achieve volume. If target volume differs from average recent ventilation (six breaths), PS for next breath is changed at rate of 1/min if recent stable breathing and 0.5/min if unstable breathing (AE model allows maximum rate of pressure change from 1/min to 5/min). Limited by PSmin and PSmax. |
| Inspiratory waveform | Parabolic pressure profile with Ti, trigger and cycle controls. | Square wave with Ti and rise time settings. |
| Backup rate | Intelligent backup shifts between two-third of set rate during spontaneous breathing and set rate during period of apnea. | Fixed or Autoset which is 2 bpm below average rate of recent six spontaneous breaths. |
| Other | Learn target setting. |
Note: All pressures in cm · H2O.
Abbreviations: EPAP, expiratory positive airway pressure; EPAPmin, EPAP minimum; iVAPS, intelligent volume-assured pressure support; AVAPS, average volume-assured pressure support; min, minute; PS, pressure support; PSmax, PS maximum; PSmin, PS minimum; Ti, inspiration time; VAPS, volume-assured pressure support.
Other PAP features
| Ramp | Ramp allows a gradual increase in pressure over a defined time range. Typically ramp times can be set from 0 min to 45 min and the starting pressure can be chosen with a default starting pressure of 4 cm · H2O. |
| Automatic start and turn off | Automatic start (ResMed SmartStart, DeVilbiss Auto On and Off) allows the patient to put on the mask and as soon as the machine senses changes in airflow (eg, over 0.2 L/s), the machine will turn on without pressing a button. If the machine senses very high airflow for a certain period of time (eg, 1.5 s) indicating mask is off or tube is disconnected the machine will automatically turn off. |
| Alarms | Some machines have alarms to indicate high leak. |
| Expiratory pressure relief | EPR (ResMed EPR, Respironics FLEX, DeVilbiss Smartflex) drops the pressure at the start of expiration to allow the patient to exhale easier. Generally, EPR is set from 0 to 3 with more pressure drop with higher setting. The setting does not necessarily correlate with cm ·H2O. The setting will not drop below 4 cm ·H2O. |
| Filters | Disposable or reusable filter is placed over the air intake to remove large particles from the air prior to entering the machine. |
Abbreviations: EPR, expiratory pressure relief; min, minute; PAP, positive air pressure; s, second.