1. Introduction
Wearable sensors can provide athletes, coaches, patients and physicians with useful physiological data, e.g., on the actual cardiovascular and respiratory stress of the individual [1,2,3]. Such information may be gathered by continuous or spot measurements depending on specific objectives. For example, the monitoring of bio-vital markers like heart rate and peripheral oxygen saturation has become a standard of patient care [4] but is also frequently applied by people visiting high altitudes for sight-seeing, trekking, skiing or climbing [5,6]. Simple and inexpensive devices, finger pulse oximeters, are widely used to monitor physiological responses to high-altitude exposure, the progress of acclimatization, and/or the potential development of high-altitude related diseases [7,8,9]. Although there is increasing evidence for the usefulness of pulse oximetry at high altitude some controversy remains [10,11]. This is largely due to differences in individual preconditions, different evaluation purposes, different measurement methods, not considering limitations of devices in certain conditions, the use of different devices, and the lacking ability to interpret data correctly [12].
2. Basic Principles of Functioning, Most Relevant Pitfalls and Possible Countermeasures for Pulse Oximetry Particularly Concerning Healthy People Going to High Altitudes
The introduction of pulse oximetry represents one of the most important technological advances in medicine, permitting to continuously, non-invasively and simultaneously monitor SpO2 of hemoglobin in the arterial blood and HR. These vital parameters provide exceptionally important information on well-being of the individual, e.g., patients in the hospital setting, in emergency situations at home or in the field, but also in people going to high altitudes.
Hemoglobin (Hb) is a prominent protein complex in erythrocytes. Based on its ability to bind oxygen (O
2) it is essential for the transport of O
2 from the alveoli to tissues. Hb exists in two forms: (1) the deoxyhemoglobin (HHb) without attached O
2 and (2) the oxyhemoglobin (O
2Hb) with bound O
2 molecules. O
2 molecules change the light absorption of Hb at specific wave lengths [
6,
13].
This effect can be observed even under normal light conditions since well oxygenated (arterial) blood with high O
2Hb concentration exhibits a bright red staining, while venous (deoxygenated) blood appears dark red for the eye. Pulse oximetry makes advantage of this optical effect of diverging light absorption of Hb and utilizing red light at wavelength of 660nm and near-infrared (IR) light at 940 nm to estimate SpO
2. The distinct feature of these two wavelengths is that red light is more strongly absorbed by HHb than by O
2Hb, whereas infrared light exhibits the opposite characteristic (see ). For both wavelengths, the absorption during systole (
AAC) and diastole (
ADC) is measured and the modulation ratio
R is calculated, where
R is expressed as:
Figure 2. Light absorption spectrum of deoxyhemoglobin (HHb) and oxyhemoglobin (O
2Hb). Different absorption for HHb and O
2Hb at red light (660 nm) compared to infrared light (940 nm) is visible. (This Figure is based on data from Prahl, 1998 [
20]).
Based on a comparison of
R to an empirically generated calibration curve, the SpO
2 value is estimated [
13,
14,
15]. The data for this calibration curve was acquired from adult healthy volunteers and includes saturation values from 70% to 100% [
12,
13,
15,
16,
17]. By utilizing multiple wavelengths, selected instruments are also capable of determining the most important dyshemoglobins—carboxyhemoglobin (SpCO) and methemoglobin (SpMet)—in addition to oxy- and deoxyhemoglobin [
14,
18,
19].
Sensors commonly used in pulse oximetry can be categorized into two types, according to the measurement method: (1) Transmission sensors, where the emitter and receiver are placed opposite to each other and the light passes through the tissue (e.g., finger- or earlobe sensors), and (2) reflection sensors, where the emitter and receiver are placed next to each other and the backscattered light is analyzed (e.g., forehead- or wrist sensors) [
14]. Because of the easy-to-use and wide clinical acceptance, pulse oximetry has become a well-established indirect method for continuous and noninvasive monitoring of blood oxygenation [
21]. By default, medical pulse oximeters comply with the international standard for pulse oximeter manufacture ISO 80601-2-61 and must maintain high accuracy (average root mean square error A
rms ≤ 4%) in SpO
2 reading within the range of 70–100% when compared to arterial oxygen saturation (SaO
2) obtained from arterial blood gas (ABG) analysis. The FDA recommends A
rms values of ≤3.0% for transmission sensors and ≤3.5% for ear clip and reflectance sensors [
22]. This also implies that not each oximeter would provide exactly the same reading if theoretically measured in the same individual, at the same time and at the same location. However, the variance should be within the limits specified. Assuming faultless handling of the instrument, these variations are attributable to technical variations, e.g., different signal averaging times, incorrect calibration or differences in the number and precision of wavelengths used [
23]. Devices for non-medical use not conforming to this ISO standard may have larger deviations in SpO
2 readings. There exist a limited number of studies comparing reasonably priced commercially available handheld devices to medical-standard-devices. These studies indicate that “low-cost” handheld devices provide sufficiently accurate SpO
2 values in the range of about 90–100% compared to medical devices, however, below 90%, non-medical devices decrease in accuracy [
16,
24,
25,
26]. This property might be a drawback for measurements at high altitudes. Although, no explicit statement for the use of non-medical devices at high altitudes can be made based on these few studies. In general, there is a lack of data on the measurement accuracy of pulse oximeters at high altitudes comparing SpO
2 to SaO
2 obtained from ABG analysis. This complicates to identify devices that are appropriate for their usage at high altitudes without restrictions. However, certain parameters may require increased attention when the decision for a specific pulse oximeter has to be made: (1) accuracy, precision, and bias of the device [
12]; (2) environmental conditions such as maximum operating altitude respectively minimum air pressure or the minimum operating temperature; (3) the availability of advanced algorithms to reduce motion artifacts or the detection of low perfusion; (4) the selection of the sensor location, typically using the finger [
12,
15,
27,
28]—however, other common positions such as the forehead may be considered, in particular if the measurement is conducted during motion [
28,
29,
30]; (5) if required: the opportunity to sense carboxyhemoglobin and methemoglobin. In addition to the technical aspects, however, the measurement process itself becomes more error-prone with increasing altitude [
6,
12]. summarizes the most significant pitfalls that may lead to inaccurate SpO
2 readings and possible countermeasures particularly for healthy people visiting high altitudes. The application of standardized procedure by trained users can prevent incorrect measurements and data interpretation [
6,
12]. Unfortunately, there exists no uniform standard for measuring protocols at high altitudes but there are some specific recommendations available to minimize measurement uncertainties which largely coincides with the countermeasures listed in : (1) The test person should remain in a sitting position for about 5 min, (2) the measuring site (normally the finger) should be kept as warm as possible, e.g., by wearing gloves, (3) motions of the sensor should be prevented, (4) the sensor should be shielded from ambient light, (5) a trained and experienced examiner should perform the measurements, and (6) SpO
2 values should be monitored and averaged over a period of 2–3 min [
6,
12,
31]. Additionally, if the device offers the ability to display the pulse wave graphically, it should be ensured that it remains as stable as possible [
31]. In the following section, studies implementing a pulse oximeter to document the progress of acclimatization are illustrated.
Table 1. Most significant pitfalls and possible countermeasures for pulse oximetry particularly for healthy people at high altitudes.
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This entry is adapted from the peer-reviewed paper 10.3390/s21041263