4. Discussion
The participants were between 21 and 26 years old. There is a slight difference in the ages of the subjects at the different study sites because matching was not possible due to the small number of volunteers. However, according to previous studies, this difference in age does not significantly affect the results of the tests performed [
12]. (
Table 1)
On the other hand, the BMI assessment revealed that subjects residing at 5100 m presented higher values compared to the other groups studied (
Table 1). It is important to clarify that, although this population exhibits overweight conditions, this factor does not represent a variable that alters the final results of the cognitive assessment (MoCA) [
13]. The increased caloric consumption among the residents of La Rinconada is explained by the combination of low temperatures, which require a greater food intake as a compensatory mechanism, and the increase in income derived from mining activity [
14]. Likewise, their vulnerable socioeconomic situation drives the adoption of less healthy eating patterns, given the high price of foods with significant nutritional value [
14,
15].
Regarding relative humidity (RH), it increases with altitude of residence, registering the lowest values in Lima (154 m) (
Table 2). This phenomenon is attributed to hypoxemia-induced adrenergic activation, a finding that persists in permanent residents and natives of high altitudes [
16]. While it has been described that RH increases during acute exposure to altitude and then decreases to baseline values similar to those at sea level, although not completely, in the present study, where the subjects are permanent residents and mostly natives, a sustained gradual increase is observed. This suggests that adrenergic activation is not completely attenuated in native populations of high altitudes [
17].
Regarding cardiovascular function, stable HR values were observed among Lima, Arequipa, and Puno, but a significant increase was observed in residents of La Rinconada (
Table 2)
. Although previous studies suggest minimal variations in HR according to altitude of residence in all age groups, our results at the highest altitude indicate a distinct response [
18]. While it is described that in chronic hypoxia, heart rate returns to baseline values at sea level due to increased parasympathetic activity, which is associated with a reduced heart rate, the increase observed in La Rinconada suggests that high-altitude hypoxia produces sustained stimulation of the sympathetic nervous system. The severity of hypoxia at 5100 m could maintain predominant sympathetic over vagal activity, also explaining an increase in SBP in this group [
19,
20,
21]
. At the molecular level, this mechanism is associated with decreased Gs protein activity and increased Gi expression, which in turn activates adenylate cyclase and HR regulatory ion channels [
22].
On the other hand, our results demonstrate a gradual decrease in SpO2, falling from 98% to 82%, a phenomenon attributable to the lower barometric pressure [
23,
24] (
Figure 1). To determine the behavior of SpO2 according to altitude, a Generalized Additive Model (GAM) was applied using cubic splines (
Figure 2)
. The model (R² = 0.776, p < 0.001) demonstrated that the relationship between altitude and saturation is not strictly linear. It was observed that SpO2 decreases progressively, with the decline accelerating at higher elevations. These results allow for the establishment of more precise normative curves for different altitude populations, overcoming the limitations of previous linear models [
16,
17]. This physiological phenomenon corresponds to the progressive decrease in inspired oxygen pressure (PiO2) as altitude increases, with a strong linear relationship existing between hypoxia and SpO2 [
25]. Unlike in high respiratory rate (HR), in chronic hypoxia SpO2 remains persistently below baseline sea level values, a finding consistent with previous studies [
21]. It is important to note that at altitudes above 3,000 m a.s.l., where values are significantly lower, the 90% cutoff point may be less useful [
25].
Finally, regarding the red blood cell series, it was observed that Hb concentrations gradually increase with increasing altitude from 300 meters above sea level, reaching a mean of 19.47 g/dL in La Rinconada (
Figure 3)
. This finding coincides with previous reports where Hb increased from an altitude of 375 meters, suggesting that there is no absolute "safety threshold," but rather a continuous adaptive response [
26,
27]. This compensatory mechanism occurs because Hb concentrations are primarily regulated by the cellular oxygen-sensing mechanism involving the prolyl-hydroxylase-2–hypoxia-inducible factor-2 (HIF-2)–erythropoietin (EPO) axis [
28]. It should be noted that, although at moderate altitude the increase in Hb may be largely due to plasma volume contraction, in our study a robust and sustained increase proportional to the severity of hypoxia was observed [
29]. This massive erythropoietic response is characteristic of permanent residents exposed to extreme hypoxia, where red blood cell production exceeds fluid volume compensation. Furthermore, sex differences in hemoglobin levels persist at high altitude, influenced by the hormonal profile that modulates the sensitivity of the HIF-2/Epo axis [
27,
30].
Hemodynamic analysis revealed significant differences in SBP and MAP, indicating adequate tissue perfusion. These values were markedly elevated in the higher-altitude population, while DBP remained stable (
Table 2)
. The selective increase in SBP at extreme altitude is due to chronic sympathetic hyperactivity triggered by chemoreceptor stimulation in response to severe hypoxia. This is compounded by increased blood viscosity resulting from excessive erythrocytosis, which increases peripheral vascular resistance and forces the ventricle to generate a higher ejection pressure [
31,
32]. The elevated MAP indicates arterial stiffening and endothelial dysfunction due to reduced nitric oxide bioavailability in hypoxic environments, which could predispose individuals to major cardiovascular events in the long term [
33]. Finally, the lack of variation in DBP differs from current literature, which describes a predominance of isolated diastolic hypertension [
34]. This discrepancy could be explained by the young age range of our participants (21-26 years), who may retain sufficient vascular distensibility to buffer the increase in diastolic pressure despite hypoxic stress.
Assessment using the MoCA test revealed statistically significant differences in overall cognitive status among the cities studied. The city of Puno (3,800 m) showed the highest proportion of subjects without cognitive impairment, suggesting successful functional preservation, likely because the subjects are native to the area, while in La Rinconada, most are migrants from lower altitudes. In the population residing at 5,100 m, the proportion of healthy subjects dropped drastically to only 10%. Moderate and severe cognitive impairment was a finding exclusive to this population. (
Figure 4)
These results support the hypothesis that the relationship between altitude and cognitive function is not linear, but rather that there is a functional threshold beyond which brain adaptation mechanisms become insufficient, unlike the sensory system, which appears to maintain a degree of homeostasis [
35]. Evidence suggests that at moderate altitudes near 3,800 m, acclimatization processes allow for selective cognitive adaptation that attenuates overall decline, while chronic exposure to altitudes above 4,000–5,000 m appears to progressively exceed this adaptive capacity, increasing the risk of neurocognitive impairment [
36]. Consistent with this, it has been shown that even moderate hypobaric hypoxia can induce early functional alterations in visual cognitive processing, which are only partially compensated for, supporting the hypothesis of greater brain vulnerability to more severe or prolonged exposures [
37].
The unique pattern of moderate to severe impairment in La Rinconada can be pathophysiologically explained by the high prevalence of excessive erythrocytosis (Chronic Mountain Sickness) in this group (
Table 3). The marked elevation of hemoglobin levels, characteristic of this condition, increases blood viscosity and can paradoxically reduce cerebral perfusion and glucose delivery to neurons, a mechanism that has been directly correlated with deficits in executive function and psychomotor speed in Andean populations [
38,
39]. Furthermore, neuroimaging studies have shown that severe chronic hypoxia causes selective atrophy of gray matter in critical cortical areas, which could explain the greater clinical severity observed in residents of extreme altitudes compared to lower-altitude populations [
40].
When the results were stratified by sex according to altitude of residence and degree of cognitive impairment, distinct patterns were identified; however, statistical analysis did not reveal significant differences in the overall distribution between men and women within each city. In the sea level and Puno (3,800 m) groups, the proportion of subjects without cognitive impairment was higher in women, suggesting better cognitive preservation in women at these altitudes. However, this trend was reversed at intermediate and extreme altitudes, where the proportion of cognitively healthy subjects was slightly higher in men. At 5,100 m, mild cognitive impairment was markedly more prevalent in men, while moderate impairment showed the opposite trend, affecting a greater proportion of the female population. Severe cognitive impairment, although infrequent, was similarly distributed between both sexes. (
Table 3).
The observed variability between sexes in response to hypoxia can be explained by biological differences in acclimatization mechanisms (
Table 3)
. The trend toward better performance in women at moderate altitudes is consistent with studies describing greater female cognitive resilience associated with cerebral metabolic reserve, possibly modulated by female sex hormones, allowing them to compensate for the response to early brain damage or stress [
41]. Specifically, progesterone acts as a potent respiratory stimulant, increasing the hypoxic ventilatory response, which could improve arterial oxygen saturation and, consequently, increase cerebral oxygenation [
42].
Conversely, the high prevalence of mild cognitive impairment observed in men at 5,100 m could be related to their greater susceptibility to developing excessive erythrocytosis (
Table 3). In this regard, androgens, particularly testosterone, have been described as stimulating erythropoiesis, which, combined with severe hypoxia, increases blood viscosity and reduces cerebral blood flow, contributing to the greater cognitive vulnerability observed in men living at high altitude [
43].
Although classic literature maintains that young women of childbearing age have some protection against cognitive decline and excessive erythrocytosis, attributed mainly to progesterone-mediated ventilatory stimulation, our results at the extreme altitude of La Rinconada (5,100 m) revealed a different pattern [
44,
45]. In this context, young women showed a higher proportion of moderate cognitive impairment, associated with elevated Hb levels (18.80 g/dL) (
Figure 6). Given that the study population was between 20 and 30 years old, excluding the effect of menopause, these findings suggest a phenomenon of relative hemodynamic intolerance, in which an Hb concentration that might represent moderate adaptation in men constitutes, for young women, an extreme physiological deviation from their baseline (~12-14 g/dL) (
Table 1)
. Under conditions of severe hypoxia, the possible failure of protective hormonal mechanisms could expose the female cerebral microvasculature to disproportionate hyperviscosity stress, favoring greater cognitive vulnerability, a hypothesis consistent with recent observations in extreme altitude populations [
3].
Analysis of cognitive domains revealed a non-linear relationship with altitude: residents of intermediate altitudes (Arequipa and Puno) showed superior performance in visuospatial skills, attention, and language compared to sea level and extreme altitude (
Figure 5)
. However, the significant decline in executive function and attention observed at La Rinconada (5100 m) suggests the existence of a physiological "decompensation threshold" beyond which severe chronic hypoxia overcomes acclimatization mechanisms. While field studies typically report functional preservation due to acclimatization, our findings indicate that this adaptation is not maintained under conditions of sustained extreme hypoxia [
46].
Figure 5.
Detailed cognitive profile by MoCA domains according to city of residence. The average score obtained in seven cognitive domains is shown. The lines connect the averages across Lima, Arequipa, Puno, and La Rinconada, while the shaded areas represent the confidence interval or variability of the group.
Figure 5.
Detailed cognitive profile by MoCA domains according to city of residence. The average score obtained in seven cognitive domains is shown. The lines connect the averages across Lima, Arequipa, Puno, and La Rinconada, while the shaded areas represent the confidence interval or variability of the group.
Figure 6.
Distribution of hemoglobin levels (g/dL) according to cognitive function classification and sex (women: light green and men: blue). Numerical labels indicate the median hemoglobin for each MoCA category. Trend lines connect the medians to illustrate the relationship between the severity of cognitive impairment and hemoglobin levels.
Figure 6.
Distribution of hemoglobin levels (g/dL) according to cognitive function classification and sex (women: light green and men: blue). Numerical labels indicate the median hemoglobin for each MoCA category. Trend lines connect the medians to illustrate the relationship between the severity of cognitive impairment and hemoglobin levels.
This selective impairment observed in the highest city could be explained by at least two critical pathophysiological mechanisms described in recent literature (
Figure 4). First, the excessive erythrocytosis identified in our La Rinconada group (Hb > 19 g/dL) drastically increases blood viscosity; paradoxically, this reduces cerebral blood flow (CBF) and oxygen delivery to neuronal tissue, exacerbating cognitive deficits rather than compensating for them [
47,
48]. Second, chronic exposure to severe hypoxia has been linked to structural changes, specifically a reduction in gray matter volume in areas such as the prefrontal cortex and hippocampus, regions essential for executive control and memory that were affected in our high-altitude population [
40,
49].
The findings of this study are consistent with those of previous studies, as in inhabitants of high altitudes, decreased oxygen pressure reduces SpO2 and oxygen supply to the brain, a highly sensitive organ that consumes one-fifth of the total oxygen [
50]. This hypoxic stress affects advanced neurobehavioral functions, potentially leading to cognitive impairment, primarily impacting the hippocampus (the center of learning and memory) [
51,
52]. Key mechanisms include apoptosis and neuronal dysfunction, especially in the anoxia-sensitive CA1 region, exacerbated by oxidative stress and cellular damage [
53,
54,
55]. Alterations in energy metabolism and neurotransmitters exceed biological adaptation and could result in persistent cognitive deficits [
56].
The evaluation of the relationship between the MOCA score and EE revealed a significant clinical trend, despite marginal statistical significance (p=0.072). The EE group showed a markedly higher prevalence of mild and moderate cognitive impairment compared to the group without this condition (
Table 4). This finding is consistent with the pathophysiology of CMS, which is not defined solely by elevated Hb levels, but rather constitutes a multisystem syndrome that includes neurocognitive manifestations such as mental confusion, memory impairment, and slowed reaction times, resulting from chronic inefficient adaptation to hypobaric hypoxia [
3,
57,
58]. Furthermore, prolonged exposure to high altitude without adequate acclimatization has been described as inducing specific deficits in attention and executive function, which are exacerbated by low arterial oxygen saturation [
59].
Analysis of mean Hb values demonstrated a statistically significant linear association in which higher Hb levels were related to greater severity of cognitive impairment in both sexes (
Figure 6). While studies in the general population describe a U-shaped association where both anemia and high Hb are associated with a greater risk of cognitive decline and dementia at high altitude, the upper end of the curve appears to be the critical factor [
60,
61]. In permanent residents, excessive erythrocytosis is related to a prothrombotic state, characterized by blood hyperviscosity and accelerated coagulation [
62]. This phenomenon, according to our study conducted in La Rinconada, could explain why Hb is a powerful and linear predictor of cognitive impairment, thus diverging from the pattern documented in lowland areas.
Excessive Hb levels cause blood hyperviscosity, which paradoxically reduces cerebral blood flow and oxygen delivery to neuronal tissue, accelerating cognitive decline [
47,
63]. This mechanism is consistent with our linear regression analysis, where for each unit increase in Hb, the total MoCA score decreases by 0.59 points (
Figure 7), suggesting that the exaggerated erythropoietic response ceases to be adaptive and acquires a potential neurotoxic effect [
3,
64]. Furthermore, the pattern of cognitive decline varies by sex; the results show that women with moderate impairment reached Hb levels of 18.80 g/dL, representing a proportionally more drastic increase from their baseline compared to men (
Figure 6). Although there is evidence of estrogen's protective effect against chronic mountain sickness, recent neuroimaging studies in high-altitude populations indicate that women may be more susceptible to structural brain changes and cognitive deficits under conditions of chronic hypoxia compared to men, suggesting sex-differentiated brain adaptation mechanisms [
65,
66]. This reinforces the need to analyze risk thresholds in a stratified manner, as hormonal and vascular mechanisms differ significantly [
45].
Linear regression analysis demonstrated a highly significant positive association between SatO2 saturation and MoCA score. The coefficient of determination indicates that oxygenation influences the variability of cognitive performance, confirming that higher SatO2 levels are associated with better mental function (
Figure 8). Pathophysiologically, chronic hypoxia compromises neurotransmitter synthesis and affects the structural integrity of key areas such as the hippocampus and prefrontal cortex [
40,
49]. Consequently, oxygen desaturation acts as an independent predictor of impairment in memory and executive functions, suggesting that chronic hypoxia at high altitude serves as a pathophysiological model for structural and functional brain alterations similar to those observed in brain aging and neurodegenerative diseases [
67].
Additionally, a comparative analysis of sleep quality across cities revealed a clear gradient: sleep quality worsens with increasing altitude, reaching 88.0% poor quality in La Rinconada, the highest altitude evaluated (
Table 5). At high altitudes, low oxygen pressure induces instability in ventilatory control, generating what is known as "periodic breathing" or Cheyne-Stokes respiration during the night, characterized by cycles of hyperventilation followed by central apneas [
68]. These apneas cause constant micro-arousals that fragment sleep and drastically reduce the deep sleep phase, resulting in a subjective perception of insufficient rest [
69].
Comparative studies have shown that native highland residents have a significantly higher prevalence of central sleep apnea (77% vs 54%) compared to lowland inhabitants, which explains the significant difference found between our lower and higher altitude sites [
70].
The finding that there is no significant difference in sleep quality between subjects with and without EE (
Table 6) is consistent with the specialized literature. Previous research on CMS has reported that the severity of clinical symptoms (including sleep disturbances) does not always correlate with Hb levels, but is more closely linked to oxygen desaturation and overall health status [
71]. Specifically in La Rinconada, recent studies from Expedition 5300 confirm that nocturnal hypoxemia is severe and widespread, affecting both subjects with and without erythrocytosis [
72].
Statistical analysis did not demonstrate a significant association between subjective sleep quality and the degree of cognitive impairment (
Table 7). A widespread prevalence of "poor sleep quality" was observed across all groups, affecting even 76% of subjects without cognitive impairment (
Table 5). This suggests a strong influence of altitude; chronic hypobaric hypoxia universally alters sleep architecture in high-altitude populations (prolonged sleep latency and micro-arousals), making poor sleep quality a constant of the environment rather than a specific predictor of dementia [
69]. Consequently, cognitive impairment in this population appears to be driven by direct tissue hypoxemia and neuronal oxidative stress, rather than by the subjective perception of insufficient rest [
59].