Paul Robach’s research while affiliated with Grenoble Alpes University and other places

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Publications (146)


Novel Correlations Between Exhaled Breath Volatile Organic Compounds (VOCs) and Lung Function in Ultramarathon Runners: Insights From the 2019 Ultra-Trail du Month Blanc
  • Article

May 2025

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2 Reads

American Journal of Respiratory and Critical Care Medicine

H. Davies

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H. Chou

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A. Craster

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A. Khider

Long-Distance Trail Running Induces Inflammatory-Associated Protein, Lipid, and Purine Oxidation in Red Blood Cells

April 2025

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57 Reads

Ultra-endurance exercise places extreme physiological demands on oxygen transport, yet its impact on red blood cells (RBCs) remains underexplored. We conducted a multi-omics analysis of plasma and RBCs from endurance athletes before and after a 40-km trail race (MCC) and a 171-km ultramarathon (UTMB®). Ultra-running led to oxidative stress, metabolic shifts, and inflammation-driven RBC damage, including increased acylcarnitines, kynurenine accumulation, oxidative lipid and protein modifications, reduced RBC deformability, enhanced microparticle release, and decreased hematocrit – hallmarks of accelerated RBC aging and clearance. Post-race interleukin-6 strongly correlated with kynurenine elevation, mirroring inflammatory responses in severe infections. These findings challenge the assumption that RBC damage in endurance exercise is primarily mechanical, revealing systemic inflammation and metabolic remodeling as key drivers. This study underscores RBCs as both mediators and casualties of extreme exercise stress, with implications for optimizing athlete recovery, endurance training, and understanding inflammation-linked RBC dysfunction in clinical settings. Teaser Marathon running imparts molecular damage to red blood cells, the effects of which are exacerbated by increased distances of ultramarathons.


Hemoglobin Mass Determination: Exploring Carboxyhemoglobin Stability and Analyzer Interchangeability

March 2025

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61 Reads

Drug Testing and Analysis

Carbon monoxide (CO) rebreathing is frequently used to determine hemoglobin mass (Hbmass) during hypoxic or heat training and high-altitude research. Accurate and reliable carboxyhemoglobin (HbCO) determination is crucial for reliable Hbmass measurements. The aim was therefore to explore the stability of HbCO and interchangeability of two Radiometer analyzers in the determination of Hbmass. Twelve subjects performed a CO rebreathing test. Five capillary blood samples were taken before and after the CO rebreathing test and either analyzed immediately on site (three capillary tubes, Day 1, ABL 90) or stored at room temperature and sent to another laboratory for analysis 4-8 days later (two capillary tubes, ABL 825). Intraclass correlation coefficient (ICC) and relative typical error (TE) were calculated to compare both measurements. A paired sample t test was performed to detect potential differences between Day 1 (ABL 90) and Days 4-8 (ABL 825). A trivial mean difference was observed between the two measurements for ΔHbCO (0.05%, p = 0.01, d = -0.12) and Hbmass (7.7 g, p = 0.01, d = 0.10). High reliability (ICC > 0.98) and low TE (< 0.91%) were found for ΔHbCO and Hbmass. Immediate analysis with the same analyzer remains recommended despite trivial differences between measurements. However, when logistical issues (analyzer breakdown, extreme, and/or remote locations) do not allow optimal procedures, delayed analysis, potentially with a different analyzer, might be used as a viable alternative.


FIG. 1. Changes in ROTEM parameters in 10 lowlanders, after a 14-day sojourn at high altitude, in the different ROTEM assays. (A) Schematic illustration of a ROTEM trace (TEMOgram) with the explanations regarding the studied parameters and the different assays. (B) CT in EXTEM, (C) A20 in EXTEM, (D) CT in INTEM, (E) A20 in INTEM, (F) CT in FIBTEM, (G) A20 in FIBTEM. Boxplots represent the median with 25th and 75th percentiles (lower and upper hinges). Whiskers extend from the corresponding hinge to the highest or lowest value not further than 1.5 · interquartile range. For individual values, dots represent men and triangles represent women. The horizontal dotted lines represent the reference ranges established at sea level (Lang et al., 2005). **p < 0.01. In subpanel (F), sensibility analysis conducted ignoring the outlier paired value confirmed the statistical significance (p < 0.01).
FIG. 2. Changes in thrombin generation assay pattern and parameters in 10 lowlanders after a 14-day sojourn at high altitude. (A) Visual reconstruction of individual thrombin generation curves at low altitude (210 m, dashed lines) and high altitude (5,100 m, dotted lines) with mean curves at both altitudes (bold lines). (B) Lag time (minutes). (C) Time to peak (minutes). (D) Endogenous thrombin potential (nM·minutes). (E) Peak thrombin (nM). Column bar graphs represent mean values with standard deviations at each altitude, with individual values and variations (dots for men and triangles for women). * p < 0.05, ** p < 0.01, *** p < 0.001.
Plasma Levels of Clotting Factors and Inhibitors Measured at Low Altitude and at High Altitude after a 14-Day Sojourn at High Altitude
Acclimatized Lowlanders Exhibit a Hypocoagulable Profile after a Passive Ascent at High Altitude
  • Article
  • Full-text available

November 2024

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44 Reads

High Altitude Medicine & Biology

Background: Discordant results have been previously reported regarding the impact of high-altitude exposure on the coagulation. We aimed to investigate changes in coagulation parameters in lowlanders exposed to high altitude for 14 days using a combination of dynamic coagulation assays and conventional in vitro tests. Material and Methods: We assessed coagulation in 10 lowlanders using whole-blood rotational thromboelastometry (ROTEM), thrombin generation assay (TGA) on poor-platelet plasma, and conventional coagulation tests. Tests were performed at low altitude (LA, 210 m) and at the end of a 14-day sojourn at high altitude (HA), including passive ascents to 3,800m for 6 days and then to 5,100m for 8 days. Results: Conventional tests revealed significant changes in coagulation factors and inhibitors after HA exposure, although these changes remained within normal ranges. ROTEM assays demonstrated a delayed clot initiation in EXTEM/FIBTEM, without any alteration in clot firmness, in HA vs. LA (p<0.01). TGA changes showed an increase in time to peak (p<0.01), a decrease in endogenous thrombin potential (p<0.05) and a decrease in thrombin peak (p<0.001). Conclusions: We found no evidence of hypercoagulability in lowlanders after a 14-day sojourn at HA. In contrast, dynamic coagulation assays (ROTEM and TGA) revealed a hypocoagulable pattern.

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Experimental design of the study. RSH-VHL, repeated-sprint training with voluntary hypoventilation at low lung volume; EEBH, end-expiratory breath holding; RSN, repeated-sprint training with unrestricted breathing; rec, recovery; d, days.
Mean power output (MPO) expressed in watts (W, left panels) and in percentage of the reference MPO (MPOref, right panel) for each repetition of the repeated-sprint ability test before (Pre-), 5 days after (Post-1) and 12 days after (Post-2) the repeated-sprint training in hypoxia induced by voluntary hypoventilation at low lung volume (RSH-VHL, upper panels) and with unrestricted breathing (RSN, lower panels). T: ANOVA time effect (Pre-vs. Post-1 vs. Post-2); R: ANOVA repetition effect; I: ANOVA interaction effect. *, significant difference with the same sprint at Pre-; ‡, significant difference with the same sprint at Post-2; † significant difference with RSN for the same sprint at Post-1; p < 0.05.
Oxygen uptake ( V ˙ O 2 ) measured in each of the 25-s repetitions (upper panels) and recovery periods (lower panels) of the repeated-sprint ability test before (Pre-), 5 days after (Post-1) and 12 days after (Post-2) the repeated-sprint training with voluntary hypoventilation at low lung volume (RSH-VHL, left panels) and with unrestricted breathing (RSN, right panels). T: ANOVA time effect (Pre-vs. Post-1 vs. Post-2); R: ANOVA repetition effect; I: ANOVA interaction effect. Standard deviation is not included for more clarity.
Changes in the mean cerebral total haemoglobin concentration (Δ[THb]) and cerebral oxygenation (Δ[Hb]Diff) at the end of each repetition (upper four panels) and recovery period (lower four panels) of the repeated-sprint ability test before (Pre-), 5 days after (Post-1) and 12 days after (Post-2) the repeated-sprint training with voluntary hypoventilation at low lung volume (RSH-VHL, left panels) and with unrestricted breathing (RSN, right panels). T: ANOVA time effect (Pre-vs. Post-1 vs. Post-2); R: ANOVA repetition effect; I: ANOVA interaction effect. *, significant difference with the same sprint at Pre; ‡, significant difference with the same sprint at Post-2; p < 0.05. Standard deviation is not included for more clarity.
Changes in the mean muscle total haemoglobin/myoglobin concentration (Δ[THb/Mb] and muscle oxygenation (Δ[Hb/Mb]Diff at the end of each repetition (upper four panels) and recovery period (lower four panels) of the repeated-sprint ability test before (Pre-), 5 days after (Post-1) and 12 days after (Post-2) the repeated-sprint training with voluntary hypoventilation at low lung volume (RSH-VHL, left panels) and with unrestricted breathing (RSN, right panels). T: ANOVA time effect (Pre vs. Post-1 vs. Post-2); R: ANOVA repetition effect; I: ANOVA interaction effect. *, significant difference with the same sprint at Pre-; ‡, significant difference with the same sprint at Post-2; p < 0.05. Standard deviation is not included for more clarity.
Hypoventilation training including maximal end-expiratory breath holding improves the ability to repeat high-intensity efforts in elite judo athletes

September 2024

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326 Reads

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5 Citations

Purpose To investigate the effects of a repeated-sprint training in hypoxia induced by voluntary hypoventilation at low lung volume (RSH-VHL) including end-expiratory breath holding (EEBH) of maximal duration. Methods Over a 4-week period, twenty elite judo athletes (10 women and 10 men) were randomly split into two groups to perform 8 sessions of rowing repeated-sprint exercise either with RSH-VHL (each sprint with maximal EEBH) or with unrestricted breathing (RSN, 10-s sprints). Before (Pre-), 5 days after (Post-1) and 12 days after (Post-2) the last training session, participants completed a repeated-sprint ability (RSA) test on a rowing ergometer (8 × 25-s “all-out” repetitions interspersed with 25 s of passive recovery). Power output (PO), oxygen uptake, perceptual-motor capacity (turning off a traffic light with a predetermined code), cerebral (Δ[Hbdiff]) and muscle (Δ[Hb/Mb]diff) oxygenation, cerebral total haemoglobin concentration (Δ[THb]) and muscle total haemoglobin/myoglobin concentration (Δ[THb/Mb]) were measured during each RSA repetition and/or recovery period. Results From Pre-to Post-1 and Post-2, maximal PO, mean PO (MPO) of the first half of the test (repetitions 1–4), oxygen uptake, end-repetition cerebral Δ[Hbdiff] and Δ[THb], end-repetition muscle Δ[Hb/Mb]diff and Δ[THb/Mb] and perceptual-motor capacity remained unchanged in both groups. Conversely, MPO of the second half of the test (repetitions 5–8) was higher at Post-1 than at Pre-in RSH-VHL only (p < 0.01), resulting in a lower percentage decrement score over the entire RSA test (20.4% ± 6.5% vs. 23.9% ± 7.0%, p = 0.01). Furthermore, MPO (5–8) was greater in RSH-VHL than in RSN at Post-1 (p = 0.04). These performance results were accompanied by an increase in muscle Δ[THb/Mb] (p < 0.01) and a concomitant decrease in cerebral Δ[THb] (p < 0.01) during the recovery periods of the RSA test at Post-1 in RSH-VHL. Conclusion Four weeks of RSH-VHL including maximal EEBH improved the ability of elite judo athletes to repeat high-intensity efforts. The performance improvement, observed 5 days but not 12 days after training, may be due to enhanced muscle perfusion. The unchanged oxygen uptake and the decrease in cerebral regional blood volume observed at the same time suggest that a blood volume redistribution occurred after the RSH-VHL intervention to meet the increase in muscle perfusion.


Fig. 1: Effect of altitude on micro-and macrovascular function. Effect of the altitude of residence in healthy subjects on cutaneous vascular conductance during the initial peak (panel A) and plateau (panel B) of local thermal hyperemia, as well as on flow-mediated dilation (panel C) and shear rate area under the curve (panel D). List of abbreviations: CVC, cutaneous vascular conductance; FMD, flow-mediated dilation; SR AUC , shear rate area under the curve; LL, lowlanders living at sea level (0 m); HL-3800, healthy highlanders living at 3800 m; HL-5100/No CMS, healthy highlanders living at 5100 m. Data are expressed as Mean ± SD. An analysis of variance was used to detect any effect of altitude. These analyses were conducted on raw macrovascular data and on natural logarithm-transformed data for the microvascular function. Bonferroni corrected post-hoc analyses were used where required and indicated on the figure as follows: *, P < 0.05 vs. LL; $, P < 0.05 vs. HL-3800.
Fig. 2: Effect of CMS on micro-and macrovascular function. Effect of CMS in subjects living at 5,100 m on cutaneous vascular conductance during the Initial peak (panel A) and plateau (panel B) of local thermal hyperaemia, as well as on flow-mediated dilation (panel C) and shear rate area under the curve (panel D). List of abbreviations: CVC, cutaneous vascular conductance; FMD, flow-mediated dilation; SR AUC , shear rate area under the curve; CMS, Chronic Mountain Sickness; HL-5100/No CMS, healthy highlanders living at 5100 m; Mild CMS, highlanders with mild CMS at 5100 m; Mod/Sev CMS, highlanders with moderate to severe CMS at 5100 m. Data are expressed as Mean ± SD. An analysis of variance was used to detect any effect of CMS. These analyses were conducted on raw macrovascular data and on natural logarithm-transformed data for the microvascular function. Bonferroni corrected post-hoc analyses were used where required and indicated on the figure as follows: £: P < 0.05 vs. HL-5100/No CMS.
Fig. 3: Principal component analysis. PCA explaining the role of inflammation on the microcirculation (panel A) and macrocirculation (panel B). IL-6/7/8 (interleukin 6/7/8) MCP-1 (Monocyte chemoattractant protein 1), MIP-1β (Macrophage inflammatory protein-1) and TNF-α (Tumor necrosis factor α) were highlighted as the main inflammatory components. Peak and plateau CVC (cutaneous vascular conductance) make up the microvascular parameters, while FMD% (flow-mediated dilation) is the chosen macrovascular parameter. LL, lowlanders living at sea level (0 m); HL-3800, healthy highlanders living at 3800 m; HL-5100/No CMS, healthy highlanders living at 5100 m.
Micro- and macrovascular function in the highest city in the world: a cross-sectional study

August 2024

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179 Reads

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2 Citations

The Lancet Regional Health - Americas

Background. Since vascular responses to hypoxia in both healthy high-altitude natives and chronic mountain sickness (a maladaptive high-altitude pathology characterised by excessive erythrocytosis and the presence of symptoms – CMS) remain unclear, the role of inflammation and oxidative/nitrosative stress on the endothelium-dependent and -independent responses in both the micro- and macrocirculation, in healthy Andeans at different altitudes and in CMS patients, was examined. Methods. 94 men were included: 18 lowlanders (LL), 38 healthy highlanders permanently living at 3,800 m (n=21 – HL-3,800) or in La Rinconada, the highest city in the world (5,100-5,300 m) (n=17 – HL-5,100/No CMS). Moreover, 14 participants with mild (Mild CMS) and 24 with moderate to severe CMS (Mod/Sev CMS) were recruited. All undertook two reactivity tests: i) local thermal hyperaemia (microcirculation) and ii) flow-mediated dilation (macrocirculation). Endothelium-independent function (glyceryl trinitrate) was also assessed only in La Rinconada. Findings. Conductance and skin blood flow velocity during the microcirculation test, as well as macrocirculation progressively decreased with altitude (LL>HL-3,800>HL-5,100/No CMS). CMS also induced a decrease in macrocirculation (HL-5,100/No CMS>Mild CMS=Mod/Sev CMS), while glyceryl trinitrate restored vascular function. Both oxidative stress and nitric oxide metabolites increased with altitude only. Principal component analysis revealed that increasing inflammation with altitude was associated with a progressive decline in both micro- and macrovascular function in healthy highlanders. Interpretation. Both micro and macrovascular function are affected by chronic exposure to hypoxia, the latter being further compounded by CMS.



Basic hematological comparison and biomechanical properties of red blood cells from CMS patients compared with healthy high‐altitude controls. (A) hematocrit (Hct) classically measured using the microcentrifuge method (12 000 rpm for 10 min); (B) hemoglobin (Hb) concentration from a blood gas analyzer (ABL80, Radiometer, Denmark); (C) blood viscosity measured rates using a cone plate viscometer (Brookfield DVII+, CPE‐40 spindle, USA) at shear rates ranging from 2.25 to 90 s⁻¹; (D) arterial oxygen partial pressure (PaO2) measured on an arterial blood sample obtained from a radial artery puncture (i‐STAT, Abbott Point of Care, Princeton, New Jersey); (E) oxygen saturation (SpO2) measured with a pulse oximeter by a finger sensor (Nellcor OxiMax N‐65, Medtronic, Ireland); (F) reticulocyte count based on complete blood count (BC‐51250 analyzer, Mindray, China); (G) blood volume determined using the CO‐rebreathing technique (OpCO, Detalo Instruments; and ABL80, Radiometer, Copenhagen, Denmark); (H) mean RBC volume; (I) mean RBC hemoglobin concentration, (H,I) the orange error bars represent the 95% confidence interval of the plotted values and the gray areas show the 95% interval of healthy males at sea level; (J) microscopic wide‐field images of RBC from a representative CMS patient (right) and a representative high‐altitude control (left). The scale bars represent 20 μm. Images are taken with a modified CyScope (Sysmex, Germany) to allow inverse operation (×40 objective, CMOS camera). One μL of packed fresh RBC collected in EDTA‐tubes was diluted 1:20 000 in physiological solution and imaged after sedimentation in a “18‐well μ‐Slide” (ibidi, Germany); (K) blood viscosity was measured as in panel (C) but with a normalized hematocrit of 40% (dilution with autologous blood plasma); (L,M) RBC deformability determined by ektacytometry (LoRRca Maxis, Mechatronics, The Netherlands) at various shear stresses, (L) semi‐logarithmic plot of the RBC deformability over a shear range from 0.3 to 30 Pa, (M) individual RBC deformation values at a shear stress of 3 Pa; (N,O) aggregation indices, M (stasis) and M1 (very low shear), respectively, samples were measured by light transmission (Myrenne Aggregomater, Germany) at a standardized hematocrit of 40%; (P) Measurement of the elongation index (at a constant shear of 30 Pa) over time measured with LoRRca Maxis (RR Mechatronics, The Netherlands) following the manufacturer instructions; (H–P) no significant differences were found between the population of CMS patients and healthy high‐altitude controls. Significance levels are indicated by stars with * referring to p < .05, ** to p < .01 and **** to p < .0001.
Making a virtue out of an evil: Are red blood cells from chronic mountain sickness patients eligible for transfusions?

April 2024

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117 Reads

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4 Citations

We investigated highlanders, permanently living at an altitude of 5100 m and compared Chronic Mountain Sickness (CMS) patients with control volunteers. While we found differences in systemic parameters such as blood oxygen content, hematocrit, hemoglobin concentration, and blood viscosity, the mechanical and rheological properties of single red blood cells did not differ between the two investigated groups. image


Citations (74)


... Then, putative benefits would not exceed those of an altitude training camp or intermittent hypoxia that could produce improvements safely using hypoxia at real or simulated altitude [10]. CO rebreathing (much alike smoking) should therefore be considered a fully toxic approach towards performance improvement and cannot be supported by coaches or scientists [11]. ...

Reference:

Carbon Monoxide Rebreathing as a Doping Method—A Toxic Debate
Toxic trend: inhalation of the silent killer carbon monoxide by athletes to increase hemoglobin mass
  • Citing Article
  • October 2024

Journal of Applied Physiology: Respiratory, Environmental and Exercise Physiology

... 13 When applying this procedure during high or supramaximal exercise intensities, dramatic drops of SpO 2 have been reported (nadir values: 73%-75%) leading to a large and early decline in muscle oxygenation. 14,15 In the first study investigating the training effects of this specific approach, Woorons et al 16 showed that it could provide an additional benefit for improving the ability to repeat high-intensity efforts in elite judo athletes, as compared with a similar training performed with normal breathing. According to this study, the strong hypoxic stimulus induced by the maximal EEBH may have led to physiological adaptations improving muscle perfusion, which is favorable to RSA performance. ...

Hypoventilation training including maximal end-expiratory breath holding improves the ability to repeat high-intensity efforts in elite judo athletes

... I am compelled to address the article "Microand macrovascular function in the highest city in the world: a cross-sectional study" reported by Yann Savina et al. 1 While the study provides insights into vascular adaptations at high altitudes, several critical considerations merit further scrutiny. ...

Micro- and macrovascular function in the highest city in the world: a cross-sectional study

The Lancet Regional Health - Americas

... In high-altitude and hypoxic environments, the human body exhibits elevated red blood cell (RBC) and hemoglobin (HGB) levels 13 . The compensatory phenomenon known as high-altitude polycythemia (HAPC) 14 , which is predominantly characterized by elevated RBC, is a physiological change that occurs when the human body adapts to high-altitude environments. Higher altitudes are associated with more pronounced HAPC 15 . ...

Making a virtue out of an evil: Are red blood cells from chronic mountain sickness patients eligible for transfusions?

... A complete hemostasis testing panel, including on-the-field rotational thromboelastometry (ROTEM) and TGA, was performed in 10 lowlanders at low altitude (LA, 210 m, Grenoble, France) 1 week before travelling to HA, and then after 14 days of HA exposure, including 6 days at 3,800 m (Puno, Peru) followed by 8 days at 5,100 m (La Rinconada, Peru), where the HA evaluations were performed. This study was a part of a global project (Expedi-tion5300) aiming to investigate the physiological effects of permanent residency at HA (Champigneulle et al., 2023); therefore, part of the data presented here were previously published, as the participants of the present study served as a "sea-level control group" for another study (Champigneulle et al., 2024). Nevertheless, the rationale and HA tests and analyses presented in this study are original and have not been previously published. ...

Are coagulation profiles in Andean highlanders with excessive erythrocytosis favouring hypercoagulability?

... The effect of exercise on VOC levels is much less studied, but the studies so far clearly show a change in the profile of VOCs after different exercise modalities. Recently, Chou et al. [27] compared the volatilome of ultraendurance runners before and after an ultramarathon. Out of 793 VOCs, 63 changed significantly, and the alteration of several of them, such as acetate, acetone, isoprene, 2,3-butanedione, 2,3-butanediol 4-heptanone and 2-butanone, implied changes in lipid oxidation, inflammation, and gut microbiome activity. ...

Metabolic insights at the finish line: deciphering physiological changes in ultramarathon runners through breath VOC analysis

... Therefore, this athlete had no considerable risk factor for AKI, urea and creatinine levels were within normal ranges (Table 1). However, it is known that NSAIDs are commonly used in ultradistance races (19,20); therefore, runners should be informed of the potential dangers. Monitoring urine volume and color and providing guidance on adequate fluid intake in athletes participating in running activities is essential (21). ...

Prevalence of Drug Use in Ultra-Endurance Athletes
  • Citing Article
  • January 2024

Medicine and Science in Sports and Exercise

... The primary function of the cardiovascular system is to ensure that CO matches the metabolic demands of the body. Under hypoxic conditions, the cardiovascular system must be adjusted to ensure oxygen delivery when arterial blood oxygen saturation decreases (Champigneulle et al., 2024). Exposure to high-altitude hypoxic conditions leads to alveolar hypoxia and hypoxaemia, which induce pulmonary vasoconstriction, increase pulmonary vascular resistance, and elevate pulmonary artery pressure. ...

Expedition 5300: limits of human adaptations in the highest city in the world

... Of note, while females had a lower weight than males, 65 ± 12 vs. 83 ± 18 kg, respectively, which accounted for the lower PV i , and greater R-time response to similar amount of FFP, a person's PV is more closely related to lean body mass (LBM), which is obtained by subtracting the body fat from the total body weight, therefore, the contribution of weight to the calculation of PV must be normalized to LBM, which was not available from the Nadler equation [17]. Therefore, the amount of FFP needed in females to normalize the R-time should be adjusted to a more accurate calculation of their PV i based on their actual LBM. ...

Determinants and reference values for blood volume and total hemoglobin mass in women and men

... Symptoms of pulmonary edema and chest radiographs in evaluating extravascular lung fluid in acute settings, assisting in the diagnosis of pulmonary edema [9][10][11]. Depending on the training, expertise in interpreting ultrasound, and clinical context, assessing B-lines can be challenging to accomplish and reproduce [11,12]. ...

Lung “Comet Tails” in Healthy Individuals: Accumulation or Clearance of Extravascular Lung Water?
  • Citing Article
  • September 2023

High Altitude Medicine & Biology