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The research team leading this project frames it within the objective of advancing knowledge about what happens to this group of athletes who participate in Ultratrail events, with the particularity of studying them during the race itself. To achieve this, the study aims to address four key perspectives.
First, it seeks to understand the training habits of male and female Ultratrail runners. Second, it aims to assess their physical condition and analyze how uphill and downhill segments affect their muscle performance, running efficiency, and strength levels. Third, it investigates the key factors that determine the prediction of race performance for both male and female runners. Finally, the fourth objective is to examine sex differences as a conditioning factor in physiological processes.
There is a category of sporting events held in natural environments over very long distances, classified as Ultratrail races. These races have grown in popularity, attracting an increasing number of participants.
Such races induce states of exhaustion and fatigue, with performance being influenced by numerous factors (environmental conditions, terrain, course profile, etc.), in addition to the athlete's individual characteristics. Scientific interest in these events has surged, and the research community is closely monitoring the health status of participants and their involvement in such races. The aim is to identify the factors influencing performance in a 106 km race (Castelló-Penyagolosa of Penyagolosa Trails) and to assess the physiological impact of participating in this type of endurance event.
To conduct this study, data collection took place before the race, during the race, and within the 48-hour post-race recovery phase.
Before the race, two laboratory sessions were conducted to analyze the athlete's physical condition and assess muscle damage under conditions of both uphill and downhill running. Blood samples were taken before and after these tests.
On race day, measurements included strength loss, weight, dehydration levels, race nutrition, and the evolution of physiological parameters through blood and urine analyses conducted before and after the race.
Finally, blood samples were collected at 24-hours and 48-hours post-race to track the progression of physiological parameters during the recovery phase.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Single Ultramarathon runners | All participants underwent the same protocol: two laboratory assessments, a 106 km race, and post-race physiological parameter evaluations at 24 hours and 48 hours. |
|
| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| Single Ultramarathon runners | Other | All participants underwent the same protocol: two laboratory assessments, a 106 km race, and post-race physiological parameter evaluations at 24 hours and 48 hours. |
| Measure | Description | Time Frame |
|---|---|---|
| Physiological Parameters | Blood Analysis: Blood samples will be analyzed for the following parameters:
Blood Sample Collection: Blood samples will be collected twice during the second laboratory session-once before starting the treadmill test (negative 15% incline for 5 km at VT1 speed) and again 30 minutes after completing the test. Additional blood samples will be taken at baseline before the race, at the finish line, 24 hours post-race, and 48 hours post-race. | From the enrollment to 48 hours post-race (12 weeks). Baseline (4 weeks after enrollment), post-1-2-3 and 4, 11th week (11 weeks after baseline) |
| Muscle Damage | The knee extensors will be measured using ultrasound. Muscle fibre thickness of Rectus femoris and Vastus lateralis will be measured in cm. Pennation angle of muscle fibre of Rectus femoris and Vastus lateralis will be measured in degrees. The ankle extensors will be measured using ultrasound. Muscle fibre thickness of Medial gastrocnemius will be measured in cm. Pennation angle of muscle fibre of Medial gastrocnemius will be measured in degrees. Assessments will be conducted twice during the second laboratory session: once before starting the treadmill test (-15% incline for 5 km at VT1 speed) and again 30 minutes after completing the test. Additionally, measurements will be taken at baseline before the race start and at the finish line | From the enrolment to 48 hours post-race (12 weeks). First measured of knee and ankle extensors will be in 5th week (4 weeks after baseline). Second, and third measured of knee and ankle extensors will be in 11th week (10 weeks after baseline). |
| Strength levels | Measurements:
Collection of Measurements: • Squat Jump will be evaluated during the first laboratory session (first week), before and after cardiopulmonary test (two jumps per attempt). • Reactive Jump will be assessed during the first laboratory session (first week), before and after the 5 km at VT1 speed treadmill test (-15% incline) |
| Measure | Description | Time Frame |
|---|---|---|
| Body Composition & Anthropometry | Weight in kilograms, height in meters. Weight and height will be combined to report BMI in kg/m^2. Assessed using bioelectrical impedance analysis (BIA) to estimate percentage of fat mass (%), percentage of fat-free mass (%), and total body water (L). The percentage of fat mass (%), percentage of fat-free mass (%), and total body water (L) will be used to know the body composition of the subject combining the percentage of fat mass, percentage of fat free mass and total body water. Collection of Measurements: • Weight, height, BMI, percentage of fat mass, percentage of fat-free mass, total body water and Body composition will be measured during the first laboratory assessment (1st week) |
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Inclusion Criteria:
Exclusion Criteria:
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Ultra-trail runners that will participate in the CSP2025 race (Castellón, Spain; 2025/04/11-12)
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| Name | Affiliation | Role |
|---|---|---|
| Carlos Hernando | Universitat Jaume I | Principal Investigator |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Jaume I Univesity | Castellon | Castellón | 12071 | Spain |
| PubMed Identifier | Type | Citation | Retractions |
|---|---|---|---|
| 30157271 | Background | Hernando C, Hernando C, Collado EJ, Panizo N, Martinez-Navarro I, Hernando B. Establishing cut-points for physical activity classification using triaxial accelerometer in middle-aged recreational marathoners. PLoS One. 2018 Aug 29;13(8):e0202815. doi: 10.1371/journal.pone.0202815. eCollection 2018. | |
| 33673404 | Background |
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| ID | Term |
|---|---|
| D009043 | Motor Activity |
| ID | Term |
|---|---|
| D001519 | Behavior |
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| First SJ measured (first week), second SJ at day before the race (11th week) third SJ at the end of the race (11th week). RSI will be measured at the first laboratory session (1st week). MIS will be measured at the second laboratory session (5th week) |
| Physical activity data | Accelerometry: Physical activity (counts per minute, CPM) will be measured using an accelerometer placed on the non-dominant wrist. Activity levels will be classified into six categories: sedentary, light, moderate, vigorous, very vigorous, and extremely vigorous. Collection of Measurements:
| Laboratory 4 weeks before the race. During the race 96 hours (from the day before the race to 48hours post-race) |
| Physiological Parameters | Urine Samples: Urinary density (mg/dL) Urine samples will be collected at baseline before the race and at the finish line, with measurements of urinary density (Units: mg/dL). | At the start line of the race (11th week) and at the end of the race (11th week) |
| Baseline (1st week) |
| Physical Condition | Maximal Oxygen Consumption (V ̇O2max): Number of millilitres of oxygen consumption, weight in kilograms and time in minutes will be combined to calculated the Maximal Oxygen Consumption. Millilitres per kilogram per minute (mL/kg/min). Oxidation Substrate Levels: Assessed through indirect calorimetry to determine number of carbohydrate grams and number of fat grams oxidation rates per minute (g/min). Collection of Measurements:
| Baseline (1st week) and post baseline (5th week) |
| Muscle Oxygenation Measurement | Oxygen Saturation Levels: Measured in the muscles involved in running using near-infrared spectroscopy (NIRS) and expressed as a percentage (%). Collection of Measurements: Oxygen saturation levels will be assessed during two laboratory tests. | Baseline (Day 1) and post baseline (4 weeks after baseline) |
| Running Power Measurement | Power Output: Measured in watts (W) using a power meter to assess mechanical performance during running. Collection of Measurements: Power output will be recorded during the two treadmill tests conducted in the laboratory. | Baseline (Day 1) and post baseline (4 weeks after baseline) |
| Weight | Body mass (kg) Weight is measured in kilograms at the starting line, at three race checkpoints (32 km, 62 km, and 81 km), and at the finish line. | The start line of the race (11th week), during the intervention three times during the race (in km 32, in km 62 and in km 81) and at the end of the race (11th week) |
| Guerrero C, Collado-Boira E, Martinez-Navarro I, Hernando B, Hernando C, Balino P, Muriach M. Impact of Plasma Oxidative Stress Markers on Post-race Recovery in Ultramarathon Runners: A Sex and Age Perspective Overview. Antioxidants (Basel). 2021 Feb 27;10(3):355. doi: 10.3390/antiox10030355. |
| 33143175 | Background | Granero-Gallegos A, Gonzalez-Quilez A, Plews D, Carrasco-Poyatos M. HRV-Based Training for Improving VO2max in Endurance Athletes. A Systematic Review with Meta-Analysis. Int J Environ Res Public Health. 2020 Oct 30;17(21):7999. doi: 10.3390/ijerph17217999. |
| 34809670 | Background | Baygutalp F, Buzdagli Y, Ozan M, Koz M, Kilic Baygutalp N, Atasever G. Impacts of different intensities of exercise on inflammation and hypoxia markers in low altitude. BMC Sports Sci Med Rehabil. 2021 Nov 22;13(1):145. doi: 10.1186/s13102-021-00375-0. |
| 22288008 | Background | Baird MF, Graham SM, Baker JS, Bickerstaff GF. Creatine-kinase- and exercise-related muscle damage implications for muscle performance and recovery. J Nutr Metab. 2012;2012:960363. doi: 10.1155/2012/960363. Epub 2012 Jan 11. |