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Key Points
PMC9947730
Question
What role could bayesian statistics play in data analysis for trauma-related clinical trials?
PMC9947730
Findings
In this quality improvement study with a post hoc bayesian analysis of the Pragmatic Randomized Optimal Platelet and Plasma Ratios Trial, there was a 93% and 87% probability that balanced transfusion strategies were superior to red blood cell–heavy approaches with regards to 24-hour and 30-day mortality, respectively.
PMC9947730
Meaning
The findings of this study suggest that bayesian approaches provide a probability-based alternative to frequentist statistics that may offer a more optimal framework for trauma-related studies.This quality improvement study describes the outcomes of bayesian statistical approaches using data from the Pragmatic Randomiz...
PMC9947730
Importance
Frequentist statistical approaches are the most common strategies for clinical trial design; however, bayesian trial design may provide a more optimal study technique for trauma-related studies.
PMC9947730
Objective
To describe the outcomes of bayesian statistical approaches using data from the Pragmatic Randomized Optimal Platelet and Plasma Ratios (PROPPR) Trial.
PMC9947730
Design, Setting, and Participants
PROPPR, trauma
This quality improvement study performed a post hoc bayesian analysis of the PROPPR Trial using multiple hierarchical models to assess the association of resuscitation strategy with mortality. The PROPPR Trial took place at 12 US level I trauma centers from August 2012 to December 2013. A total of 680 severely injured ...
PMC9947730
Interventions
In the PROPPR Trial, patients were randomized to receive a balanced transfusion (equal portions of plasma, platelets, and red blood cells [1:1:1]) vs a red blood cell–heavy strategy (1:1:2) during their initial resuscitation.
PMC9947730
Main Outcomes and Measures
Primary outcomes from the PROPPR trial included 24-hour and 30-day all-cause mortality using frequentist statistical methods. Bayesian methods were used to define the posterior probabilities associated with the resuscitation strategies at each of the original primary end points.
PMC9947730
Results
hemorrhage
HEMORRHAGE
Overall, 680 patients (546 [80.3%] male; median [IQR] age, 34 [24-51] years, 330 [48.5%] with penetrating injury; median [IQR] Injury Severity Score, 26 [17-41]; 591 [87.0%] with severe hemorrhage) were included in the original PROPPR Trial. Between the groups, no significant differences in mortality were originally de...
PMC9947730
Conclusions and Relevance
PROPPR
HEMORRHAGIC SHOCK
In this quality improvement study, a post hoc bayesian analysis of the PROPPR Trial found evidence in support of mortality reduction with a balanced resuscitation strategy for patients in hemorrhagic shock. Bayesian statistical methods offer probability-based results capable of direct comparison between various interve...
PMC9947730
Introduction
hemorrhagic shock, PROPPR, trauma
HEMORRHAGIC SHOCK
Evidence-based medical practices remain the goal for clinical decision-making purposes in health care.Limitations in study design and methods pose further restrictions on a study’s quality and outcomes. Most medical studies are currently structured on frequentist statistics. Frequentist approaches often focus on the co...
PMC9947730
Methods
PROPPR, trauma
A post hoc side-by-side analysis of the PROPPR Trial was performed between December 2021 and June 2022 to compare frequentist vs bayesian statistical techniques. Per institutional policy, this study was exempt from institutional review board approval and the requirement for informed consent due to its retrospective nat...
PMC9947730
Statistical Analysis
PROPPR, trauma
REGRESSION
Bayesian logistic regression hierarchical models were created to compare the mortality rates between resuscitation cohorts for each of the original study’s primary end points. Hierarchical models offer the ability to account for site-specific variations in practice patterns. Noninformative priors were incorporated into...
PMC9947730
Results
hemorrhage, PROPPR
HEMORRHAGE
The PROPPR Trial randomized 680 patients (338 in the 1:1:1 cohort vs 342 in the 1:1:2 cohort) with 546 (80.3%) male patients, a median (IQR) age of 34 (24-51) years, a median (IQR) Injury Severity Score of 26 (17-41), a total of 330 (48.5%) with penetrating injury, and a total of 591 (87.0%) with severe hemorrhage. Bas...
PMC9947730
Posterior Distribution for Mortality Difference at 24 Hours
PMC9947730
Posterior Distribution for Mortality Difference at 30 Days
PMC9947730
Comparison of Study Methods Between Frequentist and Bayesian Approaches Using the Pragmatic Randomized Optimal Platelet and Plasma Ratios Trial
Does a 1:1:1 resuscitation strategy statistically differ from a 1:1:2 strategy with regards to mortality?What is the probability that a 1:1:1 is superior or inferior to a 1:1:2 resuscitation strategy with regards to mortality?Null hypothesis is true.There are no mortality differences between the 1:1:1 and 1:1:2 strateg...
PMC9947730
RR Thresholds for Each Time Period Assessed
Abbreviations: LOE, Level of evidence; RR, risk ratio.RR values in favor of 1:1:1 resuscitation strategy compared with 1:1:2 resuscitation strategy, with lower RR thresholds representing a stronger benefit seen within a balanced approach.LOE based on Jeffery Scale of Evidence.
PMC9947730
Discussion
traumatic injuries, death, PROPPR
EXSANGUINATION
Through failing to reject the null hypothesis, the PROPPR Trial was unable to demonstrate a significant difference in overall mortality rates between a 1:1:1 vs a 1:1:2 resuscitation strategy in patients with traumatic injuries at 24 hours and 30 days, the study’s original primary end points. Secondary outcomes suggest...
PMC9947730
Limitations
PROPPR, trauma
While we believe that bayesian methods offer a more intuitive and informative analysis compared with frequentist statistical methods, we recognize that this current study is not without its limitations. This analysis was intended to provide a simple framework and example of bayesian statistics for the trauma community ...
PMC9947730
Conclusions
SAID
While both frequentist and bayesian approaches have their respective places, the benefits offered by bayesian approaches are becoming more mainstream with the widespread incorporation of advanced statistical software and improved computing power. Adoption of these techniques should be sought within future surgical tria...
PMC9947730
References
Data Sharing Statement Click here for additional data file.
PMC9947730
Subject terms
neutropenia, fatigue, LBCL, transplant-ineligible, B cell lymphoma
ADVERSE EVENTS, CYTOKINE RELEASE SYNDROME, B CELL LYMPHOMA, NEUTROPENIA
Relapsed/refractory aggressive large B cell lymphoma (LBCL) remains an area of unmet need. Here we report the primary analysis of a phase 1b/2 trial of outpatient mosunetuzumab (a CD20xCD3 T-cell-engaging bispecific antibody) plus polatuzumab vedotin (an anti-CD79B antibody–drug conjugate) in relapsed/refractory LBCL. ...
PMC10803244
Main
LBCL, toxicity, aggressive non-Hodgkin lymphoma
PEARLY DISEASE, B CELL LYMPHOMA
Large B cell lymphoma (LBCL), the most common aggressive non-Hodgkin lymphoma (NHL)Standard of care is evolving in the second-line treatment of LBCL and includes traditional salvage chemotherapy followed by consolidation with autologous stem cell transplant (ASCT) or chimeric antigen receptor (CAR)-T cell therapy in pa...
PMC10803244
Results
PMC10803244
Study design
LBCL, NHL
NHL
This is an ongoing phase 1b/2 multi-arm clinical trial of mosun-pola in R/R NHL. Here we present the phase 1b dose-escalation cohort in R/R NHL and the single-arm, phase 2 dose-expansion cohort in patients with second-line and later R/R LBCL (Extended Data Fig.
PMC10803244
Patients
Between 25 September 2018 and 14 February 2022, 120 patients were enrolled from 15 sites across two countries (the USA and Canada), with 22 patients treated in the phase 1b dose-escalation cohort (
PMC10803244
Phase 1b dose escalation to determine the RP2D
DISEASE, INV
Mosunetuzumab was administered intravenously in 21-day cycles with cycle 1 step-up dosing: 1 mg on cycle 1, day 1 (C1D1); 2 mg on C1D8; escalated to a loading dose (9 mg, 20 mg, 40 mg or 60 mg) on C1D15 and C2D1; and then continued at the target dose (9 mg, 20 mg, 40 mg or 30 mg) from C3 onwards. Patients with a comple...
PMC10803244
Efficacy in high-risk subgroups
Prespecified subgroup analyses of IRC-assessed best ORR and complete response rates using PET-CT in the phase 2 dose-expansion cohort are shown in Fig.
PMC10803244
Prespecified subgroup analysis of complete response and ORR in the dose-expansion cohort.
DISEASE
a,b, Complete response (CR) rates (Median PFS was 16.5 months (95% CI: 5.6–23.4) in patients who had received one prior line of therapy and 11.4 months (95% CI: 5.7–18.7) in those who had received two or more lines. In patients with DH/THL, median DoR and PFS were 20.5 months (95% CI: 3.0–NE) and 6.2 months (95% CI: 2....
PMC10803244
Treatments after progression or completion of mosun-pola
Overall, 52 patients received subsequent anti-lymphoma treatment after mosun-pola. Four patients received ASCT as consolidative therapy, including two patients who achieved a complete response and received consolidative ASCT at the end of mosun-pola treatment. Seven patients received allogeneic SCT, including two patie...
PMC10803244
Pharmacokinetics
The pharmacokinetics of mosunetuzumab administered in combination with polatuzumab vedotin in the phase 2 dose-expansion cohort were comparable to those previously reported with single-agent mosunetuzumab (Extended Data Fig.
PMC10803244
Pharmacodynamics
tumor
DISEASE, TUMOR
T cell activation, using the early activation marker CD69, was not observed after polatuzumab vedotin administration alone. However, percentages of both CD69B cell recovery was assessed given that the mosun-pola regimen targets two distinct B cell lineage markers. B cell counts were evaluated in patients who achieved a...
PMC10803244
Discussion
LBCL, toxicities, aggressive R/R LBCL
DISEASE, REMISSIONS
Primary analysis results from this phase 1b/2 dose-escalation and dose-expansion study demonstrated that mosun-pola is an effective therapy with durable responses and a manageable safety profile in patients with R/R LBCL. The MTD was not reached, and the RP2D of mosunetuzumab was established as 1/2/60/30 mg in combinat...
PMC10803244
Methods
PMC10803244
Recruitment and blinding
RECRUITMENT
This trial was open label with no blinding. Patients were recruited in 15 sites across two countries (the USA and Canada) among patients of the site or among patients referred from other hospitals from September 2018 to February 2022. Sites were at either academic or community hospitals. The phase 1 portion of the clin...
PMC10803244
Biomarker assays
LYSED, LYSIS, EVENT
Peripheral blood samples were collected for central flow cytometry analysis of selected B cell and T cell markers. Whole blood samples were collected in Becton Dickinson (BD) Vacutainer tubes containing sodium heparin. For cell labeling, samples were labeled with antibodies for 30 min in the dark at ambient temperature...
PMC10803244
Assessments
toxicity, tumor
DISEASE, TUMOR
Interim response assessments were obtained between C4D15 and C4D21 and at primary response assessment (PRA) at the end of C8. Patients with a complete response at PRA completed treatment at C8, whereas those with a partial response or stable disease at PRA continued mosunetuzumab monotherapy for a total of 17 cycles, u...
PMC10803244
Study endpoints during the phase 1b dose escalation
death
DISEASE, SECONDARY, INV
The primary objectives in the dose-escalation cohort were to evaluate safety and tolerability and to determine any DLTs, the MTD and the RP2D of mosunetuzumab in combination with polatuzumab vedotin 1.8 mg/kg. The secondary objectives were anti-tumor activity, determined by measuring the complete response rate at the t...
PMC10803244
Study endpoints during the phase 2 dose expansion
The primary efficacy endpoint in the dose-expansion cohort was best ORR based on PET-CT and/or CT scan by independent review committee (IRC) using Lugano 2014 criteria
PMC10803244
Statistical analysis
DLTs
The sample size of the dose-escalation cohort was based on dose-escalation rules, which was a modified 3 + 3 design. A minimum of three patients were initially enrolled in each cohort to evaluate DLTs. If none of the first three DLT-evaluable patients experienced a DLT, then enrollment of the next cohort could proceed....
PMC10803244
Reporting summary
Further information on research design is available in the
PMC10803244
Online content
Any methods, additional references, Nature Portfolio reporting summaries, source data, extended data, supplementary information, acknowledgements, peer review information; details of author contributions and competing interests; and statements of data and code availability are available at 10.1038/s41591-023-02726-5.
PMC10803244
Supplementary information
Supplementary redacted protocolReporting Summary
PMC10803244
Extended data
PMC10803244
Kaplan–Meier plots by investigator of: A, duration of response in responders (n = 61), B, duration of complete response in complete responders (n = 50), and C, duration of complete and partial responses among responders (n = 61), and D, progression-free survival in the dose-expansion cohort (n = 98; efficacy-evaluable ...
PD
DISEASE
Note: in Panel A and C, one patient had PR and PD at the same assessment and was therefore excluded from the duration of response among responders curves. CR, complete response; NE, not estimable; No., number; PD, progressive disease; PR, partial response.
PMC10803244
Patients (%) with CRS events by cycle and grade in the overall R/R LBCL population (safety evaluable population).
CRS
B-CELL LYMPHOMA, CYTOKINE RELEASE SYNDROME
CRS was graded using American Society for Transplantation and Cellular Therapy criteria. C, cycle; CRS, cytokine release syndrome; D, day; LBCL, large B-cell lymphoma; NA, not applicable; R/R, relapsed/refractory.
PMC10803244
Mosunetuzumab serum concentration over time in the dose-expansion cohort (n = 98).
LLOQ, lower limit of quantification; mosun, mosunetuzumab; SD, standard deviation.
PMC10803244
Impact of polatuzumab vedotin on the pharmacodynamics of mosunetuzumab by assessing the CD4+ and CD8+ change from baseline for A, CD69, B, HLA-DR and C, margination.
BLOOD
Note: T-cell markers (percentages of CD69+ and PD1+ in CD4 and CD8 T cells) and cell counts of CD4 and CD8, in peripheral blood, were measured at baseline, 30 minutes after polatuzumab vedotin dosing and 2 hours after mosunetuzumab at multiple time points. Blood samples from patients treated with 1/2/60/30 mg of mosun-...
PMC10803244
CD19 B-cell recovery over time in patients who achieved a complete response (n = 27) in the dose-escalation and dose-expansion cohorts.
Note: The proportion of patients with low (<70 cells/µL) or normal (≥70 cells/µL) CD19+ B cell counts at specified timepoints during treatment and follow-up visits are indicated. C1D1-PRE, C2D1, C3D1 and C5D1 represent timepoints before treatment dosing. C1D1 after polatuzumab vedotin represents the timepoint 30 minute...
PMC10803244
Extended data
is available for this paper at 10.1038/s41591-023-02726-5.
PMC10803244
Supplementary information
The online version contains supplementary material available at 10.1038/s41591-023-02726-5.
PMC10803244
Author contributions
Conception and design: C.D., C.L.B., I.T., J.J., M.C.W., S.P., T.J. and W.S.E. Provision of study materials or patients: I.T., M.C.W., C.L.B., S.P., C.D., D.M., M.K., S.S., A.M., S.N., S.K.N., I.L., W.S.E., K.D., A.J.O., S.A., J.C.C. and L.E.B. Collection and assembly of data: I.T., J.J., M.C.W., C.L.B., T.J., S.P., C....
PMC10803244
Peer review
PMC10803244
Data availability
The sponsor was involved in the design and conduct of the study and in the collection, management, analysis and interpretation of the data. All authors had full access to the data in the study.Qualified researchers may request access to individual patient-level data through the clinical study data request platform (
PMC10803244
Competing interests
Cancer, Leukemia, Lymphoma, Chase Cancer, TG, NHL
LEUKEMIA, LYMPHOMA, FOX, CROSS, NHL, ONCOLOGY, CANCER
L.E.B. reports research funding from Amgen, Merck and AstraZeneca and consulting fees from Genentech, Inc., AstraZeneca, AbbVie, Bristol Myers Squibb, Kite Pharma and Nurix. A.J.O. reports being a Clinical Research Scholar of the Leukemia & Lymphoma Society; research funding from Genentech, Inc., Precision Biosciences,...
PMC10803244
References
PMC10803244
1. Introduction
neurodegeneration, UL tremor, tremor, tremors, neurodegenerative movement disorder, Parkinson’s disease, orthosis, PD, rigidity, dysregulation syndrome, bradykinesia, cerebral palsy, deterioration of manual dexterity, dyskinesias
DISEASES, DISEASE PROGRESSION, NEURODEGENERATION, DISEASE, AIDS, CEREBRAL PALSY
Parkinson’s disease (PD) is a chronic, neurodegenerative movement disorder, whose symptoms have a negative impact on quality of life and functionality. Although its main treatment is pharmacological, non-pharmacological aids such as the dynamic elastomeric fabric orthosis (DEFO) merit an evaluation. Our objective is to...
PMC10049252
2. Materials and Methods
PMC10049252
2.1. Participants
tremor, rigidity, PD, bradykinesia, Parkinson, dyskinesias
MOVEMENT DISORDER, DISEASE, ASSOCIATED DISEASE, RECRUITMENT
A longitudinal crossover study, with a control group and an experimental group, was carried out. Participants with PD were recruited by consecutive non-probability sampling from September to October 2021. The inclusion criteria were: male and female patients diagnosed with PD, who, during the recruitment period, were a...
PMC10049252
2.2. Procedures
tremor, rigidity, Parkinson’s disease, orthosis, UL dexterity
The calculation of the sample size was based on the tremor and rigidity improvement as the main variables of the study. Given alpha risk of 0.05 and a beta risk of 0.20, in bilateral contrast, it is estimated that 40 participants (20 for each group) were required to detect a minimum difference of 0.50 in the rigidity a...
PMC10049252
3. Results
PMC10049252
4. Discussion
loss of functional mobility, tremor, PD, orthosis, hand movements, disability
DISEASE PROGRESSION, DISEASE, DISORDERS, PATHOLOGY, DISEASES
The aim of this study was to analyze the efficacy of the use of a DEFO for the UL on the functionality and quality of life of people with PD. The main findings of the present study are an immediate improvement after the implementation of the orthosis in the OFF and ON states of motor variables in the postural tremor ta...
PMC10049252
Author Contributions
Conceptualization, J.G.-S., E.C. and J.M.G.-G.; methodology, J.G.-B.; software, J.G.-B.; validation, E.C. and J.M.G.-G.; formal analysis, M.J.-B., M.S.-P. and J.G.-B.; investigation, B.G.-L., A.B., M.T., M.S.-P. and G.G.; resources, B.G.-L., A.B., M.J.A.M., M.T. and G.G.; data curation, J.G.-B.; writing—original draft ...
PMC10049252
Institutional Review Board Statement
The study was conducted in accordance with the Declaration of Helsinki, and approved by Clinical Research Ethics Committee of the Health Area of Burgos and Soria (Spain), with reference number CEIM-2119/2019 before participating in the present study on 25 March 2021 (ClinicalTrials.gov test number: NCT04815382).
PMC10049252
Informed Consent Statement
Informed consent was obtained from all subjects involved in the study.
PMC10049252
Data Availability Statement
Not applicable.
PMC10049252
Conflicts of Interest
The authors declare no conflict of interest.
PMC10049252
References
tremor
DEFO implemented in a patient with PD.Study flow chart. DEFO: dynamic elastomeric fabric orthoses.Evaluation kit (Purdue pegboard, Minnesota and Kinesia ONE).Baseline characteristics of participants.Abbreviations: CG: control group; EG: experimental group; UL: upper limb.Baseline UPDRS scores—resting and action tremor ...
PMC10049252
INTRODUCTION
Maximal oxygen uptake (V̇O Maximal oxygen uptake (V̇OGiven the great importance for long‐distance endurance performance, a critical question is which training modality may yield the most potent V̇OSupramaximal sprint interval training (SIT) is another intermittent format that is advocated for effective improvements in ...
PMC10099854
METHODS
PMC10099854
Subjects
Forty‐eight healthy non‐smoking males volunteered to participate in the present study. Females were not invited to participate to ensure homogeneity of physiological factors and baseline training status. The subjects were aerobically well‐trained and relatively accustomed to treadmill running, but not specialized runne...
PMC10099854
Study timeline
After randomization, and within 2 weeks before the intervention period, the subjects met three times in the laboratory where two of them were for metabolic testing and the last one for a blood draw. Additionally, the participants met once at an indoor track and field arena. All subjects had at least 1 day of rest prece...
PMC10099854
Testing procedures
PMC10099854
Test day 1 (V̇O
The motorized treadmill (Woodway PPS 55 Sport, Germany) was set at 3° inclination throughout test day 1 and 2. Hence, all measurements of the relationship between velocity and pulmonary oxygen uptake (V̇OEmpirically, V̇O
PMC10099854
Test day 2 (maximal accumulated oxygen deficit and V̇O
REGRESSION
A linear regression was established between V̇OTest day 2 started with a 15‐min warm‐up at ~70% of HRTotal accumulated oxygen cost (in VOHowever, since the relationship between V̇OStored oxygen bound to myoglobin and hemoglobin constitutes about 9% of the MAOD and was not corrected for in the calculation.
PMC10099854
Test day 3 (long‐distance and sprint running performance)
Performance tests were conducted on a banked 200‐m indoor track and field. 10 min of individual warm‐up, including 2–4 short sprints, preceded a sprint running test of 300 m. After the sprint test, subjects rested for 30 min before the long‐distance running test of 3000 m, of which the last 10 min were dedicated to ano...
PMC10099854
Test day 4 (hematological parameters)
Fasting venous blood
Fasting venous blood samples were drawn from the antecubital area. Bicarbonate were analyzed using a Siemens Advia Chemistry XPT (Siemens Healthliners, Germany). Erythrocytes, hemoglobin, mean corpuscular volume, mean corpuscular hemoglobin, and hematocrit were analyzed using a Sysmex XN (Sysmex Corporation, Kobe, Japa...
PMC10099854
Training interventions
Gymleco
Subjects were instructed to refrain from other high‐intensity endurance training during the study. However, subjects were encouraged to continue as usual with other physical activities (e.g., soccer, handball, hiking). For all interventions, treadmills (Gymleco LTX200, Sweden) were set at ~3° inclination and the warm‐u...
PMC10099854
HIIT 4 × 4 min
The HIIT group performed 4 intervals of 4 min duration at ~95% of MAS, aiming to elicit 90–95% of HR
PMC10099854
SIT 8 × 20 s
Consisted of ~8 × 20‐s intervals at ~150% of MAS separated by 10 s of passive rest, aiming to exhaust the subject during the eighth or ninth interval. If a ninth interval was completed, the velocity was increased in the following training session. Every subject had one‐to‐one follow‐up and received verbal encouragement...
PMC10099854
SIT 10 × 30 s
The protocol was carried out in accordance with Skovgaard et al.,
PMC10099854
Statistical analysis
All statistical analyses were conducted using IBM SPSS Statistics 27 software (IBM Corp., USA). Figures were created using GraphPad Prism 9.0 (GraphPad Software, USA). In all cases,
PMC10099854
RESULTS
PMC10099854
Withdrawal and compliance to training
Of the 48 subjects randomized to the three training groups, nine withdrew before the interventions started (Figure Representative examples of the three exercise interventions. Dotted line (‐ ‐ ‐) represents heart rate whereas solid line (–) represents oxygen uptake. Notice how the heart rate typically relates to oxygen...
PMC10099854
Maximal oxygen uptake and oxygen pulse
HIIT 4 × 4 min and SIT 8 × 20 s exhibited within‐group increases (Percentage change in V̇OData from pre‐ and posttests of V̇O
PMC10099854
Maximal accumulated oxygen deficit
The calculation of MAOD is illustrated in Figure Illustration of the calculation of maximal accumulated oxygen deficit (MAOD) for a subject, with a V̇OData from pre‐ and posttests of maximal accumulated oxygen deficit.
PMC10099854
Long‐distance and sprint running performance
HIIT 4 × 4 min, SIT 8 × 20 s, and SIT 10 × 30 s improved 3000‐m time trial by 5.9 ± 3.2%, 4.1 ± 3.7% and 2.2 ± 2.2%, respectively (
PMC10099854
Hematological variables
HIIT 4 × 4 min increased (Hematological variables
PMC10099854
Noteworthy correlations
Post training, V̇O
PMC10099854
DISCUSSION
V̇O
PMC10099854
fatigue
The present study shows that HIIT 4 × 4 min is more effective than SIT with short (8 × 20 s) and long (10 × 30 s) recovery periods for improving V̇OIn accordance with our hypothesis, It is also noteworthy that during SIT with longer recovery periods, such as 10 × 30 s, the decrease in V̇OExercise at ~95% of MAS can be ...
PMC10099854
Running economy and lactate threshold
Aside V̇OLT as a percentage of V̇O
PMC10099854
In the current study, anaerobic capacity, measured as MAOD, increased more after SIT 8 × 20 s compared with HIIT 4 × 4 min, and no changes were observed following HIIT 4 × 4 min or SIT 10 × 30 s. As HIIT 4 × 4 min is designed to enable a high aerobic intensity with minimal anaerobic contribution, it is unsurprising tha...
PMC10099854
EVENT
All three training groups in the current study improved long‐distance endurance performance. Recognizing the greater aerobic energy contribution (90–95%) to an event lasting 11–12 min,Although a smaller improvement than HIIT 4 × 4 min and SIT 8 × 20 s, the contributing factors to improved long‐distance endurance perfor...
PMC10099854
SIT‐groups
No differences between groups were observed for sprint endurance performance. Albeit, both SIT‐groups exhibited within‐group improvements. The improved 300‐m running performance following SIT 10 × 30 s is in close agreement to previous research demonstrating anaerobic performance improvements in the range of 5–7% follo...
PMC10099854
Bicarbonate concentration, an indicator of buffer capacity, increased following HIIT 4 × 4 min compared with both SIT protocols, suggesting a superior buffer capacity following HIIT. However, this finding contrasts with previous work,
PMC10099854
Perspective
dizziness, nausea, vomiting
ADVERSE EFFECTS
The present study may guide the public, coaches, and athletes towards selecting the most suitable interval format for aerobically well‐trained men, depending on the purpose of prescribing exercise. If the objective is to improve V̇OA noteworthy difference between HIIT 4 × 4 min and the SIT formats is that the former is...
PMC10099854
CONCLUSION
In conclusion, HIIT 4 × 4 min is superior for increasing V̇O
PMC10099854