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Frontiers in Nutrition logoLink to Frontiers in Nutrition
. 2026 Apr 10;13:1774380. doi: 10.3389/fnut.2026.1774380

Plant-derived alginate polysaccharide hydrogels in sport and exercise nutrition: implications for carbohydrate metabolism, gastrointestinal integrity, exercise recovery, and athletic performance

Pengyuan Li 1,*, Qingwei Song 2, Nannan Xu 1
PMCID: PMC13106452  PMID: 42039889

Abstract

Background

Alginate is a plant-derived polysaccharide used in sport nutrition for its gel-forming properties. Alginate- and pectin-based carbohydrate hydrogels aim to optimize carbohydrate delivery during endurance exercise by modulating gastric emptying and intestinal absorption. However, evidence on their effects on metabolism, gastrointestinal (GI) tolerance, recovery, and performance remains inconsistent.

Objective

To systematically evaluate the effects of alginate-based carbohydrate hydrogels on metabolic responses, GI tolerance, recovery, and endurance performance in humans.

Methods

PubMed, Scopus, Web of Science, SPORTDiscus, and Google Scholar were searched for randomized controlled trials (2000–2025) comparing alginate- or alginate–pectin–based hydrogels with non-hydrogel carbohydrate or placebo during ≥60-min endurance exercise. Outcomes on metabolism, GI symptoms, recovery, and performance were qualitatively synthesized and visualized via an evidence heatmap.

Results

Nine trials met inclusion criteria. Hydrogels generally enhanced metabolic indicators such as exogenous carbohydrate oxidation, particularly at high ingestion rates. GI tolerance was similar to traditional solutions, with fewer symptoms reported under high-carbohydrate conditions. Performance effects were inconsistent–minor improvements occurred mainly in running, with limited or null effects in cycling and skiing. Preliminary evidence indicates potential attenuation of muscle damage markers and preserved post-exercise amino acid availability.

Conclusion

Alginate-based hydrogels appear to modulate carbohydrate metabolism without consistently improving endurance performance. Their efficacy depends on exercise type, carbohydrate dose, and athlete training status. Further well-controlled trials are needed to define their role in supporting performance and recovery.

Keywords: carbohydrate hydrogel, endurance performance, exercise recovery, gastrointestinal integrity, sport and exercise nutrition

Introduction

Carbohydrate ingestion during prolonged endurance exercise is a cornerstone of sport nutrition, with extensive evidence demonstrating benefits for maintaining blood glucose homeostasis, sustaining high rates of carbohydrate oxidation, delaying fatigue, and supporting endurance performance (15). Current guidelines recommend carbohydrate intakes of up to 90 g⋅h–1 or higher during prolonged or high-intensity exercise, particularly when multiple transportable carbohydrates such as glucose and fructose are consumed (68). However, the practical implementation of these recommendations is often limited by gastrointestinal (GI) symptoms–including nausea, bloating, abdominal discomfort, and diarrhea–that may compromise both performance and adherence to nutritional strategies (1, 9, 10). Improving the efficiency and tolerance of carbohydrate delivery during exercise therefore remains a major focus of applied nutrition research (1). In this context, alginate-based carbohydrate hydrogels have emerged as an innovative, food-technology–driven approach within sport nutrition (9, 11). These formulations typically combine carbohydrates with naturally occurring polysaccharides such as sodium alginate and pectin, which are widely utilized in food systems (12). Under acidic gastric conditions, these compounds are proposed to form a hydrogel matrix that encapsulates carbohydrates, potentially altering gastric physicochemical properties and influencing nutrient delivery to the small intestine (13, 14).

Mechanistically, hydrogel-based carbohydrate strategies may reduce gastric osmolality, modify gastric emptying kinetics, and enhance intestinal carbohydrate availability, thereby supporting higher rates of exogenous carbohydrate oxidation while improving GI comfort (15, 16). Additional proposed benefits include reduced exercise-induced GI symptoms and decreased dental acid exposure due to altered oral carbohydrate release (1719). Additional putative benefits include reduced exercise-associated GI symptoms and attenuated dental acid exposure due to modified oral carbohydrate availability (17). Such hypotheses position hydrogel formulations at the intersection of food chemistry, gastrointestinal physiology, and human metabolism. Since their introduction to the sports nutrition market, alginate-based hydrogel products have been widely adopted by endurance athletes across disciplines such as running, cycling, and cross-country skiing. Alongside their commercial uptake, an expanding body of research has examined their metabolic, gastrointestinal, recovery-related, and performance effects under controlled laboratory and field conditions (17, 20). Findings remain inconsistent: some studies report enhanced exogenous carbohydrate oxidation, improved GI tolerance, or modest performance gains under specific circumstances, whereas others show no meaningful advantage over traditional carbohydrate solutions when composition and dosage are matched (17, 2129).

The efficacy of alginate-based hydrogel formulations appears highly context dependent. Factors such as ingestion rate, exercise modality, environmental conditions, athlete training status, and inclusion of other nutrients (e.g., protein or branched-chain amino acids) may all influence outcomes (17, 2129). Moreover, variability in study design, participant characteristics, and outcome measures complicates interpretation and limits translation into evidence-based recommendations.

Accordingly, the aim of this systematic review is to synthesize current evidence on alginate-based carbohydrate hydrogel formulations in endurance exercise from a human nutrition perspective. Specifically, we evaluate their effects on carbohydrate metabolism, gastrointestinal integrity and tolerance, exercise performance, and recovery outcomes, while highlighting key methodological limitations and future research priorities. By integrating findings from studies published between 2000 and 2025, this review provides an evidence-informed framework to guide researchers and practitioners in applying hydrogel-based carbohydrate strategies within sport and exercise nutrition.

PRISMA-style methods and study selection

This systematic review was conducted in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines (Figure 1). A comprehensive literature search was performed in PubMed, Scopus, Web of Science, SPORTDiscus, and Google Scholar to identify studies published between January 2000 and March 2025. Search terms were combined using Boolean operators and included: hydrogel, alginate, pectin, carbohydrate, glucose, fructose, exercise, endurance, performance, and oxidation. The reference lists of eligible articles and relevant narrative reviews were also hand-searched to identify additional studies. Reference lists of eligible articles and relevant narrative reviews were also manually screened to identify additional studies.

FIGURE 1.

Flowchart diagram depicting the PRISMA process for study selection. Out of 1,156 records identified, 986 remained after removing duplicates. After screening and eligibility assessment, nine studies were included in qualitative synthesis.

Search strategy flow chart for systematic reviews.

Eligibility criteria

Studies were included if they met the following criteria:

1. Employed a randomized controlled or randomized crossover design;

2. Involved human participants (trained or recreational);

3. Compared alginate- or alginate–pectin–based carbohydrate hydrogel formulations with matched non-hydrogel carbohydrate solutions or water/placebo;

4. Included an endurance exercise protocol lasting at least 60 min;

5. Reported at least one outcome related to carbohydrate metabolism (e.g., exogenous carbohydrate oxidation or substrate utilization), gastrointestinal symptoms or integrity, exercise performance or capacity, or recovery-related biomarkers.

Studies qualified for inclusion only if they examined oral hydrogel formulations containing alginate or pectin within exercise settings involving human participants. Exclusion criteria encompassed studies using in vitro or animal models, non-alginate/pectin gelling agents, or those without an exercise component. Abstracts, editorials, commentaries, and opinion pieces were also excluded.

Study selection process

Screening followed a two-stage procedure. First, titles and abstracts retrieved through the database search were independently reviewed by two investigators to assess eligibility. Second, the full texts of potentially relevant studies were examined by the same reviewers. Any discrepancies were resolved through discussion and consensus; when agreement was not immediately achieved, a third reviewer adjudicated. No formal measure of inter-reviewer agreement (e.g., Cohen’s kappa) was calculated because disagreements were rare and resolved through discussion.

Data extraction and synthesis

From each included study, data were extracted for the following variables: publication year, study design, sample size, participant characteristics (sex and training status), exercise modality and intensity, hydrogel formulation and carbohydrate dosage, and outcomes related to metabolic modulation, gastrointestinal tolerance, performance, and recovery. Given the substantial heterogeneity across hydrogel formulations, exercise protocols, and outcome measures, findings were synthesized qualitatively to provide a comprehensive overview while acknowledging limited potential for direct quantitative comparison. The review protocol was not registered in a public database such as PROSPERO; this has been explicitly noted to ensure transparency.

Risk of bias and methodological quality

The methodological quality of the included studies was independently assessed by two reviewers using the Cochrane Risk of Bias tool for randomized trials. Evaluated domains included random sequence generation, allocation concealment, blinding of participants and personnel, blinding of outcome assessment, incomplete outcome data, and selective reporting. Discrepancies were resolved through discussion and consensus. A summary of the risk-of-bias assessment for each study is presented in Table 1, supporting the overall reliability of the evidence base. Overall, the studies were judged to have moderate-to-high methodological quality. All trials adequately reported random sequence generation, resulting in a low risk of bias for this domain. Allocation concealment was clearly described in most cases, although two studies (22, 27) were rated as unclear due to insufficient procedural detail. Blinding of participants, study personnel, and outcome assessors was generally implemented and rated as low risk across studies. Attrition rates were minimal, and incomplete outcome data were appropriately addressed, yielding low risk in this domain. No evidence of selective reporting was observed; reported outcomes were consistent with the stated objectives and methods.

TABLE 1.

Risk of bias assessment of included studies.

References Random sequence generation Allocation concealment Blinding (participants and personnel) Blinding (outcome assessment) Incomplete outcome data Selective reporting Overall risk
Nielsen et al. (21) Low Low Low Low Low Low Low
Nielsen et al. (17) Low Low Low Low Low Low Low
Rowe et al. (24) Low Low Low Low Low Low Low
Sutehall et al. (22) Low Unclear Low Low Low Low Low
Flood et al. (23) Low Low Low Low Low Low Low
McCubbin et al. (25) Low Low Low Low Low Low Low
Pettersson et al. (28) Low Low Low Low Low Low Low
Pettersson et al. (26) Low Low Low Low Low Low Low
Dean et al. (27) Low Unclear Low Low Low Low Low

Despite these strengths, several methodological limitations were evident. Sample sizes were typically small, with most trials including fewer than 15 participants, limiting statistical power and generalizability. Study populations were predominantly male, with few investigations exploring sex-specific responses. Considerable variability in exercise modality, duration, intensity, and nutritional protocols further contributed to heterogeneity, highlighting the need for greater standardization in experimental designs. Although the overall risk of bias was low to moderate, these limitations emphasize the necessity for larger, more diverse, and methodologically rigorous trials to better elucidate the effects of alginate- and pectin-based carbohydrate hydrogel formulations on endurance performance, thereby guiding future research efforts in this field.

Formulation and carbohydrate delivery characteristics

The included studies examined a range of alginate- and pectin-based carbohydrate hydrogel formulations, differing in carbohydrate type, dose, hydrogel matrix composition, and timing of delivery (Table 2). This diversity highlights multiple formulation strategies aimed at optimizing exercise performance and recovery. Hydrogel matrices typically combined sodium alginate with pectin in varying proportions, designed to form gels under the acidic conditions of the stomach (30). This gel formation is hypothesized to modulate gastric emptying and enhance carbohydrate availability during exercise (31), reinforcing its potential utility for sports nutrition and performance enhancement. Reported carbohydrate doses ranged from 0.8 g⋅kg–1⋅h–1 during recovery to 180 g⋅h–1 during exercise, encompassing both typical and supra-physiological intake scenarios (Table 2). Delivery strategies–intermittent, bolus, or post-exercise ingestion–illustrate practical options for tailoring carbohydrate intake to specific performance or recovery objectives.

TABLE 2.

Formulation and carbohydrate delivery characteristics of hydrogel-based interventions included in the review.

References Formulation CHO type and ratio CHO dose Hydrogel matrix Delivery timing
Nielsen et al. (21) ALG-CHO + PRO Maltodextrin + plant protein (2:1) 0.8 g CHO⋅kg–1⋅h–1 Sodium alginate Recovery
Nielsen et al. (17) ALG-CP Maltodextrin + fructose +
BCAA
∼90 g⋅h–1 Alginate During exercise
Rowe et al. (24) CHO hydrogel Glucose:fructose (2:1) 90 g⋅h–1 Alginate + pectin During exercise
Sutehall et al. (22) ENCAP/HiENCAP Maltodextrin:fructose (1:0.7) 70–180 g⋅h–1 Alginate + pectin During exercise
Flood et al. (23) MAL + FRU + PEC + ALG Maltodextrin + fructose 90 g⋅h–1 Alginate + pectin During exercise
McCubbin et al. (25) CES-HGel Maltodextrin + fructose 90 g⋅h–1 Alginate + pectin During exercise
Pettersson et al. (28) MD + FRU hydrogel Maltodextrin + fructose 95 g⋅h–1 Alginate During exercise
Pettersson et al. (26) CHO-HG Maltodextrin:fructose (1:0.8) 2.2 g⋅min1 Alginate During exercise
Dean et al. (27) GF-Gel Glucose + fructose 45 g bolus Commercial hydrogel Pre/intermittent

Collectively, the studies provide a comprehensive overview of current Alginate content hydrogel formulations, highlighting variability in carbohydrate composition, matrix architecture, dosing, and timing–factors that may influence metabolic responses, gastrointestinal tolerance, performance outcomes, and post-exercise recovery. Clarifying how each variable affects these outcomes will guide the design of more targeted and mechanistically informative investigations in future research.

Discussion

This systematic review evaluated the effects of alginate- and pectin-based carbohydrate hydrogel formulations (ALG-CP) on metabolic responses, gastrointestinal integrity, exercise recovery, and athletic performance across controlled trials published between 2000 and 2025. The consolidated findings (Table 3) indicate substantial methodological and outcome heterogeneity, suggesting that the ergogenic efficacy of hydrogel formulations is context-dependent rather than universally beneficial.

TABLE 3.

Summary of participant characteristics, hydrogel formulations, and key outcomes across included studies.

References Formulation Sample size/participant characteristics Exercise recovery GI integrity/
tolerance
Metabolic modulation Performance outcomes
Nielsen et al. (21) ALG:alginate-encapsulated plant-based CHO + protein (0.8 g CHO/kg/hr + 0.4 g PRO/kg/hr) vs. CON (1.2 g CHO/kg/hr) n = 14, trained male cyclists 5 h recovery; plasma BCAAs higher with ALG Saliva pH similar (no adverse GI effects) ALG ↑ glucagon, free fatty acids and glycerol; CON ↑ insulin/glucose TTE performance similar (p = 0.13) despite ALG 1/3 less CHO
Nielsen et al. (17) ALG-CP (alginate CHO + BCAA) vs. ALG-C (alginate CHO) vs. CON (non-hydrogel CHO) n = 10, trained male cyclists/triathletes Not measured post-exercise; lower myoglobin (reduced muscle damage) with ALG-CP GI symptoms minimal; hydrogel tolerated ALG-CP ↑ early insulin; glucagon higher pre-TTE TTE longer with ALG-CP vs. ALG-C and CON (≈ + 29%) (NS) with lower HR
Sutehall et al. (22) Alginate + pectin CHO drink (ENCAP); HiENCAP (180 g/h); NORM CHO (70 g/h) n = 8, well-trained runners Not measured GI discomfort similar to control and water Peak ExGluc higher for HiENCAP (180 g/h) No performance test
Flood et al. (23) MAL + FRU + PEC + ALG vs. MAL + FRU vs. water n = 14, recreational cyclists Not measured Both CHO drinks ↓ I-FABP and GI permeability vs. water; hydrogel no extra benefit No metabolic differences between CHO drinks 15-min TT unchanged
Rowe et al. (24) 90 g/h hydrogel (alginate + pectin, 2:1 glucose:fructose) n = 11, trained male runners Not measured Hydrogel ↓ GI symptoms vs. non-hydrogel; similar to placebo Hydrogel ↑ ExCHO; ↓ endogenous CHO Hydrogel 5-km TT faster vs. non-hydrogel and placebo
McCubbin et al. (25) CES-HGel (alginate + pectin CES) vs. CES-Std n = 9, trained male endurance runners Not measured No difference in GI symptoms; high incidence both No difference in blood glucose or substrate oxidation TTE unchanged (HGel 722 vs. Std 756 s)
Pettersson et al. (26) 18% CHO hydrogel (1:0.8 maltodextrin:fructose, gelling polysaccharides; 13C-enriched; ∼132 g CHO/h) n = 12, endurance cyclists; VO2max ∼65.6 mL/kg/min Not measured Dental biofilm pH less acidic with MD + FRU Exogenous CHO oxidation highest with MD + FRU No performance test
Dean et al. (27) GF-Bar (glucose–fructose bar) vs. GF-Gel (glucose–fructose hydrogel) vs. MD-Gel (maltodextrin gel) – each providing 45 g CHO n = 12, Tier 2 trained athletes Not measured GI discomfort similar across formats GF-Bar > GF-Gel > MD-Gel for CHO oxidation Sprint performance similar
Pettersson et al. (28) MD + FRU hydrogel (maltodextrin + fructose, 14%) vs. MD + SUC (maltodextrin + sucrose, 14%) vs. AP (amylopectin starch, 14%) each providing 95 g CHO/h n = 12 (6 F/6 M) elite XC skiers Not measured Well tolerated; no severe GI symptoms Peak ExCHO 1.33 g/min; ↑ total CHO oxidation, ↓ fat oxidation No TT performance benefit

↑Increase, ↓decrease.

Metabolic modulation

Across the reviewed literature, metabolic outcomes emerged as the most consistently affected domain, underscoring their relevance for researchers and practitioners in sports nutrition and metabolism. At moderate carbohydrate ingestion rates (≤70 g⋅h–1), hydrogel formulations generally do not enhance exogenous carbohydrate oxidation (ExCHO) beyond levels achieved with conventional multiple-transportable carbohydrate solutions (22, 25, 29). These findings indicate that intestinal transporter saturation, rather than gastric emptying or encapsulation efficiency, is the principal limiting factor under these conditions. Conversely, at very high ingestion rates (≥90–180 g⋅h–1), alginate-based hydrogels consistently support exceptionally high ExCHO oxidation rates, often exceeding 1.1–1.3 g⋅min1 (22, 26, 28). These studies dominate the “positive” metabolic outcomes in the heatmap (Figure 2) and reinforce the mechanistic premise that hydrogel formation may accelerate gastric emptying while delaying carbohydrate release until intestinal transit, strengthening confidence in these findings among sports scientists and nutritionists. Notably, Nielsen et al. (21) extended metabolic investigation beyond substrate oxidation by examining recovery-phase endocrine responses. Alginate-encapsulated carbohydrate–protein supplementation elicited lower insulin and glucose concentrations, accompanied by higher plasma amino acids, glucagon, free fatty acids, and glycerol compared with an isocaloric carbohydrate-only condition. Although these alterations did not translate into improved time-to-exhaustion performance, they provide valuable insight into metabolic partitioning during recovery–potentially relevant to muscle repair and metabolic flexibility–and inspire further targeted research.

FIGURE 2.

Stacked bar chart summarizes evidence for outcomes of an intervention across four categories: metabolic outcomes are consistently favorable (dark green), gastrointestinal tolerance is mixed or variable (gray), exercise recovery is sparse or inconsistent (yellow), and performance is inconsistent or mostly neutral (yellow). Legend indicates evidence strength from strong positive (green) to negative (red).

Integrated evidence heatmap summarizing the reported effects of alginate-pectin carbohydrate hydrogel formulations across metabolic, gastrointestinal, performance, and recovery outcomes. Shades indicate the direction and consistency of reported effects within each outcome domain. The visualization highlights context-dependent patterns across heterogeneous study protocols, illustrating that while hydrogel ingestion is consistently associated with improved carbohydrate oxidation, its influence on gastrointestinal tolerance, performance, and recovery outcomes remains variable.

Gastrointestinal integrity and tolerance

Gastrointestinal outcomes show mixed but generally neutral-to-positive effects (Figure 2). Subjective GI symptoms are often reduced or unchanged following hydrogel ingestion compared with standard carbohydrate solutions–particularly during running-based protocols, where mechanical and splanchnic stress are elevated (24, 25). Rowe et al. (24) presented one of the clearest examples, reporting significantly lower GI symptom scores with hydrogel ingestion at 90 g⋅h–1 compared with a non-hydrogel glucose–fructose solution. The clinical relevance of these symptom reductions for athlete performance and comfort, however, remains uncertain and warrants further investigation to guide practical recommendations. When GI integrity was assessed using objective biomarkers, evidence supporting hydrogel superiority was limited. This finding reinforces scientific rigor by indicating that current data do not overstate potential benefits. Flood et al. (23) found that carbohydrate ingestion attenuated exercise-induced increases in intestinal fatty acid-binding protein (i-FABP) and gut permeability relative to water; however, pectin–alginate hydrogels conferred no additional protection compared with matched carbohydrate beverages. These results suggest that carbohydrate availability itself, rather than encapsulation, is the primary factor in maintaining GI barrier integrity during prolonged exercise, especially in hot and humid conditions.

A less frequently examined outcome related to gastrointestinal health is oral health. Pettersson et al. (28) observed that hydrogel formulations produced a smaller decline in dental biofilm pH compared with acidic sports drinks, indicating a potential advantage for athletes with high training volumes and frequent carbohydrate exposure. This highlights a broader practical value of hydrogel formulations beyond GI symptom reduction, supporting their role in promoting overall athlete health and recovery.

Athletic performance

Performance outcomes across hydrogel-based carbohydrate studies are highly variable, representing the most inconsistent domain within the current evidence base (Table 3). The majority of randomized controlled and crossover trials reported no statistically significant improvements in conventional performance metrics–such as time-to-exhaustion or time-trial completion–when alginate- or pectin-based hydrogels were compared with carbohydrate- and energy-matched non-hydrogel solutions (25, 26, 29). These null findings occur most often in cycling protocols at moderate relative intensities, where gastrointestinal strain is comparatively lower and carbohydrate delivery demands may not exceed the absorptive capacity of multiple-transportable carbohydrate formulations. In contrast, several studies suggest that hydrogel formulations may offer context-specific performance advantages, particularly under exercise conditions characterized by greater GI perturbation or higher absolute carbohydrate flux (25, 29). Rowe et al. (24) reported an approximately 2% improvement in 5-km running time-trial performance following ingestion of a glucose–fructose hydrogel compared with a standard non-hydrogel carbohydrate solution. This improvement was accompanied by significantly higher exogenous carbohydrate oxidation and lower GI symptom scores, supporting the premise that enhanced GI tolerance and carbohydrate availability may underpin performance gains in running-based endurance tasks. Because running imposes greater mechanical stress on the gastrointestinal system than cycling, these results may reflect a larger relative advantage of encapsulated carbohydrate delivery in such modalities.

Similarly, Nielsen et al. (17) observed a longer time to exhaustion during cycling and lower heart rates during prolonged exercise. They reduced post-exercise myoglobin concentrations following the ingestion of an alginate-encapsulated carbohydrate-BCAA supplement. Although some performance-related outcomes did not reach conventional thresholds for statistical significance, the magnitude and direction of these effects suggest potential practical relevance, particularly for competitive athletes, where small physiological advantages may translate into meaningful performance outcomes. The concomitant reduction in myoglobin further raises the possibility that improved muscle integrity or attenuated fatigue development may indirectly support performance maintenance. Collectively, these findings indicate that the performance benefits of hydrogels are not universal and should not be expected under all exercise conditions. Benefits appear most likely when carbohydrate intake rates are high (≥90 g⋅h–1), gastrointestinal stress is elevated, or when metabolic and mechanical demands converge–such as during prolonged running, high-intensity endurance exercise, or scenarios requiring sustained carbohydrate availability late in exercise. Conversely, in moderate-intensity cycling or controlled laboratory protocols with well-tolerated carbohydrate solutions, hydrogels appear to offer only marginal or negligible ergogenic advantages beyond those provided by conventional multiple-transportable carbohydrate formulations.

Exercise recovery

Exercise recovery represents the least explored outcome domain in the current hydrogel literature (Figure 2), with only a limited number of studies specifically designed to investigate post-exercise physiological responses rather than in-exercise metabolism or performance. The most direct evidence to date comes from two complementary studies by Nielsen et al. (17, 21), which collectively provide initial insight into the recovery-related effects of alginate-encapsulated carbohydrate–protein and carbohydrate–BCAA formulations. In these randomized crossover trials, ingestion of alginate-based hydrogels during or following prolonged cycling was associated with sustained elevations in circulating amino acids during recovery and significantly lower post-exercise myoglobin concentrations compared with carbohydrate-only or non-hydrogel comparators. These findings suggest that hydrogel delivery may enhance amino acid availability and attenuate markers of exercise-induced muscle damage, potentially through altered gastric emptying, improved nutrient release kinetics, or enhanced intestinal tolerance under physiological stress.

Importantly, these recovery-related effects were observed despite minimal or non-significant improvements in subsequent time-to-exhaustion performance, indicating that biochemical markers of recovery may be more sensitive to hydrogel formulation effects than short-term performance outcomes. This dissociation highlights a critical gap in the literature: while blood-based biomarkers such as myoglobin, insulin, and plasma amino acids provide valuable mechanistic insight, they do not necessarily translate into functional recovery. Notably absent across studies are validated measures of neuromuscular recovery, including strength restoration, repeated-bout performance capacity, muscle soreness, and perceptual recovery indices assessed over multiple days. Moreover, recovery outcomes have largely been evaluated within tightly controlled laboratory settings, typically over short post-exercise windows (<6 h). This narrow temporal focus limits ecological validity for real-world training and competitive contexts. The potential benefit of hydrogel formulations for recovery may therefore be most relevant in scenarios involving high carbohydrate demands combined with protein or BCAA provision, such as stage racing, tournament play, or intensive training blocks. However, these applications remain speculative in the absence of longitudinal, multi-day intervention studies. Future research should extend beyond acute biochemical responses, employing repeated-exercise models, delayed recovery assessments (24–72 h), and performance-relevant endpoints. Additionally, direct comparisons of hydrogel-based recovery strategies with established carbohydrate–protein solutions are needed to determine whether encapsulation provides unique benefits beyond nutrient composition alone.

Integrated interpretation

The consolidated evidence heatmap (Figure 2) indicates that alginate- and pectin-based carbohydrate hydrogel formulations are most consistently associated with favorable metabolic outcomes, show variable associations with gastrointestinal tolerance, and display inconsistent links to performance or recovery benefits. Notably, no study has reported adverse metabolic or gastrointestinal effects attributable to hydrogel ingestion, suggesting that these formulations are nutritionally safe and metabolically comparable to conventional carbohydrate solutions. Collectively, the current evidence supports the interpretation that hydrogel-based carbohydrate strategies function as context-specific nutritional tools, rather than as universally superior alternatives to standard carbohydrate delivery methods. Their principal utility appears to lie in facilitating very high carbohydrate intakes under conditions of elevated gastrointestinal and metabolic stress, rather than in providing inherent ergogenic benefits across all endurance exercise contexts. A detailed justification for the exclusion of full-text records during the systematic screening process is provided in Supplementary Table S1 (3238).

Practical implications

From an applied sports nutrition perspective, alginate-based carbohydrate hydrogel formulations should be regarded as a targeted tool rather than a universally superior strategy for carbohydrate delivery. This distinction reinforces the importance of individualized approaches for sports nutrition professionals and athletes. Hydrogel formulations appear particularly beneficial for athletes seeking to achieve very high carbohydrate intake rates (typically > 90 g⋅h–1). Recognizing this potential can help nutritionists and coaches optimize fueling strategies during prolonged endurance events, enabling athletes to maintain performance while minimizing gastrointestinal discomfort. Endurance running and other exercise modalities characterized by elevated gastrointestinal stress may particularly benefit from hydrogel use, as these formulations can reduce symptoms and support consistent fueling, thereby helping sports scientists and coaches enhance athlete management during competition or extended training sessions.

Hydrogels may also provide value in situations where oral health is a concern. Their lower beverage acidity and encapsulated carbohydrate delivery have been linked to smaller reductions in dental biofilm pH, potentially reducing the risk of dental erosion during repeated carbohydrate exposure across long-duration exercise. Additionally, emerging evidence suggests that hydrogel-based formulations may support exercise recovery, particularly when carbohydrates are co-delivered with protein or branched-chain amino acids (BCAAs). Such combinations can help sustain circulating amino acid availability, attenuate markers of muscle damage, and facilitate recovery processes following prolonged or exhaustive exercise. However, practical factors such as cost, preparation complexity, and athlete preference should be considered when determining their suitability for specific training or competition contexts. Conversely, for moderate-intensity exercise or scenarios where carbohydrate intake remains within standard recommendations (≤60–90 g⋅h–1), hydrogel formulations appear to offer no substantial advantage over conventional multiple-transportable carbohydrate solutions. In such cases, simpler carbohydrate beverages remain an effective and practical choice for most athletes.

Strengths and limitations

Strengths

This systematic review has several notable strengths. First, the study was conducted in accordance with PRISMA guidelines and employed a transparent, predefined search strategy across multiple databases, thereby enhancing methodological rigor and reproducibility. Only randomized controlled and randomized crossover trials involving human participants were included, ensuring a high level of internal validity and direct relevance to applied sport and exercise nutrition. Second, the review adopts a nutrition-focused perspective by examining alginate- and pectin-based hydrogels as food-grade carbohydrate delivery systems rather than as isolated ergogenic aids. This approach enables the integrated interpretation of metabolic, gastrointestinal, performance, and recovery-related outcomes, reflecting the multifaceted role of carbohydrate ingestion during endurance exercise. Third, outcomes were evaluated across multiple physiological domains, including exogenous carbohydrate oxidation, gastrointestinal tolerance and integrity, performance capacity, and post-exercise recovery markers. The inclusion of recovery and oral health outcomes, which are rarely addressed in this literature, provides additional mechanistic and practical insight. Finally, the qualitative synthesis and evidence heatmap enable clear visualization of context-dependent effects across heterogeneous study designs.

Limitations

Several limitations of the current evidence base should be acknowledged. Most included studies were characterized by small sample sizes, typically involving fewer than 15 participants, which limits statistical power and increases the risk of type II error. Study populations were predominantly male, which restricts the generalizability of findings to female athletes, who may differ in gastrointestinal function, substrate utilization, and hormonal responses during exercise.

The underrepresentation of female participants warrants more detailed consideration. Sex-specific physiological factors, including differences in gastric emptying rates, intestinal permeability, and substrate metabolism, may meaningfully influence the absorption and tolerance of carbohydrate hydrogels. Moreover, hormonal fluctuations across the menstrual cycle, particularly variations in estrogen and progesterone, can alter gastrointestinal motility, fuel selection, and perceived exertion. These factors could modify both the metabolic and gastrointestinal responses to alginate- or pectin-based carbohydrate ingestion. Consequently, the predominance of male participants limits the external validity of the current evidence base, underscoring the need for future trials to incorporate sex-balanced recruitment, menstrual phase tracking, and dedicated analyses of female-specific responses. Substantial heterogeneity was observed across studies in terms of exercise modality, duration, intensity, environmental conditions, carbohydrate dose, and hydrogel formulation. Outcome measures also varied widely, encompassing metabolic tracer-derived oxidation rates, subjective gastrointestinal symptom scores, and different performance tests. This heterogeneity precluded formal meta-analysis and limited direct quantitative comparisons between studies.

In addition, many trials recruited recreationally trained or sub-elite participants, with relatively few studies involving elite endurance athletes operating at very high absolute workloads. As a result, the contexts in which hydrogel-based carbohydrate strategies are hypothesized to offer the most significant benefit, such as prolonged competition with extreme carbohydrate intake demands, remain underrepresented. Recovery-related outcomes were also sparsely investigated and were often limited to short post-exercise time frames, relying primarily on biochemical markers rather than functional measures of recovery. Recovery-related outcomes are another area of limitation. Most studies employed only short-term biochemical markers, such as muscle glycogen content, plasma cytokines, or creatine kinase activity, to infer recovery, providing limited insight into real-world, and functional restoration of performance. Functional recovery outcomes, such as subsequent exercise capacity, time-trial performance, or perceived readiness, were rarely assessed. Accordingly, the ecological validity of existing recovery data remains low. Future research should incorporate multi-day, integrative designs that simultaneously evaluate biochemical, perceptual, and performance-based measures to better understand how hydrogel ingestion influences recovery in practical athletic contexts. Finally, inter-individual variability, sex-specific responses, and potential adaptations to repeated hydrogel use have not been systematically examined. These gaps highlight the need for larger, more diverse, and methodologically standardized trials to define better the role of alginate-based carbohydrate hydrogels in endurance exercise nutrition. A further consideration concerns potential commercial and industry-related bias. Alginate-based carbohydrate hydrogel formulations are increasingly commercialized as proprietary products, and several included trials relied on manufacturer-supplied supplements or partial industry sponsorship. Although most authors declared no conflicts of interest, commercial involvement may subtly affect study design, comparator choice, or interpretation, favoring positive outcomes. Publication bias may also amplify beneficial findings in industry-supported research. Consequently, independent replication under investigator-initiated conditions, transparent funding disclosure, preregistration, and open data availability are recommended to safeguard neutrality and maintain scientific integrity in this evolving research domain.

Conclusion

This systematic review synthesized evidence from controlled human trials evaluating alginate- and pectin-based carbohydrate hydrogel formulations in endurance exercise, with a focus on carbohydrate metabolism, gastrointestinal tolerance and integrity, exercise performance, and recovery-related outcomes. The consolidated evidence indicates that hydrogel formulations are most consistently associated with favorable metabolic responses, particularly under conditions of very high carbohydrate intake, where exogenous carbohydrate oxidation rates exceed those typically achieved with conventional multiple-transportable carbohydrate solutions. In contrast, the effects on gastrointestinal tolerance, athletic performance, and exercise recovery are more variable and highly context-dependent. Subjective gastrointestinal symptoms are often reduced or unchanged with hydrogel ingestion, especially in running-based protocols characterized by elevated mechanical and splanchnic stress. However, objective markers of gastrointestinal integrity do not consistently demonstrate additional protection beyond that provided by carbohydrate availability alone. Performance benefits are not universal and appear most likely to emerge when carbohydrate intake demands are extreme, gastrointestinal stress is high, or when metabolic and mechanical challenges converge late in prolonged endurance exercise. Evidence relating to post-exercise recovery remains limited but suggests that alginate-based hydrogel formulations may influence nutrient availability and attenuate selected biomarkers of muscle damage when combined with protein or branched-chain amino acids. Importantly, these biochemical responses do not consistently translate into short-term performance improvements, underscoring the need for future studies to incorporate functional and ecologically valid recovery endpoints. Taken together, the current literature supports the view that alginate-based carbohydrate hydrogels represent a context-specific nutritional strategy, rather than a universally superior alternative to conventional carbohydrate formulations. Their primary utility lies in facilitating the delivery of very high carbohydrates under conditions of elevated metabolic and gastrointestinal demand. Further well-controlled, nutrition-focused trials are needed to clarify their role in supporting performance and recovery across diverse endurance exercise settings.

Funding Statement

The author(s) declared that financial support was not received for this work and/or its publication.

Footnotes

Edited by: Laurel M. Wentz, Appalachian State University, United States

Reviewed by: Walaa Jumah Alkasasbeh, The University of Jordan, Jordan

Ernö Gyimes, Szegedi Tudomanyegyetem Elelmiszermernoki Intezet, Hungary

Data availability statement

The original contributions presented in this study are included in this article/Supplementary material, further inquiries can be directed to the corresponding author.

Author contributions

PL: Supervision, Writing – original draft, Writing – review & editing. QS: Writing – original draft, Writing – review & editing. NX: Writing – original draft, Writing – review & editing.

Conflict of interest

The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Generative AI statement

The author(s) declared that generative AI was not used in the creation of this manuscript.

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Supplementary material

The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fnut.2026.1774380/full#supplementary-material

Table_1.docx (13.3KB, docx)

References

  • 1.Cao W, He Y, Fu R, Chen Y, Yu J, He Z. A review of carbohydrate supplementation approaches and strategies for optimizing performance in elite long-distance endurance. Nutrients. (2025) 17:918. 10.3390/nu17050918 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2.McConell G, Canny B, Daddo M, Nance M, Snow R. Effect of carbohydrate ingestion on glucose kinetics and muscle metabolism during intense endurance exercise. J Appl Physiol. (2000) 89:1690–8. 10.1152/jappl.2000.89.5.1690 [DOI] [PubMed] [Google Scholar]
  • 3.Prins P, Noakes T, Buga A, Gerhart H, Cobb B, D’Agostino D, et al. Carbohydrate ingestion eliminates hypoglycemia and improves endurance exercise performance in triathletes adapted to very low- and high-carbohydrate isocaloric diets. Am J Physiol Cell Physiol. (2025) 328:C710–27. 10.1152/ajpcell.00583.2024 [DOI] [PubMed] [Google Scholar]
  • 4.Alghannam A, Ghaith M, Alhussain M. Regulation of energy substrate metabolism in endurance exercise. Int J Environ Res Public Health. (2021) 18:4963. 10.3390/ijerph18094963 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5.Naderi A, Gobbi N, Ali A, Berjisian E, Hamidvand A, Forbes S, et al. Carbohydrates and endurance exercise: a narrative review of a food first approach. Nutrients. (2023) 15:1367. 10.3390/nu15061367 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.Jeukendrup A. A step towards personalized sports nutrition: carbohydrate intake during exercise. Sports Med. (2014) 44:S25–33. 10.1007/s40279-014-0148-z [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7.Urdampilleta A, Arribalzaga S, Viribay A, Castañeda-Babarro A, Seco-Calvo J, Mielgo-Ayuso J. Effects of 120 vs. 60 and 90 g/h carbohydrate intake during a trail marathon on neuromuscular function and high intensity run capacity recovery. Nutrients. (2020) 12:2094. 10.3390/nu12072094 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8.Bourdas D, Souglis A, Zacharakis, Geladas N, Travlos A. Meta-analysis of carbohydrate solution intake during prolonged exercise in adults: from the last 45+ years’. Perspective. Nutrients. (2021) 13:4223. 10.3390/nu13124223 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9.Mlinaric J, Mohorko N. Nutritional strategies for minimizing gastrointestinal symptoms during endurance exercise: systematic review of the literature. J Int Soc Sports Nutr. (2025) 22:2529910. 10.1080/15502783.2025.2529910 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.Arribalzaga S, Viribay A, Calleja-González J, Fernández-Lázaro D, Castañeda-Babarro A, Mielgo-Ayuso J. Relationship of carbohydrate intake during a single-stage one-day ultra-trail race with fatigue outcomes and gastrointestinal problems: a systematic review. Int J Environ Res Public Health. (2021) 18:5737. 10.3390/ijerph18115737 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Sutehall S, Galloway S, Bosch A, Pitsiladis Y. Addition of an alginate hydrogel to a carbohydrate beverage enhances gastric emptying. Med Sci Sports Exerc. (2020) 52:1785–92. 10.1249/MSS.0000000000002301 [DOI] [PubMed] [Google Scholar]
  • 12.Dey B, Pai P, Reddy Y, Shetty M, Kampa Sundara B. Chapter 7 - Production and applications of pectin and alginate in food industries. In: Mazumder N. editor. Advanced Biophysical Techniques for Polysaccharides Characterization. Cambridge, MA: Academic Press; (2024). p. 179–88. [Google Scholar]
  • 13.Sepe F, Valentino A, Marcolongo L, Petillo O, Calarco A, Margarucci S, et al. Polysaccharide hydrogels as delivery platforms for natural bioactive molecules: from tissue regeneration to infection control. Gels. (2025) 11:198. 10.3390/gels11030198 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14.Zhang Y, Dong L, Liu L, Wu Z, Pan D, Liu L. Recent advances of stimuli-responsive polysaccharide hydrogels in delivery systems: a review. J Agric Food Chem. (2022) 70:6300–16. 10.1021/acs.jafc.2c01080 [DOI] [PubMed] [Google Scholar]
  • 15.Tan C. Hydrogel delivery systems of functional substances for precision nutrition. Adv Food Nutr Res. (2024) 112:301–45. 10.1016/bs.afnr.2024.07.001 [DOI] [PubMed] [Google Scholar]
  • 16.Sutehall S, Muniz-Pardos B, Bosch A, Galloway S, Pitsiladis Y. The impact of sodium alginate hydrogel on exogenous glucose oxidation rate and gastrointestinal comfort in well-trained runners. Front Nutr. (2021) 8:810041. 10.3389/fnut.2021.810041 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17.Nielsen L, Lambert M, Jensen J, Jeppesen P. The effect of ingesting alginate-encapsulated carbohydrates and branched-chain amino acids during exercise on performance, gastrointestinal symptoms, and dental health in athletes. Nutrients. (2024) 16:4412. 10.3390/nu16244412 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18.Bi L, Triadafilopoulos G. Exercise and gastrointestinal function and disease: an evidence-based review of risks and benefits. Clin Gastroenterol Hepatol. (2003) 1:345–55. 10.1053/s1542-3565(03)00178-2 [DOI] [PubMed] [Google Scholar]
  • 19.Ribichini E, Scalese G, Cesarini A, Mocci C, Pallotta N, Severi C, et al. Exercise-induced gastrointestinal symptoms in endurance sports: a review of pathophysiology, symptoms, and nutritional management. Dietetics. (2023) 2:289–307. 10.3390/dietetics2030021 [DOI] [Google Scholar]
  • 20.Sieders M, Candry P, El Aidy S. Hydrogel-based experimental models of the gastrointestinal tract. Microbiome. (2025) 13:233. 10.1186/s40168-025-02208-5 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21.Nielsen L, Lambert M, Haubek D, Bastani N, Skålhegg B, Overgaard K, et al. The effect of alginate encapsulated plant-based carbohydrate and protein supplementation on recovery and subsequent performance in athletes. Nutrients. (2024) 16:413. 10.3390/nu16030413 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 22.Sutehall S, Muniz-Pardos B, Bosch A, Pitsiladis Y. The effect of sodium alginate and pectin added to a carbohydrate beverage on endurance performance, substrate oxidation and blood glucose concentration: a systematic review and meta-analysis. Sports Med Open. (2022) 8:82. 10.1186/s40798-022-00472-5 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23.Flood T, Montanari S, Wicks M, Blanchard J, Sharp H, Taylor L, et al. Addition of pectin-alginate to a carbohydrate beverage does not maintain gastrointestinal barrier function during exercise in hot-humid conditions better than carbohydrate ingestion alone. Appl Physiol Nutr Metab. (2020) 45:1145–55. 10.1139/apnm-2020-0118 [DOI] [PubMed] [Google Scholar]
  • 24.Rowe J, King R, King A, Morrison D, Preston T, Wilson O, et al. Glucose and fructose hydrogel enhances running performance, exogenous carbohydrate oxidation, and gastrointestinal tolerance. Med Sci Sports Exerc. (2022) 54:129–40. 10.1249/MSS.0000000000002764 [DOI] [PubMed] [Google Scholar]
  • 25.McCubbin A, Zhu A, Gaskell S, Costa R. Hydrogel carbohydrate-electrolyte beverage does not improve glucose availability, substrate oxidation, gastrointestinal symptoms or exercise performance, compared with a concentration and nutrient-matched placebo. Int J Sport Nutr Exerc Metab. (2020) 30:25–33. 10.1123/ijsnem.2019-0090 [DOI] [PubMed] [Google Scholar]
  • 26.Pettersson S, Edin F, Bakkman L, McGawley K. Effects of supplementing with an 18% carbohydrate-hydrogel drink versus a placebo during whole-body exercise in -5 °C with elite cross-country ski athletes: a crossover study. J Int Soc Sports Nutr. (2019) 16:46. 10.1186/s12970-019-0317-4 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27.Dean E, Osborne A, Subar D, Hendrickse P, Gaffney C. Comparative effects of a glucose-fructose bar, glucose-fructose hydrogel and maltodextrin gel on carbohydrate oxidation and sprint performance in Tier 2 athletes. Exp Physiol. (2025): 10.1113/EP093136 Online ahead of print. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 28.Pettersson S, Ahnoff M, Edin F, Lingström P, Simark Mattsson C, Andersson-Hall UA. Hydrogel drink with high fructose content generates higher exogenous carbohydrate oxidation and lower dental biofilm pH compared to two other, commercially available, carbohydrate sports drinks. Front Nutr. (2020) 7:88. 10.3389/fnut.2020.00088 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 29.King A, Rowe J, Burke L. Carbohydrate hydrogel products do not improve performance or gastrointestinal distress during moderate-intensity endurance exercise. Int J Sport Nutr Exerc Metab. (2020) 30:305–14. 10.1123/ijsnem.2020-0102 [DOI] [PubMed] [Google Scholar]
  • 30.Wang W, Huang Y, Pan Y, Dabbour M, Dai C, Zhou M, et al. Sodium alginate modifications: a critical review of current strategies and emerging applications. Foods. (2025) 14:3931. 10.3390/foods14223931 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 31.Feng J, Qin Z, Farmanfarmaee A, Kong F. Comparing gastric emptying of cellulose nanocrystals with sodium alginate and pectin using a dynamic in vitro stomach model. Int J Biol Macromol. (2024) 280:135892. 10.1016/j.ijbiomac.2024.135892 [DOI] [PubMed] [Google Scholar]
  • 32.Wu X, Wang Y, Liu X, Ding Q, Zhang S, Wang Y, et al. Carboxymethyl chitosan and sodium alginate oxide pH-sensitive dual-release hydrogel for diabetes wound healing: the combination of astilbin liposomes and diclofenac sodium. Carbohydr Polym. (2025) 349:122960. 10.1016/j.carbpol.2024.122960 [DOI] [PubMed] [Google Scholar]
  • 33.Saberian M, Safari Roudsari R, Haghshenas N, Rousta A, Alizadeh S. How the combination of alginate and chitosan can fabricate a hydrogel with favorable properties for wound healing. Heliyon. (2024) 10:e32040. 10.1016/j.heliyon.2024.e32040 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 34.Rodríguez-Cabello J, González de Torre I, Ibañez-Fonseca A, Alonso M. Bioactive scaffolds based on elastin-like materials for wound healing. Adv Drug Deliv Rev. (2018) 129:118–33. 10.1016/j.addr.2018.03.003 [DOI] [PubMed] [Google Scholar]
  • 35.Gounden V, Singh M. Hydrogels and wound healing: current and future prospects. Gels. (2024) 10:43. 10.3390/gels10010043 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 36.Dumville J, Keogh S, Liu Z, Stubbs N, Walker R, Fortnam M. Alginate dressings for treating pressure ulcers. Cochrane Database Syst Rev. (2015) 2015:CD011277. 10.1002/14651858.CD011277.pub2 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 37.da Silva C, Reis R, Correlo V, Jahno V. The efficient role of sodium alginate-based biodegradable dressings for skin wound healing application: a systematic review. J Biomater Sci Polym Ed. (2024) 35:397–414. 10.1080/09205063.2023.2289247 [DOI] [PubMed] [Google Scholar]
  • 38.Yuan N, Shao K, Huang S, Chen C. Chitosan, alginate, hyaluronic acid and other novel multifunctional hydrogel dressings for wound healing: a review. Int J Biol Macromol. (2023) 240:124321. 10.1016/j.ijbiomac.2023.124321 [DOI] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

Table_1.docx (13.3KB, docx)

Data Availability Statement

The original contributions presented in this study are included in this article/Supplementary material, further inquiries can be directed to the corresponding author.


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