Effect of sodium bicarbonate contribution on energy metabolism during exercise: a systematic review and meta-analysis

Background The effects of sodium bicarbonate (NaHCO3) on anaerobic and aerobic capacity are commonly acknowledged as unclear due to the contrasting evidence thus, the present study analyzes the contribution of NaHCO3 to energy metabolism during exercise. Methods Following a search through five databases, 17 studies were found to meet the inclusion criteria. Meta-analyses of standardized mean differences (SMDs) were performed using a random-effects model to determine the effects of NaHCO3 supplementation on energy metabolism. Subgroup meta-analyses were conducted for the anaerobic-based exercise (assessed by changes in pH, bicarbonate ion [HCO3−], base excess [BE] and blood lactate [BLa]) vs. aerobic-based exercise (assessed by changes in oxygen uptake [VO2], carbon dioxide production [VCO2], partial pressure of oxygen [PO2] and partial pressure of carbon dioxide [PCO2]). Results The meta-analysis indicated that NaHCO3 ingestion improves pH (SMD = 1.38, 95% CI: 0.97 to 1.79, P < 0.001; I2 = 69%), HCO3− (SMD = 1.63, 95% CI: 1.10 to 2.17, P < 0.001; I2 = 80%), BE (SMD = 1.67, 95% CI: 1.16 to 2.19, P < 0.001, I2 = 77%), BLa (SMD = 0.72, 95% CI: 0.34 to 1.11, P < 0.001, I2 = 68%) and PCO2 (SMD = 0.51, 95% CI: 0.13 to 0.90, P = 0.009, I2 = 0%) but there were no differences between VO2, VCO2 and PO2 compared with the placebo condition. Conclusions This meta-analysis has found that the anaerobic metabolism system (AnMS), especially the glycolytic but not the oxidative system during exercise is affected by ingestion of NaHCO3. The ideal way is to ingest it is in a gelatin capsule in the acute mode and to use a dose of 0.3 g•kg− 1 body mass of NaHCO3 90 min before the exercise in which energy is supplied by the glycolytic system.


Background
Energy supply is an important prerequisite for maintaining exercise, in which fat, carbohydrate (glucose) and protein are converted into adenosine triphosphate (ATP) to provide energy for the body. Energy output from human movement is divided between anaerobic and aerobic energy supply systems. The anaerobic systems are the phosphagen system and glycolytic system, which synthesize ATP without oxygen participation. The energy supply substrates of the phosphagen system are ATP and creatine phosphate (CP or phosphocreatine [PCr]), also called the ATP-CP system. ATP-CP participates in energy supply directly, which is the fastest but also shortest way to maintain the duration of the energy supply. The energy substrate of the glycolytic system is glucose, which synthesizes ATP by decomposing glucose. The process by which the body decomposes a substrate under aerobic conditions is called intracellular respiration. This process requires the participation of oxygen, and is called the oxidative system. The mitochondria in the cells are the organs that produce ATP by glucose, fat and protein oxidation, and at the same time, the cardiovascular and respiratory systems need to transport large amounts of oxygen to the muscles for their needs [1], (Table 1).
In exercise physiology the interconnection between the energy required to complete different types of exercise and the ways supplied by each energy system together is referred to as the Continuous unity of energy (CUE) [2]. It describes the corresponding overall relationship between different movements and different energy supply paths of the energy system (Unity of sport and energy supply). The CUE is generally expressed as the percentage of aerobic and anaerobic energy supplied. According to the ratio of anaerobic and aerobic energy supplied for different sports, the relative positions of various sports in the CUE can be determined and the sport can be understood by what is the leading energy supply system.
The ratio of the anaerobic and aerobic energy supply is determined by exercise intensity. The ATP-CP system mainly provides energy for high-intensity short-term exercise (i.e., sprinting, throwing, jumping and weight lifting); the glycolytic system mainly provides energy for medium-high-intensity, short-term exercise (i.e., 400 m running and 100 m swimming) and the oxidative system mainly functions for low-medium-intensity, mediumlong time exercise (i.e., long distance running, rowing and cycling), ( Table 2). The energy supply capacity of different energy systems determines the strength of exercise capacity.
The ATP-CP system tells us that when ATP is used, creatine kinase decomposes PCr and simultaneously removes inorganic phosphate (Pi) to release energy during explosive activities [3]. The energy generated when decomposing PCr can combine Pi with adenosine diphosphate (ADP) to regenerate ATP, thereby maintaining the stability of ATP levels. The principle of the glycolytic system is that glycogen or glucose decomposes to form pyruvate, which becomes lactic acid in the absence of oxygen. If lactic acid is not removed in time, it will be decomposed and converted into lactate and cause a large amount of H + accumulation, resulting in muscle acidification, causing acidosis [4].
The increase of H + will cause decreases of pH in the body, and the destroyed acid-base balance will damage muscle contractility and hinder ATP production. In order to reduce the effect of free H + , alkaline substances in blood and muscle will combine with H + to buffer or neutralize it [5]. In the body, there are three main chemical buffers, bicarbonate ions (HCO 3 − ), Pi, and protein. In addition, the hemoglobin in red blood cells is also an important buffer, but a large part depends on HCO 3 − (see Table 3) [1]. When lactic acid is formed, the body's fluid buffer system will increase the HCO 3 − in the blood to help the body quickly recover from fatigue. This process is called bicarbonate loading [6]. Sodium bicarbonate (NaHCO 3 ) is a type of physiological supplement. Ingesting some substances that can increase the HCO 3 − in the blood, like NaHCO 3 , can increase the blood pH and make it more alkaline. The higher the HCO 3 − , the stronger the acid-base buffer provided, allowing higher concentrations of lactic acid in the blood.
There are some studies showing that NaHCO 3 can change the content of blood lactate (BLa), HCO 3 − , pH and BE [7][8][9][10] during anaerobic-based exercise. Although those parameters are affected by ingesting NaHCO 3 , the change of anaerobic metabolism systems (AnMS) is different. The capacity of the glycolytic system could increase [11] or stay the same [12], but the ATP-CP system seems not affected by ingestion of NaHCO 3 , because the ATP or PCr content is not affected by NaHCO 3 [12,13]. Due to the participation of oxygen in the process of ATP synthesis in the oxidative system, a large number of studies have shown that enhancing oxygen uptake and the muscle's ability to use oxygen can improve the oxidative system capacity. For that reason, some researchers explored whether NaHCO 3 will increase oxygen uptake and affect the oxidative system. Similar to the glycolytic system, contradictory evidence is shown in the existing literature, demonstrating that the capacity of the glycolytic system could increase [14] or stay the same with NaHCO 3 ingestion [15]. The main reason why NaHCO 3 has different effects on different energy metabolism systems may be due to the different exercise durations reflected by different exercise types. Some studies have shown that an intake of NaHCO 3 will improve high-intensity intermittent exercise [16,17] or repeat sprint ability [18,19]. According to the exercise duration reflected by the specific sport characteristics, some scholars have concluded that NaHCO 3 has an effect on exercises of less than 4 min, but no effect on exercise of a longer duration [20]. Other scholars have found a more specific time effect, that for less than 1 min or more than 7 min it is ineffective and its supplementary benefits for anaerobic exercise within 2 min are very limited [1]. Another point is the gender difference, that men seem to benefit more from the supplementation of NaHCO 3 [19,21], the reason for which might be found in physiological differences. Women have smaller type II fibers than men, and type II fibers rely predominantly on the glycolytic energy system [22]. This may explain why the previous research has contradictory results.
Unlike previous studies, due to different results and study discussions, this review no longer focuses on specific sports, exercise tasks or duration, but instead goes back to its source to explore the mechanism and principles of application of NaHCO 3 . Despite all apparent changes, the energy supply is essentially the same in all sports.
Knowledge of nutrition can influence dietary choices and impact athletic performance, and is important for coaches because they are often the most significant source of such knowledge for their athletes [23]. In addition, one article concluded that the level of athletes' knowledge about the proper and intended use of sports supplements reveals the necessity of enforcing ongoing education about sports supplementation [24]. Clarifying the role of NaHCO 3 can provide a reference for a lot of athletes and coaches.

Search strategy
The present article is a meta-analysis focusing on the contribution of sodium bicarbonate to energy metabolism during different types of exercise (i.e., aerobic-based and anaerobic-based). This study followed the Preferred  Reporting Elements for Systematic Reviews and Metaanalysis (PRISMA) guidelines [25] and the eligibility criteria of articles was determined with the application of the Participants, Intervention, Comparison, Outcome and Study design (PICOS) question model [26], elements were used in title, abstract and/or full text of articles to identity studies that met the eligibility criteria (Table 4). A systematic search was conducted using PubMed, Web of Science, SCOPUS, Medline and SPORTDiscus databases to identify eligible studies published from 2010 to June 2020. Search terms related with main concepts were used: "sodium bicarbonate" AND ("metabolism" OR "energy expenditure") AND ("exercise" OR "physical activity" OR "sport") AND "aerobic" AND "anaerobic". Through this search, a total of 351 articles were obtained and 17 articles were finally included in this meta-analysis.

Selection of articles: inclusion and exclusion criteria
After obtaining the 351 articles according to the inclusion criteria of PICOS in the search, the following exclusion criteria were taken into consideration to determine the final studies: 1) Review and meta-analysis; 2) No sodium bicarbonate supplement ingestion or the outcomes measure not related to energy metabolism; 3) Supplement mixed with other supplements (i.e. caffeine or beta-alanine); 4) Animal experiments; 5) Injury participants or without training experience; 6) Study design not matched: not under the same experimental conditions (i.e., Hypoxia or ingested after high intensity exercise), without exercise after ingesting, no placebo as a comparison group; 7) Inadequate parameter measurement; 8) Data not described in detail (e.g., no mean or standard deviation (SD), no response after emailing author). The data collection process is presented in Fig. 1.
The methodological quality of the articles, was evaluated using McMaster's Critical Review Form [27]. The McMaster Form contains 15 items that are scored depending on the degree to which the specific criteria were met (yes = 1, no = 0). A summary score was calculated for each article by summing the total score obtained across relevant items and dividing it by the total possible score. The evaluation score of the quality of the articles is shown in Table 5. The main deficiencies found in methodological quality are associated with item 14 of the questionnaire, which is "were drop-outs reported?", as there is no description about whether participants dropped out or not.

Data extraction and analysis
Physiological results data were extracted in the form of mean, SD, and sample size for placebo and NaHCO 3 cohorts. Data were collected directly from tables or within text of the selected studies when possible. Data of 6 studies were partially abstracted by online graph digitizing software (WebPloDigitizer 1 ) when values were not reported in the text. This included values abstracted directly with mean and SD [28][29][30] or calculated after obtaining mean and standard error (SE) [31,32] or a 95% confidence interval (95% CI) [33]. A study was excluded from the meta-analysis when the missing data could not be provided, or the author did not respond [34][35][36]. Dependent variables include those parameters relevant to energy metabolism after exercises following the supplement intervention. When pertinent data were not available or referenced in the article, the study was excluded from the meta-analysis.
The meta-analysis was conducted using the Review Manager 5.3 (v5.3, Cochrane Collaboration, Copenhagen, Denmark, 2020) in order to aggregate, via a random-effects model [37], the standardized mean difference (SMD) between the effects of NaHCO 3 and placebo cohorts. The mean ± SD and sample size were used to calculate SMD. A sub-group analysis was also performed to evaluate the influence on exercise with different metabolic characteristics. The use of the SMD summary statistic allowed all effect sizes to be transformed into a uniform scale, which was interpreted, according to Cohen's conventional criteria [38], with SMD of < 0.20 being classified as negligible, 0.20-0.49 classified as small; 0.50-0.79 classified as moderate; and > 0.80 classified as large. Heterogeneity was determined using I 2 value, with values of 25, 50 and 75 indicating low, moderate and high heterogeneity, respectively. The results are reported as weighted means and 95% CI. The statistical significance was set at p < 0.05.

Study selection and characteristics
A total of 351 articles were initially identified through databases. Of the 186 that remained after the removal of 165 duplicates, 101 articles were not considered relevant and were excluded. Based on the inclusion criteria, 17 articles, published between 2010 and 2019, met the full set of criteria and were included for review. All descriptions and characteristics of the review studies are presented in Tables 6 and 7. Moreover, the quality assessment of selected articles was classified as Very Good ( Table 5).
The study design, testing parameters and participants' characteristics for the meta-analyzed studies are displayed in Tables 6 and 7. All studies are divided into two types of exercise, either anaerobic-based or aerobic-based. Exercise characteristics depend on the experimental design after NaHCO 3 intervention in these studies, which is whether the exercise is dominated by anaerobic or aerobic ability. After review, 11 articles [28,29,[31][32][33][39][40][41][42][43][44] were found to belong to anaerobic-based exercise for analysis of AnMS, which are the ATP-CP and glycolytic systems), and 6 articles [30,[45][46][47][48][49] were found to belong to aerobic-based exercise for analysis of the oxidative system.
The total number of participants across all studies was 215. Studies either used mixed-sex samples (3 studies) or included only men (10 studies) or only women (1 study) and another 3 studies did not describe the gender of sample subjects. Out of the 17 included studies, 14 used a NaHCO 3 dose of 0.3 g•kg − 1 , two studies used the dose of 0.5 g•kg − 1 , and one study used the dose of 4 mmol•kg − 1 (about 0.336 g•kg − 1 ). The timing of ingestion ranged from 60 min up to 4 h pre-exercise. In some studies, the dose of NaHCO 3 was provided at one timepoint, with other studies splitting up the total dose at multiple timepoints. The duration of NaHCO 3 administration was either once or on 5 consecutive days. The type of administration was via gelatin capsules or tablets, but some studies did not report this information (Tables 6 and 7).

The influence after ingesting NaHCO 3 on AnMS
Metabolic by-products (e.g., lactic acid) are largely accumulated following the AnMS energy generation process. In the process of dissociating the metabolic by-product, the concentration of H + in body fluids will increase and therefore lower the pH value. In order to reduce the effect of free H + , the alkaline substances in blood and muscle will combine with H + to buffer or neutralize H + .
Fortunately, cells and body fluids have buffers such as HCO 3 − , that can reduce the impact of H + . Without the buffers, H + would lower the body's pH value by 1.5, resulting in cell death. When the intracellular pH value is lower than 6.9, it inhibits the activity of important glycolytic enzymes and reduces the rate of glycolytic and ATP production. When the pH value reaches 6.4, H + will stop any further decomposition of glycogen, causing ATP to rapidly decline until the end of the failure. However, due to the body's buffering capacity, even during the most strenuous exercise, the concentration of H + can be maintained at a very low level. Even when exhausted, the muscle pH value drops slightly from the steady state of pH 7.1, but it will not drop to a pH below 6.6-6.4 [1].
To sum up, ingesting NaHCO 3 will neutralize H + , thus affecting the content of buffer substances (HCO 3 − ) in the body and pH, thereby affecting the body's acid-base balance. Since ingestion of NaHCO 3 leads to a higher efflux of lactate from the working skeletal muscle to the plasma, BLa can reflect metabolic ability to a certain extent. Therefore, the four variables (i.e., HCO 3 − , pH, BE and BLa), at the last time point (i.e., the influence after the last exercise if it has two or more bouts, as with the variable used to analyze the oxidative system) were chosen to assess the influence of NaHCO 3 on AnMS.

Overall meta-analysis of AnMS
The forest plots depicting the individual SMDs and associated 95% CI and random-effect models for pH, HCO 3 − , BE and BLa are presented in Figs. 2, 3, 4, 5 respectively.

Strategic analysis of NaHCO 3 in AnMS
For anaerobic-based exercise (Table 6), 9 (82%) out of 11 studies used 0.3 g•kg − 1 BM of NaHCO 3 and the remaining 2 articles used 0.5 g•kg − 1 BM. The duration was once in 10 (91%) studies, while 1 study had duration of 5 consecutive days. The administration of NaHCO 3 was in gelatin capsules in 7 (64%) studies and not recorded in 4 studies (Fig. 6). More than half of the studies showed NaHCO 3 ingestion 90-60 min before the trial, other studies shown it more than 2 h before the trial.

The influence after ingesting NaHCO 3 on the oxidative system
When performing long-term moderate-intensity exercise, the ventilation volume matches the energy metabolism rate, and it is necessary to constantly change the ratio between the body's oxygen uptake (VO 2 ) and carbon dioxide production (VCO 2 ). It is widely acknowledged that a higher VO 2 is associated with a stronger aerobic capacity. Most of the CO 2 (about 60-70%) produced during muscle exercise is transported back to the heart in the form of HCO 3 − [1]. CO 2 and water molecules combine to form carbonic acid, which is unstable and will soon dissolve, forming free H + and HCO 3 − : When the blood enters the area where the partial pressure of carbon dioxide (PCO 2 ) in the lungs is low, H + will combine with HCO 3 − to form carbonic acid, and then decompose into CO 2 and water: After CO 2 enters the lungs, it is eliminated by dissociation, which is the main way to reduce H + concentration when CO 2 is eliminated [1].
The amount and rate of gas exchange across the respiratory membrane are mainly determined by the partial pressure of each gas. The gas diffuses along the pressure gradient, from the part with the higher pressure to the lower pressure part. At standard atmospheric pressure, the partial pressure of oxygen (PO 2 ) outside the body is greater than that inside the body after alveolar gas exchange. When the exercising muscles require more oxygen to meet metabolic needs, the venous oxygen is depleted and accelerates the alveolar gas exchange, resulting in PO 2 reduction [1]. Therefore, O 2 enters the blood and CO 2 leaves the blood. PCO 2 is mainly used to determine whether there is respiratory acidosis or alkalosis. Increased PCO 2 suggests that there is insufficient lung ventilation, and CO 2 retention in the body, which leads to respiratory acidosis. Lower PCO 2 , indicating hyperventilation (such as deeper or faster breathing), and excessive CO 2 elimination in the body, leads to respiratory alkalosis [1]. Therefore, an increase in PCO 2 will cause an increase in CO 2 in the blood, which will result in a decrease in the pH value.
To sum up, the change of O 2 and CO 2 during longterm moderate-intensity exercise can reflect aerobic The diamonds represent the pooled SMD for all studies. CI: Confidence interval, df: degrees of freedom capacity to a certain extent. For that reason, the four variables (i.e., VO 2 , VCO 2 , PO 2 and PCO 2 ) were chosen to assess the influence of NaHCO 3 on the oxidative system.
Overall meta-analysis of the oxidative system The forest plots depicting the individual SMDs and associated 95% CI and random-effect models for VO 2 , VCO 2 , PO 2 and PCO 2 are presented in Fig. 7.

Strategic analysis of NaHCO3 on the oxidative system
For aerobic-based exercise (Table 7), 5 (83%) out of 6 studies used 0.3 g•kg − 1 BM of NaHCO3 and 1 article used 4 mmol•kg − 1 (about 0.336 g•kg − 1 ). The duration was once in 5 (83%) out of 6 studies, while 1 study had a duration of 5 consecutive days. The administration of NaHCO 3 was in tablets in 1 study, gelatin capsules in 2 studies and not recorded in 3 studies (Fig. 8). Half of the studies showed NaHCO3 ingestion 90 min before the trial, other studies showed it 3-1.5 h before the trial.

Discussion
To our knowledge, the present study is the first to assess the contribution of NaHCO 3 ingestion on energy metabolism during exercise with a meta-analytic statistical technique using Review Manager 5.3 (v5.3, Cochrane Collaboration, Copenhagen, Denmark, 2020). The main findings of this analysis indicated that ingestion of NaHCO 3 improves pH, HCO 3 − and BE in the blood during exercise compared to a placebo (Figs. 2, 3, 4). However, BLa can be improved in anaerobic-based but not in aerobic-based exercise through ingestion of NaHCO 3 (Fig. 5). Furthermore, compared to a placebo, ingestion of NaHCO 3 during exercise does not improve VO 2 , VCO 2 and PO 2 , although it improves PCO 2 in anaerobic-based but not aerobic-based exercise (Fig. 7). Collectively these results indicate that ingestion of NaHCO 3 is better than a placebo to improve AnMS but makes no difference to the oxidative system. The discrepancies in the studies reported in this metaanalysis need to be considered. The extracellular to intracellular pH gradient increases as HCO 3 − is impermeable to cellular membranes [50], resulting in a greater efflux of H + and lactate from active muscles [51]. This occurs via either simple diffusion or by the lactate or H + co-transporters [5]. It has been suggested that lactate efflux from muscles is higher as a result of extracellular alkalosis. However, Fig. 5 shows that there was no significant difference for BLa in an aerobic-based situation. That may explain the lack of effect with ingestion of NaHCO 3 on performance that is based on the oxidative system, despite the significant effects on AnMS.
Therefore, a sensitivity analysis was performed to verify the results. According to the evaluation results in Table 5, the study with the lowest score [43] and another 5 articles [33,41,42,44,45] that were not given full marks were excluded. These sensitivity analysis results were similar to those of the original meta-analysis.

Discussion on AnMS
Results in the present analysis indicate that NaHCO 3 ingestion is effective in improving AnMS, which may be able to improve sport performance based on anaerobic capacity. The performance results of included studies showed that performance improved or was maintained the same when ingesting NaHCO 3 , while a placebo showed a decline in sport performance. (Table 6). This result is different from that of other meta-analyses [52,53], but similar to several individual studies which did not meet the present eligibility criteria [54,55]. Two included studies [32,33] reported no improvement in sport performance, and we found that the experimental exercise in these two articles were more likely based on the ATP-CP system to obtain energy (Table 6). This is similar to previous studies [12,56], where the ATP-CP system was not affected by NaHCO 3 ingestion.
The key point of the contraindications in different results may be the gastrointestinal (GI) problems caused by ingestion of NaHCO 3 . Because the bicarbonate buffer system is not solely responsible for blood pH and is also vital in other systems, such as the stomach and duodenum by neutralizing gastric acid, abdominal pain and diarrhea are often experienced by individuals who take NaHCO 3 [36,57]. An article included in the present study also illustrated this problem [41]. While the results among all subjects indicated that the intake of NaHCO 3 has no effect on sports performance, after excluding subjects who had GI problems with ingestion of NaHCO 3 , a significant difference in sports performance was observed. However, in this meta-analysis, the author extracted the data of all subjects from this article and verified that it did not affect the results of the metaanalysis. In response to the GI problems, some countermeasures have been taken that have been scientifically proven to alleviate or prevent GI problems. For example, ingestion of a large amount of water [58], with food [9], with carbohydrate [59] or administration as entericformulated capsules [60]. More measures to prevent GI problems may help demonstrate the improvement in sport performance with the intake of NaHCO 3 as subjects are not troubled by GI problems.

Discussion on the oxidative system
Although the overall PCO 2 in Fig. 7 shows a significant difference, aerobic-based exercise alone presented no significant difference. Therefore, ingestion of NaHCO 3 does not benefit exercise based on the oxidative system, which means it may not be able to improve sport performance that is based on aerobic capacity. This is similar to the performance results shown in Table 7, with the exception of one study [45] that did not record performance results and two other studies that had results possibly due to chronic ingestion [46], or the decrease in PO 2 [47] due to ingestion of NaHCO 3 . As mentioned before, PO 2 reduction accelerates alveolar gas exchange. The results based on this meta-analysis, that the sport performance based on aerobic capacity is not affected by NaHCO 3 ingestion, is different from some previous studies [14,61], but similar to other studies [15,62].
There is a reason why NaHCO 3 intake will cause different results for aerobic-based exercise. Whether ATP is produced under aerobic or anaerobic conditions, glycogen plays an important role. Glycogen can provide energy to maintain moderate-intensity exercise for 3 to 5 min under aerobic conditions. The reason some studies [14,61] have different results from the present study may be because they are based on the aerobic energy supply form of muscle glycogen. However, the studies included in this present meta-analysis are based on the aerobic energy supply form of fat (according to the exercise time, energy from fat can be maintained for 1-2 h or more) ( Table 1). Different forms of the oxidative system supply may be one of the reasons for the different performance results after ingestion of NaHCO 3 .

Limitations
A number of limitations may be present in this metaanalysis and should be considered. Firstly, the choice of variables that reflect the ATP-CP, glycolytic and oxidative systems may not be a good representative of performance. As we know, the substrates of ATP recovery for the ATP-CP, glycolytic and oxidative system are ATP/PCr, glucose and fat (i.e. free fatty acid [FFA], which are the main energy sources for the oxidative system) [1] respectively. The ideal way is to use these variables because the changes in their content can directly reflect the changes in the capacity of each energy metabolism system. However, a total of 9 articles from the initial search analyzed using these parameters (i.e., ATP, PCr, glucose or FFA), and there was only one left after excluding articles that did not meet the eligibility criteria. This is why we chose pH, HCO 3 − , BE and BLa; VO 2 , VCO 2 , PO 2 and PCO 2 that reflect the changes in the capacity of each energy metabolism system indirectly instead, which may affect the accuracy of the research results.
Additionally, this study analyzes the integration of the ATP-CP and glycolytic system as an AnMS, but in fact the research results of this article may be biased towards the glycolytic system. ATP resynthesis into ATP-CP occurs very quickly, and intake of NaHCO 3 may be too late to have an effect. Therefore, there is a lack of a specific influence of ingestion of NaHCO 3 on the ATP-CP system, while other studies have reported that induced alkalosis does not affect the ATP-CP system, but does benefit the glycolytic system and does not impact the oxidative system [11,17], similar to the results in the present meta-analysis.

Conclusions
This meta-analysis provides evidence that ingestion of NaHCO 3 increases the content of pH, HCO 3 − , BE and lactate in the blood, that may be beneficial to exercise based on the anaerobic metabolism system, especially based on the glycolytic system. The ideal way is to ingest it in a gelatin capsule in an acute mode and use a dose of 0.3 g•kg − 1 BM of NaHCO 3 90 min before the trial. Furthermore, the specific form of aerobic oxidative supply should be considered before ingesting NaHCO 3 when doing aerobic exercise. Therefore, athletes and coaches should take notice that anaerobic and aerobic exercise and sports capacity based on the glycolytic system may be improved by supplementing with NaHCO 3.