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23 September 2022 Inhaled CO2 Concentration While Wearing Face Masks: A Pilot Study Using Capnography
Cecilia Acuti Martellucci, Maria Elena Flacco, Mosè Martellucci, Francesco Saverio Violante, Lamberto Manzoli
Author Affiliations +

BACKGROUND: Face masks are recommended based on the assumption that they protect against SARS-CoV-2 transmission, however studies on their potential side effects are still lacking. We aimed to evaluate the inhaled air carbon dioxide (CO2) concentration, when wearing masks.

METHODS: We measured end-tidal CO2 using professional side-stream capnography, with water-removing tubing, (1) without masks, (2) wearing a surgical mask, and (3) wearing a FFP2 respirator (for 5 minutes each while seated after 10 minutes of rest), in 146 healthy volunteers aged 10 to 90 years, from the general population of Ferrara, Italy. The inhaled air CO2 concentration was computed as: ([mask volume × end-tidal CO2] + [tidal volume − mask volume] × ambient air CO2)/tidal volume.

RESULTS: With surgical masks, the mean CO2 concentration was 7091 ± 2491 ppm in children, 4835 ± 869 in adults, and 4379 ± 978 in the elderly. With FFP2 respirators, this concentration was 13 665 ± 3655 in children, 8502 ± 1859 in adults, and 9027 ± 1882 in the elderly. The proportion showing a CO2 concentration higher than the 5000 ppm (8-hour average) acceptable threshold for workers was 41.1% with surgical masks, and 99.3% with FFP2 respirators. Adjusting for age, gender, BMI, and smoking, the inhaled air CO2 concentration significantly increased with increasing respiratory rate (mean 10 837 ±3712 ppm among participants ⩾18 breaths/minute, with FFP2 respirators), and among the minors.

CONCLUSION: If these results are confirmed, the current guidelines on mask-wearing should be reevaluated.


Most nations introduced the use of face masks in the community to contrast SARS-CoV-2 pandemic.1,2 Italy, one of the first countries to experience an epidemic wave,3 required masks to be worn by all people older than 5 years, indoors and outdoors.4

Surgical masks and respirators are assumed to reduce the spread of SARS-CoV-2,2 and are believed to decrease the incidence of other airborne infections.5 On the other hand, a prolonged mask use has been associated with higher viral loads and more severe symptoms in infected people (possibly due to the re-inhalation of viral particles trapped in the mask),6 with skin disorders due to pathogens contamination, a higher likelihood of frequent cough, sputum production, dyspnea, and panic attacks,7,8 with delayed cognitive development in infants,9,10 and with a substantial rise of inhaled carbon dioxide (CO2), which in turn may cause other symptoms.11,12

Few studies, however, directly assessed CO2 in air inhaled while wearing masks in the general population.13,14 Three of these studies had an overall sample of 12 adults and 45 children, and used measurement tools which could not avoid the interference of water vapor,1315 which is typically high in exhaled air,16 and is known to substantially decrease accuracy.17 One study used a cardiopulmonary stress testing device, finding a negative impact of masks on cardiac and pulmonary parameters during exercise.18 Finally, 4 further studies used capnography, the most appropriate instrument to verify changes in respiratory gases.19 Early markers of hypoventilation were observed after the 12-minute walking test among 22 children wearing FFP2 respirators,20,21 after the 6-minute walking test among 100 adults wearing surgical masks,22 and even at rest in 30 adults and elderly with both types of masks.23

With the present study, we aimed at expanding the evidence about the potential inhalation of excess CO2 as a consequence of wearing surgical masks or FFP2 respirators, among adults, children, and the elderly. Therefore, we used a professional real-time capnograph, with water-removal tubing, in order to assess the inhaled air CO2 concentration in a sample of healthy individuals wearing different types of masks.

Materials and Methods

Study population

The participants were healthy volunteers sequentially recruited by 3 general practitioners and 1 family pediatrician in the Province of Ferrara, Italy during April and May 2021, and June 2022. Inclusion criteria were: age between 10 and 90 years, forehead temperature <37.5°C, being able to wear a mask without assistance, and providing written informed consent (for the minors, the consent was requested to the legally responsible individual). Exclusion criteria were: pregnancy, and cardiac or respiratory comorbidities.

Study design

In this observational, descriptive study, we measured the end-tidal CO2 (ETCO2) in all participants (a) without masks; (b) wearing a surgical mask; (c) wearing a Filtering Face-Piece grade 2 (FFP2) respirator. Given that the masks constitute an added dead space of the airways, with different volumes depending on mask size and face shape,24 the concentration of CO2 within this added dead space can be assessed measuring the ETCO2, which indicates how much CO2 is exhaled in the final phase of the expiration.25 The evaluations of ETCO2 were performed after 10 minutes of rest, with participants seated, silent, and breathing only through the nose. To account for potential oscillations, which were however infrequent (n = 6), a trained physician (CAM) took measurements at minutes 3, 4, and 5, and the final value used in the analyses was the average of the 3 measurements.26

All masks were identical and were provided by the investigators, who monitored and eventually adjusted the fit.27 The surgical mask was a 3-layer plane-shaped disposable face mask with ear loops (17.5 × 9.5 cm, conforming to UNI EN ISO 14683:2019 and AC:2019 regulations). The FFP2 was a 5-layer disposable respirator (15.0 × 10.0 cm, conforming to EN 149:2001 and A1:2009), equivalent to United States N95.

The measurement tool was a Rad-97™ capnograph with real-time side-stream gas measurement and water-removal tubing (Masimo Corp., Irvine, CA, USA).28 The sampling point (nasal cannulas) was positioned outside the exhaled air stream—below the lips of each subject—to ensure that the detected ETCO2 was that of the volume of air within the masks (Figure 1). Consistently, participants were also required to keep their mouth closed, thus ensuring reproducibility by preventing any exhaled air stream from reaching the cannulas. The capnography device measured CO2 in mmHg, which was converted to ppm using a standardized conversion formula.29

Figure 1.

Photos of the measurement method. (A) Capnograph and oximeter measurement while wearing no mask: no ventilation curves are apparent, ETCO2 and respiratory rate are not detected, and oxygen saturation is 97%. The positioning of the nasal cannulas below the lower lip can be seen. (B) Measurement while wearing the surgical mask: ventilation curves are apparent, ETCO2 is 31 mmHg, respiratory rate is 22 breaths per minute, and oxygen saturation is 97%. (C) Measurement while wearing the FFP2 respirator: ventilation curves are apparent, ETCO2 is 33 mmHg, respiratory rate is 18 breaths per minute, and oxygen saturation is 96%.


The environmental CO2 concentration (in ppm) was measured using an automatic Temtop mod. M2000C® sensor (Elitech Technology Inc., Milpitas, CA, USA). All measurements were taken into a room that was constantly and amply ventilated with external air.

For each participant, information was also collected on blood oxygen saturation and respiratory rate (measured at the same time points as the ETCO2), age, gender, weight and height, and smoking (current—at least one cigarette per week—or former). Blood oxygen saturation was measured through a LTD800® digital finger pulse oximeter (Dimed Co. Ltd., Cavriglia, AR, Italy).

Data analysis

The primary outcome was the mean inhaled air CO2 concentration when wearing masks. The secondary outcome was the proportion of individuals with inhaled air CO2 concentration exceeding 5000 ppm, which is the long-term (8-hours average) threshold indicated as Permissible Exposure Limit by the United States Department of Labor Occupational Safety and Health Administration (OSHA), and as Indicative Occupational Exposure Limit by the European Agency for Safety and Health at Work (EU-OSHA).30,31 Based on this standard, several states of the European Union produced their own binding laws, such as Italy’s Law 81 of 2008, which indicates the 8-hour exposure to 5000 ppm of CO2 as the occupational limit.32

CO2 inhaled air concentration was computed as follows: ([mask volume × end tidal CO2] + [tidal volume − mask volume] × ambient air CO2)/tidal volume.33 The standard value of 7 ml/kg of weight was used for the tidal volume (the volume of air inhaled and exhaled with every respiration cycle).34,35 Similarly, a water displacement procedure performed on 5 participants indicated that the volume of the chosen masks approached the minimum average values reported by the literature, which were thus adopted: 50 ml for the surgical mask,36 and 98 ml for the FFP2 respirator.37

The differences in the mean CO2 concentration with and without masks were evaluated using Wilcoxon matched-pairs signed ranks test.38 The analyses were repeated separately for children (aged 10-18 years), adults (19-64 years), and elderly (65-90 years), assessing potential differences between the groups through Kruskal-Wallis tests. Multiple linear regression was then performed to investigate potential independent predictors of higher CO2 content wearing surgical (model 1) or FFP2 (model 2) masks. All covariates were included a priori in the models, and a 2-tailed P-value <.05 was considered significant for all analyses, which were carried out using Stata 15.1 (Stata Corp., College Station, TX, 2017).

We decided to enroll a minimum sample size of 100 subjects as it would allow 95% confidence interval to remain within ±10% of the sample mean value, assuming an average inhaled air CO2 concentration of 2000 ± 1000 ppm wearing surgical masks, and 3000 ± 1000 ppm wearing FFP2 respirators.14

The study protocol was approved by the Ethics Committee of the Emilia-Romagna Region “Area Vasta Emilia Centrale” on February 12th, 2021 (code 78/2021/Oss/UniFe).


Sample characteristics

Participation was requested to 151 eligible subjects; 146 provided the consent and were thus included in the study (47.3% males; mean age 46.2 ± 21.6 years). Twenty-four participants were aged 10 to 18 years, 38 were aged 65 to 90 years. The mean Body Mass Index (BMI) was 24.4 ± 4.8, and current or former smokers were 19.2%. The average respiratory rate was 16.8 ± 3.5 breaths per minute, with 37.0% breathing at or above 18 breaths per minute; the average blood oxygen saturation was 97.4 ± 1.0%, with 98.0% of the sample at or above 96% saturation.


The mean inhaled air CO2 without masks was 460 ± 20 ppm. While wearing the surgical mask, the mean CO2 was 5087 ± 1579 ppm (95% confidence interval 4828-5346 ppm), and exceeded 5000 ppm in 41.1% (33.0%-49.5%) of the measurements. While wearing the FFP2 respirator, the average CO2 was 9653 ± 2874 ppm (9183-10 123 ppm), and 98.6% (95.2%-99.8%) of the participants showed values higher than 5000 ppm (Table 1). Among the minors, the mean CO2 concentration when wearing surgical masks was 7091 ± 2491 ppm (6039-8144 ppm), and was considerably higher than among the adults (4835 ± 869 ppm; P < .01), or the elderly (4379 ± 978 ppm; P < .001). A similar difference by age class was observed also for the FFP2 respirators (Table 2).

Table 1.

Outcomes for the overall sample and results of the multiple linear regression predicting overall inhaled air CO2 in ppm (N = 146).


Table 2.

Sample characteristics and outcomes by age-class.


The CO2 concentration varied also by respiratory rate: wearing surgical masks, inhaled air CO2 was 4670 ± 750 ppm among the individuals with respiratory rate ⩽14 breaths per minute, progressively rising to 5656 ± 2193 ppm when 18 or more breaths per minute were taken. A similar trend was observed for FFP2 respirators (Table 1).

Multivariate analyses substantially confirmed univariate results: a higher respiratory rate was significantly associated with higher inhaled air CO2 wearing both masks. Regression coefficients for ⩾18 compared to ⩽14 breaths per minute were +570 (P < .05) and +1347 (P < .01), respectively, with surgical masks and FFP2 respirators (Table 1).

Male gender, age, overweight (BMI ⩾25 vs <25), and smoking were all associated with a significantly lower CO2 concentration (model fit R2 .45 for both mask types). Wearing surgical masks, regression coefficients were: −658 (−1069 to −247) for male gender, −197 (−304 to −89) for 10-year increases in age, −1069 (−1544 to −594) for overweight, and −818 (−1320 to −317) for smoking. Wearing FFP2 respirators, coefficients were: −1071 (−758 to −383) for male gender, −308 (−487 to −128) for 10-year increases in age, −2440 (−3235 to −1645) for overweight, and −1754 (−2593 to −914) for smoking.

Finally, both respiratory rate and blood oxygen saturation did not differ substantially without or with the masks. Also, when wearing masks, the mean ETCO2 remained within 33 mmHg.


In our sample of healthy individuals, at rest, after 5 minutes of surgical masks use, the mean inhaled air CO2 approached the occupational exposure limit of 5000 ppm in adults and the elderly.30 However, this threshold was largely exceeded in children wearing surgical masks and in all age classes when wearing FFP2 respirators. Notably, the CO2 concentration significantly increased with increasing respiratory rates, reaching around 5600 ppm in those breathing at 18 or more breaths per minute with surgical masks, and the minors showed substantially higher CO2 concentrations than adults.

High CO2 concentrations in masks worn by individuals at rest were previously reported by an extensive review of studies published up to 2020,11 and by 3 more recent studies,1315 which however had very small sample sizes and used instruments that could not avoid the interference of water vapor.16,39 The available capnography studies report an increase in ETCO2, suggesting that masks may impair ventilation to a certain degree, especially during physical activity.20,22,23 The present study was the first to quantify the CO2 concentration within face masks by using capnography. Indeed, the explanation of the observed high CO2 values lies in the combination of tidal and mask volumes: even though the 500 ml tidal volume of the average adult man is predominantly filled with low environmental concentrations of CO2,25 the portion represented by the mask dead space had a CO2 content so high that the overall inhaled air CO2 increased substantially.40

Concerning the risk of hypoxia, several evaluations found that blood oxygen saturation decreases when donning face masks, and even more noticeably when wearing them for long periods or during physical activity.11,22,23,40 In contrast, the present study was performed at rest and for a short time, during which the recorded levels of CO2 did not substantially alter blood oxygen saturation, as in similar studies.13,14,41 Nevertheless, the exposure to inhaled air CO2 values higher than 5000 ppm, for long periods, is considered unacceptable for the workers, and is forbidden in several countries,30 because it frequently causes signs and symptoms such as headache, nausea, drowsiness, rhinitis, and reduced cognitive performance.42,43 Also, reports have been published about the negative impact of respirators on healthcare professionals, such as headache or reduced tolerance to light workload, and recommendations to take regular breaks from mask wearing have been proposed to ensure the wellbeing and productivity of the workers.44,45

With regard to the potential association between masks, CO2 concentration and dyspnea, a threshold as high as 50 000 ppm has been proposed to induce dyspnea.46 However, mechanisms other than CO2, such as increased airway resistance, may contribute to the onset of dyspnea in mask-wearers,47 and one recent study found that the subjects wearing cotton cloth masks were more likely to report dyspnea than subjects practicing rare mask-wearing (8% vs 1.3%).7 While the evaluation of the potential correlation between dyspnea and masks use was beyond the scopes of the presents study, it certainly necessitates further, dedicated research.

As regards the difference between mask types, of the above mentioned studies, one did not find differences in the CO2 concentration between surgical and FFP2 (with valve) masks, but only one subject was analyzed.14 The other study did not include surgical masks in the evaluation.13 In fact, given the similar ETCO2 between the 2 mask types, the larger dead space inside FFP2 respirators is expected to determine a sharp difference in CO2 content between surgical and FFP2 masks.36,37 This is consistent with 3 previous studies: 1 on patients whose ETCO2 increased with increasing mask dead space,48 and 2 on healthcare professionals (one of which used capnography) which observed CO2 retention within FFP2 masks, whether with or without valve.49,50

In relation to the respiratory rate, no previous study specifically evaluated its association with CO2 concentration in healthy individuals at rest. However, an increase of inhaled air CO2 was found during physical activity with masks,38 and with higher respiratory rates in post-operatory ventilated patients.51 In addition, it is well known that, besides mask use, slow breathing is associated with significantly lower inhaled air CO2 concentration.52

Separate considerations are needed for smokers, whose lower CO2 concentration in face masks appears counterintuitive. However, smoking a higher number of cigarettes has been associated with higher arterial and lower alveolar CO2, consistent with the decreased pulmonary gas diffusion which characterizes smokers.53 Thus, the diminished capacity to eliminate CO2 by the smokers may likely explain the lower concentrations in face masks.

Finally, concerning the minors, no study so far directly compared them to adults, and, apart from one relatively old research which showed increased ETCO2 concentrations in young children wearing gas masks,54 the aforementioned capnography assessments of children identified no changes in physiologic parameters with surgical masks,21 but found increased CO2 when walking with FFP2 masks, which is an earlier sign of alveolar hypoventilation than falling oxygen saturation and indicates respiratory distress.20 In fact, minors can be expected to be at a disadvantage also in this evaluation, because their small build corresponds to a small tidal volume, which therefore provides less dilution of the excess CO2 compared to the greater tidal volume of adults.34,35 Nonetheless, given the limited number of the included minors, this finding inevitably requires validation.

As mentioned, OSHA allows CO2 concentrations up to 5000 ppm for an 8-hour working day.30,31 However, throughout the pandemic, most people living in cities not only had to wear masks at work, but also on public transportation, in supermarkets and other public places, and sometimes even outdoor. This exceeds the 8-hour limit, and warrants careful evaluation of the potential benefits and harms when considering face mask requirements.

Analogous considerations apply to children, who may add to 5 hours of morning classes further time of indoor extra-curricular activities, and also a variable time on public transportation. The US Environmental Protection Agency reports an upper limit for CO2 concentration in schools of 700 ppm above outdoor concentrations (conventionally around 400 ppm), as recommended in the Standard 62-2001 of the American Society of Heating, Refrigerating, and Air-Conditioning Engineers.55 In Europe, regulation EN 13779 also refers to the outdoor concentration and classifies indoor air quality as low with >1000 ppm, essentially in agreement with the US standard.56 Based on this regulation, further norms were developed on the maximum occupancy of non-residential buildings such as schools, and on the ventilation requirements, such as norm UNI EN ISO 16000-26, which recommends specific timings for air changes depending on room occupancy and use.57

Indeed, given the recent evidence suggesting that, in crowded rooms, 2 air-changes per hour may lower aerosol build-up more efficiently than the best performing masks,58 the choice of increased ventilation over mask-wearing could be taken into consideration when allowed by the environmental and epidemiological conditions, especially for the minors.

Moreover, the observed difference in inhaled air CO2 according to mask types suggests that, in the presence of mask mandates, and when the usage is protracted and/or physical activity is required, surgical masks should be used instead of FFP2 respirators, as they reduce the possible negative effects of high CO2 concentrations.59,60 Further suggestions, both for the general public and for people whose job requires the protracted use of masks, may include: reducing physical exertion, taking breaks to remove the masks and reduce CO2 build-up, staying hydrated (as dehydration worsens the symptoms due to high CO2 concentration),61 and possibly use powered air-purifying respirators, which were described as more comfortable than FFP2 respirators.44

Finally, if the relationship between CO2 levels and respiratory rate is verified, the current guidelines to control SARS-CoV-2 pandemic should be reevaluated.52 This would be particularly important for blue-collar workers and the elderly, who are known to breathe faster,62,63 possibly more so when wearing masks,11 and showed higher baseline CO2 concentrations.64 Indeed, the average respiratory rate at rest has been estimated around 15 breaths per minute in healthy adults,65 and, in the present assessment, 3 additional breaths per minute were enough to increase the mean CO2 content over 5000 ppm when wearing surgical masks.

The chosen capnography device had water-removal tubing, and real-time monitoring, ensuring reliable and reproducible CO2 measurements,28 as confirmed by the similarity of our findings with those of other capnography assessments of individuals at rest.20,22,23 Indeed, relative humidity ranges 42% to 91% in exhaled air,16 potentially altering CO2 assessments,17,19 which might explain the differences with the measurements of previous studies that used sensors for environmental CO2.1315 Additionally, we examined the largest sample, so far, of healthy individuals of various ages, comparing both surgical masks and FFP2 respirators.13,14

This study has also limitations that must be considered. First, although the sample size is the largest yet, it is still relatively scarce, especially for the minors. Second, the volume of the dead space within the mask could not be assessed for each participant, and therefore we could not closely inspect the possible influence of face shape and individual added dead space on the inhaled air CO2. Third, the instrument’s precision of 1.5 mmHg (1974 ppm) widens the uncertainty around the measurements. Importantly, however, when 1974 ppm are subtracted to the mean inhaled air CO2, the CO2 in surgical masks decreases to about 3000 ppm, while it still exceeds the 5000 ppm threshold with FFP2 respirators.30 Fourth, the experimental conditions, with participants at complete rest, in a constantly ventilated room, exclusively nose breathing, were far from those experienced by workers and students during a typical day, normally spent in rooms shared with other people or doing some degree of physical activity. Since it was observed that speech and even low level physical activity are associated with increases in CO2 concentration, CO2 values in real life are likely to be higher than those recorded in this study.49,66 Fifth, the short measurement times (5 minutes for each type of mask) reflect our aim to calculate the CO2 concentration within face masks, for which we needed the ETCO2, a parameter which stabilizes after about 1 minute from the start of capnography. Therefore the present findings should be viewed only as preliminary evidence of the CO2 inhaled when wearing masks, and they do not allow to evaluate potential changes in physiological parameters, nor the ensuing compensatory mechanisms adopted by the respiratory system to contrast hypercapnia.67,68 Likewise, the exclusion of individuals with cardiac or respiratory diseases does not allow to generalize our findings to people with chronic obstructive pulmonary disease. These people may have impaired physiologic compensatory mechanisms, such as increased respiratory rate to compensate the increased ETCO2,20 and therefore it is plausible that their build-up of CO2 within face masks may be higher.69

Mask wearing is required in many countries throughout the working day, and during lectures in the case of students.2 Therefore, capnography and pulse oximeter monitoring of a general population sample should be extended to hours of observation, and not only in conditions of rest, in order to verify whether the ETCO2 detected within masks remains constant or has a tendency to increase with longer mask wearing and while performing habitual tasks. In addition, subjective symptoms such as headache and drowsiness should also be investigated.

As mentioned, the progressive rise in CO2 with increasing breaths per minute, and the higher CO2 in minors also requires validation from further studies with larger samples.


Shortly after wearing surgical masks, the inhaled air CO2 approached the highest acceptable exposure threshold recommended for workers, while concerningly high concentrations were recorded in minors, and in virtually all individuals when wearing FFP2 masks. The CO2 concentration was significantly higher among minors and the subjects with high respiratory rate. If these findings are confirmed, the current guidelines on masks use should be reevaluated.


The authors thank Luisa Rogari, Francesca and Marta Rosini, Lucia Ricciotti, and Giusi Giacomini for their help in data collection.

Author Contributions CAM and LM: conceptualization and methodology. CAM, MEF, and MM: investigation. LM: funding acquisition and project administration. CAM and MEF: formal analysis. CAM, MEF, MM, FSV, and LM: data curation. LM and FSV: supervision and validation. CAM, MEF, and LM: writing—original draft. CAM, LM, and FSV: writing—review and editing. All authors critically revised the article for important intellectual content and gave final approval for the article. The corresponding author attests that all listed authors meet authorship criteria and that no others meeting the criteria have been omitted.

Data Availability The study data is available as supplementary material.

Supplemental Material Supplemental material for this article is available online.



Acuti Martellucci C , Flacco ME , Cappadona R , Bravi F , Mantovani L , Manzoli L. SARS-CoV-2 pandemic: an overview. Adv Biol Regul. 2020;77:100736. Google Scholar


Chu DK , Akl EA , Duda S , Solo K , Yaacoub S , Schünemann HJ. Physical distancing, face masks, and eye protection to prevent person-to-person transmission of SARS-CoV-2 and COVID-19: a systematic review and meta-analysis. Lancet. 2020;395:1973–1987. Google Scholar


Flacco ME , Acuti Martellucci C , Bravi F , et al. Severe acute respiratory syndrome coronavirus 2 lethality did not change over time in two Italian provinces. In: Open Forum Infectious Diseases. Vol. 7, No. 12. Oxford University Press; 2020. Google Scholar


Italian Government. Ulteriori disposizioni attuative del decreto-legge 25 marzo 2020, n.19, convertito, con modificazioni, dalla legge 25 maggio 2020, n. 35, recante «Misure urgenti per fronteggiare l'emergenza epidemiologica da COVID-19», e del decreto-legge 16 maggio 2020, n. 33, convertito, con modificazioni, dalla legge 14 luglio 2020, n. 74, recante «Ulteriori misure urgenti per fronteggiare l'emergenza epidemiologica da COVID-19», Gazzetta Ufficiale Serie Generale n.275. 2020. Accessed May 7 2022. Google Scholar


Leung NHL , Chu DKW , Shiu EYC , et al. Respiratory virus shedding in exhaled breath and efficacy of face masks. Nat Med. 2020;26:676–680. Google Scholar


Fögen Z. The foegen effect: a mechanism by which facemasks contribute to the COVID-19 case fatality rate. Medicine. 2022;101:e28924. Google Scholar


Mouliou DS , Pantazopoulos I , Gourgoulianis KI. Medical/surgical, cloth and FFP/(K)N95 masks: unmasking preference, SARS-CoV-2 transmissibility and respiratory side effects. J Pers Med. 2022;12:325. Google Scholar


Perna G , Cuniberti F , Daccò S , Nobile M , Caldirola D. Impact of respiratory protective devices on respiration: implications for panic vulnerability during the COVID-19 pandemic. J Affect Disord. 2020;277:772–778. Google Scholar


Deoni SC, Beauchemin J, Volpe A, Dâ™Sa V; the RESONANCE Consortium. Impact of the COVID-19 pandemic on early child cognitive development: initial findings in a longitudinal observational study of child health. medRxiv. 2021;2021.08.10.21261846. Google Scholar


Stajduhar A , Ganel T , Avidan G , Rosenbaum RS , Freud E. Face masks disrupt holistic processing and face perception in school-age children. Cogn Res Princ Implic. 2022;7:9. Google Scholar


Kisielinski K , Giboni P , Prescher A , et al. Is a mask that covers the mouth and nose free from undesirable side effects in everyday use and free of potential hazards? Int J Environ Res Public Health. 2021;18:4344. Google Scholar


Johnson AT. Respirator masks protect health but impact performance: a review. J Biol Eng. 2016;10:1–12. doi: Google Scholar


Rhee MSM , Lindquist CD , Silvestrini MT , Chan AC , Ong JJY , Sharma VK . Carbon dioxide increases with face masks but remains below short-term NIOSH limits. BMC Infect Dis. 2021;21:354. Google Scholar


Geiss O. Effect of wearing face masks on the carbon dioxide concentration in the breathing zone. Aerosol Air Qual Res. 2021;21:200403. Google Scholar


Walach H , Traindl H , Prentice J , et al. Carbon dioxide rises beyond acceptable safety levels in children under nose and mouth covering: results of an experimental measurement study in healthy children. Environ Res. 2022;212:113564. Google Scholar


Mansour E , Vishinkin R , Rihet S , et al. Measurement of temperature and relative humidity in exhaled breath. Sens Actuators B Chem. 2020;304:127371. Google Scholar


Chan KL , Ning Z , Westerdahl D , et al. Dispersive infrared spectroscopy measurements of atmospheric CO₂ using a Fabry-Pérot interferometer sensor. Sci Total Environ. 2014;472:27–35. Google Scholar


Zhang G , Li M , Zheng M , et al. Effect of surgical masks on cardiopulmonary function in healthy young subjects: a crossover study. Front Physiol. 2021;12:710573. Google Scholar


Bhavani SK. Physics of capnography - factors affecting IR spectrography. 2021. Accessed May 7 2022. Google Scholar


Lubrano R , Bloise S , Marcellino A , et al. Effects of N95 mask use on pulmonary function in children. J Pediatr. 2021;237:143–147. Google Scholar


Lubrano R , Bloise S , Testa A , et al. Assessment of respiratory function in infants and young children wearing face masks during the COVID-19 pandemic. JAMA Network Open. 2021;4:e210414. Google Scholar


Dirol H , Alkan E , Sindel M , Ozdemir T , Erbas D. The physiological and disturbing effects of surgical face masks in the COVID-19 era. Bratisl Lek Listy. 2021;122:821–825. Google Scholar


Sukul P , Bartels J , Fuchs P , et al. Effects of COVID-19 protective face-masks and wearing durations onto respiratory-haemodynamic physiology and exhaled breath constituents. Eur Respir J. Published online February 15, 2022. doi: Google Scholar


Birgersson E , Tang EH , Lee WL , Sak KJ. Reduction of carbon dioxide in filtering facepiece respirators with an active-venting system: a computational study. PLoS One. 2015;10:e0130306. Google Scholar


Hall J . Guyton and Hall Textbook of Medical Physiology. 13th ed.; W B Saunders; 2015. Google Scholar


Kim KW , Choi HR , Bang SR , Lee JW. Comparison of end-tidal CO2 measured by transportable capnometer (EMMA™ capnograph) and arterial pCO2 in general anesthesia. J Clin Monit Comput. 2016;30:737–741. Google Scholar


Zhuang Z , Bergman M , Brochu E , et al. Temporal changes in filtering-facepiece respirator fit. J Occup Environ Hyg. 2016;13:265–274. Google Scholar


Masimo. Rad-97 with NomoLine capnography - product information. 2021. Accessed May 7, 2022. Google Scholar


Breysse P , Lees P. Gases and vapors. Johns Hopkins Bloomberg School of Public Health; 2006. Accessed May 7, 2022. Google Scholar


United States Department of Labor. Occupational safety and health administration occupational chemical database - carbon dioxide. September 9, 2021. Accessed May 7 2022. Google Scholar


European Agency for Safety and Health at Work (EU-OSHA). Directive 2019/1831 - indicative occupational exposure limit values. UpdatedApril 8, 2021; September 27, 2021. Accessed May 7 2022. Google Scholar


Italian Government. Decree 9 April 2008, n. 81. Actuation of art. 1 of Law 3 August 2007, n. 123, Concerning Health and Safety in Workplaces. Italian Government; 2008. Google Scholar


Toklu AS , Kayserilioğlu A , Unal M , Ozer S , Aktaş S. Ventilatory and metabolic response to rebreathing the expired air in the Snorkel. Int J Sports Med. 2003;24:162–165. Google Scholar


Hutchinson J. On the capacity of the lungs, and on the respiratory functions, with a view of establishing a precise and easy method of detecting disease by the spirometer. Med Chir Trans. 1846;29:137–252. Google Scholar


Needham CD , Rogan MC , Mcdonald I. Normal standards for lung volumes, intrapulmonary gas-mixing, and maximum breathing capacity. Thorax. 1954;9:313–325. Google Scholar


Hopkins SR , Dominelli PB , Davis CK , et al. Face masks and the cardiorespiratory response to physical activity in health and disease. Ann Am Thorac Soc. 2021;18:399–407. Google Scholar


Xu M , Lei Z , Yang J. Estimating the dead space volume between a headform and N95 filtering facepiece respirator using Microsoft Kinect. J Occup Environ Hyg. 2015;12:538–546. Google Scholar


Epstein D , Korytny A , Isenberg Y , et al. Return to training in the COVID-19 era: the physiological effects of face masks during exercise. Scand J Med Sci Sports. 2021;31:70–75. Google Scholar


Walach H , Weikl R , Prentice J , et al. Experimental assessment of carbon dioxide content in inhaled air with or without face masks in healthy children: a randomized clinical trial. JAMA Pediatr. 2021;175:e213252. doi: Google Scholar


Beder A , Büyükkoçak U , Sabuncuoğlu H , Keskil ZA , Keskil S. Preliminary report on surgical mask induced deoxygenation during major surgery. Neurocirugia. 2008;19:121–126. Google Scholar


Shaw KA , Zello GA , Butcher SJ , Ko JB , Bertrand L , Chilibeck PD. The impact of face masks on performance and physiological outcomes during exercise: a systematic review and meta-analysis. Appl Physiol Nutr Metab. 2021;46:693–703. Google Scholar


Jacobson TA , Kler JS , Hernke MT , Braun RK , Meyer KC , Funk WE. Direct human health risks of increased atmospheric carbon dioxide. Nat Sustain. 2019;2:691–701. Google Scholar


Azuma K , Kagi N , Yanagi U , Osawa H. Effects of low-level inhalation exposure to carbon dioxide in indoor environments: a short review on human health and psychomotor performance. Environ Int. 2018;121:51–56. Google Scholar


Bharatendu C , Ong JJY , Goh Y , et al. Powered air purifying respirator (PAPR) restores the N95 face mask induced cerebral hemodynamic alterations among healthcare workers during COVID-19 outbreak. J Neurol Sci. 2020;417:117078. Google Scholar


Williams J , Krah Cichowicz J , Hornbeck A , Pollard J , Snyder J. The physiological burden of prolonged PPE use on healthcare workers during long shifts. In:Prevention CFDCA. NIOSH Science Blog; 2020. Google Scholar


Izumizaki M , Masaoka Y , Homma I. Coupling of dyspnea perception and tachypneic breathing during hypercapnia. Respir Physiol Neurobiol. 2011;179:276–286. Google Scholar


Lässing J , Falz R , Pökel C , et al. Effects of surgical face masks on cardiopulmonary parameters during steady state exercise. Sci Rep. 2020;10:22363. Google Scholar


Casati A , Fanelli G , Torri G. Physiological dead space/tidal volume ratio during face mask, laryngeal mask, and cuffed oropharyngeal airway spontaneous ventilation. J Clin Anesth. 1998;10:652–655. Google Scholar


Roberge RJ , Coca A , Williams WJ , Powell JB , Palmiero AJ. Physiological impact of the N95 filtering facepiece respirator on healthcare workers. Respir Care. 2010;55:569–577. Google Scholar


Fletcher SJ , Clark M , Stanley PJ. Carbon dioxide re-breathing with close fitting face respirator masks. Anaesthesia. 2006;61:910. Google Scholar


Kurhekar P , Prasad TK , Rajarathinam B , Raghuraman MS. Capnographic analysis of minimum mandatory flow rate for Hudson face mask: a randomized double-blind study. Anesth Essays Res. 2017;11:463–466. Google Scholar


Russo MA , Santarelli DM , O'Rourke D . The physiological effects of slow breathing in the healthy human. Breathe. 2017;13:298–309. Google Scholar


Adatia A , Wahab M , Shahid I , Moinuddin A , Killian KJ , Satia I. Effects of cigarette smoke exposure on pulmonary physiology, muscle strength and exercise capacity in a retrospective cohort with 30,000 subjects. PLoS One. 2021;16:e0250957. Google Scholar


Arad M , Epstein Y , Royburt M , Berkenstadt H , Alpert G , Shemer J. Physiological assessment of the passive children’s hood. Isr J Med Sci. 1991;27:643–647. Google Scholar


United States Environmental Protection Agency (EPA). Reference guide for indoor air quality in schools - appendix E (carbon dioxide). Updated May 4, 2022; June 27, 2022. Accessed May 7 2022. Google Scholar


European Commission. EN 13779 - Ventilation for Non-Residential Buildings - Performance Requirements for Ventilation and Room-Conditioning Systems. European Commission; 2007. Google Scholar


European Committee for Standardization. EN ISO 16000-26 - Indoor Air - Part 26: Sampling Strategy for Carbon Dioxide (CO2) - Annex A. European Committee for Standardization; 2012. Google Scholar


Shah Y , Kurelek JW , Peterson SD , Yarusevych S. Experimental investigation of indoor aerosol dispersion and accumulation in the context of COVID-19: effects of masks and ventilation. Phys Fluids. 2021;33:073315. Google Scholar


Bandiera L , Pavar G , Pisetta G , et al. Face coverings and respiratory tract droplet dispersion. R Soc Open Sci. 2020;7:201663. Google Scholar


Lindsley WG , Blachere FM , Law BF , Beezhold DH , Noti JD . Efficacy of face masks, neck gaiters and face shields for reducing the expulsion of simulated cough-generated aerosols. Aerosol Sci Technol. 2021;55:449–457. Google Scholar


Williams J , Krah Cichowicz J , Hornbeck A , Pollard J. CDC NIOSH science blog - the physiological burden of prolonged PPE use on healthcare workers during long shifts. July 5, 2022. Accessed May 7, 2022. Google Scholar


Fleming S , Thompson M , Stevens R , et al. Normal ranges of heart rate and respiratory rate in children from birth to 18 years of age: a systematic review of observational studies. Lancet. 2011;377:1011–1018. Google Scholar


Rodríguez-Molinero A , Narvaiza L , Ruiz J , Gálvez-Barrón C. Normal respiratory rate and peripheral blood oxygen saturation in the elderly population. J Am Geriatr Soc. 2013;61:2238–2240. Google Scholar


Ofir D , Yanir Y , Eynan M , et al. The effect of aging on the ventilatory response to wearing a chemical, biological, radiological, and nuclear hood respirator at rest and during mild exercise. Mil Med. 2017;182:e1536. Google Scholar


Bergese SD , Mestek ML , Kelley SD , et al. Multicenter study validating accuracy of a continuous respiratory rate measurement derived from pulse oximetry: a comparison with capnography. Anesth Analg. 2017;124:1153–1159. Google Scholar


Smith CL , Whitelaw JL , Davies B. Carbon dioxide rebreathing in respiratory protective devices: influence of speech and work rate in full-face masks. Ergonomics. 2013;56:781–790. Google Scholar


West JB. Causes of and compensations for hypoxemia and hypercapnia. Compr Physiol. 2011;1:1541–1553. Google Scholar


Williams W. Physiological response to alterations in [O2] and [CO2]: relevance to respiratory protective devices. J Intl Soc Resp Protect. 2010;27:27–51. Google Scholar


Romero PV , Rodriguez B , de Oliveira D , Blanch L , Manresa F. Volumetric capnography and chronic obstructive pulmonary disease staging. Int J Chronic Obstruct Pulm Dis. 2007;2:381–391. Google Scholar
© The Author(s) 2022
Cecilia Acuti Martellucci, Maria Elena Flacco, Mosè Martellucci, Francesco Saverio Violante, and Lamberto Manzoli "Inhaled CO2 Concentration While Wearing Face Masks: A Pilot Study Using Capnography," Environmental Health Insights 16(1), (23 September 2022).
Received: 9 June 2022; Accepted: 10 August 2022; Published: 23 September 2022
carbon dioxide
face masks
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