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A review of air quality, biological indicators and health effects of second-hand waterpipe smoke exposure
  1. Sumit R Kumar1,
  2. Shelby Davies1,
  3. Michael Weitzman2,
  4. Scott Sherman3
  1. 1New York University School of Medicine, New York, New York, USA
  2. 2Departments of Pediatrics and Environmental Medicine, New York University School of Medicine, New York University, New York, New York, USA
  3. 3Departments of Population Health, Medicine and Psychiatry, New York University School of Medicine, New York University, New York, New York, USA
  1. Correspondence to Sumit R Kumar, New York University School of Medicine, 334 E26th St Apt23C2, New York, NY 10010, USA; sumit.kumar{at}med.nyu.edu

Abstract

Objective There has been a rapid increase in the use of waterpipe tobacco and non-tobacco based shisha in many countries. Understanding the impact and effects of second-hand smoke (SHS) from cigarette was a crucial factor in reducing cigarette use, leading to clean indoor air laws and smoking bans. This article reviews what is known about the effects of SHS exposure from waterpipes.

Data sources We used PubMed and EMBASE to review the literature. Articles were grouped into quantitative measures of air quality and biological markers, health effects, exposure across different settings, different types of shisha and use in different countries.

Study selection Criteria for study selection were based on the key words related to SHS: waterpipe, hookah, shisha and third-hand smoke.

Data extraction Independent extraction with two reviewers was performed with inclusion criteria applied to articles on SHS and waterpipe/hookah/shisha. We excluded articles related to pregnancy or prenatal exposure to SHS, animal studies, and non-specific source of exposure as well as articles not written in English.

Data synthesis A primary literature search yielded 54 articles, of which only 11 were included based on relevance to SHS from a waterpipe/hookah/shisha.

Conclusions The negative health consequences of second-hand waterpipe exposure have major implications for clean indoor air laws and for occupational safety. There exists an urgent need for public health campaigns about the effects on children and household members from smoking waterpipe at home, and for further development and implementation of regulations to protect the health of the public from this rapidly emerging threat.

  • Environment
  • Non-cigarette tobacco products
  • Secondhand smoke

This is an Open Access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/

https://doi.org/10.1136/tobaccocontrol-2014-052038

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    Introduction

    While cigarette use has decreased dramatically in recent years, there has been a marked increase in adolescent and young adult use of alternative, non-cigarette tobacco products. The total consumption of cigarettes in the USA decreased by 33% between 2000 and 20111; however, estimations from this same time period show a 123% increase in the consumption of alternative tobacco products, including hookahs (waterpipes), cigarillos, cigars, bidis, kreteks and smokeless tobacco (snuff, dip, snus and chewing tobacco).1

    Inhalation of second-hand smoke (SHS) by non-smokers has been associated with multiple diseases in paediatric and adult populations. Such evidence is especially troubling given the 2006 report by the US Department of Health and Human Services, which estimated that 60% of US non-smokers are exposed to SHS.2 Exposure occurs through several distinct routes: sidestream smoke, mainstream smoke, or smoke that has permeated the air of the surrounding environment. Sidestream smoke is the smoke discharged from the lit end of a burnt tobacco product; mainstream smoke is the smoke that is inhaled by a smoker and subsequently exhaled into the environment during a period of active smoking.3 Another route of exposure by non-smokers is third-hand smoke (THS), which is defined as the residual matter from tobacco smoke that collects on surfaces and in dust.4 While SHS and THS have historically been associated with cigarette smoke, there has recently been an alarming rise in alternative non-cigarette tobacco use, raising the important question of whether these products also generate harmful SHS and THS.

    Hookah (also called waterpipe, nargile or hubble-bubble) is perceived to be safer and less addictive than cigarettes, despite growing evidence that hookah smoke is potentially more harmful than cigarette smoke.5–8 This is worrisome given that the 2011 National Youth Tobacco Survey (NYTS) found a 7.3% prevalence of waterpipe use among adolescents in the USA (roughly 2 million adolescents).9 This study also showed that 53.1% of adolescents living in a home with a hookah user reported trying hookah. Another recently published study using a nationally representative sample from Monitoring the Future showed that adolescents from more highly educated families and who had more discretionary money were more likely to use hookahs.10 A study of pregnant women in Jordan showed that the household accounts for nearly 49% of second-hand and third-hand waterpipe exposure, which highlights the need for additional research on home exposure and populations that may be at particular risk of exposure within the home, such as children.11

    Methods

    We conducted a primary literature search in two separate databases; PubMed and EMBASE. We used the following search terms:

    passive smoking, second hand smoke, second hand smoker, second hand smokers, second-hand smoke, third hand smoke, waterpipe, waterpipes, water-pipe, water-pipes, hubble-bubble, hookah narghile, shisha, qalyan.

    We combined the list of articles found from the two databases. Two reviewers went through the title and abstract of each article for relevance. We included articles with original research on SHS or THS from waterpipes (figure 1). We excluded all review articles and original research articles that were written in languages other than English, were related to waterpipe use and pregnancy, involved animal models, studied SHS from a non-specific sources, or were unrelated.

    Figure 1
    Figure 1

    Search strategy algorithm (SHS, second-hand smoke).

    The small number of articles that we found precluded conducting a meta-analysis. Instead, we simply present them as a narrative review.

    Results

    We found a total of 54 articles that were manually reviewed by two researchers to yield a total of 11 relevant articles. The reasons for excluding articles were: not published in the English language (n=3); focused on pregnancy and waterpipes (n=4); had a non-specific source of SHS either from cigarette, waterpipe, or other tobacco sources (n=5); were unrelated to the topic (n=26); review articles (n=3); non-human studies (n=1) and duplicate articles (n=1). See figure 1 for the search strategy algorithm. We have summarised the articles that were included in the narrative review in table 1.

    View this table:
    Table 1

    Articles obtained from the literature search

    Venues where individuals are exposed to waterpipe smoke

    We found one study that assessed exposure to waterpipe smoke and cigarette smoke among 387 people in Iran.12 The most common places that people were exposed to hookah smoke were in the home (93.4%), coffee shops (17.1%) and restaurants (11.5%). In this same article from Iran, people were exposed to environmental cigarette smoke more often in public vehicles (52.2%) and the home (31.3%).

    Measures of SHS from waterpipes: studies of air quality and biological absorption

    Air quality

    The composition of waterpipe smoke has been shown to include a number of potentially harmful toxins and chemicals. However, there has been a paucity of studies to date, with many of these studies measuring air quality only in hookah lounges. There is limited data on ambient air quality in other settings and only one study identified in this review that measured air quality specifically in the home.

    Particulate matter

    We found only three articles in the USA that assessed levels of particulate matter (PM) resulting from waterpipe smoke. Air quality in the USA is defined by the Environmental Protection Agency (EPA) based on the Air Quality Index (AQI) that is dependent on the peak PM concentration (PM2.5(μg/m3)). This index ranges from a rating of good (0–50) to hazardous (301–500); all higher readings surpassing 500 are still considered to be hazardous.13 In Oregon, Fiala et al14 analysed the air quality in 10 hookah lounges, all of which were found to have a minimum index rating of unhealthy (AQI 151–200), with 2 reaching the hazardous level. In Virginia, Cobb et al15 compared SHS among a variety of venues with differing smoking rules. Of great concern, the PM2.5 concentration was greater in the waterpipe cafes (mean of 374 μg/m3, AQI hazardous) compared with establishments where cigarette smoking, but not use of waterpipes, was occurring (mean of 119 μg/m3, AQI unhealthy). Furthermore, the non-smoking sections of the waterpipe cafe were found to have a similar mean (123 μg/m3, AQI unhealthy) to restaurants where cigarettes are smoked.

    Two studies from other countries have also analysed levels of PM, as well as other indicators of air quality such as carbon monoxide (CO) and nicotine. In Toronto, Canada, Zhang et al16 measured the ambient air in indoor and outdoor waterpipe venues. Indoor venues were shown to have hazardous levels of PM2.5 with a significant mean of 1419.4 μg/m3, about 69 times higher than that of ambient air, whereas outdoor venues had poor levels of PM2.5 with a significant mean of 80.5 μg/m3, still above the EPA ‘good’ level of 0–59. A study conducted in Pakistan by Zaidi et al17 collected data from 13 hookah venues and found an average PM2.5 of 1745 μg/m3.

    Potentially dangerous toxic exposures other than PM

    Another way of approximating air quality is to look at sidestream smoke. Although it is likely that sidestream smoke is more concentrated than ambient air in outdoor spaces, it may provide valuable information on additional features to consider for future ambient air studies. A study by Daher et al7 compared the sidestream emissions from a single waterpipe session to that of one cigarette. The authors found that the sidestream smoke of waterpipe smoke had nearly four times the carcinogenic polycyclic aromatic hydrocarbon (PAH), four times the volatile aldehydes and 30 times the CO of one cigarette. With regard to the biological agents studied, Markowicz et al18 discovered the presence of bacterial lipopolysaccharides (LPS) in SHS during a waterpipe smoking session.

    A study by Hammal et al19 analysed the mainstream and sidestream smoke from three products of herbal shisha and found that mainstream and sidestream smoke emissions from herbal shisha contain carcinogens equal to or greater than those found in tobacco products. The results showed significant levels of aromatic hydrocarbons, CO, PM2.5 and trace metals.

    Nicotine in ambient air and metabolites of nicotine are often thought of merely as measures of exposure. However, an extensive body of literature demonstrates the profound negative health consequences of nicotine exposure, such as its potential for addiction to itself and other agents and its cardiovascular effects.20 A recent study by Kassem et al21 found that nicotine levels in indoor air collected from the homes of daily hookah smokers were significantly higher than in the air collected from the homes of non-smokers.

    Biological indicators

    In contrast to studies conducted in hookah bars, we have found only one study to date that has explored hookah smoke in homes. The previously mentioned study by Kassem et al21 explored the effects of SHS on children under 5 years of age in the homes of hookah users. The inhaled levels of the following potentially harmful chemicals found in SHS were measured in urine: nicotine, acrolein, and 4-(methylnitrosamino)-1-(3-pyridyl)-1-butanone (NNK). These chemicals were measured according to their metabolites cotinine, 3-hydroxypropylmercapturic acid (3-HPMA) and 4-(methylnitrosamino)-1-(3-pyridyl)-1-butanol (NNAL), respectively. Compared with homes of non-smokers, children living in homes of daily or weekly/monthly hookah smokers had significantly elevated levels of cotinine and NNAL, with children of daily smokers also having significantly elevated 3-HPMA.

    Health effects of SHS exposure from waterpipes

    Of course, the importance of exposure is the potential for untoward health effects. However, to date, the studies have been limited to acute effects, where as we know from a century of research on cigarettes that the most dangerous effects are long term. We found two studies from Beirut, Lebanon that reported on health effects of SHS exposure from waterpipe use. Tamim et al22 surveyed 625 students (mean age of 13 years) for details of their exposure and respiratory symptoms. They found that 8.5% (53 students) reported being exposed to SHS from waterpipe use at home due to parental use. Of the respiratory symptoms surveyed, 22.6% (12/53) had wheezing or nasal congestion when exposed to SHS from waterpipe use at home, compared with 11.2% (21/187) who had no exposure to any SHS at home; 11.3% (6/53) vs 5.3% (10/187) had just wheezing; and 15.1% (8/53) vs 7.5% (14/187) had just a nasal congestion. Zeidan et al23 surveyed 147 non-smokers (age range 18–35 years) on their demographics, exposure to SHS from either a waterpipe or cigarettes, and respiratory symptoms. Of the 147 respondents, 48 were exposed to only waterpipe SHS, and a majority of these people (58% or 29/48) reported having a chronic cough. This finding is in comparison to 49 of the 147 who had no exposure to SHS, with only 16.3% of people with a chronic cough.

    Discussion

    We found that SHS from waterpipes results in exposure to hazardous levels of PM according to the EPA's AQI, as well as carcinogenic PAH, CO, nicotine and bacterial LPS. A recent study in New York City by Zhou et al24 (published by our research team after the original literature search) found that overall levels of indoor air pollution increased with rising numbers of active hookahs smoked and that the mean PM2.5 level was 694 μg/m3 (AQI hazardous). This same study found a substantial number of potentially toxic exposures that were identified from air samples collected in hookah bars, such as CO, black carbon, elemental carbon, organic carbon, and nicotine, in addition to fine PM and total gravimetric PM. Furthermore, children living in the homes of hookah smokers had elevated levels of cotinine, NNAL and 3-HPMA depending on frequency of use. We did not find any studies reporting on morbidity or mortality directly attributable to SHS or THS from hookah use.

    As noted, there is evidence indicating that active waterpipe smoking is not as harmless as was previously believed.5–7 Furthermore, the cancer risk profile may be different in waterpipe-exposed and cigarette-exposed populations due to production of different carcinogens.25 The documented health effects of SHS from cigarettes have had a profound impact on public perception of smoking as well as the passage of policies to protect non-smokers. SHS causes lung cancer and coronary artery disease in adults,2 ,26 as well as sudden infant death syndrome (SIDS), recurrent ear infections and asthma exacerbations, and it is also associated with numerous other health problems in the paediatric population.2 According to the Centers for Disease Control and Prevention (CDC), in 2000, 80% of adults recognised that SHS from cigarettes was not only harmful but they also believed that non-smokers should be protected in the workplace from such exposure.2 Comparable awareness and beliefs regarding hookah-related SHS are currently woefully lacking.

    There is limited literature to date focusing on the impact of SHS exposure from waterpipe use on non-smokers. Further environmental measures of carcinogens and toxins are needed in homes of users as well as in venues that allow hookah use. Thus far, concentrations of CO, thiocyanate or nicotine have been proposed as indirect markers to measure SHS emitted from waterpipes. As described above, a study in 2014 of 24 households with hookah-only smokers or non-smokers found higher air nicotine levels in the homes of hookah-only smokers compared with the homes of non-smokers.21 Similarly, indoor environments where waterpipe was smoked had higher pollutant levels. To date, many studies have found increased pollutant levels in indoor environments where waterpipes are smoked.7 ,27 ,28 For example, sidestream smoke analysis showed that a single session of waterpipe use was associated with four times the carcinogenic PAH, four times the volatile aldehydes and 30 times the CO when compared with one cigarette.7 Additional studies are needed to further elucidate the health risk for non-smokers in close proximity to waterpipe smoke.

    A number of policies currently exist that aim to control environmental tobacco exposure. These policies include, but are not limited to, smoke-free environments, the regulated sale of tobacco products and tobacco-related advertising as well as restricted sales of tobacco products to minors.29 In addition, increased taxation has a marked effect on cigarette smoking. The WHO Framework Convention on Tobacco Control (FCTC), which was established in 2003 in response to the global tobacco epidemic, included many of these policy initiatives. However, few pieces of waterpipe-specific regulations were included in the FCTC, and therefore waterpipe use remains largely unregulated.29 ,30 According to the American Lung Association, it is imperative to address the health risks to active and passive smokers secondary to waterpipe, especially considering that smoke-free laws often exempt hookah bars from regulation.30 As an example, the USA does not currently have federal tobacco control policies that limit waterpipe access by minors or require visible warning labels on waterpipe products. This lack of regulation may perhaps lead users to believe that waterpipe smoking is less addictive and harmful to their health.29

    Clearly, much more research is urgently needed to inform efforts to implement national regulations. It should focus on acute effects (such as on cardiopulmonary or inflammatory changes), chronic effects (such as cancers and long-term cardiac and pulmonary problems), and the potentially unique effects on children. On the basis of data that already exist, we believe that SHS from hookah smoking poses a threat comparable to or even greater than that emanating from cigarette smoking. New policies and legislation should be implemented to protect people from the harmful effects of SHS from waterpipes.

    What this paper adds

    • The recognition of this epidemic is recent, and consequently our knowledge is limited.

    • To date, studies have been able to demonstrate that air in places where hookah is smoked contains high levels of dangerous compounds and that people absorb harmful substances from second-hand waterpipe smoke.

    • The few existing studies suggest negative acute effects on people's health from exposure to second-hand waterpipe smoke.

    References

    1. ↵
      Centers for Disease Control and Prevention. Consumption of cigarettes and combustible tobacco—United States, 2000–2011. MMWR Morb Mortal Wkly Rep 2012;61:565–9.
      OpenUrlPubMed
    2. ↵
      The Health Consequences of Involuntary Exposure to Tobacco Smoke: A Report of the Surgeon General. U.S. Department of Health and Human Services, Centers for Disease Control and Prevention, National Center for Chronic Disease Prevention and Health Promotion, Office on Smoking and Health. Atlanta, GA, 2006.
    3. ↵
      International Agency for Research on Cancer. Tobacco smoke and involuntary smoking. IARC Monogr Eval Carcinog Risks Hum 2004;83:1–1438.
      OpenUrlPubMed
    4. ↵
      1. Sleiman M,
      2. Gundel LA,
      3. Pankow JF, et al
      . Formation of carcinogens indoors by surface-mediated reactions of nicotine with nitrous acid, leading to potential thirdhand smoke hazards. Proc Natl Acad Sci USA 2010;107:6576–81.
      OpenUrlAbstract/FREE Full Text
    5. ↵
      1. Cobb C,
      2. Ward KD,
      3. Maziak W, et al
      . Waterpipe tobacco smoking: an emerging health crisis in the United States. Am J Health Behav 2010;34:275–85.
      OpenUrlCrossRefPubMedWeb of Science
    6. ↵
      1. Noonan D,
      2. Kulbok PA
      . New tobacco trends: waterpipe (hookah) smoking and implications for healthcare providers. J Am Acad Nurse Pract 2009;21:258–60.
      OpenUrlCrossRefPubMedWeb of Science
    7. ↵
      1. Daher N,
      2. Saleh R,
      3. Jaroudi E, et al
      . Comparison of carcinogen, carbon monoxide, and ultrafine particle emissions from narghile waterpipe and cigarette smoking: sidestream smoke measurements and assessment of second-hand smoke emission factors. Atmos Environ (1994) 2010;44:8–14.
      OpenUrlCrossRefPubMedWeb of Science
    8. ↵
      1. St Helen G,
      2. Benowitz NL,
      3. Dains KM, et al
      . Nicotine and carcinogen exposure after waterpipe smoking in hookah bars. Cancer Epidemiol Biomarkers Prev 2014;23:1055–66.
      OpenUrlAbstract/FREE Full Text
    9. ↵
      1. Amrock SM,
      2. Gordon T,
      3. Zelikoff JT, et al
      . Hookah use among adolescents in the United States: results of a national survey. Nicotine Tob Res 2014;16:231–7.
      OpenUrlAbstract/FREE Full Text
    10. ↵
      1. Palamar JJ,
      2. Zhou S,
      3. Sherman S, et al
      . Hookah use among US high school seniors. Pediatrics 2014;134:227–34.
      OpenUrlAbstract/FREE Full Text
    11. ↵
      1. Azab M,
      2. Khabour OF,
      3. Alzoubi KH, et al
      . Exposure of pregnant women to waterpipe and cigarette smoke. Nicotine Tob Res 2013;15:231–7.
      OpenUrlAbstract/FREE Full Text
    12. ↵
      1. Fini AA,
      2. Aghamolaei T,
      3. Dehghani M, et al
      . Environmental Tobacco Smoke (ETS) exposure in people over 15 years old in Bandar Abbas. Biosci Biotechnol Res Asia 2013;10:797–802.
      OpenUrlCrossRef
    13. ↵
      Air Quality Index (AQI). A guide to air quality and your health. US EPA office of air quality planning and standards. Research Triangle Park, NC. Last Updated: May, 2014. http://airnow.gov/index.cfm?action=aqibasics.aqi (accessed 17 Sep 2014).
    14. ↵
      1. Fiala SC,
      2. Morris DS,
      3. Pawlak RL
      . Measuring indoor air quality of hookah lounges. Am J Public Health 2012;102:2043–5.
      OpenUrlCrossRefPubMedWeb of Science
    15. ↵
      1. Cobb CO,
      2. Vansickel AR,
      3. Blank MD, et al
      . Indoor air quality in Virginia waterpipe cafes. Tob Control 2013;22:338–43.
      OpenUrlAbstract/FREE Full Text
    16. ↵
      Zhang B, Haji F, Kaufman P, et al. ‘Enter at your own risk’: a multimethod study of air quality and biological measures in Canadian waterpipe cafes. Tob Control Published Online First: 25 Oct 2013. doi:10.1136/tobaccocontrol-2013-051180.
    17. ↵
      1. Zaidi SM,
      2. Moin O,
      3. Khan JA
      . Second-hand smoke in indoor hospitality venues in Pakistan. Int J Tuberc Lung Dis 2011;15:972–7.
      OpenUrlCrossRefPubMed
    18. ↵
      1. Markowicz P,
      2. Londahl J,
      3. Wierzbicka A, et al
      . A study on particles and some microbial markers in waterpipe tobacco smoke. Sci Total Environ 2014;499C:107–13.
      OpenUrlCrossRefPubMedWeb of Science
    19. ↵
      Hammal F, Chappell A, Wild TC, et al. ‘Herbal’ but potentially hazardous: an analysis of the constituents and smoke emission of tobacco-free waterpipe products and the air quality in the cafes where they are served. Tob Control Published Online First: 15 Oct 2013. doi:10.1136/tobaccocontrol-2013-051169
    20. ↵
      1. Kandel ER,
      2. Kandel DB
      . A molecular basis for nicotine as a gateway drug. N Engl J Med 2014;371:932–43.
      OpenUrlCrossRefPubMedWeb of Science
    21. ↵
      1. Kassem NO,
      2. Daffa RM,
      3. Liles S, et al
      . Children's exposure to second-hand and thirdhand smoke carcinogens and toxicants in homes of hookah smokers. Nicotine Tob Res 2014;16:961–75.
      OpenUrlAbstract/FREE Full Text
    22. ↵
      1. Tamim H,
      2. Musharrafieh U,
      3. El Roueiheb Z, et al
      . Exposure of children to environmental tobacco smoke (ETS) and its association with respiratory ailments. J Asthma 2003;40:571–6.
      OpenUrlCrossRefPubMedWeb of Science
    23. ↵
      1. Zeidan RK,
      2. Rachidi S,
      3. Awada S, et al
      . Carbon monoxide and respiratory symptoms in young adult passive smokers: a pilot study comparing waterpipe to cigarette. Int J Occup Med Environ Health 2014;27:571–82.
      OpenUrlCrossRefPubMed
    24. ↵
      Zhou S, Weitzman M, Vilcassim R, et al. Air quality in New York City hookah bars. Tob Control Published Online First: 16 Sept 2014. doi:10.1136/tobaccocontrol-2014-051763
    25. ↵
      1. Jacob P III.,
      2. Abu Raddaha AH,
      3. Dempsey D, et al
      . Comparison of nicotine and carcinogen exposure with water pipe and cigarette smoking. Cancer Epidemiol Biomarkers Prev 2013;22:765–72.
      OpenUrlAbstract/FREE Full Text
    26. ↵
      Benjamin R. How tobacco smoke causes disease: the biology and behavioral basis for smoking-attributable disease: a report of the Surgeon General. Rockville, MD. Dept. of Health and Human Services, Public Health Service, Office of Surgeon General, 2010.
    27. ↵
      1. Fromme H,
      2. Dietrich S,
      3. Heitmann D, et al
      . Indoor air contamination during a waterpipe (narghile) smoking session. Food Chem Toxicol 2009;47:1636–41.
      OpenUrlCrossRefPubMedWeb of Science
    28. ↵
      1. Maziak W,
      2. Rastam S,
      3. Ibrahim I, et al
      . Waterpipe-associated particulate matter emissions. Nicotine Tob Res 2008;10:519–23.
      OpenUrlAbstract/FREE Full Text
    29. ↵
      1. Martinasek MP,
      2. McDermott RJ,
      3. Martini L
      . Waterpipe (hookah) tobacco smoking among youth. Curr Probl Pediatr Adolesc Health Care 2011;41:34–57.
      OpenUrlCrossRefPubMed
    30. ↵
      American Lung Association. Hookah smoking: a growing threat to public health issue brief. Smokefree Communities Project, 2011.

    Footnotes

    • SRK and SD are co-first authors.

    • Contributors SRK and SD conducted the systemic review and drafted the manuscript. SS and MW provided revisions.

    • Funding This work was supported in part by the NYU/Abu Dhabi Public Health Research Center.

    • Competing interests None.

    • Provenance and peer review Commissioned; externally peer reviewed.

    • Data sharing statement For additional data email the corresponding author.