eISSN: 2299-0046
ISSN: 1642-395X
Advances in Dermatology and Allergology/Postępy Dermatologii i Alergologii
Current issue Archive Manuscripts accepted About the journal Editorial board Reviewers Abstracting and indexing Subscription Contact Instructions for authors Publication charge Ethical standards and procedures
Editorial System
Submit your Manuscript
SCImago Journal & Country Rank
1/2011
vol. 28
 
Share:
Share:

Original paper
Analysis of the correlation between level of anxiety, intensity of depression and bronchial asthma control

Tadeusz Pietras
,
Michał Panek
,
Andrzej Witusik
,
Radosław Wujcik
,
Janusz Szemraj
,
Paweł Górski
,
Piotr Kuna

Post Dermatol Alergol 2011; XXVIII, 1: 15–22
Online publish date: 2011/03/07
Article file
- Analysis of.pdf  [0.14 MB]
Get citation
 
 

Introduction

Bronchial asthma is a serious, interdisciplinary medi­cal and psychosocial problem [1]. It affects around 10% of populations in developed countries (United Kingdom 13.85%, Finland 11.0%, Ireland 10.5%, Poland 10.5%, the Netherlands 8.7%, Switzerland 8.02%, France 6.9%, Spain 5.0%, Germany 4.7%) [2-6]. Chronic bronchitis, with periodically occurring bronchospasms and severe systemic disorders due to hypoxia, is a factor significantly deteriorating the patient’s quality of life and can be a cause of mood disorders [7-11]. Unfortunately, the prevalence of mood disturbances in bronchial asthma is not known in detail. The personality traits of subjects with chronic obstructive syndromes have not been defined precisely. It is not clear whether psychopathological variables correlate with the objective parameters of functional pulmonary tests, or whether temperamental traits correlate with the level of bronchial asthma control.

It should be kept in mind that, according to Eysenck’s theory, temperamental traits have a biological background [12]. Personality traits are universal, whereas the structure of temperament can be described by means of independent superfactors [12, 13]. On the basis of analyses of the factors determining individual differences of temperament as well as results of psychometric tests, Eysenck identified three factors describing temperament. These variables are often referred to as superfactors, principal or biological dimensions [12-15]. According to the concept proposed by Eysenck, the hierarchic structure of temperament consists of three superfactors: Psychoticism, Extroversion and Neuroticism. They are independent variables, determined by the behavioural factors associated with them [12, 16, 17]. It should be emphasized that the Superfactors Concept developed by Eysenck is closely connected with temperamental determinants of individual differences and according to Kuhn meets the paradigm criteria [12, 18, 19].

The personality traits differ significantly from one another. Eysenck emphasizes the mutual associations between the particular maximal and minimal values of each of the main temperamental factors. The Neuroticism superfactor consists of such traits as anxiety, dejection, depressiveness (depression), sense of guilt, low self-esteem and tension [12, 13, 18, 19]. The biological dimension Extroversion includes the following traits: sociability, liveliness, activity and sensation seeking. The Psychoticism superfactor differs from the two described above. It is closely correlated with pathology, composed of psychotic syndromes, psychopathologies and schizophrenia. According to Eysenck’s theory, psychoticism is a dimension which is also associated with other temperamental traits, including altruism, empathy and socialization [12, 13, 18, 19].

It is noteworthy that considerable intensity of anxiety and depressiveness (depression) factors, making up the Neuroticism superfactor according to the Big Five theory and Eysenck’s concept [20, 21], is a symptom typical both of a depressive episode and of anxiety disorder [20, 22]. The typical temperamental traits of patients with chronic obstructive syndromes have not been acknowledged so far.

According to Jung, contemporary empirical psychology, which is one of the natural sciences, describes the causes and analyses the structure of pathological variables [23]. Definition and identification of pathological factors, description of the traits leading to limitation of adaptability, as well as investigation of the elements of the Neuroticism superfactor in the area of thinking and sensation, are the key issues strongly correlated with the patient’s emotional state [23]. Analysis of correlations between the psychopathological variables which are components of the superfactors according to the Big Five model and Eysenck’s theory constitutes the basis for describing the role of associations between temperamental traits and the clinical condition of patients suffering from obstructive respiratory syndromes [12, 20-22].

Aim

The aim of the study was to analyse the associations between the objective obstruction measures based on spirometry and the intensity of psychopathological variables (anxiety and depression), as well as to determine the correlation between the level of bronchial asthma control and the traits of the Neuroticism superfactor according to the Big Five model and Eysenck’s theory. A description of the role of temperamental variables will make it possible in future to gain some insight into the risk factors for the development of mood disturbances in patients with obstructive pulmonary diseases.

Material and methods

The study was carried out in a group of 167 patients with bronchial asthma (mild – 24 patients, moderate – 76 patients, severe steroid-sensitive asthma – 59 patients, steroid-resistant asthma – 8 patients). The mean age of the patients was 50.29 years. The youngest patient was 20, the oldest one 82 years old. Median 52.00. Variance 228.74. SD ±15.12. Bias –0.25. Kurtosis –0.77. The study enrolled bronchial asthma patients treated in the Lodz Medical University Department of Internal Diseases, Asthma and Allergy and the Specialist Outpatient Department of Pulmonary Diseases at the N. Barlicki Memorial University Teaching Hospital No. 1 of the Medical University of Łodź. The studied patients were in a stable period of the disease, with no exacerbations of dyspnoea, infection, or increased frequency of night awakenings observed during the preceding week. Patients with malignancies were excluded from the study, as well as those with an episode of mood and anxiety disturbances documented on the basis of medical records and ICD-10: F30-39 and F40-49 research criteria, or developed on an organic background (F06.3 and F06.4). If the aforementioned disorders occurred within the period of recruitment, or slightly before it, and were not treated, the patients were assigned to the study group.

The control group comprised healthy subjects meeting all of the following criteria: no history or symptoms of asthma or other pulmonary diseases, no history or symptoms of allergy, no history or symptoms of atopic dermatitis, no history or symptoms of hypersensitivity to aspirin, negative skin prick tests using the set of the 10 most common allergens, and no first-degree relatives with a history of asthma or atopy. The group of healthy participants of the study (control) consisted of 178 subjects. The mean age was 46.03 years. The youngest patient was 18, the oldest one 80 years old. Median 48.00. Variance 263.00. SD ±16.21. Bias 0.05. Kurtosis – 1.08.

The diagnosis of asthma was based on the GINA (the Global Initiative For Asthma) Report Guidelines. The level of asthma severity and control was determined on the basis of the GINA Report Guidelines. All the participants underwent subjective examinations (structuralized anamnesis including, besides the element of subjective examination, the analysis of factors such as gender, obesity, tobacco smoking, duration of bronchial asthma, allergy to house dust mites, animal fur, mould spores and cockroach allergens, hypersensitivity to non-steroid anti-inflammatory drugs (NSAIDs), etc., in order to determine their role in the development of resistance to glucocorticoids, as well as to establish whether they are primary or secondary to genetic factors in character) and objective examinations. The results of pulmonary function tests and allergological tests were obtained from the individual medical records of the patients. If there were no results of spirometry or allergological tests available, such examinations were additionally performed during the recruitment visit.

According to the standards developed by the Polish Society for Pulmonary Diseases, the best result of three spirometry manoeuvres was selected for the analysis of obstructive disorders and disease severity. The correlation analysis took into consideration FEV1 (forced expiratory volume) expressed in litres, FEV1% (A/N% – percentage ratio of the measured to expected value) expressed as per cent of the expected value and FEV1% FVC index (ratio of FEV1 to FVC – forced vital capacity) expressed as absolute numbers. Spirometry tests were conducted in the Outpatient Department according to ERS (European Respiratory Society) / ATS (American Thoracic Society) standards, and allergological tests according to the guidelines of the EAACI (European Academy of Allergy and Clinical Immunology).

All the subjects were assessed with the Beck Depression Inventory in the version proposed by Pużyński and Wciórka [24, 25]. The results were expressed as scores. The level of depression was calculated on the basis of the following results scored by the patients: 0-10 points – no depression or mood deterioration; 11-16 points – mild depression; 17-27 points – moderate depression; 28 or more points – severe depression. Anxiety as a trait and anxiety as a state were measured with the Spielberger State-Trait Anxiety Inventory (STAI) in the Polish adaptation developed by Wrześniewski et al., published by the Polish Psychological Association Laboratory of Psychological Testing [26]. The results were expressed as absolute numbers of points scored for answers to the questionnaire. The declared dyspnoea level was estimated according to the 10-degree Borg subjective sensation scale [27]. Each patient marked objective dyspnoea severity at the time of the test on the scale from 0 to 10.

The level of asthma control was assessed with the Asthma Control Test, which is clear and easy for patients. The Asthma Control Test (ACT) consists of five questions. It was developed by Nathan et al. in cooperation with general practitioners and specialists in diagnostics and therapy of asthma [28-30]. Bronchial asthma control level was calculated on the basis of the following patients’ results obtained in ACT: 0-20 points – no asthma control; 21-24 points – partially controlled asthma; and 25 points – well-controlled asthma.

Correlations between the variables analysed in the study were measured by means of Pearson’s linear correlation coefficient, 2 test, t-test, Kruskal-Wallis test, Bonferroni test, Levene’s variance homogeneity test, and t-test for equality of means. The means, variances, standard deviations and correlation coefficients were calculated using SPSS licensed statistical software package. The differences in mean values were regarded as significant statistically at p = 0.05 level.

Results

The following results concerning depression intensity were obtained in the group of healthy subjects without bronchial asthma: no depression or mood deterioration – 68%; mild depression – 19%; moderate depression – 10.5%; severe depression – 2.5%. The results concerning levels of depression in the patient group are presented in table 1. Figure 1 presents the distribution of frequencies of particular depression levels in the groups. Pearson’s 2 test demonstrated a correlation between depression and bronchial asthma in controls versus asthma patients (p < 0.05). A similar correlation was found on analysis of associations within the studied populations. A strong correlation between the particular depression intensities (no depression or mood deterioration, mild depression, moderate depression, severe depression), and asthma severity was observed at the significance level p = 0.001.

No correlation was found between the level of depression and asthma resistant to treatment (p > 0.05) or between the level of depression and non-severe and severe asthma (p > 0.05).

Depression intensity levels in severe asthma patients are presented in table 2 and illustrated in figure 2. A strong correlation between the levels of depression intensity and difficult-to-treat asthma was demonstrated at p = 0.01 significance level.

The mean intensity of anxiety measured with Part X – 1 STAI (anxiety as a state) in the control group was 39.27 (SD ±10.13), and in the group of bronchial asthma patients 39.64 (SD ±11.55). The mean intensity of anxiety according to STAI Part X – 2 (anxiety as a trait) in the group of healthy subjects was 43.62 (SD ±9.00), and in the group of bronchial asthma patients 44.41 (SD ±9.68). No correlation was observed between anxiety-state and anxiety-trait in controls versus asthma patients, both with non-severe and severe asthma (p > 0.05). The analysed correlations are presented in figures 3 and 4.

The correlations between asthma control level measured with ACT and depression severity were analysed. The obtained results are presented in table 3. Pearson’s 2 test demonstrated a strong correlation between the loss of bronchial asthma control and intensity of depression at p = 0.01 significance level. Mood deterioration and increasing severity of depression were observed in the analysed groups as the number of asthma symptoms increased (growing severity of dyspnoea, impairment of everyday functioning at home/work/school, night and early morning awakenings, frequent administration of bronchodilators, self-assessment of asthma control by the patient), which is illustrated in figure 5.

The effect of anxiety level (anxiety as a state and anxiety as a trait) on the level of bronchial asthma control (ACT) was assessed in the studied groups. The level of the variable in the patient population is presented in table 4. Multiple comparison analysis was conducted using Bonferroni test. A number of significant, both inter- and intra-group, correlations were demonstrated. A statistically significant correlation was found between anxiety as a state and uncontrolled and partially controlled asthma (p = 0.016). Anxiety as a trait in patients with loss of asthma control in the groups of patients with partially (p = 0.004) and well-controlled asthma (p < 0.0001). The obtained results are presented in figures 6 and 7.

Discussion

As emphasized by epidemiological studies, the coincidence of a somatic disease with mood and anxiety disorders is associated with a worsened course of the underlying disease, progression of symptoms and the need for more frequent medical consultations [31]. Such observations were made as early as the 1950s by Franz Alexander, who classified bronchial asthma as a psychosomatic disease. The occurrence and course of such diseases have a significant association with the patients’ mental functions and demonstrate strong correlations with psychopathological variables [32, 33]. The inflammatory aetiology of bronchial asthma leads to dyspnoea episodes experienced by the patients, which consequently leads to the activation of physiological mechanisms inducing mood deterioration and anxiety [6, 34].

The GINA Report 2006 states that despite the developed treatment standards and implementation of modern bronchodilating agents and anti-inflammatory drugs, even as many as 50% of patients received incorrect treatment. The lack of control of the disease was due to non-compliance with the recommended therapy by the patients and introducing their own modifications to the used treatment [1, 4, 6, 33]. Studies by Vila and Huovinen demonstrated that the disease leads to lower self-esteem of the patients, reduces their social competences, deteriorates the ability to cope with asthma, and induces generalized emotional disturbances and anxiety [34-36]. Anxiety and mood disorders accompanying obstructive diseases induce a feeling of existential threat. Anxiety as a state may modify anxiety-trait, which predisposes to reactions with anxiety as a state, which enhances the subjective sensation of shortness of breath and other symptoms [20, 34, 37]. Studies by Bateman et al. confirm the phenomenon of impossibility to achieve satisfactory control of symptoms in all patients with bronchial asthma despite modern methods of treatment [38, 39]. Among the factors contributing to ineffective asthma treatment, attention should be paid to lack of cooperation with physicians on the patients’ part, non-acceptance of the disease, necessity of chronic administration of drugs, delayed diagnosis of asthma, tobacco smoking and patients’ disappointment with contacts with health care personnel [1, 34]. The disease-related variables listed above markedly deteriorate the patients’ quality of life and support, prolong asthma attacks and increase hospitalization time.

From the clinical point of view, the study demonstrated important correlations between the level of asthma control (ACT), and the anxiety level and depression intensity. The results of the study confirmed that the analysed psychopathological variables significantly influence the level of disease control. It should be emphasized that a satisfactory level of control of asthma symptoms was not found in any of the patients in the severe asthma group. Worse bronchial asthma control had a negative influence on the patients’ quality of life, which caused secondary aggravation of mood deterioration. This correlation was less pronounced in patients with mild and moderate asthma.

In recent years, attention has been paid to the association of the patients’ mental state (depression, anxiety-state, anxiety-trait) with the symptoms of bronchial asthma, the dynamics of its course and treatment efficacy (ACT). The emotional factor is undoubtedly an important mechanism supporting the attack of dyspnoea. The observations made by Holgate demonstrated an association of emotional excitation with hyperventilation in the mechanism of central respiratory pattern generator activation [44]. The results obtained in the present study confirmed the correlation of the emotional component with asthma severity. Psychological factors also play a key role in patients’ ability to cope with a somatic disease. In this context, the studies concerned with personality traits which can significantly modify the functioning of the patients are justified. The analysis of temperamental variables by means of psychological tests assessing the patients’ abilities to cope with difficult and stressful situations, as well as the functional role of personality in the process of the patient’s adaptation to the disease, is an important element making it possible to precisely identify the factors affecting behavioural disorders and loss of control over bronchial asthma. In future, it will allow psychological aspects to be included in the tests assessing the level of asthma control in addition to the occurrence of symptoms and results of respiratory function tests.

This paper, in accordance with the applicable biopsychosocial paradigm, confirms that bronchial asthma should be treated as a psychosomatic disease. The psychological factor is considerably involved in the aetiopathogenesis and clinical presentation of the disease [40]. The attacks of dyspnoea are accompanied by a high level of anxiety and mood deterioration.

The present study indicates the need for holistic care to be provided to patients with bronchial asthma and coincident mood and anxiety disturbances. From the point of view of methodology, a clinical psychologist and a consulting psychiatrist play an important role in the diagnostics and therapy of patients with bronchial obstruction. The treatment of depression and anxiety disorders in the course of chronic pulmonary diseases should include not only administration of antidepressants, but also psychotherapeutic management [20, 37, 41-43].

Conclusions

It should be emphasized that precise determination of temperamental traits in bronchial asthma patients is a key problem for assessment of the patients’ phenotype. It will make it possible in future to establish a profile of Polish patients. Screening conducted from the point of view of prognosis will provide the possibility of early diagnostics of coincident mental disorders. Early identification of patients with bronchial asthma accompanied by mood and anxiety disturbances will allow appropriate psychosomatic therapy to be instituted.

Precise specification of personality traits in patients with obstructive syndromes may in future allow the identification of common genetic factors predisposing to the development of depression, excessive activation of proinflammatory cytokines and chronic hypoxia at the level of the central nervous system. Identification of genetic variables with institution of early and, from the very beginning, intensive treatment of bronchial asthma will not only ensure better control of the pathological process, but also provide secondary prevention of mental disorders and may contribute to the development of appropriate interdisciplinary standards of management in future.

This study is a preliminary analysis of the selected Superfactors according to the Big Five model and Eysenck’s theory. Determining the correlation between psychopathological variables and formal aspects of behaviour including energetic and temporal characterization is, in view of the present study and obtained results, an important element of multidimensional diagnosis and holistic therapy of bronchial asthma patients. Acknowledgements The study was partially financed from Grant No. N N402 374638 of the Ministry of Science and Higher Education of the Republic of Poland received by Michał Panek, MD and Prof. Piotr Kuna.

References

 1. Światowa strategia rozpoznawania, leczenia i prewencji astmy. Aktualizacja 2006. Wydanie specjalne 1/2007. Medycyna Praktyczna, Kraków 2007.  

2. Samoliński B. Epidemiologia alergii i astmy w Polsce – doniesienie wstępne badania ECAP. Terapia 2008; 208: 127-31.  

3. Available from http://www.who.int  

4. Masoli M, Fabian D, Holt S, et al. Global Initiative for Asthma (GINA) Program. The global burden of asthma: executive summary of the GINA Dissemination Committee report. Allergy 2004; 59: 469-78.  

5. Available from http://www.pta.med.pl  

6. GINA 2002 – Światowa strategia rozpoznawania, leczenia i prewencji astmy. Raport NHLBI/WHO. Medycyna Praktyczna 2002; 6: 1-181.  

7. Viegi G, Scognamiglio A, Baldacci S, et al. Epidemiology of chronic obstructive pulmonary disease (COPD). Respiration 2001; 68: 4-19.  

8. Eder W, Ege M, von Mutius. E. The asthma epidemic. N Engl J Med 2006; 355: 2226-35.  

9. Panek M, Pietras T. Zaburzenia psychiczne w obturacyjnych chorobach płuc. Terapia 2008; 208: 63-5.

10. Balon R. Mood, anxiety, and physical illness: body and mind, or mind and body? Depress Anxiety 2006; 23: 377-87.

11. Ferguson C, Stanley M, Souchek J, Kunik M. The utility of somatic symptoms as indicators of depression and anxiety in military veterans with chronic obstructive pulmonary disease. Depress Anxiety 2006; 23: 42-9.

12. Strelau J. Psychologia temperament. Wydawnictwo Naukowe PWN. Warszawa, 2009.

13. Strelau J. Temperament, personality, activity. Academic Press, London 1983.

14. Zawadzki B, Strelau J. Formalna Charakterystyka Zachowania – Kwestionariusz Temperamentu (FCZ-KT). Podręcznik. Pracownia Testów Psychologicznych PTP, Warszawa1997.

15. Zawadzki B, Strelau J, Szczepaniak P, Śliwińska M. Kwestionariusz Temperamentu PTS: Podręcznik. Pracowania Testów Psychologicznych PTP, Warszawa 1998.

16. Strelau J. Temperament: a psychological perspective. Wydawnictwo Naukowe PWN, Warszawa 2001.

17. Angleitner A, Newberry BH. The Pavlovian Temperament Survey (PTS): An international handbook. Hogrefe & Huber Publishers, Göttingen 1999.

18. Strelau J. Psychologia różnic indywidualnych. Wydawnictwo Naukowe Scholar, Warszawa 2006.

19. Strelau J. Temperament jako regulator zachowania: z perspektywy półwiecza badań. Gdańskie Wydawnictwo Psychologiczne, Gdańsk 2006.

20. Panek M, Pietras T. Zaburzenia psychiczne w obturacyjnych chorobach płuc. Terapia 2008; 208: 63-5.

21. van Straten A, Cuijpers P, van Zuuren FJ, et al. Personality traits and health-related quality of life in patients with mood and anxiety disorders. Qual Life Res 2007; 16: 1-8.

22. Pużyński S, Wciórka J. Klasyfikacja zaburzeń psychicznych i zaburzeń zachowania w ICD-10. Badawcze kryteria diagnostyczne. Uniwersyteckie Wydawnictwo Medyczne ,,Vesalius’’, Kraków 1998.

23. Jacobi J. Psychologia C.G. Junga. Wydawnictwo Ewa Korczewska L.C., Warszawa 1996.

24. Beck A, Ward C, Mendelson M, et al. An inventory for measuring depression. Arch Gen Psychiatry 1961; 4: 561-71.

25. Pużyński S, Wciórka J. Narzędzia oceny stanu psychicznego. In: Psychiatria. Bilikiewicz A, Pużyński S, Rybakowski J, et al. Wydawnictwo Medyczne Urban & Partner, Wrocław 2002, 453-538.

26. Wrześniewski K, Sosnowski T, Matusik D. Inwentarz Stanu i Cechy Lęku STAI. Polska Adaptacja STAI. Podręcznik. Pracownia Testów Psychologicznych Polskiego Towarzystwa Psychologicznego. Warszawa 2002.

27. Grammatopoulou E, Skordilis E, Koutsouki D, Baltopoulos G. An 18-item standardized Asthma Quality of Life Questionnaire-AQLQ(S). Qual Life Res 2008; 17: 323-32.

28. Nathan RA, Sorkness CA, Kosinski M, et al. Development of the asthma control test: a survey for assessing asthma control. J Allergy Clin Immunol 2004; 113: 59-65.

29. Schatz M, Sorkness CA, Li JT, et al. Asthma Control Test: reliability, validity, and responsiveness in patients not previously followed by asthma specialists. J Allergy Clin Immunol 2006; 117: 549-56.

30. Braido F, Baiardini I, Balestracci S, et al. Does asthma control correlate with quality of life related to upper and lower airways? A real life study. Allergy 2009; 64: 937-43.

31. Jaracz J. Depression and anxiety in chronic pulmonary diseases. Przew Lek 2007; 1: 139-41.

32. Schier K. Geneza i formy leczenia astmy oskrzelowej: perspektywa psychoanalityczna. Psychoterapia 2000; 112: 61-71.

33. Grabowska-Krawiec P. Astma, a trudności w regulowaniu emocji. Alergologia współczesna 2010; 1: 31-2.

34. Talarowska M, Florkowski A, Gałecki P, et al. Rola zmiennych psychologicznych w powstawaniu i przebiegu astmy oskrzelowej oraz funkcjonowanie poznawcze pacjentów. Pneumonol Alergol Pol 2009; 77: 554-9.

35. Vila G, Nollet-Clemençon C, Vera M, et al. Prevalence of DSM-IV disorders in children and adolescents with asthma versus diabetes. Can J Psychiatry 1999; 44: 562-9.

36. Huovinen E, Kaprio J, Koskenvuo M. Asthma in relation to personality traits, life satisfaction, and stress: a prospective study among 11,000 adults. Allergy 2001; 56: 971-7.

37. Pietras T, Witusik A, Panek M, et al. Anxiety and depression in patients with obstructive diseases. Pol Merkur Lekarski 2009; 26: 631-5.

38. Bateman ED, Boushey HA, Bousquet J, et al.; GOAL Investigators Group. Can guideline-defined asthma control be achieved? The Gaining Optimal Asthma Control study. Am J Respir Crit Care Med 2004; 170: 836-44.

39. Chełmińska M, Werachowska L, Niedoszytko M, et al. Quality of life of patients with asthma which has been well and poorly controlled. Pneumonol Alergol Pol 2007; 75: 70-5.

40. Sęk H. Wprowadzenie do psychologii klinicznej. Wydawnictwo Naukowe Scholar, Warszawa 2001.

41. Roy-Byrne P, Davidson K, Kessler R, et al. Anxiety disorders and comorbid medical illness. Gen Hosp Psychiatry 2008; 30: 208-25.

42. Hassed C. An integrative approach to asthma. Aust Fam Physician 2005; 34: 573-6.

43. Yohannes A. Palliative care provision for patients with chronic obstructive pulmonary disease. Health Qual Life Outcomes 2007; 5: 17.

44. Holgate ST. Airway inflammation and remodeling in asthma: current concepts. Mol Biotechnol 2002; 22: 179-89.
Copyright: © 2011 Termedia Sp. z o. o. This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) License (http://creativecommons.org/licenses/by-nc-sa/4.0/), allowing third parties to copy and redistribute the material in any medium or format and to remix, transform, and build upon the material, provided the original work is properly cited and states its license.
Quick links
© 2024 Termedia Sp. z o.o.
Developed by Bentus.