119
Views
14
CrossRef citations to date
0
Altmetric
Review

A time for everything and everything in its time – exploring the mechanisms underlying seasonality of COPD exacerbations

, , , &
Pages 2739-2749 | Published online: 05 Sep 2018

Abstract

Across Europe, COPD affects 23 million people leading to annual health care costs of ~€25.1 billion. This burden is particularly severe during winter months in association with the peak incidence of exacerbation events. Seasonal variation in the health status of patients with COPD places additional and often critical pressure on already strained health care resources. COPD exacerbations are characterized by worsening day-to-day symptoms of an individual and often triggered by respiratory infections, but the process by which this occurs in a seasonal fashion is likely to be multifactorial. In this review, we discuss recent population studies that highlight the impact of seasonality in COPD and review the proposed biological mechanisms underlying this. An appraisal of the role of the host susceptibility and response, environmental triggers and the biology of respiratory pathogens is detailed. The impact of each aspect is considered, and an integrated model of the context for the whole individual and society in general is explored.

Introduction

Life on earth is intimately linked to the level of energy (ultraviolet [UV], visible, and infrared radiation) received from the sun, and the variations in the angle of earth’s rotational axis on its elliptic course gives rise to various seasons. Seasonality affects all forms of life as they adapt to overcome the environmental challenges associated with this cycle.Citation1 Variations in the mammalian reproductive cycle are among the best documented biological phenomena studied in relation to seasonality, with the level of fertility changing at certain times of the year to improve the chances of survival of offspring.Citation2 However, there is evidence that many other physiological functions and human disease-related conditions exhibit similar seasonal and also circadian patterns, for example, cardiovascular,Citation3 physiological state,Citation4 autoimmune,Citation5 cutaneous,Citation6,Citation7 and psychiatric disorders.Citation8

The association of COPD with seasonality is notable.Citation9,Citation10 Individuals with COPD recognize that they are more likely to experience exacerbations in winter, with 30% of COPD patients being frightened of this season.Citation11 Indeed, some of the more affluent patients with chronic conditions such as COPD and rheumatoid arthritis holiday in sunnier climates during winter, a fact evidenced by the presence of websites encouraging extended winter holidays for this population.Citation12 This perceived risk is supported by evidence from clinical studiesCitation9,Citation10 demonstrating an increased incidence of COPD exacerbations in the winter months in temperate climates, but not in warmer tropical environments. The underlying mechanisms for this variance are not clear, suggesting a variety of factors including host biology, environmental conditions, and pathogen alteration.

In this review, we set out to identify our current understanding of the factors that influence COPD exacerbation seasonality and suggest avenues where further research may reduce risk and improve outcomes.

Importance of seasonality in COPD exacerbation rates

The GOLD guide defines a COPD exacerbation as an acute event characterized by the worsening of a patient’s respiratory symptoms that is beyond normal day-to-day variation and leads to a change in medication.Citation13 However, COPD exacerbations are not always easily demarcated due to the heterogeneity of factors precipitating the event, the variation in the patient’s perception of an exacerbation, and biological response to the precipitating factor(s) in terms of severity and duration of symptoms. This leads to differences in the criteria used by studies to define both the disease itself and the presence of an exacerbation.

Allowing for this variation, a systematic search, on the PubMed and Embase libraries, using the search terms of “seasonality” and “COPD exacerbations” identified seven separate studies showing a seasonal variation in COPD exacerbations.Citation9,Citation10,Citation14Citation19 A large international multicenter study, the TORCH trial, has shown that seasonality in temperate climates increases the rate of exacerbations, with an almost twofold increase in winter compared with summer months.Citation9 This is further supported by extrapolation of results from the POET-COPD study which documented a 116% increase in exacerbation rates from December to February when compared with June to August in a study of 7,376 patients over 12 months.Citation19 Recent data from the SPIROMICS cohort study additionally challenged the concept that individuals can be categorized as either frequent or infrequent exacerbators. Over a 3-year period, many individuals varied on an annual basis in their exacerbation events, suggesting that external influences are important in an individual’s risk of exacerbation.Citation20,Citation21

This seasonal variation in exacerbation incidence has a corresponding effect on hospital admissions in many different health care systemsCitation22Citation24 and is also associated with an increase in mortality.Citation25 Therefore, a greater understanding of the factors that contribute to these seasonal increases in exacerbation rates should provide opportunities to protect patients and reduce the burden on already overstretched health care systems.

Host physiology

The immune system plays a key role in infectious exacerbations of patients with COPD. How seasonality affects this process is complex and multifactorial.

Seasonal effects on gene expression and cytokine pattern – length of day

Dopico et al have highlighted that seasonality affects the expression of genes such as ARNTL, which is known to be associated with the immune response.Citation1 This study used cohorts of patients recruited for studies with a variety of long-term conditions including asthma and type 1 diabetes.Citation26,Citation27 The authors were able to show that the expression of anti-inflammatory genes was altered by the time of year. Importantly, those more highly expressed in June, July, and August in the northern hemisphere were seen to be raised in December, January, and February (corresponding to the equivalent day lengths and climatic conditions) in the southern hemisphere. This difference was also reflected by the presence of circulating immune cells, which were increased during the winter period in the UK. In equatorial climates where day length and temperature were less variable, there was still evidence of seasonal immune variation linked to rainfall, reflecting the period with the highest incidence of infection.

This relationship may deliver an evolutionary advantage by priming the immune system during the highest risk period for infection. However, other smaller studies have suggested reduced cell-mediated immunity and T-cell function during winter and/or periods spent in colder climates,Citation28,Citation29 and the overall effects of the winter season on cutaneous and/or systemic immune function may result from a combination of individual effects due to alterations in the length of daytime, exposure of skin to sunshine, body/skin temperature, and hormonal changes. Animal studies support a role for photoperiodic variation in the immunological response.Citation30 Changes are controlled by the hypothalamic suprachiasmatic nucleus which responds to light via the nocturnal pineal melatonin rhythm (MEL); as day length alters throughout the year, the MEL signal changes in a predictable and reproducible way, resulting in higher levels of melatonin during winter. Melatonin blocks differentiation of Th17 cells (resulting in less interleukin [IL]-17A expression) and induces the production of Treg1 cells (with a consequential increase in IL-10 productionCitation31), thus permitting an exacerbation. The change in circulating immune cells in these cohort studiesCitation1,Citation26,Citation27 has previously been reproduced in studies of rodents maintained under artificial light conditions mimicking short and long days. In vivo studies in Siberian hamsters demonstrated that the inflammatory response to a bacterial challenge or wound healing partially varied with the time of year in which the challenge took place. The prevailing cytokine profile also varies in these rodents leading to a change in strength of their immune response.Citation30 Specifically, circulating levels of IL-1β, IL-6, and tumor necrosis factor α were reduced following lipopolysaccharide challenge in animals under short day conditions.Citation32,Citation33 Equivalent responses in COPD patients may result in greater risk of exacerbation in short winter days as early local immune defenses would be impaired.Citation34

The role of hormonal effects

Animal models highlight the role for hormonal changes in photoperiodicity and immune function, which could alter the susceptibility to COPD exacerbations. In particular, thyroid, pituitary, and gonadal hormones have been implicated in the response to photoperiodicity.Citation30

Gonadal hormones have been investigated to determine whether there is a seasonal variation in their impact on immunity, given their established influence on reproductive cycles as a result of day length.Citation30 These studies have shown conflicting responses. Castration was shown to cause a rise in levels of CD3+T-lymphocyte numbers that were similar, although less profound, to the effect seen in male Siberian hamsters maintained in short daylight conditions.Citation35 However, the practical benefit of gonadal hormones in the skin inflammatory response associated with photoperiodicity via lymphocyte proliferation has not been confirmed as testosterone supplementation failed to alter the effect of day length.Citation36

Seasonal variations in thyroid hormones have also been demonstrated to alter the reproductive cycle.Citation37Citation39 The active component, triiodothyronine (T3), has been established as a key regulator of many different processes in the immune system.Citation40,Citation41 The effect of photoperiodicity on the role of thyroid hormones was investigated in animal models via its influence on DIO3 mRNA, DNMT3B mRNA, and DIO3 promotor methylation in different tissue types.Citation30,Citation42Citation44 This showed that day length does alter the synthesis of T3 in different tissue types.

Such changes in immune function in response to seasonal hormone variations have so far only been studied in animal models. Prospective studies of the impact of seasonal variations in thyroid levels on the risk of infectious exacerbations in COPD are warranted since they may contribute to the increased exacerbation rates seen in the winter.

Effects of variation in day length

Photoperiodicity is not the sole controlling mechanism for seasonality in the immune system as Dopico et al showed that there was an equivalent rise in white cell numbers during the wet season in equatorial climates.Citation1 These wet periods are associated with the highest rates of parasitic infections. Thus, while there is no change in day length or significant temperature alterations in the tropics, there is still an advantage of seasonal variability in certain biological responses, supporting the concept of a seasonal change in immunity.Citation45

Intriguingly, data showed that there was a reduction in the equivalent seasonal variation in an Icelandic cohort of patients.Citation1 An explanation for this may be the requirement of the MEL rhythm to have a period of downregulation to be effective, as seen in rodents.Citation30 The extreme latitude of Iceland leads to almost 24-hour daylight in the summer, thereby losing the time for downregulation. These findings suggest a greater complexity in control of the immune response to seasonality than it being a simple reflection of the photoperiod.

Environmental factors

Temperature

In the general population, extremes in temperature are associated with an increase in morbidity and mortality.Citation46 This effect is also seen in the respiratory disease setting; for example, in 48 patients with COPD, there was an association with patient-reported quality-of-life scores and hours of warmth.Citation47 There is a complex interaction between lower temperatures seen in the winter and the increase in mortality rate observed. In the UK population, the average temperature for the preceding 13 days has been shown to be associated with national mortality rates, particularly in those with preexisting lung disease.Citation48 The influence of cold weather on respiratory complaints is supported by a study from China showing increased health care attendance during periods of lower temperatures.Citation49 This is not a simple linear response to cold weather since countries with warmer average temperatures have an even greater increase in mortality with a comparable fall in temperature.Citation50 An explanation for this may be that in colder climates there is better adaption in terms of both quality of housing and personal clothing to cope with those changes.Citation25 This explanation is supported by the findings of a study of children with asthma, where housing improvements led to a reduction in asthma symptoms.Citation51 Deprivation has also been shown to have impact on COPD exacerbation rates in the winter. A Scottish study implied that access to warm clothing and housing altered a patient’s risk of exacerbating.Citation52 Despite these findings, a systematic review of European studies did not support the suggestion that housing changes can reduce mortality from respiratory disease.Citation53

These inconsistencies related to the impact of cold, environment, and season on respiratory disease, in particular in patients with COPD, are likely a reflection of the complexity of the interplay between a variety of environmental factors and the infectious agent itself and the immune response elicited by the host. Wanka et al have highlighted this by showing that meteorological factors had a significant but nonlinear overlap with pollution findings that made predicting morbidity in asthma or COPD patients difficult.Citation54

Precipitation and humidity

The impact of climatic conditions is not solely due to temperature differences. In subtropical climates, the seasonal variation in infection rates remains although there is minimal temperature variation throughout the year. Instead, rates of infection in general, and respiratory viral infections in particular, follow the progress of wet seasons.Citation55 Where the average precipitation rate was >150 mm per month, there was a rise in seasonal influenza activity, although the effect is less pronounced and reliable than that seen with changes in temperature in temperate climates.Citation56

The effects of humidity on exacerbation rates may be linked via viral transmission, with lower humidity levels leading to increased transmission rates.Citation55Citation57 Relative humidity (RH) is the water content in a gas mixture, such as the air we breathe, relative to the ability of the gas to hold the water at a given temperature. It is influenced by ambient temperature, which could therefore be the ultimate determinant of infection and associated exacerbations. However, animal models using influenza infection show that where temperature is controlled for, ambient humidity levels alone are sufficient to alter the rate of infection.Citation58 Rather than RH, absolute humidity (AH), which measures water content regardless of temperature, has been shown to more accurately model viral infection rates in temperate climates.Citation59

The relationship between humidity and viral infection rate is not linear. Instead, a rise in infection occurs at low temperatures in association with a low AH, whereas at higher temperatures the reverse is seen.Citation60 This reflects underlying viral biology with low AH limiting viral envelope disruption at low temperatures. At higher temperatures, the virus is at risk of desiccation, accounting for a protective effect of higher AH. A crossover point therefore exists at which the positive and negative effects of AH are neutral. Based on the global infection rates, this is suggested to be at 24°C, but confirmatory laboratory data are limited with only temperatures <20°C been studied.Citation60

Interactions between pollution and seasonal effects

The significance of air pollution on seasonality in COPD exacerbations is integrally linked to weather and temperature. The effects of air pollution are a significant public health concern, with increasing governmental focus on control in both the developing and developed world.Citation61,Citation62 Airway damage has been shown to occur in children,Citation63 but eliciting a causative effect for COPD is more difficult. The effect of living closer to high pollution sites did influence disease rates of women in Germany,Citation64,Citation65 but was not reproduced in an adult population in the UK.Citation66

The relationship between air pollution and acute exacerbations of COPD is more established. Large population studies in both European and American cities have shown rises in admission rates and symptomatology in association with increased pollution levels.Citation67Citation69 Interestingly, equivalent effects are also seen in more rural locations when pollution levels rise from a low baseline indicating a dose-dependent response regardless of the background concentration of pollutants.Citation70

Pertinent to this review, the impact of pollution on mortality is also subject to seasonal variation.Citation71 National governments have identified significant issues with air quality as a result of pollution in recent years.Citation72 A large multicenter study in China has shown that there is an association with season, particulate matter (PM), and mortality that follows a biannual pattern, with peaks in mortality in summer and winter.Citation72 The study reviewed data from 17 large cities to model for any changes seen following a rise in PM by >10 µg/m3. The greater increases seen in summer as well as winter months may reflect the predominant use of coal-fired power stations for energy generation in China which are required for both winter heating and summer cooling in homes and industries. Curiously, and in contrast with COPD-specific study data where seasonal exacerbation rates are more marked in temperate climates, the mortality impact was more pronounced the closer to the equator the city was located.

Sunlight

Heliotherapy has been used as a treatment for centuries. Its practice proved popular; but even one hundred years ago, it was controversial with the first editorial in the British Journal of Tuberculosis being used to question its value.Citation73 However, UV has a variety of effects on the skin/body, including synthesis of vitamin D, and thus effects on tuberculosis killing by macrophagesCitation74 and local/systemic immunosuppression. The ability of UV radiation to alter the immune response was eventually documented conclusively in the 1970s. Investigating the impact of UV in skin cancer biology led to the understanding that UV radiation reduces the ability of the immune system to suppress tumor development.Citation75,Citation76 Further work has shown multiple immune effects from exposure to sunlight leading to reduction in not only local processes such as psoriasis but also systemic conditions including respiratory diseases such as asthma.Citation77 The UVB wavelengths (290–315 nm) are considered the key components in sunlight responsible for immune modulation, although a role for UVA has also been suggested.Citation77,Citation78 The amount of solar UVB radiation reaching the earth’s surface is dependent on the distance that the radiation travels through the ozone layer in the upper atmosphere. This means that, as a result of the rotational angle of the earth in relation to the sun, reduced levels of UVB exposure are seen at higher latitudes during winter months.Citation78,Citation79 In addition, cloud cover can attenuate up to 99% of UVB radiation, thus further impacting on levels during winter months at higher latitudes and in the rainy season in equatorial conditions.Citation80,Citation81

UV-induced immunosuppression is not likely to be a key determining factor in COPD exacerbations in relation to influenza or viral exacerbations because there is less UV exposure in winter. However, UV light might be relevant via its inhibitory effect on systemic inflammation during summer but not winter when COPD exacerbation occurs. Therefore, enhanced low-level inflammatory processes, which are also energetically costly to control, may contribute to unfavorable alterations in systemic redox status due to increased oxidative stress. The role of oxidative stress in COPD has recently been reviewed and is beyond the scope of this paper, but a specific role for seasonality in this process has not been studied.Citation82

UV exposure has also been linked to viral infection partly through this role in immunosuppression. It is recognized to cause viral reactivation of the herpes simplex virus.Citation83 Solar insolation (ie, the amount of solar radiation reaching the earth’s surface) has therefore been incorporated in modeling of environmental factors that influence respiratory viral infection rates. However, the decrease in solar insolation seen in winter months was not found to track infection rates.Citation59

The role of sunlight and UV radiation in the regulation of immune system activity has been intrinsically linked to its actions on vitamin D synthesis.Citation84 While seasonal variation in serum vitamin D levels relates to UV exposure during summer months, a systematic review has highlighted that adequate vitamin D levels are maintained in winter in over 50% of individuals.Citation6 The role of UVB radiation in this context is to aid the conversion of pro-vitamin D3 (7-dehydrocholesterol) to pre-vitamin D3 (pre-cholecalciferol) before further steps in the liver and kidney convert it to its activated form, 1,25-dihydroxyvitamin D3. However, some of the seasonal deterioration in immune function might be ameliorated by a change in diet.Citation85 A level of >50 nmol/L is seen as adequate, with some authors considering >75 nmol/L as optimal for the overall well-being of the individual,Citation6,Citation86 but the precise adequate concentration of vitamin D present in an individual to maintain health is difficult to define and therefore assessing whether seasonal reductions have a clinical effect is challenging.

Vitamin D itself has multiple properties that impact on the immune system. It can drive immune cells such as mono-cytes, macrophages, and neutrophils to produce antimicrobial peptides including LL-37 and β-defensin 2, which enhance the bactericidal properties of these cells.Citation87 It also drives differentiation of a variety of different immune cells including dendritic cells, T cells, and monocytes to support specific immune responses, placing it in a key position to alter the inflammatory response seen in COPD exacerbations.Citation88Citation90 However, immune cells themselves express the inducible enzyme, CYP27B1 (1α-hydroxylase), so they too can make 1,25-dihydroxyvitamin D3 and cause an autocrine effect at a local level that may alter the immune response independently of sunlight exposure.Citation91 Its overall impact though remains less clear with a comprehensive systematic review of vitamin D status and ill health, suggesting that the observed low vitamin D levels seen in association with higher mortality may reflect frailty rather than a trigger for illness.Citation92

Sunlight exposure or vitamin D supplementation has been proposed as potential therapies. In those with steroid resistant asthmaCitation93 and in those with newly diagnosed disease,Citation94 the addition of vitamin D to the diet has been shown to improve clinical outcomes as well as in infectious conditions such as tuberculosis.Citation87,Citation95 A systematic review of asthma exacerbations, including seven separate studies, demonstrated a clinically relevant reduction in steroid use with vitamin D supplementation.Citation96 Importantly, in the context of COPD, a large meta-analysis showed that vitamin D supplementation reduced acute respiratory tract infections.Citation97 Although this suggests a role for vitamin D therapy in respiratory conditions in general, other treatment studies have failed to show a clear benefitCitation95,Citation98 in line with other diseases.Citation99 This may reflect the low thresholds (<25 nmol/L) used by the positive studies to indicate those individuals requiring treatment. For example, in a study of muscle strength in COPD where the treatment and interventions arms had levels >40 nmol/L, there was no impact from vitamin D supplementation.Citation100

In patients with COPD, a reduction in day length has been shown to be associated with a reduction in the presence of 25-hydroxyvitamin D.Citation101 However, despite the importance of vitamin D in immunomodulation in experimental model systems, its use in clinical practice remains controversial. In observational studies, low levels of its activated form, 1,25-dihydroxyvitamin D, did not result in an increased frequency of COPD exacerbationsCitation12,Citation101,Citation102 or a reduction in the susceptibility to human rhinovirus (HRV) infection.Citation101 Subgroup analysis from two separate studies has shown that although infection rates are not altered, the time to exacerbation is increased in those individuals with low vitamin D levels who are given dietary vitamin D supplementation.Citation103,Citation104 A systematic search of the online databases Embase, Medline, and the Cochrane Library for vitamin D supplementation and COPD exacerbations identifies two separate studiesCitation100,Citation103 and two trials in progress. Those trials to report showed a positive response, predominantly in patients with initial low vitamin D levels. The ongoing randomized controlled trial (PRECOVID trial) of vitamin D supplementation in COPD patients may add further evidence for its use.Citation105

A confounding factor in any discussion on vitamin D levels and photoperiodicity is the impact of diet. Historic cultural dietary alteration in indigenous populations in Alaska, for example, developed to account for the inability to synthesize the active form in winter months. With a generational move to Western diets, this seasonal dietary supplementation is being lost which may in turn lead to long-term respiratory health effects.Citation106 Although seasonal variation in diet in developed countries is relatively limited,Citation107 the impact on a subset of other micronutrients such as vitamins C and D has not been consistently shown to be altered.Citation107

It has been argued that vitamin D may simply be a biomarker of sunlight exposure and that the beneficial effects of sunlight for cardiovascular and metabolic (and perhaps also respiratory) health are due to the release of additional factors from the skin.Citation108 One such factor may be nitric oxide (NO), and it is conceivable that the increase in COPD exacerbations in the northern hemisphere in winter is linked to the nadir in UV-induced NO release during this time of year.

NO is another immunomodulator induced by UV radiation exposure.Citation77 NO is a ubiquitous messenger and effector molecule that can be formed by two independent enzymatic routes that depend on the availability of either l-arginine (which is a substrate for nitric oxide synthase, NOS) or nitrate (which can be sequentially reduced to nitrite and NO by a variety of enzymatic and non-enzymatic pathways).Citation109 In addition, sunlight exposure can liberate NO from preformed storage forms located in the epidermal layer of the skin,Citation110 possibly leading to alterations in tissue levels during periods of reduced light exposure.Citation111 Exposure to UV light also drives the synthesis and release of α-melanocyte stimulating hormone (α-MSH), which in turn acts as an anti-inflammatory agent in part by curtailing NO and peroxynitrite production from inducible NOS.Citation112,Citation113 In patients with COPD, measurements of exhaled NO have been used as a surrogate for exacerbations given its importance in the inflammatory process.Citation114 It has been shown that exhaled NO levels are raised during winter months, suggesting a degree of active inflammation.Citation115 This could reflect inter-current viral infection or additionally represent the impact of low α-MSH in response to low UV levels as there are no specific trials looking at this response.

Pathogens

About 50%–70% of COPD exacerbations are triggered by either bacterial or viral infections that stimulate an inflammatory response.Citation116Citation120 Many of these infectious agents have also been found to have a seasonal variation in their infection rates. Certain viruses, including respiratory syncytial virus, HRVs, and influenza A and B, along with bacteria like Mycoplasma pneumoniae have peaks of incidence in the winter months.Citation25 The reason for these peaks in infection may relate to both environmental and host factors.

As alluded to earlier, UV radiation, temperature, and humidity have been highlighted as key to viral survival in the environment. For example, the relative proportion of dissolved salts in water droplets has been proposed as a cause for the influence of humidity on infection. Salt levels fall with a drop in humidity as they crystallize out of solution leading to high virion stability.Citation121 Infectious agents can also be preserved for longer in the cold, thereby increasing the opportunity for patient exposure,Citation55 and finally UV radiation inactivates viruses by chemically modifying their genetic material.Citation122 The relative importance of the pathogen versus environmental factors can be seen in a longitudinal study of influenza-related mortality in Chinese cities that covered both temperate and tropical climates.Citation123 In this 6-year study, overall death rates and influenza-related fatalities were compared between three northern, temperate cities and five southern, tropical ones. In both the regions, there was a seasonal variation in mortality, but it only corresponded with influenza rates in the cooler northern cities, suggesting that weather and temperature were necessary to create seasonal viral variation rather than a property of the pathogen itself.Citation123

Many of the host factors that influence exacerbation rates do so by contributing to the ability of the individual to deal with an infectious challenge. Additional factors that relate to respiratory pathogens include the effect of cold on the nasal epithelium, with cooling, reducing blood flow, and impacting on local immune defenses, including phagocytosisCitation124,Citation125 and mucocililary clearance.Citation126 Adenoviruses and corona viruses have similar infection rates throughout the year, suggesting that there is a difference in the reason for susceptibility to infection depending on the infectious agent. Co-infection may account for some of these. Non-typeable Haemophilus influenzae is known to influence the severity of the inflammatory response and the clinical consequence in patients who are co-infected with viruses such as HRV.Citation119,Citation127 It is conceivable, therefore, that many of the seasonal effects we observe in respiratory diseases require the presence of multiple pathogens in the same individual.

Additional research correlating extensive meteorological data including humidity levels and temperature with specific infectious agents in COPD exacerbation might prove helpful in public health strategy.Citation129,Citation130 Health care services would be better prepared for outbreaks of certain infections if they were found to have predictable patterns in patients with COPD. HRV infections have recently been shown to rise following a fall in average air temperature over the preceding 3 days, suggesting a marker to predict surges in health care demand.Citation131 Public health services do retrospectively monitor for viral infection patterns. Public Health England data from the most recent respiratory virus surveillance in the UK shows that there are yearly seasonal spikes in infection rates that do correspond to winter months.Citation128 However, those rates vary on a yearly basis in a manner that does not reflect a linear relationship to temperature alone, highlighting the complex interactions taking place between the individual host, the infectious agent, and the environment.

Conclusion

Seasonality in COPD exacerbation rates clearly has a major impact on both the individual patient and the wider health care system (summarized in ). Overall, winter excess mortality rates fell in the UK in the last 20 years before the millennium.Citation132 However, winter pressures in UK hospitals have significantly increased, stimulating the need for models of prediction and prevention. Therefore, a greater understanding of factors influencing COPD exacerbations during the winter could aid long-term planning strategies.

Figure 1 Abridged pictorial representation of factors contributing to seasonal variations in COPD exacerbations.

Abbreviations: UV, ultraviolet; Vit D, vitamin D; IL, interleukin; TNF, tumor necrosis factor.
Figure 1 Abridged pictorial representation of factors contributing to seasonal variations in COPD exacerbations.

As outlined in this review, seasonal changes are multi-factorial and require research that looks at the issue in its entirety. First, the fundamental biology of the patient in response to seasonality needs to be better understood in order to offer prevention and treatment options. With greater comprehension of the mechanistic events that drive seasonal variations, new targets and avenues for therapeutic intervention could be identified.

In addition, research should be undertaken with a clear knowledge of the changing environmental conditions that patients experience. It is interesting to speculate as to how climate change will impact on these external factors, such as temperature, humidity, pollution levels, and local pathogen rates. In this study, we have discussed the factors separately although they are all clearly interconnected; importantly, with growing climate extremes, there is a risk that this will impact on seasonal variations in exacerbations rates. Given that patients cannot be readily relocated to milder climates during winter weather conditions, it is important to understand how all these factors have an impact together and where any interventions can be targeted. Therefore, large multicenter longitudinal studies are required to provide a research context for health care modeling in order to prioritize limited resources and importantly to offer new opportunities to limit risk-associated exposures for this vulnerable and sizeable patient group.

Disclosure

The authors report no conflicts of interest in this work.

References

  • DopicoXCEvangelouMFerreiraRCWidespread seasonal gene expression reveals annual differences in human immunity and physiologyNat Commun20156700025965853
  • DowellSFSeasonal variation in host susceptibility and cycles of certain infectious diseasesEmerg Infect Dis20017336937411384511
  • PellJPCobbeSMSeasonal variations in coronary heart diseaseQJM1999921268969610581331
  • ScholtissekBZahnSMaierJImmunostimulatory endogenous nucleic acids drive the lesional inflammation in cutaneous lupus erythematosusJ Invest Dermatol201713771484149228351661
  • IikuniNNakajimaAInoueEWhat’s in season for rheumatoid arthritis patients? Seasonal fluctuations in disease activityRheumatology (Oxford)200746584684817264092
  • RiceSACarpenterMFityanALimited exposure to ambient ultraviolet radiation and 25-hydroxyvitamin D levels: a systematic reviewBr J Dermatol2015172365266125646772
  • YoneshiroTMatsushitaMNakaeSBrown adipose tissue is involved in the seasonal variation of cold-induced thermogenesis in humansAm J Physiol Regul Integr Comp Physiol2016 Epub330
  • OwensNMcGorryPDSeasonality of symptom onset in first-episode schizophreniaPsychol Med200333116316712537047
  • JenkinsCRCelliBAndersonJASeasonality and determinants of moderate and severe COPD exacerbations in the TORCH studyEur Respir J2012391384521737561
  • WilliamsNPCoombsNAJohnsonMJSeasonality, risk factors and burden of community-acquired pneumonia in COPD patients: a population database study using linked health care recordsInt J Chron Obstruct Pulmon Dis20171231332228176888
  • MiravitllesMAnzuetoALegnaniDForstmeierLFargelMPatient’s perception of exacerbations of COPD – the PERCEIVE studyRespir Med2007101345346016938447
  • PuhanMASiebelingLFreiAZollerMBischoff-FerrariHTer RietGNo association of 25-hydroxyvitamin D with exacerbations in primary care patients with COPDChest20141451374324008868
  • Global Initiative for Chronic Obstructive Lung DiseasePocket Guide to COPD Diagnosis, Management, and Prevention. A Guide for Health Care Professionals2017 ed2016 Available from: https://goldcopd.org/wp-content/uploads/2016/12/wms-GOLD-2017-Pocket-Guide.pdfAccessed March 19, 2018
  • WiseRACalverleyPMACarterKClerisme-BeatyEMetzdorfNAnzuetoASeasonal variations in exacerbations and deaths in patients with COPD during the TIOSPIR((R)) trialInt J Chron Obstruct Pulmon Dis20181360561629497289
  • McCarthyHJacksonMCorcoranMColonisation of Irish patients with chronic obstructive pulmonary disease by Streptococcus pneumoniae and analysis of the pneumococcal vaccine coverage: a non-interventional, observational, prospective cohort studyBMJ Open201777e013944
  • WilkinsonTMAArisEBourneSA prospective, observational cohort study of the seasonal dynamics of airway pathogens in the aetiology of exacerbations in COPDThorax2017721091992728432209
  • Brzezinska-PawlowskaOERydzewskaADŁuczyńskaMMajkowska-WojciechowskaBKowalskiMLMakowskaJSEnvironmental factors affecting seasonality of ambulance emergency service visits for exacerbations of asthma and COPDJ Asthma201653213914526369434
  • AlmagroPHernandezCMartinez-CamborPTresserrasREscarrabillJSeasonality, ambient temperatures and hospitalizations for acute exacerbation of COPD: a population-based study in a metropolitan areaInt J Chron Obstruct Pulmon Dis20151089990826056439
  • RabeKFFabbriLMVogelmeierCSeasonal distribution of COPD exacerbations in the Prevention of Exacerbations with Tiotropium in COPD trialChest2013143371171923188489
  • HanMKQuibreraPMCarrettaEEFrequency of exacerbations in patients with chronic obstructive pulmonary disease: an analysis of the SPIROMICS cohortLancet Respir Med20175861962628668356
  • HurstJRAnzuetoAVestboJSusceptibility to exacerbation in COPDLancet Respir Med201759e2928853400
  • VilkmanSKeistinenTTuuponenTKiveläSLSeasonal variation in hospital admissions for chronic obstructive pulmonary disease in FinlandArctic Med Res19965541821869115544
  • BrimsFJAsiimweAAndrewsNPWeekend admission and mortality from acute exacerbations of chronic obstructive pulmonary disease in winterClin Med2011114334339
  • MapelDWDedrickDDavisKTrends and cardiovascular co-morbidities of COPD patients in the Veterans Administration Medical System. 1991–1999COPD200521354117136959
  • DonaldsonGCWedzichaJAThe causes and consequences of seasonal variation in COPD exacerbationsInt J Chron Obstruct Pulmon Dis201491101111025336941
  • BeyerleinAWehweckFZieglerAGPfluegerMRespiratory infections in early life and the development of islet autoimmunity in children at increased type 1 diabetes risk: evidence from the BABYDIET studyJAMA Pediatr2013167980080723818010
  • BjornsdottirUSHolgateSTReddyPSPathways activated during human asthma exacerbation as revealed by gene expression patterns in bloodPLoS One201167e2190221779351
  • MacMurrayJPBarkerJPArmstrongJDBozzettiLPKuhnINCircannual changes in immune functionLife Sci19833220236323706341740
  • MullerHKLuggDJQuinnDCell mediated immunity in Antarctic wintering personnel; 1984–1992Immunol Cell Biol19957343163207493767
  • StevensonTJPrendergastBJPhotoperiodic time measurement and seasonal immunological plasticityFront Neuroendocrinol201537768825456046
  • FarezMFMascanfroniIDMéndez-HuergoSPMelatonin contributes to the seasonality of multiple sclerosis relapsesCell201516261338135226359987
  • BilboSDDrazenDLQuanNHeLNelsonRJShort day lengths attenuate the symptoms of infection in Siberian hamstersProc Biol Sci2002269149044745411886635
  • PrendergastBJHotchkissAKBilboSDKinseySGNelsonRJPhotoperiodic adjustments in immune function protect Siberian hamsters from lethal endotoxemiaJ Biol Rhythms2003181516212568244
  • IwasakiAFoxmanEFMolonyRDEarly local immune defences in the respiratory tractNat Rev Immunol201717172027890913
  • PrendergastBJBaillieSRDhabharFSGonadal hormone-dependent and -independent regulation of immune function by photoperiod in Siberian hamstersAm J Physiol Regul Integr Comp Physiol20082942R384R39217989142
  • PrendergastBJBilboSDNelsonRJShort day lengths enhance skin immune responses in gonadectomised Siberian hamstersJ Neuroendocrinol2005171182115720471
  • YoshimuraTYasuoSWatanabeMLight-induced hormone conversion of T4 to T3 regulates photoperiodic response of gonads in birdsNature2003426696317818114614506
  • ThapliyalJPPandhaSKThyroid-gonad relationship in spotted munia, uroloncha punctulataJ Exp Zool196515825326114327192
  • YoshimuraTThyroid hormone and seasonal regulation of reproductionFront Neuroendocrinol201334315716623660390
  • ChatterjeeSChandelASImmunomodulatory role of thyroid hormones: in vivo effect of thyroid hormones on the blastogenic response of lymphoid tissuesActa Endocrinol (Copenh)19831031951006602446
  • MascanfroniIMontesinos MdelMSusperreguySControl of dendritic cell maturation and function by triiodothyronineFASEB J20082241032104217991732
  • StevensonTJOnishiKGBradleySPPrendergastBJCell-autonomous iodothyronine deiodinase expression mediates seasonal plasticity in immune functionBrain Behav Immun201436617024145050
  • BarrettPEblingFJSchuhlerSHypothalamic thyroid hormone catabolism acts as a gatekeeper for the seasonal control of body weight and reproductionEndocrinology200714883608361717478556
  • WatanabeTYamamuraTWatanabeMHypothalamic expression of thyroid hormone-activating and -inactivating enzyme genes in relation to photorefractoriness in birds and mammalsAm J Physiol Regul Integr Comp Physiol20072921R568R57217197645
  • NelsonRJSeasonal immune function and sickness responsesTrends Immunol200425418719215039045
  • ConlonKCRajkovichNBWhite-NewsomeJLLarsenLNeillaMSOPreventing cold-related morbidity and mortality in a changing climateMaturitas201169319720221592693
  • OsmanLMAyresJGGardenCReglitzKLyonJDouglasJGHome warmth and health status of COPD patientsEur J Public Health200818439940518367496
  • WilkinsonPPattendenSArmstrongBVulnerability to winter mortality in elderly people in Britain: population based studyBMJ2004329746764715315961
  • HuangFZhaoAChenRJKanHDKuangXYAmbient temperature and outpatient visits for acute exacerbation of chronic bronchitis in Shanghai: a time series analysisBiomed Environ Sci2015281767925566865
  • The Eurowinter GroupCold exposure and winter mortality from ischaemic heart disease, cerebrovascular disease, respiratory disease, and all causes in warm and cold regions of EuropeLancet19973499062134113469149695
  • Howden-ChapmanPPierseNNichollsSEffects of improved home heating on asthma in community dwelling children: randomised controlled trialBMJ2008337a141118812366
  • McAllisterDAMorlingJRFischbacherCMMacNeeWWildSHSocioeconomic deprivation increases the effect of winter on admissions to hospital with COPD: retrospective analysis of 10 years of national hospitalisation dataPrim Care Respir J201322329629923820514
  • ThomsonHPetticrewMMorrisonDHealth effects of housing improvement: systematic review of intervention studiesBMJ2001323730618719011473906
  • WankaERBayerstadlerAHeumannCNowakDJörresRAFischerRWeather and air pollutants have an impact on patients with respiratory diseases and breathing difficulties in Munich, GermanyInt J Biometeorol201458224926224091656
  • LowenACSteelJRoles of humidity and temperature in shaping influenza seasonalityJ Virol201488147692769524789791
  • TameriusJDShamanJAlonsoWJEnvironmental predictors of seasonal influenza epidemics across temperate and tropical climatesPLoS Pathog201393e100319423505366
  • ShamanJKohnMAbsolute humidity modulates influenza survival, transmission, and seasonalityProc Natl Acad Sci U S A200910693243324819204283
  • LowenACMubareekaSSteelJPalesePInfluenza virus transmission is dependent on relative humidity and temperaturePLoS Pathog20073101470147617953482
  • ShamanJPitzerVEViboudCGrenfellBTLipsitchMAbsolute humidity and the seasonal onset of influenza in the continental United StatesPLoS Biol201082e100031620186267
  • DeyleERMaherMCHernandezRDBasuSSugiharaGGlobal environmental drivers of influenzaProc Natl Acad Sci U S A201611346130811308627799563
  • Pruss-UstunAWolfJCorvalánCNevilleTBosRNeiraMDiseases due to unhealthy environments: an updated estimate of the global burden of disease attributable to environmental determinants of healthJ Public Health (Oxf)201739346447527621336
  • KoFWHuiDSAir pollution and chronic obstructive pulmonary diseaseRespirology201217339540122142380
  • GaudermanWJAvolEGillilandFThe effect of air pollution on lung development from 10 to 18 years of ageN Engl J Med2004351111057106715356303
  • SchikowskiTSugiriDRanftULong-term air pollution exposure and living close to busy roads are associated with COPD in womenRespir Res2005615216372913
  • SchikowskiTRanftUSugiriDDecline in air pollution and change in prevalence in respiratory symptoms and chronic obstructive pulmonary disease in elderly womenRespir Res20101111320727210
  • Pujades-RodriguezMMcKeeverTLewisSWhyattDBrittonJVennAEffect of traffic pollution on respiratory and allergic disease in adults: cross-sectional and longitudinal analysesBMC Pulm Med200994219703291
  • AndersonHRSpixCMedinaSAir pollution and daily admissions for chronic obstructive pulmonary disease in 6 European cities: results from the APHEA projectEur Respir J1997105106410719163648
  • ZanobettiASchwartzJDockeryDWAirborne particles are a risk factor for hospital admissions for heart and lung diseaseEnviron Health Perspect2000108111071107711102299
  • DominiciFPengRDBellMLFine particulate air pollution and hospital admission for cardiovascular and respiratory diseasesJAMA2006295101127113416522832
  • SauerzapfVJonesAPCrossJEnvironmental factors and hospitalisation for chronic obstructive pulmonary disease in a rural county of EnglandJ Epidemiol Community Health200963432432819208692
  • PengRDDominiciFPastor-BarriusoRZegerSLSametJMSeasonal analyses of air pollution and mortality in 100 US citiesAm J Epidemiol2005161658559415746475
  • ChenRPengRDMengXZhouZChenBKanHSeasonal variation in the acute effect of particulate air pollution on mortality in the China Air Pollution and Health Effects Study (CAPES)Sci Total Environ2013450–451259265
  • EditorialThe Tuberculosis problemBritish Journal Tuberculosis19071114
  • LiuPTStengerSLiHToll-like receptor triggering of a vitamin D-mediated human antimicrobial responseScience200631157681770177316497887
  • KripkeMLAntigenicity of murine skin tumors induced by ultraviolet lightJ Natl Cancer Inst1974535133313364139281
  • KripkeMLFisherMSImmunologic parameters of ultraviolet carcinogenesisJ Natl Cancer Inst19765712112151003502
  • HartPHGormanSFinlay-JonesJJModulation of the immune system by UV radiation: more than just the effects of vitamin D?Nat Rev Immunol201111958459621852793
  • EngelsenOThe relationship between ultraviolet radiation exposure and vitamin D statusNutrients20102548249522254036
  • RhodesLEWebbARFraserHIRecommended summer sunlight exposure levels can produce sufficient (> or =20 ng ml(-1)) but not the proposed optimal (> or =32 ng ml(-1)) 25(OH)D levels at UK latitudesJ Invest Dermatol201013051411141820072137
  • EstupiñánJGRamanSCrescentiGHStreicherJJBarnardWFEffects of clouds and haze on UV-B radiationJ Geophys Res1996101D111680716816
  • SabburgJWongJThe effects of clouds on enhancing UVB irradiance at the Earth’s surface: a one year studyGeophys Res Lett2000272033373340
  • McGuinnessAJSapeyEOxidative stress in COPD: sources, markers, and potential mechanismsJ Clin Med201762E2128212273
  • NorvalMThe effect of ultraviolet radiation on human viral infectionsPhotochem Photobiol20068261495150417017847
  • HolickMFEvolution and function of vitamin D. Recent resultsCancer Res2003164328
  • KokturkNBahaAOhYMJuJYJonesPWVitamin D deficiency: what does it mean for chronic obstructive pulmonary disease (COPD)? A comprehensive review for pulmonologistsClin Respir J201612382397
  • RouxCBischoff-FerrariHAPapapoulosSEde PappAEWestJABouillonRNew insights into the role of vitamin D and calcium in osteoporosis management: an expert roundtable discussionCurr Med Res Opin20082451363137018387220
  • HewisonMAntibacterial effects of vitamin DNat Rev Endocrinol20117633734521263449
  • van der AarAMSibiryakDSBakdashGVitamin D3 targets epidermal and dermal dendritic cells for induction of distinct regulatory T cellsJ Allergy Clin Immunol2011127615321540e721497886
  • BaekeFKorfHOverberghLHuman T lymphocytes are direct targets of 1,25-dihydroxyvitamin D3 in the immune systemJ Steroid Biochem Mol Biol20101211–222122720302932
  • BaekeFTakiishiTKorfHGysemansCMathieuCVitamin D: modulator of the immune systemCurr Opin Pharmacol201010448249620427238
  • KunduRChainBMCoussensAKKhooBNoursadeghiMRegulation of CYP27B1 and CYP24A1 hydroxylases limits cell-autonomous activation of vitamin D in dendritic cellsEur J Immunol20144461781179024643654
  • AutierPBoniolMPizotCMulliePVitamin D status and ill health: a systematic reviewLancet Diabetes Endocrinol201421768924622671
  • XystrakisEKusumakarSBoswellSReversing the defective induction of IL-10-secreting regulatory T cells in glucocorticoid-resistant asthma patientsJ Clin Invest2006116114615516341266
  • MajakPOlszowiec-ChlebnaMSmejdaKStelmachIVitamin D supplementation in children may prevent asthma exacerbation triggered by acute respiratory infectionJ Allergy Clin Immunol201112751294129621315433
  • YamshchikovAVDesaiNSBlumbergHMZieglerTRTangprichaVVitamin D for treatment and prevention of infectious diseases: a systematic review of randomized controlled trialsEndocr Pract200915543844919491064
  • JolliffeDAGreenbergLHooperRLVitamin D supplementation to prevent asthma exacerbations: a systematic review and meta-analysis of individual participant dataLancet Respir Med201751188189028986128
  • MartineauARJolliffeDAGreenbergLVitamin D supplementation to prevent acute respiratory tract infections: systematic review and meta-analysis of individual participant dataBMJ2017356i658328202713
  • MartineauARTimmsPMBothamleyGHHigh-dose vitamin D(3) during intensive-phase antimicrobial treatment of pulmonary tuberculosis: a double-blind randomised controlled trialLancet2011377976124225021215445
  • AutierPBoniolMPizotCMulliePVitamin D status and ill health – author’s replyLancet Diabetes Endocrinol20142427527624703043
  • RafiqRPrinsHJBoersmaWGEffects of daily vitamin D supplementation on respiratory muscle strength and physical performance in vitamin D-deficient COPD patients: a pilot trialInt J Chron Obstruct Pulmon Dis2017122583259228894361
  • QuintJKDonaldsonGCWassefNHurstJRThomasMWedzichaJA25-Hydroxyvitamin D deficiency, exacerbation frequency and human rhinovirus exacerbations in chronic obstructive pulmonary diseaseBMC Pulm Med2012122822726649
  • KunisakiKMNiewoehnerDEConnettJECOPD Clinical Research NetworkVitamin D levels and risk of acute exacerbations of chronic obstructive pulmonary disease: a prospective cohort studyAm J Respir Crit Care Med2012185328629022077070
  • MartineauARJamesWYHooperRLVitamin D3 supplementation in patients with chronic obstructive pulmonary disease (ViDiCO): a multicentre, double-blind, randomised controlled trialLancet Respir Med20153212013025476069
  • LehouckAMathieuCCarremansCHigh doses of vitamin D to reduce exacerbations in chronic obstructive pulmonary disease: a randomized trialAnn Intern Med2012156210511422250141
  • RafiqRAlevaFESchrumpfJAPrevention of exacerbations in patients with COPD and vitamin D deficiency through vitamin D supplementation (PRECOVID): a study protocolBMC Pulm Med20151510626399451
  • FohnerAEWangZYrachetaJGenetics, diet, and season are associated with serum 25-hydroxycholecalciferol concentration in a Yup’ik study population from Southwestern AlaskaJ Nutr2016146231832526661839
  • BernsteinSZambellKAmarMJDietary intake patterns are consistent across seasons in a cohort of healthy adults in a metropolitan populationJ Acad Nutr Diet20161161384526376961
  • FeelischMGormanSWellerRBVitamin D status and ill healthLancet Diabetes Endocrinol201424e8
  • LundbergJOWeitzbergEGladwinMTThe nitrate-nitrite-nitric oxide pathway in physiology and therapeuticsNat Rev Drug Discov20087215616718167491
  • LiuDFernandezBOHamiltonAUVA irradiation of human skin vasodilates arterial vasculature and lowers blood pressure independently of nitric oxide synthaseJ Invest Dermatol201413471839184624445737
  • FeelischMKolb-BachofenVLiuDIs sunlight good for our heart?Eur Heart J20103191041104520215123
  • RajoraNCerianiGCataniaAStarRAMurphyMTLiptonJMAlpha-MSH production, receptors, and influence on neopterin in a human monocyte/macrophage cell lineJ Leukoc Biol19965922482538603997
  • LugerTAScholzenTGrabbeSThe role of alpha-melanocyte-stimulating hormone in cutaneous biologyJ Investig Dermatol Symp Proc1997218793
  • HogmanMExtended NO analysis in health and diseaseJ Breath Res2012404710322677778
  • BhowmikASeemungalTADonaldsonGCWedzichaJAEffects of exacerbations and seasonality on exhaled nitric oxide in COPDEur Respir J20052661009101516319329
  • SethiSEvansNGrantBJMurphyTFNew strains of bacteria and exacerbations of chronic obstructive pulmonary diseaseN Engl J Med2002347746547112181400
  • SethiSMurphyTFInfection in the pathogenesis and course of chronic obstructive pulmonary diseaseN Engl J Med2008359222355236519038881
  • SeemungalTHarper-OwenRBhowmikARespiratory viruses, symptoms, and inflammatory markers in acute exacerbations and stable chronic obstructive pulmonary diseaseAm J Respir Crit Care Med200116491618162311719299
  • WilkinsonTMHurstJRPereraWRWilksMDonaldsonGCWedzichaAEffect of interactions between lower airway bacterial and rhinoviral infection in exacerbations of COPDChest2006129231732416478847
  • SapeyEStockleyRACOPD exacerbations. 2: aetiologyThorax200661325025816517585
  • YangWElankumaranSMarrLCRelationship between humidity and influenza A viability in droplets and implications for influenza’s seasonalityPLoS One2012710e4678923056454
  • LytleCDSagripantiJLPredicted inactivation of viruses of relevance to biodefense by solar radiationJ Virol20057922142441425216254359
  • FengLShayDKJiangYInfluenza-associated mortality in temperate and subtropical Chinese cities, 2003–2008Bull World Health Organ2012904279B288B22511824
  • EcclesRAcute cooling of the body surface and the common coldRhinology200240310911412357708
  • EcclesRAn explanation for the seasonality of acute upper respiratory tract viral infectionsActa Otolaryngol2002122218319111936911
  • SalahBDinh XuanATFouilladieuJLLockhartARegnardJNasal mucociliary transport in healthy subjects is slower when breathing dry airEur Respir J1988198528553229484
  • PapiABellettatoCMBraccioniFInfections and airway inflammation in chronic obstructive pulmonary disease severe exacerbationsAm J Respir Crit Care Med2006173101114112116484677
  • EnglandPHSurveillance of influenza and other respiratory viruses in the United Kingdom: Winter 2015 to 20162016144 Available from: https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/526405/Flu_Annual_Report_2015_2016.pdfAccessed March 3, 2018
  • MakinenTMJuvonenRJokelainenJCold temperature and low humidity are associated with increased occurrence of respiratory tract infectionsRespir Med2009103345646218977127
  • JohnsonCEcclesRAcute cooling of the feet and the onset of common cold symptomsFam Pract200522660861316286463
  • IkaheimoTMJaakkolaKJokelainenJA decrease in temperature and humidity precedes human rhinovirus infections in a cold climateViruses201689E24427598190
  • DonaldsonGCKeatingeWRMortality related to cold weather in elderly people in southeast England, 1979–94BMJ19973157115105510569366732