The adverse effects of terrestrial solar ultraviolet radiation (UVR) (~295–400 nm) on the skin are well documented, especially in the UVB region (~295–320 nm). The effects of very long-wave UVA (>380 nm) and visible radiation (≥400 nm) are much less known. Sunscreens have been beneficial in inhibiting a wide range of photodamage, however most formulations provide very little protection in the long wave UVA region (380–400 nm) and almost none from shortwave visible wavelengths (400–420 nm). We demonstrate photodamage in this region for a number of different endpoints including cell viability, DNA damage (delayed cyclobutane pyrimidine dimers), differential gene expression (for genes associated with inflammation, oxidative stress and photoageing) and induction of oxidizing species in vitro in HaCaT keratinocytes and in vivo in human volunteers. This work has implications for phototherapy and photoprotection.
Terrestrial solar radiation has long been known to induce damage to the skin. The effects of ultraviolet radiation (UVR) (particularly UVB (280–320 nm) wavelengths) are well established, however the effects of longer wavelength radiation (especially longwave UVA1 (≥380 nm) and visible light (≥400 nm)) are less studied. Visible radiation can penetrate much deeper into the skin than UVB, potentially coming into contact with a greater number of chromophores. It is also a spectral region that causes significant damage in people with photodermatoses such as erythropoietic protoporphyria (EPP) and solar urticaria. EPP is caused by an accumulation of protoporphyrin IX (λmax = 408 nm). UVA1 (340–400 nm) phototherapy is also used to treat a number of skin conditions such as atopic dermatitis, scleroderma and mycosis fungoides. Treatment for these conditions requires exposure to extremely high cumulative doses of UVA1, with some treatment regimes leading to total doses in excess of 2000 J/cm2 and individual treatment doses of up to 120 J/cm2 1,2. Despite this, photobiology and photoprotection in this region of the solar spectrum are not well studied and poorly understood.
Much of the damage that occurs by the UVA region is attributed to the induction of oxidative stress. This has also been confirmed into the visible region; with one study demonstrating a dose dependent increase in reactive oxygen species (ROS) concentration with doses of visible light equivalent to 20–90 mins of summer sun in Texas, USA3. Another in vivo study showed that ROS generated by visible light and infrared (IR) radiation account for ~50% of total ROS caused by solar UVR4. Production of ROS is significant as they can damage many cellular molecules such as proteins, DNA and lipids5,6.
Action spectra have been determined for different types of DNA damage across the UVR and visible regions. UVA1 is much more potent than visible light, but the data are limited with conflicting results7,8,9. The cyclobutane pyrimidine dimer (CPD) is an important lesion in the pathogenesis of skin cancer10. Kielbassa et al. reported an in vitro action spectrum for CPD that shows their generation up to 400 nm9. Another study by Liebel showed that CPDs, specifically thymine dimers (T <> T), were not induced by broad-spectrum visible light3. This has been further complicated by the recent demonstration of delayed or ‘dark’ CPDs, in melanocytes in vitro and pigmented mice by broad-spectrum UVA irradiation, which are formed over 4 hrs post-irradiation, and thought to be due to the chemoexcitation of chromophores such as melanin11 however this has also been reported in cells lacking melanin12. Melanin has also been shown to play a role in visible light induced DNA damage, resulting in DNA strand breaks, and oxidative pyrimidine modification in melanocytes in vitro but not in the melanin deficient (albino) equivalent13. The phototoxic potential of melanin and its consequences have also previously been described11,13,14,15,16,17.
Both ROS and DNA damage induction have been linked to the expression of a range of genes. Differential expression of mRNA has been demonstrated in human epidermal equivalents exposed to different doses of visible light, with a significant increase in IL-1α, IL-6, GM-CSF and IL-8 mRNA expression3. Matrix metalloproteinases (MMP) are thought to be important in skin photoageing18. MMP-1 and MMP-9 protein production also increased significantly in vivo in response to visible and infrared radiation combined19. However, another study found no significant change in MMP-1 protein expression in vivo after exposure to blue light20. UVR exposure of the skin has also been shown to regulate hormones and the neuroendocrine system, for example in the photoproduction of vitamin D and UV induced stimulation of β-endorphin21.
The aim of this study was to investigate the effect of exposure to wavelengths at the UV/visible border region (385–405 nm) using in vitro and in vivo human models. We investigated a range of endpoints including cell viability, oxidizing species, DNA damage (including delayed CPD) and differential gene expression. This work has consequences for UVA1 phototherapy and photoprotection, as this region is largely neglected by current sunscreen formulations.
Cell Viability Reduction In Vitro
Cell viability was measured 24 hrs post exposure using the Neutral Red and Alamar Blue methods (Fig. 1). There was a significant dose dependent reduction in cell viability with 385 and 405 nm spectra with both assays. In the case of the Neutral Red assay, there was no significant difference between the wavelengths, however 385 nm was significantly more lethal with the Alamar Blue assay.
Induction of Oxidizing Species In Vitro
For both 385 nm and 405 nm there was a significant dose dependent increase in oxidizing species formation (Fig. 2). The slopes of both sources were compared and it was shown that significantly more oxidizing species were produced with 385 nm exposure than 405 nm. The 405 nm source demonstrated good linearity but there was a trend towards a plateau.
CPD Induction In vitro
HaCaT keratinocytes were exposed to acute increasing doses (0–150 J/cm2) of each source, and CPD lesions were assessed by IHC-IF immediately post exposure (0 hrs). The 385 nm source produced a significant increase in CPD at 150 J/cm2. There was no significant increase detected at any of the doses with the 405 nm source. The results are displayed in Fig. 3.
CPD Induction In vivo Human Skin
There was an increase in CPD lesions over 2 hrs post exposure with the 385 nm source that was maintained over a 24-hr period with no evidence of repair (Fig. 4). There was a slight increase in CPD with the 405 nm source but this was only detected in two samples. The high value for the 0 hr time point with the 385 nm source is a probable single outlier.
The effect of the UV/visible border region on differential gene expression was assessed in vitro and in vivo human skin with responses compared.
Gene Expression in vitro
Doses were selected to maintain a cell viability of ≥75%. 12 hrs post exposure, total RNA was extracted from the cells as described in the Materials and Methods. The results are displayed in Fig. 5. The dose response relationship of all the genes was assessed using linear regression analysis and the difference in the slopes between 385 nm and 405 nm compared. The results of the statistical comparisons are displayed in Table 1.
In general there was a significant dose dependent upregulation in gene expression for the majority of genes tested at 385 nm and 405 nm. The 385 nm source was more efficient at inducing an upregulation of gene expression for all tested genes.
Gene expression in vivo
In vivo gene expression was measured by qPCR in skin type I-III human volunteers irradiated with an acute dose of 150 J/cm2 of 385 nm and 405 nm, with biopsies taken at 6 and 24 hrs. The details of the volunteers are listed in Materials and Methods. Many genes across all endpoints demonstrated an upregulation in response to both wavelengths. The results for individual genes are displayed in Supplementary Figure S1.
The pooled data are displayed in Fig. 6 and results of the statistical analyses described in Table 2. Genes associated with inflammation and photoageing were significantly upregulated in the treated groups, compared to unirradiated control at both 385 nm and 405 nm. There was no significant increase in genes associated with oxidative stress with either source. In general, there was no significant difference in the upregulation of genes between sources. The one exception was the photoageing genes at 24 hrs, where there was no significant increase at 24 hrs with the 405 nm source. There was however a significant increase at 6 hrs.
Terrestrial solar radiation comprises UV, visible and IR radiation wavebands. However, most photobiological studies on human skin have focussed on the UVR spectrum, with many studies concentrating on the shortwave UVB wavelengths. Scientists are beginning to realise the importance of the UVA1, visible and IR parts of the solar spectrum with a recent increase in published studies on these wavebands. One spectral region that is still largely neglected is the UV/visible border (375–415 nm). This region is of particular interest because it is currently poorly protected by many sunscreens and it is used at high doses for UVA1 phototherapy (e.g. lamps with 99.7% UVA1, λMax = 383 nm). This region is also not currently represented in standard sunscreen testing procedures for both sun protection factor (SPF) and UVA protection factor (UVA-PF), which both use a defined broad-spectrum source that has sharply decreasing output above ~365 nm. The SPF test uses solar simulated radiation (SSR) that is not representative of natural sunlight at wavelengths >365 nm and potentially overestimates the SPF by sunscreens by neglecting this part of the solar spectrum22. Exposure to this region is also responsible for the distressing cutaneous symptoms of some photosensitivity disorders such as EPP and solar urticaria, indicating the potential biological activity of this waveband in pathological states. UVA1 and visible light exposure have also been linked to the production of nitric oxide (NO) (linked to blood pressure reduction)23,24,25 and pigmentation26 (linked to signalling through skin Opsin327), however these studies focussed on broader and/or different wavebands of radiation from those used in the current study. The sources used in this study cover this neglected interest. Narrowband sources have advantages over a more broad-spectrum source because the relative contribution of each part of the spectrum can be determined. This allows for more robust conclusions pertinent to photoprotection and phototherapy.
The results obtained from Neutral Red and Alamar Blue cell viability assays informed the doses used for later studies. Both assays resulted in a significant dose dependent reduction in cell viability at both wavebands. Neutral Red showed no significant difference between the wavebands, and in both cases, doses as low as 50 J/cm2 induced statistically significant death (however doses of over 100 J/cm2 were needed to reduce viability below 75%). However, the 385 nm source was significantly more potent than the 405 nm source with the Alamar Blue assay. This may be due to how these assays measure cell viability. Briefly, Neutral Red measures cell membrane integrity whereas Alamar Blue determines reduction potential. Both spectral regions induced oxidative stress, with 385 nm >405 nm. This may lead to Alamar blue measuring a reduced cytoplasmic reduction potential rather than cell viability per se.
Generation of ROS by UVA and visible wavelengths is well-established in vitro3,28,29. The exact cellular photosensitizers remain unknown but β-carotene30, porphyrins31,32, flavins29,33,34 and melanins11,13,14,15 have all been proposed. This damage is particularly important as oxidative stress has been associated with DNA damage, leading to mutations, and protein oxidation, reducing the efficacy of DNA repair enzymes5,7,35,36.
The UVR wavelength dependence for most abundant and biologically relevant type of DNA damage, CPD, has been studied, with the non-solar UVC region causing the maximal effect in vitro, reflecting the absorption spectrum of DNA37. In practice, most CPD in the skin are caused by solar UVB38, but there are numerous reports of UVA-induced CPD, although with a lower efficiency, and many of these studies focus on the shorter end of the UVA region (<370 nm)9,39,40,41,42,43.
There are conflicting reports about CPD production by the UV/visible boundary region3,7. No CPD were detected in vitro immediately post exposure with the highest 405 nm dose (150 J/cm2) but the same dose of 385 nm resulted in a low but significant increase, with none detected at lower doses. This supports reports of a slight increase in CPD with UVA1 in AS52 Chinese hamster cells but virtually none with visible radiation (doses up to 150 kJ/m2)9. The 385 nm in vivo data provide the first evidence for ‘dark’ CPD in human skin in vivo as they increased over 2 hrs and persisted for 24 hrs. These results suggest the formation CPD by a route other than direct absorption of radiation by DNA as no CPD were detected immediately post irradiation (ignoring the single outlier)11,12. Melanin has also been shown to play a role in DNA damage caused by visible light, with strand breaks, FPG and EndoIII sensitive lesions detected13. Despite melanin acting as an excellent photoprotectant44 (particularly in darker skin types), there is evidence for its photosensitizing potential through the photogeneration of ROS45,46,47. Other sensitizers may also act in a similar way48 and multi-chromophore excitation may be involved. Melanin photosensitization could explain the results of Tewari et al., who reported increased UVA1-induced CPD with epidermal depth in human skin in vivo, (in direct contrast with the results observed with UVB (300 nm)) given that melanin concentration also increases with epidermal depth43,44. The quantitative CPD assay required the destruction of the tissue so we lack information on the localization of the lesions. It could be expected that other endogenous skin chromophores might cause CPDs through similar mechanisms12. Very unusually, there was no evidence of repair even at 24 hrs post exposure, at which time there is usually good repair with CPD induced by SSR49. There are a number of possible explanations for this. Firstly the levels of CPD are relatively low, so perhaps there is a threshold that must be reached before the DNA damage repair response is triggered. Another possible explanation is that there is so much oxidative stress induced that it damages the DNA repair enzymes and leads to a loss of function (as previously demonstrated by broadband UVA irradiation5,50) or there is a longer-term production of CPD (through photo/chemo-excitation mechanisms11,12) that masks any repair. This lack of repair suggests that there will be an accumulation of CPD with repeated lower level exposure, as has been demonstrated with repeated sub-erythemal exposure with SSR51. Here it should be noted that the exposures given in the current manuscript were sub-erythemal (manuscript in preparation). The generation of ‘dark’ CPD by longer wavelength UV/light, may have clinical significance for skin cancer even if the number of CPD is relatively low compared to UVB. The spectral dependence of “dark” CPD is unknown and its elucidation may help with the identification of chromophores. Skin cancers result from mutations in keratinocyte stem cells and melanocytes, which reside in the basal epidermis at the epidermo-dermal junction. The deeper penetration of these longer wavelengths means that CPD created by longer wavelength UVA and visible light are more likely to occur in the cells responsible for skin cancer induction. Thus, the carcinogenic potential of these longer wavelengths may be greater.
UVR has been widely implicated in differential gene and protein expression, with different spectral regions responsible for different effects. The endpoints selected were based on our previous human in vivo work52. These comprised three main categories: inflammation/immunoregulation, matrix metalloproteinases (as a marker of photoageing) and oxidative stress. Changes in gene expression were initially measured in vitro and then in vivo. The in vitro results demonstrate significant increases in many of the genes for all categories for both 385 nm and 405 nm. The exceptions were MMP-9 and PON-2. MMP-9 expression was slightly down regulated with 385 nm with no effect at 405 nm. For PON-2 there was a significant upregulation with 385 nm that was not seen with 405 nm. The difference in PON2 expression can be explained by the greater oxidative potency of 385 nm compared to 405 nm, however the difference with MMP-9 needs to be investigated further. Neither PON-2 nor MMP-9 showed any effect at 405 nm. These differences may reflect different chromophores for different genes. It is evident that both wavelengths significantly induce markers of inflammation and photoageing at a cellular level, with the upregulation of HMOX-1 corroborating with the data from the oxidizing species assay.
The in vivo human data demonstrate a much greater increase and range of responses in gene expression changes compared to the in vitro data, however the general trends are comparable and similar to UVR responses reported by previously52,53. Combining the in vitro DNA damage and photoageing results is particularly interesting as there is some debate about the trigger for the expression of MMPs. Some studies suggest it is the formation of CPDs whilst others link this to oxidative stress, but this may vary with different MMP19,53,54,55. The doses used in the gene expression studies induced no/few measurable CPDs with 405 nm but significantly increased MMP mRNA; suggesting independence from CPD, but related to oxidative damage. The different time courses of MMP expression observed in vivo with UVB/broadband UVA or the visible border region may be due to MMP expressed via one of these two possible mechanisms3,53,54. There was no significant change in genes linked to oxidative stress (despite the increase in ROS detected in vitro), matching the previous studies by Tewari et al.52, but the in vitro gene expression experiments showed more significant changes. This suggests better anti-oxidant defence mechanisms in vivo.
Gene expression responses in vitro and in vivo were compared to justify the use of the in vitro model (Supplementary Figure S2), as there are concerns with the use of HaCaT keratinocytes with a p53 mutation56 (a protein important in cell cycle and repair). In general, there was no significant difference in the magnitude of the responses of the genes after irradiation with either 385 nm or 405 nm between in vitro and in vivo experiments. The only exception was with MMP-1 induction with both 385 nm and 405 nm, where MMP-1 was significantly more upregulated in vivo compared to in vitro, although the trends were same. These results validate the use of the in vitro HaCaT keratinocyte model for gene expression studies, as overall there is an excellent correlation between the in vitro model and the in vivo response. A significant benefit of this work is the same sources and experimental conditions were shared between in vitro and in vivo studies – this is not the case in many comparisons.
The highest doses used in this study are slightly higher than would be possible to receive in a full day’s exposure to the sun in a tropical environment, although many of the effects were observed at lower doses that would be possible57. The doses are particularly relevant to UVA1 phototherapy that uses high dose (>60 J/cm2) exposure to a source peaking in the UVA1 waveband at 383 nm several times a week (3–5 sessions) for many weeks (typically 10 weeks). This can lead to extremely high cumulative doses and there is little known about the long-term safety of this treatment58. This study only used a single exposure and found significant damage, so the effect of repeated exposures needs to be investigated.
In conclusion, the data demonstrate that the UV/visible boundary wavelengths cause significant biologically relevant damage in vitro and in vivo, including dark CPD formation. This damage is most likely caused by oxidative stress generated by chromophores in the skin such as protoporphyrin IX, β-carotene and melanins that absorb strongly in this region, although this would require further investigation. These effects have implications for the possible need to extend photoprotection in the normal population to longer wavelengths, and for UVA1 phototherapy. They raise the need for photoprotection in this region and the inclusion of wavelengths longer than 380 nm in sunscreen testing protocols.
Materials and Methods
The radiation sources used were Loctite LED flood array systems with peak outputs at 385 and 405 nm (Loctite, Henkel Ltd, UK). Each array has an irradiation surface of 97 mm × 96 mm consisting of 144 LED. The spectral irradiances of both sources are shown in Fig. 7. Spectra were measured using a DM120BC double-monochromator spectroradiometer (Bentham Instruments, Reading, UK) using an integration sphere, calibrated by the Centre for Radiation, Chemical and Environmental Hazards (CRCE), Public Health England (PHE) against a UK national standard. Irradiance of the sources was routinely measured with a Loctite UVA/Vis radiometer (Loctite, Henkel Ltd, UK). Typical irradiances were 74 mW/cm2 for the 385 nm source and 260 mW/cm2 for the 405 nm sources, with irradiation times for the highest dose of 150 J/cm2 of 34 minutes and 9.5 minutes respectively. Solar simulated radiation (SSR) was used as a positive control in some assays and the source used has been described previously59.
The immortalised human keratinocyte cell line HaCaT was purchased from ATCC (Manassas, Virginia, USA) and cultured in 48 well plates in Dulbecco’s modified Eagle’s medium (DMEM; Invitrogen, Paisley, UK), supplemented with 10% (v/v) foetal calf serum (FCS), 100 U/ml penicillin and 100 μg/ml streptomycin (Invitrogen Paisley, UK). Cells were incubated in a humidified atmosphere (5% CO2 at 37 °C).
Ethical approval & volunteer recruitment
The in vivo study was approved by the National Research Ethics Service City and East (Ref: 13/LO/0380) and the Guy’s and St Thomas’ NHS Foundation Trust Research and Development department (Ref: RJ115/N205) and conducted in accordance with the Declaration of Helsinki Principles. All volunteers gave written informed consent. Volunteers of skin types I-III were recruited with details described in Table 3.
Punch biopsies (4 mm diameter) were taken under local anaesthetic from the centre of each treated site at different time points (0–24 hrs) post exposure. An adjacent non-exposed site was also biopsied. Biopsies were divided into two halves. Biopsies for DNA damage analysis were immediately snap frozen in liquid nitrogen and stored at −80 °C until transport on dry ice to Grenoble, France where they were stored at −80 °C until analysis. Biopsies for gene expression were placed in RNA later and stored at −80 °C until extraction.
All assays were performed on HaCat cells grown as a 70–80% confluent monolayer in multiwell plates. Cells were were washed three times in phosphate buffered saline (PBS) (Invitrogen, Paisley, UK). The cells were then irradiated with either 385 nm or 405 nm radiation (0–150 J/cm2) as a single expsoure. Doses were selected based on those that are environmentally relevant and used for phototherapy, as well as refelecting the literature. Temperature was controlled with a cooling platform. After irradiation, PBS was removed and replaced with media or processed immediately depending on the experimental design.
1 cm2 irradiation sites on the upper sun-protected buttocks of healthy volunteers were exposed to a dose of 150 J/cm2 of 385 nm or 405 nm light (as a single exposure) from a distance of 15 cm from the source. An adjacent site was left unexposed for the control biopsy. A fan was used to cool irradiation sites to ensure the skin did not overheat.
Neutral red assay
Cell viability was measured 24 hrs post-irradiation using the Neutral Red uptake assay. Neutral Red solution (4 μg/ml in growth medium) (Sigma, Gillingham, UK) was added to the cells and incubated at 37 °C, 5% CO2 for 2 hrs. Cells were washed three times in PBS and the destain solution (50% v/v ethanol, 49% v/v ddH2O, 1% v/v glacial acetic acid) was added. Optical density was measured at 540 nm using a Spectra Max 384 Plus spectrophotometer (Molecular Devices, Sunnyvale, California, USA).
Alamar blue assay
Alamar Blue solution (1/10th of total growth medium volume) (ThermoFisher, Waltham, Massachusetts, USA) was added to the cells which were incubated at 37 °C, 5% CO2 for 4 hrs and protected from light. The excitation/emission = 540–570/580–610 nm was used to measure fluorescence using a Spectra Max 384 Plus spectrophotometer. Each condition was tested in triplicate and the average calculated.
Measurement of oxidizing species
Levels of ROS were assessed using the probe carboxy-H2DCFDA. It is however accepted that other species may also oxidize this probe to its fluorescent product and this must be considered and hence the term oxidizing species is used60. Cells were treated and immediately incubated with 10 μM carboxy-H2DCFDA (Invitrogen, Paisley, UK) in PBS for 30 mins in the dark at 37 °C, 5% CO2. Cells were washed in PBS, trypsinised for 10 mins at 37 °C, centrifuged at 1200 rpm for 5 mins at room temperature and then resuspended in PBS and counterstained with 4’,6-diamidino-2-phenylindole (DAPI) for analysis by fluorescence activated cell sorting (FACS) using a Becton Dickinson FACSAria II (Becton Dickinson, Franklin Lakes, New Jersey, USA). Cells were gated to only analyse live cells (DAPI negative) and the average mean green intensity per condition was then plotted from at least 10,000 measured events. Analysis was carried out using FlowJo 8.7 software (Flowjo LLC, Ashland, Oregon, USA).
Immunocytochemistry – imunnofluorscence (IHC-IF) for CPD
Cells were treated and immediately washed, then fixed in 2% (v/v) paraformaldehyde with 0.5% (v/v) Triton X-100 in PBS for 30 mins at 4 °C. DNA was then denatured by incubation in 2 M HCl for 10 mins at 37 °C. Non-specific sites were blocked using blocking buffer of 20% (v/v) goat serum and 0.1% (v/v) triton x-100 in PBS for 30 mins at room temperature. Anti-CPD antibody (Clone TDM-2 which recognizes TT, TC, CT and CC CPD lesions) (Cosmobio, Tokyo, Japan) was added at 1:1000 in blocking buffer for 1 hr at room temperature. Alexa Fluor® 488 was diluted in blocking buffer (1:200 dilution) and incubated for 1 hr at room temperature and finally DAPI was added for 10 mins. Washing was carried out with PBS (3 × 5 mins) between each step. Image capture of cells was carried out using a Ziess Axio-Observer Z1 Microscope (Carl Zeiss, Cambridge,U.K.) with AxioVision V.4.8 software (Carl Zeiss). Image analysis was carried out using Cell Profiler v.2.1.1 (Broad Institute, Cambridge, MA, U.S.A.), gating around the nucleus of each cell and the relative mean green intensity (CPD staining) of each nucleus was measured (~150 nuclei measured per condition). The mean of the nine pictures was determined and used as the end point.
HPLC tandem mass spectrometry (HPLC-MS/MS)
DNA damage in vivo was assessed at 0, 2, 4, 6 and 24 hrs post-exposure by HPLC-MS/MS as previously described61. Results were expressed as the number of bipyrimidine photoproducts/106 normal bases. The analysis was for thymine dimers (TT) because they are the most frequent CPD. HPLC-MS/MS was only used for in vivo samples, as it is the most sensitive method available and gave the greatest chance of detecting lesions in the best available model.
RNA extraction and qRT-PCR
RNA was extracted using the mirVana miRNA Isolation kit (Life Technologies, Paisley, UK) RNA was reversely transcribed to cDNA using the High Capacity cDNA Reverse Transcription Kit (Applied Biosystems, Paisley, UK) as previously described59. qPCR was performed using TaqMan Gene Expression Assays (Applied Biosystems, Massachusetts, USA) according to the manufacturer’s protocols. GAPDH was used as the housekeeping gene. Gene fold change was measured using the ΔΔCT method62. Gene selection was based on previous in vivo human studies52 and the literature.
For in vivo data, many genes showed a large fold change, but when tested statistically this was not significantly different from the non-irradiated controls The normality of the pooled data was tested and it was found that data were not normally distributed when assessed by the D’Agostino and Pearson test (p < 0.0001) so the data were logged to normalise the data before further analysis63. Genes with similar end points were pooled (for inflammation, photoageing and oxidative stress), and two-way ANOVA was performed. This approach led to more robust data.
All data are expressed as the mean ± standard deviation (SD) where n ≥3. Statistical analyses were carried out using Graphpad Prism 6.0 (Graphpad Software, San Diego, CA) and were evaluated using the student’s t-test, ANOVA, linear and non-linear regression. Significance limits were set as: *=p ≤ 0.05, **=p ≤ 0.001, ***=p ≤ 0.0001.
Data availability statement
All data generated or analysed during this study are included in this published article (and its Supplementary Information files).
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The authors would like to thank Dr. Mieran Sethi and Dr. Wisam Alwan for clinical support and all the volunteers for taking part. This study was supported by the National Institute for Health Research (NIHR) Clinical Research Facility at Guy’s & St. Thomas’ NHS Foundation Trust and NIHR Biomedical Research Centre based at Guy’s and St. Thomas’ NHS Foundation Trust and King’s College London. The views expressed are those of the author(s) and not necessarily those of the NHS, the NIHR or the Department of Health.
B.H. and S.A. are employees of BASF GmbH who funded this research. BASF GmbH funded K.P.L. Studentship. A.R.Y., T.D. and R.P.E.S. declare no potential conflicts of interest.
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Lawrence, K.P., Douki, T., Sarkany, R.P.E. et al. The UV/Visible Radiation Boundary Region (385–405 nm) Damages Skin Cells and Induces “dark” Cyclobutane Pyrimidine Dimers in Human Skin in vivo. Sci Rep 8, 12722 (2018). https://doi.org/10.1038/s41598-018-30738-6
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