Abstract
Ultraviolet irradiation induces melanin accumulation, which can be reduced by the use of chemical whitening products. However, the associated safety concerns of such products have prompted the search for natural and harmless alternatives. This study aimed to identify a natural acidic formulation to reduce skin pigmentation. The metabolite propionic acid (CH3CH2COOH, PA) was the most abundant fatty acid in the filtrate from Pluronic F68 (PF68) fermentation of Cutibacterium acnes (C. acnes) and reduced the DOPA-positive melanocytes by significantly inhibiting cellular tyrosinase activity via binding to the free fatty acid receptor 2 (FFAR2). Moreover, 4 mM PA treatment did not alter melanocyte proliferation, indicating that it is an effective solution for hyperpigmentation, causing no cellular damage. The reduced DOPA-positive melanocytes and tyrosinase activity were also observed in mice ear skin tissue injected with a mixture of C. acnes and PF68, supporting that the inhibition of melanogenesis is likely to be mediated through fermentation metabolites from C. acnes fermentation using PF68 as a carbon source. Additionally, PA did not affect the growth of its parent bacteria C. acnes, hence is a potent fermentation metabolite that does not disrupt the balance of the skin microbiome.
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Introduction
Skin acts as an interface between the human body and the external environment providing defense against pathogens, physical and ultraviolet damage1. If human skin is over exposed to ultraviolet radiation (UVR) that influences the function and survival of many cell types, inducing skin inflammation, which can lead to cancer2,3. UV-induced DNA damage activates cellular repair signals to produce melanin in melanocytes, resulting in skin pigmentation4,5. The healthy human skin surface is colonized by a diverse milieu of microorganisms, many of which are harmless as commensals or opportunistic pathogens6,7. Probiotics are common examples of bacteriotherapy with the potential for photoprotection by slowing the signs of aging skin and mitigating the effects of UV-induced skin inflammation3,8,9. For example, probiotic lactic acid bacteria notably prevents UV-induced inflammatory, allergic reactions, and immunosuppression in the skin10. Moreover, the ability of Cutibacterium acnes (C. acnes), a predominant bacterium in the skin microbiome, to produce porphyrin in response to UVR makes it a major biomarker owing to its role in protecting and preventing disequilibrium2,11,12, hence it is of practical interest13. Studies revealed that galactomyces ferment filtrate (GFF) reduced melanin in human melanoma cells, thereby reducing skin pigmentation14. Free fatty acids (FFA) have remarkable regulatory effects on melanogenesis and suppressed tyrosinase activity in cultured B16F10 murine melanoma cells15. Most treatment options for hyperpigmentation block the conversion of tyrosine to melanin, acting as a tyrosinase inhibitor, a key regulatory enzyme required for melanin biosynthesis16. Recently, the extensive use of skin whitening agents, like phenolic and mercury compounds, in cosmetic formulations have raised serious safety concerns17. Moreover, FFAR2 (also known as GPR43) is present in a variety of tissues like bone marrow, spleen, and normal skin18 and is a promising drug targets for obesity, colitis, and some inflammatory responses19. FFAR2 is a receptor for short-chain fatty acids (SCFAs) with chain lengths less than six carbons such as acetate, butyrate, and propionate, the most potent agonist for FFAR220,21. Previously, we demonstrated that in vivo knockdown of FFAR2 in mouse skin blocked butyric acid mediation of UV irritation3.
C. acnes is abundant on the human skin surface accounting for > 60% of the bacteria2. Moreover, propionic acid (PA), a fermentation metabolite from C. acnes, and its esterified derivatives, act as a potential antimicrobial agent against Staphylococcus aureu11,22 and poly(ethylene oxide) coatings are a promising method to avoid infections23. Skin commensal probiotic bacteria can inhibit the growth of USA300 through fermentation of poly(ethylene glycol) dimethacrylate as a selective fermentation initiator24. PF68, PEG-based polymer is a stable gel carrier for antimicrobial agents, increasing the surface solubility of the drug, and is usually used in the treatment of infected wounds without any discernible side effects25. In this study, we determined that PF68 as a polymer derived compound is a potentially safe and effective agent and the application of metabolites from the fermentation of PF68 by the skin commensal C. acnes could inhibit UV-induced hyperpigmentation or melanogenesis of skin.
Methods
Ethics statement
This study was carried out in strict with an approved Institutional Animal Care and Use Committee (IACUC) protocol at National Central University (NCU), Taiwan (NCU-106-016) and in compliance with the Arrive guidelines (https://arriveguidelines.org/). Institute Cancer Research (ICR) mice (8–9 weeks old females; National Laboratory Animal Center, Taipei, Taiwan) were sacrificed using CO2 in a closed box. All methods were performed in accordance with relevant guidelines and regulations.
Bacterial culture
C. acnes (ATCC 6919) was cultured on Reinforced Clostridium Medium (RCM, Oxford, Hampshire, England) under anaerobic conditions using a Gas-Pak (BD, Sparks, MD, USA). Bacteria were cultured at 37 °C until the logarithmic growth phase. Bacterial pellets were harvested by centrifugation at 5,000 × g for 10 min, washed in phosphate-buffered saline (PBS), and then suspended in PBS or RCM for further experiments.
Bacteria fermentation
C. acnes (105 colony-forming unit (CFU)/mL) was incubated in 10 mL TSB in the presence or absence of 2% PF68 (BASF, NY, USA) under anaerobic conditions using Gas-Pak at 37 °C. PF68 alone in TSB was included as a control. The 0.002% (w/v) phenol red (Sigma) in TSB served as a fermentation indicator. A color change from red–orange to yellow indicated the occurrence of bacterial fermentation, which was detected by optical density at 560 nm (OD560).
Gas chromatography‑mass spectrometry (GC–MS) analysis
C. acnes (105 CFU/mL) was incubated in TSB (10 mL) in the presence of 2% PF68. After 1 day fermented media was centrifuged at 5000 g for 10 min and the supernatant was used for detection of SCFAs using previously published protocol26. The levels of acetic acid (AA), PA, butyric acid (BA), and iso-butyric acid (I-BA) in the fermentation media were quantified by a calibration curve made from six non-zero levels using the FFA Test Standard (Restek Corporation, Bellefonte, PA, USA) which is diluted to 500-, 1,000-, 2,000-, 5,000- and 10,000-fold.
B16F10 melanoma cell culture
B16F10 melanoma cell line was kindly provided by Dr. Richard Gallo, University of California San Diego, USA, and Dr. Cheng Ching-Yi, Chang Gung University of Science and Technology, Taiwan. The cells were cultured in Dulbecco’s Modified Eagle’s Medium (DMEM, Life Technologies, Carlsbad, CA, USA) supplemented with 10% fetal bovine serum (FBS, Life Technologies) and 1% Penicillin–streptomycin (Life Technologies) at 37 °C and 5% CO2. The cells were grown until 70–80% confluence and then subcultured with Trypsin-Ethylenediaminetetraacetic acid (EDTA, Life Technologies).
Reverse transcription-quantitative polymerase chain reaction (RT-qPCR)
RT-qPCR was employed to study the tyrosinase gene expression in B16F10 melanoma cells treated with 4 mM PA for 48 h. Total cellular RNA was extracted using a Quick-RNA MiniPrep Kit (Zymo research, CA, USA), followed by reverse transcription to cDNA using iScript cDNA synthesis kit (Bio-Rad, Hercules, CA, USA) and amplified by RT-qPCR in an ABI 7300 system (Applied Biosystems, Waltham, MA, USA). The comparative cycle threshold (ΔΔCT) was used to determine the quantification of gene expression. The gene-level of glyceraldehyde 3-phosphate dehydrogenase (GAPDH) was used for the normalization of tyrosine kinase gene. Primer for tyrosinase and GAPDH are 5′-TGACAAAGCCAAAACCCCCA-3′ (forward); 5′-TTGTTCAAAAATACTTCCAGTGTGT-3′ (reverse) and 5′-TGTGTCCGTCGRGGATCTGA-3′ (forward); 5′-GATGCCTGCTTCACCACCTT3′ (reverse).
Cellular tyrosinase activity following FFAR2 gene knockdown
B16F10 melanoma cells were seeded at a density of 5 × 104 cells/well in 24-well plates. Further, the cells were treated with FFAR2 selective antagonist GLPG0974 (0.1 µM, GLPG) and PA (4 mM) and incubated at 37 °C in 5% CO2 for 24 h. Cells were trypsinized and lysed with RIPA buffer (Thermo Fisher Scientific, NJ, USA). The lysed cells were frozen at -80 °C and thawed twice followed by centrifugation at 12,000 rpm for 10 min. The supernatant was mixed with 1 μg/mL of Levodopa (L-DOPA, Sigma) in 2:1 ratio in a 96-well plate, incubated at room temperature (RT) for 1 h and OD at 475 nm was detected27.
BrdU labeling
B16F10 melanoma cells were grown on 8-well chamber slides (Thermo Fisher Scientific) in DMEM with 10% FBS, penicillin and streptomycin till 70% confluency achieved. Bromodeoxyuridine (10 μM, BrdU, ACROS, New Jersey, USA) was added to the culture media along with 4 mM PA. BrdU added with PBS in culture media was included as a control. After 24 h, cells were fixed with 4% perfluoroalkoxy (PFA, Sigma) and then permeabilized with 0.2% triton X-100 (Sigma) for 10 min. Next, cells were treated with 2 N HCl at 37 °C for 25 min, neutralized with HCl with 0.1 M Borate buffer (pH 8.5) for 10 min, and blocked with blocking buffer before incubation anti-BrdU antibody (Abcam, MA, USA) overnight and donkey anti-goat Alexa Fluor 568 IgG (H + L) (Life technologies) as second antibodies for 1 h at 4 °C. Nuclei were counterstained with 4,6-diamidino-2-phe-nylindole (DAPI, Sigma). Images were acquired with cellSens software (https://www.olympus-lifescience.com.cn/en/software/cellsens/; Version 1.2.1) connected to an Olympus BX63 microscope (Olympus, Tokyo, Japan).
The mouse models created by UV light exposure
Mouse models have been instrumental in advancing the understanding of the many roles of UVR28. UVR increases DOPA-positive melanocytes in the skin, specifically at the site of exposure29. The protocol for the treatment of C. acnes injection to the mice ears has been described in our previous study3 (This reference does not talk about C. acnes injection). The ears of ICR mice were injected intradermally with C. acnes (107 CFU) with and without 2% PF68 followed by ultraviolet B (UVB) exposure of 312 nm wavelength at a dose of 200 mJ/cm2 using an UV lamp (Model EB-280C, Spectronics Corp., Westbury, NY, USA) for 2 min every day for 3 days. Mouse ears injected with PBS or PF68 followed by UVB exposure were included as a control. In another group of experiment mice, ears were applied with 4 mM PA followed by UV exposure, with PBS as control.
siRNA-Mediated gene silencing of FFAR2
In order to silence FFAR2 gene, we used the chemically-modified siRNA that targets FFAR2 receptor (FFAR2 siRNA), the siRNA negative control (NC siRNA) and the control without injection (C), which were obtained from GenePharma Co. (Shanghai, China). Their oligonucleotide sequences are siFFAR2: sense strand, 5′-CCGGUGCAGUACAAGUUAUTT-3′; anti-sense strand, 5′-AUAACUUGUACUGCACCGGTT-3′. SiControl: sense strand, 5′-UUCUCCGAACGUGUCACGUTT-3′; anti-sense strand, 5′-ACGUGACACGUUCGGAGAATT-3′. These chemically-modified siRNAs were delivered every day for 3 days by intradermal injection in the ears of mice using a microneedle (2 mg/kg of mice weight). From day two, apply with 2% PA and UV exposure for 3 days. The pretreatment for injecting siRNA to the mouse as described in reference30. Then, mice ears were excised and stained on the fourth day.
Western blotting
Mice ears were injected with chemically-modified FFAR2 and control siRNAs followed by application with 2% PA and UVB exposure for 3 days. On third day mice ears were cut, homogenized and then lysed with RIPA buffer (Thermo Fisher Scientific). Cell lysates (30 µg) were subjected to 10% SDS-PAGE gel, which were then transferred to a poly(vinylidene fluoride) (PVDF) membrane (Sigma) and blocked with 5% (w/v) nonfat milk before incubation overnight with primary antibodies to FFAR2 Rabbit PolyAb (Proteintech, Rosemont, IL, USA) at 4 °C or β-actin (1:1,000; Cusabio Technology, Houston, TX, USA). This was followed by treatment with horseradish peroxidase-conjugated goat anti-rabbit secondary antibody (1:5000) (Thermo Fisher Scientific) for 1 h. Protein bands were detected with a chemiluminescent detection reagent (Thermo Fisher Scientific) and Omega Lum C Imaging System (Gel Co., San Francisco, CA, USA). Protein bands were conducted using ImageJ software (https://imagej.nih.gov/ij/; Version 1.53e).
Melanocyte counting
The cartilages from mouse were removed manually and the skin tissues were soaked in ammonium thiocyanate (Sigma) solution at 37 °C for 20 min. The epidermal and basal layers were exfoliated from the rest of the skin tissue, and melanocytes were stained by immersing in 0.1 M PBS (pH 7.2) containing 0.14% L-DOPA at RT for 3 h and the melanocyte count in skin tissues was determined microscopically according to a previously published protocol29.
Statistical analyses
Data analysis was performed by unpaired t-test using Prism software (https://www.graphpad.com/; Version 5.01, GraphPad Software, La Jolla, CA, USA). The levels of statistical significance were indicated as the following: *P < 0.05, **P < 0.01, ***P < 0.001 and ns = non-significant. The mean ± standard deviation (SD) for at least three independent experiments except two independent western blotting analysis for Fig. 4C was displayed. Animal experiments were performed with at least three animals per treatment group.
Results
C. acnes induces fermentation of PF68
Previous studies have demonstrated the fermentation of skin probiotics for induction of SCFA production in the presence of compounds as a carbon source26. To investigate if C. acnes could ferment PF68, C. acnes was incubated with PF68 in TSB media for 1 day with phenol red as an indicator to the monitor the bacterial fermentation. In TSB media incubated with bacteria alone, the phenol red changed from red to orange due to bacterial replication, whereas in the TSB media containing bacteria and PF68, the phenol red color changed to pale yellow with a decrease in pH indicating the use of PF68 as a carbon source for fermentation (Fig. 1A). Furthermore, the OD560 of phenol red showed a significant decrease in pH value in the TSB media containing bacteria and PF68 (Fig. 1B) compared to bacteria or PF68 alone. The SCFAs contained in the C. acnes ferment cultured with PF68 were identified by GC–MS analysis (Fig. 1C) and found to be AA, PA, BA, and I-BA acid, with PA11 having the highest concentration (Fig. 1D).
In vitro effect of PA on melanin production via PA-FFAR2
Fatty acids modulate the degradation of tyrosinase, a crucial enzyme involved in melanin biosynthesis in melanocytes and melanoma cells31. Therefore, to detect the in vitro effect of PA on melanin synthesis, B16F10 melanoma cells were treated with 4 mM PA for 48 h, with the decreased expression of the tyrosinase in PA treated melanoma cells compared to the control (Fig. 2A). The immunostaining of PA treated melanoma cells after BrdU labeling showed that PA did not alter the proliferation of melanoma cells (Fig. 2B). Furthermore, the effect of PA and AA, two highly expressed SCFAs in the fermentation filtrate (Fig. 1D)32, on melanin production was assessed in melanoma cells, with PA causing a > twofold decrease in melanin production compared to AA (Fig. 2C). SCFAs, like PA and AA, regulate their functions via interaction with FFAR2 and FFAR3, with PA being among the most potent SCFA for both these receptors33. Considering PA regulation via its interaction with FFAR2, blocking the signaling of this receptor using a selective inhibitor could be a useful approach to evaluate the role of PA in the regulation of melanogenesis. The cellular tyrosinase activity was unchanged by blocking FFAR2 using the FFAR2 selective antagonist GLPG before treatment with PA and decreased without GLPG in contrast to the control group (Fig. 2D). These results demonstrated the effective role of PA-FFAR2 in the attenuation of the melanin content by inhibiting tyrosinase kinase activity in melanoma cells with unaltered cell proliferation.
The mixture of C. acnes and PF68 inhibited UVB-induced functioning melanocyte in mouse ear
The topical application of fermentation extracts or fatty acids has been shown to decrease UV-induced skin hyperpigmentation by regulating tyrosinase degradation34,35. Previous studies demonstrated that melanogenesis after UV exposure is due to the activation in functioning melanocytes in the epidermis or dermis36. Having established that PA as a major SCFA from C. acnes fermentation of PF68 could effectively reduce melanin production in vitro, we then examined the effect of C. acnes plus PF68 on it in vivo. The ears of ICR mice were exposed to UVB every other day for 3 days concurrent with the injection of C. acnes and PF68. Injection with PBS or C. acnes or PF68 alone were included as controls. The epidermal and basal layers were exfoliated from the skin tissue in the mouse ear and the melanocytes were stained with L-DOPA. There was a significant increase of the melanocytes number after UVB exposure, with no change after injection with C. acnes or PF68 alone. However, a significant reduction in number of DOPA-positive melanocytes was detected in the UVB exposure groups after treatment with a mixture of C. acnes and PF68 (Fig. 3A).
Amelioration of UVB-induced functioning melanocyte in mouse ear by PA, a C. acnes fermentation metabolite
The effect of the direct application of PA on UV-induced melanogenesis was assessed. UV-induced hyperpigmentation and tyrosinase expression in mouse ear skin in the control group was significantly lowered after the topical application of PA for 3 days (Fig. 3B). Thus, PA, a metabolite from PF68 fermentation of C. acnes inhibits functioning melanocytes production with melanin synthesis by UVB-induced. Tyrosinase expression was noticeably decreased in PA treated cells compared to the control (Fig. 3C).
PA inhibits UVB-induced functioning melanocytes via FFAR2 in vivo
To determine if the reduction in exogenous melanogenesis occurred via PA interaction with its cognate receptor, FFAR2 was knocked down in the skin melanocytes of the mouse ear, followed by UVB exposure and PA treatment. UVB-induced an increase in the proliferation of melanocytes and tyrosinase activity was significantly reduced in the mouse ear epidermis injected with NC siRNA after application of PA (Fig. 4A,B). However, the number of melanocytes and tyrosinase activity remains unchanged even after PA application in UVB irradiated mouse ear epidermis knocked down with FFAR2. We confirmed the FFAR2 gene knockdown by measuring the protein expression level of FFAR2 by Western blot analysis (Fig. 4C). Thus, PA interferes with melanogenesis by suppressing the activity of tyrosinase, in which PA-FFAR2 plays a potential role in melanin production.
Discussion
Melanin, a critical factor of skin defense against UV-irradiation, is synthesized in the melanosomes of melanocytes, transferred to neighboring keratinocytes via the dendritic tips, and eventually distributed throughout the skin epidermis37. Bacteria fermentation metabolites are increasingly used in skin therapy due to their beneficial effect on UV-induced skin inflammation and infectious disorders3. In this study, we demonstrated that PA, the major metabolite from PF68 fermentation of C. acnes, reduced UVB-induced functioning melanocyte levels by inhibiting tyrosinase activity in vitro and in vivo via FFAR2.
Previous studies demonstrated the inhibition of melanogenesis through tyrosinase inhibition by fermentation metabolites from probiotic LA and Lactobacillus paracasei bacteria24,38,39. Also, the high molecular weight PEG-based polymer (~ 20,000) was completely degraded through fermentation by gram-negative bacteria producing acetate and propionate40. In this study, PA (~ 4 mM) was the most abundant SCFA in the filtrate from PF68 fermentation of C. acnes and reduced the melanin content in melanocytes more effectively than AA. Furthermore, treatment with 4 mM PA significantly inhibited cellular tyrosinase activity in melanocytes proving that inhibition of melanogenesis by PA occurred via the reduction of tyrosinase gene expression. People have the same number of melanocytes that is not the reason to affect skin pigmentation but the activation in functioning melanocytes by UV-irradiation36,41. Here, 4 mM PA treatment did not alter melanocyte proliferation, indicating that it is an effective treatment option, causing no cellular damage. The reduced melanocytes number and tyrosinase activity were also observed in mice ear skin tissue injected with a mixture of C. acnes and PF68, demonstrating that the inhibition of melanogenesis is likely to be mediated through fermentation metabolites from C. acnes fermentation using PF68 as a carbon source. Additionally, our study validated PA as an excellent antimicrobial agent, with no alteration in the growth of its parent bacteria C. acnes, showing PA as a potent metabolite that does not disrupt the balance of the skin microbiome11.
Melanin production is initiated and regulated by several signaling systems, whereby tyrosinase catalyzes the conversion of tyrosine to DOPA, and into dopaquinone, leading to the formation of melanocytic pigments42,43. In most cases, skin lightening reagents act at various levels of melanin production via FFAR2 to affect tyrosinase activity or directly targeting tyrosinase to inhibit melanogenesis in the skin44,45,46. SCFAs such as PA and AA exert their effects through binding to their selective cognate receptors like FFAR2 or FFAR3, with PA being among the most potent SCFA for both receptors47. GLPG, a selective FFAR2 antagonist, and siRNA-mediated gene silencing of FFAR2 to support the blocking of FFAR23,48. In the current study, the increased melanocytes number and tyrosinase gene expression in mice ear skin tissue did not changed in response to UVB radiation even after PA application to FFAR2 knockdown in mice (Fig. 4A). Furthermore, tyrosinase gene expression was decreased after PA treatment in vitro, however, blocking the FFAR2 gene with GLPG, a selective FFAR2 antagonist, and ameliorated the effect of PA to attenuate tyrosinase gene expression. After blocking FFAR2 as loss of FFAR2 results in enhanced expression of tyrosinase activity after PA treatment. Although both PA and AA, the fermentation metabolites from C. acnes, have a similar affinity for FFAR2 binding20, the relatively lower efficacy of AA in attenuating tyrosinase activity in melanocytes validates the therapeutic potential of PA as a postbiotic against melanogenesis.
The photo damaging effects caused by UVR on the skin have attracted extensive attention. Sun screening and anti-hyperpigmentation products are widely used but their safety, skin penetration, and therapeutic efficacy are still in question49. Although avobenzone is a common component in sunscreens owing to its high efficacy against UV, it is photo unstable and therefore not safe, and has been detected in blood after chronic applications50,51. Development of effective skin whitening through blocking tyrosinase expression by fermentation metabolites from probiotic bacteria or polymers as a carbon source is an effective and natural way to suppress melanogenesis38,39. As the use of live probiotics for cosmetics is strictly regulated, the promotion of their beneficial effects through fermentated metabolites from live probiotic bacteria has become a feasible application. Besides, PF68 as a prebiotic can boost the production of SCFAs from C. acnes fermentation and has been used to enhance the biological stability and assist various therapeutic agents such as 6-mercaptopurine loaded microspheres in their interaction with the human body52. Furthermore, PF68 can be incorporated into cell membranes and translocate into cells and has been used as a stable gel carrier for antimicrobial agents, increasing the surface solubility of the drug in skin treatment12,23. Hence, PF68 is considered a safe and effective options for the development of pharmaceuticals and cosmetics. In addition to the function of PF68 as a fermentation initiator to augment the fermentation activity of C. acnes, it also has the potential to be an adjuvant to reduce the effective doses of medicine reagents and improve the solubility of poor-water soluble drugs.
Overall, these results demonstrate that the PA-FFAR2 interaction may be a central mechanism in the effect of probiotics or postbiotics on hyperpigmentation caused by UVR. PA treatment did not affect melanocyte proliferation. Compared with chemical therapies, the metabolites of probiotics are milder and natural53. Although the exact mechanism by which the metabolites of PF68 fermentation of C. acnes inhibit melanogenesis is unclear, the evidence from the present study suggests the involvement of the SCFAs-FFAR2-tyrosinase pathway. These results are beneficial for the future clinical treatment of pigmentation disorders and to develop cosmetics that increases the range of applications of whitening products. Lastly, the diversity of probiotics offers personalized treatments for hyperpigmentation and the development of dedicated products with higher performance.
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Acknowledgements
The authors thank Dr. Cheng Ching-Yi for the technical support of this project. We would also like to thank Dr. Lan Tian for providing valuable comments and proofreading.
Funding
This work was funded by 106/107/108-Landseed Hospital-NCU joint grants and Ministry of Science and Technology (MOST) Grants 108-2622-B-008-001-CC1; 108-2314-B-008-003-MY3, and 107-2923-B-008-001-MY3.
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C.-M.H.: Conceptualization; H.-J.K., and Y.-H.W.: methodology; S.K.: validation; H.-J.K., S.K., and Y.-H.W.: formal analysis; H.-J.K.: investigation; C.-M.H.: resources; H.-J.K., and C.-M.H.: data curation; H.-J.K.: writing-original draft preparation; S.K., J.J.Y., S.S., C.-C.C., and C.-M.H.: writing-review and editing; C.-M.H.: supervision, project administration, funding acquisition. All authors have read and agreed to the published version of the manuscript.
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Kao, HJ., Wang, YH., Keshari, S. et al. Propionic acid produced by Cutibacterium acnes fermentation ameliorates ultraviolet B-induced melanin synthesis. Sci Rep 11, 11980 (2021). https://doi.org/10.1038/s41598-021-91386-x
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DOI: https://doi.org/10.1038/s41598-021-91386-x
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