Abstract
Skin complexion is among the most recognizable phenotypes between individuals and is mainly determined by the amount and type of melanin pigment deposited in the epidermis. Persons with dark skin complexion have more of a brown/black pigment known as eumelanin in their epidermis whereas those with fair skin complexions have less. Epidermal eumelanin acts as a natural sunblock by preventing incoming UV photons from penetrating into the skin and therefore protects against UV mutagenesis. By understanding the signaling pathways and regulation of pigmentation, strategies can be developed to manipulate skin pigmentation to improve UV resistance and to diminish skin cancer risk.
Keywords: melanocyte, melanin, melanocortin 1 receptor (MC1R), cAMP, pigmentation
Skin Complexion
Skin complexion is a phenotype largely determined by the activity of melanocytes which are neural crest-derived pigment-producing cells found in the skin and other select locations in the body. Melanocytes associated with hair follicles in the dermis contribute melanin to growing hair shafts to give hair its color, while those found in the stratum basale of the skin melanize the epidermis itself. This review will focus on interfollicular epidermal melanocytes and pigmentation of the skin. The amount and type of melanin produced by melanocytes determines skin complexion, which can be described by the “Fitzpatrick Scale” (Del Bino et al., 2015; Fitzpatrick, 1988). In this way, the skin tone and UV sensitivity of individuals with very light complexions can be compared with persons of darker complexions (Table 1). In general, the darker a person’s complexion, the more melanin their epidermis contains and the more protected she/he/they will be from acute UV injury such as sunburn as well as long-term UV-dependent pathologies such as cancers of keratinocytes and melanocytes (Del Bino & Bernerd, 2013; Del Bino, Duval, & Bernerd, 2018; Fajuyigbe & Young, 2016). Melanogenesis – the process of melanin biogenesis – is a complex and dynamic process that is regulated by inherited as well as environmental factors. Skin complexion is a polygenic trait controlled by many genes. While each individual has his/her/their own basal complexion, skin tone can be modified by environmental factors, most notably from the damage and inflammation from UV radiation that can activate cutaneous damage response signaling pathways to up-regulate melanin production (Cui et al., 2007). This physiological response, termed “adaptive pigmentation” or tanning, is an important safeguard against further injury to the skin by the deposition of more UV-blocking melanin as well as epidermal thickening which together protect the inner layers of the skin against UV damage (D’Orazio et al., 2006; Scott et al., 2012). In this way, skin pigmentation is an important determinant of health, and loss-of-function mutations or polymorphisms in genes that regulate melanin production are associated with higher risk of UV-associated skin pathologies including sunburn risk, photoaging and many types of skin cancer (Brenner & Hearing, 2008). Organized as “epidermal melanin units”, melanocytes in the stratum basale contact many keratinocytes via dendritic processes (Fitzpatrick & Breathnach, 1963; Nordlund, 2007). This organizational structure facilitates transfer and uptake of melanin-bearing melanosomes to keratinocytes through phagocytic mechanisms (Cardinali et al., 2008; Singh et al., 2010). Indeed, while melanocytes are the sole melanin-producing cell of the skin, keratinocytes ultimately contain the bulk of the melanin found in the skin. In skin cells, melanin is deposited in a directional manner, positioned to block incoming UV photons and to protect the nuclei of keratinocytes. Importantly, melanocyte density is relatively constant across all skin complexions and it is due to differences in melanin distribution and production rather than melanocyte number that lead to varying complexions (Tadokoro et al., 2003; Tadokoro et al., 2005).
Table 1.
The Fitzpatrick Scale can be used to semi-objectively quantify skin pigmentation and UV risk.
Fitzpatrick Type | Skin complexion | Epidermal melanin content | Risk for UV pathologies |
---|---|---|---|
I | Very pale | Very low | Very high |
II | Pale | Low | High |
III | Light-to-medium | Modest | Moderate |
IV | Medium-to-olive | Moderate | Somewhat |
V | Dark | High | Modest |
VI | Very dark | Abundant | Minimal |
Melanin
Melanin, a bioaggregate of molecules ultimately derived from the amino acid tyrosine, is not just one compound but a mixture of various pigment species (d’Ischia et al., 2013; Prota, 2000; Vincensi et al., 1998). Two main melanin forms exist in humans – the brown/black pigment eumelanin which functions as an effective absorber of UV radiation, and the lighter brown/red pigment pheomelanin which is less able to block incoming UV photons into the skin and is more chemically reactive (Nasti & Timares, 2015). The amount and ratio of eumelanin to pheomelanin deposits in the epidermis ultimately determine an individual’s skin complexion. Tyrosine is the common synthetic precursor for both eumelanin and pheomelanin, but it is the incorporation of sulfur-containing cysteine residues that yields the red-yellow coloration of pheomelanin (Fig. 1) (d’Ischia et al., 2015). Synthesis of melanin in the skin occurs exclusively in melanocytes which produce and store melanin within membrane bound organelles termed melanosomes that contain melanogenic enzymes and provide the appropriate conditions for melanin biosynthesis (Jimbow et al., 1997). Arising as trans-Golgi endosomes, melanosomes undergo a multi-stage maturation process and accumulate in the intracellular periphery via dynein and kinesin motors to mobilize along microtubules and actin filaments (Jimbow, Hua, et al., 2000; Jimbow, Park, et al., 2000). Melanosomes commit themselves to the production of either eumelanin or pheomelanin but melanocytes possess populations of both eumelanogenic and pheomelanogenic melanosomes (Liu et al., 2004). Aspects of melanogenesis including tyrosinase activity and the ratio of eumelanin to pheomelanin are dictated in part by the internal pH of melanosomes, indicating the importance of endosomal ion transporters, protons pumps, and soluble adenylyl cyclase to pigmentation (D. Zhou et al., 2018).
Figure 1. Overview of Melanogenesis.
Melanin, a bioaggregate of pigmented compounds, is found in two predominant forms, both of which derive from the amino acid tyrosine. Eumelanin is a dark brown/black species that is highly UV protective whereas pheomelanin, as a result of incorporation of a sulfur molecule donated by cysteine, is a reddish/blonde pigment that is less able to block UV photons. Tyrosinase is the rate-limiting enzyme that catalyzes the first two steps in the synthesis of both melanin types, and pigment-diluting phenotypes such as albinism result when tyrosinase or other melanogenic enzymes are defective.
Regulation of Skin Pigmentation
The genetic basis for basal skin pigmentation in humans is complex and involves a variety of genes affecting melanocytic functions including migration, development, melanin synthesis, and melanosome structure (Table 2) (Baxter, Watkins-Chow, Pavan, & Loftus, 2019; Pavan & Sturm, 2019). In general, defects in melanocyte-specific genes result in hypopigmentation, perhaps best exemplified by tyrosinase and oculocutaneous albinism type 1 (OCA-1). Tyrosinase is the rate-limiting enzyme that catalyzes the first two steps of melanin synthesis (Fig. 1), and mutations in tyrosinase can result in OCA-1, a disorder of dense hypopigmentation in which affected individuals lack the photoprotective effects provided by melanin and thus are highly UV-sensitive (Oetting, 2000). In fact, there are multiple types of OCA, each one caused by distinct mutations in gene products needed for melanin biosynthesis. The varying severity of albinism phenotypes caused by mutations in different genes illustrates the polygenic nature of skin complexion. Moreover, just as mutations exist that lead to the underproduction of pigment, there are those that cause its overproduction including an activating mutation of the Guanine Nucleotide Binding Protein (Gnaq) linked to development of port-wine stains and blue nevi (Shirley et al., 2013; Van Raamsdonk, Barsh, Wakamatsu, & Ito, 2009). While many genes encode for enzymes directly involved in the synthesis of melanin, others impact melanosome structure and development. As melanosomes mature, ion transporters and proton pumps regulate their pH to promote melanogenesis. Promelanosome protein PMEL (encoded by Pmel17) serves as a structural protein in immature melanosomes and as a scaffold upon which melanin is deposited in mature melanosomes (Berson, Harper, Tenza, Raposo, & Marks, 2001).
Table 2.
Partial list of genes that regulate skin pigmentation.
Gene | Function | Mutant/polymorphism Phenotype |
---|---|---|
Melanocortin 1 Receptor (MC1R) | Generation of cAMP signal | Inability to tan, red hair, increased risk of melanoma |
Agouti-Signaling Protein (ASIP) | MC1R Antagonist | Eumelanin synthesis favored over pheomelanin synthesis |
Tyrosinase (TYR) | Melanin Synthesis (first and rate-limiting step) | Oculocutaneous Albinism Type 1 |
Solute Carrier Family 24 Member 5 (SLC24A5) | Endosomal ion transport | Light Skin, Oculocutaneous Albinism Type 6 |
Microphthalmia-associated transcription factor (MITF) | Melanoblast survival and development | Waardenburg Syndrome Type 2 |
Tyrosine-related protein-1 (TRP1) | Melanin Synthesis, Tyrosinase Stability | Oculocutaneous Albinism Type 3, Melanoma |
Dopachrome tautomerase (TRP2) | Melanin Synthesis | Mild Oculocutaneous Albinism |
KIT Ligand (KITLG) | Melanoblast survival and development | Piebaldism, Hyper/Hypopigmentation |
Pre-Melanosome Protein (PMEL17) | Structural development of melanosomes | Unknown |
P Protein (OCA2) | Melanosome development, Melanogenesis | Oculocutaneous Albinism Type 2 |
Paired-box gene 3 (PAX3) | Melanocyte survival and development | Waardenburg Syndrome Types 1/3, Melanoma |
Guanine Nucleotide Binding Protein (GNAQ) | Encodes GPCR alpha subunit | Sturge-Weber Syndrome, Port-Wine Stains, Blue Nevi |
A central determinant of the capacity of melanocytes to produce melanin is the melanocortin 1 receptor (MC1R), a 317 amino acid G protein-coupled receptor (GPCR) associated with the plasma membrane of melanocytes. Cloned in 1992 (Mountjoy, Robbins, Mortrud, & Cone, 1992), the MC1R is among the most important genetic determinants of pigmentation and skin cancer risk in the general population because it regulates eumelanin-pheomelanin balance and also how melanocytes respond to UV exposure. In its functional wild type state, the MC1R interacts with either of two high-affinity agonistic ligands – adrenocorticotropic hormone (ACTH) or alpha-melanocyte stimulating hormone (α-MSH). Each activates transmembrane adenylyl cyclase (TMAC) through their binding to MC1R to induce cAMP second messenger production and downstream signaling pathway activation. In melanocytes, cAMP signaling pathway activates key transcriptional networks that induce melanocyte differentiation. Microphthalmia (Mitf) is one key cAMP-activated protein (Price et al., 1998). It is a master transcription factor in melanocytes that promotes differentiation and pigment induction by binding to specific DNA sequences termed “E boxes” in key pigmentation and differentiation gene regulatory regions and stimulating transcription of tyrosinase and other pigment enzyme genes to upregulate eumelanin production (Bertolotto et al., 1998; Bertolotto, Bille, Ortonne, & Ballotti, 1996; Levy, Khaled, & Fisher, 2006).
The human MC1R gene is highly polymorphic with loss of function mutations likely selected among populations that migrated away from UV-rich equatorial regions in order to diminish epidermal eumelanin levels to maximize UV-mediated vitamin D production in more temperate UV-poor climates (Harding et al., 2000). These polymorphisms correlate with a fair-skinned phenotype and impaired adaptive pigmentation (tanning) response (Valverde, Healy, Jackson, Rees, & Thody, 1995). Indeed, Cui and co-workers reported that MC1R is central to the skin’s response to UV damage, via a p53-dependent upregulation of pro-opiomelanocortin (POMC) in keratinocytes that produce MSH and ACTH to stimulate eumelanin production by epidermal melanocytes in a paracrine manner (Cui et al., 2007). MC1R signaling is also pertinent to DNA damage and repair responses in melanocytes, with abundant evidence that cAMP signaling enhances the ability of melanocytes to resist UV photodamage (Bautista et al., 2020; Im et al., 1998; Kadekaro et al., 2012; Kadekaro et al., 2005; Song et al., 2009; Swope et al., 2012). MC1R loss-of-function polymorphisms are associated with increased risk of malignancy (Valverde et al., 1996), therefore there is great interest in attenuating cancer risk by cAMP-enhancing strategies.
Pharmacologic strategies for eumelanin induction
NDP-MSH
[Nle4,D-Phe7]-α-MSH (NDP-MSH) is a well-known agonist of MC1R that is identical to native α-MSH with the exception of norleucine replacing the position-4 methionine and the position-7 phenylalanine replaced with its dextro-isomer that stabilizes the oligopeptide by making it more resistant to degradation (Hruby et al., 1980; Sawyer, Hruby, Darman, & Hadley, 1982). These structural modifications create an analog more resistant to proteolysis than native α-MSH. NDP-MSH significantly increases eumelanogenesis (production of eumelanin) in humans, one study citing a 41% increase in Caucasian subjects following subcutaneous injection (Barnetson et al., 2006). While NDP-MSH is a potent α-MSH analog, it is not specific for MC1R and exerts a systemic effect through its interactions with multiple melanocortin receptors. Selectivity and specificity of MSH analogues has been ongoing, with various reports describing amino acid substitutions (Y. Zhou et al., 2017). The search for NDP-MSH alternatives does not mean that it has been rendered obsolete as a melanogenic agent. Under the brand name SCENESSE® (afamelanotide) NDP-MSH recently was approved by the Food and Drug Administration for treatment of erythropoietic protoporphyria, a rare condition characterized by UV phototoxicity.
MSH peptides
Another strategy used to pharmacologically induce melanin production is to increase MC1R activity in melanocytes via MSH peptide agonists. Small peptides consisting of only three or four amino acids have been of particular interest. The His-Phe-Arg-Trp amino acid sequence is of importance in the construction of these peptide agonists because it is responsible for the melanogenic effect and is conserved among melanocortins (Holder, Bauzo, Xiang, & Haskell-Luevano, 2002). One study produced a tetrapeptide with a 1000-fold increase in potency as well as longer-lasting effect compared to α-MSH in human melanocytes (Abdel-Malek et al., 2006). Abdel-Malek and colleagues also investigated the efficacy of tripeptides by creating a peptide with 10-fold less potency than α-MSH, showing that deletion of Trp from the core sequence still creates a viable agonist (Abdel-Malek et al., 2009). While less potent, the advantage to these tripeptides is greater selectivity for MC1R and lower selectivity for other melanocortin receptors. This advantage was proven through a study in which the half-maximal effective concentration (EC50) of numerous modified tripeptides for MC1R was calculated to be far lower than the EC50 for MC3R, MC4R, and MC5R (Ruwe et al., 2009). While tetrapeptides are potent and tripeptides are selective, neither can exert any effect in MC1R-deficient models. Individuals with homozygous loss-of-function MC1R polymorphisms who tend to have red hair and poor tanning ability may not benefit from peptide-induced protection from melanoma, however this approach could benefit MC1R heterozygous persons who number in the millions and are at increased risk of UV-induced skin pathologies including melanoma. It is also worth noting that a tetrapeptide and tripeptide agonists are only two “lengths” of MC1R peptide agonists with demonstrated melanogenic activity; a host of oligopeptides with varying amino acid lengths have been found to manipulate melanogenesis and are worth further investigation (Boo, 2020). Abdel-Malek and co-workers recently published that MSH tetra- and tripeptide agonists highly selective for MC1R stimulated melanogenesis enhanced repair of UV damage and reduced apoptosis in human melanocytes (Koikov et al., 2021), therefore MSH peptide agonists are an active area in development.
Topical forskolin
One of the most effective pharmacologic approaches to upregulating epidermal eumelanin levels was shown to be by topically applying forskolin, a direct activator of adenylyl cyclase, to the skin. For these studies, a mouse model of the fair-skinned MC1R-defective human was developed by studying “extension” mice with defective Mc1r activiy. Extension mice display a phenotype switch from eumelanin to pheomelanin on the C57BL6/J background due to a genetic mutation in Mc1r that truncates the protein to result in its loss of function. Because interfollicular epidermal melanocytes are not a feature of adult mouse skin except somewhat on the tail and ears, the extension (Mc1r-defective) animals were crossed with K14-Scf transgenic mice developed by Takahiro Kunisada’s group (Kunisada et al., 1998). In this model, stem cell factor (c-Kit ligand) is constitutively expressed by basal keratinocytes in the epidermis, and as a result, melanocytes are chronically retained in the epidermis and epidermal pigmentation can occur. In the Mc1r wild type C57BL6/J background, the epidermis of K14-Scf mice is jet black and full of eumelanin, whereas in the Mc1r-defective extension background K14-Scf mice have fair skin pigmentation that is associated with preferential expression of pheomelanin, similar to lightly complexioned MC1R-defective persons (D’Orazio et al., 2006). Forskolin, a hydrophobic small molecule naturally derived from the roots of the Coleus forsksohlii plant, was applied to the skin of extension K14-Scf mice, and as a result of cutaneous cAMP signaling, the skin darkened because of a marked upregulation in eumelanogenesis. Analysis of the skin confirmed increased melanin deposition by Fontana-Masson staining and by chemical melanin analysis and animals were more resistant to UV damage, thus proving that fair skin complexion and the UV sensitivity caused by defective Mc1r signaling could be pharmacologically rescued by restoring cutaneous cAMP signaling (D’Orazio et al., 2006). This proof-of-concept study clearly showed the ability of cAMP inducing agents to rescue eumelanotic complexion in fair-skinned individuals, however forskolin is not generally regarded as a useful therapeutic agent because of its lack of specificity.
SIK Inhibitors
Salt-inducible kinases (SIK) are widely expressed and serve in a variety of physiological roles including gut inflammation, bone resorption and formation, and hepatic gluconeogenesis. SIKs counter-act a GPCR/cAMP/PKA axis that induces MITF-dependent melanogenesis, thus leading to hypopigmentation (Wein, Foretz, Fisher, Xavier, & Kronenberg, 2018). Upon discovery that downregulation of SIK2 in mice could induce eumelanogenesis in mice (Horike et al., 2010), a number of SIK inhibitors were developed for utilization as pharmacological enhancers of pigmentation. Treatment of human melanocytes with SIK inhibitor compound HG 9–91–01 increased MITF mRNA expression in a dose-dependent manner, and these observations were extended to in vivo studies, demonstrating a noticeable darkening of skin in Mc1r-deficient mice compared to control after 7 days of topical SIK inhibitor application (Mujahid et al., 2017). To address the poor cutaneous penetration of HG 9–91–01, Mujahid and colleagues created two “second generation” SIK inhibitors, YKL 06–061 and YKL 06–062, which had a darkening effect on human breast tissue extracts. Several SIK inhibitors have been developed but few have been evaluated for efficacy in manipulating skin pigmentation (Mujahid et al., 2017). There are three isoforms of SIK (SIK1/2/3), and the inhibitors described so far affect all of them. Several SIK inhibitors, such as compounds ARN 3236 and pterosin B, have SIK-specific inhibitory effect, however more work needs to be done to evaluate their efficacy as melanogenesis-inducing agents. Furthermore, several pharmacologicals such as dasatinib and bosutinib exert a non-specific inhibitory effect on SIKs through their interactions with various kinases (Sundberg et al., 2014). These compounds represent a potential route of investigation in the discovery of new pigmenting pharmacologicals.
Phosphodiesterase inhibition
Rolipram, a selective phosphodiesterase-4 inhibitor developed as a potential antidepressant drug in the early 1990s, inhibits phosphodiesterase (PDE) activity. PDEs terminate cAMP activity via enzymatic cleavage and inactivation (Huang & Mancini, 2006). Given that cAMP can cause melanin production via a MC1R-cAMP-PKA-MITF axis, inhibitors of PDEs are of obvious translational interest. Dozens of PDEs are expressed in human tissue but the PDE4D isoform is of particular interest to melanin synthesis given that knockout of PDE4D yields darker fur coloration in mice (Jin, Richard, Kuo, D’Ercole, & Conti, 1999). In an important study, Khaled, Levy & Fisher (Khaled, Levy, & Fisher, 2010) provided in vitro evidence that MITF regulates expression of PDE4D in human melanocytes, suggesting that a “homeostatic circuit” is formed in which a downstream product of cAMP activity inhibits MITF. Additionally, MITF expression was prolonged in melanocytes treated with rolipram. As a proof of principle, the group reported in vivo data clearly showing darker pigmentation and upregulation of melanin synthesis using the same K14-Scf extension mouse model that previously validated topical forskolin-mediated epidermal melanization. Interestingly, co-administration with forskolin led to even greater induction of skin pigmentation, suggesting a synergistic effect. While these initial results are promising, they must be viewed as proof-of-concept since past preclinical and clinical trials demonstrated that rolipram administration was associated with several concerning side effects including plasma osmolality imbalances and nausea/vomiting (Larson, Pino, Geiger, & Simeone, 1996). Given that these trials observed oral and intravenous administration of rolipram rather than topical application, further research is warranted to gauge the value of rolipram as a translational product.
Depalmitoylation Inhibitors
Palmitoylation of GPCRs has been reported to impact their signaling (Qanbar & Bouvier, 2003). Palmitoylation of MC1R was recently studied by Chen and co-workers who identified residue C315 as the major palmitoylation site of MC1R. C315S mutant human melanocytes failed to produce cAMP following α-MSH application and UVB exposure unlike controls, suggesting that palmitoylation affects MC1R-mediated melanogenesis (Chen et al., 2017). Using human melanocytes carrying an R151C mutation that models the red-headed, poor-tanning phenotype, Chen and co-workers found that application of Palm-B, a deacylating enzyme inhibitor, decreased MC1R depalmitoylation. In C57BL/6 mice carrying the R151C Mc1r mutation, administration of Palm-B both increased palmitoylation and enhanced photodamage repair after UVB exposure compared to Mc1r-r151c mice that did not receive Palm-B. A second depalmitoylation inhibitor, ML349, was shown to reduce melanomagenesis in a mouse model, indicating that inhibition of MC1R depalmitoylation was photoprotective (Chen et al., 2017). In these studies, Palm-B and ML349 were injected intraperitoneally when mice were used. While effective, topical applications might prove more translationally practical (Garcia-Borron & Jimenez-Cervantes, 2018), thus further work is indicated for their development.
Translational potential of pharmacologic melanin induction
The ability to increase the amount of melanin in the skin has clear implications for UV health and skin cancer prevention. If a safe and effective means to induce epidermal eumelanin were developed, this approach could potentially be used by individuals seeking to darken their skin (look tanner) by increasing epidermal eumelanin levels. Currently, use of tanning beds and purposeful recreational sun exposure in order to darken the skin is widespread and a clear risk factor for melanoma as well as non-melanomatous skin cancer (Rodriguez-Acevedo, Green, Sinclair, van Deventer, & Gordon, 2020; Schulman & Fisher, 2009). As reviewed above, UV-mediated adaptive pigmentation is based on damage to skin cells by UV photons, including the production of oxidative free radicals and DNA photodamage, which promote photoaging, inflammation and long-term malignancy risk. Therefore there is no “safe tan” that can come from UV exposure. Pharmacologic pigment induction would theoretically achieve the same result – more epidermal eumelanin deposition – without the long-term inherent risks of UV. Moreover, having more epidermal eumelanin would help protect the skin resist UV penetration, so melanized individuals would be more protected from the immediate and long-term toxicities of UV exposure. Indeed, epidermal melanin offers many advantages over commercially-available sunscreens that have to be reapplied at regular intervals, have had mixed results with respect to cancer prevention (Mulliken, Russak, & Rigel, 2012; Wehner, 2018; Weinstock, 1999), can leach out into the environment (Langford & Thomas, 2008; Raffa, Pergolizzi, Taylor, Kitzen, & Group, 2019) and can be absorbed systemically raising the possibility of adverse health consequences (Abbasi, 2020; Matta et al., 2020). Epidermal eumelanin induction represents an innate mechanism of UV resistance by functioning as a built-in sunblock.
Despite remarkable progress made in the fight against cutaneous malignancies – notably those based on targeted inhibition of oncogenic driver signaling pathways and on immune checkpoint blockade – skin cancer incidence is still rising and new preventive approaches are needed. By 2030 the cost of treatment for U.S. patients with melanoma is expected to rise to $1.6 billion (Guy, Berkowitz, Holman, & Hartman, 2015). This does not even take into account the terrible morbidity and mortality associated with skin malignancies and UV pathology. The pharmacological induction of innate pigment represents an excellent candidate approach for reducing risk of melanoma and other UV-driven non-melanomatous skin cancers.
Acknowledgments:
This work was supported by the following NIH grants: R01CA131075, P30CA177558 and P30ES026529. We thank the Markey Cancer Foundation, the Melanoma Research Alliance and the DanceBlue Golden Matrix Fund for their support. This manuscript’s contents are solely the responsibility of the authors and do not necessarily represent the official views of the National Institutes of Health.
Footnotes
Ethics and integrity: The authors declare no conflicts of interest. There are no reproduced materials from other sources.
References
- Abbasi J (2020). FDA Trials Find Sunscreen Ingredients in Blood, but Risk Is Uncertain. JAMA, 323(15), 1431–1432. doi: 10.1001/jama.2020.0792 [DOI] [PubMed] [Google Scholar]
- Abdel-Malek ZA, Kadekaro AL, Kavanagh RJ, Todorovic A, Koikov LN, McNulty JC, … Knittel JJ (2006). Melanoma prevention strategy based on using tetrapeptide alpha-MSH analogs that protect human melanocytes from UV-induced DNA damage and cytotoxicity. FASEB J, 20(9), 1561–1563. doi:fj.05-5655fje [pii] [DOI] [PubMed] [Google Scholar]
- Abdel-Malek ZA, Ruwe A, Kavanagh-Starner R, Kadekaro AL, Swope V, Haskell-Luevano C, … Knittel JJ (2009). alpha-MSH tripeptide analogs activate the melanocortin 1 receptor and reduce UV-induced DNA damage in human melanocytes. Pigment Cell Melanoma Res, 22(5), 635–644. doi: 10.1111/j.1755-148X.2009.00598.x [DOI] [PubMed] [Google Scholar]
- Barnetson RS, Ooi TK, Zhuang L, Halliday GM, Reid CM, Walker PC, … Kleinig MJ (2006). [Nle4-D-Phe7]-alpha-melanocyte-stimulating hormone significantly increased pigmentation and decreased UV damage in fair-skinned Caucasian volunteers. J Invest Dermatol, 126(8), 1869–1878. [DOI] [PubMed] [Google Scholar]
- Bautista RM, Carter KM, Jarrett SG, Napier D, Wakamatsu K, Ito S, & D’Orazio JA (2020). Cutaneous pharmacologic cAMP induction induces melanization of the skin and improves recovery from ultraviolet injury in melanocortin 1 receptor-intact or heterozygous skin. Pigment Cell Melanoma Res, 33(1), 30–40. doi: 10.1111/pcmr.12817 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Baxter LL, Watkins-Chow DE, Pavan WJ, & Loftus SK (2019). A curated gene list for expanding the horizons of pigmentation biology. Pigment Cell Melanoma Res, 32(3), 348–358. doi: 10.1111/pcmr.12743 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Berson JF, Harper DC, Tenza D, Raposo G, & Marks MS (2001). Pmel17 initiates premelanosome morphogenesis within multivesicular bodies. Mol Biol Cell, 12(11), 3451–3464. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bertolotto C, Abbe P, Hemesath TJ, Bille K, Fisher DE, Ortonne JP, & Ballotti R (1998). Microphthalmia gene product as a signal transducer in cAMP-induced differentiation of melanocytes. J Cell Biol, 142(3), 827–835. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bertolotto C, Bille K, Ortonne JP, & Ballotti R (1996). Regulation of tyrosinase gene expression by cAMP in B16 melanoma cells involves two CATGTG motifs surrounding the TATA box: implication of the microphthalmia gene product. J Cell Biol, 134(3), 747–755. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Boo YC (2020). Up- or Downregulation of Melanin Synthesis Using Amino Acids, Peptides, and Their Analogs. Biomedicines, 8(9). doi: 10.3390/biomedicines8090322 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Brenner M, & Hearing VJ (2008). The protective role of melanin against UV damage in human skin. Photochem Photobiol, 84(3), 539–549. doi:PHP226 [pii] [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cardinali G, Bolasco G, Aspite N, Lucania G, Lotti LV, Torrisi MR, & Picardo M (2008). Melanosome transfer promoted by keratinocyte growth factor in light and dark skin-derived keratinocytes. J Invest Dermatol, 128(3), 558–567. [DOI] [PubMed] [Google Scholar]
- Chen S, Zhu B, Yin C, Liu W, Han C, Chen B, … Cui R (2017). Palmitoylation-dependent activation of MC1R prevents melanomagenesis. Nature, 549(7672), 399–403. doi: 10.1038/nature23887 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cui R, Widlund HR, Feige E, Lin JY, Wilensky DL, Igras VE, … Fisher DE (2007). Central role of p53 in the suntan response and pathologic hyperpigmentation. Cell, 128(5), 853–864. doi:S0092-8674(07)00185-7 [pii] [DOI] [PubMed] [Google Scholar]
- d’Ischia M, Wakamatsu K, Cicoira F, Di Mauro E, Garcia-Borron JC, Commo S, … Ito S (2015). Melanins and melanogenesis: from pigment cells to human health and technological applications. Pigment Cell Melanoma Res, 28(5), 520–544. doi: 10.1111/pcmr.12393 [DOI] [PubMed] [Google Scholar]
- d’Ischia M, Wakamatsu K, Napolitano A, Briganti S, Garcia-Borron JC, Kovacs D, … Ito S (2013). Melanins and melanogenesis: methods, standards, protocols. Pigment Cell Melanoma Res, 26(5), 616–633. doi: 10.1111/pcmr.12121 [DOI] [PubMed] [Google Scholar]
- D’Orazio JA, Nobuhisa T, Cui R, Arya M, Spry M, Wakamatsu K, … Fisher DE (2006). Topical drug rescue strategy and skin protection based on the role of Mc1r in UV-induced tanning. Nature, 443(7109), 340–344. doi:nature05098 [pii] [DOI] [PubMed] [Google Scholar]
- Del Bino S, & Bernerd F (2013). Variations in skin colour and the biological consequences of ultraviolet radiation exposure. Br J Dermatol, 169 Suppl 3, 33–40. doi: 10.1111/bjd.12529 [DOI] [PubMed] [Google Scholar]
- Del Bino S, Duval C, & Bernerd F (2018). Clinical and Biological Characterization of Skin Pigmentation Diversity and Its Consequences on UV Impact. Int J Mol Sci, 19(9). doi: 10.3390/ijms19092668 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Del Bino S, Ito S, Sok J, Nakanishi Y, Bastien P, Wakamatsu K, & Bernerd F (2015). Chemical Analysis of Constitutive Pigmentation of Human Epidermis Reveals Rather Constant Eumelanin to Pheomelanin Ratio. Pigment Cell Melanoma Res. doi: 10.1111/pcmr.12410 [DOI] [PubMed]
- Fajuyigbe D, & Young AR (2016). The impact of skin colour on human photobiological responses. Pigment Cell Melanoma Res, 29(6), 607–618. doi: 10.1111/pcmr.12511 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Fitzpatrick TB (1988). The validity and practicality of sun-reactive skin types I through VI. Arch Dermatol, 124(6), 869–871. doi: 10.1001/archderm.124.6.869 [DOI] [PubMed] [Google Scholar]
- Fitzpatrick TB, & Breathnach AS (1963). [the Epidermal Melanin Unit System]. Dermatol Wochenschr, 147, 481–489. [PubMed] [Google Scholar]
- Garcia-Borron JC, & Jimenez-Cervantes C (2018). Sticky fingers at work: Palmitoylation-dependent MC1R activation. Pigment Cell Melanoma Res, 31(2), 238–240. doi: 10.1111/pcmr.12659 [DOI] [PubMed] [Google Scholar]
- Guy GP Jr., Berkowitz Z, Holman DM, & Hartman AM (2015). Recent Changes in the Prevalence of and Factors Associated With Frequency of Indoor Tanning Among US Adults. JAMA Dermatol. doi: 10.1001/jamadermatol.2015.1568 [DOI] [PMC free article] [PubMed]
- Harding RM, Healy E, Ray AJ, Ellis NS, Flanagan N, Todd C, … Rees JL (2000). Evidence for variable selective pressures at MC1R. Am J Hum Genet, 66(4), 1351–1361. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Holder JR, Bauzo RM, Xiang Z, & Haskell-Luevano C (2002). Structure-activity relationships of the melanocortin tetrapeptide Ac-His-DPhe-Arg-Trp-NH(2) at the mouse melanocortin receptors: part 2 modifications at the Phe position. J Med Chem, 45(14), 3073–3081. doi:jm010524p [pii] [DOI] [PubMed] [Google Scholar]
- Horike N, Kumagai A, Shimono Y, Onishi T, Itoh Y, Sasaki T, … Takemori H (2010). Downregulation of SIK2 expression promotes the melanogenic program in mice. Pigment Cell Melanoma Res, 23(6), 809–819. doi:PCR760 [pii] [DOI] [PubMed] [Google Scholar]
- Hruby VJ, Sawyer TK, Yang YC, Bregman MD, Hadley ME, & Heward CB (1980). Synthesis and structure-function studies of melanocyte stimulating hormone analogues modified in the 2 and 4(7) positions: comparison of activities on frog skin melanophores and melanoma adenylate cyclase. J Med Chem, 23(12), 1432–1437. doi: 10.1021/jm00186a026 [DOI] [PubMed] [Google Scholar]
- Huang Z, & Mancini JA (2006). Phosphodiesterase 4 inhibitors for the treatment of asthma and COPD. Curr Med Chem, 13(27), 3253–3262. doi: 10.2174/092986706778773040 [DOI] [PubMed] [Google Scholar]
- Im S, Moro O, Peng F, Medrano EE, Cornelius J, Babcock G, … Abdel-Malek ZA (1998). Activation of the cyclic AMP pathway by alpha-melanotropin mediates the response of human melanocytes to ultraviolet B radiation. Cancer Res, 58(1), 47–54. [PubMed] [Google Scholar]
- Jimbow K, Gomez PF, Toyofuku K, Chang D, Miura S, Tsujiya H, & Park JS (1997). Biological role of tyrosinase related protein and its biosynthesis and transport from TGN to stage I melanosome, late endosome, through gene transfection study. Pigment Cell Res, 10(4), 206–213. [DOI] [PubMed] [Google Scholar]
- Jimbow K, Hua C, Gomez PF, Hirosaki K, Shinoda K, Salopek TG, … Yamashita T (2000). Intracellular vesicular trafficking of tyrosinase gene family protein in eu- and pheomelanosome biogenesis. Pigment Cell Res, 13 Suppl 8, 110–117. [DOI] [PubMed] [Google Scholar]
- Jimbow K, Park JS, Kato F, Hirosaki K, Toyofuku K, Hua C, & Yamashita T (2000). Assembly, target-signaling and intracellular transport of tyrosinase gene family proteins in the initial stage of melanosome biogenesis. Pigment Cell Res, 13(4), 222–229. [DOI] [PubMed] [Google Scholar]
- Jin SL, Richard FJ, Kuo WP, D’Ercole AJ, & Conti M (1999). Impaired growth and fertility of cAMP-specific phosphodiesterase PDE4D-deficient mice. Proc Natl Acad Sci U S A, 96(21), 11998–12003. doi: 10.1073/pnas.96.21.11998 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kadekaro AL, Chen J, Yang J, Chen S, Jameson J, Swope VB, … Abdel-Malek Z (2012). Alpha-melanocyte-stimulating hormone suppresses oxidative stress through a p53-mediated signaling pathway in human melanocytes. Mol Cancer Res, 10(6), 778–786. doi:1541-7786.MCR-11-0436 [pii] [DOI] [PubMed] [Google Scholar]
- Kadekaro AL, Kavanagh R, Kanto H, Terzieva S, Hauser J, Kobayashi N, … Abdel-Malek ZA (2005). alpha-Melanocortin and endothelin-1 activate antiapoptotic pathways and reduce DNA damage in human melanocytes. Cancer Res, 65(10), 4292–4299. [DOI] [PubMed] [Google Scholar]
- Khaled M, Levy C, & Fisher DE (2010). Control of melanocyte differentiation by a MITF-PDE4D3 homeostatic circuit. Genes Dev, 24(20), 2276–2281. doi:24/20/2276 [pii] [DOI] [PMC free article] [PubMed] [Google Scholar]
- Koikov L, Starner RJ, Swope VB, Upadhyay P, Hashimoto Y, Freeman KT, … Abdel-Malek ZA (2021). Development of hMC1R Selective Small Agonists for Sunless Tanning and Prevention of Genotoxicity of UV in Melanocytes. J Invest Dermatol. doi: 10.1016/j.jid.2020.11.034 [DOI] [PMC free article] [PubMed]
- Kunisada T, Lu SZ, Yoshida H, Nishikawa S, Nishikawa S, Mizoguchi M, … Longley BJ (1998). Murine cutaneous mastocytosis and epidermal melanocytosis induced by keratinocyte expression of transgenic stem cell factor. J Exp Med, 187(10), 1565–1573. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Langford KH, & Thomas KV (2008). Inputs of chemicals from recreational activities into the Norwegian coastal zone. J Environ Monit, 10(7), 894–898. doi: 10.1039/b806198j [DOI] [PubMed] [Google Scholar]
- Larson JL, Pino MV, Geiger LE, & Simeone CR (1996). The toxicity of repeated exposures to rolipram, a type IV phosphodiesterase inhibitor, in rats. Pharmacol Toxicol, 78(1), 44–49. doi: 10.1111/j.1600-0773.1996.tb00178.x [DOI] [PubMed] [Google Scholar]
- Levy C, Khaled M, & Fisher DE (2006). MITF: master regulator of melanocyte development and melanoma oncogene. Trends Mol Med, 12(9), 406–414. [DOI] [PubMed] [Google Scholar]
- Liu Y, Hong L, Wakamatsu K, Ito S, Adhyaru B, Cheng CY, … Simon J (2004). Comparison of Structural and Chemical Properties of Human Black-Hair and Red-Hair Melanosomes. Photochem Photobiol. [DOI] [PubMed]
- Matta MK, Florian J, Zusterzeel R, Pilli NR, Patel V, Volpe DA, … Strauss DG (2020). Effect of Sunscreen Application on Plasma Concentration of Sunscreen Active Ingredients: A Randomized Clinical Trial. JAMA, 323(3), 256–267. doi: 10.1001/jama.2019.20747 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mountjoy KG, Robbins LS, Mortrud MT, & Cone RD (1992). The cloning of a family of genes that encode the melanocortin receptors. Science, 257(5074), 1248–1251. [DOI] [PubMed] [Google Scholar]
- Mujahid N, Liang Y, Murakami R, Choi HG, Dobry AS, Wang J, … Fisher DE (2017). A UV-Independent Topical Small-Molecule Approach for Melanin Production in Human Skin. Cell Rep, 19(11), 2177–2184. doi: 10.1016/j.celrep.2017.05.042 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mulliken JS, Russak JE, & Rigel DS (2012). The effect of sunscreen on melanoma risk. Dermatol Clin, 30(3), 369–376. doi:S0733-8635(12)00034-4 [pii] [DOI] [PubMed] [Google Scholar]
- Nasti TH, & Timares L (2015). MC1R, Eumelanin and Pheomelanin: Their Role in Determining the Susceptibility to Skin Cancer. Photochem Photobiol, 91(1), 188–200. doi: 10.1111/php.12335 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Nordlund JJ (2007). The melanocyte and the epidermal melanin unit: an expanded concept. Dermatol Clin, 25(3), 271–281, vii. doi:S0733-8635(07)00029-0 [pii] [DOI] [PubMed] [Google Scholar]
- Oetting WS (2000). The tyrosinase gene and oculocutaneous albinism type 1 (OCA1): A model for understanding the molecular biology of melanin formation. Pigment Cell Res, 13(5), 320–325. [DOI] [PubMed] [Google Scholar]
- Pavan WJ, & Sturm RA (2019). The Genetics of Human Skin and Hair Pigmentation. Annu Rev Genomics Hum Genet, 20, 41–72. doi: 10.1146/annurev-genom-083118-015230 [DOI] [PubMed] [Google Scholar]
- Price ER, Horstmann MA, Wells AG, Weilbaecher KN, Takemoto CM, Landis MW, & Fisher DE (1998). alpha-Melanocyte-stimulating hormone signaling regulates expression of microphthalmia, a gene deficient in Waardenburg syndrome. J Biol Chem, 273(49), 33042–33047. [DOI] [PubMed] [Google Scholar]
- Prota G (2000). Melanins, melanogenesis and melanocytes: looking at their functional significance from the chemist’s viewpoint. Pigment Cell Res, 13(4), 283–293. [DOI] [PubMed] [Google Scholar]
- Qanbar R, & Bouvier M (2003). Role of palmitoylation/depalmitoylation reactions in G-protein-coupled receptor function. Pharmacol Ther, 97(1), 1–33. doi: 10.1016/s0163-7258(02)00300-5 [DOI] [PubMed] [Google Scholar]
- Raffa RB, Pergolizzi JV Jr., Taylor R Jr., Kitzen JM, & Group NR (2019). Sunscreen bans: Coral reefs and skin cancer. J Clin Pharm Ther, 44(1), 134–139. doi: 10.1111/jcpt.12778 [DOI] [PubMed] [Google Scholar]
- Rodriguez-Acevedo AJ, Green AC, Sinclair C, van Deventer E, & Gordon LG (2020). Indoor tanning prevalence after the International Agency for Research on Cancer statement on carcinogenicity of artificial tanning devices: systematic review and meta-analysis. Br J Dermatol, 182(4), 849–859. doi: 10.1111/bjd.18412 [DOI] [PubMed] [Google Scholar]
- Ruwe AR, Koikov L, Abdel-Malek Z, Haskell-Luevano C, Dirain ML, Portillo F, … Knittel JJ (2009). Semi-rigid tripeptide agonists of melanocortin receptors. Bioorg Med Chem Lett, 19(17), 5176–5181. doi:S0960-894X(09)00970-6 [pii] [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sawyer TK, Hruby VJ, Darman PS, & Hadley ME (1982). [half-Cys4,half-Cys10]-alpha-Melanocyte-stimulating hormone: a cyclic alpha-melanotropin exhibiting superagonist biological activity. Proc Natl Acad Sci U S A, 79(6), 1751–1755. doi: 10.1073/pnas.79.6.1751 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Schulman JM, & Fisher DE (2009). Indoor ultraviolet tanning and skin cancer: health risks and opportunities. Curr Opin Oncol, 21(2), 144–149. doi: 10.1097/CCO.0b013e3283252fc5 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Scott TL, Christian PA, Kesler MV, Donohue KM, Shelton B, Wakamatsu K, … D’Orazio J (2012). Pigment-independent cAMP-mediated epidermal thickening protects against cutaneous UV injury by keratinocyte proliferation. Exp Dermatol, 21(10), 771–777. doi: 10.1111/exd.12012 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Shirley MD, Tang H, Gallione CJ, Baugher JD, Frelin LP, Cohen B, … Pevsner J (2013). Sturge-Weber syndrome and port-wine stains caused by somatic mutation in GNAQ. N Engl J Med, 368(21), 1971–1979. doi: 10.1056/NEJMoa1213507 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Singh SK, Kurfurst R, Nizard C, Schnebert S, Perrier E, & Tobin DJ (2010). Melanin transfer in human skin cells is mediated by filopodia--a model for homotypic and heterotypic lysosome-related organelle transfer. FASEB J, 24(10), 3756–3769. doi: 10.1096/fj.10-159046 [DOI] [PubMed] [Google Scholar]
- Song X, Mosby N, Yang J, Xu A, Abdel-Malek Z, & Kadekaro AL (2009). alpha-MSH activates immediate defense responses to UV-induced oxidative stress in human melanocytes. Pigment Cell Melanoma Res, 22(6), 809–818. doi:PCR615 [pii] [DOI] [PubMed] [Google Scholar]
- Sundberg TB, Choi HG, Song JH, Russell CN, Hussain MM, Graham DB, … Shamji AF (2014). Small-molecule screening identifies inhibition of salt-inducible kinases as a therapeutic strategy to enhance immunoregulatory functions of dendritic cells. Proc Natl Acad Sci U S A, 111(34), 12468–12473. doi: 10.1073/pnas.1412308111 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Swope VB, Jameson JA, McFarland KL, Supp DM, Miller WE, McGraw DW, … Abdel-Malek ZA (2012). Defining MC1R Regulation in Human Melanocytes by Its Agonist alpha-Melanocortin and Antagonists Agouti Signaling Protein and beta-Defensin 3. J Invest Dermatol, 132(9), 2255–2262. doi:jid2012135 [pii] [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tadokoro T, Kobayashi N, Zmudzka BZ, Ito S, Wakamatsu K, Yamaguchi Y, … Hearing VJ (2003). UV-induced DNA damage and melanin content in human skin differing in racial/ethnic origin. FASEB J, 17(9), 1177–1179. [DOI] [PubMed] [Google Scholar]
- Tadokoro T, Yamaguchi Y, Batzer J, Coelho SG, Zmudzka BZ, Miller SA, … Hearing VJ (2005). Mechanisms of skin tanning in different racial/ethnic groups in response to ultraviolet radiation. J Invest Dermatol, 124(6), 1326–1332. [DOI] [PubMed] [Google Scholar]
- Valverde P, Healy E, Jackson I, Rees JL, & Thody AJ (1995). Variants of the melanocyte-stimulating hormone receptor gene are associated with red hair and fair skin in humans. Nat Genet, 11(3), 328–330. doi: 10.1038/ng1195-328 [DOI] [PubMed] [Google Scholar]
- Valverde P, Healy E, Sikkink S, Haldane F, Thody AJ, Carothers A, … Rees JL (1996). The Asp84Glu variant of the melanocortin 1 receptor (MC1R) is associated with melanoma. Hum Mol Genet, 5(10), 1663–1666. [DOI] [PubMed] [Google Scholar]
- Van Raamsdonk CD, Barsh GS, Wakamatsu K, & Ito S (2009). Independent regulation of hair and skin color by two G protein-coupled pathways. Pigment Cell Melanoma Res, 22(6), 819–826. doi:PCR609 [pii] [DOI] [PubMed] [Google Scholar]
- Vincensi MR, d’Ischia M, Napolitano A, Procaccini EM, Riccio G, Monfrecola G, … Prota G (1998). Phaeomelanin versus eumelanin as a chemical indicator of ultraviolet sensitivity in fair-skinned subjects at high risk for melanoma: a pilot study. Melanoma Res, 8(1), 53–58. [DOI] [PubMed] [Google Scholar]
- Wehner MR (2018). Sunscreen and melanoma prevention: evidence and expectations. Br J Dermatol, 178(1), 15–16. doi: 10.1111/bjd.16111 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wein MN, Foretz M, Fisher DE, Xavier RJ, & Kronenberg HM (2018). Salt-Inducible Kinases: Physiology, Regulation by cAMP, and Therapeutic Potential. Trends Endocrinol Metab, 29(10), 723–735. doi: 10.1016/j.tem.2018.08.004 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Weinstock MA (1999). Do sunscreens increase or decrease melanoma risk: an epidemiologic evaluation. J Investig Dermatol Symp Proc, 4(1), 97–100. [DOI] [PubMed] [Google Scholar]
- Zhou D, Ota K, Nardin C, Feldman M, Widman A, Wind O, … Zippin JH (2018). Mammalian pigmentation is regulated by a distinct cAMP-dependent mechanism that controls melanosome pH. Sci Signal, 11(555). doi: 10.1126/scisignal.aau7987 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhou Y, Mowlazadeh Haghighi S, Zoi I, Sawyer JR, Hruby VJ, & Cai M (2017). Design of MC1R Selective gamma-MSH Analogues with Canonical Amino Acids Leads to Potency and Pigmentation. J Med Chem, 60(22), 9320–9329. doi: 10.1021/acs.jmedchem.7b01295 [DOI] [PMC free article] [PubMed] [Google Scholar]