1
|
Quantitative sensory testing response patterns to capsaicin- and ultraviolet-B-induced local skin hypersensitization in healthy subjects: a machine-learned analysis. Pain 2019; 159:11-24. [PMID: 28700537 PMCID: PMC5737455 DOI: 10.1097/j.pain.0000000000001008] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
The comprehensive assessment of pain-related human phenotypes requires combinations of nociceptive measures that produce complex high-dimensional data, posing challenges to bioinformatic analysis. In this study, we assessed established experimental models of heat hyperalgesia of the skin, consisting of local ultraviolet-B (UV-B) irradiation or capsaicin application, in 82 healthy subjects using a variety of noxious stimuli. We extended the original heat stimulation by applying cold and mechanical stimuli and assessing the hypersensitization effects with a clinically established quantitative sensory testing (QST) battery (German Research Network on Neuropathic Pain). This study provided a 246 × 10-sized data matrix (82 subjects assessed at baseline, following UV-B application, and following capsaicin application) with respect to 10 QST parameters, which we analyzed using machine-learning techniques. We observed statistically significant effects of the hypersensitization treatments in 9 different QST parameters. Supervised machine-learned analysis implemented as random forests followed by ABC analysis pointed to heat pain thresholds as the most relevantly affected QST parameter. However, decision tree analysis indicated that UV-B additionally modulated sensitivity to cold. Unsupervised machine-learning techniques, implemented as emergent self-organizing maps, hinted at subgroups responding to topical application of capsaicin. The distinction among subgroups was based on sensitivity to pressure pain, which could be attributed to sex differences, with women being more sensitive than men. Thus, while UV-B and capsaicin share a major component of heat pain sensitization, they differ in their effects on QST parameter patterns in healthy subjects, suggesting a lack of redundancy between these models.
Collapse
|
2
|
Theocharis SE, Margeli AP, Koutselinis A. Metallothionein: A Multifunctional Protein from Toxicity to Cancer. Int J Biol Markers 2018; 18:162-9. [PMID: 14535585 DOI: 10.1177/172460080301800302] [Citation(s) in RCA: 57] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
The metallothionein (MT) family is a class of low molecular weight, intracellular and cysteine-rich proteins presenting high affinity for metal ions. Although the members of this family were discovered nearly 40 years ago, their functional significance remains obscure. Four major MT isoforms, MT-1, MT-2, MT-3 and MT-4, have been identified in mammals. MTs are involved in many pathophysiological processes such as metal ion homeostasis and detoxification, protection against oxidative damage, cell proliferation and apoptosis, chemoresistance and radiotherapy resistance. MT isoforms have been shown to be involved in several aspects of the carcinogenic process, cancer development and progression. MT expression has been implicated as a transient response to any form of stress or injury providing cytoprotective action. Although MT participates in the carcinogenic process, its use as a potential marker of tumor differentiation or cell proliferation, or as a predictor of poor prognosis remains unclear. In the present review the involvement of MT in defense mechanisms to toxicity and in carcinogenicity is discussed.
Collapse
Affiliation(s)
- S E Theocharis
- Department of Forensic Medicine and Toxicology, Medical School, University of Athens, Greece.
| | | | | |
Collapse
|
3
|
Ochiai Y, Kaburagi S, Okano Y, Masaki H, Ichihashi M, Funasaka Y, Sakurai H. A Zn(II)–glycine complex suppresses UVB-induced melanin production by stimulating metallothionein expression. Int J Cosmet Sci 2008; 30:105-12. [DOI: 10.1111/j.1468-2494.2007.00423.x] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
|
4
|
Masaki H, Ochiai Y, Okano Y, Yagami A, Akamatsu H, Matsunaga K, Sakurai H, Suzuki K. A zinc(II)–glycine complex is an effective inducer of metallothionein and removes oxidative stress. J Dermatol Sci 2007; 45:73-5. [PMID: 17045783 DOI: 10.1016/j.jdermsci.2006.08.009] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2006] [Revised: 07/24/2006] [Accepted: 08/19/2006] [Indexed: 11/17/2022]
|
5
|
Youn CS, Kwon OS, Hwang EJ, Jo SJ, Lee MJ, Lee HS, Chung JH. The effects of heating and cooling on ultraviolet radiation-induced erythema and pigmentation in human skin. PHOTODERMATOLOGY PHOTOIMMUNOLOGY & PHOTOMEDICINE 2005; 21:198-203. [PMID: 15998368 DOI: 10.1111/j.1600-0781.2005.00161.x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
BACKGROUND/PURPOSE As most biochemical systems are affected by temperature, thermal changes before or after ultraviolet (UV) irradiation could influence skin vascular blood flow changes and inflammatory responses. In this study, our aim was to investigate the influence of thermal changes on UV-induced acute skin reactions, namely, erythema and pigmentation. METHODS Our volunteers consisted of 10 males, with ages ranging from 22 to 24 years and with Fitzpatrick's skin type III or IV. Skin temperatures were changed with a 45 degrees C heating pad or by ice pack application before or after UV irradiation (control, 1 minimal erythema dose (MED), 2 MED) and then changes in erythema and pigmentation were measured by a Minolta Spectrophotometer CM-2002. RESULTS The present study demonstrates that both heating and cooling increase skin erythema and reduce pigmentation, and that the timing of heating and cooling influences the UV-induced skin reaction. Pre-heating and post-cooling groups showed more UV-induced erythema than the post-heating and pre-cooling groups, respectively. CONCLUSION Our results indicate that alteration of skin surface temperature could modulate UV-induced erythema and pigmentation responses.
Collapse
Affiliation(s)
- Choon Shik Youn
- Department of Dermatology, Seoul National University College of Medicine, Seoul, Korea
| | | | | | | | | | | | | |
Collapse
|
6
|
Wang WH, Li LF, Zhang BX, Lu XY. Metallothionein-null mice exhibit reduced tolerance to ultraviolet B injury in vivo. Clin Exp Dermatol 2004; 29:57-61. [PMID: 14723724 DOI: 10.1111/j.1365-2230.2004.01424.x] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Events that induce expression of the metallothionein (MT) gene, such as injection of cadmium chloride, cold stress or topical application of 1,25-dihydroxyvitamin D3, can deplete the number of ultraviolet (UV) B-induced sunburn cells (SBC) in mouse skin in vivo. MT-null mouse skin explants exhibit reduced tolerance to UVB injury in vitro. However, the in vivo response of MT-null mice to UVB injury has not been investigated. In the present study, we investigated the role of the MT gene on UVB injury in vivo. MT-null mice that are deficient in MT-I and MT-II genes were studied and compared with homozygous wild-type mice. Mouse dorsal skin was irradiated with 0.05, 0.70 and 1.40 J/cm2 UVB. The thickness of the dorsal skin was measured with a spring micrometer before and 24 h after UVB irradiation. In addition, SBC were counted 24 h after UVB irradiation. No significant difference was found in the change of skin thickness between MT-null mice and control mice irradiated with low-dose UVB (0.05 J/cm2) (Student's t-test, t = 1.519, P = 0.167). At higher doses (0.70 and 1.40 J/cm2), the skin of MT-null mice became much thicker than that of control mice (Student's t-test, t = 6.576, P < 0.01 and t = 3.142, P = 0.007, respectively). More SBC were detected in MT-null mice skin irradiated with the highest dose of UVB (1.40 J/cm2) (Student's t-test, t = 4.258, P < 0.01). These results suggest that the MT gene in mice has a photoprotective role in vivo.
Collapse
Affiliation(s)
- W-H Wang
- Department of Dermatology, Peking University Third Hospital, 49 North Garden Road, Haidian District, Beijing 100083, China
| | | | | | | |
Collapse
|
7
|
Sonna LA, Fujita J, Gaffin SL, Lilly CM. Invited review: Effects of heat and cold stress on mammalian gene expression. J Appl Physiol (1985) 2002; 92:1725-42. [PMID: 11896043 DOI: 10.1152/japplphysiol.01143.2001] [Citation(s) in RCA: 413] [Impact Index Per Article: 18.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
This review examines the effects of thermal stress on gene expression, with special emphasis on changes in the expression of genes other than heat shock proteins (HSPs). There are approximately 50 genes not traditionally considered to be HSPs that have been shown, by conventional techniques, to change expression as a result of heat stress, and there are <20 genes (including HSPs) that have been shown to be affected by cold. These numbers will likely become much larger as gene chip array and proteomic technologies are applied to the study of the cell stress response. Several mechanisms have been identified by which gene expression may be altered by heat and cold stress. The similarities and differences between the cellular responses to heat and cold may yield key insights into how cells, and by extension tissues and organisms, survive and adapt to stress.
Collapse
Affiliation(s)
- Larry A Sonna
- Thermal and Mountain Medicine Division, United States Army Research Institute of Environmental Medicine, Natick, Massachusetts 01760, USA.
| | | | | | | |
Collapse
|
8
|
Reeve VE, Nishimura N, Bosnic M, Michalska AE, Choo KH. Lack of metallothionein-I and -II exacerbates the immunosuppressive effect of ultraviolet B radiation and cis-urocanic acid in mice. Immunology 2000; 100:399-404. [PMID: 10929064 PMCID: PMC2327026 DOI: 10.1046/j.1365-2567.2000.00026.x] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
The effect of a null mutation for the metallothionein (MT)-I and -II isoforms in mice on the immunosuppressive action of ultraviolet B (UVB; 280-320 nm) radiation has been examined. Mice were exposed to a series of increasing daily UVB doses, each dose administered to the dorsum on 3 consecutive days. Erythema was assessed, and measured as its oedema component by the post-irradiation dorsal skinfold thickness, but there was no effect of the null mutation (MT-/-) observed after 3 x 3.4 kJ/m2 of UVB radiation. Immune function was assessed by the contact hypersensitivity (CHS) response, which was initiated by sensitization on unirradiated abdominal skin, and thus demonstrated the systemic effects of dorsal treatments. In comparison with the wild-type MT+/+ mouse, the MT-/- mouse was significantly more immunosuppressed by moderate daily UVB doses (1. 75-5.9 kJ/m2). When topically applied cis-urocanic acid (cis-UCA) replaced UVB radiation as the immunosuppressive agent, contact hypersensitivity in MT-/- mice was again markedly more suppressed than in MT+/+ mice, in a dose-responsive manner. The results infer that MT, which was shown immunohistochemically to be strongly induced in the epidermis of MT+/+ mice, but to be absent in MT-/- epidermis, has the potential to protect from photoimmunosuppression, and that the mechanism of action may be via the inactivation of the epidermal UVB-photoproduct, cis-UCA.
Collapse
Affiliation(s)
- V E Reeve
- Department of Veterinary Anatomy and Pathology, University of Sydney, New South Wales, Australia
| | | | | | | | | |
Collapse
|
9
|
Parat MO, Richard MJ, Meplan C, Favier A, Béani JC. Impairment of cultured cell proliferation and metallothionein expression by metal chelator NNN'N'-tetrakis-(2-pyridylmethyl)ethylene diamine. Biol Trace Elem Res 1999; 70:51-68. [PMID: 10493184 DOI: 10.1007/bf02783849] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Metallothioneins (MT) are a family of intracellular, cysteine-rich, zinc-binding proteins. Their expression is constitutive but can also be induced at the transcriptional level by various stimuli. In this study, we exposed HaCaT human keratinocytes to excess zinc (ZnCl2) or to zinc deprivation by the diffusible chelator NNN'N'-tetrakis(2-pyridylmethyl)ethylene diamine (TPEN), and to ultraviolet B (UVB) irradiation. We examined both cell proliferation and MT expression. Cell proliferation was maximally stimulated by 100 microM Zn2+ supply and was markedly inhibited by zinc deprivation or UVB irradiation. Zinc and UVB irradiation both increased MTI and/or MTII as detected by immunocytochemistry and enhanced the baseline level of MT-IIA mRNA, whereas TPEN treatment inhibited MT basal expression. Zinc partially prevented the concentration-dependent, UVB-induced decrease in cell proliferation. On the other hand, TPEN partially prevented the UVB-induced increase in MTIIA mRNA. These results suggest that zinc is involved in defense mechanisms of skin keratinocytes and in their stress-induced response.
Collapse
Affiliation(s)
- M O Parat
- Groupe de Recherche sur les Pathologies Oxydatives, CHU Albert Michallon, Grenoble, France
| | | | | | | | | |
Collapse
|
10
|
Cai L, Satoh M, Tohyama C, Cherian MG. Metallothionein in radiation exposure: its induction and protective role. Toxicology 1999; 132:85-98. [PMID: 10433372 DOI: 10.1016/s0300-483x(98)00150-4] [Citation(s) in RCA: 149] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
Since its discovery about 40 years ago, there has been a wide interdisciplinary research interest in metallothionein (MT) on its physiological and toxicological aspects. Functionally, MT is involved not only in metal detoxification and homeostasis, but also in scavenging free radicals during oxidative damage. Among over 4500 publications which can be retrieved by Medline search, only about 50 reports have been published on the relationship of MT with ionizing and UV radiation. In this review, we have evaluated critically the published data on the induced synthesis of MT by radiation, and the potential functions of MT in radiation induced cell damage. MT mRNA expression or MT synthesis was found to be induced by exposure of cells in vitro or tissues in vivo to ionizing or UV radiation. In most of the studies in animals and tissue cultures, high doses of ionizing radiation were used to induce MT, and, therefore, it is difficult to extrapolate these results to low level of repeated exposures to radiation in humans. Induced synthesis of MT is considered as one of the mechanisms involved in the adaptive response to low dose radiation exposure. The presence of MT in normal cells may provide protective effects from radiation-induced genotoxicity and cytotoxicity. However, in tumor cells, the presence of MT can result in drug and radiation resistance as well. These effects are modulated by other cellular factors, besides MT, such as antioxidants, and by the cell cycle stages in cell proliferation and differentiation.
Collapse
Affiliation(s)
- L Cai
- Department of Pathology, The University of Western Ontario, London, Canada
| | | | | | | |
Collapse
|
11
|
Hanada K, Tamai K, Sawamura D, Hashimoto I, Muramatsu T. Dynamic changes in intracellular location of metallothionein in rat keratinocytes after ultraviolet-B irradiation. J Invest Dermatol 1998; 110:98-100. [PMID: 9424099 DOI: 10.1046/j.1523-1747.1998.00076.x] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
|