1
|
Liu B, Li J, Ma X, Liu S, Yu Y. Tracing the influence of seasonal variation on bioaccumulation and trophodynamics of phthalate esters (PAEs) in marine food web: A case study in Bohai Bay, North China. MARINE POLLUTION BULLETIN 2025; 216:118051. [PMID: 40286415 DOI: 10.1016/j.marpolbul.2025.118051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/21/2025] [Revised: 04/23/2025] [Accepted: 04/24/2025] [Indexed: 04/29/2025]
Abstract
The ubiquity of phthalate esters (PAEs) leads to public concerns about the safety of seafood consumption. However, their bioaccumulation and trophodynamics in marine food webs remain unclear, especially in different seasons. Herein, we collected 18 species (n = 135) in summer and 17 species (n = 146) in winter from Bohai Bay (BHB). ∑6PAEs in organisms in summer were significantly higher than those in winter. Di-(2-ethylhexyl) phthalate (DEHP) was the predominant PAE with a mean of 1112 ng·g-1 lipid weight (lw) and 375 ng·g-1 lw in summer and winter, respectively. The bioaccumulation factors (BAFs) and biota-sediment accumulation factors (BSAFs) of DEHP in summer were significantly higher than those in winter. A parabolic relationship was found between log Kow and log BAFlw or BSAFlw of PAEs. Food webs in two seasons were constructed based on the δ15N of each organism. Except for diethyl phthalate (DEP), other PAEs underwent biodilution and the biodilution of these PAEs was more obvious in summer compared to winter. Non-carcinogenic risks of 6 PAEs were negligible, but DEHP could pose incremental lifetime carcinogenic risks in some marine samples, especially in summer. This study provides insights into the seasonal variation of bioaccumulation and trophodynamics of PAEs.
Collapse
Affiliation(s)
- Baolin Liu
- College of Chemistry, Changchun Normal University, Changchun 130032, China; Institute of Innovation Science and Technology, Changchun Normal University, Changchun 130032, China
| | - Junjie Li
- College of Chemistry, Changchun Normal University, Changchun 130032, China
| | - Xinyu Ma
- College of Chemistry, Changchun Normal University, Changchun 130032, China
| | - Sixu Liu
- College of Chemistry, Changchun Normal University, Changchun 130032, China
| | - Yong Yu
- Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun 130102, China.
| |
Collapse
|
2
|
Rana P, Pathania D, Gaur P, Patel SK, Bajpai M, Singh NT, Pandey R, Shukla SV, Pant AB, Ray RS, Dwivedi A. Regulatory frameworks for fragrance safety in cosmetics: a global overview. Toxicol Res 2025; 41:199-220. [PMID: 40291114 PMCID: PMC12021755 DOI: 10.1007/s43188-025-00283-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2024] [Revised: 12/21/2024] [Accepted: 02/02/2025] [Indexed: 04/30/2025] Open
Abstract
Fragrances play a crucial role in cosmetic products, influencing consumer preferences and enriching sensory experiences. However, making sure these products are safe, especially concerning natural and synthetic fragrances, requires robust regulatory frameworks. This review offers a global perspective on the regulatory systems governing the safety of fragrances. It begins by examining the fundamental differences between natural and synthetic fragrances, highlighting their origins and unique safety considerations. Natural fragrances, sourced from botanicals like essential oils, have a long history of human exposure. Synthetic fragrances, on the other hand, are artificially manufactured compounds that often lack sufficient safety data, thereby requiring strict regulation. Various countries have developed safety guidelines to address concerns such as skin sensitization, allergies, and health risks associated with fragrance use. This article provides a comprehensive analysis of these global regulatory frameworks, emphasizing both commonalities and disparities in safety standards for natural and synthetic fragrances. It also discusses ongoing efforts to harmonize regulations and improve fragrance safety in cosmetics. By offering this in-depth overview of regulatory approaches, the article serves as a valuable resource for cosmetics industry professionals. It provides insights into the evolving landscape of cosmetics regulations worldwide, aiding stakeholders in navigating the complexities of natural and synthetic fragrance safety and ultimately safeguarding consumer well-being. Graphical Abstract
Collapse
Affiliation(s)
- Priyanka Rana
- Photobiology Laboratory, Drug and Chemical Toxicology Group, FEST Division, CSIR-Indian Institute of Toxicology Research, Vishvigyan Bhawan, 31, Mahatma Gandhi Marg, Qaisar Bagh, Lucknow, 226001 Uttar Pradesh India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, Uttar Pradesh 201002 India
| | - Diksha Pathania
- Photobiology Laboratory, Drug and Chemical Toxicology Group, FEST Division, CSIR-Indian Institute of Toxicology Research, Vishvigyan Bhawan, 31, Mahatma Gandhi Marg, Qaisar Bagh, Lucknow, 226001 Uttar Pradesh India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, Uttar Pradesh 201002 India
| | - Prakriti Gaur
- Photobiology Laboratory, Drug and Chemical Toxicology Group, FEST Division, CSIR-Indian Institute of Toxicology Research, Vishvigyan Bhawan, 31, Mahatma Gandhi Marg, Qaisar Bagh, Lucknow, 226001 Uttar Pradesh India
| | - Sunil Kumar Patel
- Photobiology Laboratory, Drug and Chemical Toxicology Group, FEST Division, CSIR-Indian Institute of Toxicology Research, Vishvigyan Bhawan, 31, Mahatma Gandhi Marg, Qaisar Bagh, Lucknow, 226001 Uttar Pradesh India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, Uttar Pradesh 201002 India
| | - Medha Bajpai
- Photobiology Laboratory, Drug and Chemical Toxicology Group, FEST Division, CSIR-Indian Institute of Toxicology Research, Vishvigyan Bhawan, 31, Mahatma Gandhi Marg, Qaisar Bagh, Lucknow, 226001 Uttar Pradesh India
| | - Neera Tewari Singh
- Department of Pharmacology and Toxicology, Michigan State University, East Lansing, MI USA
| | - Ruchi Pandey
- Fragrance & Flavour Development Centre (FFDC), G.T Road, Makarand Nagar, Kannauj-209726, Uttar Pradesh India
| | - Shakti Vinay Shukla
- Fragrance & Flavour Development Centre (FFDC), G.T Road, Makarand Nagar, Kannauj-209726, Uttar Pradesh India
| | - Aditya Bhushan Pant
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, Uttar Pradesh 201002 India
- Food Drug & Chemical Environment and Systems Toxicology (FEST), CSIR-Indian Institute of Toxicology Research, Vishvigyan Bhawan, 31, Mahatma Gandhi Marg, Qaisar Bagh, Lucknow-2260011, Uttar Pradesh India
| | - Ratan Singh Ray
- Photobiology Laboratory, Drug and Chemical Toxicology Group, FEST Division, CSIR-Indian Institute of Toxicology Research, Vishvigyan Bhawan, 31, Mahatma Gandhi Marg, Qaisar Bagh, Lucknow, 226001 Uttar Pradesh India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, Uttar Pradesh 201002 India
| | - Ashish Dwivedi
- Photobiology Laboratory, Drug and Chemical Toxicology Group, FEST Division, CSIR-Indian Institute of Toxicology Research, Vishvigyan Bhawan, 31, Mahatma Gandhi Marg, Qaisar Bagh, Lucknow, 226001 Uttar Pradesh India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, Uttar Pradesh 201002 India
| |
Collapse
|
3
|
Cui Z, Shi C, Zha L, Liu J, Guo Y, Li X, Zhang E, Yin Z. Phthalates in the environment of China: A scoping review of distribution, anthropogenic impact, and degradation based on meta-analysis. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2025; 289:117659. [PMID: 39778321 DOI: 10.1016/j.ecoenv.2024.117659] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/09/2024] [Revised: 12/12/2024] [Accepted: 12/30/2024] [Indexed: 01/11/2025]
Abstract
Phthalates (PAEs) are a group of endocrine-disrupting environmental chemicals (EEDs) that pose significant risks to human health. PAEs are widespread in various environmental media, including air, dust, water, and soil, and are subject to both horizontal and vertical migration. Human activities significantly influence the distribution of PAEs, yet current research on this relationship remains limited. In this study, we first describe the hot issues of PAEs in the environment through bibliometrics, and then review published related studies. We outline the global distribution of PAEs in different media and conducted a comparative analysis of their composition. Principal component analysis (PCA) revealed PAEs differences in environmental mediums and geographic locations. Correlation analysis between PAEs composition and human activities in China further demonstrated that PAE concentrations were closely linked to agricultural and industrial activities. We also discussed the biodegradation and abiotic degradation of PAEs, finding that bacteria play a crucial role in their degradation in soil. This study aims to assess the distribution, transfer, impact, and degradation of PAEs, providing insights for the prevention and remediation of PAE pollution.
Collapse
Affiliation(s)
- Zhigang Cui
- School of Nursing, China Medical University, Shenyang 110122, PR China
| | - Ce Shi
- School of Stomatology, China Medical University, Shenyang 110002, PR China
| | - Lanting Zha
- Department of Epidemiology, School of Public Health, China Medical University, Shenyang 110122, PR China
| | - Jiaman Liu
- Department of Epidemiology, School of Public Health, China Medical University, Shenyang 110122, PR China
| | - Yinchu Guo
- Department of Epidemiology, School of Public Health, China Medical University, Shenyang 110122, PR China
| | - Xiaohan Li
- School of Nursing, China Medical University, Shenyang 110122, PR China.
| | - Enjiao Zhang
- Department of Oromaxillofacial-Head and Neck Surgery, School and Hospital of Stomatology, China Medical University, PR China.
| | - Zhihua Yin
- Department of Epidemiology, School of Public Health, China Medical University, Shenyang 110122, PR China.
| |
Collapse
|
4
|
Aldegunde-Louzao N, Lolo-Aira M, Herrero-Latorre C. Phthalate Esters in Different Types of Cosmetic Products: A Five-Year Quality Control Survey. Molecules 2024; 29:4823. [PMID: 39459192 PMCID: PMC11510284 DOI: 10.3390/molecules29204823] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2024] [Revised: 10/04/2024] [Accepted: 10/08/2024] [Indexed: 10/28/2024] Open
Abstract
Phthalate esters are commonly included in the formulations of cosmetics and related products in order to retain fragrance, enhance flexibility (i.e., by acting as plasticizers), facilitate the dissolution and dispersion of other ingredients, and improve the overall texture and sensory experience of the products. This study aimed to assess the presence and concentrations of phthalates in cosmetics by analyzing a comprehensive set of samples collected over a period of five years (2016-2020). The concentrations of nine different phthalate esters (BBP, DEHP, DNOP, DPP, DBP, DIPP, DMEP, DMP and PIPP) in 1110 cosmetics samples from France and Spain were determined by gas chromatography-mass spectrometry. The samples were included in five categories: soaps and shampoos; hand and body creams; lip gloss and lipsticks; nail polish; and facial makeup and skincare products. Some of the samples (4.86%) contained at least one phthalate at concentrations above the threshold limit (1 µg mL-1). Variable concentrations of different phthalates were determined in the 54 positive samples identified. DEHP was the most frequently detected phthalate, followed by DBP. The findings revealed different profiles according to the different categories of cosmetics and the phthalates detected in each. The results were critically compared with those obtained in various previous studies.
Collapse
Affiliation(s)
- Natalia Aldegunde-Louzao
- Aquatic One Health Research Center (ARCUS), Analytical Chemistry Nutrition and Bromatology Department, Faculty of Sciences, Universidade de Santiago de Compostela, Campus Terra, 27002 Lugo, Spain;
| | - Manuel Lolo-Aira
- Applied Mass Spectrometry Laboratory (AMSlab), Rúa do Vidro, 117D, 27003 Lugo, Spain;
| | - Carlos Herrero-Latorre
- Aquatic One Health Research Center (ARCUS), Analytical Chemistry Nutrition and Bromatology Department, Faculty of Sciences, Universidade de Santiago de Compostela, Campus Terra, 27002 Lugo, Spain;
| |
Collapse
|
5
|
Chen LB, Gao CJ, Zhang Y, Shen HY, Lu XY, Huang C, Dai X, Ye J, Jia X, Wu K, Yang G, Xiao H, Ma WL. Phthalate Acid Esters (PAEs) in Indoor Dust from Decoration Material Stores: Occurrence, Sources, and Health Risks. TOXICS 2024; 12:505. [PMID: 39058157 PMCID: PMC11280923 DOI: 10.3390/toxics12070505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/20/2024] [Revised: 07/04/2024] [Accepted: 07/11/2024] [Indexed: 07/28/2024]
Abstract
Phthalate acid esters (PAEs) are one of the most widely used plasticizers globally, extensively employed in various decoration materials. However, studies on the impact of these materials on indoor environmental PAE pollution and their effects on human health are limited. In this study, forty dust samples were collected from four types of stores specializing in decoration materials (flooring, furniture boards, wall coverings, and household articles). The levels, sources, exposure doses, and potential health risks of PAEs in dust from decoration material stores were assessed. The total concentrations of Σ9PAE (the sum of nine PAEs) in dust from all decoration-material stores ranged from 46,100 ng/g to 695,000 ng/g, with a median concentration of 146,000 ng/g. DMP, DEP, DBP, and DEHP were identified as the predominant components. Among all stores, furniture board stores exhibited the highest Σ9PAE (159,000 ng/g, median value), while flooring stores exhibited the lowest (95,300 ng/g). Principal component analysis (PCA) showed that decoration materials are important sources of PAEs in the indoor environment. The estimated daily intakes of PAEs through non-dietary dust ingestion and dermal-absorption pathways among staff in various decoration-material stores were 60.0 and 0.470 ng/kg-bw/day (flooring stores), 113 and 0.780 ng/kg-bw/day (furniture board stores), 102 and 0.510 ng/kg-bw/day (wall covering stores), and 114 and 0.710 ng/kg-bw/day (household article stores). Particularly, staff in wall-covering and furniture-board stores exhibited relatively higher exposure doses of DEHP. Risk assessment indicated that although certain PAEs posed potential health risks, the exposure levels for staff in decoration material stores were within acceptable limits. However, staff in wall covering stores exhibited relatively higher risks, necessitating targeted risk-management strategies. This study provides new insights into understanding the risk associated with PAEs in indoor environments.
Collapse
Affiliation(s)
- Li-Bo Chen
- College of Biological & Environmental Science, Zhejiang Wanli University, Ningbo 315100, China; (L.-B.C.); (Y.Z.); (H.-Y.S.); (X.-Y.L.); (C.H.); (X.D.); (J.Y.); (G.Y.)
| | - Chong-Jing Gao
- College of Biological & Environmental Science, Zhejiang Wanli University, Ningbo 315100, China; (L.-B.C.); (Y.Z.); (H.-Y.S.); (X.-Y.L.); (C.H.); (X.D.); (J.Y.); (G.Y.)
- State Key Laboratory of Urban Water Resource and Environment, Harbin Institute of Technology, Harbin 150090, China
| | - Ying Zhang
- College of Biological & Environmental Science, Zhejiang Wanli University, Ningbo 315100, China; (L.-B.C.); (Y.Z.); (H.-Y.S.); (X.-Y.L.); (C.H.); (X.D.); (J.Y.); (G.Y.)
| | - Hao-Yang Shen
- College of Biological & Environmental Science, Zhejiang Wanli University, Ningbo 315100, China; (L.-B.C.); (Y.Z.); (H.-Y.S.); (X.-Y.L.); (C.H.); (X.D.); (J.Y.); (G.Y.)
| | - Xin-Yu Lu
- College of Biological & Environmental Science, Zhejiang Wanli University, Ningbo 315100, China; (L.-B.C.); (Y.Z.); (H.-Y.S.); (X.-Y.L.); (C.H.); (X.D.); (J.Y.); (G.Y.)
| | - Cenyan Huang
- College of Biological & Environmental Science, Zhejiang Wanli University, Ningbo 315100, China; (L.-B.C.); (Y.Z.); (H.-Y.S.); (X.-Y.L.); (C.H.); (X.D.); (J.Y.); (G.Y.)
| | - Xiaorong Dai
- College of Biological & Environmental Science, Zhejiang Wanli University, Ningbo 315100, China; (L.-B.C.); (Y.Z.); (H.-Y.S.); (X.-Y.L.); (C.H.); (X.D.); (J.Y.); (G.Y.)
| | - Jien Ye
- College of Biological & Environmental Science, Zhejiang Wanli University, Ningbo 315100, China; (L.-B.C.); (Y.Z.); (H.-Y.S.); (X.-Y.L.); (C.H.); (X.D.); (J.Y.); (G.Y.)
| | - Xiaoyu Jia
- Institute of Urban Environment, Chinese Academy of Sciences, Ningbo Observation and Research Station, Ningbo 315830, China; (X.J.); (K.W.)
| | - Kun Wu
- Institute of Urban Environment, Chinese Academy of Sciences, Ningbo Observation and Research Station, Ningbo 315830, China; (X.J.); (K.W.)
| | - Guojing Yang
- College of Biological & Environmental Science, Zhejiang Wanli University, Ningbo 315100, China; (L.-B.C.); (Y.Z.); (H.-Y.S.); (X.-Y.L.); (C.H.); (X.D.); (J.Y.); (G.Y.)
| | - Hang Xiao
- Institute of Urban Environment, Center for Excellence in Regional Atmospheric Environment, Chinese Academy of Sciences, Xiamen 361021, China;
- Ningbo (Beilun) Zhongke Haixi Industrial Technology Innovation Center, Ningbo 315021, China
| | - Wan-Li Ma
- State Key Laboratory of Urban Water Resource and Environment, Harbin Institute of Technology, International Joint Research Center for Persistent Toxic Substances (IJRC-PTS), Harbin 150090, China
- Heilongjiang Provincial Key Laboratory of Polar Environment and Ecosystem (HPKL-PEE), Harbin 150090, China
| |
Collapse
|
6
|
Li J, Liu B, Yu Y, Dong W. A systematic review of global distribution, sources and exposure risk of phthalate esters (PAEs) in indoor dust. JOURNAL OF HAZARDOUS MATERIALS 2024; 471:134423. [PMID: 38678719 DOI: 10.1016/j.jhazmat.2024.134423] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Revised: 04/22/2024] [Accepted: 04/24/2024] [Indexed: 05/01/2024]
Abstract
Phthalate esters (PAEs) are a class of plasticizers that are readily released from plastic products, posing a potential exposure risk to human body. At present, much attention is paid on PAE concentrations in indoor dust with the understanding of PAEs toxicity. This study collected 8187 data on 10 PAEs concentrations in indoor dusts from 26 countries and comprehensively reviewed the worldwide distribution, influencing factors, and health risks of PAEs. Di-(2-ethylhexyl) phthalate (DEHP) is the predominant PAE with a median concentration of 316 μg·g-1 in indoor dust. Polyvinyl chloride wallpaper and flooring and personal care products are the main sources of PAEs indoor dust. The dust concentrations of DEHP show a downward trend over the past two decades, while high dust concentrations of DiNP are found from 2011 to 2016. The median dust contents of 8 PAEs in public places are higher than those in households. Moreover, the concentrations of 9 PAEs in indoor dusts from high-income countries are higher than those from upper-middle-income countries. DEHP in 69.8% and 77.8% of the dust samples may pose a potential carcinogenic risk for adults and children, respectively. Besides, DEHP in 16.9% of the dust samples may pose a non-carcinogenic risk to children. Nevertheless, a negligible risk was found for other PAEs in indoor dust worldwide. This review contributes to an in-depth understanding of the global distribution, sources and health risks of PAEs in indoor dust.
Collapse
Affiliation(s)
- Junjie Li
- College of Chemistry, Changchun Normal University, Changchun 130032, China
| | - Baolin Liu
- College of Chemistry, Changchun Normal University, Changchun 130032, China.
| | - Yong Yu
- Key Laboratory of Wetland Ecology and Environment, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun 130102, China
| | - Weihua Dong
- College of Geographical Sciences, Changchun Normal University, Changchun 130032, China
| |
Collapse
|
7
|
Finnegan M, Fitzgerald S, Duroux R, Attia J, Markey E, O’Connor D, Morrin A. Predicting Chronological Age via the Skin Volatile Profile. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2024; 35:421-432. [PMID: 38326105 PMCID: PMC10921460 DOI: 10.1021/jasms.3c00315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Revised: 01/04/2024] [Accepted: 01/10/2024] [Indexed: 02/09/2024]
Abstract
Skin volatile emissions offer a noninvasive insight into metabolic activity within the body as well as the skin microbiome and specific volatile compounds have been shown to correlate with age, albeit only in a few small studies. Building on this, here skin volatiles were collected and analyzed in a healthy participant study (n = 60) using a robust headspace-solid phase microextraction (HS-SPME) gas chromatography-mass spectrometry (GC-MS) workflow. Following processing, 18 identified compounds were deemed suitable for this study. These were classified according to gender influences and their correlations with age were investigated. Finally, 6 volatiles (of both endogenous and exogenous origin) were identified as significantly changing in abundance with participant age (p < 0.1). The potential origins of these dysregulations are discussed. Multiple linear regression (MLR) analysis was employed to model age based on these significant volatiles as independent variables, along with gender. Our analysis shows that skin volatiles show a strong predictive ability for age (explained variance of 68%), stronger than other biochemical measures collected in this study (skin surface pH, water content) which are understood to vary with chronological age. Overall, this work provides new insights into the impact of aging on the skin volatile profiles which comprises both endogenously and exogenously derived volatile compounds. It goes toward demonstrating the biological significance of skin volatiles and will help pave the way for more rigorous consideration of the healthy "baseline" skin volatile profile in volatilomics-based health diagnostics development going forward.
Collapse
Affiliation(s)
- Melissa Finnegan
- School
of Chemical Sciences, Insight SFI Research Centre for Data Analytics,
National Centre for Sensor Research, Dublin
City University, Dublin D09 V209, Ireland
| | - Shane Fitzgerald
- School
of Chemical Sciences, Insight SFI Research Centre for Data Analytics,
National Centre for Sensor Research, Dublin
City University, Dublin D09 V209, Ireland
| | - Romain Duroux
- IFF-Lucas
Meyer Cosmetics, Toulouse, Cedex 1, 31036, France
| | - Joan Attia
- IFF-Lucas
Meyer Cosmetics, Toulouse, Cedex 1, 31036, France
| | - Emma Markey
- School
of Chemical Sciences, Insight SFI Research Centre for Data Analytics,
National Centre for Sensor Research, Dublin
City University, Dublin D09 V209, Ireland
| | - David O’Connor
- School
of Chemical Sciences, Insight SFI Research Centre for Data Analytics,
National Centre for Sensor Research, Dublin
City University, Dublin D09 V209, Ireland
| | - Aoife Morrin
- School
of Chemical Sciences, Insight SFI Research Centre for Data Analytics,
National Centre for Sensor Research, Dublin
City University, Dublin D09 V209, Ireland
| |
Collapse
|