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Ma J, Palmer DJ, Geddes D, Lai CT, Rea A, Prescott SL, D'Vaz N, Stinson LF. Maternal Allergic Disease Phenotype and Infant Birth Season Influence the Human Milk Microbiome. Allergy 2024. [PMID: 39723602 DOI: 10.1111/all.16442] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Revised: 10/11/2024] [Accepted: 11/19/2024] [Indexed: 12/28/2024]
Abstract
Early infancy is a critical period for immune development. In addition to being the primary food source during early infancy, human milk also provides multiple bioactive components that shape the infant gut microbiome and immune system and provides a constant source of exposure to maternal microbiota. Given the potential interplay between allergic diseases and the human microbiome, this study aimed to characterise the milk microbiome of allergic mothers. Full-length 16S rRNA gene sequencing was performed on milk samples collected at 3 and 6 months postpartum from 196 women with allergic disease. Multivariate linear mixed models were constructed to identify the maternal, infant, and environmental determinants of the milk microbiome. Human milk microbiome composition and beta diversity varied over time (PERMANOVA R2 = 0.011, p = 0.011). The season of infant birth emerged as the strongest determinant of the microbiome community structure (PERMANOVA R2 = 0.014, p = 0.011) with impacts on five of the most abundant taxa. The milk microbiome also varied according to the type of maternal allergic disease (allergic rhinitis, asthma, atopic dermatitis, and food allergy). Additionally, infant formula exposure reduced the relative abundance of several typical oral taxa in milk. In conclusion, the milk microbiome of allergic mothers was strongly shaped by the season of infant birth, maternal allergic disease phenotype, and infant feeding mode. Maternal allergic disease history and infant season of birth should therefore be considered in future studies of infant and maternal microbiota. Trial Registration: ClinicalTrials.gov identifier: ACTRN12606000281594.
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Affiliation(s)
- Jie Ma
- School of Molecular Sciences, The University of Western Australia, Crawley, WA, Australia
- ABREAST Network, Perth, WA, Australia
- UWA Centre for Human Lactation Research and Translation, Perth, WA, Australia
| | - Debra J Palmer
- ABREAST Network, Perth, WA, Australia
- Telethon Kids Institute, The University of Western Australia, Perth, WA, Australia
- School of Medicine, The University of Western Australia, Perth, WA, Australia
| | - Donna Geddes
- School of Molecular Sciences, The University of Western Australia, Crawley, WA, Australia
- ABREAST Network, Perth, WA, Australia
- UWA Centre for Human Lactation Research and Translation, Perth, WA, Australia
| | - Ching Tat Lai
- School of Molecular Sciences, The University of Western Australia, Crawley, WA, Australia
- ABREAST Network, Perth, WA, Australia
- UWA Centre for Human Lactation Research and Translation, Perth, WA, Australia
| | - Alethea Rea
- Mathematics and Statistics, Harry Butler Institute, Murdoch University, Murdoch, WA, Australia
| | - Susan L Prescott
- Telethon Kids Institute, The University of Western Australia, Perth, WA, Australia
- School of Medicine, The University of Western Australia, Perth, WA, Australia
- Nova Institute for Health, Baltimore, Maryland, USA
- Department of Family and Community Medicine, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Nina D'Vaz
- Telethon Kids Institute, The University of Western Australia, Perth, WA, Australia
- School of Medical and Health Sciences, Edith Cowan University, Perth, WA, Australia
| | - Lisa F Stinson
- School of Molecular Sciences, The University of Western Australia, Crawley, WA, Australia
- ABREAST Network, Perth, WA, Australia
- UWA Centre for Human Lactation Research and Translation, Perth, WA, Australia
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Sindi AS, Stinson LF, Gridneva Z, Leghi GE, Netting MJ, Wlodek ME, Muhlhausler BS, Rea A, Trevenen ML, Geddes DT, Payne MS. Maternal dietary intervention during lactation impacts the maternal faecal and human milk microbiota. J Appl Microbiol 2024; 135:lxae024. [PMID: 38323424 DOI: 10.1093/jambio/lxae024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Revised: 12/05/2023] [Accepted: 02/05/2024] [Indexed: 02/08/2024]
Abstract
AIMS To determine the effect of a two-week reduced fat and sugar and increased fibre maternal dietary intervention on the maternal faecal and human milk (HM) microbiomes. METHODS AND RESULTS Faecal swabs and HM samples were collected from mothers (n = 11) immediately pre-intervention, immediately post-intervention, and 4 and 8 weeks post-intervention, and were analysed using full-length 16S rRNA gene sequencing. Maternal macronutrient intake was assessed at baseline and during the intervention. Maternal fat and sugar intake during the intervention were significantly lower than pre-intervention (P = <0.001, 0.005, respectively). Significant changes in the bacterial composition of maternal faeces were detected after the dietary intervention, with decreases in the relative abundance of Bacteroides caccae (P = <0.001) and increases in the relative abundance of Faecalibacillus intestinalis (P = 0.006). In HM, the diet resulted in a significant increase in Cutibacterium acnes (P = 0.001) and a decrease in Haemophilus parainfluenzae (P = <0.001). The effect of the diet continued after the intervention, with faecal swabs and HM samples taken 4 and 8 weeks after the diet showing significant differences compared to baseline. CONCLUSION This pilot study demonstrates that short-term changes in maternal diet during lactation can alter the bacterial composition of the maternal faeces and HM.
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Affiliation(s)
- Azhar S Sindi
- Division of Obstetrics and Gynaecology, School of Medicine, The University of Western Australia, Subiaco, WA 6008, Australia
- College of Applied Medical Sciences, Umm Al-Qura University, Makkah, Saudi Arabia
| | - Lisa F Stinson
- School of Molecular Sciences, The University of Western Australia, Crawley, WA 6009, Australia
| | - Zoya Gridneva
- School of Molecular Sciences, The University of Western Australia, Crawley, WA 6009, Australia
| | - Gabriela E Leghi
- School of Agriculture, Food and Wine, The University of Adelaide, Urrbrae, SA 5064, Australia
| | - Merryn J Netting
- Women and Kids Theme, South Australian Health and Medical Research Institute (SAHMRI), North Terrace, SA 5000, Australia
- Discipline of Paediatrics, The University of Adelaide, North Adelaide, SA 5006, Australia
- Women's and Children's Hospital, North Adelaide, SA 5006, Australia
| | - Mary E Wlodek
- School of Molecular Sciences, The University of Western Australia, Crawley, WA 6009, Australia
- Department of Obstetrics and Gynaecology, University of Melbourne, Parkville, VIC 3010, Australia
| | - Beverly S Muhlhausler
- School of Agriculture, Food and Wine, The University of Adelaide, Urrbrae, SA 5064, Australia
- CSIRO, Adelaide, SA 5000, Australia
| | - Alethea Rea
- Centre for Applied Statistics, The University of Western Australia, Crawley, WA 6009, Australia
- Mathematics and Statistics, Murdoch University, Murdoch, WA 6150, Australia
| | - Michelle L Trevenen
- Centre for Applied Statistics, The University of Western Australia, Crawley, WA 6009, Australia
| | - Donna T Geddes
- School of Molecular Sciences, The University of Western Australia, Crawley, WA 6009, Australia
| | - Matthew S Payne
- Division of Obstetrics and Gynaecology, School of Medicine, The University of Western Australia, Subiaco, WA 6008, Australia
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Sindi AS, Cheema AS, Trevenen ML, Geddes DT, Payne MS, Stinson LF. Characterisation of human milk bacterial DNA profiles in a small cohort of Australian women in relation to infant and maternal factors. PLoS One 2023; 18:e0280960. [PMID: 36696407 PMCID: PMC9876237 DOI: 10.1371/journal.pone.0280960] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Accepted: 01/11/2023] [Indexed: 01/26/2023] Open
Abstract
Human milk is composed of complex microbial and non-microbial components that shape the infant gut microbiome. Although several maternal and infant factors have been associated with human milk microbiota, no study has investigated this in an Australian population. Therefore, we aimed to investigate associations between human milk bacterial composition of Australian women and maternal factors (body mass index (BMI), mode of delivery, breast pump use, allergy, parity) and infant factors (sex, mode of feeding, pacifier use, and introduction of solids). Full-length 16S rRNA gene sequencing was used to characterise milk bacterial DNA profiles. Milk from mothers with a normal BMI had a higher relative abundance of Streptococcus australis than that of underweight mothers, while milk from overweight mothers had a higher relative abundance of Streptococcus salivarius compared with underweight and obese mothers. Mothers who delivered vaginally had a higher relative abundance of Streptococcus mitis in their milk compared to those who delivered via emergency caesarean section. Milk of mothers who used a breast pump had a higher relative abundance of Staphylococcus epidermidis and Streptococcus parasanguinis. Milk of mothers whose infants used a pacifier had a higher relative abundance of S. australis and Streptococcus gwangjuense. Maternal BMI, mode of delivery, breast pump use, and infant pacifier use are associated with the bacterial composition of human milk in an Australian cohort. The data from this pilot study suggests that both mother and infant can contribute to the human milk microbiome.
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Affiliation(s)
- Azhar S Sindi
- Division of Obstetrics and Gynaecology, School of Medicine, The University of Western Australia, Perth, Western Australia, Australia.,College of Applied Medical Sciences, Umm Al-Qura University, Makkah, Saudi Arabia
| | - Ali S Cheema
- School of Molecular Sciences, The University of Western Australia, Perth, Western Australia, Australia
| | - Michelle L Trevenen
- Centre for Applied Statistics, The University of Western Australia, Perth, Western Australia, Australia
| | - Donna T Geddes
- School of Molecular Sciences, The University of Western Australia, Perth, Western Australia, Australia
| | - Matthew S Payne
- Division of Obstetrics and Gynaecology, School of Medicine, The University of Western Australia, Perth, Western Australia, Australia.,Women and Infants Research Foundation, Perth, Western Australia, Australia
| | - Lisa F Stinson
- School of Molecular Sciences, The University of Western Australia, Perth, Western Australia, Australia
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Stinson LF, Ma J, Sindi AS, Geddes DT. Methodological approaches for studying the human milk microbiome. Nutr Rev 2022; 81:705-715. [PMID: 36130405 DOI: 10.1093/nutrit/nuac082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Human milk contains a low-biomass, low-diversity microbiome, consisting largely of bacteria. This community is of great research interest in the context of infant health and maternal and mammary health. However, this sample type presents many unique methodological challenges. In particular, there are numerous technical considerations relating to sample collection and storage, DNA extraction and sequencing, viability, and contamination. Failure to properly address these challenges may lead to distortion of bacterial DNA profiles generated from human milk samples, ultimately leading to spurious conclusions. Here, these technical challenges are discussed, and various methodological approaches used to address them are analyzed. Data were collected from studies in which a breadth of methodological approaches were used, and recommendations for robust and reproducible analysis of the human milk microbiome are proposed. Such methods will ensure high-quality data are produced in this field, ultimately supporting better research outcomes for mothers and infants.
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Affiliation(s)
- Lisa F Stinson
- School of Molecular Sciences, The University of Western Australia, Perth, Australia
| | - Jie Ma
- School of Molecular Sciences, The University of Western Australia, Perth, Australia
| | - Azhar S Sindi
- Division of Obstetrics and Gynaecology, School of Medicine, The University of Western Australia, Perth, Australia.,is with the College of Applied Medical Sciences, Umm Al-Qura University, Makkah, Saudi Arabia
| | - Donna T Geddes
- School of Molecular Sciences, The University of Western Australia, Perth, Australia
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Human Milk Oligosaccharides and Bacterial Profile Modulate Infant Body Composition during Exclusive Breastfeeding. Int J Mol Sci 2022; 23:ijms23052865. [PMID: 35270006 PMCID: PMC8911220 DOI: 10.3390/ijms23052865] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Revised: 02/23/2022] [Accepted: 03/02/2022] [Indexed: 02/06/2023] Open
Abstract
Human milk is a complex and variable ecosystem fundamental to the development of newborns. This study aimed to investigate relationships between human milk oligosaccharides (HMO) and human milk bacterial profiles and infant body composition. Human milk samples (n = 60) were collected at two months postpartum. Infant and maternal body composition was measured with bioimpedance spectroscopy. Human milk bacterial profiles were assessed using full-length 16S rRNA gene sequencing and 19 HMOs were quantitated using high-performance liquid chromatography. Relative abundance of human milk bacterial taxa were significantly associated with concentrations of several fucosylated and sialylated HMOs. Individual human milk bacteria and HMO intakes and concentrations were also significantly associated with infant anthropometry, fat-free mass, and adiposity. Furthermore, when data were stratified based on maternal secretor status, some of these relationships differed significantly among infants born to secretor vs non-secretor mothers. In conclusion, in this pilot study the human milk bacterial profile and HMO intakes and concentrations were significantly associated with infant body composition, with associations modified by secretor status. Future research designed to increase the understanding of the mechanisms by which HMO and human milk bacteria modulate infant body composition should include intakes in addition to concentrations.
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Cheema AS, Trevenen ML, Turlach BA, Furst AJ, Roman AS, Bode L, Gridneva Z, Lai CT, Stinson LF, Payne MS, Geddes DT. Exclusively Breastfed Infant Microbiota Develops over Time and Is Associated with Human Milk Oligosaccharide Intakes. Int J Mol Sci 2022; 23:2804. [PMID: 35269946 PMCID: PMC8910998 DOI: 10.3390/ijms23052804] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Revised: 02/22/2022] [Accepted: 02/28/2022] [Indexed: 12/11/2022] Open
Abstract
Temporal development of maternal and infant microbiomes during early life impacts short- and long-term infant health. This study aimed to characterize bacterial dynamics within maternal faecal, human milk (HM), infant oral, and infant faecal samples during the exclusive breastfeeding period and to document associations between human milk oligosaccharide (HMO) intakes and infant oral and faecal bacterial profiles. Maternal and infant samples (n = 10) were collected at 2−5, 30, 60, 90 and 120 days postpartum and the full-length 16S ribosomal RNA (rRNA) gene was sequenced. Nineteen HMOs were quantitated using high-performance liquid chromatography. Bacterial profiles were unique to each sample type and changed significantly over time, with a large degree of intra- and inter-individual variation in all sample types. Beta diversity was stable over time within infant faecal, maternal faecal and HM samples, however, the infant oral microbiota at day 2−5 significantly differed from all other time points (all p < 0.02). HMO concentrations and intakes significantly differed over time, and HMO intakes showed differential associations with taxa observed in infant oral and faecal samples. The direct clinical relevance of this, however, is unknown. Regardless, future studies should account for intakes of HMOs when modelling the impact of HM on infant growth, as it may have implications for infant microbiota development.
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Affiliation(s)
- Ali Sadiq Cheema
- School of Molecular Sciences, The University of Western Australia, Crawley, WA 6009, Australia; (A.S.C.); (Z.G.); (C.T.L.); (L.F.S.)
| | - Michelle Louise Trevenen
- Centre for Applied Statistics, The University of Western Australia, Crawley, WA 6009, Australia; (M.L.T.); (B.A.T.)
| | - Berwin Ashoka Turlach
- Centre for Applied Statistics, The University of Western Australia, Crawley, WA 6009, Australia; (M.L.T.); (B.A.T.)
| | - Annalee June Furst
- Larsson-Rosenquist Foundation Mother-Milk-Infant Center of Research Excellence, University of California San Diego, La Jolla, CA 92093, USA; (A.J.F.); (A.S.R.); (L.B.)
- Department of Pediatrics, University of California San Diego, La Jolla, CA 92093, USA
| | - Ana Sophia Roman
- Larsson-Rosenquist Foundation Mother-Milk-Infant Center of Research Excellence, University of California San Diego, La Jolla, CA 92093, USA; (A.J.F.); (A.S.R.); (L.B.)
- Department of Pediatrics, University of California San Diego, La Jolla, CA 92093, USA
| | - Lars Bode
- Larsson-Rosenquist Foundation Mother-Milk-Infant Center of Research Excellence, University of California San Diego, La Jolla, CA 92093, USA; (A.J.F.); (A.S.R.); (L.B.)
- Department of Pediatrics, University of California San Diego, La Jolla, CA 92093, USA
| | - Zoya Gridneva
- School of Molecular Sciences, The University of Western Australia, Crawley, WA 6009, Australia; (A.S.C.); (Z.G.); (C.T.L.); (L.F.S.)
| | - Ching Tat Lai
- School of Molecular Sciences, The University of Western Australia, Crawley, WA 6009, Australia; (A.S.C.); (Z.G.); (C.T.L.); (L.F.S.)
| | - Lisa Faye Stinson
- School of Molecular Sciences, The University of Western Australia, Crawley, WA 6009, Australia; (A.S.C.); (Z.G.); (C.T.L.); (L.F.S.)
| | - Matthew Scott Payne
- Division of Obstetrics and Gynaecology, School of Medicine, The University of Western Australia, Subiaco, WA 6008, Australia;
- Women and Infants Research Foundation, Subiaco, WA 6008, Australia
| | - Donna Tracy Geddes
- School of Molecular Sciences, The University of Western Australia, Crawley, WA 6009, Australia; (A.S.C.); (Z.G.); (C.T.L.); (L.F.S.)
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Stinson LF, Trevenen ML, Geddes DT. The Viable Microbiome of Human Milk Differs from the Metataxonomic Profile. Nutrients 2021; 13:nu13124445. [PMID: 34959998 PMCID: PMC8708405 DOI: 10.3390/nu13124445] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Revised: 12/08/2021] [Accepted: 12/10/2021] [Indexed: 12/12/2022] Open
Abstract
Bacteria in human milk contribute to the establishment of the infant gut microbiome. As such, numerous studies have characterized the human milk microbiome using DNA sequencing technologies, particularly 16S rRNA gene sequencing. However, such methods are not able to differentiate between DNA from viable and non-viable bacteria. The extent to which bacterial DNA detected in human milk represents living, biologically active cells is therefore unclear. Here, we characterized both the viable bacterial content and the total bacterial DNA content (derived from viable and non-viable cells) of fresh human milk (n = 10). In order to differentiate the living from the dead, a combination of propidium monoazide (PMA) and full-length 16S rRNA gene sequencing was used. Our results demonstrate that the majority of OTUs recovered from fresh human milk samples (67.3%) reflected DNA from non-viable organisms. PMA-treated samples differed significantly in their bacterial composition compared to untreated samples (PERMANOVA p < 0.0001). Additionally, an OTU mapping to Cutibacterium acnes had a significantly higher relative abundance in PMA-treated (viable) samples. These results demonstrate that the total bacterial DNA content of human milk is not representative of the viable human milk microbiome. Our findings raise questions about the validity of conclusions drawn from previous studies in which viability testing was not used, and have broad implications for the design of future work in this field.
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Affiliation(s)
- Lisa F. Stinson
- School of Molecular Sciences, The University of Western Australia, Crawley 6009, Australia;
- Correspondence:
| | - Michelle L. Trevenen
- Centre for Applied Statistics, The University of Western Australia, Crawley 6009, Australia;
| | - Donna T. Geddes
- School of Molecular Sciences, The University of Western Australia, Crawley 6009, Australia;
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Geddes DT, Gridneva Z, Perrella SL, Mitoulas LR, Kent JC, Stinson LF, Lai CT, Sakalidis V, Twigger AJ, Hartmann PE. 25 Years of Research in Human Lactation: From Discovery to Translation. Nutrients 2021; 13:3071. [PMID: 34578947 PMCID: PMC8465002 DOI: 10.3390/nu13093071] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Revised: 08/26/2021] [Accepted: 08/26/2021] [Indexed: 02/06/2023] Open
Abstract
Researchers have recently called for human lactation research to be conceptualized as a biological framework where maternal and infant factors impacting human milk, in terms of composition, volume and energy content are studied along with relationships to infant growth, development and health. This approach allows for the development of evidence-based interventions that are more likely to support breastfeeding and lactation in pursuit of global breastfeeding goals. Here we summarize the seminal findings of our research programme using a biological systems approach traversing breast anatomy, milk secretion, physiology of milk removal with respect to breastfeeding and expression, milk composition and infant intake, and infant gastric emptying, culminating in the exploration of relationships with infant growth, development of body composition, and health. This approach has allowed the translation of the findings with respect to education, and clinical practice. It also sets a foundation for improved study design for future investigations in human lactation.
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Affiliation(s)
- Donna Tracy Geddes
- School of Molecular Sciences, The University of Western Australia, Crawley, WA 6009, Australia; (Z.G.); (S.L.P.); (L.R.M.); (J.C.K.); (L.F.S.); (C.T.L.); (V.S.); (P.E.H.)
| | - Zoya Gridneva
- School of Molecular Sciences, The University of Western Australia, Crawley, WA 6009, Australia; (Z.G.); (S.L.P.); (L.R.M.); (J.C.K.); (L.F.S.); (C.T.L.); (V.S.); (P.E.H.)
| | - Sharon Lisa Perrella
- School of Molecular Sciences, The University of Western Australia, Crawley, WA 6009, Australia; (Z.G.); (S.L.P.); (L.R.M.); (J.C.K.); (L.F.S.); (C.T.L.); (V.S.); (P.E.H.)
| | - Leon Robert Mitoulas
- School of Molecular Sciences, The University of Western Australia, Crawley, WA 6009, Australia; (Z.G.); (S.L.P.); (L.R.M.); (J.C.K.); (L.F.S.); (C.T.L.); (V.S.); (P.E.H.)
- Medela, AG, Lättichstrasse 4b, 6340 Baar, Switzerland
| | - Jacqueline Coral Kent
- School of Molecular Sciences, The University of Western Australia, Crawley, WA 6009, Australia; (Z.G.); (S.L.P.); (L.R.M.); (J.C.K.); (L.F.S.); (C.T.L.); (V.S.); (P.E.H.)
| | - Lisa Faye Stinson
- School of Molecular Sciences, The University of Western Australia, Crawley, WA 6009, Australia; (Z.G.); (S.L.P.); (L.R.M.); (J.C.K.); (L.F.S.); (C.T.L.); (V.S.); (P.E.H.)
| | - Ching Tat Lai
- School of Molecular Sciences, The University of Western Australia, Crawley, WA 6009, Australia; (Z.G.); (S.L.P.); (L.R.M.); (J.C.K.); (L.F.S.); (C.T.L.); (V.S.); (P.E.H.)
| | - Vanessa Sakalidis
- School of Molecular Sciences, The University of Western Australia, Crawley, WA 6009, Australia; (Z.G.); (S.L.P.); (L.R.M.); (J.C.K.); (L.F.S.); (C.T.L.); (V.S.); (P.E.H.)
| | | | - Peter Edwin Hartmann
- School of Molecular Sciences, The University of Western Australia, Crawley, WA 6009, Australia; (Z.G.); (S.L.P.); (L.R.M.); (J.C.K.); (L.F.S.); (C.T.L.); (V.S.); (P.E.H.)
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