Darren Holland

Dr. Darren Holland

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Research Focus & Metrics

Academic Career Length

7Years (2020-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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15 July 2021 in Chemical Science
Verified
Journal Article
Open access
PDF file
GKGuy Kleks
Guy Kleks
DHDarren Holland
Darren Holland
JPJoshua Porter
Joshua Porter
ACAnthony Carroll
Anthony Carroll
Diffusion-ordered NMR spectroscopy (DOSY) can be used to analyze mixtures of compounds since resonances deriving from different compounds are distinguished by their diffusion coefficients (D). Previously, DOSY has mostly been used for organometallic and polymer analysis, we have now applied DOSY to investigate diffusion coefficients of structurally diverse organic compounds such as natural products (NP). The experimental Ds derived from 55 diverse NPs has allowed us to establish a power law relationship between D and molecular weight (MW) and therefore predict MW from experimental D. We have shown that D is also affected by factors such as hydrogen bonding, molar density and molecular shape of the compound and we have generated new models that incorporate experimentally derived variables for these factors so that more accurate predictions of MW can be calculated from experimental D. The recognition that multiple physicochemical properties affect D has allowed us to generate a polynomial equation based on multiple linear regression analysis of eight calculated physicochemical properties from 63 compounds to accurately correlate predicted D with experimental D for any known organic compound. This equation has been used to calculate predicted D for 217 043 compounds present in a publicly available natural product database (DEREP-NP) and to dereplicate known NPs in a mixture based on matching of experimental D and structural features derived from NMR analysis with predicted D and calculated structural features in the database. These models have been validated by the dereplication of a mixture of two known sesquiterpenes obtained from Tasmannia xerophila and the identification of new alkaloids from the bryozoan Amathia lamourouxi. These new methodologies allow the MW of compounds in mixtures to be predicted without the need for MS analysis, the dereplication of known compounds and identification of new compounds based solely on parameters derived by DOSY NMR.

15 February 2023 in Natural Product Reports
Verified
Journal Article
Closed access
PDF file
DHDarren Holland
Darren Holland
ACAnthony Carroll
Anthony Carroll
Covering: marine indole alkaloids (n = 2048) and their reported bioactivities up to the end of 2021 Despite increasing numbers of marine natural products (MNPs) reported each year, most have only been examined for cytotoxic, antibacterial, and/or antifungal biological activities with the majority found to be inactive in these assays. In this context, why are natural products continuing to be examined in assays they are unlikely to show significant activity in, and what targets might be more useful for expanding knowledge of their biologically relevant chemical space? We have undertaken a meta-analysis of the biological activities for 2048 marine indole alkaloids (MIAs), a diverse sub-class of MNPs reported up to the end of 2021, and this has highlighted that the bioactivity potentials for up to 86% of published MIAs remains underexplored and/or undefined. Although most published MIAs are not cytotoxic or antimicrobial, there is a continued focus on using these assays to evaluate new structurally related analogues. Using cheminformatics analyses, the chemical diversity of the 2048 MIAs were clustered using fragment based fingerprints and their reported bioactivity potency towards specific disease targets was assessed for structure activity trends. These analyses showed that there are groups of MIAs that possess potent and diverse activities and that many analogues, previously tested only in cellular toxicity assays, could be better exploited to generate structure activity relationships associated with leads to treat emerging diseases. A collection of indole drug and drug-lead structures from non-natural sources were also incorporated into the dataset providing complementary bioactivity profiles that were further used to predict underexplored areas of potential new activity and to better direct future testing of MIAs. Our findings clearly suggest the biological evaluation of MIAs continues to be conducted on a narrow range of bioassays and disease targets, and that shifting the focus to non-toxic disease targets should provide expanded knowledge of biologically relevant chemical space aimed at maximising the potential of MIAs for drug discovery.

10 February 2020 in The Journal of Organic Chemistry
Verified
Journal Article
Closed access
DHDarren Holland
Darren Holland
MKMilton John Kiefel
Milton John Kiefel
ACAnthony Carroll
Anthony Carroll

26 October 2020 in Journal of Natural Products
Verified
Journal Article
Closed access
GKGuy Kleks
Guy Kleks
DHDarren Holland
Darren Holland
EKEmily K. Kennedy
Emily K. Kennedy
VAVicky M. Avery
Vicky M. Avery
ACAnthony Carroll
Anthony Carroll

15 December 2021 in Journal of Natural Products
Verified
Journal Article
Open access
NSNeda Safa
Neda Safa
TTTomaž Trobec
Tomaž Trobec
DHDarren Holland
Darren Holland
BSBlazej Slazak
Blazej Slazak
EJErik Jacobsson
Erik Jacobsson
LRLuke P. Robertson
Luke P. Robertson
During a research program to identify new cholinesterase inhibitors of natural origin, two new 7,8-didehydroprotoberberine alkaloids (1 and 2) and nine known compounds (3–11) were isolated from the capsules of the common ornamental poppy, Papaver setiferum (previously P. pseudo-orientale). Despite their reported instability, the 7,8-didehydroprotoberberines isolated herein appeared relatively stable, particularly as their trifluoroacetic acid salts. The spatial distributions of the isolated alkaloids were also analyzed using desorption electrospray ionization imaging mass spectrometry. The alkaloids were localized predominantly within the walls and vascular bundles of the capsules, with the highest relative abundances occurring in the lower half of the capsules toward the peduncle. The relative abundances of the alkaloids were also compared across plant development stages. Although most alkaloids did not show clear patterns in their concentration across development stages, the concentration of suspected oxidation products clearly spiked upon plant death. Finally, all isolated natural products were screened for inhibitory activities against a panel of cholinesterases, from both human and animal sources. These studies identified several competitive inhibitors of cholinesterases with potency in the low micromolar range (1–4, 6, 7), offering new lead compounds for the development of cholinesterase inhibitory drugs.

20 January 2022 in Journal of Natural Products
Verified
Journal Article
Closed access
DHDarren Holland
Darren Holland
DPDale W. Prebble
Dale W. Prebble
SESafak Er
Safak Er
JHJoshua B. Hayton
Joshua B. Hayton
LRLuke P. Robertson
Luke P. Robertson
ACAnthony Carroll
Anthony Carroll