Ian J. MacRae
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Research Subjects
Ian J. MacRae has a total of 135 co-authors. Here are the top co-authors by number of shared publications:
- Luca F. R. Gebert
Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, USA
8 shared publications Jessica Sheu-Gruttadauria
Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA 92037, USA
7 shared publicationsNicole T. Schirle
Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA, USA
6 shared publicationsYao Xiao
Department of Integrative Structural and Computational Biology, The Scripps Research Institute, La Jolla, CA 92037, USA
6 shared publications- Yao Xiao
The Scripps Research Institute
6 shared publications - Chirlmin Joo
Delft University of Technology
5 shared publications
Latest Publications
- 3 September 2026
- Published by American Chemical Society (ACS) in Journal of the American Chemical Society
- Vol. 148 (36) , 38608-38618
Programmable Recognition of Organyl 5′-Phosphates by Human Argonaute-2
To effectuate RNA interference (RNAi), Argonaute (AGO) proteins recognize and load RNA guide strands by their requisite 5′-phosphate (5′-P). However, the structural features that govern AGO2 tolerance for chemically modified 5′-P architectures remain poorly defined, despite their importance for small interfering RNA (siRNA) drug design. Moreover, degradative enzymes also recognize 5′-P, yet few stereoelectronic features are known to differentiate AGO2 recognition from competing degradation pathways. Here, we show that AGO2 accommodates a substantially broader range of 5′-P derivatives than previously recognized, and that select 5′-P mimics can exploit novel interactions with the protein to reinforce guide anchoring. Through systematic diversification of 35 organic substituents, we interrogated structural determinants of guide anchoring and enzymatic susceptibility. Our analysis identified previously uncharacterized 5′-P mimics, including methyl and phenylpropargyl 5′-phosphates (5′-PO-Me, 5′-PO-PhPrp), phenylpropargyl 5′-phosphorothioate (5′-PS-PhPrp), and 5′-mesylphosphoramidate (5′-MsPA), that preserve efficient AGO2 loading in cells while inhibiting phosphatase-mediated degradation. We further found that 5′-exonuclease susceptibility depends strongly on canonical 5′ phosphate chemistry rather than steric accessibility. Structural analysis of a 5′-PO-PhPrp guide:AGO2 complex shows that the phenylpropargyl substituent engages a π-stacking network within a cluster of aromatic side chains (Y529/F811/Y815), while extended 5′-P substituents are accommodated through rotation of the 5′-P and coordinated rearrangement of water molecules within the 5′-P binding pocket. Collectively, these findings reveal the structural basis for plasticity of guide anchoring in AGO2 and establish chemically programmable 5′-end interactions as a general strategy for modulating oligonucleotide stability and activity.
- 3 September 2026
- Published by American Chemical Society (ACS) in Journal of the American Chemical Society
- Vol. 148 (36) , 38608-38618
Programmable Recognition of Organyl 5′-Phosphates by Human Argonaute-2
To effectuate RNA interference (RNAi), Argonaute (AGO) proteins recognize and load RNA guide strands by their requisite 5′-phosphate (5′-P). However, the structural features that govern AGO2 tolerance for chemically modified 5′-P architectures remain poorly defined, despite their importance for small interfering RNA (siRNA) drug design. Moreover, degradative enzymes also recognize 5′-P, yet few stereoelectronic features are known to differentiate AGO2 recognition from competing degradation pathways. Here, we show that AGO2 accommodates a substantially broader range of 5′-P derivatives than previously recognized, and that select 5′-P mimics can exploit novel interactions with the protein to reinforce guide anchoring. Through systematic diversification of 35 organic substituents, we interrogated structural determinants of guide anchoring and enzymatic susceptibility. Our analysis identified previously uncharacterized 5′-P mimics, including methyl and phenylpropargyl 5′-phosphates (5′-PO-Me, 5′-PO-PhPrp), phenylpropargyl 5′-phosphorothioate (5′-PS-PhPrp), and 5′-mesylphosphoramidate (5′-MsPA), that preserve efficient AGO2 loading in cells while inhibiting phosphatase-mediated degradation. We further found that 5′-exonuclease susceptibility depends strongly on canonical 5′ phosphate chemistry rather than steric accessibility. Structural analysis of a 5′-PO-PhPrp guide:AGO2 complex shows that the phenylpropargyl substituent engages a π-stacking network within a cluster of aromatic side chains (Y529/F811/Y815), while extended 5′-P substituents are accommodated through rotation of the 5′-P and coordinated rearrangement of water molecules within the 5′-P binding pocket. Collectively, these findings reveal the structural basis for plasticity of guide anchoring in AGO2 and establish chemically programmable 5′-end interactions as a general strategy for modulating oligonucleotide stability and activity.
- 24 June 2026
- Published by Springer Nature in Nature Structural & Molecular Biology
- Vol. 33 (8) , 1-10
Catalytic activation of human Argonaute 2 requires RNA duplex deformation
Small interfering RNAs (siRNAs) are an expanding class of RNA therapeutics, with seven drugs approved by the US Food and Drug Administration and many more in development. Rational design, however, has been limited by incomplete understanding of how human Argonaute 2 (hAgo2) catalyzes target cleavage. Here we report high-resolution cryo-electron microscopy structures of hAgo2 bound to a target RNA in catalytic and noncatalytic conformations. The structures reveal that guide–target pairing alone is insufficient for slicing and catalysis requires deformation of the duplex through a coordinated network of RNA–protein interactions. Expansion of the central major groove positions the scissile phosphate, while compression toward the supplementary region docks the duplex into the hAgo2 cleft. A kink after guide nucleotide g6 disrupts seed-only pairing conformation and promotes the extended pairing required for catalysis. This rearrangement enables repositioning of K709 within the active site, while a pyrimidine at target position t10 optimally aligns R710 to accelerate cleavage. These findings provide a structural framework linking siRNA duplex geometry to catalytic efficiency and inform rational design of siRNAs with improved potency and specificity.
- 24 June 2026
- Published by Springer Nature in Nature Structural & Molecular Biology
- Vol. 33 (8) , 1-10
Catalytic activation of human Argonaute 2 requires RNA duplex deformation
Small interfering RNAs (siRNAs) are an expanding class of RNA therapeutics, with seven drugs approved by the US Food and Drug Administration and many more in development. Rational design, however, has been limited by incomplete understanding of how human Argonaute 2 (hAgo2) catalyzes target cleavage. Here we report high-resolution cryo-electron microscopy structures of hAgo2 bound to a target RNA in catalytic and noncatalytic conformations. The structures reveal that guide–target pairing alone is insufficient for slicing and catalysis requires deformation of the duplex through a coordinated network of RNA–protein interactions. Expansion of the central major groove positions the scissile phosphate, while compression toward the supplementary region docks the duplex into the hAgo2 cleft. A kink after guide nucleotide g6 disrupts seed-only pairing conformation and promotes the extended pairing required for catalysis. This rearrangement enables repositioning of K709 within the active site, while a pyrimidine at target position t10 optimally aligns R710 to accelerate cleavage. These findings provide a structural framework linking siRNA duplex geometry to catalytic efficiency and inform rational design of siRNAs with improved potency and specificity.
- Open Access
- 14 October 2025
- Published by Oxford University Press (OUP) in Nucleic Acids Research
- Vol. 53 (19)
Dysregulation of AGO2-miRNA dynamics underlies the AGO2-associated Lessel–Kreienkamp syndrome
Mutations in human Argonaute genes, AGO1 and AGO2, are associated with neurodevelopmental disorders. Although multiple patients have been identified, the underlying molecular basis for pathogenesis remains unclear. Here, we biochemically examined five AGO2 mutations (p.L192P, p.A367P, p.T357M, p.F182del, and p.G733R) linked to different clinical severities. Except for G733R, all AGO2 mutant proteins maintained a stable fold, capable of binding and using microRNA (miRNA) guides. Kinetic studies showed that the L192P, A367P, and T357M mutants have prolonged dwell times on target RNAs, indicating impaired target release. The L192P and A367P variants also display slow target RNA association kinetics. RNA Bind-n-Seq experiments showed that in vitro, the L192P, A367P, T357M, and F182Δ mutants are prone to mis-targeting. In cultured murine cortical neurons, the L192P mutant altered the miRNA complement associated with AGO2, altered guide strand selectivity, and increased the accumulation of 3′ isomiRs, suggesting altered miRNA loading and increased miRNA 3′ end exposure. In vivo, mice carrying the p.L192P variant, but not p.G733R, demonstrated strongly reduced breeding ability, altered cortical transcriptomes, and over-repression of miRNA targets. The combined results suggest patient mutations impact AGO2 targeting dynamics in a gain-of-function manner, leading to deregulation of the neuronal transcriptome and the observed neurodevelopmental anomalies.
- 14 October 2025
- Published by Oxford University Press (OUP) in Nucleic Acids Research
- Vol. 53 (19)
Open AccessDysregulation of AGO2-miRNA dynamics underlies the AGO2-associated Lessel–Kreienkamp syndrome
Mutations in human Argonaute genes, AGO1 and AGO2, are associated with neurodevelopmental disorders. Although multiple patients have been identified, the underlying molecular basis for pathogenesis remains unclear. Here, we biochemically examined five AGO2 mutations (p.L192P, p.A367P, p.T357M, p.F182del, and p.G733R) linked to different clinical severities. Except for G733R, all AGO2 mutant proteins maintained a stable fold, capable of binding and using microRNA (miRNA) guides. Kinetic studies showed that the L192P, A367P, and T357M mutants have prolonged dwell times on target RNAs, indicating impaired target release. The L192P and A367P variants also display slow target RNA association kinetics. RNA Bind-n-Seq experiments showed that in vitro, the L192P, A367P, T357M, and F182Δ mutants are prone to mis-targeting. In cultured murine cortical neurons, the L192P mutant altered the miRNA complement associated with AGO2, altered guide strand selectivity, and increased the accumulation of 3′ isomiRs, suggesting altered miRNA loading and increased miRNA 3′ end exposure. In vivo, mice carrying the p.L192P variant, but not p.G733R, demonstrated strongly reduced breeding ability, altered cortical transcriptomes, and over-repression of miRNA targets. The combined results suggest patient mutations impact AGO2 targeting dynamics in a gain-of-function manner, leading to deregulation of the neuronal transcriptome and the observed neurodevelopmental anomalies.
- 4 September 2025
- Published by Elsevier in Molecular Cell
- Vol. 85 (17) , 3275-3287.e7
A conserved PIWI silencing complex detects piRNA-target engagement
- 4 September 2025
- Published by Elsevier in Molecular Cell
- Vol. 85 (17) , 3275-3287.e7
A conserved PIWI silencing complex detects piRNA-target engagement
- 15 May 2025
- Published by Elsevier in Molecular Cell
- Vol. 85 (10) , 1887-1889
Molecular arms in microbial defense: Argonautes and Cas4 nucleases team up
- 15 May 2025
- Published by Elsevier in Molecular Cell
- Vol. 85 (10) , 1887-1889
Molecular arms in microbial defense: Argonautes and Cas4 nucleases team up
- Open Access
Structural basis for gene silencing by siRNAs in humans
Summary: Small interfering RNAs (siRNAs) guide mRNA cleavage by human Argonaute2 (hAgo2), leading to targeted gene silencing. Despite their laboratory and clinical impact, structural insights into human siRNA catalytic activity remain elusive. Here, we show that disrupting siRNA 3’-end binding by hAgo2 accelerates target cleavage and stabilizes its catalytic conformation, enabling detailed structural analysis. A 3.16 Å global resolution cryo-EM reconstruction reveals that distortion of the siRNA–target duplex at position 6 allows target RNA entry into the catalytic cleft and shifts Lysine-709, a previously unrecognized catalytic residue, into the active site. A pyrimidine at target nucleotide t10 positions another unrecognized catalytic residue, Arginine-710, for optimal cleavage. Expansion of the guide-target duplex major groove docks the scissile phosphate for hydrolysis and subsequent groove compression after position 16 permits target RNAs to exit the catalytic cleft. These findings reveal how hAgo2 catalyzes siRNA target hydrolysis, providing a high-resolution model for therapeutic design.
Open AccessStructural basis for gene silencing by siRNAs in humans
Summary: Small interfering RNAs (siRNAs) guide mRNA cleavage by human Argonaute2 (hAgo2), leading to targeted gene silencing. Despite their laboratory and clinical impact, structural insights into human siRNA catalytic activity remain elusive. Here, we show that disrupting siRNA 3’-end binding by hAgo2 accelerates target cleavage and stabilizes its catalytic conformation, enabling detailed structural analysis. A 3.16 Å global resolution cryo-EM reconstruction reveals that distortion of the siRNA–target duplex at position 6 allows target RNA entry into the catalytic cleft and shifts Lysine-709, a previously unrecognized catalytic residue, into the active site. A pyrimidine at target nucleotide t10 positions another unrecognized catalytic residue, Arginine-710, for optimal cleavage. Expansion of the guide-target duplex major groove docks the scissile phosphate for hydrolysis and subsequent groove compression after position 16 permits target RNAs to exit the catalytic cleft. These findings reveal how hAgo2 catalyzes siRNA target hydrolysis, providing a high-resolution model for therapeutic design.
- Open Access
- 22 July 2024
- Published by Oxford University Press (OUP) in Nucleic Acids Research
- Vol. 52 (18) , 11254-11265
Assembly of the bacterial ribosome with circularly permuted rRNA
Co-transcriptional assembly is an integral feature of the formation of RNA–protein complexes that mediate translation. For ribosome synthesis, prior studies have indicated that the strict order of transcription of rRNA domains may not be obligatory during bacterial ribosome biogenesis, since a series of circularly permuted rRNAs are viable. In this work, we report the structural insights into assembly of the bacterial ribosome large subunit (LSU) based on cryo-EM density maps of intermediates that accumulate during in vitro ribosome synthesis using a set of circularly permuted (CiPer) rRNAs. The observed ensemble of 23 resolved ribosome large subunit intermediates reveals conserved assembly routes with an underlying hierarchy among cooperative assembly blocks. There are intricate interdependencies for the formation of key structural rRNA helices revealed from the circular permutation of rRNA. While the order of domain synthesis is not obligatory, the order of domain association does appear to proceed with a particular order, likely due to the strong evolutionary pressure on efficient ribosome synthesis. This work reinforces the robustness of the known assembly hierarchy of the bacterial large ribosomal subunit and offers a coherent view of how efficient assembly of CiPer rRNAs can be understood in that context.
- 22 July 2024
- Published by Oxford University Press (OUP) in Nucleic Acids Research
- Vol. 52 (18) , 11254-11265
Open AccessAssembly of the bacterial ribosome with circularly permuted rRNA
Co-transcriptional assembly is an integral feature of the formation of RNA–protein complexes that mediate translation. For ribosome synthesis, prior studies have indicated that the strict order of transcription of rRNA domains may not be obligatory during bacterial ribosome biogenesis, since a series of circularly permuted rRNAs are viable. In this work, we report the structural insights into assembly of the bacterial ribosome large subunit (LSU) based on cryo-EM density maps of intermediates that accumulate during in vitro ribosome synthesis using a set of circularly permuted (CiPer) rRNAs. The observed ensemble of 23 resolved ribosome large subunit intermediates reveals conserved assembly routes with an underlying hierarchy among cooperative assembly blocks. There are intricate interdependencies for the formation of key structural rRNA helices revealed from the circular permutation of rRNA. While the order of domain synthesis is not obligatory, the order of domain association does appear to proceed with a particular order, likely due to the strong evolutionary pressure on efficient ribosome synthesis. This work reinforces the robustness of the known assembly hierarchy of the bacterial large ribosomal subunit and offers a coherent view of how efficient assembly of CiPer rRNAs can be understood in that context.
- Open Access
- 29 June 2024
- Published by Springer Nature in Nature Communications
- Vol. 15 (1) , 1-14
RNA-guided RNA silencing by an Asgard archaeal Argonaute
Argonaute proteins are the central effectors of RNA-guided RNA silencing pathways in eukaryotes, playing crucial roles in gene repression and defense against viruses and transposons. Eukaryotic Argonautes are subdivided into two clades: AGOs generally facilitate miRNA- or siRNA-mediated silencing, while PIWIs generally facilitate piRNA-mediated silencing. It is currently unclear when and how Argonaute-based RNA silencing mechanisms arose and diverged during the emergence and early evolution of eukaryotes. Here, we show that in Asgard archaea, the closest prokaryotic relatives of eukaryotes, an evolutionary expansion of Argonaute proteins took place. In particular, a deep-branching PIWI protein (HrAgo1) encoded by the genome of the Lokiarchaeon ‘Candidatus Harpocratesius repetitus’ shares a common origin with eukaryotic PIWI proteins. Contrasting known prokaryotic Argonautes that use single-stranded DNA as guides and/or targets, HrAgo1 mediates RNA-guided RNA cleavage, and facilitates gene silencing when expressed in human cells and supplied with miRNA precursors. A cryo-EM structure of HrAgo1, combined with quantitative single-molecule experiments, reveals that the protein displays structural features and target-binding modes that are a mix of those of eukaryotic AGO and PIWI proteins. Thus, this deep-branching archaeal PIWI may have retained an ancestral molecular architecture that preceded the functional and mechanistic divergence of eukaryotic AGOs and PIWIs.
- 29 June 2024
- Published by Springer Nature in Nature Communications
- Vol. 15 (1) , 1-14
Open AccessRNA-guided RNA silencing by an Asgard archaeal Argonaute
Argonaute proteins are the central effectors of RNA-guided RNA silencing pathways in eukaryotes, playing crucial roles in gene repression and defense against viruses and transposons. Eukaryotic Argonautes are subdivided into two clades: AGOs generally facilitate miRNA- or siRNA-mediated silencing, while PIWIs generally facilitate piRNA-mediated silencing. It is currently unclear when and how Argonaute-based RNA silencing mechanisms arose and diverged during the emergence and early evolution of eukaryotes. Here, we show that in Asgard archaea, the closest prokaryotic relatives of eukaryotes, an evolutionary expansion of Argonaute proteins took place. In particular, a deep-branching PIWI protein (HrAgo1) encoded by the genome of the Lokiarchaeon ‘Candidatus Harpocratesius repetitus’ shares a common origin with eukaryotic PIWI proteins. Contrasting known prokaryotic Argonautes that use single-stranded DNA as guides and/or targets, HrAgo1 mediates RNA-guided RNA cleavage, and facilitates gene silencing when expressed in human cells and supplied with miRNA precursors. A cryo-EM structure of HrAgo1, combined with quantitative single-molecule experiments, reveals that the protein displays structural features and target-binding modes that are a mix of those of eukaryotic AGO and PIWI proteins. Thus, this deep-branching archaeal PIWI may have retained an ancestral molecular architecture that preceded the functional and mechanistic divergence of eukaryotic AGOs and PIWIs.
- Open Access
Assembly of the Bacterial Ribosome with Circularly Permuted rRNA
Co-transcriptional assembly is an integral feature of the formation of RNA-protein complexes that mediate translation. For ribosome synthesis, prior studies have indicated that the strict order of transcription of rRNA domains may not be obligatory during bacterial ribosome biogenesis, since a series of circularly permuted rRNAs are viable. In this work, we report the insights into assembly of the bacterial ribosome large subunit (LSU) based on cryo-EM density maps of intermediates that accumulate during in vitro ribosome synthesis using a set of circularly permuted (CiPer) rRNAs. The observed ensemble of twenty-three resolved ribosome large subunit intermediates reveals conserved assembly routes with an underlying hierarchy among cooperative assembly blocks. There are intricate interdependencies for the formation of key structural rRNA helices revealed from the circular permutation of rRNA. While the order of domain synthesis is not obligatory, the order of domain association does appear to proceed with a particular order, likely due to the strong evolutionary pressure on efficient ribosome synthesis. This work reinforces the robustness of the known assembly hierarchy of the bacterial large ribosomal subunit, and offers a coherent view of how efficient assembly of CiPer rRNAs can be understood in that context.
Open AccessAssembly of the Bacterial Ribosome with Circularly Permuted rRNA
Co-transcriptional assembly is an integral feature of the formation of RNA-protein complexes that mediate translation. For ribosome synthesis, prior studies have indicated that the strict order of transcription of rRNA domains may not be obligatory during bacterial ribosome biogenesis, since a series of circularly permuted rRNAs are viable. In this work, we report the insights into assembly of the bacterial ribosome large subunit (LSU) based on cryo-EM density maps of intermediates that accumulate during in vitro ribosome synthesis using a set of circularly permuted (CiPer) rRNAs. The observed ensemble of twenty-three resolved ribosome large subunit intermediates reveals conserved assembly routes with an underlying hierarchy among cooperative assembly blocks. There are intricate interdependencies for the formation of key structural rRNA helices revealed from the circular permutation of rRNA. While the order of domain synthesis is not obligatory, the order of domain association does appear to proceed with a particular order, likely due to the strong evolutionary pressure on efficient ribosome synthesis. This work reinforces the robustness of the known assembly hierarchy of the bacterial large ribosomal subunit, and offers a coherent view of how efficient assembly of CiPer rRNAs can be understood in that context.