This study presents molecularly built ligand-based lysosome-targeting chimeras (MBL-LYTACs) as a versatile platform for membrane receptor degradation. MBL-LYTACs are engineered by conjugating targeting ligands (e.g., small molecules, oligopeptides, aptamers, nanobodies, and antibodies) with lysosome-localized molecules. Functional screening and mechanistic studies reveal that MBL-LYTACs significantly enhance internalization and lysosomal accumulation of membrane receptors, including folate receptor α, programmed death-ligand 1 (PD-L1), epidermal growth factor receptor (EGFR), and protein tyrosine kinase 7 (PTK7), by leveraging morpholine, dimethylethanamine, or low-polymerized mPEGs as lysosome-localized moieties, leading to receptor degradation. This approach eliminates reliance on cell-surface lysosome-shuttling receptors, broadening its applicability. The efficacy of MBL-LYTACs in cancer therapy has been validated in two tumor xenograft models, with PD-L1 and EGFR as targets. Overall, this study establishes a robust and adaptable framework for targeted receptor degradation, expanding therapeutic opportunities in cancer management.
Molecularly engineered ligands induce membrane receptor degradation by increasing lysosomal retention, driven by pH-dependent hydrophilic changes in lysosome-localized molecules like morpholine.
{"title":"Molecularly Built Ligands Degrade Membrane Receptors via Enhancing Their Accumulation in Lysosomes","authors":"Dongchen Zhang, , , Xinyi Zhou, , , Jiamin Cai, , , Weihong Tan, , , Yanlan Liu*, , and , Zilong Zhao*, ","doi":"10.1021/acscentsci.5c01647","DOIUrl":"https://doi.org/10.1021/acscentsci.5c01647","url":null,"abstract":"<p >This study presents molecularly built ligand-based lysosome-targeting chimeras (MBL-LYTACs) as a versatile platform for membrane receptor degradation. MBL-LYTACs are engineered by conjugating targeting ligands (e.g., small molecules, oligopeptides, aptamers, nanobodies, and antibodies) with lysosome-localized molecules. Functional screening and mechanistic studies reveal that MBL-LYTACs significantly enhance internalization and lysosomal accumulation of membrane receptors, including folate receptor α, programmed death-ligand 1 (PD-L1), epidermal growth factor receptor (EGFR), and protein tyrosine kinase 7 (PTK7), by leveraging morpholine, dimethylethanamine, or low-polymerized mPEGs as lysosome-localized moieties, leading to receptor degradation. This approach eliminates reliance on cell-surface lysosome-shuttling receptors, broadening its applicability. The efficacy of MBL-LYTACs in cancer therapy has been validated in two tumor xenograft models, with PD-L1 and EGFR as targets. Overall, this study establishes a robust and adaptable framework for targeted receptor degradation, expanding therapeutic opportunities in cancer management.</p><p >Molecularly engineered ligands induce membrane receptor degradation by increasing lysosomal retention, driven by pH-dependent hydrophilic changes in lysosome-localized molecules like morpholine.</p>","PeriodicalId":10,"journal":{"name":"ACS Central Science","volume":"11 12","pages":"2460–2473"},"PeriodicalIF":10.4,"publicationDate":"2025-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://pubs.acs.org/doi/pdf/10.1021/acscentsci.5c01647","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145814140","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-26DOI: 10.1021/acscentsci.5c01854
Krystyna Maslowska-Jarzyna, , , Diego Gomez-Maldonado, , , Bryan D. James, , , Ty Christoff-Tempesta, , , Katharina Ehrmann, , , Eleonora Comeo, , , Susmita Sarkar, , , E. Celeste Welch, , and , Jianyu Zhang,
{"title":"Global Voices, Shared Futures: Early-Career Scientists on the Power of Collaboration","authors":"Krystyna Maslowska-Jarzyna, , , Diego Gomez-Maldonado, , , Bryan D. James, , , Ty Christoff-Tempesta, , , Katharina Ehrmann, , , Eleonora Comeo, , , Susmita Sarkar, , , E. Celeste Welch, , and , Jianyu Zhang, ","doi":"10.1021/acscentsci.5c01854","DOIUrl":"https://doi.org/10.1021/acscentsci.5c01854","url":null,"abstract":"","PeriodicalId":10,"journal":{"name":"ACS Central Science","volume":"11 11","pages":"2018–2021"},"PeriodicalIF":10.4,"publicationDate":"2025-11-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://pubs.acs.org/doi/pdf/10.1021/acscentsci.5c01854","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145594406","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-26DOI: 10.1021/acscentsci.5c01595
Pawel Löwe, , , Rachid Taakili, , , Tiansi Xin, , , Hritwik Haldar, , , Antonia Herzog, , , Yang Shao-Horn, , and , Christopher C. Cummins*,
Despite the ubiquity of the well-known phosphorus polyanion phosphite , it appears to be the case that no simple salt of the corresponding conjugate base , “ortho-phosphite”) has ever been reported. We report the synthesis and characterization of this elusive species as a major component of a mixture obtained upon mechanochemical reduction of condensed phosphates, as evidenced by solid-state 31P NMR and Raman spectroscopy as well as subsequent reactivity studies. To corroborate the 31P NMR spectroscopic assignment, we independently generated Na3PO3 and K3PO3 by deprotonation of Na2HPO3 with NaCH2SiMe3 and of K2HPO3 with KCH2Ph, respectively, providing an orthogonal route to salts whose spectroscopic signatures match those observed in the mixture obtained by mechanochemical reduction. We further found that ortho-phosphite can act as a precursor for various phosphorus chemicals, such as P(OSiMe3)3 (46%), which is already well established as a precursor to a plethora of useful organophosphorus compounds. Therefore, our results not only establish the first formal pathway from P(V) phosphate starting materials to P(OSiMe3)3 without the intermediacy of white phosphorus, but also open the door to a broad range of downstream transformations based on this sustainable pathway. Additionally, BaHPO3·H2O (66%), OP(OMe)2Me (DMMP), and OP(OBn)2Bn (DBBP) have been generated directly from ortho-phosphite, all traditionally synthesized from white phosphorus.
Little-known oxoanion ortho-phosphite has been generated in a solvent-free synthesis and its identity confirmed using a combination of theory, spectroscopy, reactivity studies and independent synthesis.
{"title":"Ortho-phosphite (PO33−): Mechanochemical Synthesis of a Missing Oxoanion and Precursor to Value-Added Organophosphorus Compounds","authors":"Pawel Löwe, , , Rachid Taakili, , , Tiansi Xin, , , Hritwik Haldar, , , Antonia Herzog, , , Yang Shao-Horn, , and , Christopher C. Cummins*, ","doi":"10.1021/acscentsci.5c01595","DOIUrl":"https://doi.org/10.1021/acscentsci.5c01595","url":null,"abstract":"<p >Despite the ubiquity of the well-known phosphorus polyanion phosphite <i></i><math><mo>(</mo><msubsup><mrow><mi>HPO</mi></mrow><mrow><mn>3</mn></mrow><mrow><mn>2</mn><mo>−</mo></mrow></msubsup><mo>)</mo></math>, it appears to be the case that no simple salt of the corresponding conjugate base <i></i><math><mo>(</mo><msubsup><mrow><mi>PO</mi></mrow><mrow><mn>3</mn></mrow><mrow><mn>3</mn><mo>−</mo></mrow></msubsup></math>, “ortho-phosphite”) has ever been reported. We report the synthesis and characterization of this elusive species as a major component of a mixture obtained upon mechanochemical reduction of condensed phosphates, as evidenced by solid-state <sup>31</sup>P NMR and Raman spectroscopy as well as subsequent reactivity studies. To corroborate the <sup>31</sup>P NMR spectroscopic assignment, we independently generated Na<sub>3</sub>PO<sub>3</sub> and K<sub>3</sub>PO<sub>3</sub> by deprotonation of Na<sub>2</sub>HPO<sub>3</sub> with NaCH<sub>2</sub>SiMe<sub>3</sub> and of K<sub>2</sub>HPO<sub>3</sub> with KCH<sub>2</sub>Ph, respectively, providing an orthogonal route to <i></i><math><msubsup><mrow><mi>PO</mi></mrow><mrow><mn>3</mn></mrow><mrow><mn>3</mn><mo>−</mo></mrow></msubsup></math> salts whose spectroscopic signatures match those observed in the mixture obtained by mechanochemical reduction. We further found that ortho-phosphite can act as a precursor for various phosphorus chemicals, such as P(OSiMe<sub>3</sub>)<sub>3</sub> (46%), which is already well established as a precursor to a plethora of useful organophosphorus compounds. Therefore, our results not only establish the first formal pathway from P(V) phosphate starting materials to P(OSiMe<sub>3</sub>)<sub>3</sub> without the intermediacy of white phosphorus, but also open the door to a broad range of downstream transformations based on this sustainable pathway. Additionally, BaHPO<sub>3</sub>·H<sub>2</sub>O (66%), OP(OMe)<sub>2</sub>Me (DMMP), and OP(OBn)<sub>2</sub>Bn (DBBP) have been generated directly from ortho-phosphite, all traditionally synthesized from white phosphorus.</p><p >Little-known oxoanion ortho-phosphite <i></i><math><mo>(</mo><msubsup><mrow><mi>PO</mi></mrow><mrow><mn>3</mn></mrow><mrow><mn>3</mn><mo>−</mo></mrow></msubsup><mo>)</mo></math> has been generated in a solvent-free synthesis and its identity confirmed using a combination of theory, spectroscopy, reactivity studies and independent synthesis.</p>","PeriodicalId":10,"journal":{"name":"ACS Central Science","volume":"12 1","pages":"40–48"},"PeriodicalIF":10.4,"publicationDate":"2025-11-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://pubs.acs.org/doi/pdf/10.1021/acscentsci.5c01595","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146073467","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-24DOI: 10.1021/acscentsci.5c02140
Ochir Ochirov, and , Pawel L. Urban*,
Contact electrification and mechanical breakup can charge neutral water droplets, providing a pathway for gas-phase ion formation.
接触通电和机械破碎可以使中性水滴带电,为气相离子的形成提供了途径。
{"title":"Gas-Phase Ions from Neutral Microdroplets","authors":"Ochir Ochirov, and , Pawel L. Urban*, ","doi":"10.1021/acscentsci.5c02140","DOIUrl":"https://doi.org/10.1021/acscentsci.5c02140","url":null,"abstract":"<p >Contact electrification and mechanical breakup can charge neutral water droplets, providing a pathway for gas-phase ion formation.</p>","PeriodicalId":10,"journal":{"name":"ACS Central Science","volume":"11 12","pages":"2293–2295"},"PeriodicalIF":10.4,"publicationDate":"2025-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://pubs.acs.org/doi/pdf/10.1021/acscentsci.5c02140","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145814139","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-21DOI: 10.1021/acscentsci.5c02116
Max Bernstein Sosa, and , Ikuro Abe*,
The complete biochemical degradation of riboflavin converts a vital enzyme cofactor back into simple carbon and nitrogen sources.
核黄素的完全生化降解将一种重要的酶辅因子转化回简单的碳和氮源。
{"title":"Open the Rings to Close the Cycle: The Complete Degradation of Riboflavin Returns Simple Building Blocks Back to Nature","authors":"Max Bernstein Sosa, and , Ikuro Abe*, ","doi":"10.1021/acscentsci.5c02116","DOIUrl":"https://doi.org/10.1021/acscentsci.5c02116","url":null,"abstract":"<p >The complete biochemical degradation of riboflavin converts a vital enzyme cofactor back into simple carbon and nitrogen sources.</p>","PeriodicalId":10,"journal":{"name":"ACS Central Science","volume":"11 12","pages":"2289–2292"},"PeriodicalIF":10.4,"publicationDate":"2025-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://pubs.acs.org/doi/pdf/10.1021/acscentsci.5c02116","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145814112","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Here we report the cloning and complete in vitro reconstitution of the enzymes of the riboflavin catabolic pathway. The pathway begins with the oxidative removal of ribose to form lumichrome, which is then solubilized by a P450-catalyzed oxidation of the C7 methyl group, followed by hydrolytic degradation of the C-ring pyrimidine. Loss of C4, in a thiamin-dependent heterocycle decarboxylation, is followed by a xanthine oxidase and Rieske dioxygenase-mediated degradation of the quinoxaline ring. Catechol dioxygenase then catalyzes the conversion of the resulting A-ring-derived catechol to form 4-methyl-6-carboxypyrone. This is cleaved through a hydrolysis/hydration/retroaldol sequence to form pyruvate and acetoacetate, both of which are substrates for the citric acid cycle. The elucidation of the riboflavin catabolic pathway fills an important gap in our understanding of riboflavin metabolism and sets the stage for evaluating the impact of riboflavin catabolism on human and animal nutrition as well as the function of lumichrome as a quorum sensor mimic in the rhizosphere.
The characterization of riboflavin breakdown, by a cascade of oxidative and hydrolytic enzymes, sets the stage for evaluating the impact of riboflavin catabolism on human and animal nutrition.
{"title":"Vitamin B2 Catabolism: Nature’s Route from Riboflavin to Acetoacetate and Pyruvate","authors":"Sreyashi Sinha, , , Xiaohong Jian, , , Sanjoy Adak, , , Saad Naseem, , , Jessica L. Steiner, , , Dmytro Fedoseyenko, , , Aarthy Thiagarayaselvam, , and , Tadhg P. Begley*, ","doi":"10.1021/acscentsci.5c01234","DOIUrl":"https://doi.org/10.1021/acscentsci.5c01234","url":null,"abstract":"<p >Here we report the cloning and complete <i>in vitro</i> reconstitution of the enzymes of the riboflavin catabolic pathway. The pathway begins with the oxidative removal of ribose to form lumichrome, which is then solubilized by a P450-catalyzed oxidation of the C7 methyl group, followed by hydrolytic degradation of the C-ring pyrimidine. Loss of C4, in a thiamin-dependent heterocycle decarboxylation, is followed by a xanthine oxidase and Rieske dioxygenase-mediated degradation of the quinoxaline ring. Catechol dioxygenase then catalyzes the conversion of the resulting A-ring-derived catechol to form 4-methyl-6-carboxypyrone. This is cleaved through a hydrolysis/hydration/retroaldol sequence to form pyruvate and acetoacetate, both of which are substrates for the citric acid cycle. The elucidation of the riboflavin catabolic pathway fills an important gap in our understanding of riboflavin metabolism and sets the stage for evaluating the impact of riboflavin catabolism on human and animal nutrition as well as the function of lumichrome as a quorum sensor mimic in the rhizosphere.</p><p >The characterization of riboflavin breakdown, by a cascade of oxidative and hydrolytic enzymes, sets the stage for evaluating the impact of riboflavin catabolism on human and animal nutrition.</p>","PeriodicalId":10,"journal":{"name":"ACS Central Science","volume":"11 12","pages":"2353–2365"},"PeriodicalIF":10.4,"publicationDate":"2025-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://pubs.acs.org/doi/pdf/10.1021/acscentsci.5c01234","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145814111","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-18DOI: 10.1021/acscentsci.5c01645
He Gu, , , Pei Chen, , , Yinghui Xie, , , Yujie Zhao, , , Mengjie Hao, , , Zhongshan Chen, , , Hui Yang*, , , Geoffrey I. N. Waterhouse, , , Abdullah M. Al-Enizi, , , Ayman Nafady, , , Xiangke Wang*, , and , Shengqian Ma*,
The efficiency of covalent organic framework (COF)-based photocatalysts depends on their electron transfer behavior, which can be rationalized in terms of conjugation effects and induction effects. While conjugation effects have been widely explored in COF-based photocatalysts, induction effects have largely been ignored despite being important to overall photocatalytic activity. Herein, a new isoreticular series of ordered COFs was rationally designed to determine the relative importance of conjugation and induction effects in promoting photocatalytic activity. Systematic component modulation revealed the importance of a balance of conjugation and induction effects in achieving optimum catalytic performance in COF-based photocatalysts. Our study shows that (i) induction effects lead to electrons accumulating in specific positions of COFs, while (ii) p−π and π–π conjugation enables accurate electron transfer to the electron-rich active sites, thereby facilitating photogenerated electron–hole separation and transport and boosting photocatalytic activity. One of our developed COFs (COF-3S) displayed excellent photocatalytic uranium extraction performance in contaminated groundwater and seawater. These results establish that both induction and conjugation effects affect the photocatalytic activity of COFs, which is expected to provide new insight into the rational design of high-performance COF-based photocatalysts.
A new strategy is reported to optimize the photocatalytic uranyl removal performance of COFs by tuning the relative extent of conjugation and induction effects.
{"title":"Systematic Tuning of the Electronic Effects in Covalent Organic Frameworks for Promoting Photocatalysis","authors":"He Gu, , , Pei Chen, , , Yinghui Xie, , , Yujie Zhao, , , Mengjie Hao, , , Zhongshan Chen, , , Hui Yang*, , , Geoffrey I. N. Waterhouse, , , Abdullah M. Al-Enizi, , , Ayman Nafady, , , Xiangke Wang*, , and , Shengqian Ma*, ","doi":"10.1021/acscentsci.5c01645","DOIUrl":"https://doi.org/10.1021/acscentsci.5c01645","url":null,"abstract":"<p >The efficiency of covalent organic framework (COF)-based photocatalysts depends on their electron transfer behavior, which can be rationalized in terms of conjugation effects and induction effects. While conjugation effects have been widely explored in COF-based photocatalysts, induction effects have largely been ignored despite being important to overall photocatalytic activity. Herein, a new isoreticular series of ordered COFs was rationally designed to determine the relative importance of conjugation and induction effects in promoting photocatalytic activity. Systematic component modulation revealed the importance of a balance of conjugation and induction effects in achieving optimum catalytic performance in COF-based photocatalysts. Our study shows that (i) induction effects lead to electrons accumulating in specific positions of COFs, while (ii) p−π and π–π conjugation enables accurate electron transfer to the electron-rich active sites, thereby facilitating photogenerated electron–hole separation and transport and boosting photocatalytic activity. One of our developed COFs (COF-3S) displayed excellent photocatalytic uranium extraction performance in contaminated groundwater and seawater. These results establish that both induction and conjugation effects affect the photocatalytic activity of COFs, which is expected to provide new insight into the rational design of high-performance COF-based photocatalysts.</p><p >A new strategy is reported to optimize the photocatalytic uranyl removal performance of COFs by tuning the relative extent of conjugation and induction effects.</p>","PeriodicalId":10,"journal":{"name":"ACS Central Science","volume":"11 12","pages":"2448–2459"},"PeriodicalIF":10.4,"publicationDate":"2025-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://pubs.acs.org/doi/pdf/10.1021/acscentsci.5c01645","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145814122","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-12DOI: 10.1021/acscentsci.5c02102
Christoph K. Winkler, and , Wolfgang Kroutil,
The turnover number for decarboxylation catalyzed by UndB was taken to the next level. Still 3 orders of magnitude to go for industrial applications.
UndB催化脱羧的周转率提高到一个新的水平。工业应用还有3个数量级。
{"title":"In the Marathon toward Achieving Efficient Enzymatic Decarboxylation of Fatty Acids","authors":"Christoph K. Winkler, and , Wolfgang Kroutil, ","doi":"10.1021/acscentsci.5c02102","DOIUrl":"https://doi.org/10.1021/acscentsci.5c02102","url":null,"abstract":"<p >The turnover number for decarboxylation catalyzed by UndB was taken to the next level. Still 3 orders of magnitude to go for industrial applications.</p>","PeriodicalId":10,"journal":{"name":"ACS Central Science","volume":"11 12","pages":"2282–2284"},"PeriodicalIF":10.4,"publicationDate":"2025-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://pubs.acs.org/doi/pdf/10.1021/acscentsci.5c02102","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145814121","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-12DOI: 10.1021/acscentsci.5c01651
Pragyan Jha, , , Nikolai Mukhin, , , Jinge Xu, , , Christopher H.J. Moran, , , Arup Ghorai, , , Felix N. Castellano, , and , Milad Abolhasani*,
Precise, sustainable, and scalable bandgap tuning of metal halide perovskite (MHP) nanocrystals (NCs) is critical for their integration into advanced optoelectronic and photocatalytic systems. Photoinduced anion exchange reactions (PIAERs) enable uniform halide delivery with spatiotemporal control, yet their complex parameter space has limited mechanistic understanding and rational optimization. Here, we introduce a material-efficient fluidic self-driving laboratory (FSDL) that integrates a single-droplet microfluidic photoreactor, multimodal in situ spectroscopy, and a multiobjective Bayesian optimization framework to navigate the ∼106-dimensional design space of PIAERs autonomously. Through machine learning-guided exploration of this coupled parameter landscape, the FSDL rapidly identifies synthesis conditions that simultaneously maximize photoluminescence quantum yield and minimize emission line width for any target emission wavelength across the UV–visible spectrum. Mechanistic trends derived from surrogate modeling revealed distinct kinetic regimes for Br–→Cl– and Br–→I– exchanges, governed respectively by reaction time and photon flux, enabling reaction-specific tuning strategies. Critically, synthesis protocols discovered at the droplet scale (∼10 μL) were directly translated to continuous-flow operation (∼50–250 mL·day–1) without reoptimization, maintaining optical performance and establishing knowledge scalability across 4 orders of magnitude in throughput, with low energy demand. This study demonstrates a reproducible, mechanistically informed, and industrially relevant route for programmable light-directed bandgap tuning in MHP NCs.
A self-driving microfluidic platform uses UV light and AI-guided optimization to program halide exchange in perovskite quantum dots, scaling color tuning from droplets to continuous manufacturing.
{"title":"Programmable Light-Driven Color Tuning of Perovskite Quantum Dots","authors":"Pragyan Jha, , , Nikolai Mukhin, , , Jinge Xu, , , Christopher H.J. Moran, , , Arup Ghorai, , , Felix N. Castellano, , and , Milad Abolhasani*, ","doi":"10.1021/acscentsci.5c01651","DOIUrl":"https://doi.org/10.1021/acscentsci.5c01651","url":null,"abstract":"<p >Precise, sustainable, and scalable bandgap tuning of metal halide perovskite (MHP) nanocrystals (NCs) is critical for their integration into advanced optoelectronic and photocatalytic systems. Photoinduced anion exchange reactions (PIAERs) enable uniform halide delivery with spatiotemporal control, yet their complex parameter space has limited mechanistic understanding and rational optimization. Here, we introduce a material-efficient fluidic self-driving laboratory (FSDL) that integrates a single-droplet microfluidic photoreactor, multimodal <i>in situ</i> spectroscopy, and a multiobjective Bayesian optimization framework to navigate the ∼10<sup>6</sup>-dimensional design space of PIAERs autonomously. Through machine learning-guided exploration of this coupled parameter landscape, the FSDL rapidly identifies synthesis conditions that simultaneously maximize photoluminescence quantum yield and minimize emission line width for any target emission wavelength across the UV–visible spectrum. Mechanistic trends derived from surrogate modeling revealed distinct kinetic regimes for Br<sup>–</sup>→Cl<sup>–</sup> and Br<sup>–</sup>→I<sup>–</sup> exchanges, governed respectively by reaction time and photon flux, enabling reaction-specific tuning strategies. Critically, synthesis protocols discovered at the droplet scale (∼10 μL) were directly translated to continuous-flow operation (∼50–250 mL·day<sup>–1</sup>) without reoptimization, maintaining optical performance and establishing knowledge scalability across 4 orders of magnitude in throughput, with low energy demand. This study demonstrates a reproducible, mechanistically informed, and industrially relevant route for programmable light-directed bandgap tuning in MHP NCs.</p><p >A self-driving microfluidic platform uses UV light and AI-guided optimization to program halide exchange in perovskite quantum dots, scaling color tuning from droplets to continuous manufacturing.</p>","PeriodicalId":10,"journal":{"name":"ACS Central Science","volume":"11 12","pages":"2433–2447"},"PeriodicalIF":10.4,"publicationDate":"2025-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://pubs.acs.org/doi/pdf/10.1021/acscentsci.5c01651","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145814120","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-07DOI: 10.1021/acscentsci.5c02070
Elizabeth Walsh,
Sumit Chanda’s search for antivirals is in limbo after NIH halted its pandemic-preparedness program.
在美国国立卫生研究院停止其流行病防范计划后,中国对抗病毒药物的研究陷入了僵局。
{"title":"A Conversation with Sumit Chanda, Antiviral Drug Discovery Scientist","authors":"Elizabeth Walsh, ","doi":"10.1021/acscentsci.5c02070","DOIUrl":"https://doi.org/10.1021/acscentsci.5c02070","url":null,"abstract":"<p >Sumit Chanda’s search for antivirals is in limbo after NIH halted its pandemic-preparedness program.</p>","PeriodicalId":10,"journal":{"name":"ACS Central Science","volume":"11 11","pages":"2022–2024"},"PeriodicalIF":10.4,"publicationDate":"2025-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://pubs.acs.org/doi/pdf/10.1021/acscentsci.5c02070","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145594421","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}