Cancer continues to pose a major global health challenge due to its metabolic complexity. Pyruvate Kinase M2 (PKM2), a key glycolytic enzyme, is central to tumor progression and metastasis. To facilitate targeted drug discovery, we introduce PKM2Pred (https://pkm2pred.vercel.app/), a machine learning based freely accessible web server that classifies compounds as activators, inhibitors, or decoys and predicts their AC50 range. Built on a Random Forest classifier, the model achieved 94% accuracy and a Matthews Correlation Coefficient of 90.02%. A bootstrapped regression model estimated bioactivity ranges with confidence intervals, offering flexibility between prediction and range. The top three key molecular descriptors, such as WTPT-5, SRW9, and nHeteroRing, emerged as the most important statistical descriptors based on their percentage importance of 12.5, 8.2, and 5.8, respectively. Thus, PKM2Pred offers rapid, reliable, and cost-effective computational insight for anticancer drug discovery.
{"title":"PKM2Pred: An AI Tool for Rapid Identification and Potency Estimation of PKM2-Targeting Anticancer Compounds","authors":"Aryan Raj Saxena, , , Palak Singla, , , Arya Chakraborty, , , Archit Mukherjee, , , Mrityunjay Nigam, , and , Alok Jain*, ","doi":"10.1021/acsmedchemlett.5c00353","DOIUrl":"https://doi.org/10.1021/acsmedchemlett.5c00353","url":null,"abstract":"<p >Cancer continues to pose a major global health challenge due to its metabolic complexity. Pyruvate Kinase M2 (PKM2), a key glycolytic enzyme, is central to tumor progression and metastasis. To facilitate targeted drug discovery, we introduce PKM2Pred (https://pkm2pred.vercel.app/), a machine learning based freely accessible web server that classifies compounds as activators, inhibitors, or decoys and predicts their AC<sub>50</sub> range. Built on a Random Forest classifier, the model achieved 94% accuracy and a Matthews Correlation Coefficient of 90.02%. A bootstrapped regression model estimated bioactivity ranges with confidence intervals, offering flexibility between prediction and range. The top three key molecular descriptors, such as WTPT-5, SRW9, and nHeteroRing, emerged as the most important statistical descriptors based on their percentage importance of 12.5, 8.2, and 5.8, respectively. Thus, PKM2Pred offers rapid, reliable, and cost-effective computational insight for anticancer drug discovery.</p>","PeriodicalId":20,"journal":{"name":"ACS Medicinal Chemistry Letters","volume":"16 12","pages":"2407–2414"},"PeriodicalIF":4.0,"publicationDate":"2025-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145711680","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-11DOI: 10.1021/acsmedchemlett.5c00653
Isabel Iriepa, , , Marialessandra Contino, , , Carmen Abate, , and , José Marco-Contelles*,
Zervimesine is a small molecule, able to cross the blood–brain barrier, readily available by straightforward organic chemistry processes, showing few “off-target” effects, but displays a potent and selective S2R modulator profile. Evidence suggests Zervimesine can protect synapses and neurons by preventing the toxic effects of soluble Aβ oligomers.
{"title":"Zervimesine, a Small Sigma-2 Receptor Selective Modulator for Alzheimer’s Disease","authors":"Isabel Iriepa, , , Marialessandra Contino, , , Carmen Abate, , and , José Marco-Contelles*, ","doi":"10.1021/acsmedchemlett.5c00653","DOIUrl":"https://doi.org/10.1021/acsmedchemlett.5c00653","url":null,"abstract":"<p >Zervimesine is a small molecule, able to cross the blood–brain barrier, readily available by straightforward organic chemistry processes, showing few “off-target” effects, but displays a potent and selective S2R modulator profile. Evidence suggests Zervimesine can protect synapses and neurons by preventing the toxic effects of soluble Aβ oligomers.</p>","PeriodicalId":20,"journal":{"name":"ACS Medicinal Chemistry Letters","volume":"16 12","pages":"2371–2372"},"PeriodicalIF":4.0,"publicationDate":"2025-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145711679","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-11DOI: 10.1021/acsmedchemlett.5c00652
Hongtao Zhao*,
Ligand efficiency (LE), defined as the negative binding free energy per heavy atom, is a widely used metric in medicinal chemistry. Yet its mathematical construction embeds a strong size bias that distorts cross-size comparisons, and size-independent variants inherit sensitivity to the arbitrary choice of standard state. This study reviews normalization pitfalls, addresses uncertainty propagation, and introduces a state-invariant, size-normalized metric for efficiency-guided optimization from fragments to leads.
{"title":"Rethinking Ligand Efficiency: Normalization Pitfalls, Uncertainty, and State-Invariant Metrics","authors":"Hongtao Zhao*, ","doi":"10.1021/acsmedchemlett.5c00652","DOIUrl":"https://doi.org/10.1021/acsmedchemlett.5c00652","url":null,"abstract":"<p >Ligand efficiency (LE), defined as the negative binding free energy per heavy atom, is a widely used metric in medicinal chemistry. Yet its mathematical construction embeds a strong size bias that distorts cross-size comparisons, and size-independent variants inherit sensitivity to the arbitrary choice of standard state. This study reviews normalization pitfalls, addresses uncertainty propagation, and introduces a state-invariant, size-normalized metric for efficiency-guided optimization from fragments to leads.</p>","PeriodicalId":20,"journal":{"name":"ACS Medicinal Chemistry Letters","volume":"16 12","pages":"2368–2370"},"PeriodicalIF":4.0,"publicationDate":"2025-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145711678","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-10DOI: 10.1021/acsmedchemlett.5c00659
Anna C. Renner, and , Robert B. Kargbo*,
Recent inventions have unveiled two complementary therapeutic strategies: cyclic peptides that trigger the lysosomal degradation of the epidermal growth factor receptor (EGFR), and soluble peptide–MHC constructs that suppress autoreactive T-cell receptors in multiple sclerosis. Together, these innovations highlight emerging frameworks for precision control of receptor signaling and adaptive immunity using structurally defined peptide modulators.
{"title":"Dual Innovations in EGFR Degradation and Antigen-Specific Modulation for Multiple Sclerosis","authors":"Anna C. Renner, and , Robert B. Kargbo*, ","doi":"10.1021/acsmedchemlett.5c00659","DOIUrl":"https://doi.org/10.1021/acsmedchemlett.5c00659","url":null,"abstract":"<p >Recent inventions have unveiled two complementary therapeutic strategies: cyclic peptides that trigger the lysosomal degradation of the epidermal growth factor receptor (EGFR), and soluble peptide–MHC constructs that suppress autoreactive T-cell receptors in multiple sclerosis. Together, these innovations highlight emerging frameworks for precision control of receptor signaling and adaptive immunity using structurally defined peptide modulators.</p>","PeriodicalId":20,"journal":{"name":"ACS Medicinal Chemistry Letters","volume":"16 12","pages":"2398–2400"},"PeriodicalIF":4.0,"publicationDate":"2025-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145711675","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-10DOI: 10.1021/acsmedchemlett.5c00527
N. Sathya Sai Saranya, , , Rahul Choudhury, , , Ganesh Routholla, , , Prathmesh R. Supekar, , , Nandhakumaar R, , , Alna Kuriyickal Martin, , , Renuga Devi Muruganandham, , , Bokara Kiran Kumar*, , and , D. Srinivasa Reddy*,
Herein we report the first synthesis of the proposed structure of a benzodiazocine natural product, peganutonin A. Considering the druggable nature of benzodiazocine and its limited exploration in the field of medicinal chemistry, we generalized the approach and created a library of compounds useful for various biological activities. Key steps in present approach include tryptamine cyclization facilitated by tert-butyl hypochlorite and cleavage of the fused indole ring using ozonolysis. Preliminary screening of the synthesized compounds resulted in potent antiviral compounds against the SARS-CoV-2 virus.
{"title":"Ready Access to Benzodiazocines from Tryptamines: A Druggable Scaffold toward Antiviral Agents","authors":"N. Sathya Sai Saranya, , , Rahul Choudhury, , , Ganesh Routholla, , , Prathmesh R. Supekar, , , Nandhakumaar R, , , Alna Kuriyickal Martin, , , Renuga Devi Muruganandham, , , Bokara Kiran Kumar*, , and , D. Srinivasa Reddy*, ","doi":"10.1021/acsmedchemlett.5c00527","DOIUrl":"https://doi.org/10.1021/acsmedchemlett.5c00527","url":null,"abstract":"<p >Herein we report the first synthesis of the proposed structure of a benzodiazocine natural product, peganutonin A. Considering the druggable nature of benzodiazocine and its limited exploration in the field of medicinal chemistry, we generalized the approach and created a library of compounds useful for various biological activities. Key steps in present approach include tryptamine cyclization facilitated by <i>tert</i>-butyl hypochlorite and cleavage of the fused indole ring using ozonolysis. Preliminary screening of the synthesized compounds resulted in potent antiviral compounds against the SARS-CoV-2 virus.</p>","PeriodicalId":20,"journal":{"name":"ACS Medicinal Chemistry Letters","volume":"16 12","pages":"2362–2367"},"PeriodicalIF":4.0,"publicationDate":"2025-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145711676","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-10DOI: 10.1021/acsmedchemlett.5c00661
Anna C. Renner, and , Robert B. Kargbo*,
Recent patents unveil a new wave of psychedelic analogs optimized for 5-HT2A receptor modulation, reduced adverse effects, and tunable duration of action. By refining DMT and psilocin scaffolds through prodrug design, fluorination, and structure–activity exploration, these innovations promise safer, shorter-acting psychedelic medicines that align with clinical workflow and improve therapeutic predictability for psychiatric disorders.
{"title":"Engineering the Next Generation of Psychedelic Therapeutics through Serotonergic Precision and Pharmacokinetic Control","authors":"Anna C. Renner, and , Robert B. Kargbo*, ","doi":"10.1021/acsmedchemlett.5c00661","DOIUrl":"https://doi.org/10.1021/acsmedchemlett.5c00661","url":null,"abstract":"<p >Recent patents unveil a new wave of psychedelic analogs optimized for 5-HT<sub>2</sub>A receptor modulation, reduced adverse effects, and tunable duration of action. By refining DMT and psilocin scaffolds through prodrug design, fluorination, and structure–activity exploration, these innovations promise safer, shorter-acting psychedelic medicines that align with clinical workflow and improve therapeutic predictability for psychiatric disorders.</p>","PeriodicalId":20,"journal":{"name":"ACS Medicinal Chemistry Letters","volume":"16 12","pages":"2392–2394"},"PeriodicalIF":4.0,"publicationDate":"2025-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145711672","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-10DOI: 10.1021/acsmedchemlett.5c00662
Anna C. Renner, and , Robert B. Kargbo*,
New-generation KRAS G12C inhibitors demonstrate enhanced activity in both peripheral and central nervous system malignancies. Frontier Medicines’ pyridopyrimidines and Novartis’s spiro-indazole inhibitor (opnurasib) overcome resistance mechanisms by targeting both GDP- and GTP-bound KRAS states. Their blood–brain barrier permeability and synergy with immune checkpoint inhibitors represent a transformative advance for KRAS-driven cancers, especially metastatic nonsmall cell lung cancer (NSCLC).
{"title":"Dual-State KRAS G12C Inhibitors as Emerging Therapeutics for Brain and Lung Metastases","authors":"Anna C. Renner, and , Robert B. Kargbo*, ","doi":"10.1021/acsmedchemlett.5c00662","DOIUrl":"https://doi.org/10.1021/acsmedchemlett.5c00662","url":null,"abstract":"<p >New-generation KRAS G12C inhibitors demonstrate enhanced activity in both peripheral and central nervous system malignancies. Frontier Medicines’ pyridopyrimidines and Novartis’s spiro-indazole inhibitor (opnurasib) overcome resistance mechanisms by targeting both GDP- and GTP-bound KRAS states. Their blood–brain barrier permeability and synergy with immune checkpoint inhibitors represent a transformative advance for KRAS-driven cancers, especially metastatic nonsmall cell lung cancer (NSCLC).</p>","PeriodicalId":20,"journal":{"name":"ACS Medicinal Chemistry Letters","volume":"16 12","pages":"2389–2391"},"PeriodicalIF":4.0,"publicationDate":"2025-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145711673","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-10DOI: 10.1021/acsmedchemlett.5c00660
Anna C. Renner, and , Robert B. Kargbo*,
Recent innovations in targeted protein degradation (TPD) extend beyond small-molecule PROTACs to encompass engineered peptides and recyclable ligand systems. Two complementary strategies─EGFR-directed peptide complexes and PKC-targeting bifunctional degraders─highlight a mechanistic expansion of TPD into kinase-driven pathologies, offering new avenues for addressing cancer resistance, immune dysregulation, and receptor signaling with enhanced precision and modularity.
{"title":"Targeted Degradation of EGFR and PKC Isoforms: Emerging Bifunctional and Peptidic Modalities in Oncology and Immune Regulation","authors":"Anna C. Renner, and , Robert B. Kargbo*, ","doi":"10.1021/acsmedchemlett.5c00660","DOIUrl":"https://doi.org/10.1021/acsmedchemlett.5c00660","url":null,"abstract":"<p >Recent innovations in targeted protein degradation (TPD) extend beyond small-molecule PROTACs to encompass engineered peptides and recyclable ligand systems. Two complementary strategies─EGFR-directed peptide complexes and PKC-targeting bifunctional degraders─highlight a mechanistic expansion of TPD into kinase-driven pathologies, offering new avenues for addressing cancer resistance, immune dysregulation, and receptor signaling with enhanced precision and modularity.</p>","PeriodicalId":20,"journal":{"name":"ACS Medicinal Chemistry Letters","volume":"16 12","pages":"2395–2397"},"PeriodicalIF":4.0,"publicationDate":"2025-11-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145711677","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-09DOI: 10.1021/acsmedchemlett.5c00664
Ram W. Sabnis*,
Provided herein are novel compounds as PI3Kα inhibitors, pharmaceutical compositions, use of such compounds in treating cancer, and processes for preparing such compounds.
{"title":"Novel Compounds as PI3Kalpha Inhibitors for Treating Cancer","authors":"Ram W. Sabnis*, ","doi":"10.1021/acsmedchemlett.5c00664","DOIUrl":"https://doi.org/10.1021/acsmedchemlett.5c00664","url":null,"abstract":"<p >Provided herein are novel compounds as PI3Kα inhibitors, pharmaceutical compositions, use of such compounds in treating cancer, and processes for preparing such compounds.</p>","PeriodicalId":20,"journal":{"name":"ACS Medicinal Chemistry Letters","volume":"16 12","pages":"2385–2386"},"PeriodicalIF":4.0,"publicationDate":"2025-11-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145711609","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-07DOI: 10.1021/acsmedchemlett.5c00663
Ram W. Sabnis*,
Provided herein are novel compounds as ACC inhibitors, pharmaceutical compositions, use of such compounds in treating acne, and processes for preparing such compounds.
{"title":"Novel Compounds as ACC Inhibitors for Treating Acne","authors":"Ram W. Sabnis*, ","doi":"10.1021/acsmedchemlett.5c00663","DOIUrl":"https://doi.org/10.1021/acsmedchemlett.5c00663","url":null,"abstract":"<p >Provided herein are novel compounds as ACC inhibitors, pharmaceutical compositions, use of such compounds in treating acne, and processes for preparing such compounds.</p>","PeriodicalId":20,"journal":{"name":"ACS Medicinal Chemistry Letters","volume":"16 12","pages":"2387–2388"},"PeriodicalIF":4.0,"publicationDate":"2025-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145711608","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}