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1.
Proc Natl Acad Sci U S A ; 120(34): e2304071120, 2023 08 22.
Artículo en Inglés | MEDLINE | ID: mdl-37585458

RESUMEN

Class IA phosphoinositide 3-kinase alpha (PI3Kα) is an important drug target because it is one of the most frequently mutated proteins in human cancers. However, small molecule inhibitors currently on the market or under development have safety concerns due to a lack of selectivity. Therefore, other chemical scaffolds or unique mechanisms of catalytic kinase inhibition are needed. Here, we report the cryo-electron microscopy structures of wild-type PI3Kα, the dimer of p110α and p85α, in complex with three Y-shaped ligands [cpd16 (compound 16), cpd17 (compound 17), and cpd18 (compound 18)] of different affinities and no inhibitory effect on the kinase activity. Unlike ATP-competitive inhibitors, cpd17 adopts a Y-shaped conformation with one arm inserted into a binding pocket formed by R770 and W780 and the other arm lodged in the ATP-binding pocket at an angle that is different from that of the ATP phosphate tail. Such a special interaction induces a conformation of PI3Kα resembling that of the unliganded protein. These observations were confirmed with two isomers (cpd16 and cpd18). Further analysis of these Y-shaped ligands revealed the structural basis of differential binding affinities caused by stereo- or regiochemical modifications. Our results may offer a different direction toward the design of therapeutic agents against PI3Kα.


Asunto(s)
Fosfatidilinositol 3-Quinasa , Fosfatidilinositol 3-Quinasas , Humanos , Fosfatidilinositol 3-Quinasas/metabolismo , Ligandos , Microscopía por Crioelectrón , Adenosina Trifosfato/metabolismo
2.
Proc Natl Acad Sci U S A ; 118(16)2021 04 20.
Artículo en Inglés | MEDLINE | ID: mdl-33850024

RESUMEN

We describe the development of OncoFAP, an ultra-high-affinity ligand of fibroblast activation protein (FAP) for targeting applications with pan-tumoral potential. OncoFAP binds to human FAP with affinity in the subnanomolar concentration range and cross-reacts with the murine isoform of the protein. We generated various fluorescent and radiolabeled derivatives of OncoFAP in order to study biodistribution properties and tumor-targeting performance in preclinical models. Fluorescent derivatives selectively localized in FAP-positive tumors implanted in nude mice with a rapid and homogeneous penetration within the neoplastic tissue. Quantitative in vivo biodistribution studies with a lutetium-177-labeled derivative of OncoFAP revealed a preferential localization in tumors at doses of up to 1,000 nmol/kg. More than 30% of the injected dose had already accumulated in 1 g of tumor 10 min after intravenous injection and persisted for at least 3 h with excellent tumor-to-organ ratios. OncoFAP also served as a modular component for the generation of nonradioactive therapeutic products. A fluorescein conjugate mediated a potent and FAP-dependent tumor cell killing activity in combination with chimeric antigen receptor (CAR) T cells specific to fluorescein. Similarly, a conjugate of OncoFAP with the monomethyl auristatin E-based Vedotin payload was well tolerated and cured tumor-bearing mice in combination with a clinical-stage antibody-interleukin-2 fusion. Collectively, these data support the development of OncoFAP-based products for tumor-targeting applications in patients with cancer.


Asunto(s)
Sistemas de Liberación de Medicamentos/métodos , Endopeptidasas/química , Endopeptidasas/metabolismo , Proteínas de la Membrana/química , Proteínas de la Membrana/metabolismo , Animales , Línea Celular Tumoral , Endopeptidasas/fisiología , Fibroblastos , Expresión Génica/genética , Regulación Neoplásica de la Expresión Génica/genética , Marcaje Isotópico , Ligandos , Lutecio/química , Masculino , Proteínas de la Membrana/fisiología , Ratones , Ratones Desnudos , Neoplasias/metabolismo , Quinolinas/química , Radioisótopos/química , Radiofármacos , Distribución Tisular/fisiología , Ensayos Antitumor por Modelo de Xenoinjerto/métodos
3.
Eur J Nucl Med Mol Imaging ; 50(3): 957-961, 2023 02.
Artículo en Inglés | MEDLINE | ID: mdl-36184692

RESUMEN

PURPOSE: Recently, Pluvicto™ ([177Lu]Lu-PSMA-617), a small-molecule prostate-specific membrane antigen (PSMA) radioligand therapeutic, has been approved by the FDA in metastatic castration-resistant prostate cancer. Pluvicto™ and other PSMA-targeting radioligand therapeutics (RLTs) have shown side effects due to accumulation in certain healthy tissues, such as salivary glands and kidney. Until now, the molecular mechanism underlying the undesired accumulation of PSMA-targeting RLTs had not been elucidated. METHODS: We compared the sequence of PSMA with the entire human proteome to identify proteins closely related to the target. We have identified glutamate carboxypeptidase III (GCPIII), N-acetylated alpha-linked acidic dipeptidase like 1 (NAALADL-1), and transferrin receptor 1 (TfR1) as extracellular targets with the highest similarity to PSMA. The affinity of compound 1 for PSMA, GCPIII, NAALADL-1, and TfR1 was measured by fluorescence polarization. The expression of the putative anti-target GCPIII was assessed by immunofluorescence on human salivary glands and kidney, using commercially available antibodies. RESULTS: A fluorescent derivative of Pluvicto™ (compound 1) bound tightly to PSMA and to GCPIII in fluorescence polarization experiments, while no interaction was observed with NAALADL-1 and TfR1. Immunofluorescence analysis revealed abundant expression of GCPIII both in healthy human kidney and salivary glands. CONCLUSION: We conclude that the membranous expression of GCPIII in kidney and salivary gland may be the underlying cause for unwanted accumulation of Pluvicto™ and other Glu-ureido PSMA radio pharmaceuticals in patients.


Asunto(s)
Neoplasias de la Próstata Resistentes a la Castración , Radiofármacos , Masculino , Humanos , Radiofármacos/uso terapéutico , Dipéptidos/uso terapéutico , Antígeno Prostático Específico , Neoplasias de la Próstata Resistentes a la Castración/metabolismo , Glutamato Carboxipeptidasa II/metabolismo , Antígenos de Superficie/metabolismo , Radioisótopos/uso terapéutico , Glándulas Salivales/diagnóstico por imagen , Glándulas Salivales/metabolismo , Riñón/metabolismo , Lutecio/uso terapéutico
4.
Nitric Oxide ; 136-137: 1-7, 2023 07 01.
Artículo en Inglés | MEDLINE | ID: mdl-37172929

RESUMEN

BACKGROUND: Impairment of ventilation and perfusion (V/Q) matching is a common mechanism leading to hypoxemia in patients with acute respiratory failure requiring intensive care unit (ICU) admission. While ventilation has been thoroughly investigated, little progress has been made to monitor pulmonary perfusion at the bedside and treat impaired blood distribution. The study aimed to assess real-time changes in regional pulmonary perfusion in response to a therapeutic intervention. METHODS: Single-center prospective study that enrolled adult patients with ARDS caused by SARS-Cov-2 who were sedated, paralyzed, and mechanically ventilated. The distribution of pulmonary perfusion was assessed through electrical impedance tomography (EIT) after the injection of a 10-ml bolus of hypertonic saline. The therapeutic intervention consisted in the administration of inhaled nitric oxide (iNO), as rescue therapy for refractory hypoxemia. Each patient underwent two 15-min steps at 0 and 20 ppm iNO, respectively. At each step, respiratory, gas exchange, and hemodynamic parameters were recorded, and V/Q distribution was measured, with unchanged ventilatory settings. RESULTS: Ten 65 [56-75] years old patients with moderate (40%) and severe (60%) ARDS were studied 10 [4-20] days after intubation. Gas exchange improved at 20 ppm iNO (PaO2/FiO2 from 86 ± 16 to 110 ± 30 mmHg, p = 0.001; venous admixture from 51 ± 8 to 45 ± 7%, p = 0.0045; dead space from 29 ± 8 to 25 ± 6%, p = 0.008). The respiratory system's elastic properties and ventilation distribution were unaltered by iNO. Hemodynamics did not change after gas initiation (cardiac output 7.6 ± 1.9 vs. 7.7 ± 1.9 L/min, p = 0.66). The EIT pixel perfusion maps showed a variety of patterns of changes in pulmonary blood flow, whose increase positively correlated with PaO2/FiO2 increase (R2 = 0.50, p = 0.049). CONCLUSIONS: The assessment of lung perfusion is feasible at the bedside and blood distribution can be modulated with effects that are visualized in vivo. These findings might lay the foundations for testing new therapies aimed at optimizing the regional perfusion in the lungs.


Asunto(s)
COVID-19 , Síndrome de Dificultad Respiratoria , Insuficiencia Respiratoria , Adulto , Humanos , Persona de Mediana Edad , Anciano , Circulación Pulmonar , Estudios Prospectivos , Intercambio Gaseoso Pulmonar , COVID-19/complicaciones , SARS-CoV-2 , Síndrome de Dificultad Respiratoria/tratamiento farmacológico , Síndrome de Dificultad Respiratoria/etiología , Óxido Nítrico , Hipoxia , Insuficiencia Respiratoria/tratamiento farmacológico , Administración por Inhalación
5.
Chemistry ; 27(24): 7160-7167, 2021 Apr 26.
Artículo en Inglés | MEDLINE | ID: mdl-33586277

RESUMEN

The synthesis and characterization of a novel DNA-encoded library of macrocyclic peptide derivatives are described; the macrocycles are based on three sets of proteinogenic and non-proteinogenic amino acid building blocks and featuring the use of copper(I)-catalyzed alkyne-azide cycloaddition (CuAAC) reaction for ring closure. The library (termed YO-DEL) which contains 1 254 838 compounds, was encoded with DNA in single-stranded format and was screened against target proteins of interest using affinity capture procedures and photocrosslinking. YO-DEL selections yielded specific binders against serum albumins, carbonic anhydrases and NKp46, a marker of activated Natural Killer cells.


Asunto(s)
Anhidrasas Carbónicas , Bibliotecas de Moléculas Pequeñas , ADN , Biblioteca de Genes , Péptidos
6.
Chemistry ; 27(35): 8985-8993, 2021 Jun 21.
Artículo en Inglés | MEDLINE | ID: mdl-33905156

RESUMEN

DNA-encoded chemical libraries are typically screened against purified protein targets. Recently, cell-based selections with encoded chemical libraries have been described, commonly revealing suboptimal performance due to insufficient recovery of binding molecules. We used carbonic anhydrase IX (CAIX)-expressing tumor cells as a model system to optimize selection procedures with code-specific quantitative polymerase chain reaction (qPCR) as selection readout. Salt concentration and performing PCR on cell suspension had the biggest impact on selection performance, leading to 15-fold enrichment factors for high-affinity monovalent CAIX binders (acetazolamide; KD =8.7 nM). Surprisingly, the homobivalent display of acetazolamide at the extremities of both complementary DNA strands led to a substantial improvement of both ligand recovery and enrichment factors (above 100-fold). The optimized procedures were used for selections with a DNA-encoded chemical library comprising 1 million members against tumor cell lines expressing CAIX, leading to a preferential recovery of known and new ligands against this validated tumor-associated target. This work may facilitate future affinity selections on cells against target proteins which might be difficult to express otherwise.


Asunto(s)
Anhidrasa Carbónica IX , ADN , Bibliotecas de Moléculas Pequeñas , Antígenos de Neoplasias/genética , Anhidrasa Carbónica IX/genética , Línea Celular Tumoral , Biblioteca de Genes , Humanos , Ligandos
7.
Bioorg Med Chem ; 41: 116206, 2021 07 01.
Artículo en Inglés | MEDLINE | ID: mdl-34038862

RESUMEN

Progress in DNA-encoded chemical library synthesis and screening crucially relies on the availability of DNA-compatible reactions, which proceed with high yields and excellent purity for a large number of possible building blocks. In the past, experimental conditions have been presented for the execution of Suzuki and Sonogashira cross-coupling reactions on-DNA. In this article, our aim was to optimize Suzuki and Sonogashira reactions, comparing our results to previously published procedures. We have tested the performance of improved conditions using 606 building blocks (including boronic acids, pinacol boranes and terminal alkynes), achieving >70% conversion for 84% of the tested molecules. Moreover, we describe efficient experimental conditions for the on-DNA synthesis of amide bonds, starting from DNA derivatives carrying a carboxylic acid moiety and 300 primary, secondary and aromatic amines, as amide bonds are frequently found in DNA-encoded chemical libraries thanks to their excellent DNA compatibility.


Asunto(s)
Técnicas Químicas Combinatorias/métodos , ADN/química , Descubrimiento de Drogas/métodos , Bibliotecas de Moléculas Pequeñas , Amidas/química , Catálisis , Estructura Molecular
8.
Anal Chem ; 92(15): 10822-10829, 2020 08 04.
Artículo en Inglés | MEDLINE | ID: mdl-32615755

RESUMEN

The availability of reliable methods for the characterization of the binding of small molecule ligands to protein targets is crucially important for drug discovery. We have adapted a method, routinely used for the characterization of monoclonal antibodies (enzyme-linked immunosorbent assay, or "ELISA"), to small molecule ligands, using fluorescein conjugates and antifluorescein antibodies as detection reagents. The new small molecule-ELISA methodology was tested using a panel of binders specific to carbonic anhydrase II, with dissociation constants ranging between 6 µM and 14 nM. An excellent agreement was found between ELISA measurements and fluorescence polarization results. The methodology was also extended to BIAcore measurements and implemented for ligands coupled to oligonucleotides. Small molecule-ELISA procedures are particularly useful in the context of DNA-encoded libraries, for which hit validation procedures need to be performed on dozens of candidate molecules and hit compounds can be conveniently resynthesized on DNA.


Asunto(s)
Fluoresceína/química , Fragmentos de Inmunoglobulinas/química , Bibliotecas de Moléculas Pequeñas/química , Animales , Bovinos , Ligandos , Modelos Moleculares , Conformación Proteica
9.
Biochem Biophys Res Commun ; 533(2): 223-229, 2020 12 03.
Artículo en Inglés | MEDLINE | ID: mdl-32386812

RESUMEN

DNA-encoded chemical libraries (DEL) are increasingly being used for the discovery and optimization of small organic ligands to proteins of biological or pharmaceutical interest. The DNA fragments, that serve as amplifiable identification barcodes for individual compounds in the library, are typically used in double-stranded DNA format. To the best of our knowledge, a direct comparison of DEL selections featuring DNA in either single- or double-stranded DNA format has not yet been reported. In this article, we describe a comparative evaluation of selections with two DEL libraries (named GB-DEL and NF-DEL), based on different chemical designs and produced in both single- and double-stranded DNA format. The libraries were selected in identical conditions against multiple protein targets, revealing comparable and reproducible fingerprints for both types of DNA formats. Surprisingly, selections performed with single-stranded DNA barcodes exhibited improved enrichment factors compared to double-stranded DNA. Using high-affinity ligands to carbonic anhydrase IX as benchmarks for selection performance, we observed an improved selectivity for the NF-DEL library (on average 2-fold higher enrichment factors) in favor of single-stranded DNA. The enrichment factors were even higher for the GB-DEL selections (approximately 5-fold), compared to the same library in double-stranded DNA format. Collectively, these results indicate that DEL libraries can conveniently be synthesized and screened in both single- and double-stranded DNA format, but single-stranded DNA barcodes typically yield enhanced enrichment factors.


Asunto(s)
ADN de Cadena Simple/química , ADN/química , Bibliotecas de Moléculas Pequeñas/química , Sitios de Unión , Técnicas Químicas Combinatorias , ADN/síntesis química , ADN de Cadena Simple/síntesis química , Ligandos , Modelos Moleculares , Bibliotecas de Moléculas Pequeñas/síntesis química
10.
Bioconjug Chem ; 31(7): 1775-1783, 2020 07 15.
Artículo en Inglés | MEDLINE | ID: mdl-32515934

RESUMEN

All Universal Chimeric Antigen Receptor T-cells (UniCAR T-cells) are T-cells which have been engineered to recognize a haptenated ligand. Due to this feature, UniCAR T-cells have the potential to mediate a potent and selective tumor killing only in the presence of a haptenated tumor ligand, thus avoiding the long-lasting biocidal effects of conventional CAR T-cells. We have used fluorescein-labeled versions of small organic ligands and different antibody formats specific to carbonic anhydrase IX (a tumor-associated antigen) in order to assess whether the killing potential of UniCAR T-cells depended on the molecular features of the haptenated molecule. Both small molecule ligands and larger antibody fragments were potent in mediating tumor cell killing over a broad concentration range. Antibodies could be conveniently used both in IgG format and as smaller diabody fragments. Importantly, the use of site-specific chemical modification strategies for the antibody coupling to fluorescein led to a substantial improvement of tumor cell killing performance, compared to the random modification of primary amino groups on the antibody surface.


Asunto(s)
Receptores Quiméricos de Antígenos/inmunología , Linfocitos T/inmunología , Antígenos de Neoplasias/metabolismo , Apoptosis/inmunología , Anhidrasa Carbónica IX/metabolismo , Línea Celular Tumoral , Fluoresceína/química , Humanos , Cinética , Ligandos , Receptores Quiméricos de Antígenos/metabolismo
13.
Crit Care Med ; 44(7): e579-82, 2016 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-26657404

RESUMEN

OBJECTIVE: To better clarify the pathogenesis of linezolid-induced lactic acidosis. DESIGN: Case report. SETTING: ICU. PATIENT: A 64-year-old man who died with linezolid-induced lactic acidosis. INTERVENTIONS: Skeletal muscle was sampled at autopsy to study mitochondrial function. MEASUREMENTS AND MAIN RESULTS: Lactic acidosis developed during continuous infusion of linezolid while oxygen consumption and oxygen extraction were diminishing from 172 to 52 mL/min/m and from 0.27 to 0.10, respectively. Activities of skeletal muscle respiratory chain complexes I, III, and IV, encoded by nuclear and mitochondrial DNA, were abnormally low, whereas activity of complex II, entirely encoded by nuclear DNA, was not. Protein studies confirmed stoichiometric imbalance between mitochondrial (cytochrome c oxidase subunits 1 and 2) and nuclear (succinate dehydrogenase A) DNA-encoded respiratory chain subunits. These findings were not explained by defects in mitochondrial DNA or transcription. There were no compensatory mitochondrial biogenesis (no induction of nuclear respiratory factor 1 and mitochondrial transcript factor A) or adaptive unfolded protein response (reduced concentration of heat shock proteins 60 and 70). CONCLUSIONS: Linezolid-induced lactic acidosis is associated with diminished global oxygen consumption and extraction. These changes reflect selective inhibition of mitochondrial protein synthesis (probably translation) with secondary mitonuclear imbalance. One novel aspect of linezolid toxicity that needs to be confirmed is blunting of reactive mitochondrial biogenesis and unfolded protein response.


Asunto(s)
Acidosis Láctica/inducido químicamente , Linezolid/efectos adversos , Mitocondrias Musculares/metabolismo , Consumo de Oxígeno/efectos de los fármacos , Acidosis Láctica/metabolismo , Resultado Fatal , Humanos , Masculino , Persona de Mediana Edad , Insuficiencia Respiratoria/tratamiento farmacológico
14.
J Med Chem ; 67(10): 8247-8260, 2024 May 23.
Artículo en Inglés | MEDLINE | ID: mdl-38716576

RESUMEN

Prostate-specific membrane antigen (PSMA)-targeted radio ligand therapeutics (RLTs), such as [177Lu]Lu-PSMA-617 (Pluvicto), have been shown to accumulate in salivary glands and kidneys, potentially leading to undesired side effects. As unwanted accumulation in normal organs may derive from the cross-reactivity of PSMA ligands to glutamate carboxypeptidase III (GCPIII), it may be convenient to block this interaction with GCPIII-selective ligands. Parallel screening of a DNA-encoded chemical library (DEL) against GCPIII and PSMA allowed the identification of GCPIII binders. Structure-activity relationship (SAR) studies resulted in the identification of nanomolar GCPIII ligands with up to 1000-fold selectivity over PSMA. We studied the ability of GCPIII ligands to counteract the binding of [177Lu]Lu-PSMA-617 to human salivary glands by autoradiography and could demonstrate a partial radioprotection.


Asunto(s)
Dipéptidos , Compuestos Heterocíclicos con 1 Anillo , Lutecio , Humanos , Antígenos de Superficie , Autorradiografía , Dipéptidos/química , Dipéptidos/metabolismo , Glutamato Carboxipeptidasa II , Compuestos Heterocíclicos con 1 Anillo/química , Compuestos Heterocíclicos con 1 Anillo/metabolismo , Ligandos , Lutecio/química , Lutecio/metabolismo , Antígeno Prostático Específico , Radioisótopos/química , Radioisótopos/metabolismo , Radiofármacos/química , Radiofármacos/metabolismo , Radiofármacos/farmacocinética , Glándulas Salivales/metabolismo , Relación Estructura-Actividad , Distribución Tisular
15.
Antibiotics (Basel) ; 13(4)2024 Apr 05.
Artículo en Inglés | MEDLINE | ID: mdl-38667007

RESUMEN

Meningitis and ventriculitis, due to carbapenem-resistant Enterobacterales, are frequently associated with significant morbidity and mortality. In the case of multi-drug-resistant pathogens, it is necessary to consider the limited susceptibility profile as well as the penetration of the antimicrobials into the brain. Limited data are available regarding the treatment of central nervous system infections caused by carbapenem-resistant Enterobacterales. We report a study of a patient treated with meropenem-vaborbactam in the case of post-neurosurgical meningitis due to carbapenemase-producing Klebsiella pneumoniae (CPKP).

16.
Chem Sci ; 14(43): 12026-12033, 2023 Nov 08.
Artículo en Inglés | MEDLINE | ID: mdl-37969600

RESUMEN

DNA-encoded chemical libraries (DELs) are powerful drug discovery tools, enabling the parallel screening of millions of DNA-barcoded compounds. We investigated how the DEL input affects the hit discovery rate in DEL screenings. Evaluation of selection fingerprints revealed that the use of approximately 105 copies of each library member is required for the confident identification of nanomolar hits, using generally applicable methodologies.

17.
J Clin Med ; 12(12)2023 Jun 08.
Artículo en Inglés | MEDLINE | ID: mdl-37373608

RESUMEN

BACKGROUND: Changing trunk inclination affects lung function in patients with ARDS. However, its impacts on PEEP titration remain unknown. The primary aim of this study was to assess, in mechanically ventilated patients with COVID-19 ARDS, the effects of trunk inclination on PEEP titration. The secondary aim was to compare respiratory mechanics and gas exchange in the semi-recumbent (40° head-of-the-bed) and supine-flat (0°) positions following PEEP titration. METHODS: Twelve patients were positioned both at 40° and 0° trunk inclination (randomized order). The PEEP associated with the best compromise between overdistension and collapse guided by Electrical Impedance Tomography (PEEPEIT) was set. After 30 min of controlled mechanical ventilation, data regarding respiratory mechanics, gas exchange, and EIT parameters were collected. The same procedure was repeated for the other trunk inclination. RESULTS: PEEPEIT was lower in the semi-recumbent than in the supine-flat position (8 ± 2 vs. 13 ± 2 cmH2O, p < 0.001). A semi-recumbent position with optimized PEEP resulted in higher PaO2:FiO2 (141 ± 46 vs. 196 ± 99, p = 0.02) and a lower global inhomogeneity index (46 ± 10 vs. 53 ± 11, p = 0.008). After 30 min of observation, a loss of aeration (measured by EIT) was observed only in the supine-flat position (-153 ± 162 vs. 27 ± 203 mL, p = 0.007). CONCLUSIONS: A semi-recumbent position is associated with lower PEEPEIT and results in better oxygenation, less derecruitment, and more homogenous ventilation compared to the supine-flat position.

18.
ACS Omega ; 8(28): 25090-25100, 2023 Jul 18.
Artículo en Inglés | MEDLINE | ID: mdl-37483198

RESUMEN

DNA-Encoded Chemical Libraries (DELs) have emerged as efficient and cost-effective ligand discovery tools, which enable the generation of protein-ligand interaction data of unprecedented size. In this article, we present an approach that combines DEL screening and instance-level deep learning modeling to identify tumor-targeting ligands against carbonic anhydrase IX (CAIX), a clinically validated marker of hypoxia and clear cell renal cell carcinoma. We present a new ligand identification and hit-to-lead strategy driven by machine learning models trained on DELs, which expand the scope of DEL-derived chemical motifs. CAIX-screening datasets obtained from three different DELs were used to train machine learning models for generating novel hits, dissimilar to elements present in the original DELs. Out of the 152 novel potential hits that were identified with our approach and screened in an in vitro enzymatic inhibition assay, 70% displayed submicromolar activities (IC50 < 1 µM). To generate lead compounds that are functionalized with anticancer payloads, analogues of top hits were prioritized for synthesis based on the predicted CAIX affinity and synthetic feasibility. Three lead candidates showed accumulation on the surface of CAIX-expressing tumor cells in cellular binding assays. The best compound displayed an in vitro KD of 5.7 nM and selectively targeted tumors in mice bearing human renal cell carcinoma lesions. Our results demonstrate the synergy between DEL and machine learning for the identification of novel hits and for the successful translation of lead candidates for in vivo targeting applications.

19.
Nat Chem ; 15(10): 1431-1443, 2023 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-37400597

RESUMEN

DNA-encoded chemical libraries (DELs) consist of large chemical compound collections individually linked to DNA barcodes, facilitating pooled construction and screening. However, screening campaigns often fail if the molecular arrangement of the building blocks is not conducive to an efficient interaction with a protein target. Here we postulated that the use of rigid, compact and stereo-defined central scaffolds for DEL synthesis may facilitate the discovery of very specific ligands capable of discriminating between closely related protein targets. We synthesized a DEL comprising 3,735,936 members, featuring the four stereoisomers of 4-aminopyrrolidine-2-carboxylic acid as central scaffolds. The library was screened in comparative selections against pharmaceutically relevant targets and their closely related protein isoforms. Hit validation results revealed a strong impact of stereochemistry, with large affinity differences between stereoisomers. We identified potent isozyme-selective ligands against multiple protein targets. Some of these hits, specific to tumour-associated antigens, demonstrated tumour-selective targeting in vitro and in vivo. Collectively, constructing DELs with stereo-defined elements contributed to high library productivity and ligand selectivity.

20.
Resuscitation ; 182: 109659, 2023 01.
Artículo en Inglés | MEDLINE | ID: mdl-36503025

RESUMEN

BACKGROUND: Return of spontaneous circulation (ROSC) is achieved in 25% of out-of-hospital cardiac arrest (OHCA) patients. Mechanical chest compression (mechCPR) may maintain better perfusion during transport, allowing hospital treatments like extracorporeal circulation life support (ECLS). We aim to assess the effectiveness of a pre-hospital protocol introduction. METHODS: Observational, retrospective study assessing all OHCA patients aged 12-75, with no-flow time <20 min in a metropolitan area (Milan, Italy, 2013-2016). PRIMARY OUTCOMES: ROSC and Cerebral Performance Category score (CPC) ≤2 at hospital discharge. Logistic regressions with multiple comparison adjustments balanced with propensity scores calculated with inverse probability of treatment weighting were performed. RESULTS: 1366 OHCA were analysed; 305 received mechCPR, 1061 manual chest compressions (manCPR), and 108 ECLS. ROSC and CPC ≤2 were associated with low-flow minutes (odds ratio [95% confidence interval] 0.90 [0.88-0.91] and 0.90 [0.87-0.93]), shockable rhythm (2.52 [1.71-3.72] and 10.68 [5.63-20.28]), defibrillations number (1.15 [1.07-1.23] and 1.15 [1.04-1.26]), and mechCPR (1.86 [1.17-2.96] and 2.06 [1.11-3.81]). With resuscitation times >13 min, mechCPR achieved more frequently ROSC compared to manCPR. Among ECLS patients, 70% had time exceeding protocol: 8 (7.5%) had CPC ≤2 (half of them with low-flow times between 45 and 90 min), 2 (1.9%) survived with severe neurological disabilities, and 13 brain-dead (12.0%) became organ donors. CONCLUSIONS: MechCPR patients achieved ROSC more frequently than manual CPR patients; mechCPR was a crucial factor in an ECLS protocol for refractory OHCA. ECLS offered a chance of survival to patients who would otherwise die.


Asunto(s)
Reanimación Cardiopulmonar , Oxigenación por Membrana Extracorpórea , Paro Cardíaco Extrahospitalario , Humanos , Paro Cardíaco Extrahospitalario/terapia , Reanimación Cardiopulmonar/métodos , Estudios Retrospectivos , Italia/epidemiología
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