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1.
Nat Mater ; 22(11): 1361-1369, 2023 Nov.
Article in English | MEDLINE | ID: mdl-37709929

ABSTRACT

Evidence shows that charge carriers in organic semiconductors self-localize because of dynamic disorder. Nevertheless, some organic semiconductors feature reduced mobility at increasing temperature, a hallmark for delocalized band transport. Here we present the temperature-dependent mobility in two record-mobility organic semiconductors: dinaphtho[2,3-b:2',3'-f]thieno[3,2-b]-thiophene (DNTT) and its alkylated derivative, C8-DNTT-C8. By combining terahertz photoconductivity measurements with atomistic non-adiabatic molecular dynamics simulations, we show that while both crystals display a power-law decrease of the mobility (µ) with temperature (T) following µ ∝ T -n, the exponent n differs substantially. Modelling reveals that the differences between the two chemically similar semiconductors can be traced to the delocalization of the different states that are thermally accessible by charge carriers, which in turn depends on their specific electronic band structure. The emerging picture is that of holes surfing on a dynamic manifold of vibrationally dressed extended states with a temperature-dependent mobility that provides a sensitive fingerprint for the underlying density of states.

2.
J Chem Theory Comput ; 19(13): 4232-4242, 2023 Jul 11.
Article in English | MEDLINE | ID: mdl-37345885

ABSTRACT

Fast and accurate estimation of electronic coupling matrix elements between molecules is essential for the simulation of charge transfer phenomena in chemistry, materials science, and biology. Here we investigate neural-network-based coupling estimators combined with different protocols for sampling reference data (random, farthest point, and query by committee) and compare their performance to the physics-based analytic overlap method (AOM), introduced previously. We find that neural network approaches can give smaller errors than AOM, in particular smaller maximum errors, while they require an order of magnitude more reference data than AOM, typically one hundred to several hundred training points, down from several thousand required in previous ML works. A Δ-ML approach taking AOM as a baseline is found to give the best overall performance at a relatively small computational overhead of about a factor of 2. Highly flexible π-conjugated organic molecules like non-fullerene acceptors are found to be a particularly challenging case for ML because of the varying (de)localization of the frontier orbitals for different intramolecular geometries sampled along molecular dynamics trajectories. Here the local symmetry functions used in ML are insufficient, and long-range descriptors are expected to give improved performance.

3.
J Phys Chem Lett ; 12(25): 5857-5863, 2021 Jul 01.
Article in English | MEDLINE | ID: mdl-34139118

ABSTRACT

A robust understanding of the mechanoelectric response of organic semiconductors is crucial for the development of materials for flexible electronics. In particular, the prospect of using external mechanical strain to induce a controlled modulation in the charge mobility of the material is appealing. Here we develop an accurate computational protocol for the prediction of the mechanical strain dependence of charge mobility. Ab initio molecular dynamics simulations with a van der Waals density functional are carried out to quantify the off-diagonal electronic disorder in the system as a function of strain by the explicit calculation of the thermal distributions of electronic coupling matrix elements. The approach is applied to a representative molecular organic semiconductor, single-crystal rubrene. We find that charge mobility along the high-mobility direction a⃗ increases with compressive strain, as one might expect. However, the increase is larger when compressive strain is applied in the perpendicular direction than in the parallel direction with respect to a⃗, in agreement with experimental reports. We show that this seemingly counterintuitive result is a consequence of a significantly greater suppression of electronic coupling fluctuations in the range of 50-150 cm-1, when strain is applied in the perpendicular direction. Thus our study highlights the importance of considering off-diagonal electron-phonon coupling in understanding the mechanoelectric response of organic semiconducting crystals. The computational approach developed here is well suited for the accurate prediction of strain-charge mobility relations and should provide a useful tool for the emerging field of molecular strain engineering.

4.
J Med Chem ; 64(17): 12670-12679, 2021 09 09.
Article in English | MEDLINE | ID: mdl-34459599

ABSTRACT

TTK is an essential spindle assembly checkpoint enzyme in many organisms. It plays a central role in tumor cell proliferation and is aberrantly overexpressed in a wide range of tumor types. We recently reported on a series of potent and selective TTK inhibitors with strong antiproliferative activity in triple negative breast cancer (TNBC) cell lines (8: TTK IC50 = 3.0 nM; CAL-51 IC50 = 84.0 nM). Inspired by previously described potent tricyclic TTK inhibitor 6 (TTK IC50 = 0.9 nM), we embarked on a structure-enabled design and optimization campaign to identify an improved series with excellent potency, TTK selectivity, solubility, CYP inhibition profile, and in vivo efficacy in a TNBC xenograft model. These efforts culminated in the discovery of 25 (TTK IC50 = 3.0 nM; CAL-51 IC50 = 16.0 nM), which showed significant single-agent efficacy when dosed iv in a TNBC xenograft model without body weight loss.


Subject(s)
Cell Cycle Proteins/antagonists & inhibitors , Protein Serine-Threonine Kinases/antagonists & inhibitors , Protein-Tyrosine Kinases/antagonists & inhibitors , Antineoplastic Agents , Breast Neoplasms , Cell Line, Tumor , Female , Gene Expression Regulation, Enzymologic/drug effects , Gene Expression Regulation, Neoplastic/drug effects , Humans , Models, Molecular , Molecular Docking Simulation , Molecular Structure , Structure-Activity Relationship
5.
J Med Chem ; 64(24): 18193-18208, 2021 12 23.
Article in English | MEDLINE | ID: mdl-34894681

ABSTRACT

As a result of emerging biological data suggesting that within the c-Jun N-terminal kinase (JNK) family, JNK1 and not JNK2 or JNK3 may be primarily responsible for fibrosis pathology, we sought to identify JNK inhibitors with an increased JNK1 bias relative to our previous clinical compound tanzisertib (CC-930). This manuscript reports the synthesis and structure-activity relationship (SAR) studies for a novel series of JNK inhibitors demonstrating an increased JNK1 bias. SAR optimization on a series of 2,4-dialkylamino-pyrimidine-5-carboxamides resulted in the identification of compounds possessing low nanomolar JNK inhibitory potency, overall kinome selectivity, and the ability to inhibit cellular phosphorylation of the direct JNK substrate c-Jun. Optimization of physicochemical properties in this series resulted in compounds that demonstrated excellent systemic exposure following oral dosing, enabling in vivo efficacy studies and the selection of a candidate for clinical development, CC-90001, which is currently in clinical trials (Phase II) in patients with idiopathic pulmonary fibrosis (NCT03142191).


Subject(s)
Cyclohexylamines/pharmacology , Drug Discovery , JNK Mitogen-Activated Protein Kinases/antagonists & inhibitors , Protein Kinase Inhibitors/pharmacology , Pyrimidines/pharmacology , Animals , Cyclohexylamines/therapeutic use , Humans , Idiopathic Pulmonary Fibrosis/drug therapy , Phosphorylation , Protein Kinase Inhibitors/chemistry , Protein Kinase Inhibitors/therapeutic use , Pyrimidines/therapeutic use , Structure-Activity Relationship , Substrate Specificity
6.
J Med Chem ; 62(9): 4401-4410, 2019 05 09.
Article in English | MEDLINE | ID: mdl-30998356

ABSTRACT

Triple negative breast cancer (TNBC) is an aggressive disease with high relapse rates and few treatment options. Outlined in previous publications, we identified a series of potent, dual TTK/CLK2 inhibitors with strong efficacy in TNBC xenograft models. Pharmacokinetic properties and kinome selectivity were optimized, resulting in the identification of a new series of potent, selective, and orally bioavailable TTK inhibitors. We describe here the structure-activity relationship of the 2,4-disubstituted-7 H-pyrrolo[2,3- d]pyrimidine series, leading to significant single agent efficacy in a TNBC xenograft model without body weight loss. The design effort evolving an iv-dosed TTK/CLK2 inhibitor to an orally bioavailable TTK inhibitor is described.


Subject(s)
Antineoplastic Agents/therapeutic use , Protein Kinase Inhibitors/therapeutic use , Protein Serine-Threonine Kinases/antagonists & inhibitors , Pyrimidines/therapeutic use , Pyrroles/therapeutic use , Triple Negative Breast Neoplasms/drug therapy , Animals , Antineoplastic Agents/chemical synthesis , Antineoplastic Agents/pharmacokinetics , Apoptosis/drug effects , Docetaxel/therapeutic use , Drug Design , Female , Mice, SCID , Microtubule-Associated Proteins/metabolism , Molecular Structure , Phosphorylation/drug effects , Protein Kinase Inhibitors/chemical synthesis , Protein Kinase Inhibitors/pharmacokinetics , Protein Serine-Threonine Kinases/metabolism , Pyrimidines/chemical synthesis , Pyrimidines/pharmacokinetics , Pyrroles/chemical synthesis , Pyrroles/pharmacokinetics , Rats , Structure-Activity Relationship , Xenograft Model Antitumor Assays
7.
J Med Chem ; 60(21): 8989-9002, 2017 11 09.
Article in English | MEDLINE | ID: mdl-28991472

ABSTRACT

Triple negative breast cancer (TNBC) remains a serious unmet medical need with discouragingly high relapse rates. We report here the synthesis and structure-activity relationship (SAR) of a novel series of 2,4,5-trisubstituted-7H-pyrrolo[2,3-d]pyrimidines with potent activity against TNBC tumor cell lines. These compounds were discovered from a TNBC phenotypic screen and possess a unique dual inhibition profile targeting TTK (mitotic exit) and CLK2 (mRNA splicing). Design and optimization, driven with a TNBC tumor cell assay, identified potent and selective compounds with favorable in vitro and in vivo activity profiles and good iv PK properties. This cell-based driven SAR produced compounds with strong single agent in vivo efficacy in multiple TNBC xenograft models without significant body weight loss. These data supported the nomination of CC-671 into IND-enabling studies as a single agent TNBC therapy.


Subject(s)
Cell Cycle Proteins/antagonists & inhibitors , Protein Kinase Inhibitors/therapeutic use , Protein Serine-Threonine Kinases/antagonists & inhibitors , Protein-Tyrosine Kinases/antagonists & inhibitors , Pyrimidines/chemical synthesis , Triple Negative Breast Neoplasms/drug therapy , Animals , Cell Line, Tumor , Female , Heterografts , Humans , Mice , Mitosis/drug effects , Pyrimidines/pharmacology , Pyrimidines/therapeutic use , RNA Splicing/drug effects , Structure-Activity Relationship , Triple Negative Breast Neoplasms/enzymology
8.
J Med Chem ; 48(18): 5771-9, 2005 Sep 08.
Article in English | MEDLINE | ID: mdl-16134944

ABSTRACT

Taking advantage of a 3D-QSAR based pharmacophore hypothesis, synthesis and biological evaluation of dopaminergic 5-aminotetrahydropyrazolo[1,5-a]pyridines are described. The data displayed substantial and selective D3 receptor affinity for the heterocyclic test compound (+/-)-1 when the enantiomer (S)-1 turned out to be responsible for the D3 binding (K(i) (high) = 4.0 nM). (S)-1 exhibited binding affinity and ligand efficacy comparable to those of our previously described D3 agonist FAUC 54, when subtype selectivity could be significantly improved. The results indicate that the sp(2) nitrogens of the pyrazole and thiazole rings of the dopaminergics (S)-1 and pramipexole, respectively, are pharmacophoric elements of major importance. To provide putative explanations for the high affinity of (S)-1, computational studies were performed employing an active state D3 model.


Subject(s)
Dopamine Agonists/chemical synthesis , Pyrazoles/chemical synthesis , Pyridines/chemical synthesis , Receptors, Dopamine D2/agonists , Animals , Benzothiazoles , Binding Sites , CHO Cells , Corpus Striatum/metabolism , Cricetinae , Cricetulus , Crystallography, X-Ray , Cyclohexanes/chemical synthesis , Cyclohexanes/chemistry , Cyclohexanes/pharmacology , Dopamine Agonists/chemistry , Dopamine Agonists/pharmacology , Humans , Hydrogen Bonding , In Vitro Techniques , Mitosis/drug effects , Models, Molecular , Molecular Structure , Pramipexole , Pyrazoles/chemistry , Pyrazoles/pharmacology , Pyridines/chemistry , Pyridines/pharmacology , Radioligand Assay , Receptors, Dopamine D2/chemistry , Receptors, Dopamine D3 , Stereoisomerism , Structure-Activity Relationship , Swine , Thiazoles/chemistry , Thiazoles/pharmacology
9.
J Med Chem ; 58(13): 5323-33, 2015 Jul 09.
Article in English | MEDLINE | ID: mdl-26083478

ABSTRACT

We report here the synthesis and structure-activity relationship (SAR) of a novel series of mammalian target of rapamycin (mTOR) kinase inhibitors. A series of 4,6- or 1,7-disubstituted-3,4-dihydropyrazino[2,3-b]pyrazine-2(1H)-ones were optimized for in vivo efficacy. These efforts resulted in the identification of compounds with excellent mTOR kinase inhibitory potency, with exquisite kinase selectivity over the related lipid kinase PI3K. The improved PK properties of this series allowed for exploration of in vivo efficacy and ultimately the selection of CC-223 for clinical development.


Subject(s)
Antineoplastic Agents/pharmacology , Drug Discovery , Phosphoinositide-3 Kinase Inhibitors , Prostatic Neoplasms/drug therapy , Protein Kinase Inhibitors/pharmacology , Pyrazines/pharmacology , Signal Transduction/drug effects , TOR Serine-Threonine Kinases/antagonists & inhibitors , Animals , Antineoplastic Agents/chemical synthesis , Humans , Male , Models, Molecular , Molecular Structure , Protein Kinase Inhibitors/chemical synthesis , Pyrazines/chemical synthesis , Rats , Structure-Activity Relationship , Tumor Cells, Cultured
10.
J Med Chem ; 58(14): 5599-608, 2015 Jul 23.
Article in English | MEDLINE | ID: mdl-26102506

ABSTRACT

We report here the synthesis and structure-activity relationship (SAR) of a novel series of triazole containing mammalian target of rapamycin (mTOR) kinase inhibitors. SAR studies examining the potency, selectivity, and PK parameters for a series of triazole containing 4,6- or 1,7-disubstituted-3,4-dihydropyrazino[2,3-b]pyrazine-2(1H)-ones resulted in the identification of triazole containing mTOR kinase inhibitors with improved PK properties. Potent compounds from this series were found to block both mTORC1(pS6) and mTORC2(pAktS473) signaling in PC-3 cancer cells, in vitro and in vivo. When assessed in efficacy models, analogs exhibited dose-dependent efficacy in tumor xenograft models. This work resulted in the selection of CC-115 for clinical development.


Subject(s)
Drug Design , Protein Kinase Inhibitors/chemistry , Protein Kinase Inhibitors/pharmacology , Pyrazines/chemistry , Pyrazines/pharmacology , TOR Serine-Threonine Kinases/antagonists & inhibitors , Triazoles/chemistry , Triazoles/pharmacology , Animals , Cell Line, Tumor , Cell Proliferation/drug effects , Dose-Response Relationship, Drug , Humans , Molecular Docking Simulation , Protein Conformation , Protein Kinase Inhibitors/metabolism , Protein Kinase Inhibitors/pharmacokinetics , Pyrazines/metabolism , Pyrazines/pharmacokinetics , Rats , Signal Transduction/drug effects , Structure-Activity Relationship , TOR Serine-Threonine Kinases/chemistry , TOR Serine-Threonine Kinases/metabolism , Triazoles/metabolism , Triazoles/pharmacokinetics , Xenograft Model Antitumor Assays
11.
J Med Chem ; 54(7): 2477-91, 2011 Apr 14.
Article in English | MEDLINE | ID: mdl-21388142

ABSTRACT

Heterocyclic dopamine surrogates of types 5 and 7 were synthesized and investigated for their dopaminergic properties. The enantiomerically pure biphenylcarboxamide (S)-5a displayed an outstanding K(i) of 27 pM at the agonist-labeled D(3) receptor and significant selectivity over the D(2) subtype. Measurement of [(35)S]GTPγS incorporation in the presence of a coexpressed PTX-insensitive G(α0-1) subunit indicated highly efficient G-protein coupling. Comparison of ligand efficacy data from cAMP accumulation and [(3)H]thymidine incorporation experiments revealed that ligand biased signaling is exerted by the test compound (S)-5a. Starting from the D(3) crystal structure, a combination of homology modeling and site directed mutagenesis gave valuable insights into the binding mode and the intermolecular origins of stereospecific receptor recognition. According to these data, the superior affinity of the eutomer 5a is caused by the favorable binding energy that results from interaction between the ligand's central ammonium unit and the aspartate residue in position 3.32 of the receptor.


Subject(s)
Pyrazoles/chemistry , Pyrazoles/metabolism , Pyridines/chemistry , Pyridines/metabolism , Receptors, Dopamine D3/metabolism , HEK293 Cells , Humans , Models, Molecular , Mutagenesis, Site-Directed , Protein Binding , Protein Conformation , Pyrazoles/chemical synthesis , Pyridines/chemical synthesis , Receptors, Dopamine D3/chemistry , Receptors, Dopamine D3/genetics , Stereoisomerism , Substrate Specificity
12.
Bioorg Med Chem ; 14(6): 1949-58, 2006 Mar 15.
Article in English | MEDLINE | ID: mdl-16290939

ABSTRACT

Employing 1,3-dipolar cycloaddition for the synthesis of the 7a-azaindole nucleus, analogues of melatonin have been synthesized and tested against human and amphibian melatonin receptors. Introducing a phenyl substituent in position 2 of the heterocyclic moiety significantly increased binding affinity to both the MT1 and MT2 receptors. Shifting the methoxy group from position 5 to 2 of the 7a-azaindole ring led to a substantial reduction of MT1 binding when MT2 recognition was maintained. We theoretically investigated the hypothesis whether the 2-methoxy function of the azamelatonin analogue 27 is able to mimic the 5-methoxy group of the neurohormone by directing its 2-methoxy function toward the methoxy binding site. DFT calculations and experimental binding differences of analogue compounds indicate that the energy gained by forming the methoxy-specific hydrogen-bond interaction should exceed the energy required for adopting an alternative conformation.


Subject(s)
Melatonin/analogs & derivatives , Nitrogen/chemistry , Receptor, Melatonin, MT1/agonists , Receptor, Melatonin, MT1/chemistry , Receptor, Melatonin, MT2/agonists , Receptor, Melatonin, MT2/chemistry , Animals , Binding, Competitive/drug effects , Cell Line , Cells, Cultured , Drug Evaluation, Preclinical , Humans , Melatonin/chemistry , Melatonin/pharmacology , Mice , Models, Molecular , Molecular Conformation , Molecular Structure , NIH 3T3 Cells , Receptor, Melatonin, MT1/genetics , Receptor, Melatonin, MT2/genetics , Structure-Activity Relationship , Xenopus
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