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264 Results Found

  • Review
  • Open Access
2 Citations
1,201 Views
18 Pages

Perturbation-Theory Machine Learning for Multi-Target Drug Discovery in Modern Anticancer Research

  • Valeria V. Kleandrova,
  • M. Natália D. S. Cordeiro and
  • Alejandro Speck-Planche

Cancers constitute a group of biological complex diseases, which are associated with great prevalence and mortality. These medical conditions are very difficult to tackle due to their multi-factorial nature, which includes their ability to evade the...

  • Review
  • Open Access
4 Citations
3,515 Views
30 Pages

Multi-target drug discovery has become an essential strategy for treating complex diseases involving multiple molecular pathways. Traditional single-target approaches often fall short in addressing the multifactorial nature of conditions such as canc...

  • Review
  • Open Access
1,447 Views
20 Pages

26 November 2025

Multi-target drug design represents a paradigm shift in tackling the complexity and heterogeneity of diseases such as cancer. Conventional single-target therapies frequently face limitations due to network redundancy, pathway compensation, and adapti...

  • Review
  • Open Access
78 Citations
13,008 Views
30 Pages

Multi-Target Approach for Drug Discovery against Schizophrenia

  • Magda Kondej,
  • Piotr Stępnicki and
  • Agnieszka A. Kaczor

10 October 2018

Polypharmacology is nowadays considered an increasingly crucial aspect in discovering new drugs as a number of original single-target drugs have been performing far behind expectations during the last ten years. In this scenario, multi-target drugs a...

  • Review
  • Open Access
9 Citations
4,459 Views
20 Pages

Polypharmacology, the rational design of small molecules that act on multiple therapeutic targets, offers a transformative approach to overcome biological redundancy, network compensation, and drug resistance. This review outlines the scientific rati...

  • Article
  • Open Access
4 Citations
3,234 Views
14 Pages

1 November 2022

Epigenetics, referring to genetic modifications that change gene expression, but which are not encoded in DNA, has been shown to be related to oncology, with the potential to influence associated treatments. As such, epigenetic drugs comprise an impo...

  • Article
  • Open Access
34 Citations
4,911 Views
13 Pages

Accelerating Drug Discovery by Early Protein Drug Target Prediction Based on a Multi-Fingerprint Similarity Search

  • Michele Montaruli,
  • Domenico Alberga,
  • Fulvio Ciriaco,
  • Daniela Trisciuzzi,
  • Anna Rita Tondo,
  • Giuseppe Felice Mangiatordi and
  • Orazio Nicolotti

14 June 2019

In this continuing work, we have updated our recently proposed Multi-fingerprint Similarity Search algorithm (MuSSel) by enabling the generation of dominant ionized species at a physiological pH and the exploration of a larger data domain, which incl...

  • Review
  • Open Access
99 Citations
12,672 Views
12 Pages

Multitarget drug discovery is one of the hottest topics and most active fields in the search for new molecules against Alzheimer’s disease (AD). Over the last 20 years, many promising multitarget-directed ligands (MTDLs) have been identified and deve...

  • Article
  • Open Access
38 Citations
5,025 Views
22 Pages

Human immunodeficiency virus type-1 and hepatitis C virus (HIV/HCV) coinfection occurs when a patient is simultaneously infected with both human immunodeficiency virus type-1 (HIV-1) and hepatitis C virus (HCV), which is common today in certain popul...

  • Review
  • Open Access
1 Citations
1,678 Views
44 Pages

Cracking the Sulfur Code: Garlic Bioactive Molecules as Multi-Target Blueprints for Drug Discovery

  • Faizul Azam,
  • Md Jamir Anwar,
  • Jordan Kahfi,
  • Suliman A. Almahmoud and
  • Abdul-Hamid Emwas

20 November 2025

Garlic (Allium sativum L.) has served as a food source and medicinal agent for over thousands of years. Bioactive constituents, including allicin, diallyl sulfide/disulfide/trisulfide, ajoene, and S-allyl-cysteine, demonstrate antioxidant, anti-infla...

  • Review
  • Open Access
45 Citations
7,096 Views
30 Pages

23 July 2020

Despite tremendous research efforts at every level, globally, there is still a lack of effective drugs for the treatment of Alzheimer′s disease (AD). The biochemical mechanisms of this devastating neurodegenerative disease are not yet clearly u...

  • Article
  • Open Access
6 Citations
3,529 Views
22 Pages

Amongst the most prevalent malignancies worldwide, head and neck squamous cell carcinoma (HNSCC) is characterized by high morbidity and mortality. The failure of standard treatment modalities, such as surgery, radiotherapy, and chemotherapy, demands...

  • Article
  • Open Access
3 Citations
3,220 Views
18 Pages

20 October 2024

We describe the design, synthesis and structure–activity relationship of a novel series of 1-(4-(7-azaindole)-3,6-dihydropyridin-1-yl)alkyl-3-(1H-indol-3-yl)pyrrolidine-2,5-dione derivatives with combined effects on the serotonin (5-HT1A) and d...

  • Article
  • Open Access
8 Citations
4,018 Views
11 Pages

30 April 2022

Inhibitors of epigenetic writers such as DNA methyltransferases (DNMTs) are attractive compounds for epigenetic drug and probe discovery. To advance epigenetic probes and drug discovery, chemical companies are developing focused libraries for epigene...

  • Review
  • Open Access
1,656 Views
28 Pages

17 November 2025

Metabolic Syndrome (MetS), a cluster of interconnected metabolic abnormalities, poses a growing global health burden. A well-established therapeutic target for the diseases is the incretin hormone glucagon-like peptide-1 (GLP-1); however, synthetic a...

  • Article
  • Open Access
6 Citations
3,337 Views
18 Pages

Properly Substituted Cyclic Bis-(2-bromobenzylidene) Compounds Behaved as Dual p300/CARM1 Inhibitors and Induced Apoptosis in Cancer Cells

  • Rossella Fioravanti,
  • Stefano Tomassi,
  • Elisabetta Di Bello,
  • Annalisa Romanelli,
  • Andrea Maria Plateroti,
  • Rosaria Benedetti,
  • Mariarosaria Conte,
  • Ettore Novellino,
  • Lucia Altucci and
  • Sergio Valente
  • + 1 author

Bis-(3-bromo-4-hydroxy)benzylidene cyclic compounds have been reported by us as epigenetic multiple ligands, but different substitutions at the two wings provided analogues with selective inhibition. Since the 1-benzyl-3,5-bis((E)-3-bromobenzylidene)...

  • Article
  • Open Access
10 Citations
3,562 Views
28 Pages

Multi-Targeting Approach in Glioblastoma Using Computer-Assisted Drug Discovery Tools to Overcome the Blood–Brain Barrier and Target EGFR/PI3Kp110β Signaling

  • Catarina Franco,
  • Samina Kausar,
  • Margarida F. B. Silva,
  • Rita C. Guedes,
  • Andre O. Falcao and
  • Maria Alexandra Brito

19 July 2022

The epidermal growth factor receptor (EGFR) is upregulated in glioblastoma, becoming an attractive therapeutic target. However, activation of compensatory pathways generates inputs to downstream PI3Kp110β signaling, leading to anti-EGFR therapeu...

  • Article
  • Open Access
6 Citations
3,037 Views
18 Pages

Multifactorial diseases demand therapeutics that can modulate multiple targets for enhanced safety and efficacy, yet the clinical approval of multitarget drugs remains rare. The integration of machine learning (ML) and deep learning (DL) in drug disc...

  • Article
  • Open Access
923 Views
20 Pages

Machine Learning Framework for Multi-Endpoint Quantum Dot Toxicity Prediction with Organoid Validation and Drug Target Discovery

  • Jiafu Yang,
  • Dayu Hu,
  • Pengcheng Xing,
  • Yikai Zhang,
  • Zongjian Ye,
  • Kehan Liu,
  • Jieyi Xia,
  • Jing He,
  • Yijing Qian and
  • Tianshu Wu

10 November 2025

Quantum dots (QDs) possess unique optical and electronic properties, enabling wide applications in biomedicine and optoelectronics, but their nanoscale size and surface chemistry could pose potential toxicity risks. This study established a systemati...

  • Article
  • Open Access
19 Citations
3,806 Views
17 Pages

Drug–targeted therapies are promising approaches to treating tumors, and research on receptor–ligand interactions for discovering high-affinity targeted drugs has been accelerating drug development. This study presents a mechanism-driven...

  • Feature Paper
  • Review
  • Open Access
57 Citations
7,758 Views
19 Pages

Promiscuous Targets for Antitubercular Drug Discovery: The Paradigm of DprE1 and MmpL3

  • Giulia Degiacomi,
  • Juan Manuel Belardinelli,
  • Maria Rosalia Pasca,
  • Edda De Rossi,
  • Giovanna Riccardi and
  • Laurent Roberto Chiarelli

15 January 2020

The development and spread of Mycobacterium tuberculosis multi-drug resistant strains still represent a great global health threat, leading to an urgent need for novel anti-tuberculosis drugs. Indeed, in the last years, several efforts have been made...

  • Article
  • Open Access
20 Citations
5,295 Views
20 Pages

4 January 2019

Drug repurposing is a valuable tool for combating the slowing rates of novel therapeutic discovery. The Computational Analysis of Novel Drug Opportunities (CANDO) platform performs shotgun repurposing of 2030 indications/diseases using 3733 drugs/com...

  • Editorial
  • Open Access
3 Citations
6,901 Views
5 Pages

Special Issue: “Molecules against Alzheimer”

  • Michael Decker and
  • Diego Muñoz-Torrero

16 December 2016

This Special Issue, entitled “Molecules against Alzheimer”, gathers a number of original articles, short communications, and review articles on recent research efforts toward the development of novel drug candidates, diagnostic agents and therapeutic...

  • Article
  • Open Access
4 Citations
5,451 Views
16 Pages

Multiscale Analysis and Validation of Effective Drug Combinations Targeting Driver KRAS Mutations in Non-Small Cell Lung Cancer

  • Liana Bruggemann,
  • Zackary Falls,
  • William Mangione,
  • Stanley A. Schwartz,
  • Sebastiano Battaglia,
  • Ravikumar Aalinkeel,
  • Supriya D. Mahajan and
  • Ram Samudrala

Pharmacogenomics is a rapidly growing field with the goal of providing personalized care to every patient. Previously, we developed the Computational Analysis of Novel Drug Opportunities (CANDO) platform for multiscale therapeutic discovery to screen...

  • Review
  • Open Access
19 Citations
4,661 Views
25 Pages

Beyond Antioxidant Effects: Nature-Based Templates Unveil New Strategies for Neurodegenerative Diseases

  • Andrea Bacci,
  • Massimiliano Runfola,
  • Simona Sestito and
  • Simona Rapposelli

28 February 2021

The complex network of malfunctioning pathways occurring in the pathogenesis of neurodegenerative diseases (NDDs) represents a huge hurdle in the development of new effective drugs to be used in therapy. In this context, redox reactions act as crucia...

  • Article
  • Open Access
39 Citations
7,502 Views
11 Pages

Combating Ebola with Repurposed Therapeutics Using the CANDO Platform

  • Gaurav Chopra,
  • Sashank Kaushik,
  • Peter L. Elkin and
  • Ram Samudrala

25 November 2016

Ebola virus disease (EVD) is extremely virulent with an estimated mortality rate of up to 90%. However, the state-of-the-art treatment for EVD is limited to quarantine and supportive care. The 2014 Ebola epidemic in West Africa, the largest in histor...

  • Article
  • Open Access
6 Citations
3,134 Views
16 Pages

Design, Synthesis, and In Vitro Evaluation of Novel 8-Amino-Quinoline Combined with Natural Antioxidant Acids

  • Andrea Bacci,
  • Francesca Corsi,
  • Massimiliano Runfola,
  • Simona Sestito,
  • Ilaria Piano,
  • Clementina Manera,
  • Giuseppe Saccomanni,
  • Claudia Gargini and
  • Simona Rapposelli

Overproduction of reactive oxygen species (ROS) and alterations in metallostasis are common and related hallmarks in several neurodegenerative diseases (NDDs). Nature-based derivatives always represent an attractive tool in MTDL drug design, especial...

  • Article
  • Open Access
5 Citations
4,140 Views
19 Pages

12 February 2022

During tumor angiogenesis different growth factors, cytokines and other molecules interact closely with each other to facilitate tumor cell invasion and metastatic diffusion. The most intensively studied as molecular targets in anti-angiogenic therap...

  • Article
  • Open Access
15 Citations
3,587 Views
17 Pages

HIV and HBV infection are both serious public health challenges. There are more than approximately 4 million patients coinfected with HIV and HBV worldwide, and approximately 5% to 15% of those infected with HIV are coinfected with HBV. Disease progr...

  • Article
  • Open Access
16 Citations
3,395 Views
17 Pages

27 November 2020

Predicting compounds with single- and multi-target activity and exploring origins of compound specificity and promiscuity is of high interest for chemical biology and drug discovery. We present a large-scale analysis of compound promiscuity including...

  • Article
  • Open Access
3 Citations
3,283 Views
44 Pages

Parkinson’s disease (PD) is a complex neurodegenerative disorder lacking effective disease-modifying treatments. In this study, we integrated large-scale protein–protein interaction networks with a multi-modal graph neural network (GNN) t...

  • Review
  • Open Access
5 Citations
3,090 Views
27 Pages

Pills of Multi-Target H2S Donating Molecules for Complex Diseases

  • Angela Corvino,
  • Antonia Scognamiglio,
  • Ferdinando Fiorino,
  • Elisa Perissutti,
  • Vincenzo Santagada,
  • Giuseppe Caliendo and
  • Beatrice Severino

Among the various drug discovery methods, a very promising modern approach consists in designing multi-target-directed ligands (MTDLs) able to modulate multiple targets of interest, including the pathways where hydrogen sulfide (H2S) is involved. By...

  • Feature Paper
  • Article
  • Open Access
29 Citations
5,445 Views
15 Pages

Novel Donepezil–Arylsulfonamide Hybrids as Multitarget-Directed Ligands for Potential Treatment of Alzheimer’s Disease

  • Fausto Queda,
  • Sonia Calò,
  • Karolina Gwizdala,
  • João D. Magalhães,
  • Sandra M. Cardoso,
  • Sílvia Chaves,
  • Luca Piemontese and
  • M. Amélia Santos

16 March 2021

Alzheimer’s disease (AD) is one of the most devastating neurodegenerative disorders, characterized by multiple pathological features. Therefore, multi-target drug discovery has been one of the most active fields searching for new effective anti-AD th...

  • Article
  • Open Access
2 Citations
1,994 Views
16 Pages

A Resveratrol Phenylacetamide Derivative Perturbs the Cytoskeleton Dynamics Interfering with the Migration Potential in Breast Cancer

  • Jessica Ceramella,
  • Adele Chimento,
  • Domenico Iacopetta,
  • Arianna De Luca,
  • Gabriela Coronel Vargas,
  • Camillo Rosano,
  • Vincenzo Pezzi,
  • Carmela Saturnino and
  • Maria Stefania Sinicropi

28 June 2022

Chemotherapy is commonly used for cancer treatment, however the lack of selectivity on healthy cells and the development of resistance phenomena are the major issues. A better understanding of cancer genetics helped the development of new targeted an...

  • Review
  • Open Access
8 Citations
1,761 Views
18 Pages

24 January 2025

Antibacterial drugs (commonly known as antibiotics) are essential for eradicating bacterial infections. Nowadays, antibacterial discovery has become an imperative need due to the lack of efficacious antibiotics, the ever-increasing development of mul...

  • Article
  • Open Access
21 Citations
8,228 Views
33 Pages

Current oral medications for type 2 diabetes target a single main physiological mechanism. They either activate or inhibit receptors to enhance insulin sensitivity, increase insulin secretion, inhibit glucose absorption, or inhibit glucose production...

  • Article
  • Open Access
11 Citations
4,162 Views
20 Pages

An Exemestane Derivative, Oxymestane-D1, as a New Multi-Target Steroidal Aromatase Inhibitor for Estrogen Receptor-Positive (ER+) Breast Cancer: Effects on Sensitive and Resistant Cell Lines

  • Cristina Amaral,
  • Georgina Correia-da-Silva,
  • Cristina Ferreira Almeida,
  • Maria João Valente,
  • Carla Varela,
  • Elisiário Tavares-da-Silva,
  • Anne Marie Vinggaard,
  • Natércia Teixeira and
  • Fernanda M. F. Roleira

12 January 2023

Around 70–85% of all breast cancer (BC) cases are estrogen receptor-positive (ER+). The third generation of aromatase inhibitors (AIs) is the first-line treatment option for these tumors. Despite their therapeutic success, they induce several s...

  • Article
  • Open Access
11 Citations
5,537 Views
19 Pages

Analyzing Kinase Similarity in Small Molecule and Protein Structural Space to Explore the Limits of Multi-Target Screening

  • Denis Schmidt,
  • Magdalena M. Scharf,
  • Dominique Sydow,
  • Eva Aßmann,
  • Maria Martí-Solano,
  • Marina Keul,
  • Andrea Volkamer and
  • Peter Kolb

26 January 2021

While selective inhibition is one of the key assets for a small molecule drug, many diseases can only be tackled by simultaneous inhibition of several proteins. An example where achieving selectivity is especially challenging are ligands targeting hu...

  • Review
  • Open Access
156 Citations
11,692 Views
22 Pages

30 October 2020

Marine drugs have long been used and exhibit unique advantages in clinical practices. Among the marine drugs that have been approved by the Food and Drug Administration (FDA), the protein–ligand interactions, such as cytarabine–DNA polyme...

  • Article
  • Open Access
6 Citations
3,908 Views
18 Pages

New Promising Steroidal Aromatase Inhibitors with Multi-Target Action on Estrogen and Androgen Receptors for Breast Cancer Treatment

  • Cristina Amaral,
  • Cristina F. Almeida,
  • Maria João Valente,
  • Carla L. Varela,
  • Saul C. Costa,
  • Fernanda M. F. Roleira,
  • Elisiário Tavares-da-Silva,
  • Anne Marie Vinggaard,
  • Natércia Teixeira and
  • Georgina Correia-da-Silva

7 January 2025

Background/Objectives: Endocrine therapies that comprise anti-estrogens and aromatase inhibitors (AIs) are the standard treatment for estrogen receptor-positive (ER+) (Luminal A) breast cancer—the most prevalent subtype. However, the emergence...

  • Review
  • Open Access
3 Citations
2,099 Views
18 Pages

Towards Post-Genomic Oncology: Embracing Cancer Complexity via Artificial Intelligence, Multi-Targeted Therapeutics, Drug Repurposing, and Innovative Study Designs

  • Annabella Di Mauro,
  • Massimiliano Berretta,
  • Mariachiara Santorsola,
  • Gerardo Ferrara,
  • Carmine Picone,
  • Giovanni Savarese and
  • Alessandro Ottaiano

10 August 2025

Recent advances in precision oncology have led to significant breakthroughs through the targeting of defined oncogenic drivers. However, the clinical efficacy of single-target therapies is increasingly constrained by the intrinsic complexity and adap...

  • Article
  • Open Access
1,242 Views
22 Pages

Childhood neuroblastoma (NB) is a malignant tumour that is a member of a class of embryonic tumours that have their origins in sympathoadrenal progenitor cells. There are five stages in the clinical NB staging system: 1, 2A, 2B, 3, 4S, and 4. For tho...

  • Review
  • Open Access
108 Citations
14,754 Views
23 Pages

23 January 2014

Brain network dysfunction in Alzheimer’s disease (AD) involves many proteins (enzymes), processes and pathways, which overlap and influence one another in AD pathogenesis. This complexity challenges the dominant paradigm in drug discovery or a single...

  • Review
  • Open Access
6 Citations
3,421 Views
46 Pages

27 February 2025

Histone deacetylases (HDACs) have become one of the main targets in cancer therapy due to their involvement in various biological processes, including gene regulation, cell proliferation, and differentiation. Microtubules, as key elements of the cell...

  • Feature Paper
  • Review
  • Open Access
98 Citations
15,759 Views
17 Pages

17 April 2019

Despite extensive progress in understanding the pathology of Alzheimer’s disease (AD) over the last 50 years, clinical trials based on the amyloid–beta (Aβ) hypothesis have kept failing in late stage human trials. As a result, just f...

  • Abstract
  • Open Access
1,040 Views
2 Pages

Synthesis of New Purine Nucleosides as potential Metal Chelators and Anticholinesterase Agents

  • Catarina Maria,
  • João Barros,
  • Nuno Xavier,
  • Karina Shimizu,
  • Adilson Freitas,
  • Mª João Ferreira,
  • Ignazio Schino,
  • Mariangela Cantore,
  • Modesto de Candia and
  • Nicola Colabufo
  • + 2 authors

Alzheimer’s disease (AD) is a neurodegenerative disease characterized by multiple factors, such as the progressive decline in the levels of the neurotransmitter acetylcholine, and the deregulation of the homeostasis of bio-metals, such as coppe...

  • Feature Paper
  • Review
  • Open Access
25 Citations
7,510 Views
25 Pages

Molecular Modeling of Histamine Receptors—Recent Advances in Drug Discovery

  • Pakhuri Mehta,
  • Przemysław Miszta and
  • Sławomir Filipek

22 March 2021

The recent developments of fast reliable docking, virtual screening and other algorithms gave rise to discovery of many novel ligands of histamine receptors that could be used for treatment of allergic inflammatory disorders, central nervous system p...

  • Article
  • Open Access
30 Citations
5,746 Views
20 Pages

Quercetin and Kaempferol as Multi-Targeting Antidiabetic Agents against Mouse Model of Chemically Induced Type 2 Diabetes

  • Muhammad Ali,
  • Mudassir Hassan,
  • Siddique Akber Ansari,
  • Hamad M. Alkahtani,
  • Lamees S. Al-Rasheed and
  • Shoeb Anwar Ansari

Diabetes, a multifactorial metabolic disorder, demands the discovery of multi-targeting drugs with minimal side effects. This study investigated the multi-targeting antidiabetic potential of quercetin and kaempferol. The druggability and binding affi...

  • Article
  • Open Access
3 Citations
2,601 Views
18 Pages

29 September 2024

Amyloid β protein (Aβ) deposition has been implicated as the molecular driver of Alzheimer’s disease (AD) progression. The modulation of the formation of abnormal aggregates and their post-translational modification is strongly sugges...

  • Review
  • Open Access
5 Citations
3,939 Views
21 Pages

Older but Stronger: Development of Platinum-Based Antitumor Agents and Research Advances in Tumor Immunity

  • Jianing Liu,
  • Yi Cao,
  • Bin Hu,
  • Tao Li,
  • Wei Zhang,
  • Zhongze Zhang,
  • Jinhua Gao,
  • Hanjing Niu,
  • Tengli Ding and
  • Jinzhong Wu
  • + 8 authors

Platinum (Pt) drugs have developed rapidly in clinical applications because of their broad and highly effective antitumor effects. In recent years, with the rapid development of immunotherapy, Pt-based antitumor agents have gained new challenges and...

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