The DOI matches its Crossref record.
Why Drugs Fail - A Study on Side Effects in New Chemical Entities
Abstract
Our study focuses on the reasons for market withdrawals of drugs and drug development project terminations in clinical phases I-III from 1992 to 2002. Over 90% of the market withdrawals were caused by drug toxicity. Hepatotoxicity and cardiovascular toxicity proved to be the major causes for two out of three market withdrawals in the respective time period. In clinical phases I-III 43% of drug development project terminations were due to insufficient efficacy of the investigated compound. The second important issue, which caused one third of the projects to be closed, was toxicity. ADME parameters and economic and other reasons played a minor role. The results of our study indicate that compared with previous studies on this subject, no major improvements have been achieved in the last decade. Keywords: market withdrawal, drug development termination, statistics
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“An in-depth scientometric analysis (31) of AI4DD showed a steep rise in publications, from 49 in 2011 to 333 in 2020.”
From Artificial Intelligence for Drug Discovery: Are We There Yet? (2024) · cites this paper as [31]
Citations
Cited by
Sorted by citations
Items 201–300 of 413
Adamu, H. A., Imam, M. U., Ooi, D. J., Esa, N. M., Rosli, R., & Ismail, M. (2016) · Food & Nutrition Research · doi:10.3402/fnr.v60.30209 · Cited by 16
“Many of the drugs currently in use are expensive, and side effects are of serious concern (9).”
BackgroundGaukler, S. M., Ruff, J. S., Galland, T., Underwood, T. K., Kandaris, K. A., Liu, N. M., Morrison, L. C., Veranth, J. M., & Potts, W. K. (2016) · Evolutionary Applications · doi:10.1111/eva.12365 · Cited by 15
“…phase of testing (conducted in nonhuman models to assess safety) fail during human clinical trials (Lipsky and Sharp 2001) and furthermore, 10% of all FDA (Food and Drug Administration) approved pharmaceuticals fail after market release due to unforeseen adversity (Schuster et al. 2005).”
BackgroundShibu, M. A., Wang, R.-Y., Hung, T.-H., & Lin, W. (2019) · BMC Complementary and Alternative Medicine · doi:10.1186/s12906-019-2529-1 · Cited by 16
Metabolomics: Bridging Chemistry and Biology in Drug Discovery and Development
Lu, Y., & Chen, C. (2017) · Current Pharmacology Reports · doi:10.1007/s40495-017-0083-4 · Cited by 15
Highly water soluble room temperature superionic liquids of APIs
Carrera, G. V. S. M., Santos, M. M., Costa, A., et al. (2017) · New Journal of Chemistry · doi:10.1039/c7nj01398a · Cited by 16
Liu, X., Zheng, D., Zhong, Y., Xia, Z., Luo, H., & Weng, Z. (2020) · BioMed Research International · doi:10.1155/2020/4795140 · Cited by 17
Cancer Cell‐Based Genomic and Small Molecule Screens
Caldwell, J. S. (2006) · Advances in cancer research · doi:10.1016/s0065-230x(06)96006-0 · Cited by 16
Tang, Y., Yang, K., Zhao, S., et al. (2023) · ACS Omega · doi:10.1021/acsomega.2c07044 · Cited by 15
Ensemble of structure and ligand-based classification models for hERG liability profiling
Vittorio, S., Lunghini, F., Pedretti, A., et al. (2023) · Frontiers in Pharmacology · doi:10.3389/fphar.2023.1148670 · Cited by 15
“Several studies highlighted that cardiotoxicity and hepatotoxicity represent the most frequent adverse effects registered during clinical trials and post-approval surveillance (Schuster et al., 2005; Guengerich, 2011).”
BackgroundAn overview on the protective effects of ellagic acid against heavy metals, drugs, and chemicals
Jamshidi, Z., Roohbakhsh, A., & Karimi, G. (2023) · Food Science & Nutrition · doi:10.1002/fsn3.3704 · Cited by 16
“Two important reasons for drug attrition are hepatotoxicity and cardiotoxicity (Schuster et al., 2005).”
BackgroundChiang, T.-S., Yang, K., Zheng, S.-K., Chiou, L., Hsu, W., Lin, F., Huang, G., & Lee, M. (2012) · Biomaterials · doi:10.1016/j.biomaterials.2012.04.014 · Cited by 15
Does Medical Expansion Improve Population Health?
Zheng, H., & George, L. K. (2018) · Journal of Health and Social Behavior · doi:10.1177/0022146518754534 · Cited by 15
Bertón, P., & Shamshina, J. L. (2023) · Pharmaceuticals · doi:10.3390/ph16020272 · Cited by 15
“Further, APIs can crystallize in the form of solvates and hydrates which can also have polymorphs with different solubilities [17,18] and bioavailabilities [19,20].”
BackgroundStructure-Based Approach for the Discovery of Novel Selective Estrogen Receptor Modulators
Rosano, C., Stec‐Martyna, E., Lappano, R., & Maggiolini, M. (2011) · Current Medicinal Chemistry · doi:10.2174/092986711795029645 · Cited by 15
Crystallography for protein kinase drug design: PKA and SRC case studies
Breitenlechner, C. B., Bossemeyer, D., & Engh, R. A. (2005) · Biochimica et Biophysica Acta (BBA) - Proteins and Proteomics · doi:10.1016/j.bbapap.2005.09.014 · Cited by 14
Gahr, M., Zeiss, R., Lang, D., Connemann, B. J., Hiemke, C., & Schönfeldt‐Lecuona, C. (2015) · The Journal of Clinical Pharmacology · doi:10.1002/jcph.662 · Cited by 14
Replacement techniques to reduce animal experiments in drug and nanoparticle development
Jin, I. S., Yoon, M. S., Park, C., Hong, J. T., Chung, Y. B., Kim, J., & Shin, D. H. (2020) · Journal of Pharmaceutical Investigation · doi:10.1007/s40005-020-00487-8 · Cited by 14
Marine-derived antimicrobial molecules from the sponges and their associated bacteria
Devkar, H. U., Thakur, N. L., & Kaur, P. (2022) · Canadian Journal of Microbiology · doi:10.1139/cjm-2022-0147 · Cited by 14
Gahr, M., Zeiss, R., Lang, D., Connemann, B. J., & Schönfeldt‐Lecuona, C. (2015) · The Journal of Clinical Pharmacology · doi:10.1002/jcph.475 · Cited by 14
“Liver injury due to drug treatment is a major safety concern and ranks on place four of causes of liver injury in Western countries.(1) Moreover, it is the most common reason for withdrawing drugs from the market and for rejecting marketing applications in the Unites States of America.”
BackgroundA novel low-volume two-chamber microfabricated platform for evaluating drug metabolism and toxicity
Bale, S. S., Sridharan, G. V., Golberg, I., Prodanov, L., McCarty, W. J., Usta, O. B., Jindal, R., & Yarmush, M. L. (2015) · TECHNOLOGY · doi:10.1142/s2339547815200034 · Cited by 14
Bocci, G., Moreau, A., Vayer, P., et al. (2018) · European Journal of Pharmaceutical Sciences · doi:10.1016/j.ejps.2018.04.039 · Cited by 14
Fabrication of paper-based devices for in vitro tissue modeling
Li, H., Cheng, F., Robledo-Lara, J. A., Liao, J., Wang, Z., & Zhang, Y. S. (2020) · Bio-Design and Manufacturing · doi:10.1007/s42242-020-00077-5 · Cited by 15
In Silico Models for Hepatotoxicity
Hewitt, M., & Przybylak, K. R. (2016) · Methods in molecular biology · doi:10.1007/978-1-4939-3609-0_11 · Cited by 17
Halai, R., Croker, D. E., Suen, J. Y., et al. (2012) · Biosensors · doi:10.3390/bios2030273 · Cited by 13
“Despite ongoing efforts to make assays ever more robust, “hits” identified in screening campaigns are failing to progress to the market due to unanticipated side effects and toxicities, some stemming from off-target binding, but others potentially the result of biased reporting of ligand function limited by one or a f…”
BackgroundRegioselective biotransformation of CNS drugs and its clinical impact on adverse drug reactions
Wong, Y. C., Qian, S., & Zuo, Z. (2012) · Expert Opinion on Drug Metabolism & Toxicology · doi:10.1517/17425255.2012.688027 · Cited by 13
“In clinical Phases I -- III, about 33% of drug development project terminations were due to toxicity [15].”
Backgroundda Costa, K. S., Galúcio, J. M. P., de Jesus, D. A., Gomes, G. C., Lima, A. H., Taube, P. S., dos Santos, A. M., & Lameira, J. (2019) · Current Computer - Aided Drug Design · doi:10.2174/1573409915666191025114009 · Cited by 13
Yamazaki, S., Spilker, M. E., & Vicini, P. (2016) · Expert Opinion on Drug Metabolism & Toxicology · doi:10.1517/17425255.2016.1141895 · Cited by 12
“failures of NMEs, despite an increased understanding of translational pharmacology from bench to bedside.[5,6] Most NMEs in”
BackgroundHop, C. E. C. A. (2012) · Wiley eBooks · doi:10.1002/9780470921920.edm049 · Cited by 13
Huang, W., Pannecouque, C. C., Clercq, E. D., et al. (2024) · European Journal of Medicinal Chemistry · doi:10.1016/j.ejmech.2024.116668 · Cited by 11
Qayyum, M. I., Ullah, S., Rashid, U., et al. (2022) · Molecules · doi:10.3390/molecules27196199 · Cited by 11
“Cancer chemotherapy is associated with a significant risk of cardiac and hepatic damage during treatment [18,19].”
BackgroundMahmud, A. A., Pal, T. K., Islam, M. M., Haque, M. M., Islam, M. A., Sheikh, M. C., Miyatake, R., & Paul, S. (2023) · Journal of Molecular Structure · doi:10.1016/j.molstruc.2023.135654 · Cited by 10
Multikinase inhibitor-induced liver injury in patients with cancer: A review for clinicians
Houron, C., Danielou, M., Mir, O., Fromenty, B., Perlemuter, G., & Voican, C. S. (2020) · Critical Reviews in Oncology/Hematology · doi:10.1016/j.critrevonc.2020.103127 · Cited by 11
Biological therapies: concepts and challenges
Müller, M. (2006) · Wiener klinische Wochenschrift · doi:10.1007/s00508-006-0670-6 · Cited by 11
“development, over 90% of the market withdrawals were caused by drug toxicity with hepatotoxicity and cardiovascular toxicity as the major causes for two out of three market withdrawals [7].”
BackgroundVirus inactivation by matching the vibrational resonance
Sadraeian, M., Kabakova, I. V., Zhou, J., & Jin, D. (2024) · Applied Physics Reviews · doi:10.1063/5.0183276 · Cited by 13
Niklas, J., Ochoa, J. G. D., Bucher, J., & Mauch, K. (2013) · Molecular Informatics · doi:10.1002/minf.201200043 · Cited by 8
Unadkat, V., Rohit, S., Parikh, P. H., Patel, K. P., Sanna, V. K., & Singh, S. (2022) · OncoTargets and Therapy · doi:10.2147/ott.s357765 · Cited by 11
“Although there are few reports on developing EGFR inhibitors through various mechanisms,(11) they display poor efficacy when investigated to inhibit the proliferation of cancer cells.(12,13) Many known kinase inhibitors, i.”
BackgroundPersonalized Medicine: Transforming Drug Development and Healthcare
Lee, V. H. L. (2010) · Therapeutic Delivery · doi:10.4155/tde.10.68 · Cited by 10
Voican, C. S., Martin, S., Verstuyft, C., et al. (2016) · PLoS ONE · doi:10.1371/journal.pone.0155234 · Cited by 10
“28–29 cases per 100,000 patient-years) and a matter of concern in the current context of increasing drug availability and medical prescription [1].”
BackgroundIanni, M. D., Talevi, A., Castro, E. A., et al. (2011) · Journal of Chemometrics · doi:10.1002/cem.1376 · Cited by 9
“As a consequence of this scheme, around 40% of the drug development projects failed because of inappropriate drug disposition characteristics (inability of the drug to reach its biological molecular target in adequate amounts) and about 20% ended up in failure due to toxicity issues [1].”
BackgroundWust, K. M., Beck, T. S., Burrow, R. A., et al. (2019) · Materials Science and Engineering C · doi:10.1016/j.msec.2019.110194 · Cited by 9
Wang, Y., & Chen, X. (2021) · Journal of Chemistry · doi:10.1155/2021/2293871 · Cited by 8
“At least a quarter of the drugs are prematurely terminated or withdrawn from the market due to liver-related liabilities [6].”
BackgroundIdentification and Categorization of Liver Toxicity Markers Induced by a Related Pair of Drugs
Chang, C., Beland, F. A., Hines, W. M., Fuscoe, J. C., Han, T., & Chen, J. J. (2011) · International Journal of Molecular Sciences · doi:10.3390/ijms12074609 · Cited by 9
“Hepatotoxicity accounted for about 27% of drugs withdrawn from the market in the period 1960–2002 and over 40% of clinical phase drug candidate terminations due to toxicity [3–8].”
Takač, M. J.-M. (2010) · Acta Pharmaceutica · doi:10.2478/v10007-010-0023-x · Cited by 9
“However, changes in the basic fluoroquinolone pharmacophore moiety as well as changes in substituents lead to unexpected adverse reactions, such as the CNS reactions, drug-drug interactions, phototoxicity, hepatotoxicity and cardiotoxicity such as QTc interval prolongation of electrocardiogram, which have been reporte…”
BackgroundPereira, V. S. D. S., Emery, F. D. S., Lobo, L., Nogueira, F., Oliveira, J. I. N., Fulco, U. L., Albuquerque, E. L., Katzin, A. M., & de Andrade‐Neto, V. F. (2018) · Malaria Journal · doi:10.1186/s12936-018-2615-8 · Cited by 10
“It is believed that around 40–50% of study in clinical phases fail due to toxicity and pharmacokinetic difficulties [18, 22].”
BackgroundImming, P. (2015) · Elsevier eBooks · doi:10.1016/b978-0-12-417205-0.00001-8 · Cited by 9
Second Generation Patents in Pharmaceutical Innovation
Ahn, H. (2014) · Nomos eBooks · doi:10.5771/9783845250861 · Cited by 9
Vangala, S., Pinjari, J., Patole, P. S., Ravindran, S., Gangal, R., Wangikar, P. B., Basu, S., Ahmed, T., & Rastogi, H. (2012) · Wiley eBooks · doi:10.1002/9780470921920.edm038 · Cited by 9
An in-depth review of PPARγ modulators as anti-diabetes therapeutics
Jangra, A., Babu, B., Selvaraj, D., Byran, G., Rajan, S., Jangra, S., & Malakar, V. K. (2025) · Drug Metabolism Reviews · doi:10.1080/03602532.2025.2508152 · Cited by 11
“…in preclinical trials reduce the attrition rate of designed compounds and the use of animals for post-assessments of drugs (eddershaw et al. 2000; Schuster et al. 2005; lai et al. 2022; Mak et al. 2022). this review aims to provide an update on DMPK studies on PPARγ modulators: (1) absorption…”
Metabolic Network Reconstructions to Predict Drug Targets and Off-Target Effects
Rawls, K. D., Dougherty, B. V., & Papin, J. A. (2019) · Methods in molecular biology · doi:10.1007/978-1-0716-0159-4_14 · Cited by 9
Obi, P., GC, J. B., Mariasoosai, C., Diyaolu, A., & Natesan, S. (2024) · Journal of Chemical Theory and Computation · doi:10.1021/acs.jctc.4c00315 · Cited by 8
The altered liver microRNA profile in hepatotoxicity induced by rhizome Dioscorea bulbifera in mice
Yang, R., Bai, Q., Zhang, J., Sheng, Y., & Ji, L. (2016) · Human & Experimental Toxicology · doi:10.1177/0960327116666651 · Cited by 8
Bonaccorso, C., Николаевна, Н. И., Satriano, C., et al. (2020) · ChemistrySelect · doi:10.1002/slct.201903502 · Cited by 8
Chamikara, M. A. P., & Chen, Y. P. (2021) · Computers in Biology and Medicine · doi:10.1016/j.compbiomed.2021.104361 · Cited by 8
Future drug discovery and development
Hurko, O. (2010) · Molecular Genetics and Metabolism · doi:10.1016/j.ymgme.2010.01.010 · Cited by 8
The Science and Business of Drug Discovery
Zanders, E. D. (2011) · Springer eBooks · doi:10.1007/978-1-4419-9902-3 · Cited by 9
FilTer BaSe: A web accessible chemical database for small compound libraries
Kolte, B. S., Londhe, S. R., Solanki, B. R., Gacche, R. N., & Meshram, R. J. (2018) · Journal of Molecular Graphics and Modelling · doi:10.1016/j.jmgm.2017.12.020 · Cited by 7
In Silico Methods to Predict Relevant Toxicological Endpoints of Bioactive Substances
Silva, G. M., Federico, L. B., Alves, V. M., & da Silva, C. H. T. D. P. (2021) · Engineering materials · doi:10.1007/978-3-030-62226-8_22 · Cited by 7
Accessing, Using, and Creating Chemical Property Databases for Computational Toxicology Modeling
Williams, A. J., Ekins, S., Spjuth, O., & Willighagen, E. (2012) · Methods in molecular biology · doi:10.1007/978-1-62703-050-2_10 · Cited by 7
Increased MMAB level in mitochondria as a novel biomarker of hepatotoxicity induced by Efavirenz
Tan, Z., Jia, X., Ma, F., et al. (2017) · PLoS ONE · doi:10.1371/journal.pone.0188366 · Cited by 7
Attakpa, E., Amina, M. D., Sangare, M. M., Guinnin, F. F. D., Akotegnon, A. R., Amoussa, A. M. O., Lagnika, L., Lamine, B.-M., Seri, B., & Khan, N. A. (2018) · Journal of Endocrinology and Diabetes · doi:10.15226/2374-6890/5/4/001112 · Cited by 7
Bioanalysis of small and large molecule drugs, metabolites, and biomarkers by LC-MS
Weng, N., Patel, S. R., & Jian, W. (2020) · Elsevier eBooks · doi:10.1016/b978-0-12-820018-6.00001-6 · Cited by 7
Langer, T., & Bryant, S. D. (2008) · Elsevier eBooks · doi:10.1016/b978-0-12-374194-3.00010-x · Cited by 7
Self-citationToward Integrative Predictive Toxicology: Advanced Methods for Drug Toxicity and Safety Prediction
Gianquinto, E., Bersani, M., Armando, L. G., Davani, L., Cena, C., Simone, A. D., & Spyrakis, F. (2026) · Wiley Interdisciplinary Reviews Computational Molecular Science · doi:10.1002/wcms.70065 · Cited by 11
Abo-Dya, N. E., & Issahaku, A. R. (2023) · ChemistrySelect · doi:10.1002/slct.202303481 · Cited by 6
Qayyum, M. I., Ullah, S., Obaidullah, et al. (2022) · Arabian Journal of Chemistry · doi:10.1016/j.arabjc.2022.104504 · Cited by 6
Imming, P. (2008) · Elsevier eBooks · doi:10.1016/b978-0-12-374194-3.00002-0 · Cited by 6
The bile salt export pump (BSEP/ABCB11)
Lai, Y. (2013) · Elsevier eBooks · doi:10.1533/9781908818287.327 · Cited by 6
Tohyama, K., Chisaki, I., Takai, Y., Handa, Y., Miyamoto, M., & Amano, N. (2019) · Toxicological Sciences · doi:10.1093/toxsci/kfz093 · Cited by 6
Jeong, C. G., Negro, G. D., Getsios, S., & Ekert, J. E. (2018) · Elsevier eBooks · doi:10.1016/b978-0-12-813671-3.00005-0 · Cited by 8
Defranchi, E., Schalon, C., Messa, M., Onofri, F., Benfenati, F., & Rognan, D. (2010) · PLoS ONE · doi:10.1371/annotation/95078306-dc3b-4441-b2b1-dd986b734570 · Cited by 6
Computational Screening Techniques for Lead Design and Development
Gupta, P. P., Bastikar, V. A., Bastikar, A., Chhajed, S. S., & Pathade, P. A. (2020) · Springer eBooks · doi:10.1007/978-981-15-6815-2_9 · Cited by 7
Zhou, R.-L., Pannecouque, C. C., Clercq, E. D., et al. (2023) · Bioorganic Chemistry · doi:10.1016/j.bioorg.2023.106783 · Cited by 5
Hasan, M., Hwija, I., & Mossa, Y. (2023) · Natural Product Research · doi:10.1080/14786419.2023.2265537 · Cited by 5
“…the pharmaceutical market, together with unanticipated negative side effects, contraindications, and interactions between synthetic drugs, fell short of aspirations for global health (Schuster et al. 2005; Kinghorn et al. 2011; Newman and Cragg 2012; Scannell et al. 2012; David et al. 2015).”
Predicting routes of phase I and II metabolism based on quantum mechanics and machine learning
Öeren, M., Hunt, P. A., Wharrick, C. E., Ghomi, H. T., & Segall, M. (2023) · Xenobiotica · doi:10.1080/00498254.2023.2284251 · Cited by 5
“(Kennedy 1997) However, the large failure rate was mostly due to anti-infectives, which skewed the results relative to the historic and subsequent norms (Schuster et al. 2005).”
Biologics: the next-generation therapeutics for analgesia?
Hatcher, J. P., Chessell, I. P., & Hughes, J. P. (2011) · Expert Review of Neurotherapeutics · doi:10.1586/ern.11.66 · Cited by 5
Current and Future Challenges for Collaborative Computational Technologies for the Life Sciences
Williams, A. J., Arnold, R. J. G., Neylon, C., Spencer, R. W., Schürer, S. C., & Ekins, S. (2011) · doi:10.1002/9781118026038.ch28 · Cited by 5
Clinical Chemistry in Toxicity Testing: Scope and Methods
Gosselin, S., Ramaiah, L., & Earl, L. K. (2009) · General, Applied and Systems Toxicology · doi:10.1002/9780470744307.gat040 · Cited by 6
Faller, B., & Urbán, L. (2009) · Methods and principles in medicinal chemistry · doi:10.1002/9783527627448.ch3 · Cited by 5
D-pinitol modulates the anti-emetic effects of aprepitant, domperidone, and ondansetron in chicks
Rahman, M. A., Rahman, M. A., Sheikh, S., et al. (2025) · Pharmaceutical Science Advances · doi:10.1016/j.pscia.2025.100073 · Cited by 4
“Approximately 90% of potential drugs do not successfully advance through clinical research, particularly during phase I, II, and III trials, mostly due to concerns regarding toxicity and insuf fi cient clinical effectiveness [55].”
Mazidi, Z., Wieser, M., Sp̂înu, N., Weidinger, A., Kozlov, A. V., Vuković, K., Wellens, S., Murphy, C., Singh, P., Lagares, L. M., et al. (2024) · Toxicology in Vitro · doi:10.1016/j.tiv.2024.105954 · Cited by 4
Sakai, Y., Matsumura, M., Iwao, T., & Matsunaga, T. (2023) · In Vitro Cellular & Developmental Biology - Animal · doi:10.1007/s11626-023-00805-y · Cited by 4
Organs-on-Chips: a new paradigm for safety assessment of drug-induced thrombosis
Ng, P. R., Belgur, C., Barthakur, S., van der Meer, A. D., Hamilton, G. A., & Barrile, R. (2019) · Current Opinion in Toxicology · doi:10.1016/j.cotox.2019.08.004 · Cited by 4
Identification of drug-induced toxicity biomarkers for treatment determination
Lu, T., & Chen, J. J. (2015) · Pharmaceutical Statistics · doi:10.1002/pst.1684 · Cited by 4
Januar, H. I. (2016) · Journal of Scientometric Research · doi:10.5530/jscires.5.1.7 · Cited by 4
“and cosmeceutical industries, such as Prialt®, Yondelis®, and Carragelose®.[4,5] However, many of prospective”
BackgroundTalevi, A., Castro, E. A., & Bruno‐Blanch, L. E. (2011) · IGI Global eBooks · doi:10.4018/978-1-60960-860-6.ch011 · Cited by 4
Wang, R.-Y., Huang, J., Hsu, G. W., et al. (2017) · American Journal of Plant Sciences · doi:10.4236/ajps.2017.85077 · Cited by 4
Conservation and Relevance of Pharmacophore Point Types
Fehlmann, T., & Hutter, M. C. (2019) · Journal of Chemical Information and Modeling · doi:10.1021/acs.jcim.8b00757 · Cited by 4
Kubinyi, H. (2006) · Wiley eBooks · doi:10.1002/9780470041000.cedt001 · Cited by 4
Yamazaki, S., Lam, J. L., & Johnson, T. W. (2017) · doi:10.1002/9781119092599.ch18 · Cited by 4
Why Drugs Fail – A Study on Side Effects in New Chemical Entities
Schuster, D., Laggner, C., & Langer, T. (2008) · Methods and principles in medicinal chemistry · doi:10.1002/9783527621460.ch1 · Cited by 4
Self-citationda Conceição, R. A., Barbosa, M. L. D. C., & de Souza, A. M. T. (2025) · Journal of Computer-Aided Molecular Design · doi:10.1007/s10822-025-00712-2 · Cited by 4
“Human hepatotoxicity and cardiotoxicity are the leading causes of drugs failure during clinical trials or post-market surveillance [103].”
Modelling the Human Respiratory System: Approaches forin VitroSafety Testing and Drug Discovery
Prytherch, Z. C., & BéruBé, K. (2014) · Royal Society of Chemistry eBooks · doi:10.1039/9781782620136-00066 · Cited by 3
Fish embryos as alternative models for drug safety evaluation
Scholz, S., Büttner, A., Klüver, N., & Guinea, J. (2010) · Cambridge University Press eBooks · doi:10.1017/cbo9780511779053.015 · Cited by 3
Role of Membrane Transport in Hepatotoxicity and Pathogenesis of Drug-Induced Cholestasis
Stieger, B., & Kullak-Ublick, G. A. (2013) · Elsevier eBooks · doi:10.1016/b978-0-12-387817-5.00007-8 · Cited by 3
Polypharmacology in Drug Design and Discovery—Basis for Rational Design of Multitarget Drugs
Wang, Z., & Yang, B. (2022) · Springer eBooks · doi:10.1007/978-3-031-04998-9_12 · Cited by 3
Machine Learning for Predicting Organ Toxicity
Liu, J., Guo, W., Dong, F., Patterson, T. A., & Hong, H. (2023) · Computational methods in engineering & the sciences · doi:10.1007/978-3-031-20730-3_22 · Cited by 4
Vieira, J. C. B., Priebe, V. E., Wust, K. M., et al. (2023) · Journal of Materials Science · doi:10.1007/s10853-023-08457-9 · Cited by 3
Quest for discovering novel CDK12 inhibitor
Debnath, A., Singh, R. K., Mazumder, R., Mazumder, A., Srivastava, S., Chaudhary, H., Mangal, S., Sanchitra, J., Tyagi, P. K., Singh, S. K., et al. (2024) · Journal of Receptors and Signal Transduction · doi:10.1080/10799893.2024.2441185 · Cited by 3
“Ninety percent of market withdrawals were attributed to drug toxicity, with hepatotoxicity and cardiovascular toxicity accounting for two-thirds of these cases [68,69].”
The Efficiency of Multi-target Drugs: A Network Approach
Alberca, L. N., & Talevi, A. (2020) · Human perspectives in health sciences and technology · doi:10.1007/978-3-030-32857-3_3 · Cited by 4
Tsaioun, K., & Kates, S. A. (2012) · Springer eBooks · doi:10.1007/978-1-4419-9530-8_30 · Cited by 4
Metadata
- Authors
- Schuster, D., Laggner, C., & Langer, T.
- Affiliations
- Universität Innsbruck (AT)
- Venue
- Current Pharmaceutical Design
- Publisher
- Bentham Science Publishers Ltd.
- Published
- 2005-10-01
- Volume
- 11
- Issue
- 27
- Pages
- 3545-3559
- ISSN
- 1381-6128 (ISSN-L)
- OpenAlex
- W2141455139
- Cited by
- 417
- References
- 0
- Citations by year
- 2026: 7 · 2025: 10 · 2024: 14 · 2023: 30 · 2022: 17 · 2021: 11 · 2020: 21 · 2019: 17 · 2018: 21 · 2017: 23 · 2016: 27 · 2015: 30 · 2014: 21 · 2013: 22 · 2012: 32
- FWCI
- 13.04
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Current Pharmaceutical Design (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Life Sciences › Pharmacology, Toxicology and Pharmaceutics › Toxicology › Pharmacovigilance and Adverse Drug Reactions
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods in Clinical Trials
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Pharmaceutical Economics and Policy
- Keywords
- drug failure, drug toxicity, hepatotoxicity, cardiotoxicity, adverse drug reactions, new chemical entities, drug efficacy
- MeSH terms
- Humans, Product Surveillance, Postmarketing, Drugs, Investigational, Treatment Failure, Drug-Related Side Effects and Adverse Reactions
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review