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Oral Druggable Space beyond the Rule of 5: Insights from Drugs and Clinical Candidates
Open accessAbstract
The rule of 5 (Ro5) is a set of in silico guidelines applied to drug discovery to prioritize compounds with an increased likelihood of high oral absorption. It has been influential in reducing attrition due to poor pharmacokinetics over the last 15 years. However, strict reliance on the Ro5 may have resulted in lost opportunities, particularly for difficult targets. To identify opportunities for oral drug discovery beyond the Ro5 (bRo5), we have comprehensively analyzed drugs and clinical candidates with molecular weight (MW) > 500 Da. We conclude that oral drugs are found far bRo5 and properties such as intramolecular hydrogen bonding, macrocyclization, dosage, and formulations can be used to improve bRo5 bioavailability. Natural products and structure-based design, often from peptidic leads, are key sources for oral bRo5 drugs. These insights should help guide the design of oral drugs in bRo5 space, which is of particular interest for difficult targets.
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“In the development of new drugs, 500 Da is often quoted as the maximum molecular weight parameter. However, it has been observed that molecules with higher molecular weights are also capable of being absorbed, and the limits of oral bioavailability appear to extend to about MW ≤ 1000 Da [70,71,72].”
From The EU’s Per- and Polyfluoroalkyl Substances (PFAS) Ban: A Case of Policy over Science (2023) · cites this paper as [71]
In the citing paper
“In general, PROTAC physicochemical property space falls beyond the ‘rule of 5’ (refs59,60) owing to the bifunctional nature of the molecules.”
From PROTAC targeted protein degraders: the past is prologue (2022) · cites this paper as [60]
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“Bakung putih (Crinum asiaticum L.) merupakan ramuan obat yang memiliki efek terapi sebagai anti inflamasi (Haque et al., 2014; Patel, 2017).”
BackgroundMagotra, A., Gour, A., Sharma, D. K., Dash, A. K., Singh, G., Mukherjee, D., & Nandi, U. (2019) · Bioorganic & Medicinal Chemistry Letters · doi:10.1016/j.bmcl.2019.02.010 · Cited by 11
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BackgroundWang, Y., Ma, Y., Chang, Y.-H., Yan, J., Zhang, J., Cai, M.-Y., & Wei, K. (2025) · Biology · doi:10.3390/biology14121665 · Cited by 11
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From Prompt to Drug: Toward Pharmaceutical Superintelligence
Zhavoronkov, A. A., Gennert, D. G., & Shi, J. (2026) · ACS Central Science · doi:10.1021/acscentsci.5c01473 · Cited by 15
“…trade-offs between molecular properties, as well as the ability for drugs in violation of traditional design rules, such as Lipinski’s Rule of Five, 95,96 to achieve success, though, suggest these LLM-based tools need to be more comprehensive in their training sets or less strict in their…”
Nunes, I. J., Dias, R. F. C., da Silva, A. F., Ferreira, W. V., Cunico, W. J., Couto, G. T., Bianchini, D., Casagrande, O. L., Saffi, J., & Pinheiro, A. C. (2024) · Journal of Molecular Structure · doi:10.1016/j.molstruc.2024.138729 · Cited by 10
Mascarello, A., de Azevedo, H. F. Z., Ferreira, M. A., Ishikawa, E. E., & Guimarães, C. R. W. (2021) · European Journal of Pharmaceutical Sciences · doi:10.1016/j.ejps.2021.105731 · Cited by 10
Drug‐Like Properties in Macrocycles above MW 1000: Backbone Rigidity versus Side‐Chain Lipophilicity
Furukawa, A., Schwochert, J. A., Pye, C. R., Asano, D., Edmondson, Q. D., Turmon, A. C., Klein, V. G., Ono, S., Okada, O., & Lokey, R. S. (2020) · Angewandte Chemie · doi:10.1002/ange.202004550 · Cited by 11
Liang, H., He, M., Li, S., & Zhao, J. (2022) · Chinese Medicine · doi:10.1186/s13020-022-00637-0 · Cited by 10
“Many compounds violate these rules with clear pharmacological activities [85].”
BackgroundQuinazolinone-Peptido-Nitrophenyl-Derivatives as Potential Inhibitors of SARS-CoV-2 Main Protease
Giang, H. N. H., Chou, F., Chen, C., Chou, S.-C., Huang, S., Wu, T., Huê, B. T. B., Lin, H., & Wu, T. (2023) · Viruses · doi:10.3390/v15020287 · Cited by 10
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“This allowed the binding energies of the investigated ligands to be evaluated with both DNA alone and in complex with topoisomerase II, highlighting the differences be-tween these two potential modes of binding.”
BackgroundWhat Happens in Successful Optimizations? A Survey of 2018–2024 Literature
Leeson, P. D. (2026) · Journal of Medicinal Chemistry · doi:10.1021/acs.jmedchem.5c03171 · Cited by 12
Peng, M. (2020) · Journal of Exploratory Research in Pharmacology · doi:10.14218/jerp.2020.00008 · Cited by 9
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“revealed that natural products are a major source of oral drugs ‘beyond Lipinski’s rule of five [11].”
BackgroundDesign Principles for Intestinal Permeability of Cyclic Peptides
Mathiowetz, A. M. (2019) · Methods in molecular biology · doi:10.1007/978-1-4939-9504-2_1 · Cited by 10
QSAR Models for Predicting Five Levels of Cellular Accumulation of Lysosomotropic Macrocycles
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“A new set of rules (“Beyond Rule of 5”) is needed to better describe successful macrocycle pharmaceuticals [11,12], but this is limited by the scarcity of data and systematic knowledge on the relationship between macrocycle structure and their pharmacokinetics [13].”
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“In this perspective, the great standard was the ability of the compound to remain within the criteria of Lipinsky’s rule of five, which includes characteristics such as molecular weight and number of hydrogen donors that implicate in the molecule druggability (Doak et al. 2014).”
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“We hope the dogmatic drug discovery practices will become more flexible with many successful exceptions reported from this otherwise very informative rule (Zhang and Wilkinson 2007; Walters 2012; Doak et al. 2014).”
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Linking solid-state phenomena via energy differences in `archetype crystal structures'
Dittrich, B., Connor, L. E., Fabbiani, F. P. A., & Piéchon, P. (2024) · IUCrJ · doi:10.1107/s2052252524002641 · Cited by 8
Analyzing Oxygen Atom Distribution in FDA‐Approved Drugs to Enhance Drug Discovery Strategies
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“Second, the increased structural complexity and size of compounds in extended and bRo5 space can lead to greater metabolic instability and reduced bioavailability (Doak and Kihlberg 2016; Doak et al. 2014; Lovering, Bikker, and Humblet 2009).”
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“Despite this, many drugs with molecu‑ lar weights exceeding this threshold and breaking several of Lipinski’s rules still show high bioavailability and efficacy (drugs beyond rules of 5, bRO5) [2,3,5–8].”
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Quest for selective MMP9 inhibitors: a computational approach
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“The readers should thus be aware of the kind of therapeutic modality they are looking to develop or discover before applying the Lipinski filter (de Oliveira et al., 2021; Doak et al., 2014; Poongavanam et al., 2018).”
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“This suggests that it can be efficiently transported across cell membranes, as passive diffusion through a cell membrane is a key element of transcellular absorption (Doak et al., 2014; Yusof et al., 2014).”
BackgroundA Diversity‐Oriented Approach to Large Libraries of Artificial Macrocycles
Kharchenko, S., Iampolska, A. D., Radchenko, D. S., Vashchenko, B. V., Voïtenko, Z., & Grygorenko, O. O. (2021) · European Journal of Organic Chemistry · doi:10.1002/ejoc.202100195 · Cited by 8
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Physicochemical Parameters of Recently Approved Oral Drugs
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“…on Lipinski’s rule of five viability The viability of a compound as a drug increases if it meets these criteria and no more than one physicochemical criterium is violated [86]. of a compound as a drug increases if it meets these criteria and no more than physicochemical criterium is violated [86].”
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“Bosentan, fidaxomicin, and rifaximin are beyond-rule-of-five drugs (bRO5). bRO5 drugs have attracted a lot of interest in recent drug discovery and development [46, 47].”
Synthetic Nucleic Acids and Treatment of Neurological Diseases
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“Analyzes carried out by Kihlberg et al. (2014), of a set of compounds in addition to the chemical space proposed by the rules of Lipinski and Veber (values of MW 1132; PSA 229 and 5.5 cLogP 13.3), in which he found that they were orally bioavailable.”
MethodInfluentialShaik, S., Sirigireddy, R. M. R., Godugu, K., Venkatramu, V., Kakarla, R. R., Balaraman, E., Nallagondu, C. G. R., & Aminabhavi, T. M. (2022) · Chemosphere · doi:10.1016/j.chemosphere.2022.136667 · Cited by 7
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Neprilysin inhibitor from herbal compounds as the latest adjuvant treatment of chronic heart failure
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Protein-protein interactions: a structural view of inhibition strategies and the IL-23/IL-17 axis
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Verma, A. K., Hossain, M. S., Ahmed, S. F., Hussain, N., Ashid, M., Upadhyay, S. K., Vishvakarma, N. K., Bhojiya, A. A., & Srivastava, S. K. (2022) · Journal of Biomolecular Structure and Dynamics · doi:10.1080/07391102.2022.2071338 · Cited by 7
“Predictions suggest that strict compliance of rule of 5 led to a large number of lost opportunities (Doak et al., 2014).”
BackgroundDhiabi, M., Bouattour, A., Fakhfakh, M., Abid, S., Paquin, L., Robert, T., Bach, S., Bazureau, J. P., & Ammar, H. (2022) · Journal of Molecular Structure · doi:10.1016/j.molstruc.2022.134319 · Cited by 7
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“Such compounds typically have higher lipophilicity and lower water solubility and require non-conventional delivery systems to ensure bioavailability [59].”
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Klein‐Júnior, L. C., Corrêa, R., Heyden, Y. V., & Filho, V. C. (2019) · European Journal of Medicinal Chemistry · doi:10.1016/j.ejmech.2019.01.028 · Cited by 7
“In fact, there are several examples that are beyond RO5, leading to the proposal of new limits: HBD ≤ 6, HBA ≤ 15, MW ≤ 1000 Da, -2 ≤ logP ≤ 10, PSA ≤ 250 Å2, and NRB ≤ 20 [16].”
BackgroundKiani, Y. S., & Jabeen, I. (2019) · Computation · doi:10.3390/computation7020026 · Cited by 7
Bogaerts, J., Atilaw, Y., Peintner, S., Aerts, R., Kihlberg, J. O., Johannessen, C., & Erdélyi, M. (2021) · RSC Advances · doi:10.1039/d0ra10167b · Cited by 7
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From Degraders to Molecular Glues: New Ways of Breaking Down Disease‐Associated Proteins
Nagel, Y. A., Britschgi, A., & Ricci, A. (2021) · Wiley eBooks · doi:10.1002/9783527826872.ch2 · Cited by 6
Padhy, I., Banerjee, B., Sharma, T., Achary, P. G. R., Singh, N., & Chandra, A. (2024) · Biochemical and Biophysical Research Communications · doi:10.1016/j.bbrc.2024.151200 · Cited by 6
Thorpe, M. P., Hopkins, C. R., & Johnston, J. N. (2025) · ACS Medicinal Chemistry Letters · doi:10.1021/acsmedchemlett.5c00037 · Cited by 6
Baylon, J. L., Chalkley, M. J., Siu, T., Shou, W. Z., Sun, Y., Cai, X., Paiva, A., Patel, S. A., Zvyaga, T. A., & Weiss, D. R. (2025) · ACS Medicinal Chemistry Letters · doi:10.1021/acsmedchemlett.5c00156 · Cited by 8
Wilksch, J. J., Tan, J. W. H., Nero, T. L., Hocking, D. M., Bennett-Wood, V. R., Wang, N., Zavras, S.-A., Schiesser, C. H., Tauschek, M., Schembri, M. A., et al. (2025) · npj Biofilms and Microbiomes · doi:10.1038/s41522-025-00834-3 · Cited by 6
“Altogether,JT71fully satis fi es Lipinski ’ s rule of fi ve (i.e., molecular weight 500 g/mol, clogP 5, 5 hydrogen bond donors and 10 hydrogen bond acceptors 52,53 ) and possesses drug-likeness properties 54 .”
Al‐Ebini, Y., Chandramouli, M., Koppuravuri, N. P., Pasha, T. Y., Rahamathulla, M., Eltawaty, S., Thajudeen, K. Y., Ahmed, M. M., & Shivanandappa, T. B. (2026) · Pharmaceuticals · doi:10.3390/ph19020193 · Cited by 6
“The Ro5 states that a compound is more likely to exhibit favorable oral bioavailability if it meets the following criteria: a molecular weight ≤ 500 Dalton, a Log P ≤ 5, no more than 5 hydrogen bond donors, no more than 10 hydrogen bond acceptors, and a molar refractivity between 40 and 130 [39,40].”
Alshaghdali, K., Alharazi, T. H., Rezgui, R., Acar, T., Aljerwan, R. F., Altayyar, A., Tasleem, M., Saeed, M., Yadav, D. K., & Saeed, A. (2024) · Journal of Molecular Structure · doi:10.1016/j.molstruc.2024.137629 · Cited by 6
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“However, there are only a few successful examples [3], such as fexofenadine, montelukast, atorvastatin, and vedroprevir, due to the difficulty of achieving adequate oral absorption of acidic drugs with MW above 500 Da.”
Delocalized quinolinium-macrocyclic peptides, an atypical chemotype for CNS penetration
Pingitore, V., Pancholi, J., Hornsby, T. W., Warne, J. M., Pryce, G., McCormick, L. J., Hill, J. M., Bhosale, G., Peng, J., Newton, L. S., et al. (2024) · Science Advances · doi:10.1126/sciadv.ado3501 · Cited by 6
“CNS drug–like space is regarded as smaller than the original concept of drug-likeness described by Lipinski (rule of five) ( 3 ) and the expanded beyond rule- of-five (bRo5) concept which considers many natural products and more modern drugs ( 4 ).”
BackgroundPeptidomimetics design and characterization: Bridging experimental and computer-based approaches
Romagnoli, A., Rexha, J., Perta, N., Cristofano, S. D., Borgognoni, N., Venturini, G., Pignotti, F., Raimondo, D., Borsello, T., & Marino, D. D. (2024) · Progress in molecular biology and translational science · doi:10.1016/bs.pmbts.2024.07.002 · Cited by 9
DrugSynthMC: An Atom-Based Generation of Drug-like Molecules with Monte Carlo Search
Roucairol, M., Georgiou, A., Cazenave, T., Prischi, F., & Pardo, O. E. (2024) · Journal of Chemical Information and Modeling · doi:10.1021/acs.jcim.4c01451 · Cited by 7
“64,65 Despite our stated upper limit of 10 for HBA and 5 for HBD, we found that compounds generated with ngram peak at 2 and 1 for HBA and HBD, respectively, with an overall lower number of HBA than random, and a higher ratio of compounds with fewer HBD than random and FDA (Figure 2A,B).”
BackgroundSesamin regulates breast cancer through reprogramming of lipid metabolism
Patil, P. H., Chaudhary, A., Bhandare, V. V., Patil, V. S., Beerwala, F. A., Karoshi, V., Sonawane, K. D., Mali, A. V., & Kaul-Ghanekar, R. (2025) · Journal of Biomolecular Structure and Dynamics · doi:10.1080/07391102.2024.2333991 · Cited by 6
“Positive logP values and Abbott bioavailability scores greater than zero affirmed substantial bioavailability, suggesting efficient cell membrane crossing (Doak et al., 2014).”
Macrocycles, the edge of drug‐likeness chemical space or Goldilocks zone?
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Design Considerations in Constructing and Screening DNA-Encoded Libraries
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Computational demonstration of cheminformatics and machine learning in coronavirus drug discovery
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Passive Membrane Permeability of Sizable Acyclic β-Hairpin Peptides
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Antituberculosis agents: Beyond medicinal chemistry rules
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“The first one is “Lipinski’s rule of five”, a set of in silico guidelines applied to drug discovery to prioritize compounds with an increased likelihood of high oral absorption (Doak et al., 2014).”
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“35 Furthermore, parameters such as human serum albumin binding (QPlogKhsa), brain-to-blood partition coefficient (QPlogBB), and blood − brain barrier permeability using the MDCK cell model (QPPMDCK) were within the acceptable range for most active compounds.”
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It's ok to be outnumbered – sub-stoichiometric modulation of homomeric protein complexes
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“water), by adopting hydrophilic ‘extended’ conformations, as well as enhanced permeability across apolar cell membranes, by adopting hydrophobic ‘folded’ conformations [37-44].”
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“Although most small molecules that are orally available tend to follow the Ro5 criteria, many exceed these boundaries 71 .”
BackgroundThe effect of gem -difluorination on the conformation and properties of a model macrocyclic system
Cogswell, T. J., Lewis, R. J., Sköld, C., Nordqvist, A., Ahlqvist, M. M., & Knerr, L. (2024) · Chemical Science · doi:10.1039/d4sc05424e · Cited by 5
Metadata
- Authors
- Doak, B. C., Over, B., Giordanetto, F., & Kihlberg, J.
- Affiliations
- Uppsala University (SE)
- Corresponding author
- Kihlberg, Jan
- Venue
- Chemistry & Biology
- Publisher
- Elsevier BV
- Published
- 2014-09
- Volume
- 21
- Issue
- 9
- Pages
- 1115-1142
- ISSN
- 1074-5521 (ISSN-L)
- OpenAlex
- W2106605095
- Cited by
- 835
- References
- 295
- Citations by year
- 2026: 101 · 2025: 82 · 2024: 103 · 2023: 111 · 2022: 103 · 2021: 88 · 2020: 65 · 2019: 50 · 2018: 51 · 2017: 27 · 2016: 37 · 2015: 14
- FWCI
- 2.15
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Chemistry & Biology (publishedVersion, public-domain)
- PubMed (publishedVersion)
- Funders
- AstraZeneca
- Uppsala Universitet
- Topics
- Life Sciences › Pharmacology, Toxicology and Pharmaceutics › Drug Discovery › Computational Drug Discovery Methods
- Life Sciences › Pharmacology, Toxicology and Pharmaceutics › Pharmaceutical Science › Drug Solubulity and Delivery Systems
- Physical Sciences › Chemistry › Organic Chemistry › Chemical Synthesis and Analysis
- Keywords
- Rule of 5, oral bioavailability, drug discovery, molecular weight, intramolecular hydrogen bonding, macrocyclization, oral dosage forms, natural products, structure-based drug design, pharmacokinetics, clinical candidates
- MeSH terms
- Administration, Oral, Biological Products, Pharmaceutical Preparations, Humans, Molecular Weight, Protease Inhibitors, Databases, Factual, Drug Delivery Systems, Macrocyclic Compounds, Drug Discovery
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