Combining Animal Welfare With Experimental Rigor to Improve Reproducibility in Behavioral Neuroscience.
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Grants of Alexander von Humboldt Foundation (Germany) to CLi. CML was recipient of Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES) research fellowship through the Instituto Nacional de Ciência e Tecnologia Translacional em Medicina (INCT-TM), Brazil. FM was supported by Post-doctoral fellowship grant #2018/25857-5, São Paulo Research Foundation (FAPESP), Brazil. KD was supported by Fellow BIPD/FCT Proj2020/i3S/26040705/2021, Fundação para a Ciência e Tecnologia, Portugal. This study was financed in part by the Coordenação de Aperfeiçoamento de Pessoal de Nível Superior – Brasil (CAPES) – Finance Code 001.
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Positive welfare manipulations may contribute to improved model validity and data reproducibility.
“The use of manipulations to enhance positive welfare in laboratory animals has been shown not to be a source of variability ( Kentner et al., 2021), and a possible contribution towards improved model validity and data reproducibility ( Loss et al., 2021; Van De Weerd et al., 2004; Würbel & Garner, 2007).”
From Stage 2 Registered Report: Refinement of tickling protocols to improve positive animal welfare in laboratory rats (2025) · cites this paper as Loss et al., 2021
The use of manipulations to enhance positive welfare in laboratory animals has been shown not to be a source of variability.
“The use of manipulations to enhance positive welfare in laboratory animals has been shown not to be a source of variability ( Kentner et al., 2021), and a possible contribution towards improved model validity and data reproducibility ( Loss et al., 2021; Van De Weerd et al., 2004; Würbel & Garner, 2007).”
From Stage 2 Registered Report: Refinement of tickling protocols to improve positive animal welfare in laboratory rats (2025) · cites this paper as Loss et al., 2021
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Refining learning and memory assessment in laboratory rodents. An ethological perspective.
Branchi, I., & Ricceri, L. (2004) · PubMed · Cited by 20 · see citing works
Timing of Environmental Enrichment Affects Memory in the House Cricket, Acheta domesticus
Mallory, H. S., Howard, A. F., & Weiss, M. R. (2016) · PLoS ONE · doi:10.1371/journal.pone.0152245 · Cited by 16 · see citing works
Masud, N., Ellison, A., Pope, E. C., & Cable, J. (2020) · Journal of Experimental Biology · doi:10.1242/jeb.229450 · Cited by 16 · see citing works
Addressing selective reporting of experiments through predefined exclusion criteria
Neves, K., & Amaral, O. B. (2020) · eLife · doi:10.7554/elife.56626 · Cited by 15 · see citing works
Neves, K., Carneiro, C. F. D., Wasilewska‐Sampaio, A. P., de Abreu, M. B., Valério‐Gomes, B., Tan, P. B., & Amaral, O. B. (2020) · Memórias do Instituto Oswaldo Cruz · doi:10.1590/0074-02760200328 · Cited by 13 · see citing works
Floating Rodents and Stress-Coping Neurobiology
de Kloet, E. R., & Molendijk, M. L. (2021) · Biological Psychiatry · doi:10.1016/j.biopsych.2021.04.003 · Cited by 13 · see citing works
Are happy lab animals better for science?
(2021) · AAAS Articles DO Group · doi:10.1126/science.aat2326 · Cited by 12 · see citing works
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Ramos-Hryb, A. B., Cari, H., Aighewi, O., & de Oliveira, C. L. (2018) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2018.05.025 · Cited by 12 · see citing works
Are drug targets missed owing to lack of physical activity?
Gurwitz, D. (2001) · Drug Discovery Today · doi:10.1016/s1359-6446(01)01747-0 · Cited by 10 · see citing works
Shkedy, Z., Molenberghs, G., Craenendonck, H. V., Steckler, T., & Bijnens, L. (2005) · Journal of Biopharmaceutical Statistics · doi:10.1081/bip-200049825 · Cited by 9 · see citing works
Time-of-day influence on exploratory behaviour of rats exposed to an unfamiliar environment
Loss, C. M., Córdova, S. D., Callegari-Jacques, S. M., & de Oliveira, D. L. (2014) · Behaviour · doi:10.1163/1568539x-00003224 · Cited by 7 · see citing works
Self-citationBayesian prediction intervals for assessing P-value variability in prospective replication studies
Vsevolozhskaya, O. A., Ruiz, G., & Zaykin, D. V. (2017) · Translational Psychiatry · doi:10.1038/s41398-017-0024-3 · Cited by 5 · see citing works
Shkedy, Z., Vandersmissen, V., Molenberghs, G., Craenendonck, H. V., Aerts, N., Steckler, T., & Bijnens, L. (2005) · Biometrical Journal · doi:10.1002/bimj.200410130 · Cited by 3 · see citing works
The Epistemological (Not Reproducibility) Crisis
Park, J. H. (2020) · Advances in Radiation Oncology · doi:10.1016/j.adro.2020.07.019 · Cited by 3 · see citing works
Ferguson, G. W., Jones, J. R., Gehrmann, W. H., Hammack, S. H., Talent, L. G., Hudson, R. D., Dierenfeld, E. S., Fitzpatrick, M. P., Frye, F. L., Holick, M. F., et al. (1996) · Zoo Biology · doi:10.1002/(sici)1098-2361(1996)15:3
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The grimace scale: a useful tool for assessing pain in laboratory animals
Onuma, K., Watanabe, M., & Sasaki, N. (2024) · EXPERIMENTAL ANIMALS · doi:10.1538/expanim.24-0010 · Cited by 23 · see citing works
Blueprints for measuring natural behavior
Puścian, A., & Knapska, E. (2022) · iScience · doi:10.1016/j.isci.2022.104635 · Cited by 21 · see citing works
Klingner, C. M., Denker, M., Grün, S., Hanke, M., Oeltze‐Jafra, S., Ohl, F. W., Radny, J., Rotter, S., Scherberger, H., Stein, A., et al. (2023) · eNeuro · doi:10.1523/eneuro.0215-22.2023 · Cited by 16 · see citing works
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Alves, L., Hashiguchi, D., Loss, C. M., van Praag, H., & Longo, B. M. (2025) · Journal of Alzheimer s Disease · doi:10.1177/13872877251321118 · Cited by 12 · see citing works
Self-citationReporting checklists in neuroimaging: promoting transparency, replicability, and reproducibility
Ekhtiari, H., Zare-Bidoky, M., Sangchooli, A., Valyan, A., Abi‐Dargham, A., Cannon, D. M., Carter, C. S., Garavan, H., George, T. P., Ghobadi‐Azbari, P., et al. (2024) · Neuropsychopharmacology · doi:10.1038/s41386-024-01973-5 · Cited by 13 · see citing works
Mösch, L., Kunczik, J., Breuer, L., Merhof, D., Gass, P., Potschka, H., Zechner, D., Vollmar, B., Tolba, R. H., Häger, C., et al. (2023) · PLoS ONE · doi:10.1371/journal.pone.0286230 · Cited by 9 · see citing works
Neural Circuits of Fear and Anxiety: Insights from a Neuroethological Perspective
Melleu, F. F., & Canteras, N. S. (2024) · Physiology · doi:10.1152/physiol.00042.2024 · Cited by 9 · see citing works
Self-citationIn Vivo Animal Models Development and Their Limitations for Brain Research
Mangrulkar, S. V., Dabhekar, S. V., Neje, P., Parkarwar, N., Turankar, A., Taksande, B. G., Umekar, M. J., & Nakhate, K. T. (2024) · Springer eBooks · doi:10.1007/978-981-97-2859-6_12 · Cited by 9 · see citing works
Pinto, A., Haytural, H., Loss, C. M., Álvarez, C., Ertas, A., Curtis, O., Williams, A. R., Murphy, G., Salleng, K. J., Gografe, S., et al. (2025) · Aging Cell · doi:10.1111/acel.70242 · Cited by 8 · see citing works
Self-citationOne Day Away from Mum has Lifelong Consequences on Brain and Behaviour
de Sá, N. F., Camarini, R., & Suchecki, D. (2023) · Neuroscience · doi:10.1016/j.neuroscience.2023.06.013 · Cited by 7 · see citing works
Animal welfare assessment after severe traumatic brain injury in rats
Allioux, C., Achaintre, L., Cheataini, F., Balança, B., & Marinesco, S. (2022) · Laboratory Animals · doi:10.1177/00236772221107269 · Cited by 6 · see citing works
Identifying trends in reporting on the ethical treatment of insects in research
Perl, C. D., Kissinger, C., Godfrey, R. K., Castillo, E. M., Fischer, B., & Barrett, M. (2025) · PLoS ONE · doi:10.1371/journal.pone.0328931 · Cited by 5 · see citing works
Bombail, V., Brown, S. M., Beyts, C., Martin, J. E., Li, T., Meddle, S. L., Mendl, M., Robinson, E. S., Hammond, T. J., Nielsen, B. L., et al. (2025) · F1000Research · doi:10.12688/f1000research.166417.2 · Cited by 4 · see citing works
Favoretto, C. A., Bertagna, N. B., Anjos-Santos, A., Loss, C. M., Rodolpho, B. T., Righi, T., Bezerra, F. R., Bianchi, P., & Cruz, F. C. (2024) · Neuroscience · doi:10.1016/j.neuroscience.2024.11.037 · Cited by 5 · see citing works
Self-citationBertagna, N. B., Favoretto, C. A., Rodolpho, B. T., Righi, T., Loss, C. M., Morais, I. B. M., Vrechi, T. A. D. M., Erustes, A. G., Pereira, G. J. S., Miguel, T. T., et al. (2025) · Alcohol · doi:10.1016/j.alcohol.2025.11.004 · Cited by 3 · see citing works
Self-citationKeller, C., Rading, S., Bîndilă, L., & Karsak, M. (2022) · Cells · doi:10.3390/cells11091517 · Cited by 3 · see citing works
Klingner, C. M., Denker, M., Grün, S., Hanke, M., Oeltze‐Jafra, S., Ohl, F. W., Radny, J., Rotter, S., Scherberger, H., Stein, A., et al. (2022) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2022.04.07.487439 · Cited by 3 · see citing works
Mösch, L., Kunczik, J., Breuer, L., Merhof, D., Gass, P., Potschka, H., Zechner, D., Vollmar, B., Tolba, R. H., Häager, C., et al. (2023) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2023.05.12.540546 · Cited by 3 · see citing works
Identifying trends in reporting on the ethical treatment of insects in researchPreprint
Perl, C. D., Kissinger, C., Godfrey, R. K., Castillo, E., Fischer, B., & Barrett, M. (2024) · doi:10.31219/osf.io/hs4gr · Cited by 3 · see citing works
Bombail, V., Brown, S. M., Martin, J., Meddle, S., Mendl, M., Robinson, E. S. J., Hammond, T. J., Nielsen, B. L., LaFollette, M. R., Viñuela-Fernández, I., et al. (2022) · F1000Research · doi:10.12688/f1000research.125649.1 · Cited by 2 · see citing works
Schmidt, R., Welzel, B., & Löscher, W. (2024) · Epilepsy & Behavior · doi:10.1016/j.yebeh.2024.110214 · Cited by 2 · see citing works
Noncontact Video-Based Vital Signs Continuous Monitor for Unconstrained Conscious Rodents
He, Y., Gao, T., Lv, Y., & Zhang, J. (2025) · IEEE Sensors Journal · doi:10.1109/jsen.2025.3557020 · Cited by 2 · see citing works
Editorial: Improving reproducibility in behavioral neuroscience
Loss, C. M., Domingues, K., Sousa, N., & Viola, G. G. (2023) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2023.1328525 · Cited by 2 · see citing works
Self-citationMapping the evolution of the forced swim test across interpretation, welfare and pharmacology
Brandwein, C., Leenaars, C. H. C., Iorgu, A.-M., Becker, L., Pfeiffer, N., Vasilescu, A.-N., Cilurzo, C., Bleich, A., Talbot, S. R., Gass, P., et al. (2026) · Pharmacological Research · doi:10.1016/j.phrs.2026.108146 · Cited by 1 · see citing works
de Sá, N. F., Assad, N., Camarini, R., & Suchecki, D. (2026) · Neurobiology of Stress · doi:10.1016/j.ynstr.2026.100800 · Cited by 1 · see citing works
The emerging field of wild animal welfare science
Elliott, V. L., Beausoleil, N. J., Browning, H., Díez‐León, M., Goddard, P., Graham, M., Ramp, D., Sebo, J., Soryl, A., & Zemanova, M. A. (2026) · Trends in Ecology & Evolution · doi:10.1016/j.tree.2026.06.003 · Cited by 1 · see citing works
Stokes, J. E., Fischer, B., & Barrett, M. (2026) · Ecological Entomology · doi:10.1111/een.70117 · Cited by 1 · see citing works
Stokes, J. E., Fischer, B., & Barrett, M. (2025) · bioRxiv · doi:10.1101/2025.10.21.683772 · Cited by 1 · see citing works
Ferreira, J., Silva, J., Barros, S., Caetano, I., Fernandes, P. A., Olsson, I. A. S., & Valentim, A. M. (2023) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2023.05.05.539645
Positive effect of a diggable substrate on the behaviour of a captive naked mole rat colony
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Self-citationEstimating the Accuracy of Intraperitoneal Drug Administration in Adult Zebrafish
Apukhtin, K. V., Kotova, M. M., Galstyan, D. S., Stewart, A., de Abreu, M. S., & Kalueff, A. V. (2025) · Journal of the American Association for Laboratory Animal Science · doi:10.30802/aalas-jaalas-24-070
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Rearing in a Shelved Environment Chronically Modifies Offspring Behaviour and Physiology
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Small Animal Models in Translational Spine Surgery Research
Bonamer, J. P., Bilodeau, R. E., Weinberg, J., Edwards, T., Ramanathan, R., Gonzalez, C., Spitnale, M. J., Lee, J. Y., & Wawrose, R. A. (2025) · Seminars in Spine Surgery · doi:10.1016/j.semss.2025.101235
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A Need for Societal Involvement in Promoting a Culture of Care in Animal Research
Azilagbetor, D. M., Shaw, D., Geneviève, L. D., Milford, A., Gaab, J., & Elger, B. S. (2026) · Journal of Bioethical Inquiry · doi:10.1007/s11673-026-10551-x
Strategies for improving the quality and accessibility of captive animal ethograms
Lewis, K., Stupples, K., & Witham, C. (2026) · Frontiers in Ethology · doi:10.3389/fetho.2026.1869694
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Anésio, A., Costa, G. V. L., Palombo, P., Zaniboni, C. R., Yokoyama, T. S., Vialou, V., Loss, C. M., & Cruz, F. C. (2026) · Neuroscience · doi:10.1016/j.neuroscience.2026.08.047
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- Authors
- Loss, C. M., Melleu, F. F., Domingues, K., Lino-de-Oliveira, C., & Viola, G. G.
- Affiliations
- Conselho Nacional de Desenvolvimento Científico e Tecnológico (BR)
- Universidade de São Paulo (BR)
- Universidade do Porto (PT)
- Corresponding author
- Loss, Cássio Morais
- Venue
- Frontiers in Behavioral Neuroscience
- Publisher
- Frontiers Media SA
- Published
- 2021-11-30
- Volume
- 15
- Pages
- 763428-763428
- ISSN
- 1662-5153 (ISSN-L)
- PMC
- PMC8671008
- OpenAlex
- W3215397237
- Cited by
- 44
- References
- 121
- Citations by year
- 2026: 10 · 2025: 14 · 2024: 9 · 2023: 6 · 2022: 5
- FWCI
- 0.99
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Frontiers in Behavioral Neuroscience (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT) (submittedVersion, cc-by)
- Funders
- Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (465458/2014-9 - INCT Translacional em Medicina)
- Fundação de Amparo à Pesquisa do Estado de São Paulo (#2018/25857-5)
- Fundação para a Ciência e a Tecnologia (BIPD/FCT Proj2020/i3S/26040705/2021)
- Alexander von Humboldt-Stiftung (Equipment grants 2019)
- Topics
- Health Sciences › Veterinary › Small Animals › Animal testing and alternatives
- Health Sciences › Veterinary › Small Animals › Animal Behavior and Welfare Studies
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory and Neural Mechanisms
- Keywords
- animal welfare, reproducibility, psychobiology, experimental rigor, animal models, translational medicine
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.
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