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Uncertainty minimization and pattern recognition in Volvox carteri and V. aureus.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Τίτλος: Uncertainty minimization and pattern recognition in Volvox carteri and V. aureus.
Συγγραφείς: Kuchling F; Allen Discovery Center, Tufts University, Medford, MA, USA., Singh I; Allen Discovery Center, Tufts University, Medford, MA, USA., Daga M; Allen Discovery Center, Tufts University, Medford, MA, USA., Zec S; Allen Discovery Center, Tufts University, Medford, MA, USA., Kunen A; Allen Discovery Center, Tufts University, Medford, MA, USA., Levin M; Allen Discovery Center, Tufts University, Medford, MA, USA.
Πηγή: Journal of the Royal Society, Interface [J R Soc Interface] 2025 Feb; Vol. 22 (223), pp. 20240645. Date of Electronic Publication: 2025 Feb 26.
Τύπος έκδοσης: Journal Article; Research Support, Non-U.S. Gov't
Γλώσσα: English
Στοιχεία περιοδικού: Publisher: Royal Society Country of Publication: England NLM ID: 101217269 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1742-5662 (Electronic) Linking ISSN: 17425662 NLM ISO Abbreviation: J R Soc Interface Subsets: MEDLINE
Imprint Name(s): Original Publication: London : Royal Society, [2004]-
Ιατρικοί όροι (MeSH): Volvox*/physiology , Pattern Recognition, Physiological*/physiology , Models, Biological*, Uncertainty
Περίληψη: The field of diverse intelligence explores the capacity of systems without complex brains to dynamically engage with changing environments, seeking fundamental principles of cognition and their evolutionary origins. However, there are many knowledge gaps around a general behavioural directive connecting aneural to neural organisms. This study tests predictions of the computational framework of active inference based on the free energy principle in neuroscience, applied to aneural biological processes. We demonstrate pattern recognition in the green algae Volvox using phototactic experiments with varied light pulse patterns, measuring their phototactic bias as a readout for their preferential ability to detect and adapt to one pattern over another. Results show Volvox adapt more readily to regular patterns than irregular ones and even exhibit memory properties, exhibiting a crucial component of basal intelligence. Pharmacological and electric shock-based interventions and photoadaptation simulations reveal how randomized stimuli interfere with normal photoadaptation through a structured dynamic interplay of colony rotation and calcium-mediated photoreceptor-to-flagellar information transfer, consistent with uncertainty minimization. The detection of functional uncertainty minimization in an aneural organism expands concepts like uncertainty minimization beyond neurons and provides insights and novel intervention tools applicable to other living systems, similar to early learning validations in simpler neural organisms.
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J Exp Biol. 2022 Jul 1;225(13):. (PMID: 35708202)
Sci Rep. 2022 Aug 26;12(1):14566. (PMID: 36028546)
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Front Microbiol. 2020 Jan 14;11:2. (PMID: 32010119)
Adv Mater. 2021 Aug;33(34):e2008161. (PMID: 34263487)
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iScience. 2021 Feb 01;24(3):102131. (PMID: 33748699)
J Neurosci. 1998 Jun 15;18(12):4785-99. (PMID: 9614252)
J R Soc Interface. 2013 Jul 03;10(86):20130475. (PMID: 23825119)
Wiley Interdiscip Rev Cogn Sci. 2010 Nov;1(6):811-823. (PMID: 26271779)
Front Psychol. 2016 Jun 21;7:902. (PMID: 27445884)
Sci Rep. 2020 Aug 18;10(1):13974. (PMID: 32811844)
J Neurophysiol. 2007 May;97(5):3155-64. (PMID: 17344377)
Entropy (Basel). 2012 Nov;14(11):2100-2121. (PMID: 23204829)
J R Soc Interface. 2018 Jan;15(138):. (PMID: 29343629)
Sci Rep. 2023 Mar 31;13(1):5268. (PMID: 37002250)
Physiology (Bethesda). 2020 Jan 1;35(1):16-30. (PMID: 31799909)
Photochem Photobiol. 1990 Sep;52(3):575-83. (PMID: 2284349)
Int J Mol Sci. 2022 Dec 23;24(1):. (PMID: 36613729)
J Physiol. 1989 May;412:65-91. (PMID: 2481035)
J R Soc Interface. 2025 Feb;22(223):20240645. (PMID: 39999882)
Entropy (Basel). 2022 Apr 26;24(5):. (PMID: 35626486)
Phys Rev E. 2023 Jan;107(1-1):014404. (PMID: 36797913)
Entropy (Basel). 2022 Apr 29;24(5):. (PMID: 35626513)
Philos Trans R Soc Lond B Biol Sci. 2021 Mar 15;376(1820):20190752. (PMID: 33487109)
Cell. 2013 Dec 5;155(6):1422-34. (PMID: 24315106)
J Exp Bot. 2022 Jun 2;73(11):3372-3385. (PMID: 35298633)
J Neurosci. 2006 Jan 18;26(3):801-9. (PMID: 16421300)
J Cell Biol. 2017 Jan 2;216(1):25-28. (PMID: 28003330)
Science. 2008 Jun 6;320(5881):1313-7. (PMID: 18467556)
Integr Biol (Camb). 2015 Dec;7(12):1487-517. (PMID: 26571046)
Front Syst Neurosci. 2016 Jun 07;10:49. (PMID: 27375438)
J Neurosci. 2003 Mar 15;23(6):2394-406. (PMID: 12657699)
J R Soc Interface. 2015 Apr 6;12(105):. (PMID: 25788538)
PLoS One. 2008 Feb 27;3(2):e1700. (PMID: 18324309)
J R Soc Interface. 2011 Oct 7;8(63):1409-17. (PMID: 21367778)
J Physiol. 1989 May;412:181-95. (PMID: 2557425)
Front Comput Neurosci. 2010 Jul 01;4:. (PMID: 20725599)
Mol Ecol. 2016 Mar;25(6):1213-23. (PMID: 26822195)
Curr Biol. 2020 Oct 5;30(19):R1146-R1150. (PMID: 33022258)
Mol Cell. 2017 Sep 7;67(5):757-769.e5. (PMID: 28826673)
Front Microbiol. 2015 Apr 14;6:264. (PMID: 25926819)
J Neurophysiol. 1990 Apr;63(4):651-62. (PMID: 2341866)
Science. 2015 Dec 11;350(6266):1379-83. (PMID: 26586187)
Int Rev Cytol. 2007;257:43-82. (PMID: 17280895)
Phys Life Rev. 2020 Jul;33:88-108. (PMID: 31320316)
Acta Biotheor. 2010 Sep;58(2-3):191-216. (PMID: 20658175)
Oecologia. 2014 Aug;175(4):1257-66. (PMID: 24985883)
Phys Rev E. 2020 Feb;101(2-1):022416. (PMID: 32168596)
Ultrason Sonochem. 2021 May;73:105486. (PMID: 33639530)
Learn Mem. 2016 Jun 17;23(7):322-38. (PMID: 27317193)
Philos Trans R Soc Lond B Biol Sci. 2021 Mar 29;376(1821):20190760. (PMID: 33550947)
Pain Manag Nurs. 2014 Dec;15(4):864-70. (PMID: 24559599)
Trends Mol Med. 2023 Sep;29(9):687-710. (PMID: 37481382)
Grant Information: John Templeton Foundation
Contributed Indexing: Keywords: Volvox; algae; diverse intelligence; minimal cognition; surprise
Entry Date(s): Date Created: 20250225 Date Completed: 20250509 Latest Revision: 20260823
Update Code: 20260824
PubMed Central ID: PMC11858792
DOI: 10.1098/rsif.2024.0645
PMID: 39999882
Βάση Δεδομένων: MEDLINE
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  Data: The field of diverse intelligence explores the capacity of systems without complex brains to dynamically engage with changing environments, seeking fundamental principles of cognition and their evolutionary origins. However, there are many knowledge gaps around a general behavioural directive connecting aneural to neural organisms. This study tests predictions of the computational framework of active inference based on the free energy principle in neuroscience, applied to aneural biological processes. We demonstrate pattern recognition in the green algae Volvox using phototactic experiments with varied light pulse patterns, measuring their phototactic bias as a readout for their preferential ability to detect and adapt to one pattern over another. Results show Volvox adapt more readily to regular patterns than irregular ones and even exhibit memory properties, exhibiting a crucial component of basal intelligence. Pharmacological and electric shock-based interventions and photoadaptation simulations reveal how randomized stimuli interfere with normal photoadaptation through a structured dynamic interplay of colony rotation and calcium-mediated photoreceptor-to-flagellar information transfer, consistent with uncertainty minimization. The detection of functional uncertainty minimization in an aneural organism expands concepts like uncertainty minimization beyond neurons and provides insights and novel intervention tools applicable to other living systems, similar to early learning validations in simpler neural organisms.
– Name: Ref
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(PMID: <searchLink fieldCode="PM" term="%2232010119%22">32010119)</searchLink><br />Adv Mater. 2021 Aug;33(34):e2008161. (PMID: <searchLink fieldCode="PM" term="%2234263487%22">34263487)</searchLink><br />Philos Trans R Soc Lond B Biol Sci. 2022 Feb 14;377(1844):20200531. (PMID: <searchLink fieldCode="PM" term="%2234957844%22">34957844)</searchLink><br />iScience. 2021 Feb 01;24(3):102131. (PMID: <searchLink fieldCode="PM" term="%2233748699%22">33748699)</searchLink><br />J Neurosci. 1998 Jun 15;18(12):4785-99. (PMID: <searchLink fieldCode="PM" term="%229614252%22">9614252)</searchLink><br />J R Soc Interface. 2013 Jul 03;10(86):20130475. (PMID: <searchLink fieldCode="PM" term="%2223825119%22">23825119)</searchLink><br />Wiley Interdiscip Rev Cogn Sci. 2010 Nov;1(6):811-823. (PMID: <searchLink fieldCode="PM" term="%2226271779%22">26271779)</searchLink><br />Front Psychol. 2016 Jun 21;7:902. (PMID: <searchLink fieldCode="PM" term="%2227445884%22">27445884)</searchLink><br />Sci Rep. 2020 Aug 18;10(1):13974. (PMID: <searchLink fieldCode="PM" term="%2232811844%22">32811844)</searchLink><br />J Neurophysiol. 2007 May;97(5):3155-64. (PMID: <searchLink fieldCode="PM" term="%2217344377%22">17344377)</searchLink><br />Entropy (Basel). 2012 Nov;14(11):2100-2121. (PMID: <searchLink fieldCode="PM" term="%2223204829%22">23204829)</searchLink><br />J R Soc Interface. 2018 Jan;15(138):. (PMID: <searchLink fieldCode="PM" term="%2229343629%22">29343629)</searchLink><br />Sci Rep. 2023 Mar 31;13(1):5268. (PMID: <searchLink fieldCode="PM" term="%2237002250%22">37002250)</searchLink><br />Physiology (Bethesda). 2020 Jan 1;35(1):16-30. (PMID: <searchLink fieldCode="PM" term="%2231799909%22">31799909)</searchLink><br />Photochem Photobiol. 1990 Sep;52(3):575-83. (PMID: <searchLink fieldCode="PM" term="%222284349%22">2284349)</searchLink><br />Int J Mol Sci. 2022 Dec 23;24(1):. (PMID: <searchLink fieldCode="PM" term="%2236613729%22">36613729)</searchLink><br />J Physiol. 1989 May;412:65-91. (PMID: <searchLink fieldCode="PM" term="%222481035%22">2481035)</searchLink><br />J R Soc Interface. 2025 Feb;22(223):20240645. (PMID: <searchLink fieldCode="PM" term="%2239999882%22">39999882)</searchLink><br />Entropy (Basel). 2022 Apr 26;24(5):. (PMID: <searchLink fieldCode="PM" term="%2235626486%22">35626486)</searchLink><br />Phys Rev E. 2023 Jan;107(1-1):014404. (PMID: <searchLink fieldCode="PM" term="%2236797913%22">36797913)</searchLink><br />Entropy (Basel). 2022 Apr 29;24(5):. (PMID: <searchLink fieldCode="PM" term="%2235626513%22">35626513)</searchLink><br />Philos Trans R Soc Lond B Biol Sci. 2021 Mar 15;376(1820):20190752. (PMID: <searchLink fieldCode="PM" term="%2233487109%22">33487109)</searchLink><br />Cell. 2013 Dec 5;155(6):1422-34. (PMID: <searchLink fieldCode="PM" term="%2224315106%22">24315106)</searchLink><br />J Exp Bot. 2022 Jun 2;73(11):3372-3385. (PMID: <searchLink fieldCode="PM" term="%2235298633%22">35298633)</searchLink><br />J Neurosci. 2006 Jan 18;26(3):801-9. (PMID: <searchLink fieldCode="PM" term="%2216421300%22">16421300)</searchLink><br />J Cell Biol. 2017 Jan 2;216(1):25-28. (PMID: <searchLink fieldCode="PM" term="%2228003330%22">28003330)</searchLink><br />Science. 2008 Jun 6;320(5881):1313-7. (PMID: <searchLink fieldCode="PM" term="%2218467556%22">18467556)</searchLink><br />Integr Biol (Camb). 2015 Dec;7(12):1487-517. (PMID: <searchLink fieldCode="PM" term="%2226571046%22">26571046)</searchLink><br />Front Syst Neurosci. 2016 Jun 07;10:49. (PMID: <searchLink fieldCode="PM" term="%2227375438%22">27375438)</searchLink><br />J Neurosci. 2003 Mar 15;23(6):2394-406. (PMID: <searchLink fieldCode="PM" term="%2212657699%22">12657699)</searchLink><br />J R Soc Interface. 2015 Apr 6;12(105):. (PMID: <searchLink fieldCode="PM" term="%2225788538%22">25788538)</searchLink><br />PLoS One. 2008 Feb 27;3(2):e1700. (PMID: <searchLink fieldCode="PM" term="%2218324309%22">18324309)</searchLink><br />J R Soc Interface. 2011 Oct 7;8(63):1409-17. (PMID: <searchLink fieldCode="PM" term="%2221367778%22">21367778)</searchLink><br />J Physiol. 1989 May;412:181-95. (PMID: <searchLink fieldCode="PM" term="%222557425%22">2557425)</searchLink><br />Front Comput Neurosci. 2010 Jul 01;4:. (PMID: <searchLink fieldCode="PM" term="%2220725599%22">20725599)</searchLink><br />Mol Ecol. 2016 Mar;25(6):1213-23. (PMID: <searchLink fieldCode="PM" term="%2226822195%22">26822195)</searchLink><br />Curr Biol. 2020 Oct 5;30(19):R1146-R1150. (PMID: <searchLink fieldCode="PM" term="%2233022258%22">33022258)</searchLink><br />Mol Cell. 2017 Sep 7;67(5):757-769.e5. (PMID: <searchLink fieldCode="PM" term="%2228826673%22">28826673)</searchLink><br />Front Microbiol. 2015 Apr 14;6:264. (PMID: <searchLink fieldCode="PM" term="%2225926819%22">25926819)</searchLink><br />J Neurophysiol. 1990 Apr;63(4):651-62. (PMID: <searchLink fieldCode="PM" term="%222341866%22">2341866)</searchLink><br />Science. 2015 Dec 11;350(6266):1379-83. (PMID: <searchLink fieldCode="PM" term="%2226586187%22">26586187)</searchLink><br />Int Rev Cytol. 2007;257:43-82. (PMID: <searchLink fieldCode="PM" term="%2217280895%22">17280895)</searchLink><br />Phys Life Rev. 2020 Jul;33:88-108. (PMID: <searchLink fieldCode="PM" term="%2231320316%22">31320316)</searchLink><br />Acta Biotheor. 2010 Sep;58(2-3):191-216. (PMID: <searchLink fieldCode="PM" term="%2220658175%22">20658175)</searchLink><br />Oecologia. 2014 Aug;175(4):1257-66. (PMID: <searchLink fieldCode="PM" term="%2224985883%22">24985883)</searchLink><br />Phys Rev E. 2020 Feb;101(2-1):022416. (PMID: <searchLink fieldCode="PM" term="%2232168596%22">32168596)</searchLink><br />Ultrason Sonochem. 2021 May;73:105486. (PMID: <searchLink fieldCode="PM" term="%2233639530%22">33639530)</searchLink><br />Learn Mem. 2016 Jun 17;23(7):322-38. (PMID: <searchLink fieldCode="PM" term="%2227317193%22">27317193)</searchLink><br />Philos Trans R Soc Lond B Biol Sci. 2021 Mar 29;376(1821):20190760. (PMID: <searchLink fieldCode="PM" term="%2233550947%22">33550947)</searchLink><br />Pain Manag Nurs. 2014 Dec;15(4):864-70. (PMID: <searchLink fieldCode="PM" term="%2224559599%22">24559599)</searchLink><br />Trends Mol Med. 2023 Sep;29(9):687-710. (PMID: <searchLink fieldCode="PM" term="%2237481382%22">37481382)</searchLink>
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  Data: <i>Keywords: </i>Volvox; algae; diverse intelligence; minimal cognition; surprise
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