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{{microbial and microbot movement|biohybrid}}
{{microbial and microbot movement|biohybrid}}

Biohybrid microswimmers can be defined as microswimmers that consist of both biological and artificial constituents, for instance, one or several living microorganisms attached to one or various synthetic parts.


One of the most fundamental questions in science is what defines life. Collective motion is one of the hallmarks of life. This is commonly observed in nature at various dimensional levels as energized entities gather, in a concerted effort, into motile aggregated patterns. These motile aggregated events can be noticed, among many others, as dynamic swarms; e.g., unicellular organisms such as bacteria, locust swarms, or the flocking behaviour of birds.
One of the most fundamental questions in science is what defines life. Collective motion is one of the hallmarks of life. This is commonly observed in nature at various dimensional levels as energized entities gather, in a concerted effort, into motile aggregated patterns. These motile aggregated events can be noticed, among many others, as dynamic swarms; e.g., unicellular organisms such as bacteria, locust swarms, or the flocking behaviour of birds.


==Bacterial biohybrids==
==Hydrid swarming coccoliths==
{{see also|Protist locomotion#Biohybrid microswimmers}}
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| footer = {{center|'''Bacteria-driven biohybrid microswimmers with a spherical body'''{{hsp}}<ref name=Zhuang2017>{{cite journal |doi = 10.1002/advs.201700109|title = Propulsion and Chemotaxis in Bacteria-Driven Microswimmers|year = 2017|last1 = Zhuang|first1 = Jiang|last2 = Park|first2 = Byung-Wook|last3 = Sitti|first3 = Metin|journal = Advanced Science|volume = 4|issue = 9|pmid = 28932674|pmc = 5604384}} [[File:CC-BY icon.svg|50px]] Material was copied from this source, which is available under a [https://creativecommons.org/licenses/by/4.0/ Creative Commons Attribution 4.0 International License].</ref>}} (a) SEM images showing 2 µm diameter polystyrene microbeads, each attached by a few ''E. coli'' bacteria<br />
(b) An illustration of the forces and torques exerted on the spherical microbead by its attached bacteria, where the force and the motor reaction torque of each bacterium are state dependent.
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Biohybrid microswimmers can be defined as microswimmers that consist of both biological and artificial constituents, for instance, one or several living microorganisms attached to one or various synthetic parts.<ref name=Schwarz2017>{{cite journal |doi = 10.1063/1.4993441|title = Hybrid Bio ''Micromotors''|year = 2017|last1 = Schwarz|first1 = Lukas|last2 = Medina-Sánchez|first2 = Mariana|last3 = Schmidt|first3 = Oliver G.|journal = Applied Physics Reviews|volume = 4|issue = 3|page = 031301|bibcode = 2017ApPRv...4c1301S|doi-access = free}}</ref><ref name=BastosArrieta2018>{{cite journal |doi = 10.3389/frobt.2018.00097|title = Bacterial Biohybrid Microswimmers|year = 2018|last1 = Bastos-Arrieta|first1 = Julio|last2 = Revilla-Guarinos|first2 = Ainhoa|last3 = Uspal|first3 = William E.|last4 = Simmchen|first4 = Juliane|journal = Frontiers in Robotics and AI|volume = 5|page = 97|pmid = 33500976|pmc = 7805739|doi-access = free}} [[File:CC-BY icon.svg|50px]] Material was copied from this source, which is available under a [https://creativecommons.org/licenses/by/4.0/ Creative Commons Attribution 4.0 International License].</ref> The pioneers of this field, ahead of their time, were Montemagno and Bachand with a 1999 work regarding specific attachment strategies of biological molecules to nanofabricated substrates enabling the preparation of hybrid inorganic/organic [[nanoelectromechanical systems]], so called NEMS.<ref>{{cite journal |doi = 10.1088/0957-4484/10/3/301|title = Constructing nanomechanical devices powered by biomolecular motors|year = 1999|last1 = Montemagno|first1 = Carlo|last2 = Bachand|first2 = George|journal = Nanotechnology|volume = 10|issue = 3|pages = 225–231|bibcode = 1999Nanot..10..225M}}</ref> They described the production of large amounts of [[F-ATPase|F1-ATPase]] from the thermophilic bacteria ''[[AGCS family|Bacillus PS3]]'' for the preparation of F1-ATPase bio[[molecular motor]]s immobilized on a nanoarray pattern of gold, copper or nickel produced by [[electron beam lithography]]. These proteins were attached to one [[micron]] [[microsphere]]s tagged with a synthetic [[peptide]]. Consequently, they accomplished the preparation of a platform with chemically active sites and the development of biohybrid devices capable of converting energy of biomolecular motors into useful work.<ref name=BastosArrieta2018 />

Recent publications of biohybrid microswimmers include the use of sperm cells, contractive [[muscle cell]]s, and bacteria as biological components, as they can efficiently convert chemical energy into movement, and additionally are capable of performing complicated motion depending on environmental conditions. In this sense, biohybrid microswimmer systems can be described as the combination of different functional components: cargo and carrier. The cargo is an element of interest to be moved (and possibly released) in a customized way. The carrier is the component responsible for the movement of the biohybrid, transporting the desired cargo, which is linked to its surface. The great majority of these systems rely on biological motile propulsion for the transportation of synthetic cargo for targeted drug delivery/<ref name=Schwarz2017 /> There are also examples of the opposite case: artificial microswimmers with biological cargo systems.<ref>{{cite journal |doi = 10.1021/nn506200x|title = Turning Erythrocytes into Functional Micromotors|year = 2014|last1 = Wu|first1 = Zhiguang|last2 = Li|first2 = Tianlong|last3 = Li|first3 = Jinxing|last4 = Gao|first4 = Wei|last5 = Xu|first5 = Tailin|last6 = Christianson|first6 = Caleb|last7 = Gao|first7 = Weiwei|last8 = Galarnyk|first8 = Michael|last9 = He|first9 = Qiang|last10 = Zhang|first10 = Liangfang|last11 = Wang|first11 = Joseph|journal = ACS Nano|volume = 8|issue = 12|pages = 12041–12048|pmid = 25415461|pmc = 4386663}}</ref><ref>{{cite journal |doi = 10.1021/acs.chemrev.5b00047|title = Fabrication of Micro/Nanoscale Motors|year = 2015|last1 = Wang|first1 = Hong|last2 = Pumera|first2 = Martin|journal = Chemical Reviews|volume = 115|issue = 16|pages = 8704–8735|pmid = 26234432|doi-access = free}}</ref><ref name=BastosArrieta2018 />

Artificial micro and nanoswimmers are small scale devices that convert energy into movement.<ref>{{cite journal |doi = 10.1002/adma.200501767|title = Dream Nanomachines|year = 2005|last1 = Ozin|first1 = G. A.|last2 = Manners|first2 = I.|last3 = Fournier-Bidoz|first3 = S.|last4 = Arsenault|first4 = A.|journal = Advanced Materials|volume = 17|issue = 24|pages = 3011–3018}}</ref><ref name=Wang2015>{{cite journal |doi = 10.1021/acs.chemrev.5b00047|title = Fabrication of Micro/Nanoscale Motors|year = 2015|last1 = Wang|first1 = Hong|last2 = Pumera|first2 = Martin|journal = Chemical Reviews|volume = 115|issue = 16|pages = 8704–8735|pmid = 26234432|doi-access = free}}</ref> Since the first demonstration of their performance in 2002, the field has developed rapidly in terms of new preparation methodologies, propulsion strategies, motion control, and envisioned functionality.<ref>{{cite journal |doi = 10.1002/1521-3773(20020215)41:4<652::AID-ANIE652>3.0.CO;2-U|title = Autonomous Movement and Self-Assembly|year = 2002|last1 = Ismagilov|first1 = Rustem F.|last2 = Schwartz|first2 = Alexander|last3 = Bowden|first3 = Ned|last4 = Whitesides|first4 = George M.|journal = Angewandte Chemie International Edition|volume = 41|issue = 4|pages = 652–654|doi-access = free}}</ref><ref>{{cite journal |doi = 10.1021/acs.accounts.6b00386|title = Designing Micro- and Nanoswimmers for Specific Applications|year = 2017|last1 = Katuri|first1 = Jaideep|last2 = Ma|first2 = Xing|last3 = Stanton|first3 = Morgan M.|last4 = Sánchez|first4 = Samuel|journal = Accounts of Chemical Research|volume = 50|issue = 1|pages = 2–11|pmid = 27809479|pmc = 5244436}}</ref> The field holds promise for applications such as drug delivery, environmental remediation and sensing. The initial focus of the field was largely on artificial systems, but an increasing number of "biohybrids" are appearing in the literature. Combining artificial and biological components is a promising strategy to obtain new, well-controlled microswimmer functionalities, since essential functions of living organisms are intrinsically related to the capability to move.<ref>{{cite journal |doi = 10.1126/science.288.5463.88|title = The Way Things Move: Looking Under the Hood of Molecular Motor Proteins|year = 2000|last1 = Vale|first1 = R. D.|last2 = Milligan|first2 = R. A.|journal = Science|volume = 288|issue = 5463|pages = 88–95|pmid = 10753125|bibcode = 2000Sci...288...88V}}</ref> Living beings of all scales move in response to environmental stimuli (e.g., temperature or pH), to look for food sources, to reproduce, or to escape from predators. One of the more well-known living microsystems are swimming bacteria, but directed motion occurs even at the molecular scale, where enzymes and proteins undergo conformational changes in order to carry out biological tasks.<ref>{{cite journal |doi = 10.1016/j.ejpb.2004.10.007|title = Nature's design of nanomotors|year = 2005|last1 = Vogel|first1 = Pia D.|journal = European Journal of Pharmaceutics and Biopharmaceutics|volume = 60|issue = 2|pages = 267–277|pmid = 15939237}}</ref><ref name=BastosArrieta2018 />

Swimming bacterial cells have been used in the development of hybrid microswimmers.<ref name=DiLeonardo2010>{{cite journal |doi = 10.1073/pnas.0910426107|title = Bacterial ratchet motors|year = 2010|last1 = Di Leonardo|first1 = R.|last2 = Angelani|first2 = L.|last3 = Dell'Arciprete|first3 = D.|last4 = Ruocco|first4 = G.|last5 = Iebba|first5 = V.|last6 = Schippa|first6 = S.|last7 = Conte|first7 = M. P.|last8 = Mecarini|first8 = F.|last9 = De Angelis|first9 = F.|last10 = Di Fabrizio|first10 = E.|journal = Proceedings of the National Academy of Sciences|volume = 107|issue = 21|pages = 9541–9545|pmid = 20457936|pmc = 2906854|arxiv = 0910.2899|bibcode = 2010PNAS..107.9541D|doi-access = free}}</ref><ref name=Zhang2013>{{cite journal |doi = 10.1088/0957-4484/24/18/185103|title = Propulsion of liposomes using bacterial motors|year = 2013|last1 = Zhang|first1 = Zhenhai|last2 = Li|first2 = Zhifei|last3 = Yu|first3 = Wei|last4 = Li|first4 = Kejie|last5 = Xie|first5 = Zhihong|last6 = Shi|first6 = Zhiguo|journal = Nanotechnology|volume = 24|issue = 18|page = 185103|pmid = 23579252|bibcode = 2013Nanot..24r5103Z}}</ref><ref name=Stanton2016>{{cite journal |doi = 10.1002/admi.201500505|title = Biohybrid Janus Motors Driven by ''Escherichia'' coli|year = 2016|last1 = Stanton|first1 = Morgan M.|last2 = Simmchen|first2 = Juliane|last3 = Ma|first3 = Xing|last4 = Miguel-López|first4 = Albert|last5 = Sánchez|first5 = Samuel|journal = Advanced Materials Interfaces|volume = 3|issue = 2}}</ref><ref name=Suh2016>{{cite journal |doi = 10.1039/C6LC00059B|title = Bacterial chemotaxis-enabled autonomous sorting of nanoparticles of comparable sizes|year = 2016|last1 = Suh|first1 = Seungbeum|last2 = Traore|first2 = Mahama A.|last3 = Behkam|first3 = Bahareh|journal = Lab on a Chip|volume = 16|issue = 7|pages = 1254–1260|pmid = 26940033|hdl = 10919/77561|hdl-access = free}}</ref> Cargo attachment to the bacterial cells might influence their swimming behavior.<ref name=BastosArrieta2018 /> Bacterial cells in the swarming state have also been used in the development of hybrid microswimmers. Swarming ''[[Serratia marcescens]]'' cells were transferred to PDMS-coated coverslips, resulting in a structure referred to as a "bacterial carpet" by the authors. Differently shaped flat fragments of this bacterial carpets, termed "auto-mobile chips", moved above the surface of the microscope slide in two dimensions.<ref name=Darnton2004>{{cite journal |doi = 10.1016/S0006-3495(04)74253-8|title = Moving Fluid with Bacterial Carpets|year = 2004|last1 = Darnton|first1 = Nicholas|last2 = Turner|first2 = Linda|last3 = Breuer|first3 = Kenneth|last4 = Berg|first4 = Howard C.|journal = Biophysical Journal|volume = 86|issue = 3|pages = 1863–1870|pmid = 14990512|pmc = 1304020|bibcode = 2004BpJ....86.1863D}}</ref> Many other works have used ''[[Serratia marcescens]]'' swarming cells,<ref>{{cite book |doi = 10.1109/IEMBS.2006.259841|chapter = Towards Hybrid Swimming Microrobots: Bacteria Assisted Propulsion of Polystyrene Beads|title = 2006 International Conference of the IEEE Engineering in Medicine and Biology Society|year = 2006|last1 = Behkam|first1 = Bahareh|last2 = Sitti|first2 = Metin|volume = 2006|pages = 2421–2424|pmid = 17946113|isbn = 1-4244-0032-5|s2cid = 6409992}}</ref><ref>{{cite journal |doi = 10.1063/1.2752721|title = Control of microfabricated structures powered by flagellated bacteria using phototaxis|year = 2007|last1 = Steager|first1 = Edward|last2 = Kim|first2 = Chang-Beom|last3 = Patel|first3 = Jigarkumar|last4 = Bith|first4 = Socheth|last5 = Naik|first5 = Chandan|last6 = Reber|first6 = Lindsay|last7 = Kim|first7 = Min Jun|journal = Applied Physics Letters|volume = 90|issue = 26|page = 263901|bibcode = 2007ApPhL..90z3901S}}</ref><ref>{{cite journal |doi = 10.1177/0278364910394227|title = Modeling, control and experimental characterization of microbiorobots|year = 2011|last1 = Mahmut Selman Sakar|last2 = Steager|first2 = Edward B.|last3 = Dal Hyung Kim|last4 = Agung Julius|first4 = A.|last5 = Kim|first5 = Minjun|last6 = Kumar|first6 = Vijay|last7 = Pappas|first7 = George J.|journal = The International Journal of Robotics Research|volume = 30|issue = 6|pages = 647–658|s2cid = 36806}}</ref><ref>{{cite journal |doi = 10.1039/c000463d|title = Motility enhancement of bacteria actuated microstructures using selective bacteria adhesion|year = 2010|last1 = Park|first1 = Sung Jun|last2 = Bae|first2 = Hyeoni|last3 = Kim|first3 = Joonhwuy|last4 = Lim|first4 = Byungjik|last5 = Park|first5 = Jongoh|last6 = Park|first6 = Sukho|journal = Lab on a Chip|volume = 10|issue = 13|pages = 1706–1711|pmid = 20422075}}</ref><ref>{{cite journal |doi = 10.1103/PhysRevE.84.061908|title = Computational and experimental study of chemotaxis of an ensemble of bacteria attached to a microbead|year = 2011|last1 = Traoré|first1 = Mahama A.|last2 = Sahari|first2 = Ali|last3 = Behkam|first3 = Bahareh|journal = Physical Review E|volume = 84|issue = 6|page = 061908|pmid = 22304117|bibcode = 2011PhRvE..84f1908T|hdl = 10919/24901|hdl-access = free}}</ref><ref>{{cite journal |doi = 10.1109/TRO.2015.2504370|title = Electric Field Control of Bacteria-Powered Microrobots Using a Static Obstacle Avoidance Algorithm|year = 2016|last1 = Kim|first1 = Hoyeon|last2 = Kim|first2 = Min Jun|journal = IEEE Transactions on Robotics|volume = 32|pages = 125–137|s2cid = 15062290}}</ref> as well as ''E. coli'' swarming cells{{hsp}}<ref>{{cite journal |doi = 10.1002/adhm.201670097|title = Bacteria-Driven Particles: Patterned and Specific Attachment of Bacteria on Biohybrid Bacteria-Driven Microswimmers (Adv. Healthcare Mater. 18/2016)|year = 2016|last1 = Singh|first1 = Ajay Vikram|last2 = Sitti|first2 = Metin|journal = Advanced Healthcare Materials|volume = 5|issue = 18|page = 2306|doi-access = free}}</ref><ref name=Park2017>{{cite journal |doi = 10.1021/acsnano.7b03207|title = Multifunctional Bacteria-Driven Microswimmers for Targeted Active Drug Delivery|year = 2017|last1 = Park|first1 = Byung-Wook|last2 = Zhuang|first2 = Jiang|last3 = Yasa|first3 = Oncay|last4 = Sitti|first4 = Metin|journal = ACS Nano|volume = 11|issue = 9|pages = 8910–8923|pmid = 28873304}}</ref> for the development of hybrid microswimmers.<ref name=BastosArrieta2018 /> [[Magnetotactic bacteria]] have been the focus of different studies due to their versatile uses in biohybrid motion systems.<ref>Lu, Z., and Martel, S. (2006). "Preliminary investigation of bio-carriers using magnetotactic bacteria". In: ''Engineering in Medicine and Biology Society'', 2006. EMBS'06. 28th Annual International Conference of the IEEE (New York, NY: IEEE), 3415–3418.</ref><ref>{{cite journal |doi = 10.1021/cr078258w|title = Magnetotactic Bacteria and Magnetosomes|year = 2008|last1 = Faivre|first1 = Damien|last2 = Schüler|first2 = Dirk|journal = Chemical Reviews|volume = 108|issue = 11|pages = 4875–4898|pmid = 18855486}}</ref><ref>{{cite journal |doi = 10.1007/s10544-012-9696-x|title = Bacterial microsystems and microrobots|year = 2012|last1 = Martel|first1 = Sylvain|journal = Biomedical Microdevices|volume = 14|issue = 6|pages = 1033–1045|pmid = 22960952|s2cid = 2894776}}</ref><ref>{{cite journal |doi = 10.1021/nn5011304|title = Covalent Binding of Nanoliposomes to the Surface of Magnetotactic Bacteria for the Synthesis of Self-Propelled Therapeutic Agents|year = 2014|last1 = Taherkhani|first1 = Samira|last2 = Mohammadi|first2 = Mahmood|last3 = Daoud|first3 = Jamal|last4 = Martel|first4 = Sylvain|last5 = Tabrizian|first5 = Maryam|journal = ACS Nano|volume = 8|issue = 5|pages = 5049–5060|pmid = 24684397}}</ref><ref>{{cite journal |doi = 10.1016/j.bpj.2016.11.3052|title = Magneto-Aerotaxis: Bacterial Motility in Magnetic Fields|year = 2017|last1 = Klumpp|first1 = Stefan|last2 = Lefevre|first2 = Christopher|last3 = Landau|first3 = Livnat|last4 = Codutti|first4 = Agnese|last5 = Bennet|first5 = Mathieu|last6 = Faivre|first6 = Damien|journal = Biophysical Journal|volume = 112|issue = 3|pages = 567a|bibcode = 2017BpJ...112..567K|doi-access = free}}</ref><ref name=BastosArrieta2018 />

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==Swarming coccolith biohybrids==
[[File:Robocolith hybrids combining polydopamine and coccoliths.jpg|thumb|upright=2| {{center|'''Robocolith hybrids combining polydopamine and coccoliths'''{{hsp}}<ref name=Lomora2010 />}} EHUX coccolithophores are cultivated for isolation of coccoliths. When coccoliths (asymmetric morphology) are exposed to light, no collective motion is observed. Coccoliths are then mixed gently with dopamine solutions. Thus, polydopamine-coated coccoliths hybrids are obtained as a basis for design of Robocoliths. Light excitation and the asymmetry of Robocoliths generates a thermal flux of heat because of polydopamine’s photothermal properties. Coupling of convection from neighboring Robocoliths transforms their movement into an aggregated collective motion. Robocolith functionalization is also proposed to prevent and control nonspecific attachment of biomacromolecules and possible diminution of the aggregation.]]
[[File:Robocolith hybrids combining polydopamine and coccoliths.jpg|thumb|upright=2| {{center|'''Robocolith hybrids combining polydopamine and coccoliths'''{{hsp}}<ref name=Lomora2010 />}} EHUX coccolithophores are cultivated for isolation of coccoliths. When coccoliths (asymmetric morphology) are exposed to light, no collective motion is observed. Coccoliths are then mixed gently with dopamine solutions. Thus, polydopamine-coated coccoliths hybrids are obtained as a basis for design of Robocoliths. Light excitation and the asymmetry of Robocoliths generates a thermal flux of heat because of polydopamine’s photothermal properties. Coupling of convection from neighboring Robocoliths transforms their movement into an aggregated collective motion. Robocolith functionalization is also proposed to prevent and control nonspecific attachment of biomacromolecules and possible diminution of the aggregation.]]


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===References===
==See also==

==References==
{{reflist}}
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Revision as of 08:19, 6 September 2021

Biohybrid microswimmers can be defined as microswimmers that consist of both biological and artificial constituents, for instance, one or several living microorganisms attached to one or various synthetic parts.

One of the most fundamental questions in science is what defines life. Collective motion is one of the hallmarks of life. This is commonly observed in nature at various dimensional levels as energized entities gather, in a concerted effort, into motile aggregated patterns. These motile aggregated events can be noticed, among many others, as dynamic swarms; e.g., unicellular organisms such as bacteria, locust swarms, or the flocking behaviour of birds.

Bacterial biohybrids

Bacteria-driven biohybrid microswimmers with a spherical body[1]
(a) SEM images showing 2 µm diameter polystyrene microbeads, each attached by a few E. coli bacteria
(b) An illustration of the forces and torques exerted on the spherical microbead by its attached bacteria, where the force and the motor reaction torque of each bacterium are state dependent.

Biohybrid microswimmers can be defined as microswimmers that consist of both biological and artificial constituents, for instance, one or several living microorganisms attached to one or various synthetic parts.[2][3] The pioneers of this field, ahead of their time, were Montemagno and Bachand with a 1999 work regarding specific attachment strategies of biological molecules to nanofabricated substrates enabling the preparation of hybrid inorganic/organic nanoelectromechanical systems, so called NEMS.[4] They described the production of large amounts of F1-ATPase from the thermophilic bacteria Bacillus PS3 for the preparation of F1-ATPase biomolecular motors immobilized on a nanoarray pattern of gold, copper or nickel produced by electron beam lithography. These proteins were attached to one micron microspheres tagged with a synthetic peptide. Consequently, they accomplished the preparation of a platform with chemically active sites and the development of biohybrid devices capable of converting energy of biomolecular motors into useful work.[3]

Recent publications of biohybrid microswimmers include the use of sperm cells, contractive muscle cells, and bacteria as biological components, as they can efficiently convert chemical energy into movement, and additionally are capable of performing complicated motion depending on environmental conditions. In this sense, biohybrid microswimmer systems can be described as the combination of different functional components: cargo and carrier. The cargo is an element of interest to be moved (and possibly released) in a customized way. The carrier is the component responsible for the movement of the biohybrid, transporting the desired cargo, which is linked to its surface. The great majority of these systems rely on biological motile propulsion for the transportation of synthetic cargo for targeted drug delivery/[2] There are also examples of the opposite case: artificial microswimmers with biological cargo systems.[5][6][3]

Artificial micro and nanoswimmers are small scale devices that convert energy into movement.[7][8] Since the first demonstration of their performance in 2002, the field has developed rapidly in terms of new preparation methodologies, propulsion strategies, motion control, and envisioned functionality.[9][10] The field holds promise for applications such as drug delivery, environmental remediation and sensing. The initial focus of the field was largely on artificial systems, but an increasing number of "biohybrids" are appearing in the literature. Combining artificial and biological components is a promising strategy to obtain new, well-controlled microswimmer functionalities, since essential functions of living organisms are intrinsically related to the capability to move.[11] Living beings of all scales move in response to environmental stimuli (e.g., temperature or pH), to look for food sources, to reproduce, or to escape from predators. One of the more well-known living microsystems are swimming bacteria, but directed motion occurs even at the molecular scale, where enzymes and proteins undergo conformational changes in order to carry out biological tasks.[12][3]

Swimming bacterial cells have been used in the development of hybrid microswimmers.[13][14][15][16] Cargo attachment to the bacterial cells might influence their swimming behavior.[3] Bacterial cells in the swarming state have also been used in the development of hybrid microswimmers. Swarming Serratia marcescens cells were transferred to PDMS-coated coverslips, resulting in a structure referred to as a "bacterial carpet" by the authors. Differently shaped flat fragments of this bacterial carpets, termed "auto-mobile chips", moved above the surface of the microscope slide in two dimensions.[17] Many other works have used Serratia marcescens swarming cells,[18][19][20][21][22][23] as well as E. coli swarming cells [24][25] for the development of hybrid microswimmers.[3] Magnetotactic bacteria have been the focus of different studies due to their versatile uses in biohybrid motion systems.[26][27][28][29][30][3]

Swarming coccolith biohybrids

Robocolith hybrids combining polydopamine and coccoliths[31]
EHUX coccolithophores are cultivated for isolation of coccoliths. When coccoliths (asymmetric morphology) are exposed to light, no collective motion is observed. Coccoliths are then mixed gently with dopamine solutions. Thus, polydopamine-coated coccoliths hybrids are obtained as a basis for design of Robocoliths. Light excitation and the asymmetry of Robocoliths generates a thermal flux of heat because of polydopamine’s photothermal properties. Coupling of convection from neighboring Robocoliths transforms their movement into an aggregated collective motion. Robocolith functionalization is also proposed to prevent and control nonspecific attachment of biomacromolecules and possible diminution of the aggregation.
Asymmetric architecture of coccolith morphology[31]
(A) EHUX coccolithophores were cultivated successfully and visualized by SEM (scale bar, 4 μm).
(B) Following this, we broke and removed the cellular material from EHUX coccolithophores to isolate multiple (top; scale bar, 20 μm) and individual (bottom; scale bar, 1 μm) coccoliths, as visualized by SEM.
(C) AFM image of an individual coccolith. Micrograph size, 4 × 4 μm.
(D) AFM magnification the micrograph of an individual coccolith. Scale bar, 400 nm.
(E) Illustration of a coccolith, depicting its specific morphological parameters.
(F) Typical plotted values of the specific morphological parameters. Data are represented as mean ± SD (n = 55), where n is the number of coccoliths visualized by TEM.

One of the most fundamental questions in science is what defines life.[32] Collective motion is one of the hallmarks of life.[33] This is commonly observed in nature at various dimensional levels as energized entities gather, in a concerted effort, into motile aggregated patterns. These motile aggregated events can be noticed, among many others, as dynamic swarms; e.g., unicellular organisms such as bacteria, locust swarms, or the flocking behaviour of birds.[34][35][36] In contrast to what is accomplished individually, multiple entities enable local interactions between each participant to occur in proximity. If we consider each participant in the collective behavior as a (bio)physical transducer, then the energy will be converted from one type into another. The proxemics will then favor enhanced communication between neighboring individuals via transduction of energy, leading to dynamic and complex synergetic behaviors of the composite powered structure.[37][31]

Over recent years, fascinating nano- and mesoscopic objects have been designed to collectively move through direct inspiration from nature or by harnessing its existing tools.[38][39][40][41] Such robotic swarms were categorized by an online expert panel as among the 10 great unresolved group challenges in the area of robotics.[42] With this in mind, nano- and mesoscopic objects capable of swarming require immediate scientific attention. Although investigation of their underlying mechanism of action is still in its infancy, various systems have been developed that are capable of undergoing controlled and uncontrolled swarming motion by harvesting energy (e.g., light, thermal, etc.).[43] Importantly, this energy should be transformed into a net force for the system to move. When the systems of interest are mainly small (meso- to nanoscopic), then their motion, typically at low Reynolds numbers (Re ≪ 1), becomes a very challenging concept.[44] Nevertheless, this demands breaking the symmetry of the system for the locomotion to occur.14 Furthermore, collective motion requires a coupling effect between the objects that are part of the population.[31]

In this work, the aim is to identify the minimum requirements to design miniature robots (microrobots) with swarming behavior. Therefore, to develop a nano/mesoscopic object capable of swarming behavior, we hypothesize that this object simultaneously fulfills these requirements: (1) it is characterized by broken symmetry with a well-defined morphology, and (2) it is functionalized with a material capable of harvesting energy. If the harvested energy results in a field surrounding the object, and this field can couple with the field of a neighboring object, then the collective behavior will be correlated.[31]

Emiliania huxleyi (EHUX) coccolithophore-derived asymmetric coccoliths stand out as candidates for the choice of a nano/mesoscopic object with broken symmetry and well-defined morphology. Besides the thermodynamical stability because of their calcite composition,[45] the critical advantage of EHUX coccoliths is their distinctive and sophisticated asymmetric morphology. EHUX coccoliths are characterized by several hammer-headed ribs placed to form a proximal and distal disc connected by a central ring. These discs have different sizes but also allow the coccolith to have a curvature, partly resembling a wagon wheel.[46] EHUX coccoliths can be isolated from EHUX coccolithophores, a unique group of unicellular marine algae that are the primary producers of biogenic calcite in the ocean.[47] Coccolithophores can intracellularly produce intricate three-dimensional mineral structures, such as calcium carbonate scales (i.e., coccoliths), in a process that is driven continuously by a specialized vesicle.[48] After the process is finished, the formed coccoliths are secreted to the cell surface, where they form the exoskeleton (i.e., coccosphere). The broad diversity of coccolith architecture results in further possibilities for specific applications in nanotechnology [49] or biomedicine.[50] Inanimate coccoliths from EHUX live coccolithophores, in particular, can be isolated easily in the laboratory with a low culture cost and fast reproductive rate and have a reasonably moderate surface area (∼20 m2 g−1) exhibiting a mesoporous structure (pore size in the range of 4 nm).[51][31]

Presumably, if harvesting of energy is done on both sides of the EHUX coccolith, then it will allow generation of a net force, which means movement in a directional manner. Coccoliths have immense potential for a multitude of applications, but to enable harvesting of energy, their surface properties must be finely tuned.[52] Inspired by the composition of adhesive proteins in mussels, dopamine self-polymerization into polydopamine is currently the most versatile functionalization strategy for virtually all types of materials.[53] Because of its surface chemistry and wide range of light absorption properties, polydopamine is an ideal choice for aided energy harvesting function on inert substrates.[54][55][56] In this work, we aim to exploit the benefits of polydopamine coating to provide advanced energy harvesting functionalities to the otherwise inert and inanimate coccoliths. Polydopamine (PDA has already been shown to induce movement of polystyrene beads because of thermal diffusion effects between the object and the surrounding aqueous solution of up to 2°C under near-infrared (NIR) light excitation.[57] However, no collective behavior has been reported. Here, we prove, for the first time, that polydopamine can act as an active component to induce, under visible light (300–600 nm), collective behavior of a structurally complex, natural, and challenging-to-control architecture such as coccoliths. As a result, the organic-inorganic hybrid combination (coccolith-polydopamine) would enable design of Robocoliths.[31]

Dopamine polymerization proceeds in a solution, where it forms small colloidal aggregates that adsorb on the surface of the coccoliths, forming a confluent film. This film is characterized by high roughness, which translates into a high specific surface area and enhanced harvesting of energy. Because of the conjugated nature of the polymer backbone, polydopamine can absorb light over a broad electromagnetic spectrum, including the visible region.[31]

As a result, the surface of coccoliths is endowed with a photothermal effect, locally heating and creating convection induced by the presence of PDA. This local convection is coupled with another nearby local convection, which allows coupling between individual Robocoliths, enabling their collective motion (Figure 1).[31]

Therefore, when the light encounters the anisometric Robocoliths, they heat locally because of the photothermal conversion induced by the presence of PDA on their surface. The intense local heating produces convection that is different on either side of the Robocolith, causing its observed movement. Such convection can couple with the convection of a neighboring Robocolith, resulting in a “swarming” motion. In addition, the surface of Robocoliths is engineered to accommodate antifouling polymer brushes and potentially prevent their aggregation. Although a primary light-activated convective approach is taken as a first step to understand the motion of Robocoliths, a multitude of mechanistic approaches are currently being developed to pave the way for the next generation of multifunctional Robocoliths as swarming bio-micromachines.[31]

See also

References

  1. ^ Zhuang, Jiang; Park, Byung-Wook; Sitti, Metin (2017). "Propulsion and Chemotaxis in Bacteria-Driven Microswimmers". Advanced Science. 4 (9). doi:10.1002/advs.201700109. PMC 5604384. PMID 28932674. Material was copied from this source, which is available under a Creative Commons Attribution 4.0 International License.
  2. ^ a b Schwarz, Lukas; Medina-Sánchez, Mariana; Schmidt, Oliver G. (2017). "Hybrid Bio Micromotors". Applied Physics Reviews. 4 (3): 031301. Bibcode:2017ApPRv...4c1301S. doi:10.1063/1.4993441.
  3. ^ a b c d e f g Bastos-Arrieta, Julio; Revilla-Guarinos, Ainhoa; Uspal, William E.; Simmchen, Juliane (2018). "Bacterial Biohybrid Microswimmers". Frontiers in Robotics and AI. 5: 97. doi:10.3389/frobt.2018.00097. PMC 7805739. PMID 33500976. Material was copied from this source, which is available under a Creative Commons Attribution 4.0 International License.
  4. ^ Montemagno, Carlo; Bachand, George (1999). "Constructing nanomechanical devices powered by biomolecular motors". Nanotechnology. 10 (3): 225–231. Bibcode:1999Nanot..10..225M. doi:10.1088/0957-4484/10/3/301.
  5. ^ Wu, Zhiguang; Li, Tianlong; Li, Jinxing; Gao, Wei; Xu, Tailin; Christianson, Caleb; Gao, Weiwei; Galarnyk, Michael; He, Qiang; Zhang, Liangfang; Wang, Joseph (2014). "Turning Erythrocytes into Functional Micromotors". ACS Nano. 8 (12): 12041–12048. doi:10.1021/nn506200x. PMC 4386663. PMID 25415461.
  6. ^ Wang, Hong; Pumera, Martin (2015). "Fabrication of Micro/Nanoscale Motors". Chemical Reviews. 115 (16): 8704–8735. doi:10.1021/acs.chemrev.5b00047. PMID 26234432.
  7. ^ Ozin, G. A.; Manners, I.; Fournier-Bidoz, S.; Arsenault, A. (2005). "Dream Nanomachines". Advanced Materials. 17 (24): 3011–3018. doi:10.1002/adma.200501767.
  8. ^ Wang, Hong; Pumera, Martin (2015). "Fabrication of Micro/Nanoscale Motors". Chemical Reviews. 115 (16): 8704–8735. doi:10.1021/acs.chemrev.5b00047. PMID 26234432.
  9. ^ Ismagilov, Rustem F.; Schwartz, Alexander; Bowden, Ned; Whitesides, George M. (2002). "Autonomous Movement and Self-Assembly". Angewandte Chemie International Edition. 41 (4): 652–654. doi:10.1002/1521-3773(20020215)41:4<652::AID-ANIE652>3.0.CO;2-U.
  10. ^ Katuri, Jaideep; Ma, Xing; Stanton, Morgan M.; Sánchez, Samuel (2017). "Designing Micro- and Nanoswimmers for Specific Applications". Accounts of Chemical Research. 50 (1): 2–11. doi:10.1021/acs.accounts.6b00386. PMC 5244436. PMID 27809479.
  11. ^ Vale, R. D.; Milligan, R. A. (2000). "The Way Things Move: Looking Under the Hood of Molecular Motor Proteins". Science. 288 (5463): 88–95. Bibcode:2000Sci...288...88V. doi:10.1126/science.288.5463.88. PMID 10753125.
  12. ^ Vogel, Pia D. (2005). "Nature's design of nanomotors". European Journal of Pharmaceutics and Biopharmaceutics. 60 (2): 267–277. doi:10.1016/j.ejpb.2004.10.007. PMID 15939237.
  13. ^ Di Leonardo, R.; Angelani, L.; Dell'Arciprete, D.; Ruocco, G.; Iebba, V.; Schippa, S.; Conte, M. P.; Mecarini, F.; De Angelis, F.; Di Fabrizio, E. (2010). "Bacterial ratchet motors". Proceedings of the National Academy of Sciences. 107 (21): 9541–9545. arXiv:0910.2899. Bibcode:2010PNAS..107.9541D. doi:10.1073/pnas.0910426107. PMC 2906854. PMID 20457936.
  14. ^ Zhang, Zhenhai; Li, Zhifei; Yu, Wei; Li, Kejie; Xie, Zhihong; Shi, Zhiguo (2013). "Propulsion of liposomes using bacterial motors". Nanotechnology. 24 (18): 185103. Bibcode:2013Nanot..24r5103Z. doi:10.1088/0957-4484/24/18/185103. PMID 23579252.
  15. ^ Stanton, Morgan M.; Simmchen, Juliane; Ma, Xing; Miguel-López, Albert; Sánchez, Samuel (2016). "Biohybrid Janus Motors Driven by Escherichia coli". Advanced Materials Interfaces. 3 (2). doi:10.1002/admi.201500505.
  16. ^ Suh, Seungbeum; Traore, Mahama A.; Behkam, Bahareh (2016). "Bacterial chemotaxis-enabled autonomous sorting of nanoparticles of comparable sizes". Lab on a Chip. 16 (7): 1254–1260. doi:10.1039/C6LC00059B. hdl:10919/77561. PMID 26940033.
  17. ^ Darnton, Nicholas; Turner, Linda; Breuer, Kenneth; Berg, Howard C. (2004). "Moving Fluid with Bacterial Carpets". Biophysical Journal. 86 (3): 1863–1870. Bibcode:2004BpJ....86.1863D. doi:10.1016/S0006-3495(04)74253-8. PMC 1304020. PMID 14990512.
  18. ^ Behkam, Bahareh; Sitti, Metin (2006). "Towards Hybrid Swimming Microrobots: Bacteria Assisted Propulsion of Polystyrene Beads". 2006 International Conference of the IEEE Engineering in Medicine and Biology Society. Vol. 2006. pp. 2421–2424. doi:10.1109/IEMBS.2006.259841. ISBN 1-4244-0032-5. PMID 17946113. S2CID 6409992.
  19. ^ Steager, Edward; Kim, Chang-Beom; Patel, Jigarkumar; Bith, Socheth; Naik, Chandan; Reber, Lindsay; Kim, Min Jun (2007). "Control of microfabricated structures powered by flagellated bacteria using phototaxis". Applied Physics Letters. 90 (26): 263901. Bibcode:2007ApPhL..90z3901S. doi:10.1063/1.2752721.
  20. ^ Mahmut Selman Sakar; Steager, Edward B.; Dal Hyung Kim; Agung Julius, A.; Kim, Minjun; Kumar, Vijay; Pappas, George J. (2011). "Modeling, control and experimental characterization of microbiorobots". The International Journal of Robotics Research. 30 (6): 647–658. doi:10.1177/0278364910394227. S2CID 36806.
  21. ^ Park, Sung Jun; Bae, Hyeoni; Kim, Joonhwuy; Lim, Byungjik; Park, Jongoh; Park, Sukho (2010). "Motility enhancement of bacteria actuated microstructures using selective bacteria adhesion". Lab on a Chip. 10 (13): 1706–1711. doi:10.1039/c000463d. PMID 20422075.
  22. ^ Traoré, Mahama A.; Sahari, Ali; Behkam, Bahareh (2011). "Computational and experimental study of chemotaxis of an ensemble of bacteria attached to a microbead". Physical Review E. 84 (6): 061908. Bibcode:2011PhRvE..84f1908T. doi:10.1103/PhysRevE.84.061908. hdl:10919/24901. PMID 22304117.
  23. ^ Kim, Hoyeon; Kim, Min Jun (2016). "Electric Field Control of Bacteria-Powered Microrobots Using a Static Obstacle Avoidance Algorithm". IEEE Transactions on Robotics. 32: 125–137. doi:10.1109/TRO.2015.2504370. S2CID 15062290.
  24. ^ Singh, Ajay Vikram; Sitti, Metin (2016). "Bacteria-Driven Particles: Patterned and Specific Attachment of Bacteria on Biohybrid Bacteria-Driven Microswimmers (Adv. Healthcare Mater. 18/2016)". Advanced Healthcare Materials. 5 (18): 2306. doi:10.1002/adhm.201670097.
  25. ^ Park, Byung-Wook; Zhuang, Jiang; Yasa, Oncay; Sitti, Metin (2017). "Multifunctional Bacteria-Driven Microswimmers for Targeted Active Drug Delivery". ACS Nano. 11 (9): 8910–8923. doi:10.1021/acsnano.7b03207. PMID 28873304.
  26. ^ Lu, Z., and Martel, S. (2006). "Preliminary investigation of bio-carriers using magnetotactic bacteria". In: Engineering in Medicine and Biology Society, 2006. EMBS'06. 28th Annual International Conference of the IEEE (New York, NY: IEEE), 3415–3418.
  27. ^ Faivre, Damien; Schüler, Dirk (2008). "Magnetotactic Bacteria and Magnetosomes". Chemical Reviews. 108 (11): 4875–4898. doi:10.1021/cr078258w. PMID 18855486.
  28. ^ Martel, Sylvain (2012). "Bacterial microsystems and microrobots". Biomedical Microdevices. 14 (6): 1033–1045. doi:10.1007/s10544-012-9696-x. PMID 22960952. S2CID 2894776.
  29. ^ Taherkhani, Samira; Mohammadi, Mahmood; Daoud, Jamal; Martel, Sylvain; Tabrizian, Maryam (2014). "Covalent Binding of Nanoliposomes to the Surface of Magnetotactic Bacteria for the Synthesis of Self-Propelled Therapeutic Agents". ACS Nano. 8 (5): 5049–5060. doi:10.1021/nn5011304. PMID 24684397.
  30. ^ Klumpp, Stefan; Lefevre, Christopher; Landau, Livnat; Codutti, Agnese; Bennet, Mathieu; Faivre, Damien (2017). "Magneto-Aerotaxis: Bacterial Motility in Magnetic Fields". Biophysical Journal. 112 (3): 567a. Bibcode:2017BpJ...112..567K. doi:10.1016/j.bpj.2016.11.3052.
  31. ^ a b c d e f g h i j Lomora, Mihai; Larrañaga, Aitor; Rodriguez-Emmenegger, Cesar; Rodriguez, Brian; Dinu, Ionel Adrian; Sarasua, Jose-Ramon; Pandit, Abhay (2021). "An engineered coccolith-based hybrid that transforms light into swarming motion". Cell Reports Physical Science. 2 (3): 100373. Bibcode:2021CRPS....200373L. doi:10.1016/j.xcrp.2021.100373. S2CID 233687429. Material was copied from this source, which is available under a Creative Commons Attribution 4.0 International License.
  32. ^ Allen, Roland E.; Lidström, Suzy (2017). "Life, the Universe, and everything—42 fundamental questions". Physica Scripta. 92 (1): 012501. arXiv:1804.08730. Bibcode:2017PhyS...92a2501A. doi:10.1088/0031-8949/92/1/012501. S2CID 119444389.
  33. ^ Vicsek, Tamás; Zafeiris, Anna (2012). "Collective motion". Physics Reports. 517 (3–4): 71–140. arXiv:1010.5017. Bibcode:2012PhR...517...71V. doi:10.1016/j.physrep.2012.03.004. S2CID 119109873.
  34. ^ Darnton, Nicholas C.; Turner, Linda; Rojevsky, Svetlana; Berg, Howard C. (2010). "Dynamics of Bacterial Swarming". Biophysical Journal. 98 (10): 2082–2090. Bibcode:2010BpJ....98.2082D. doi:10.1016/j.bpj.2010.01.053. PMC 2872219. PMID 20483315.
  35. ^ Topaz, Chad M.; d'Orsogna, Maria R.; Edelstein-Keshet, Leah; Bernoff, Andrew J. (2012). "Locust Dynamics: Behavioral Phase Change and Swarming". PLOS Computational Biology. 8 (8): e1002642. arXiv:1207.4968. Bibcode:2012PLSCB...8E2642T. doi:10.1371/journal.pcbi.1002642. PMC 3420939. PMID 22916003.{{cite journal}}: CS1 maint: unflagged free DOI (link)
  36. ^ Corcoran, Aaron J.; Hedrick, Tyson L. (2019). "Compound-V formations in shorebird flocks". eLife. 8. doi:10.7554/eLife.45071. PMC 6548498. PMID 31162047.{{cite journal}}: CS1 maint: unflagged free DOI (link)
  37. ^ Herpich, Tim; Thingna, Juzar; Esposito, Massimiliano (2018). "Collective Power: Minimal Model for Thermodynamics of Nonequilibrium Phase Transitions". Physical Review X. 8 (3): 031056. arXiv:1802.00461. Bibcode:2018PhRvX...8c1056H. doi:10.1103/PhysRevX.8.031056. S2CID 89610765.
  38. ^ Abendroth, John M.; Bushuyev, Oleksandr S.; Weiss, Paul S.; Barrett, Christopher J. (2015). "Controlling Motion at the Nanoscale: Rise of the Molecular Machines". ACS Nano. 9 (8): 7746–7768. doi:10.1021/acsnano.5b03367. PMID 26172380.
  39. ^ Wang, Wei; Duan, Wentao; Ahmed, Suzanne; Mallouk, Thomas E.; Sen, Ayusman (2013). "Small power: Autonomous nano- and micromotors propelled by self-generated gradients". Nano Today. 8 (5): 531–554. doi:10.1016/j.nantod.2013.08.009.
  40. ^ Zhang, Jianhua; Guo, Jingjing; Mou, Fangzhi; Guan, Jianguo (2018). "Light-Controlled Swarming and Assembly of Colloidal Particles". Micromachines. 9 (2): 88. doi:10.3390/mi9020088. PMC 6187466. PMID 30393364.
  41. ^ Di Leonardo, Roberto (2016). "Controlled collective motions". Nature Materials. 15 (10): 1057–1058. doi:10.1038/nmat4761. PMID 27658450.
  42. ^ Yang, Guang-Zhong; Bellingham, Jim; Dupont, Pierre E.; Fischer, Peer; Floridi, Luciano; Full, Robert; Jacobstein, Neil; Kumar, Vijay; McNutt, Marcia; Merrifield, Robert; Nelson, Bradley J.; Scassellati, Brian; Taddeo, Mariarosaria; Taylor, Russell; Veloso, Manuela; Wang, Zhong Lin; Wood, Robert (2018). "The grand challenges of Science Robotics". Science Robotics. 3 (14): eaar7650. doi:10.1126/scirobotics.aar7650. PMID 33141701. S2CID 3800579.
  43. ^ Wang, Wei; Duan, Wentao; Ahmed, Suzanne; Sen, Ayusman; Mallouk, Thomas E. (2015). "From One to Many: Dynamic Assembly and Collective Behavior of Self-Propelled Colloidal Motors". Accounts of Chemical Research. 48 (7): 1938–1946. doi:10.1021/acs.accounts.5b00025. PMID 26057233.
  44. ^ Nelson P.C. (2003) "Life in the slow lane: The low Reynolds-number world", In: Biological Physics: Energy, Information, Life, by W.H. Freeman, pages 158–194.
  45. ^ Karunadasa K.S.P., C.H. Manoratne, H.M.T.G.A. Pitawala and R.M.G. Rajapakse (2019) "Thermal decomposition of calcium carbonate (calcite polymorph) as examined by in-situ high-temperature X-ray powder diffraction", J. Phys. Chem. Solids, 134: 21–28.
  46. ^ Zhai, Peng-Wang; Hu, Yongxiang; Trepte, Charles R.; Winker, David M.; Josset, Damien B.; Lucker, Patricia L.; Kattawar, George W. (2013). "Inherent optical properties of the coccolithophore: Emiliania huxleyi". Optics Express. 21 (15): 17625–17638. Bibcode:2013OExpr..2117625Z. doi:10.1364/OE.21.017625. PMID 23938635.
  47. ^ Bolton, Clara T.; Hernández-Sánchez, María T.; Fuertes, Miguel-Ángel; González-Lemos, Saúl; Abrevaya, Lorena; Mendez-Vicente, Ana; Flores, José-Abel; Probert, Ian; Giosan, Liviu; Johnson, Joel; Stoll, Heather M. (2016). "Decrease in coccolithophore calcification and CO2 since the middle Miocene". Nature Communications. 7: 10284. Bibcode:2016NatCo...710284B. doi:10.1038/ncomms10284. PMC 4735581. PMID 26762469.
  48. ^ Meldrum, Fiona C.; Cölfen, Helmut (2008). "Controlling Mineral Morphologies and Structures in Biological and Synthetic Systems". Chemical Reviews. 108 (11): 4332–4432. doi:10.1021/cr8002856. PMID 19006397.
  49. ^ Skeffington, Alastair W.; Scheffel, André (2018). "Exploiting algal mineralization for nanotechnology: Bringing coccoliths to the fore". Current Opinion in Biotechnology. 49: 57–63. doi:10.1016/j.copbio.2017.07.013. PMID 28822276.
  50. ^ Lomora, Mihai; Shumate, David; Rahman, Asrizal Abdul; Pandit, Abhay (2019). "Therapeutic Applications of Phytoplankton, with an Emphasis on Diatoms and Coccolithophores". Advanced Therapeutics. 2 (2). doi:10.1002/adtp.201800099. S2CID 139596031.
  51. ^ Jakob, Ioanna; Chairopoulou, Makrina Artemis; Vučak, Marijan; Posten, Clemens; Teipel, Ulrich (2017). "Biogenic calcite particles from microalgae-Coccoliths as a potential raw material". Engineering in Life Sciences. 17 (6): 605–612. doi:10.1002/elsc.201600183. PMC 5484330. PMID 28701909.
  52. ^ Kim, Sang Hoon; Nam, Onyou; Jin, Eonseon; Gu, Man Bock (2019). "A new coccolith modified electrode-based biosensor using a cognate pair of aptamers with sandwich-type binding". Biosensors and Bioelectronics. 123: 160–166. doi:10.1016/j.bios.2018.08.021. PMID 30139622.
  53. ^ Lee, H.; Dellatore, S. M.; Miller, W. M.; Messersmith, P. B. (2007). "Mussel-Inspired Surface Chemistry for Multifunctional Coatings". Science. 318 (5849): 426–430. Bibcode:2007Sci...318..426L. doi:10.1126/science.1147241. PMC 2601629. PMID 17947576.
  54. ^ Ryu, Ji Hyun; Messersmith, Phillip B.; Lee, Haeshin (2018). "Polydopamine Surface Chemistry: A Decade of Discovery". ACS Applied Materials & Interfaces. 10 (9): 7523–7540. doi:10.1021/acsami.7b19865. PMC 6320233. PMID 29465221.
  55. ^ Schanze, Kirk S.; Lee, Haeshin; Messersmith, Phillip B. (2018). "Ten Years of Polydopamine: Current Status and Future Directions". ACS Applied Materials & Interfaces. 10 (9): 7521–7522. doi:10.1021/acsami.8b02929. PMID 29510631.
  56. ^ Liu, Yanlan; Ai, Kelong; Lu, Lehui (2014). "Polydopamine and Its Derivative Materials: Synthesis and Promising Applications in Energy, Environmental, and Biomedical Fields". Chemical Reviews. 114 (9): 5057–5115. doi:10.1021/cr400407a. PMID 24517847.
  57. ^ Sun, Yunyu; Liu, Ye; Zhang, Dongmei; Zhang, Hui; Jiang, Jiwei; Duan, Ruomeng; Xiao, Jie; Xing, Jingjing; Zhang, Dafeng; Dong, Bin (2019). "Calligraphy/Painting Based on a Bioinspired Light-Driven Micromotor with Concentration-Dependent Motion Direction Reversal and Dynamic Swarming Behavior". ACS Applied Materials & Interfaces. 11 (43): 40533–40542. doi:10.1021/acsami.9b14402. PMID 31577118.