scholarly journals An Open-Source Modular Framework for Automated Pipetting and Imaging Applications

2021 ◽  
Author(s):  
Wei Ouyang ◽  
Richard Bowman ◽  
Haoran Wang ◽  
Kaspar E Bumke ◽  
Joel T Collins ◽  
...  

The number of samples in biological experiments are continuously increasing, but complex protocols and human experimentation in many cases lead to suboptimal data quality and hence difficulties in reproducing scientific findings. Laboratory automation can alleviate many of these problems by precisely reproducing machine-readable protocols. These instruments generally require high up-front investments and due to lack of open APIs they are notoriously difficult for scientists to customize and control outside of the vendor-supplied software. Here, we demonstrate automated, high-throughput experiments for interdisciplinary research in life science that can be replicated on a modest budget, using open tools to ensure reproducibility by combining the tools Openflexure, Opentrons, ImJoy and UC2. Our automated sample preparation and imaging pipeline can easily be replicated and established in many laboratories as well as in educational contexts through easy-to-understand algorithms and easy-to-build microscopes. Additionally, the creation of feedback loops, with later pipetting or imaging steps depending on analysis of previously acquired images, enables the realization of smart microscopy experiments, featuring completely autonomously performed experiments. All documents and source-files are publicly available (https://beniroquai.github.io/Hi2) to prove the concept of smart lab automation using inexpensive, open tools. We believe this democratizes access to the power and repeatability of automated experiments.

GigaScience ◽  
2021 ◽  
Vol 10 (1) ◽  
Author(s):  
Jon Ison ◽  
Hans Ienasescu ◽  
Emil Rydza ◽  
Piotr Chmura ◽  
Kristoffer Rapacki ◽  
...  

Abstract Background Life scientists routinely face massive and heterogeneous data analysis tasks and must find and access the most suitable databases or software in a jungle of web-accessible resources. The diversity of information used to describe life-scientific digital resources presents an obstacle to their utilization. Although several standardization efforts are emerging, no information schema has been sufficiently detailed to enable uniform semantic and syntactic description—and cataloguing—of bioinformatics resources. Findings Here we describe biotoolsSchema, a formalized information model that balances the needs of conciseness for rapid adoption against the provision of rich technical information and scientific context. biotoolsSchema results from a series of community-driven workshops and is deployed in the bio.tools registry, providing the scientific community with >17,000 machine-readable and human-understandable descriptions of software and other digital life-science resources. We compare our approach to related initiatives and provide alignments to foster interoperability and reusability. Conclusions biotoolsSchema supports the formalized, rigorous, and consistent specification of the syntax and semantics of bioinformatics resources, and enables cataloguing efforts such as bio.tools that help scientists to find, comprehend, and compare resources. The use of biotoolsSchema in bio.tools promotes the FAIRness of research software, a key element of open and reproducible developments for data-intensive sciences.


2015 ◽  
Author(s):  
Martin Fenner

Yesterday Julie McMurry and co-authors published a preprint 10 Simple rules for design, provision, and reuse of persistent identifiers for life science data. This is an important paper trying to address a fundamental problem: how can we make persistent ...


2020 ◽  
Vol 17 (12) ◽  
pp. 1207-1213
Author(s):  
Yi Zhao ◽  
Matthew G. Sampson ◽  
Xiaoquan Wen

Author(s):  
Brian Selden ◽  
Kyu-Jin Cho ◽  
H. Harry Asada

A new approach to the design and control of shape memory alloy (SMA) actuators, called Segmented Binary Control (SBC), is extended from previous work. The transient response of SBC is examined and is discovered to be inadequate in real time servo control because of significant latency times. A dramatic improvement is shown using a feedforward method in which a predetermined path is known and appropriate actions are calculated beforehand. In addition, this feedforward servo control of SMA is accomplished with only internal local feedback loops and no global feedback of position.


2020 ◽  
Vol 26 (1) ◽  
pp. 35-38
Author(s):  
Bart Eklund ◽  
John Roadifer ◽  
Noel Wong ◽  
Michael Forrest

ABSTRACT The Calaveras Dam Replacement Project (CDRP) pioneered technical approaches for addressing community exposure to naturally occurring asbestos (NOA) via the inhalation pathway. Over the course of the CDRP, approaches were developed for key issues, including determining the NOA particles of interest, defining the toxicity limits to apply to various types of NOA particles, establishing dust control, and creating appropriate feedback loops for using laboratory data. Specific issues of interest included whether to count only structures above a certain length and the inhalation unit risk value to use for amphiboles. The knowledge gained on the CDRP can and is being used to optimize NOA evaluation and control at other, similar projects.


MRS Bulletin ◽  
2005 ◽  
Vol 30 (3) ◽  
pp. 175-179 ◽  
Author(s):  
Ashutosh Chilkoti ◽  
Jeffrey A. Hubbell

AbstractBiointerface science, defined as the study and control of biomolecular interactions at surfaces, is a critical component of many aspects of biotechnology, but it has only recently begun to attract the attention it deserves as a unique interdisciplinary research area. This issue of MRS Bulletin explores the rich diversity of function provided by biomolecules at interfaces and the unparalleled opportunities for applications, which range from clinical diagnostics, biomaterials, and tissue engineering to genomics and proteomics. This diversity will continue to drive the evolution of biointerface science.


Author(s):  
Iryna Sofinska

This article deals with the origin and trajectory of the passport, its multifaceted nature in modern life. Firstly, a passport is a standardizedand written, visualized, and anthropometric, personalized proof of citizenship of its bearer, but not always. Secondly, it is aproof of identification, regardless of the time, place, and mode of acquisition of citizenship of a particular state (in the form of personaldata processing) and control over them by that state. Finally, it is a paper document (actually machine-readable) that gives its bearerrights, responsibilities, and privileges guarantee his/her freedom of movement (unlimited and indefinite entry into and exit from thestate of citizenship) and immunity (from extradition and expulsion).In the time of globalization and omnipresent migration, there is a myriad of modern researches worldwide related to passport,citizenship, person identification, etc. Up to my mind, we can shortlist such authors as Atossa Araxia Abrahamian (cosmopolites andglobal citizen), Leo Benedictus (history of the passport), Claire Benoit (the passport in the context of citizenship), Evelyn Capassakis(passport revocations or denials), Jelena Džankić (the global market for investor citizenship), Yossi Harpaz (dual nationality as a worldwideasset), Martin Lloyd and Craig Robertson (the history of the passport), Mark B Salter (the passport in international relations),Ayelet Shachar (the shifting border of immigration regulation), Peter J Spiro (the past and future of dual citizenship), John C Torpey(the invention of the passport), James Tully (on global citizenship), Patrick Weil (citizenship, passports, and the legal identity of persons).In modern days this most traveled document in the world is a perfect political and legal instrument used by the particular stateto identify its citizens, keep them in the borders, and not let them enjoy the freedom of movement extra territory. In this article, I tracethe history of the passport within the law, international relations, and globalization. A separate piece of information is related to its evolutionduring centuries. It is interesting how passports and their carriers (citizens of a particular state) are handled at international borders?And what are the fundamental functions of the passport in global mobility?In 2020 not only states globally in terms of preservation of national security and identity but also health stop (at least hamper)migration. “This virus (COVID-19) does not have a passport”, declared French President Emmanuel Macron on 12 March 2020 in aprimary television address to the French people. Non-essential travel when you possess not enough worthy passport stops you beyondthe borders of the European Union. You are not allowed to enter unless you acquire dual nationality and obtain a second alternativepassport.


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