Automating hESC differentiation with 3D printing and legacy liquid handling solutions
Supplemental record retained to make the downloaded paper corpus fully navigable.
- Year
- —
- Skill
- medium
- Docs
- moderate
- Rubric
- 3.3 / 5
Implementation assessment
Scoring by criterion
Scores describe accessibility and implementation characteristics reported in the reviewed source. They are not a measure of scientific quality.
Resolution
Minimum volume evidence about 35000 uL.
Scalability/Throughput
Evidence of parallel, plate-scale, multi-head, or unattended operation.
Build and Part Sourcing Complexity
Mix of common parts and custom/printed components.
Skill Complexity
Build/operation described as low-skill or basic assembly.
Equipment/Cosumable/Facility Requirement Accessibility
Requires accessible but nontrivial lab/maker equipment.
Application Level
Presented as modular or usable across multiple workflows.
Accessibility to documentation
Some open documentation or files are available.
Validation/Troubleshooting Complexity
Validation includes standards, benchmarking, replicates, or multi-condition tests.
Speed/Cycle Time
Speed evidence suggests rapid, real-time, or automated operation.
Build Time
Build time not reported; assigned neutral score.
Record metadata
Publication data
Crossref and OpenAlex
Publication record
Abstract
Historically, the routine use of laboratory automation solutions has been prohibitively expensive for many laboratories. As legacy hardware has begun to emerge on the secondary market, automation is becoming an increasingly affordable option to augment workflow in virtually any laboratory. To assess the utility of legacy liquid handling in stem cell differentiation, a used liquid handling robot was purchased at auction to automate a stem cell differentiation protocol that gives rise to CD14 + CD45+ mononuclear cells. To maintain sterility, the automated liquid handling robot was housed in a custom constructed HEPA filtered enclosure. A custom cell scraper and a disposable filter box were designed and 3D printed to permit the robot intricate cell culture actions required by the protocol. All files for the 3D printed labware are uploaded and are freely available. •A used liquid handling robot was used to automate an hESC to monocyte differentiation protocol.•The robot-performed protocol induced monocytes as effectively as human technicians.•Custom 3D printed labware was made to permit certain cell culture actions and are uploaded for free access.
Bibliographic details
Access and metrics
Topics and keywords
Perspective and practical signals
Why it matters
Supplemental record retained to make the downloaded paper corpus fully navigable.
Limitations
Metadata is limited to the download manifest and title-derived mapping.