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Update unitoperations_hw_en.md
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unit-operations/unitoperations_hw_en.md

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## Hardware
2020

21-
- **UH010**: Liquid Handling
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- **UHW010**: Liquid Handling
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- **Equipment**: Multiple dispenser system
2323
- **Description**: This unit operation involves basic and fundamental liquid sample operations in laboratory processes, such as reagent preparation, sample distribution, dilution, mixing, and washing. It ensures precision and efficiency in handling liquid samples across various experimental setups.
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25-
- **UH015**: Bulk Liquid Dispenser
25+
- **UHW015**: Bulk Liquid Dispenser
2626
- **Equipment**: Bulk Reagent Dispenser / Automated Plate Filler
2727
- **Description**: Rapid and accurate dispensing of larger volumes of a single liquid reagent such as growth media and buffers into multi-well plates. Optimized for speed and efficiency in plate preparation tasks.
2828

29-
- **UH020**: 96 Channel Liquid Handling
29+
- **UHW020**: 96 Channel Liquid Handling
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- **Equipment**: NGS library preparation system
3131
- **Description**: This unit operation enables high-throughput, simultaneous dispensing or transferring of liquids across a 96-well platform. It is commonly used for NGS library preparation and includes magnetic bead-based purification, enhancing throughput and consistency in sample processing.
3232

33-
- **UH030**: Nanoliter Liquid Dispensing
33+
- **UHW030**: Nanoliter Liquid Dispensing
3434
- **Equipment**: Acoustic liquid dispenser
3535
- **Description**: Specialized for high-precision dispensing of extremely small liquid volumes, typically in the nanoliter range. This unit operation reduces reagent usage, minimizes waste, and allows for scalable, cost-effective workflows, particularly in high-throughput screening applications.
3636

37-
- **UH040**: Desktop Liquid Handling
37+
- **UHW040**: Desktop Liquid Handling
3838
- **Equipment**: Desktop liquid handling system
3939
- **Description**: A compact liquid handling system designed for small-scale automated experiments or educational use. It provides flexibility and ease of use for routine laboratory tasks, making it ideal for teaching labs or small research groups.
4040

41-
- **UH050**: Single Cell Sequencing Preparation
41+
- **UHW050**: Single Cell Sequencing Preparation
4242
- **Equipment**: Droplet-based high-throughput single-cell platforms
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- **Description**: This unit operation prepares single cells for single-cell analysis, including processes such as encapsulating single cells with reagents for simultaneous isolation and library preparation. It is crucial for single-cell genomics and transcriptomics studies.
4444

45-
- **UH060**: Colony Picking
45+
- **UHW060**: Colony Picking
4646
- **Equipment**: Colony picker
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- **Description**: The process of isolating individual bacterial or yeast colonies from an agar plate and transferring them to a liquid culture or multi-well plate for downstream applications. This unit operation is essential for microbial strain selection and screening.
4848

49-
- **UH070**: Cell Sorting
49+
- **UHW070**: Cell Sorting
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- **Equipment**: High-speed flow cytometry
5151
- **Description**: A process to select and categorize cells based on their biological properties, such as size, shape, fluorescence, or other markers. It is used for single-cell analysis, enrichment, or functional studies, providing high precision and throughput.
5252

53-
- **UH080**: Cell Lysis
53+
- **UHW080**: Cell Lysis
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- **Equipment**: Bead mill or ultrasonic homogenizers
5555
- **Description**: The process of breaking open cells to release their internal components, such as DNA, RNA, proteins, or metabolites, for downstream processing. This unit operation is critical for sample preparation in molecular biology and biochemistry.
5656

57-
- **UH090**: Electroporation
57+
- **UHW090**: Electroporation
5858
- **Equipment**: Electroporator
5959
- **Description**: A technique for introducing foreign molecules, such as DNA and RNA, into cells by applying an electrical field. It is widely used in genetic engineering and cell transformation studies.
6060

61-
- **UH100**: Thermocycling
61+
- **UHW100**: Thermocycling
6262
- **Equipment**: Thermal Cycler
6363
- **Description**: The process of repeatedly heating and cooling through defined temperature cycles to facilitate reactions. It is used in workflows such as DNA assembly and DNA/RNA amplification, including PCR.
6464

65-
- **UH110**: Real-time PCR
65+
- **UHW110**: Real-time PCR
6666
- **Equipment**: qPCR
6767
- **Description**: Amplifying and simultaneously quantifying a specific DNA or RNA sequence. This unit operation is essential for gene expression analysis and diagnostic applications.
6868

69-
- **UH120**: Plate Handling
69+
- **UHW120**: Plate Handling
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- **Equipment**: Plate handling robot arm
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- **Description**: Connecting workflows/unit operations among automated equipment through plate transportation. It enhances workflow efficiency and integration in high-throughput laboratory environments.
7272

73-
- **UH130**: Sealing
73+
- **UHW130**: Sealing
7474
- **Equipment**: Microplate sealer
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- **Description**: Plate sealing for PCR, culturing, storing, and other applications. It ensures sample integrity and prevents contamination during storage and processing.
7676

77-
- **UH140**: Peeling
77+
- **UHW140**: Peeling
7878
- **Equipment**: Microplate peeler
7979
- **Description**: Plate cover removal after PCR, culturing, storing, and other applications. It facilitates easy access to samples while maintaining workflow efficiency.
8080

81-
- **UH150**: Capping Decapping
81+
- **UHW150**: Capping Decapping
8282
- **Equipment**: Tube capper and decapper
8383
- **Description**: Opening and closing of sample tube caps from storage. This unit operation streamlines sample handling and reduces manual labor in high-throughput settings.
8484

85-
- **UH160**: Sample Storage
85+
- **UHW160**: Sample Storage
8686
- **Equipment**: Sample storage system
8787
- **Description**: Storing DNA or cell samples, with automated sample retrieval and storage system. It ensures sample security and accessibility in large-scale experiments.
8888

89-
- **UH170**: Plate Storage
89+
- **UHW170**: Plate Storage
9090
- **Equipment**: Plate hotel
9191
- **Description**: Storing or retrieving plates with an automated system for high-throughput experiments. It improves workflow throughput with integration of automated robotic arms.
9292

93-
- **UH180**: Incubation
93+
- **UHW180**: Incubation
9494
- **Equipment**: Incubator
9595
- **Description**: Maintaining specific conditions for cells or chemical reactions to promote growth or desired reactions. It is essential for cell culture and biochemical assays.
9696

97-
- **UH190**: HT Aerobic Fermentation
97+
- **UHW190**: HT Aerobic Fermentation
9898
- **Equipment**: High throughput microbial fermentation system
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- **Description**: Process of cultivating microbial or cell cultures under oxygen-rich conditions in a parallelized, automated system. It is generally designed for small-scale (10–250mL) fermentations, optimizing conditions for microbial growth and product formation.
100100

101-
- **UH200**: HT Anaerobic Fermentation
101+
- **UHW200**: HT Anaerobic Fermentation
102102
- **Equipment**: High throughput anaerobic fermentation system
103103
- **Description**: Process of cultivating microbial or cell cultures under oxygen-free conditions in a parallelized, automated system. It is generally designed for small-scale (10–250mL) fermentations, supporting studies on anaerobic metabolism and product synthesis.
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105-
- **UH210**: Microbioreactor Fermentation
105+
- **UHW210**: Microbioreactor Fermentation
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- **Equipment**: Microbioreactor fermentation system
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- **Description**: Cultivation of microbial or cell cultures in micro-scale bioreactors (<10 mL) equipped with advanced monitoring and control capabilities. It is mainly used for high-throughput screening of strains, media, and process parameters.
108108

109-
- **UH220**: Bioreactor Fermentation
109+
- **UHW220**: Bioreactor Fermentation
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- **Equipment**: Bioreactor fermentation system
111111
- **Description**: Process of cultivating microbial or cell cultures in bioreactors (liter scale). Bioreactors can operate in batch, fed-batch, or continuous modes and are commonly used in both research and industrial settings.
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113-
- **UH230**: Nucleic Acid Fragment Analysis
113+
- **UHW230**: Nucleic Acid Fragment Analysis
114114
- **Equipment**: Nucleic acid fragment analyzer
115115
- **Description**: To separate, identify, and characterize fragments of nucleic acids based on their size. This unit operation is crucial for genetic analysis and quality control.
116116

117-
- **UH240**: Protein Fragment Analysis
117+
- **UHW240**: Protein Fragment Analysis
118118
- **Equipment**: Protein fragment analyzer
119119
- **Description**: To separate, identify, and characterize fragments of proteins for the study of structure, size, modifications, interactions, or expressions. It supports proteomics research and protein engineering.
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121-
- **UH250**: Nucleic Acid Purification
121+
- **UHW250**: Nucleic Acid Purification
122122
- **Equipment**: Nucleic acid purification system
123123
- **Description**: The process of purifying DNA or RNA from biological samples using an automated device. It ensures high purity and yield for downstream applications.
124124

125-
- **UH255**: Centrifuge
125+
- **UHW255**: Centrifuge
126126
- **Equipment**: Centrifuge
127127
- **Description**: Separating components of different densities within a liquid sample by applying centrifugal force. Used for pelleting cells, clarifying solutions, separating precipitates, and sample preparation steps in various workflows.
128128

129-
- **UH260**: Short-read Sequence Analysis
129+
- **UHW260**: Short-read Sequence Analysis
130130
- **Equipment**: Short read sequence analyzer
131131
- **Description**: Short-read-based sequencing using NGS technologies. It is essential for high-throughput genomic studies and variant detection.
132132

133-
- **UH270**: Long-read Sequence Analysis
133+
- **UHW270**: Long-read Sequence Analysis
134134
- **Equipment**: Long read sequence analyzer
135135
- **Description**: Long-read-based sequencing using platforms such as Nanopore or PacBio. It provides comprehensive insights into complex genomic regions and structural variations.
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137-
- **UH280**: Sequence Quality Control
137+
- **UHW280**: Sequence Quality Control
138138
- **Equipment**: Sequence quality control system
139139
- **Description**: Evaluating single-cell quality for single-cell analysis. It ensures data accuracy and reliability in single-cell genomics.
140140

141-
- **UH290**: LC-MS-MS
141+
- **UHW290**: LC-MS-MS
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- **Equipment**: LC-MS/MS
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- **Description**: High-performance liquid chromatography coupled with tandem mass spectrometry. Provides highly sensitive and selective quantification and structural information by separating components with LC and analyzing specific ions through two stages of mass analysis. Ideal for targeted analysis in complex matrices like biological fluids (e.g., quantifying drug metabolites, analyzing specific peptides).
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- **UH300**: LC-MS
145+
- **UHW300**: LC-MS
146146
- **Equipment**: LC-MS
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- **Description**: Liquid chromatography coupled with mass spectrometry. Separates components using LC and identifies them based on their mass-to-charge ratio. Offers better identification than LC alone but less structural info and selectivity than LC-MS/MS. Used for general profiling (e.g., metabolic profiling, identifying major components in natural extracts).
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149-
- **UH310**: HPLC
149+
- **UHW310**: HPLC
150150
- **Equipment**: HPLC
151151
- **Description**: High-performance liquid chromatography. It separates, identifies, and quantifies components in a liquid mixture using high pressure and a detector such as UV-Vis. Common for routine analysis, purity checks, and QC (e.g., analyzing active pharmaceutical ingredient purity, quantifying vitamins in supplements).
152152

153-
- **UH320**: UPLC
153+
- **UHW320**: UPLC
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- **Equipment**: UPLC
155155
- **Description**: Ultra-high-performance liquid chromatography. Similar to HPLC but uses smaller particle columns and higher pressures for significantly faster analysis times and higher resolution. Advantageous for high-throughput screening or separating complex mixtures that are difficult for HPLC.
156156

157-
- **UH330**: GC
157+
- **UHW330**: GC
158158
- **Equipment**: GC
159159
- **Description**: Gas chromatography. It separates volatile or semi-volatile compounds in their gaseous phase based on their interaction with a stationary phase. Typically uses detectors like FID or TCD. Used for analyzing volatile organic compounds, solvent purity, and flavor/fragrance profiling (e.g., analyzing aroma compounds, measuring ethanol content).
160160

161-
- **UH340**: GC-MS
161+
- **UHW340**: GC-MS
162162
- **Equipment**: GC-MS
163163
- **Description**: Gas chromatography coupled with mass spectrometry. It separates volatile components using GC and identifies them based on their mass spectra, often matched against libraries. It provides much better identification capabilities than GC alone. It is widely used in environmental analysis, forensics, and food safety.
164164

165-
- **UH350**: GC-MS-MS
165+
- **UHW350**: GC-MS-MS
166166
- **Equipment**: GC-MS/MS
167167
- **Description**: Gas chromatography coupled with tandem mass spectrometry. Offers enhanced sensitivity and selectivity compared to GC-MS by using two stages of mass analysis after GC separation. Ideal for trace analysis in complex matrices.
168168

169-
- **UH355**: SPE-MS-MS
169+
- **UHW355**: SPE-MS-MS
170170
- **Equipment**: SPE-MS/MS
171171
- **Description**: Solid-Phase Extraction (SPE) system coupled with Tandem Mass Spectrometer. Combines automated SPE for sample cleanup, concentration, and matrix removal with Tandem Mass Spectrometry for highly sensitive and selective quantification. It often used for rapid screening or targeted quantification where extensive chromatography is not needed (e.g., quantifying specific pesticide residues in food extracts after SPE cleanup).
172172

173-
- **UH360**: FPLC
173+
- **UHW360**: FPLC
174174
- **Equipment**: FPLC
175175
- **Description**: Fast protein liquid chromatography. A type of liquid chromatography optimized for the purification of biomolecules like proteins and nucleic acids, typically using lower pressures and biocompatible materials compared to HPLC. Used for preparative scale separation.
176176

177-
- **UH365**: Rapid Sugar Analyzer
177+
- **UHW365**: Rapid Sugar Analyzer
178178
- **Equipment**: Biochemical Analyzer
179179
- **Description**: Rapid quantification of specific simple sugars (e.g., glucose, sucrose, lactate) in liquid samples, typically using enzyme-based electrochemical or optical sensors. Provides faster results than chromatography for targeted analytes, commonly used in cell culture and fermentation monitoring.
180180

181-
- **UH370**: Oligomer Synthesis
181+
- **UHW370**: Oligomer Synthesis
182182
- **Equipment**: Oligomer synthesizer
183183
- **Description**: Parallel synthesis of oligomers using chemical methods for CT enzyme-based synthesis. It supports the production of custom DNA or RNA sequences for research and industrial applications.
184184

185-
- **UH380**: Microplate Reading
185+
- **UHW380**: Microplate Reading
186186
- **Equipment**: Multi-functional microplate reader
187187
- **Description**: Quantifying protein/cell activity by measuring fluorescence, OD, etc., on 96 or 384-well plates. It is essential for high-throughput screening and assay development.
188188

189-
- **UH390**: Microscopy Imaging
189+
- **UHW390**: Microscopy Imaging
190190
- **Equipment**: Microscopy
191191
- **Description**: Imaging of biological samples, such as animal cells. It provides detailed visualization for cell biology and histology studies.
192192

193-
- **UH400**: Manual
193+
- **UHW400**: Manual
194194
- **Equipment**: Manual operations
195195
- **Description**: Any general process of experiment including preparation of reagents, labware, and manual operations. It encompasses traditional laboratory techniques and procedures.
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