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Home > R & D PC configuration example (Tegsys) > Machine for integrated mass spectrometry and RNA-Seq analysis

Machine for integrated mass spectrometry and RNA-Seq analysis

2025 January 6 TEGARA Co., Ltd. Research workstation, Chemical, Medicine / Nursing / Pharmacy, Biology / Agriculture, Informatics, R & D PC configuration example (Tegsys), News from TEGARA

Case studies from customers involved in bioinformatics researchNo.PC-11212After reading the article, they came to us for advice on which workstation to use for mass spectrometry data analysis.
We plan to mainly use Agilent's Mass Hunter and Mass Profiler Professional, with a budget of around 100 to 150 million yen.

Additionally, the use of MS-DIAL, MS-Finder, SIMCA, and multi-omics analysis packages is also anticipated, and in the future, a configuration that can handle integrated analysis with RNA-Seq analysis data is desired.
Based on No. PC-11212, we have received a request with the following conditions.

OS: Windows only
Memory: 128GB or more
CPU: Number of cores is important within budget
Storage configuration is as per example
Wi-Fi functionality is also required

Based on the information you provided, we proposed the following structure:

CPU Intel Xeon W7-3565X 2.50GHz (up to 3.0GHz at TB4.8) 32C/64T
memory Total 256GB DDR5 5600 REG ECC 32GB x 8
Storage 1 2TB SSD M.2 NVMe Gen4 (No RAID)
Storage 2 2TB SSD M.2 NVMe Gen4 (No RAID)
Storage 3 16TB HDD S-ATA
Video NVIDIA RTX A400 4GB (MiniDisplayPort x 4)
network on board (1GbE x 1 / 10GbE x 1)
Housing + power supply Mid-tower chassis 1000W 80PLUS PLATINUM
OS Microsoft Windows 11 Professional 64bit
Others(1) TPM module
Others(2) Built-in wireless LAN/BT

Mainly used by customersMass HunterandMass Profiler Professionalis responsible for everything from mass spectrometry data acquisition to multivariate analysis.Highly functional analysis software.
Mass Hunter requires 16GB or more of memory, a multi-threaded CPU, and a 1GbE or 10GbE network connection.

Reference: Agilent Technologies official website
MHRequirements_EN

Considering the above requirements and the request for "emphasis on number of cores", this configurationXeon W7-3565X 32 cores 64 threadsと256GB memoryIt has sufficient processing power and future memory expandability.

Wi-FiThe wolf pack,Large storage capacityEquipped with a wide range of equipment, it is ideal for university and corporate laboratories.A system suited to a variety of sitesis finished.

Performance design suitable for large-scale analysis

In analyses that require high computational loads and handle large amounts of data, such as mass spectrometry and RNA-Seq,The balance between CPU performance and memory capacity is important.
High CPU performance allows complex calculations to be completed in a short amount of time, and sufficient memory capacity allows parallel processing while holding a large amount of data.
*In fields that handle large amounts of data, such as bioinformatics and machine learning, memory capacities of 128GB to 256GB are increasingly being chosen. (As of June 2025)

Equipped with a 32-core high-performance CPU and 256GB memory, it is suitable for large-scale analysis.Achieve stable processing and efficient work progress international success.

It is designed to be flexible enough to handle the different computational loads imposed by each analysis software, such as multivariate analysis tools such as SIMCA and omics integrated analysis with RNA-Seq data.
The stable operating environment allows you to use it with peace of mind in your daily research.

For those who are active in these fields

  • Metabolomic analysis
  • トランスクリプトーム解析
  • Biomarker Discovery
  • Food Functionality Evaluation
  • environmental chemical analysis

This workstation is designed not only to accelerate analysis processing, but also to provide flexibility and stability.
We are also flexible in responding to customizations based on the parts you want to focus on and future operational policies. Please feel free to contact us even if you have requests that are not included in the contents listed here.

Keyword

[Phase 1: Data acquisition and preprocessing]

・What is Mass Hunter?

Gaussian is a computational chemistry software developed by Gaussian in the United States.
Qualitative and quantitative processing of LC/MS and GC/MS is performed using mass spectrometry data acquisition and analysis software provided by Agilent.

reference:Agilent Technologies Official Website *Jumps to an external site

・What is MS-DIAL?

It imports data from LC-MS, GC-MS, etc., and performs peak detection, noise removal, and quantitative analysis.
Supports a variety of formats, not just Agilent.

reference:Riken MS-DIAL Official *Jumps to an external site

[Phase 2: Structural analysis]

What is MS-Finder?

Free structural analysis software to estimate compound structures from MS/MS spectra based on peak lists and spectrum information extracted by MS-DIAL.
Database matching and fragment analysis are also supported.

reference:RIKEN PRIMe *Jumps to an external site

[Phase 3: Multivariate analysis and statistical processing]

・What is Mass Profiler Professional?

Statistical analyses such as biomarker discovery and intergroup comparisons were performed based on the quantitative data processed by Mass Hunter.

reference:Agilent Technologies Official Website *Jumps to an external site

・What is SIMCA?

Using quantitative data obtained from MS-DIAL and other software, visual multivariate analysis such as PCA and PLS is performed.
Can be used widely regardless of device or manufacturer.

reference:Sartorius official website *Jumps to an external site

[Phase 4: Integrated analysis/visualization]

・What is the multi-omics analysis package?

Mass spectrometry data is integrated with other omics information such as RNA-Seq and visualized as metabolic pathways and networks.
A set of analysis tools that enable understanding of the overall picture by combining various analysis results.

reference:Shimadzu Corporation Analytical and Measuring Instruments Official Website *Jumps to an external site

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Machine for integrated mass spectrometry and RNA-Seq analysis

* Please enter the name of the case or your desired conditions.


  • Bioinformatics
  • RNA

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