Business
Revolutionizing Single-Cell RNA-seq With Automated Cell Counters: Insights From Logos Biosystems
Despite its relative newness, single-cell RNA sequencing (scRNA-seq) has become an essential component of modern biological research.
It can be used to characterize abnormal cell populations, discover and analyze rare cell cellular map networks, and discover subtle yet notable heterogeneities.
scRNA-seq has come a long way since its origins in next-generation sequencers from the late 1990s. While traditional sequencing methods measure a bulk of a cell population to determine its “average genome,” scRNA-seq is significantly more precise. It locates and extracts genomes from individual cells, using each cell to tell part of the genetic story of a greater whole.
Although single-cell sequencing provides valuable information, the process has several drawbacks depending on the method used.
For example, Laser Capture Microdissection (LCM) uses a laser to isolate target cells from a complete solid tissue sample located on a microscope slide. This approach is quick, reliable, and also usable on intact tissues, but it requires the user to identify target cells through visual inspection of their morphology. Cells can also be damaged in the process.
Other methods, like Magnetic-Activated Cell Sorting (MACS) or Fluorescence-Activated Cell Sorting (FACS), come with positives and negatives. Regardless of the approach, advancements in single-cell sequencing technology require significant time and investment, making access to newer and more efficient technologies a barrier to progress.
Overcoming Obstacles With Technological Advancement
When manually counting cells in scRNA-seq analysis, adequately going through each cell can take a huge amount of time and resources. This process also has a high margin of error, sometimes making it difficult to justify the effort.
Moreover, when cell counts are inaccurate for scRNA-seq analysis, overall data quality becomes less reliable, making the research outcomes less reliable and further exacerbating the original issues of time and cost.
With so much time and capital going toward this research, the data it produces should be worthwhile. However, the quality of the data ultimately relies on the quality of the sample before processing, which is where Logos Biosystems and their LUNA-FX7 Automated Cell Counter come in.
Enhancing Research Capabilities
Logos Biosystems is a leader in automated cell counting technology and scRNA-seq analysis and is known for developing the award-winning LUNA Cell Counter family.
Founded in 2008, the company has lived up to its motto of “seeing beyond the cell” by working to improve human health through imaging solutions that help researchers gather quality data in a timely fashion.
Their LUNA series of cell counters specializes in improving research accuracy and efficiency by allowing scientists to spend less time dealing with the monotony of cell counting and more time making valuable observations and implementing solutions.
The LUNA-FX7 Automated Cell Counter gives precise and reliable cell counts. It improves the quality of scRNA-seq analysis and takes less time than other automated counters.
This device has many invaluable features, such as increased size for sample throughput, an expanded cell concentration range, built-in QC software, validation slides for fluorescence, and brightfield to allow for daily QC monitoring and reporting.
Incorporating an automated cell counter like the LUNA-FX7 more broadly in scRNA-seq would improve research outcomes and accelerate scientific discoveries. Having machines take care of menial tasks frees up time for scientists and researchers to use their critical and creative thinking skills to push progress in their respective fields forward in ways machines couldn’t do alone.
Applications for automated cell counting technology are almost limitless, including research into developmental studies, immunology, oncology, neurobiology, diabetes, microbiology, and much more. Being able to quickly and precisely profile, identify, classify, and discover rare or new cell types from across the human body allows greater insight into these disciplines and what they can do for human health and growth.
The exciting future of single-cell RNA sequencing lies in the seamless integration of these automated technologies. As they become more widely adopted, they will pave the way for more innovative discoveries that could shape the understanding of biology and medicine. With technologies like Logos Biosystems’ LUNA-FX7, the question of whether the scientific community can see transformative discoveries is now mute as it continues to work to enhance precision and efficiency in cell evaluation, which is vital for scRNA-seq experiments to be successful to not only advance science but also improve human health and well-being on a global scale.
Business
Private Listings by Harold X. Clarke: A New Approach to Fine Real Estate
Byline: Andi Stark
Private Listings by Harold X. Clarke, a real estate platform operating across Hawaii, is rewriting how properties are bought and sold in the region. Unlike larger firms reliant on public listings and mass marketing, Private Listings’ strategy prioritizes personalization, privacy, and meticulous curation of ultra-high-end, off-market properties, including oceanfront estates, gated community residences, and architectural masterpieces.
Harold Clarke, founder of Private Listings, describes their method as one that rejects “cookie-cutter solutions in favor of understanding the nuances of both buyers and sellers.” This approach has resonated with ultra-high-net-worth individuals (UHNWIs) seeking refined and discreet real estate transactions.
The Hawaiian real estate market remains a hub for global investors, with the median price for a single-family home in the state reaching $900,000 in 2024, according to the Hawaii Association of Realtors. Within this competitive landscape, Private Listings is building up to be a trusted name for properties that extend beyond luxury into generational investments.
Challenging the Industry Norms
Private Listings deliberately avoids the conventions of large-scale real estate firms. By focusing on fewer, higher-value properties, the company ensures that each transaction is treated with the same level of care and confidentiality.
Public listing platforms, while effective for broader markets, often expose sellers to unnecessary attention or unqualified inquiries. For Clarke, this model is misaligned with the needs of UHNWIs. “Privacy isn’t a luxury for our clients—it’s a necessity,” Clarke explains.
This philosophy has led Private Listings to handle some of Hawaii’s most significant real estate transactions, including off-market properties valued at over $40 million. Its success is not measured by the volume of listings but by the depth of trust built with clients, many of whom return for subsequent transactions.
Adapting to Changing Client Demands
While Private Listings maintains a foundation of traditional practices, the firm also recognizes the evolving needs of its clientele. The global real estate market is increasingly influenced by concerns over digital security, with a 15% rise in data breaches targeting high-net-worth individuals in the past three years, according to cybersecurity firm NortonLifeLock.
To address these risks, Private Listings employs rigorous screening for potential buyers and uses secure platforms for communication and transactions. The firm’s “by invitation only” model ensures that clients remain protected from the pitfalls of public exposure. Clarke notes, “Our goal is not just to sell homes but to create an environment where clients feel safe and confident during every step of the process.”
The Human Element in Real Estate Transactions
Despite advancements in technology, Private Listings firmly believes that real estate transactions cannot be reduced to algorithms or automation. Unlike firms that depend heavily on online data aggregation, Private Listings emphasizes human connection and insight.
The company’s sales strategy integrates personalized client interactions, in-depth market analysis, and years of experience navigating Hawaii’s unique real estate ecosystem. Clarke’s background in managing family assets and his global perspective is significant in shaping this essence.
Future Directions for Private Listings by Harold X. Clarke
As Hawaii continues to attract global attention, Private Listings aims to expand its influence within the state while maintaining its core principles. The company is currently developing a new platform to streamline services for UHNWIs, blending their demand for discretion with seamless access to Hawaii’s finest off-market properties.
Additionally, Private Listings is strengthening its ties with local communities, recognizing that sustainable growth benefits both the company and the islands’ ecosystems.
Private Listings by Harold X. Clarke has set itself apart in Hawaii’s real estate scene by moving away from the typical mass-market approach. Through a mix of traditional values and modern sensibilities, the firm continues to define what it means to transact ultra-high-value properties with integrity and care.
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