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Revolutionizing Single-Cell RNA-seq With Automated Cell Counters: Insights From Logos Biosystems

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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.

Making Research Matter

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.

 

Rosario is from New York and has worked with leading companies like Microsoft as a copy-writer in the past. Now he spends his time writing for readers of BigtimeDaily.com

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Business

Scaling Success: Why Smart Habits Beat Growth Hacks in Modern eCommerce

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There’s a romanticized image of the eCommerce founder: a daring risk-taker chasing the next big idea, fueled by late-night caffeine and last-minute inspiration. But the reality behind scaled, sustainable brands tells a different story. Success in digital commerce doesn’t come from chaos or clever hacks. It comes from habits. Repetitive, structured, often unglamorous habits.

Change, a digital platform created by eCommerce strategist Ryan, builds its entire philosophy around this truth. Through education, mentorship, and infrastructure, Change helps founders shift from scrambling for quick wins to building strong systems that grow with them. The company doesn’t just offer software. It provides the foundation for digital trade, particularly for those in the B2B space.

The Habits That Build Momentum

At the heart of Change’s philosophy are five core habits Ryan considers non-negotiable. These aren’t buzzwords; they’re the foundation of sustainable growth.

First, obsess over data. Successful founders replace guesswork with metrics. They don’t rely on gut feelings. They measure performance and iterate.

Second, know your customer deeply. Not just what they buy, but why they buy. The most resilient brands build emotional loyalty, not just transactional volume.

Third, test fast. Algorithms shift. Consumer behavior changes. High-performing teams don’t resist this; they test weekly, sometimes daily, and adapt.

Fourth, manage time like a CEO. Every decision has a cost. Prioritizing high-impact actions isn’t optional; it’s survival.

Fifth, stay connected to mentorship and learning. The digital market moves quickly. The remaining founders are the ones who keep learning, never assuming they know it all. 

Turning Habits into Infrastructure

What begins as personal discipline must eventually evolve into a team structure. Change teaches founders how to scale their systems, not just their sales.

Tools are essential for starting, think Notion for documentation, Asana for project management, Mixpanel or PostHog for analytics, and Loom for async communication. But tools alone don’t create momentum.

Teams need Monday metric check-ins, weekly test cycles, customer insight reviews, just to name a few. Founders set the tone by modeling behavior. It’s the rituals that matter, then, they turn it into company culture.

Ryan puts it simply: “We’re not just building tools; we’re building infrastructure for digital trade.”

Avoiding the Common Traps

Even with structure, the path isn’t always smooth. Some founders over-focus on short-term results, chasing vanity metrics or shiny tactics that feel productive but don’t move the needle.

Others fall into micromanagement, drowning in dashboards instead of building intuition. Discipline should sharpen clarity, not create rigidity. Flexibility is part of the process. Knowing when to pivot is just as important as knowing when to persist.

Scaling Through Self-Replication

In the end, eCommerce scale isn’t just about growing a business. It’s about repeating successful systems at every level. When founders internalize high-performance habits, they turn them into processes, then culture, then legacy.

Growth doesn’t require more motivation. It requires more precision. More consistency. Your calendar, not your to-do list, is your business plan.

In a space dominated by noise and novelty, Change and its founder are quietly reshaping the conversation. They aren’t chasing trends but building resilience, one habit at a time.

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