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Interface Mismatches Remain Key Barrier to Continuous Bioprocessing

Achieving end-to-end continuous bioprocessing without introducing surges and pooling remains a goal for biomanufacturers. As they transition from vat to hybrid or continuous processing, biomanufacturers optimize individual steps but often overlook their interfaces, creating an imbalance in the system.

“The primary barrier to end-to-end continuous biomanufacturing is often not the lack of continuous unit operations themselves. The larger challenge is integrating technologies such as perfusion culture, multicolumn chromatography, continuous viral inactivation, and continuous filtration into a coordinated manufacturing train,” Moo Sun Hong, PhD, assistant professor, Seoul National University, tells GEN.

“Our review suggests that unresolved interface mismatches between unit operations, particularly between steady upstream harvest and cyclic downstream purification, remain the dominant obstacle to achieving true end-to-end continuity,” Hong says. Interface engineering is vital to manage throughput, residence times, process robustness, and product quality across interconnected units.

One part of the study compared batch and continuous biopharmaceutical manufacturing across 10 metrics, while another considered the various degrees of continuous processing. They concluded that the advantages of continuous processing result mainly from process intensification, which, in itself, introduces new vulnerabilities such as measurement latency and uncertainty around residence time distribution.

The challenge for manufacturers is that limited coordination between upstream and downstream processing results in flow-rate mismatches. “Unit operations operate with fundamentally different dynamics,” Hong acknowledges. “Upstream perfusion generates a relatively steady harvest stream, whereas many downstream operations operate cyclically. This creates flow-rate and residence-time mismatches that often require surge tanks or hold steps. Eliminating these interruptions requires careful interface engineering, synchronization of cycle times, real-time monitoring, and coordinated control across the entire process train.”

Take a systems approach

Hong and colleagues recommend evaluating batch-to-continuous processing transitions based upon “integrated techno-economic, sustainability, and operational performance metrics rather than isolated unit-operation productivity alone.” Therefore, process engineers can design the interfaces and control strategies in a way that enables a fully-connected, automated, continuous manufacturing platform that functions in a near steady-state without the need for holding tanks between units.

In a continuous processing environment, control strategies based on process analytical technology (PAT) and digital twin technology are vital. Hong calls them “the backbone of integrated continuous manufacturing.”

Specifically, PAT provides visibility and real-time monitoring for rapid responses to process variances, while digital twins provide enhanced predictive models, as well as fault detection, optimization, and analysis. Additional automation and control architectures also should be included “…that connect sensors and programmable logic controller/supervisory control and data acquisition (PLC/SCADA) systems, as well as process data repositories, control loops, and supervisory models across the integrated process train,” the scientists advise.

“In our view,” Hong concludes, “the challenge is not simply making individual operations continuous, but making the entire manufacturing platform function as an integrated system.”

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Bioprocessing at Full Throttle

In biomanufacturing, scale has long been synonymous with success. Bigger bioreactors, larger facilities, and expanded footprints traditionally defined the path to higher output. But that paradigm is shifting with intensified bioprocessing. Today, the industry is embracing a more nuanced, efficient approach—one that prioritizes productivity over size, agility over rigidity, and integration over segmentation. Intensified bioprocessing is not just an incremental improvement; it is a fundamental rethinking of how biologics are made.

“Intensified bioprocessing aims to improve the productivity and efficiency of biomanufacturing,” explains Julie Kozaili, PhD, principal scientist at Asahi Kasei Bioprocess. “This is often achieved by designing new processes or modifying existing ones to increase output per unit time or equipment volume.”

That deceptively simple definition captures a sweeping transformation. Instead of relying on traditional batch processes, intensification often involves running at higher cell densities, integrating multiple process steps, and transitioning toward continuous or semi-continuous operations.

The implications are significant. Intensified processes can reduce facility size, minimize resource consumption, and shorten development timelines—all while maintaining or even improving product quality. For an industry under constant pressure to deliver therapies faster, these advantages are hard to ignore.

The urgency behind intensification is driven by both scientific and economic realities. Many modern therapeutics—particularly viral vectors and gene therapies—face inherent production challenges. Low yields, complex manufacturing requirements, and stringent quality standards make scaling difficult and expensive.

In viral-vector development, one of the central bottlenecks is simply producing enough material. Clinical applications often require a minimum effective dose volume, yet production systems struggle to generate sufficient yield, forcing manufacturers to concentrate limited output into small delivery formats. Legacy adherent cell culture technologies compound the problem by relying on scale-out strategies—adding more units rather than increasing efficiency—making cost reductions difficult as production expands.

Intensified bioprocessing offers a different path. It “is important because it allows manufacturers to increase capacity without new facilities, reduce equipment footprint, reduce media, buffer, and utility usage per gram of product, and shorten scale-up, tech transfer, and time-to-clinic timelines,” Kozaili says.

For companies working with unstable or complex molecules, speed can be just as important as scale. Faster processing reduces the risk of degradation and accelerates the path from development to commercialization.

Beyond cost: speed and flexibility

Although cost savings are often cited as a benefit of intensification, industry leaders emphasize that its true value lies beyond the cost of goods. “Intensified bioprocessing is less about driving down cost and more about enabling speed, flexibility, and fit,” says Mark Schofield, PhD, director of science at Cytiva. “For monoclonal antibodies in particular, the industry’s priorities are getting to launch faster, making better use of existing facilities, and being able to respond to uncertain or fluctuating demand.”

This shift in perspective reflects broader changes in the biopharmaceutical landscape. Pipelines are increasingly diverse, with smaller patient populations and more specialized therapies. Manufacturing systems must be adaptable, capable of switching between products or scaling production up and down as needed. “Intensification helps companies do all three by rethinking how processes are designed and scaled,” Schofield adds.

Companies such as Repligen are advancing upstream intensification through perfusion-based systems designed to sustain high cell densities and continuous productivity. Perfusion cell culture, a cornerstone of many intensified strategies, continuously feeds fresh media while removing waste and product, allowing cells to remain in an optimal growth state over extended periods. This approach not only improves yield but also creates a more stable and controlled production environment compared to traditional fed-batch methods. Repligen’s filtration and analytical technologies further support this shift by enabling continuous clarification and real-time monitoring, helping bridge the gap between process development and scalable manufacturing.

Beyond large platform providers, a growing number of specialized innovators are helping push intensified bioprocessing forward, particularly in high-demand areas like viral-vector manufacturing and upstream control.

Meanwhile, Batavia Biosciences is tackling one of the most persistent challenges in gene therapy: low viral-vector yields. Traditional adherent cell culture systems often require scaling out—adding more equipment rather than increasing efficiency—which drives up costs without significantly improving productivity. Batavia’s intensified approach centers on integrated solutions that combine optimized cell lines, streamlined purification processes, and novel bioreactor designs to dramatically increase output. By enabling higher yields within a smaller footprint, these strategies effectively miniaturize manufacturing, making it possible to produce clinical and commercial quantities without the need for large-scale facilities.

Together, these efforts underscore a key theme in intensified bioprocessing: innovation is not confined to a single step or technology. Instead, it is emerging across the entire workflow, from upstream cell culture to downstream purification and process analytics.

Intensified bioprocessing
On the left, rigid legacy thinking and siloed bioprocessing models dominate a complex industrial environment. On the right, intensified bioprocessing enables agile, integrated systems where collaborative teams continuously test, optimize, and scale innovative manufacturing solutions. [Image generated with Google Gemini]

Real-world applications

The promise of intensified bioprocessing is being realized through a growing ecosystem of technologies. Asahi Kasei Bioprocess, for example, has developed solutions that support intensification at multiple stages. “We support intensified bioprocessing across upstream and downstream operations,” Kozaili explains, pointing to innovations such as hollow-fiber microfilters for high-intensity cell culture clarification and advanced virus filtration systems designed for continuous processing.

These technologies are engineered to handle the increased throughput associated with intensified upstream processes. High-density cultures generate larger volumes of product, which must be efficiently clarified, purified, and stabilized without compromising quality.

CRB Horizons: Life Sciences Report chart
Continuous implementation is a key element of intensified bioprocessing, and a company’s size impacts its key challenges. [CRB Horizons: Life Sciences Report]

Downstream, continuous virus filtration systems can operate at low flux over extended periods while maintaining robust viral clearance. Inline buffer formulation systems further streamline workflows by eliminating the need for large storage tanks and ensuring consistent buffer quality in real time.

Automation and integration are also key components. New ultrafiltration and diafiltration systems are being designed for flexibility, allowing them to be deployed upstream or downstream and enabling seamless process integration.

Designing for intensification

Though technology is a crucial enabler, successful intensification requires more than just new equipment. It demands a holistic approach to process and facility design. “At CRB, our role is to help clients translate emerging process concepts into facilities that are safe, operable, and scalable,” says John Rubero, senior fellow in purification bioprocessing.

One of the defining characteristics of today’s intensification efforts is that they are often partial or hybrid implementations. Fully continuous, end-to-end processes remain relatively rare. Instead, manufacturers are adopting elements of intensification—such as integrating continuous perfusion with multi-column capture chromatography—within otherwise traditional workflows. This incremental approach allows companies to realize benefits without fully overhauling their operations. It also provides a pathway for future evolution as technologies mature.

Despite its advantages, intensified bioprocessing is not without challenges. One of the most significant is bridging the gap between process development and commercial-scale implementation. “While the practice of linking unit operations together is largely accepted, real-time control of an end-to-end continuous process remains challenging,” Rubero explains.

In traditional batch processes, control strategies are relatively straightforward because lot traceability is easy to maintain. But intensified systems—especially continuous ones—require real-time monitoring and advanced control strategies to ensure process stability and product quality.

“It is not realistic or necessary to find and assign a sensor to monitor each critical process parameter or critical quality attribute,” Rubero says. “Instead, a combination of direct measurements, soft sensors, multivariate models, and process understanding is required for effective process control.”

So, the industry is moving toward integrated approaches that combine process analytical technology (PAT) with mechanistic and data-driven models. These systems enable more sophisticated monitoring and control but are still evolving in terms of reliability and adoption.

Operational barriers

Technical challenges are only part of the equation. Intensification also requires a shift in mindset—one that can be difficult for organizations accustomed to established manufacturing paradigms. “In many cases, the technologies are either new or have novel applications, creating a learning curve,” Kozaili acknowledges.

Training gaps, operational changes, and resistance to new approaches can slow adoption. Teams must adjust not only their processes but also their thinking, moving away from long-standing practices toward more dynamic, integrated systems.

As Schofield notes, “adopting new approaches inevitably comes with skepticism.” Externally, there can be hesitation to move away from established technologies. Internally, organizations might question how intensified solutions might impact existing product lines. Those discussions, however, are part of the transition.

Despite these challenges, momentum is building. As intensified technologies demonstrate their value in real-world applications, resistance is gradually diminishing. “Over time, evidence and adoption speak for themselves,” Schofield says.

Kozaili emphasizes the importance of organizational alignment. “We had to change the company’s established mindset by securing support to develop these technologies and clearly show the value of these approaches,” she explains.

Collaboration also plays a key role. For technology providers, working closely with customers to test and refine solutions helps build confidence and accelerate adoption. “For our customers, it’s about finding the right partners to test the technologies, while providing appropriate feedback for improvement,” Kozaili adds.

Looking ahead, the trajectory of intensified bioprocessing is clear. Purpose-built facilities designed specifically for intensified operations will become more common, replacing retrofitted batch plants that struggle to accommodate new workflows, because intensified bioprocessing is no longer a niche concept reserved for early adopters. It is rapidly becoming a central pillar of modern biomanufacturing strategy.

The post Bioprocessing at Full Throttle appeared first on GEN – Genetic Engineering and Biotechnology News.

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Self-esteem and inner strengths: a network study in Thai university students with borderline personality disorder symptoms

IntroductionSelf-esteem is widely regarded as an important construct in the psychological functioning of individuals with borderline personality disorder (BPD) symptoms. During emerging adulthood, fluctuations in self-esteem are often linked to emotional dysregulation and maladaptive adjustment; however, self-esteem has rarely been examined within a broader system of culturally relevant psychological resources. Drawing on the Theravāda Buddhist framework of the Ten Pāramīs, inner strengths may represent protective resources that can be examined alongside self-esteem to clarify how these strengths co-occur among students experiencing BPD symptoms.MethodsThe present study employed a regularized psychological network approach to investigate partial associations between self-esteem and Ten Pāramī–based inner strengths among Thai university students screening positive for BPD symptoms. Participants were 346 Thai university students (25.4% male, 74.6% female; mean age = 21.60 ± 2.24 years) identified using a standardized BPD screening instrument. Inner strengths included Truthfulness, Perseverance, Wisdom, Generosity, adherence to the Five Precepts, Meditation, Tolerance, Equanimity, Determination, and Loving-kindness.ResultThe estimated network showed a predominantly positive pattern of partial associations among strengths. The strongest edge was observed between Generosity and Loving-kindness, and links between self-esteem and Determination (and Equanimity) were among the most consistently estimated associations (based on bootstrap confidence intervals). Centrality indices were examined descriptively; however, case-dropping bootstrap results indicated very limited stability of centrality estimates (CS(cor = 0.7) = 0.13 for strength and expected influence), and centrality rankings were therefore treated as strictly exploratory. Discussion: Although some negative partial associations were estimated (e.g., involving Truthfulness, Perseverance, and Equanimity), their precision was limited and such patterns should be treated as exploratory. Exploratory gender-stratified analyses suggested that the strongest edges were similar in the female subsample, whereas the male subsample yielded a sparse/near-empty regularized network, limiting inference regarding gender differences. Given the cross-sectional design, all associations are interpreted as conditional co-occurrence rather than directional or causal effects.ConclusionOverall, these findings highlight a small set of robust co-occurring inner strengths linked to self-esteem in Thai university students with BPD symptoms and provide a culturally informed basis for hypothesis generation regarding strengths-based skills cultivation and supportive interventions in university settings.

Disrupted self-referential processing and empathy-based interventions in mental disorders: neural mechanisms, cognitive biases, and therapeutic integration

Self-referential processing (SRP), the mental activity of linking experiences and stimuli to the self, is fundamental to shaping identity, regulating affect, and navigating complex social environments. Disruptions in SRP are increasingly recognized as a transdiagnostic hallmark across psychiatric disorders, including schizophrenia spectrum disorders, major depressive disorder, and anxiety disorders. Such disruptions often manifest as distorted self-perception, negative cognitive-affective biases, and dysfunctional connectivity within key neural networks, particularly the default mode network (DMN) and the medial prefrontal cortex (mPFC). Emerging evidence reveals a dynamic bidirectional relationship between SRP and empathy. Impairments in self-processing may hinder the capacity to accurately infer others’ emotional and cognitive states, while deficits in empathic attunement may reinforce maladaptive self-focus. This interplay contributes to social withdrawal, interpersonal dysfunction, and emotional dysregulation across diagnostic boundaries. Recent therapeutic advances suggest that interventions targeting the interface between SRP and empathy may effectively modulate shared neurocognitive mechanisms. Such interventions include metacognitive therapy, mindfulness-based interventions, and psychedelic-assisted psychotherapy. These therapeutic approaches show preliminary but promising evidence for reducing maladaptive self-focused attention, enhancing emotion regulation, and improving social functioning. This review synthesizes empirical evidence regarding the neural underpinnings of SRP, delineates disorder-specific alterations in self-referential processing, and examines the bidirectional interplay between SRP and empathic functioning. We further outline a conceptual framework for empathy-based interventions targeting SRP dysfunction and propose future directions for precision psychiatry research. Emphasis is placed on developing personalized, mechanism-driven therapeutic strategies informed by computational modeling, transdiagnostic biomarker identification, and digital therapeutic platforms.
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Effects of Balint group combined with mindfulness-based stress reduction on humanistic care ability and psychological resilience among obstetric nurses

BackgroundHumanistic care competence and psychological resilience are essential for improving nursing quality, particularly in high-stress specialties such as obstetrics. However, effective interventions that simultaneously enhance both interpersonal and intrapersonal capacities among nurses remain limited.MethodsA total of 87 obstetric nurses from a tertiary hospital in Hebei Province, China, were enrolled and allocated into three groups: a combined Balint group and mindfulness-based stress reduction (MBSR) intervention group, a Balint group, and a control group (n = 29 each). The intervention was conducted over 8 weeks. Outcomes, including humanistic care competence, empathy, emotional intelligence, and psychological resilience, were measured at baseline, post-intervention, and 6-week follow-up using validated Chinese versions of standardized scales. Data were analyzed using repeated-measures analysis.ResultsThe combined intervention group showed significantly greater associations with improvements in all outcomes compared with the Balint and control groups (all P < 0.001). Empathy, humanistic care competence, emotional intelligence, and psychological resilience were significantly higher after the intervention and continued to show positive trends at follow-up. Although the Balint group alone also demonstrated moderate improvements, the combined intervention consistently produced stronger and more sustained associations.ConclusionThe integration of Balint group and MBSR interventions eff is associated with enhanced psychological resilience and humanistic care competence among obstetric nurses. This study builds on previous research by examining the combined effect of reflective and mindfulness-based approaches in a specific clinical population, providing evidence for a feasible strategy to improve nurses’ professional quality and mental well-being.