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Research Article
Tengis Tschaidse1,2, Marcel P. Trefny1, Emanuele Carlini1, David Andreu-Sanz1, Stefanos Michaelides1, Ngoc Thien Thu Nguyen1,3, Sebastian Kobold1,3,4,5
1Division of Clinical Pharmacology,LMU University Hospital, 2Department of General, Visceral and Transplantation Surgery,LMU University Hospital, 3German Cancer Consortium (DKTK), Partner Site Munich, a partnership between the DKFZ and the University Hospital of the LMU, 4German Center for Lung Research (DZL), 5Einheit für Klinische Pharmakologie (EKLiP), Helmholtz Zentrum München - German Research Center for Environmental Health Neuherberg
Erratum Notice
Important: There has been an erratum issued for this article. View Erratum Notice
Retraction Notice
The article Assisted Selection of Biomarkers by Linear Discriminant Analysis Effect Size (LEfSe) in Microbiome Data (10.3791/61715) has been retracted by the journal upon the authors' request due to a conflict regarding the data and methodology. View Retraction Notice
This protocol presents an impedance-based real-time assay to quantify CAR T cell serial killing capacity and persistence under chronic antigen stimulation, incorporating a plate-washing method for cost-effective reuse of assay plates.
Chimeric antigen receptor (CAR) cell therapy has revolutionized the treatment of specific hematologic malignancies. However, a significant portion of patients experience relapse because of antigen loss, antigen downregulation, or T cell exhaustion. These challenges highlight the need for functional assays that can evaluate the killing capacity and persistence of CAR T cells under chronic antigen stimulation. Serial killing assays, which measure the ability of CAR T cells to repeatedly eliminate tumor targets, offer valuable insights into the durability and potency of CAR T cell responses.
Here, we present an impedance-based assay using the Real-Time Cell Analysis (RTCA) system to quantify CAR T cell-mediated serial killing in vitro. Tumor cells are repeatedly seeded and allowed to adhere to assay-specific E-plates before the addition of CAR T cells at defined effector-to-target (E:T) ratios. The platform continuously monitors tumor cell viability without labels, capturing dynamic cytotoxicity with high temporal resolution. Core readouts include Cell Index (CI) kinetics, tumor-cell killing rate, and time-to-target clearance. The progressive decline in killing capacity observed upon repeated tumor-target engagements serves as a marker of acquired CAR T cell dysfunction, often termed T cell exhaustion. Together, these metrics allow precise evaluation of CAR T cell function at various E:T ratios and enable direct comparison among different CAR T cell constructs or co-treatments over time.
To enhance cost efficiency, we developed a plate-washing procedure that enables the reuse of assay E-plates without compromising assay performance or data integrity. The optimized workflow reduces assay cost while preserving analytical robustness. This approach enables affordable and scalable preclinical assessment of CAR T cell function, facilitating improvements in cell-therapy design.
Chimeric antigen receptor (CAR) T cell therapy has revolutionized cancer immunotherapy with remarkable clinical success across multiple hematologic malignancies such as chronic lymphoid leukemia, acute lymphoblastic leukemia, large B-cell lymphoma and multiple myeloma1,2,3,4,5. Since the first regulatory approvals, the number of CAR T cell products and treated patients has expanded steadily6. Depending on the specific product and clinical indication, typical infusion doses range from approximately 2 × 106to 5 × 108CAR+ T cells per patient7. High infusion doses are necessary to achieve effective tumor clearance and long-term disease control, but are associated with clinical and practical challenges. Large cell numbers may increase the risk of serious side effects like cytokine release syndrome (CRS) and immune effector cell-associated neurotoxicity syndrome (ICANS), both of which can be dose-dependent8. In addition, manufacturing sufficient numbers of functional CAR T cells is challenging from heavily pretreated or lymphodepleted patients, and the process can be logistically demanding and costly for treatment centers9.
Despite these challenges, CD19-targeted CAR T cell therapies achieve 70%-90% complete remission rates in patients with relapsed or refractory B-cell malignancies, demonstrating a transformative clinical impact10,11,12. However, CAR T cell therapy faces relevant challenges that limit its long-term efficacy. Key obstacles include antigen loss or downregulation, insufficient CAR T cell persistence and functional exhaustion9. CAR T cell exhaustion - characterized by decreased proliferative capacity, impaired anti-tumor activity, and poor persistence - represents a vital cause of nonresponse and relapse13. Exhausted CAR T cells come with reduced effector function, persistent expression of inhibitory receptors, and defective cytokine production due to chronic antigen exposure and immunosuppressive tumor microenvironments14. Clinical studies have demonstrated that loss of functional CAR T cell persistence is associated with an increased risk of relapse11,15,16,17. Because prolonged in vivo activity appears to be a major predictor of therapeutic success, understanding the durability and sustained killing capacity of CAR T cell products is an important goal in both preclinical and translational research. Of particular interest is the ability of CAR T cells to repeatedly recognize and lyse tumor cells over extended periods - so called 'serial killing' - as this property provides a functional measure of persistence and resistance to exhaustion18.
This article provides a detailed protocol for performing serial killing assays using the xCELLigence Real-Time Cell Analysis (RTCA) impedance platform, including an optional washing procedure that enables re-use of assay plates, further referred to as E-plates, thus improving cost-efficiency without compromising assay performance. The rationale for developing such a protocol arises from limitations in conventional cytotoxicity assays, which typically offer only static, endpoint readouts. Common approaches, such as chromium-51 release, lactate dehydrogenase (LDH) assays, or flow cytometry-based viability assays require labels, involve labor-intensive workflows, and are limited to defined time points18,19. More importantly, they cannot easily capture dynamic killing kinetics over prolonged stimulation or multiple rounds of antigen exposure, a situation directly linked to CAR T cell persistence and functional exhaustion18.
The xCELLigence RTCA platform addresses these gaps by providing label-free, real-time, kinetic monitoring of target cell viability via electrical impedance20. Adherent tumor target cells are seeded on gold microelectrode-coated E-plates, where their attachment and proliferation increase the measured impedance, reported as the Cell Index (CI)21. Upon CAR T-mediated killing, target cells are killed and detach, leading to a rapid drop in impedance20. This real-time readout allows continuous assessment of cytotoxicity over hours or days without the need for any additional labels or reagents22. CAR T cells, being non-adherent, do not contribute to the impedance signal, allowing for a clean separation of effector and target readouts23. Because data are recorded continuously, researchers can conduct multi-round stimulation protocols where CAR T cells are repeatedly transferred and exposed to fresh tumor target cells, allowing direct measurement of how killing capacity evolves over time24. This mimics the repeated antigen encounters CAR T cells experience in vivo and provides a functional readout of their cytotoxic capacities.
This impedance-based serial killing assay is ideally suited for researchers evaluating CAR T cell function in preclinical settings, including construct optimization, functional comparisons, and potency testing. This protocol requires the xCELLigence RTCA system and the use of E-Plate 96. While broadly applicable to adherent tumor models, it is not directly suited for suspension cultures without immobilization or tethering strategies. Because impedance measurements alone reflect only target-cell adherence and viability, complementary analyses such as flow cytometry or cytokine assays are recommended to fully characterize CAR T cell activation, proliferation, and exhaustion dynamics. The protocol includes designated steps that allow harvesting of cells and supernatants for these additional readouts, enabling a more comprehensive assessment of CAR T cell functionality.
NOTE: This protocol has been optimized for the E-Plate 96 and requires the xCELLigence RTCA system. Adherent tumor cells are seeded overnight in advance to reach the logarithmic growth phase at the time of CAR T cell addition. Depending on the tumor cell line and seeding density, this interval may be shortened to 6 - 9 h, allowing same-day effector addition. If the latter workflow is performed, the nominal day-by-day timeline described in the protocol is altered, and users should adapt the schedule accordingly. Co-cultures are maintained for 48 h before CAR T cells are transferred onto freshly plated tumor cells, requiring two plate positions on the xCELLigence instrument and alternating tumor cell plating and effector addition every other day. CAR T cells should be generated according to institutional SOPs or established protocols. Briefly, peripheral blood T cells are isolated under approved ethical standards, transduced under appropriate biosafety conditions, and assessed for transduction efficiency and viability by flow cytometry or equivalent QC assays. xCELLigence assays should not be performed when CAR transduction efficiency is below 20%, as lower efficiencies may lead to increased background and unspecific killing by untransduced cells, which can distort tumor growth curves. All cell handling should be performed under sterile conditions in a laminar flow hood. Media can be used to the laboratory's standard or as recommended by the supplier. Unless specified otherwise, cells are incubated at 37 °C in a humidified atmosphere containing 5% CO₂. While optimized for CAR T cells, this method can also be applied to other suspension-based effector cells and adherent targets.
1. Preparation and blanking (Day 1)
2. Round 1: Tumor cell seeding (Day 1)
3. Round 1 : CAR T cell treatment (Day 2)
4. Round 2 : Tumor cell seeding (Day 3)
5. Round 2 : CAR T cell transfer to second E-plate (Day 4)
6. Continuation of serial killing assay (Days 5 - 10 and beyond)
7. Data collection and E-plate handling
8. Optional: E-plate washing for reuse
NOTE: This optional step allows reuse of xCELLigence E-plates to reduce experimental costs. Reuse is only recommended if the electrical properties of the E-plate remain stable across experiments and until individual wells fall within the acceptable baseline range. Follow all safety procedures, especially when handling sodium hydroxide (NaOH). Visually inspect E-plates after washing to detect potential faults in the electrodes.
Successful execution of the protocol yields reproducible impedance-based readouts that reflect tumor cell viability and CAR T cell cytotoxicity over time. Cell growth and cytotoxicity were assessed using the commercial RTCA system. Data were expressed as normalized cell index (NCI), calculated by dividing the CI at each time point by the CI at a selected normalization time. The normalization time is set immediately before the addition of effector cells. Time to clearance is defined as the interval until NCI reaches zero following effector addition. NCI is calculated by the RTCA software and can be exported for further analysis, including killing rate and time to clearance, using statistical software such as GraphPad Prism. Representative NCI curves were generated to visualize cytotoxic kinetics. Further details on calculation principles are available elsewhere25.
In a representative experiment, CAR T cells engineered with a second-generation CAR and an additional chimeric cytokine receptor (CCR) maintained robust lytic potential across multiple rounds of tumor challenge when co-cultured with BxPC-3 pancreatic cancer cells, while CAR T cells without the CCR lost killing capacities after round 02 (Figure 1). Tumor cells were reintroduced every 48 h, and the gradual decline in NCI following each stimulation cycle confirmed the sustained killing capacity of effector cells. In a comparative experiment, two CAR T cell constructs were evaluated for their ability to sustain cytolytic activity over repeated antigen challenges (Figure 2). While one construct exhibited a loss of killing capacity after the fourth stimulation, the other maintained robust tumor clearance through the fifth round, illustrating how the assay distinguishes CAR designs with different persistence profiles.
Conversely, suboptimal outcomes may arise from technical or biological factors. For example, when CAR T cells were administered together with a compound that interfered with impedance measurements, the CI dropped below zero immediately upon addition, producing an artifact that prevented meaningful analysis (Figure 3). Such results highlight the importance of validating potential assay interferences prior to experimental readout. Similarly, when non-adherent tumor cell lines are tested without immobilization strategies, the lack of adhesion prevents CI from rising after seeding, resulting in traces that cannot be used for cytotoxicity analysis.
Together, these examples illustrate the range of outcomes that can occur when applying the protocol and provide benchmarks for distinguishing between successful and suboptimal experiments. Positive readouts in Figure 1 and Figure 2, confirm that CAR T cells are capable of sustained cytotoxic activity in a serial killing setting, whereas negative outcomes, such as shown in Figure 3, indicate technical limitations or inappropriate experimental conditions that require adjustment.

Figure 1. Sustained serial-killing activity of CCR-engineered CAR T cells against BxPC-3 tumor cells. CAR T cells engineered with a chimeric cytokine receptor (CCR) sustained lytic potential after multiple antigen-specific challenges with a BxPC-3 pancreatic cancer cell line, in the presence of relevant CCR-specific cytokine (50 ng/mL). T cells were co-cultured at a 2:1 E:T ratio with BxPC-3 cancer cells. Tumor cells (0.2 x 105) were reintroduced every 48 h after T cell administration. The mean normalized CI of 3 technical replicates is shown (n = 1 experiment). Please click here to view a larger version of this figure.

Figure 2. Comparative persistence of two CAR T cell constructs under repeated antigen challenge. CAR T cells engineered with two different constructs were evaluated for sustained cytolytic potential following repeated challenges with BxPC-3 pancreatic cancer cells. T cells were co-cultured with BxPC-3 cells at an E:T 1:1 ratio. T cells were transferred to freshly plated tumor cells (0.2 × 105) every 48 h. While CAR T construct 1 lost cytolytic activity at the 4th stimulation, construct 2 maintained killing capacity until the 5th round. Data represent the mean normalized cell index (CI) of three technical replicates (n = 1 experiment); shaded areas indicate the standard error of the mean. Please click here to view a larger version of this figure.

Figure 3. Assay interference caused by compound-associated CAR T cell administration. T cells were co-cultured at a 10:1 E:T ratio with BxPC-3 cancer cells (0.2 x 105). The compound interfered with the impedance readout, which immediately dropped below zero upon addition of the T cell-compound mixture. This artifact made the xCELLigence system unsuitable for evaluating this setup. The mean normalized CI of 3 technical replicates is shown (n = 1 experiment). Please click here to view a larger version of this figure.
This protocol describes a method for evaluating CAR T cell-mediated cytotoxicity over multiple rounds of antigen exposure using the xCELLigence RTCA platform. By enabling longitudinal measurement of tumor cell viability via impedance, this approach captures repetitive cytotoxic responses - referred to as serial killing - in a label-free and continuous format. The protocol is designed to monitor how T cell effector function changes over time in response to successive tumor cell re-challenges, providing insight into parameters such as functional persistence, early exhaustion, and overall killing dynamics (Figure 1).
Several procedural aspects are critical to ensuring reproducibility and data quality. First, pipetting in the wells must be performed carefully to avoid damaging the microelectrode surface at the bottom of the well. Second, the blanking step establishes the electrical baseline and identifies any nonfunctional wells before cell addition. Including additional wells during blanking is recommended, as defects such as unstable impedance signals or unusually low or high CI values after blanking (outside the range of 0 - 0.2 CI at baseline) may indicate compromised electrodes that should be excluded from analysis20. Third, tumor cell growth profiles can vary significantly across commonly used cell lines, and adjusting seeding density accordingly (e.g., 5×10³-4×10⁴cells/well) allows flexibility in timing - such as moving from overnight adhesion to same-day T cell co-culture. Forth, T cell seeding and volume planning must adhere to the E-Plate 96's volume range (243 µL ± 5 µL per well at most). While the default configuration uses 200 µL total volume (50 µL blanking, 50 µL tumor cells, 100 µL effector cells), additional treatments can be accommodated by concentrating T cells in 50 µL or adding 20 µL of a 11× cytokine or compound solution. Finally, the culture status of the T cells is important to consider. Besides differences between fresh and frozen cells, engineering procedures such as CAR transduction often lead to strong activation. Sufficient recovery time is essential to lower basal activation levels, particularly when studying the transition from cytotoxicity to exhaustion26,27.
The protocol can be adapted and modified depending on experimental goals. Optional re-use of E-Plates is included as a cost-reduction step, provided that post-cleaning blanking values remain stable. T cell and co-culture supernatant harvesting can be performed for all rounds with centrifugation in U-bottom plates, and effector cell viability can be monitored when performing multi-round assays. Including appropriate controls-such as target-only, effector-only, and maximum lysis wells (e.g. DMSO)-helps normalize impedance data and interpret killing curves20. Troubleshooting steps are included for common software-related issues, such as interrupted measurements due to failure to abort preceding steps or improper loading of experiment templates.
This protocol requires the simultaneous use of two (plate) positions on the RTCA xCELLigence machine. If access is limited or a multi-plate device is unavailable, the assay can be adapted as follows: step 4 (round 2 - target cell seeding), normally performed on day 3 in parallel with the ongoing round 1 co-culture, is shifted to day 4. After exporting data on day 4, the round 1 plate is removed from the machine and placed in the incubator, freeing up the position to start step 4. On day 5, step 5 (round 2 - effector cell addition) can then be carried out. Notably, overall assay timing can be shortened using the described protocol of morning/afternoon plating instead of consecutive-day steps. Although co-cultures are recorded for 48 h on the device, their actual duration extends to 72 h.
Some limitations of the method should be considered. The impedance readout is based on the adherence of target cells to the electrode surface, making it less suitable for suspension tumor models without additional adaptation28. Commercial reagents for immobilization are available but may alter cell behavior20or invalidate readouts (Figure 2). As a result, this protocol cannot be applied to non-adherent target cells derived from hematological malignancies or adherent effector cells including differentiated CAR-macrophages. Cancer cell lines also vary widely in their culture requirements, growth kinetics (including nutrient consumption), and sensitivity to compounds or effector cells. Therefore, preliminary experiments should be conducted to characterize these properties in the chosen in vitro model before proceeding with killing assays. Furthermore, because CAR T cells are non-adherent, their contribution to impedance is negligible; thus, effector cell proliferation or exhaustion cannot be assessed directly without supplementary assays (e.g., flow cytometry or ELISA). Combining impedance-based functional measurements with multiparametric phenotypic profiling, such as spectral cytometry, can help elucidate mechanisms underlying CAR T cell functional decline29. While plate washing can extend usability30, repeated cleaning can reduce signal sensitivity, and results should be monitored accordingly.
In comparison to conventional cytotoxicity assays - such as chromium release, LDH, or endpoint flow cytometry - the xCELLigence approach allows continuous and label-free monitoring of target cell viability19. Studies have shown that impedance-derived cytolysis correlates well with traditional apoptosis markers and cell viability measurements19,24. The ability to track changes in killing dynamics over time, including during repeated tumor challenges, may provide additional resolution in assessing CAR T function beyond static assays.
The described protocol may be useful in preclinical CAR T cell research, particularly when evaluating longitudinal killing kinetics, exhaustion modeling, or effects of external modulators such as cytokines or small molecules. Previous studies have applied similar impedance-based readouts to investigate dose responses, manufacturing conditions, or CAR construct design. This method offers a relatively accessible way to generate kinetic killing data with minimal handling. The optional plate reuse step may also reduce assay costs, which can be a consideration in large-scale experimental setups.
SK has received honoraria from Plectonic, TCR2 Inc., Miltenyi, Galapagos, Cymab, Novartis, Regeneron, BMS and GSK. SK is an inventor of several patents in the field of immuno-oncology. SK received license fees from TCR2 Inc and Carina Biotech. SK received research support from TCR2 Inc., Tabby Therapeutics, Catalym GmbH, Plectonic GmbH and Arcus Bioscience for work unrelated to the manuscript. All other authors declare no competing interests.
TT, SM, and NTTN received grants from Else-Kröner Fresenius Stiftung (IOLIN). NTTN received additional grants from Friedrich-Baur-Stiftung and German Cancer Aid (AvantCAR.de). MPT is supported by the Monika Kutzner Foundation and the European Research Council (MSCA Fellowship 101106951). SK is supported by the international doctoral program 'i-Target: immunotargeting of cancer' (funded by the Elite Network of Bavaria), the Bavarian Cancer Research Center (BZKF) (TANGO to S.K.), the Deutsche Forschungsgemeinschaft (DFG, grant number: KO5055-2-1 and KO5055/3-1), the Melanoma Research Alliance (grant number 409510), Marie Sklodowska-Curie Training Network for Optimizing Adoptive T Cell Therapy of Cancer (funded by the Horizon 2020 programme of the European Union; grant 955575), Marie Sklodowska-Curie Training Network for tracking and controlling therapeutic immune cells in cancer (funded by the Horizon Programme of The EU, grant 101168810), Else Kröner-Fresenius-Stiftung (IOLIN), German Cancer Aid (AvantCAR.de), the Wilhelm-Sander-Stiftung, Ernst Jung Stiftung, Institutional Strategy LMUexcellent of LMU Munich (within the framework of the German Excellence Initiative), the Go-Bio-Initiative, the m4-Award of the Bavarian Ministry for Economic Affairs, Bundesministerium für Bildung und Forschung, the EUROSTAR-Programm, European Research Council (Starting Grant 756017, PoC Grant 101100460 and CoG 101124203), by the SFB-TRR 338/1 2021-452881907, Fritz-Bender Foundation, Deutsche José Carreras Leukämie Stiftung, Hector Foundation, Bavarian Research Foundation (BAYCELLATOR), the Monika-Kutzner Foundation, the Bruno and Helene Jöster Foundation (360° CAR), the Dr. Rurainski-Foundation and Brigitte and Dr. Konstanze Wegener Foundation
| BxPC3 | ATCC | CRL-1687 | |
| E-Plate 96 | Agilent | 300600910 | |
| RTCA software Pro (Basic) | Agilent | N/A | Version 2.6.1 |
| xCELLigence RTCA MP - (Multiple Plates) | Agilent | N/A |