Research & Methods


IMPRESS-Norway: A chronic lymphocytic leukemia cohort
IMPRESS-Norway (NCT04817956) is a prospective, non-randomized clinical trial evaluating efficacy of commercially available, anti-cancer drugs prescribed for patients with advanced cancer diagnosed with potentially actionable alterations as revealed by molecular diagnostics. We have opened a cohort for patients with relapsed/refractory chronic lymphocytic leukemia (CLL) in this trial. These patients will receive treatment with a proteasome inhibitor following a positive drug sensitivity test on their cancer cells. This is the first cohort to receive treatment guided by a functional biomarker in IMPRESS-Norway, and the first time drug sensitivity testing is used to guide treament of CLL patients in a clinical trial. We previously showed that this approach can successfully guide treatement of relapsed/refractory CLL (Skånland et al, Haematologica, 2022).

CLL-CLUE: Tailoring the targeted treatment of chronic lymphocytic leukemia
Chronic  lymphocytic leukemia (CLL) is  the  most  common  form  of  leukemia  in  Europe  and  it  remains  incurable.  Targeted  therapies  have revolutionized the treatment of CLL. However, many patients develop  resistance,  have  severe  side  effects  or  relapse  during  treatment.  There  is  an  unmet  medical  need  for  tailoring  optimal  therapy  for  each  patient  in  order  to  prevent  ineffective  treatment  and  toxic  side  effects.  The  CLL-CLUE  project  will  identify  multi-omics biomarker panels and implement artificial intelligence-based clinical  decision  support  systems  to  guide  personalised  treatment  decisions. We expect that this will lead to significantly increased treatment efficacy, individualisation of therapy and reduced drug use  and  side  effects.  In  addition,  reduced  consumption  of  drugs  and  cost-effective  outcomes  will  lower  financial  stress  that  the health care providers and patients experience.

The CLL-CLUE consortium:
Sigrid S. Skånland (Oslo University Hospital, Norway)
Tero Aittokallio (University of Helsinki, Finland)
Barbara Eichhorst (University Hospital of Cologne, Germany)
Carsten Utoft Niemann (Copenhagen University Hospital, Denmark)
Thorsten Zenz (University of Zurich, Switzerland)
László Zsombor Lorenzovici (Syreon Research Romania SRL, Romania)

CLL-CLUE in the news
ERA PerMed grant awarded to European consortium led by Sigrid S. Skånland
Kunstig intelligens skal gi blodkreftpasienter bedre behandling og færre bivirkninger
ERA PerMed newsletter January 2021
Spennende europeisk samarbeid om persontilpasset behandling av KLL


Drug sensitivity screening
The principle of drug sensitivity testing is to expose cancer cells to a library of different drugs and measure its effects on cell viability. We have optimized and standardized methods to culture and screen primary cancer cells against a customized drug library (Ayuda-Durán et al, 2023). The Figure (below) shows the common principles of drug sensitivity protocols for hematologic cancers. Cell isolation and pre-culture (left panels) are specific to primary cells and are assay dependent. Primary cells or cell lines are incubated with the drug library for 3 days. Cell viability is then assessed, and the data are analyzed and presented. The read-outs may provide insight into tumor biology, identify or confirm treatment resistance and sensitivity in real time, and ultimately guide clinical decision-making.

Figure from Ayuda-Durán et al, 2023

Immune phenotyping with (phospho)protein profiling
The liquid nature of peripheral blood makes this organ uniquely suited for single-cell studies by flow cytometry. (Phospho)protein profiles detected by flow cytometry analyses have been shown to correlate with ex vivo drug sensitivity and to predict treatment outcomes in hematologic cancers, demonstrating that this method is suitable for pre-clinical studies. We have developed a flow cytometry protocol that combines multi-parameter immune phenotyping with single-cell (phospho)protein profiling (Figure, left). The protocol makes use of fluorescent cell barcoding (Figure, right), which means that multiple cell samples, either collected from different donors or exposed to different treatment conditions, can be combined and analyzed as one experiment. This increases the throughput of the experiment, reduces variability between samples, and lowers experimental costs. The read-outs may provide biological insight to cancer pathogenesis, identify novel drug targets, and ultimately serve as a biomarker to guide clinical decisions.

The video below shows the step-by-step protocol for (phospho)protein profiling with fluorescent cell barcoding:


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