TY - JOUR
T1 - The chronic lymphocytic leukemia comorbidity index (CLL-CI)
T2 - A three-factor comorbidity model
AU - Gordon, Max J.
AU - Kaempf, Andy
AU - Sitlinger, Andrea
AU - Shouse, Geoffrey
AU - Mei, Matthew
AU - Brander, Danielle M.
AU - Salous, Tareq
AU - Hill, Brian T.
AU - Alqahtani, Hamood
AU - Choi, Michael
AU - Churnetski, Michael C.
AU - Cohen, Jonathon B.
AU - Stephens, Deborah M.
AU - Siddiqi, Tanya
AU - Rivera, Xavier
AU - Persky, Daniel
AU - Wisniewski, Paul
AU - Patel, Krish
AU - Shadman, Mazyar
AU - Park, Byung
AU - Danilov, Alexey V.
N1 - Funding Information:
The authors would like to thank Anne Eaton for reviewing the statistical modeling and Center for Informatics, Disease Registry Team at City of Hope for their assistance in data collection. A.V. Danilov was supported by the Leukemia and Lymphoma Society Scholar in Clinical Research award (#2319–19) and by the American Society of Hematology Bridge grant.
Publisher Copyright:
© 2021 American Association for Cancer Research.
PY - 2021/9/1
Y1 - 2021/9/1
N2 - Purpose: Comorbid medical conditions define a subset of patients with chronic lymphocytic leukemia (CLL) with poor outcomes. However, which comorbidities are most predictive remains understudied. Experimental Design: We conducted a retrospective analysis from 10 academic centers to ascertain the relative importance of comorbidities assessed by the cumulative illness rating scale (CIRS). The influence of specific comorbidities on event-free survival (EFS) was assessed in this derivation dataset using random survival forests to construct a CLL-specific comorbidity index (CLL-CI). Cox models were then fit to this dataset and to a single-center, independent validation dataset. Results: The derivation and validation sets comprised 570 patients (59% receiving Bruton tyrosine kinase inhibitor, BTKi) and 167 patients (50% receiving BTKi), respectively. Of the 14 CIRS organ systems, three had a strong and stable influence on EFS: any vascular, moderate/severe endocrine, moderate/severe upper gastrointestinal comorbidity. These were combined to create the CLLCI score, which was categorized into 3 risk groups. In the derivation dataset, the median EFS values were 58, 33, and 20 months in the low, intermediate, and high-risk groups, correspondingly. Two-year overall survival (OS) rates were 96%, 91%, and 82%. In the validation dataset, median EFS values were 81, 40, and 23 months (twoyear OS rates 97%/92%/88%), correspondingly. Adjusting for prognostic factors, CLL-CI was significantly associated with EFS in patients treated with either chemo-immunotherapy or with BTKi in each of our 2 datasets. Conclusions: The CLL-CI is a simplified, CLL-specific comorbidity index that can be easily applied in clinical practice and correlates with survival in CLL.
AB - Purpose: Comorbid medical conditions define a subset of patients with chronic lymphocytic leukemia (CLL) with poor outcomes. However, which comorbidities are most predictive remains understudied. Experimental Design: We conducted a retrospective analysis from 10 academic centers to ascertain the relative importance of comorbidities assessed by the cumulative illness rating scale (CIRS). The influence of specific comorbidities on event-free survival (EFS) was assessed in this derivation dataset using random survival forests to construct a CLL-specific comorbidity index (CLL-CI). Cox models were then fit to this dataset and to a single-center, independent validation dataset. Results: The derivation and validation sets comprised 570 patients (59% receiving Bruton tyrosine kinase inhibitor, BTKi) and 167 patients (50% receiving BTKi), respectively. Of the 14 CIRS organ systems, three had a strong and stable influence on EFS: any vascular, moderate/severe endocrine, moderate/severe upper gastrointestinal comorbidity. These were combined to create the CLLCI score, which was categorized into 3 risk groups. In the derivation dataset, the median EFS values were 58, 33, and 20 months in the low, intermediate, and high-risk groups, correspondingly. Two-year overall survival (OS) rates were 96%, 91%, and 82%. In the validation dataset, median EFS values were 81, 40, and 23 months (twoyear OS rates 97%/92%/88%), correspondingly. Adjusting for prognostic factors, CLL-CI was significantly associated with EFS in patients treated with either chemo-immunotherapy or with BTKi in each of our 2 datasets. Conclusions: The CLL-CI is a simplified, CLL-specific comorbidity index that can be easily applied in clinical practice and correlates with survival in CLL.
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U2 - 10.1158/1078-0432.CCR-20-3993
DO - 10.1158/1078-0432.CCR-20-3993
M3 - Article
C2 - 34168050
AN - SCOPUS:85114187912
SN - 1078-0432
VL - 27
SP - 4814
EP - 4824
JO - Clinical Cancer Research
JF - Clinical Cancer Research
IS - 17
ER -