Cited by 63Chronic Lymphocytic Leukemia ResearchLymphoma Diagnosis and TreatmentAcute Lymphoblastic Leukemia research

CD49d promotes disease progression in chronic lymphocytic leukemia: new insights from CD49d bimodal expression

Open access
Tissino, Erika, Pozzo, Federico, Benedetti, Dania, Caldana, Chiara, Bittolo, Tamara, Rossi, Francesca Maria, Bomben, Riccardo, Nanni, Paola +24 more·2020·Blood

Abstract

CD49d is a remarkable prognostic biomarker of chronic lymphocytic leukemia (CLL). The cutoff value for the extensively validated 30% of positive CLL cells is able to separate CLL patients into 2 subgroups with different prognoses, but it does not consider the pattern of CD49d expression. In the present study, we analyzed a cohort of 1630 CLL samples and identified the presence of ∼20% of CLL cases (n = 313) characterized by a bimodal expression of CD49d, that is, concomitant presence of a CD49d+ subpopulation and a CD49d− subpopulation. At variance with the highly stable CD49d expression observed in CLL patients with a homogeneous pattern of CD49d expression, CD49d bimodal CLL showed a higher level of variability in sequential samples, and an increase in the CD49d+ subpopulation over time after therapy. The CD49d+ subpopulation from CD49d bimodal CLL displayed higher levels of proliferation compared with the CD49d− cells; and was more highly represented in the bone marrow compared with peripheral blood (PB), and in PB CLL subsets expressing the CXCR4dim/CD5bright phenotype, known to be enriched in proliferative cells. From a clinical standpoint, CLL patients with CD49d bimodal expression, regardless of whether the CD49d+ subpopulation exceeded the 30% cutoff or not, experienced clinical behavior similar to CD49d+ CLL, both in chemoimmunotherapy (n = 1522) and in ibrutinib (n = 158) settings. Altogether, these results suggest that CD49d can drive disease progression in CLL, and that the pattern of CD49d expression should also be considered to improve the prognostic impact of this biomarker in CLL.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1182/blood.2019003179

Cites

1 of 1 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Positive or bimodal CD49d expression portends inferior PFS compared to cases entirely negative for CD49d.

    “Positive or bimodal CD49d expression portends inferior PFS compared to cases entirely negative for CD49d(49, 52).”

    From Resistance Mechanisms and Approach to Chronic Lymphocytic Leukemia after BTK Inhibitor Therapy (2025) · cites this paper as [52]

    The section on PFS in ibrutinib-treated patients reports shorter PFS for both homogeneous-positive and bimodal CD49d cases than for homogeneous-negative cases. The claim omits that treatment setting, so the source does not establish the PFS comparison for CLL cases generally. (LLM, conf=0.86)

    Experimental — accuracy not yet measured

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Cites

Flagged first, then by citations

Research works printed but not linked: 47

  1. Bulian P, Shanafelt TD, Fegan C, et al. CD49d is the strongest flow cytometry-based pre- dictor of overall survival in chronic lymphocytic leukemia. J Clin Oncol. 2014;32(9):897-904.
  2. Gattei V, Bulian P, Del Principe MI, et al. Relevance of CD49d protein expression as overall survival and progressive disease prognosticator in chronic lymphocytic leuke- mia. Blood. 2008;111(2):865-873.
  3. Shanafelt TD, Geyer SM, Bone ND, et al. CD49d expression is an independent pre- dictor of overall survival in patients with chronic lymphocytic leukaemia: a prognostic parameter with therapeutic potential. Br J Haematol. 2008;140(5):537-546.
  4. Dal Bo M, Bulian P, Bomben R, et al. CD49d prevails over the novel recurrent mutations as independent prognosticator of overall survival in chronic lymphocytic leukemia. Leukemia. 2016;30(10):2011-2018.
  5. Rossi D, Zucchetto A, Rossi FM, et al. CD49d expression is an independent risk factor of progressive disease in early stage chronic lymphocytic leukemia. Haematologica. 2008; 93(10):1575-1579.
  6. Hartmann TN, Grabovsky V, Wang W, et al. Circulating B-cell chronic lymphocytic leuke- mia cells display impaired migration to lymph nodes and bone marrow. Cancer Res. 2009; 69(7):3121-3130.
  7. Dal Bo M, Tissino E, Benedetti D, et al. Microenvironmental interactions in chronic lymphocytic leukemia: the master role of CD49d. Semin Hematol. 2014;51(3):168-176.
  8. Pasikowska M, Walsby E, Apollonio B, et al. Phenotype and immune function of lymph node and peripheral blood CLL cells are linked to transendothelial migration. Blood. 2016; 128(4):563-573.
  9. Till KJ, Lin K, Zuzel M, Cawley JC. The chemokine receptor CCR7 and alpha4 integrin are important for migration of chronic lym- phocytic leukemia cells into lymph nodes. Blood. 2002;99(8):2977-2984.
  10. Strati P, Parikh SA, Chaffee KG, et al. CD49d associates with nodal presentation and sub- sequent development of lymphadenopathy in patients with chronic lymphocytic leukaemia. Br J Haematol. 2017;178(1):99-105.
  11. Bulian P, Bomben R, Bo MD, et al. Mutational status of IGHV is the most reliable prognostic marker in trisomy 12 chronic lymphocytic leukemia. Haematologica. 2017;102(11): e443-e446.
  12. Liso V, Capalbo S, Lapietra A, Pavone V, Guarini A, Specchia G. Evaluation of trisomy 12 by fluorescence in situ hybridization in peripheral blood, bone marrow and lymph nodes of patients with B-cell chronic lym- phocytic leukemia. Haematologica. 1999; 84(3):212-217.
  13. Chiorazzi N, Ferrarini M. Evolving view of the in-vivo kinetics of chronic lymphocytic leuke- mia B cells. Hematology Am Soc Hematol Educ Program. 2006;2006:273-278, 512.
  14. Ponzoni M, Doglioni C, Caligaris-Cappio F. Chronic lymphocytic leukemia: the pathologist's view of lymph node microenvironment. Semin Diagn Pathol. 2011;28(2):161-166.
  15. Herishanu Y, P érez-Gal án P, Liu D, et al. The lymph node microenvironment promotes B-cell receptor signaling, NF-kappaB activa- tion, and tumor proliferation in chronic lym- phocytic leukemia. Blood. 2011;117(2): 563-574.
  16. Calissano C, Damle RN, Marsilio S, et al. Intraclonal complexity in chronic lymphocytic leukemia: fractions enriched in recently born/ divided and older/quiescent cells. Mol Med. 2011;17(11-12):1374-1382.
  17. Eksio glu-Demiralp E, Alpdo gan O, Aktan M, et al. Variable expression of CD49d antigen in B cell chronic lymphocytic leukemia is related to disease stages. Leukemia. 1996;10(8): 1331-1339.
  18. Zucchetto A, Sonego P, Degan M, et al. Signature of B-CLL with different prognosis by Shrunken centroids of surface antigen ex- pression profiling. J Cell Physiol. 2005;204(1): 113-123.
  19. Zucchetto A, Bomben R, Dal Bo M, et al. CD49d in B-cell chronic lymphocytic leuke- mia: correlated expression with CD38 and prognostic relevance. Leukemia. 2006;20(3): 523-525, author reply 528-529.
  20. Benedetti D, Tissino E, Pozzo F, et al. NOTCH1 mutations are associated with high CD49d expression in chronic lymphocytic leukemia: link between the NOTCH1 and the NF-kB pathways. Leukemia. 2018;32(3): 654-662.
  21. Zucchetto A, Caldana C, Benedetti D, et al. CD49d is overexpressed by trisomy 12 chronic lymphocytic leukemia cells: evidence for a methylation-dependent regulation mecha- nism. Blood. 2013;122(19):3317-3321.
  22. Hallek M, Cheson BD, Catovsky D, et al. iwCLL guidelines for diagnosis, indications for treatment, response assessment, and sup- portive management of CLL. Blood. 2018; 131(25):2745-2760.
  23. Bomben R, Dal Bo M, Capello D, et al. Comprehensive characterization of IGHV3-21- expressing B-cell chronic lymphocytic leuke- mia: an Italian multicenter study. Blood. 2007; 109(7):2989-2998.
  24. Bomben R, Dal Bo M, Capello D, et al. Molecular and clinical features of chronic BIMODAL EXPRESSION OF CD49d IN CLL blood® 9 APRIL 2020 | VOLUME 135, NUMBER 15 1253 Downloaded from http://ashpublications.org/blood/article-pdf/135/15/1244/1723191/bloodbld2019003179.pdf by guest on 29 April 2026 lymphocytic leukaemia with stereotyped B cell receptors: results from an Italian multicentre study. Br J Haematol. 2009;144(4):492-506.
  25. Pozzo F, Bittolo T, Arruga F, et al. NOTCH1 mutations associate with low CD20 level in chronic lymphocytic leukemia: evidence for a NOTCH1 mutation-driven epigenetic dysre- gulation. Leukemia. 2016;30(1):182-189.
  26. Pozzo F, Bittolo T, Vendramini E, et al. NOTCH1-mutated chronic lymphocytic leu- kemia cells are characterized by a MYC- related overexpression of nucleophosmin 1 and ribosome-associated components. Leukemia. 2017;31(11):2407-2415.
  27. Rossi D, Khiabanian H, Spina V, et al. Clinical impact of small TP53 mutated subclones in chronic lymphocytic leukemia. Blood. 2014; 123(14):2139-2147.
  28. Erez A, Vogel R, Mugler A, Belmonte A, Altan- Bonnet G. Modeling of cytometry data in logarithmic space: When is a bimodal distri- bution not bimodal? Cytometry A. 2018;93(6): 611-619.
  29. Norris K, Hillmen P, Rawstron A, et al. Telomere length predicts for outcome to FCR chemotherapy in CLL. Leukemia. 2019;33(8): 1953-1963.
  30. Bomben R, Gobessi S, Dal Bo M, et al. The miR-17;92 family regulates the response to Toll-like receptor 9 triggering of CLL cells with unmutated IGHV genes. Leukemia. 2012; 26(7):1584-1593.
  31. Damle RN, Batliwalla FM, Ghiotto F, et al. Telomere length and telomerase activity de- lineate distinctive replicative features of the B-CLL subgroups defined by immunoglobulin V gene mutations. Blood. 2004;103(2): 375-382.
  32. Rossi D, Spina V, Bomben R, et al. Association between molecular lesions and specific B-cell receptor subsets in chronic lymphocytic leu- kemia. Blood. 2013;121(24):4902-4905.
  33. Soumerai JD, Ni A, Darif M, et al. Prognostic risk score for patients with relapsed or re- fractory chronic lymphocytic leukaemia treated with targeted therapies or chemo- immunotherapy: a retrospective, pooled co- hort study with external validations. Lancet Haematol. 2019;6(7):e366-e374.
  34. International CLL-IPI working group. An in- ternational prognostic index for patients with chronic lymphocytic leukaemia (CLL-IPI): a meta-analysis of individual patient data. Lancet Oncol. 2016;17(6):779-790.
  35. Gooden CE, Jones P, Bates R, et al. CD49d shows superior performance characteristics for flow cytometric prognostic testing in chronic lymphocytic leukemia/small lymphocytic lymphoma. Cytometry B Clin Cytom. 2018; 94(1):129-135.
  36. Buggins AG, Pepper C, Patten PE, et al. Interaction with vascular endothelium en- hances survival in primary chronic lymphocytic leukemia cells via NF-kappaB activation and de novo gene transcription. Cancer Res. 2010; 70(19):7523-7533.
  37. Burger JA. Nurture versus nature: the micro- environment in chronic lymphocytic leukemia. Hematology Am Soc Hematol Educ Program. 2011;2011:96-103.
  38. Thompson PA, Wierda WG. Eliminating min- imal residual disease as a therapeutic end point: working toward cure for patients with CLL. Blood. 2016;127(3):279-286.
  39. Brachtl G, Sahakyan K, Denk U, et al. Differential bone marrow homing capacity of VLA-4 and CD38 high expressing chronic lymphocytic leukemia cells. PLoS One. 2011; 6(8):e23758.
  40. Zucchetto A, Benedetti D, Tripodo C, et al. CD38/CD31, the CCL3 and CCL4 chemo- kines, and CD49d/vascular cell adhesion molecule-1 are interchained by sequential events sustaining chronic lymphocytic leuke- mia cell survival. Cancer Res. 2009;69(9): 4001-4009.
  41. Zucchetto A, Vaisitti T, Benedetti D, et al. The CD49d/CD29 complex is physically and functionally associated with CD38 in B-cell chronic lymphocytic leukemia cells. Leukemia. 2012;26(6):1301-1312.
  42. Brachtl G, Piñ ón Hofbauer J, Greil R, Hartmann TN. The pathogenic relevance of the prognostic markers CD38 and CD49d in chronic lymphocytic leukemia. Ann Hematol. 2014;93(3):361-374.
  43. Damle RN, Temburni S, Calissano C, et al. CD38 expression labels an activated subset within chronic lymphocytic leukemia clones enriched in proliferating B cells. Blood. 2007; 110(9):3352-3359.
  44. Ghia P, Guida G, Stella S, et al. The pattern of CD38 expression defines a distinct subset of chronic lymphocytic leukemia (CLL) patients at risk of disease progression. Blood. 2003; 101(4):1262-1269.
  45. Terrin L, Trentin L, Degan M, et al. Telomerase expression in B-cell chronic lymphocytic leu- kemia predicts survival and delineates sub- groups of patients with the same igVH mutation status and different outcome. Leukemia. 2007;21(5):965-972.
  46. Jebaraj BMC, Tausch E, Landau DA, et al. Short telomeres are associated with inferior outcome, genomic complexity, and clonal evolution in chronic lymphocytic leukemia. Leukemia. 2019;33(9):2183-2194.
  47. Tibshirani R. The lasso method for variable selection in the Cox model. Stat Med. 1997; 16(4):385-395.

Cited by

Sorted by citations

Authors
Tissino, E., Pozzo, F., Benedetti, D., Caldana, C., Bittolo, T., Rossi, F. M., Bomben, R., Nanni, P., Chivilò, H., Cattarossi, I., Zaina, E., Norris, K., Polesel, J., Gentile, M., Tripepi, G., Moia, R., Santinelli, E., Innocenti, I., Olivieri, J., D’Arena, G., Laurenti, L., Zaja, F., Pozzato, G., Chiarenza, A., Di Raimondo, F., Rossi, D., Pepper, C., Hartmann, T. N., Gaidano, G., Del Poeta, G., Gattei, V., & Zucchetto, A.
Affiliations
  • Centro di Riferimento Oncologico (IT)
  • Cardiff University (GB)
  • Azienda Ospedaliera di Cosenza (IT)
  • Nephrology Center, National Research Institute of Biomedicine and Molecular Immunology, Reggio Calabria, Italy;
  • Università degli Studi del Piemonte Orientale “Amedeo Avogadro” (IT)
  • University of Rome Tor Vergata (IT)
  • Agostino Gemelli University Polyclinic (IT)
  • University of Udine (IT)
  • Onco-Haematology Department, Centro di Riferimento Oncologico della Basilicata, IRCCS, Rionero in Vulture, Italy;
  • University of Trieste (IT)
  • University of Catania (IT)
  • Division of Hematology, Ferrarotto Hospital, University of Catania, Catania, Italy;
  • Institute of Oncology Research (CH)
  • Brighton and Sussex Medical School (GB)
  • University of Freiburg (DE)
  • Division of Hematology, Department of Translational Medicine, Amedeo Avogadro University of Eastern Piedmont, Novara, Italy;
  • Division of Hematology, University of Tor Vergata, Rome, Italy;
Venue
Blood
Published
2020-04-09
Volume
135
Issue
15
Pages
1244-1254
ISSN
  • 0006-4971 (ISSN-L)
  • 1528-0020
OpenAlex
W3003932345
Cited by
63
References
1
Citations by year
2026: 4 · 2025: 7 · 2024: 14 · 2023: 7 · 2022: 10 · 2021: 16 · 2020: 5
FWCI
4.92
Type
journal article
Language
en
Open access
Locations
  • Blood (publishedVersion)
  • PubMed Central (publishedVersion)
  • PubMed (publishedVersion)
  • ArTS Archivio della ricerca di Trieste (University of Trieste https://www.units.it/) (submittedVersion)
  • RERO DOC (Universität Bern) (submittedVersion)
  • Sussex Research Online (University of Sussex) (submittedVersion)
  • Cineca Institutional Research Information System (Tor Vergata University) (submittedVersion)
  • Figshare (submittedVersion, cc-by)
  • Archive of Doctoral Theses and Digital Collections (University of Calabria) (submittedVersion)
Funders
  • National Science Foundation
  • Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung (320030_169670/1)
  • Ministero della Salute (GR-2011-02346826)
  • Associazione Italiana per la Ricerca sul Cancro (IG-21687)
Topics
  • Health Sciences › Medicine › Genetics › Chronic Lymphocytic Leukemia Research
  • Health Sciences › Medicine › Pathology and Forensic Medicine › Lymphoma Diagnosis and Treatment
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Acute Lymphoblastic Leukemia research
Keywords
CD49d, chronic lymphocytic leukemia, prognostic factors, disease progression, cell proliferation, bone marrow, ibrutinib, chemoimmunotherapy
MeSH terms
Adenine, Humans, Immunotherapy, Piperidines, Prognosis, Pyrazoles, Pyrimidines, Leukemia, Lymphocytic, Chronic, B-Cell, Proportional Hazards Models, Disease Progression, Integrin alpha4, Protein Kinase Inhibitors, Cell Proliferation

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review