Skip to main content

Circulating Biomarkers in Hodgkin Lymphoma

  • Living reference work entry
  • First Online:
Biomarkers in Cancer

Abstract

Although the long-term disease control of classical Hodgkin lymphoma (cHL) is relatively high, significant treatment-related morbidities are common. These include secondary cancers, cardiopulmonary complications, stroke, peripheral neuropathy, and infertility. In the 20 % of patients who do not respond to first-line agents, prolonged exposure to suboptimal therapy can induce chemoresistance. Patients with a rapid response may be overtreated and might benefit from a truncated treatment regimen. Accurate risk stratification is needed in order to optimally treat cHL. However, this requires defined predictive and treatment response markers. Existing clinical parameters have limited prognostic value prior to therapy, and the only established marker of value once treatment has commenced is 18-fluorodeoxyglucose positron emission tomography (FDG-PET) combined with computerized tomography (CT). Although PET/CT is currently the most important tool used, interpretation is imperfect with low false-negative rates countered by high false positives. Furthermore, PET/CT is unavailable in many rural or underprivileged centers and, even in the most advantaged centers, is impractical for frequent testing. In order to risk-stratify patients once therapy has commenced, clinicians need an accurate marker of treatment response that can be performed throughout the therapy, prior to each follow-up visit. This chapter focuses on two newly identified serum disease response biomarkers, CD163 and TARC, for cHL that have the potential to greatly assist clinical decision making and aid interpretation of PET/CT.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Institutional subscriptions

Abbreviations

cDNA:

Complementary DNA

cHL:

Classical Hodgkin Lymphoma

CR:

Complete Remission

CT:

Computerized Tomography

CTL:

Cytotoxic T Lymphocyte

DSS:

Disease-Specific Survival

EBNA:

Epstein-Barr Virus Nucleic Acid

EBV:

Epstein-Barr Virus

EFS:

Event-Free Survival

EIA:

Enzyme Immunoassay

ELISA:

Enzyme-Linked Immunosorbent Assay

ESR:

Erythrocyte Sedimentation Rate

FACS:

Fluorescence-Activated Cell Sorter

FDG:

18-Fluorodeoxyglucose

FFS:

Failure-Free Survival

FFTF:

Freedom from First-Line Treatment Failure

GHSG:

German Hodgkin Study Group

HL:

Hodgkin Lymphoma

HRS:

Hodgkin and Reed-Sternberg

IHC:

Immunohistochemistry

IM:

Infectious Mononucleosis

IPS:

International Prognostic Score

ISH:

In Situ Hybridization

LD:

Lymphocyte Depleted

LDH:

Lactate Dehydrogenase

LMP:

Latent Membrane Protein

LP:

Lymphocyte Predominant

LR:

Lymphocyte Rich

MC:

Mixed Cellularity

NLPHL:

Nodular Lymphocyte-predominant HL

NS:

Nodular Sclerosis

OS:

Overall Survival

PBMC:

Peripheral Blood Mononuclear Cell

PET:

Positron Emission Tomography

PFS:

Progression-Free Survival

PR:

Partial Remission

PTLD:

Posttransplant Lymphoproliferative Disorder

qRT-PCR:

Quantitative Real-Time Polymerase Chain Reaction

ROC:

Receiver Operating Characteristic

sCD163:

Serum CD163

sTARC:

Serum TARC

TAMs:

Tumor-Associated Macrophages

TARC:

Thymus and Activation-Related Chemokine

TILs:

Tumor-Infiltrating Lymphocytes

WHO:

World Health Organization

References

  • Alvaro T, Lejeune M, et al. Outcome in Hodgkin’s lymphoma can be predicted from the presence of accompanying cytotoxic and regulatory T cells. Clin Cancer Res. 2005;11(4):1467–73.

    Article  PubMed  Google Scholar 

  • Alvaro-Naranjo T, Lejeune M, et al. Tumor-infiltrating cells as a prognostic factor in Hodgkin’s lymphoma: a quantitative tissue microarray study in a large retrospective cohort of 267 patients. Leuk Lymphoma. 2005;46(11):1581–91.

    Article  PubMed  Google Scholar 

  • Azambuja D, Natkunam Y, et al. Lack of association of tumor-associated macrophages with clinical outcome in patients with classical Hodgkin’s lymphoma. Ann Oncol. 2012;23(3):736–42.

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  • Caporaso NE, Goldin LR, et al. Current insight on trends, causes, and mechanisms of Hodgkin’s lymphoma. Cancer J. 2009;15(2):117–23.

    Article  PubMed  Google Scholar 

  • Chetaille B, Bertucci F, et al. Molecular profiling of classical Hodgkin lymphoma tissues uncovers variations in the tumor microenvironment and correlations with EBV infection and outcome. Blood. 2009;113(12):2765–3775.

    Article  CAS  PubMed  Google Scholar 

  • Christiansen I, Enblad G, et al. Soluble ICAM-1 in Hodgkin’s disease: a promising independent predictive marker for survival. Leuk Lymphoma. 1995;19(3–4):243–51.

    Article  CAS  PubMed  Google Scholar 

  • Christiansen I, Sundstrom C, et al. Soluble vascular cell adhesion molecule-1 (sVCAM-1) is an independent prognostic marker in Hodgkin’s disease. Br J Haematol. 1998;102(3):701–9.

    Article  CAS  PubMed  Google Scholar 

  • Claviez A, Tiemann M, et al. Impact of latent Epstein-Barr virus infection on outcome in children and adolescents with Hodgkin’s lymphoma. J Clin Oncol. 2005;23(18):4048–56.

    Article  PubMed  Google Scholar 

  • Diehl V, Stein H, et al. Hodgkin’s lymphoma: biology and treatment strategies for primary, relapsed disease. Hematology Am Soc Hematol Educ Program. 2003:225–47.

    Google Scholar 

  • Diehl V, Thomas RK, et al. Part II: Hodgkin’s lymphoma–diagnosis and treatment. Lancet Oncol. 2004;5(1):19–26.

    Article  CAS  PubMed  Google Scholar 

  • Diepstra A, van Imhoff GW, et al. HLA class II expression by Hodgkin Reed-Sternberg cells is an independent prognostic factor in classical Hodgkin’s lymphoma. J Clin Oncol. 2007;25(21):3101–8.

    Article  PubMed  Google Scholar 

  • Diepstra A, van Imhoff GW, et al. Latent Epstein-Barr virus infection of tumor cells in classical Hodgkin’s lymphoma predicts adverse outcome in older adult patients. J Clin Oncol. 2009;27(23):3815–21.

    Article  PubMed  Google Scholar 

  • Doussis-Anagnostopoulou IA, Vassilakopoulos TP, et al. Topoisomerase IIalpha expression as an independent prognostic factor in Hodgkin’s lymphoma. Clin Cancer Res. 2008;14(6):1759–66.

    Article  CAS  PubMed  Google Scholar 

  • Drouet E, Brousset P, et al. High Epstein-Barr virus serum load and elevated titers of anti-ZEBRA antibodies in patients with EBV-harboring tumor cells of Hodgkin’s disease. J Med Virol. 1999;57(4):383–9.

    Article  CAS  PubMed  Google Scholar 

  • Evens AM, Hutchings M, et al. Treatment of Hodgkin lymphoma: the past, present, and future. Nat Clin Pract Oncol. 2008;5(9):543–56.

    Article  CAS  PubMed  Google Scholar 

  • Fischer M, Juremalm M, et al. Expression of CCL5/RANTES by Hodgkin and Reed-Sternberg cells and its possible role in the recruitment of mast cells into lymphomatous tissue. Int J Cancer. 2003;107(2):197–201.

    Article  CAS  PubMed  Google Scholar 

  • Gallagher A, Armstrong AA, et al. Detection of Epstein-Barr virus (EBV) genomes in the serum of patients with EBV-associated Hodgkin’s disease. Int J Cancer. 1999;84(4):442–8.

    Article  CAS  PubMed  Google Scholar 

  • Gallamini A, Kostakoglu L. Interim FDG-PET in Hodgkin lymphoma: a compass for a safe navigation in clinical trials? Blood. 2012;120(25):4913–20.

    Article  CAS  PubMed  Google Scholar 

  • Gallamini A, Hutchings M, et al. Early interim 2-[18F]fluoro-2-deoxy-d-glucose positron emission tomography is prognostically superior to international prognostic score in advanced-stage Hodgkin’s lymphoma: a report from a joint Italian-Danish study. J Clin Oncol. 2007;25(24):3746–52.

    Article  CAS  PubMed  Google Scholar 

  • Gandhi MK, Tellam JT, et al. Epstein-Barr virus-associated Hodgkin’s lymphoma. Br J Haematol. 2004;125(3):267–81.

    Article  CAS  PubMed  Google Scholar 

  • Gandhi MK, Lambley E, et al. Plasma Epstein-Barr virus (EBV) DNA is a biomarker for EBV-positive Hodgkin’s lymphoma. Clin Cancer Res. 2006;12(2):460–4.

    Article  CAS  PubMed  Google Scholar 

  • Gause A, Pohl C, et al. Clinical significance of soluble CD30 antigen in the sera of patients with untreated Hodgkin’s disease. Blood. 1991;77(9):1983–8.

    CAS  PubMed  Google Scholar 

  • Gause A, Jung W, et al. Soluble CD8, CD25 and CD30 antigens as prognostic markers in patients with untreated Hodgkin’s lymphoma. Ann Oncol. 1992;3 Suppl 4:49–52.

    Article  PubMed  Google Scholar 

  • Glavina-Durdov M, Jakic-Razumovic J, et al. Assessment of the prognostic impact of the Epstein-Barr virus-encoded latent membrane protein-1 expression in Hodgkin’s disease. Br J Cancer. 2001;84(9):1227–34.

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  • Greaves P, Clear A, et al. Expression of FOXP3, CD68, and CD20 at diagnosis in the microenvironment of classical Hodgkin lymphoma is predictive of outcome. J Clin Oncol. 2013;31(2):256–62.

    Article  CAS  PubMed  Google Scholar 

  • Harris JA, Jain S, et al. CD163 versus CD68 in tumor associated macrophages of classical Hodgkin lymphoma. Diagn Pathol. 2012;7:12.

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  • Hasenclever D, Diehl V. A prognostic score for advanced Hodgkin’s disease. International Prognostic Factors Project on Advanced Hodgkin’s Disease. N Engl J Med. 1998;339(21):1506–14.

    Article  CAS  PubMed  Google Scholar 

  • Herbst H, Dallenbach F, et al. Epstein-Barr virus latent membrane protein expression in Hodgkin and Reed-Sternberg cells. Proc Natl Acad Sci U S A. 1991;88(11):4766–70.

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  • Hijnen D, De Bruin-Weller M, et al. Serum thymus and activation-regulated chemokine (TARC) and cutaneous T cell- attracting chemokine (CTACK) levels in allergic diseases: TARC and CTACK are disease-specific markers for atopic dermatitis. J Allergy Clin Immunol. 2004;113(2):334–40.

    Article  CAS  PubMed  Google Scholar 

  • Hohaus S, Santangelo R, et al. The viral load of Epstein-Barr virus (EBV) DNA in peripheral blood predicts for biological and clinical characteristics in Hodgkin lymphoma. Clin Cancer Res. 2011;17(9):2885–92.

    Article  CAS  PubMed  Google Scholar 

  • Hutchings M, Mikhaeel NG, et al. Prognostic value of interim FDG-PET after two or three cycles of chemotherapy in Hodgkin lymphoma. Ann Oncol. 2005;16(7):1160–8.

    Article  CAS  PubMed  Google Scholar 

  • Hutchings M, Loft A, et al. FDG-PET after two cycles of chemotherapy predicts treatment failure and progression-free survival in Hodgkin lymphoma. Blood. 2006;107(1):52–9.

    Article  CAS  PubMed  Google Scholar 

  • Jarrett RF, Gallagher A, et al. Detection of Epstein-Barr virus genomes in Hodgkin’s disease: relation to age. J Clin Pathol. 1991;44(10):844–8.

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  • Jerusalem G, Beguin Y, et al. Whole-body positron emission tomography using 18F-fluorodeoxyglucose for posttreatment evaluation in Hodgkin’s disease and non-Hodgkin’s lymphoma has higher diagnostic and prognostic value than classical computed tomography scan imaging. Blood. 1999;94(2):429–33.

    CAS  PubMed  Google Scholar 

  • Jones K, Nourse JP, et al. Tumor-specific but not nonspecific cell-free circulating DNA can be used to monitor disease response in lymphoma. Am J Hematol. 2012;87(3):258–65.

    Article  CAS  PubMed  Google Scholar 

  • Jones K, Vari F, et al. Serum CD163 and TARC as disease response biomarkers in classical Hodgkin lymphoma. Clin Cancer Res. 2013;19(3):731–42.

    Article  CAS  PubMed  Google Scholar 

  • Kamper P, Bendix K, et al. Tumor-infiltrating macrophages correlate with adverse prognosis and Epstein-Barr virus status in classical Hodgkin’s lymphoma. Haematologica. 2011a;96(2):269–76.

    Article  PubMed Central  PubMed  Google Scholar 

  • Kamper P, Ludvigsen M, et al. Proteomic analysis identifies galectin-1 as a predictive biomarker for relapsed/refractory disease in classical Hodgkin lymphoma. Blood. 2011b;117(24):6638–49.

    Article  CAS  PubMed  Google Scholar 

  • Kanakry JA, Li H, et al. Plasma Epstein-Barr virus DNA predicts outcome in advanced Hodgkin lymphoma: correlative analysis from a large North American cooperative group trial. Blood. 2013;121(18):3547–53.

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  • Kuppers R. The biology of Hodgkin’s lymphoma. Nat Rev Cancer. 2009;9(1):15–27.

    Article  PubMed  Google Scholar 

  • Kurzrock R, Redman J, et al. Serum interleukin 6 levels are elevated in lymphoma patients and correlate with survival in advanced Hodgkin’s disease and with B symptoms. Cancer Res. 1993;53(9):2118–22.

    CAS  PubMed  Google Scholar 

  • Mao Y, Lu MP, et al. Prognostic significance of EBV latent membrane protein 1 expression in lymphomas: evidence from 15 studies. PLoS One. 2013;8(4):e60313.

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  • Meignan M, Gallamini A, et al. Report on the Second International Workshop on interim positron emission tomography in lymphoma held in Menton, France, 8–9 April 2010. Leuk Lymphoma. 2010;51(12):2171–80.

    Article  PubMed  Google Scholar 

  • Niens M, Visser L, et al. Serum chemokine levels in Hodgkin lymphoma patients: highly increased levels of CCL17 and CCL22. Br J Haematol. 2008;140(5):527–36.

    Article  CAS  PubMed  Google Scholar 

  • Oudejans JJ, Jiwa NM, et al. Activated cytotoxic T cells as prognostic marker in Hodgkin’s disease. Blood. 1997;89(4):1376–82.

    CAS  PubMed  Google Scholar 

  • Ouyang J, Plutschow A, et al. Galectin-1 serum levels reflect tumor burden and adverse clinical features in classical Hodgkin lymphoma. Blood. 2013;121(17):3431–3.

    Article  CAS  PubMed  Google Scholar 

  • Pallesen G, Hamilton-Dutoit SJ, et al. Expression of Epstein-Barr virus latent gene products in tumour cells of Hodgkin’s disease. Lancet. 1991;337(8737):320–2.

    Article  CAS  PubMed  Google Scholar 

  • Peh SC, Kim LH, et al. TARC, a CC chemokine, is frequently expressed in classic Hodgkin’s lymphoma but not in NLP Hodgkin’s lymphoma, T-cell-rich B-cell lymphoma, and most cases of anaplastic large cell lymphoma. Am J Surg Pathol. 2001;25(7):925–9.

    Article  CAS  PubMed  Google Scholar 

  • Pileri SA, Ascani S, et al. Hodgkin’s lymphoma: the pathologist’s viewpoint. J Clin Pathol. 2002;55(3):162–76.

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  • Plattel WJ, van den Berg A, et al. Plasma thymus and activation-regulated chemokine as an early response marker in classical Hodgkin’s lymphoma. Haematologica. 2012;97(3):410–5.

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  • Reynolds GM, Billingham LJ, et al. Interleukin 6 expression by Hodgkin/Reed-Sternberg cells is associated with the presence of ‘B’ symptoms and failure to achieve complete remission in patients with advanced Hodgkin’s disease. Br J Haematol. 2002;118(1):195–201.

    Article  CAS  PubMed  Google Scholar 

  • Sanchez-Espiridion B, Martin-Moreno AM, et al. Immunohistochemical markers for tumor associated macrophages and survival in advanced classical Hodgkin lymphoma. Haematologica. 2012;97(7):1080–4.

    Article  PubMed Central  PubMed  Google Scholar 

  • Seymour JF, Talpaz M, et al. Clinical correlates of elevated serum levels of interleukin 6 in patients with untreated Hodgkin’s disease. Am J Med. 1997;102(1):21–8.

    Article  CAS  PubMed  Google Scholar 

  • Shim HK, Lee WW, et al. Relationship between FDG uptake and expressions of glucose transporter type 1, type 3, and hexokinase-II in Reed-Sternberg cells of Hodgkin lymphoma. Oncol Res. 2009;17(7):331–7.

    Article  PubMed  Google Scholar 

  • Shimada Y, Takehara K, et al. Both Th2 and Th1 chemokines (TARC/CCL17, MDC/CCL22, and Mig/CXCL9) are elevated in sera from patients with atopic dermatitis. J Dermatol Sci. 2004;34(3):201–8.

    Article  CAS  PubMed  Google Scholar 

  • Skinnider BF, Mak TW. The role of cytokines in classical Hodgkin lymphoma. Blood. 2002;99(12):4283–97.

    Article  CAS  PubMed  Google Scholar 

  • Spacek M, Hubacek P, et al. Plasma EBV-DNA monitoring in Epstein-Barr virus-positive Hodgkin lymphoma patients. Acta Pathol Microbiol Immunol Scand. 2011;119(1):10–6.

    Article  Google Scholar 

  • Steidl C, Lee T, et al. Tumor-associated macrophages and survival in classic Hodgkin’s lymphoma. N Engl J Med. 2010;362(10):875–85.

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  • Steidl C, Diepstra A, et al. Gene expression profiling of microdissected Hodgkin Reed-Sternberg cells correlates with treatment outcome in classical Hodgkin lymphoma. Blood. 2012;120(17):3530–40.

    Article  CAS  PubMed  Google Scholar 

  • Swerdlow SH, Campo E, et al. WHO Classification of Tumours of Haematopoietic and Lymphoid Tissues. 4th ed. Lyon, France: IARC Press; 2008.

    Google Scholar 

  • ten Berge RL, Oudejans JJ, et al. Percentage of activated cytotoxic T-lymphocytes in anaplastic large cell lymphoma and Hodgkin’s disease: an independent biological prognostic marker. Leukemia. 2001;15(3):458–64.

    Article  PubMed  Google Scholar 

  • Tubiana M, Henry-Amar M, et al. Toward comprehensive management tailored to prognostic factors of patients with clinical stages I and II in Hodgkin’s disease. The EORTC Lymphoma Group controlled clinical trials: 1964–1987. Blood. 1989;73(1):47–56.

    CAS  PubMed  Google Scholar 

  • Tzankov A, Meier C, et al. Correlation of high numbers of intratumoral FOXP3+ regulatory T cells with improved survival in germinal center-like diffuse large B-cell lymphoma, follicular lymphoma and classical Hodgkin’s lymphoma. Haematologica. 2008;93(2):193–200.

    Article  CAS  PubMed  Google Scholar 

  • van den Berg A, Visser L, et al. High expression of the CC chemokine TARC in Reed-Sternberg cells. A possible explanation for the characteristic T-cell infiltrate in Hodgkin’s lymphoma. Am J Pathol. 1999;154(6):1685–91.

    Article  PubMed Central  PubMed  Google Scholar 

  • Vassilakopoulos TP, Nadali G, et al. Serum interleukin-10 levels are an independent prognostic factor for patients with Hodgkin’s lymphoma. Haematologica. 2001;86(3):274–81.

    CAS  PubMed  Google Scholar 

  • Wagner HJ, Schlager F, et al. Detection of Epstein-Barr virus DNA in peripheral blood of paediatric patients with Hodgkin’s disease by real-time polymerase chain reaction. Eur J Cancer. 2001;37(15):1853–7.

    Article  CAS  PubMed  Google Scholar 

  • Weihrauch MR, Manzke O, et al. Elevated serum levels of CC thymus and activation-related chemokine (TARC) in primary Hodgkin’s disease: potential for a prognostic factor. Cancer Res. 2005;65(13):5516–9.

    Article  CAS  PubMed  Google Scholar 

  • Yamamoto R, Nishikori M, et al. PD-1-PD-1 ligand interaction contributes to immunosuppressive microenvironment of Hodgkin lymphoma. Blood. 2008;111(6):3220–4.

    Article  CAS  PubMed  Google Scholar 

  • Yoon DH, Koh YW, et al. CD68 and CD163 as prognostic factors for Korean patients with Hodgkin lymphoma. Eur J Haematol. 2012;88(4):292–305.

    Article  CAS  PubMed  Google Scholar 

  • Zinzani PL, Magagnoli M, et al. The role of positron emission tomography (PET) in the management of lymphoma patients. Ann Oncol. 1999;10(10):1181–4.

    Article  CAS  PubMed  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Maher K. Gandhi .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2014 Springer Science+Business Media Dordrecht

About this entry

Cite this entry

Jones, K., Seymour, L., Gandhi, M.K. (2014). Circulating Biomarkers in Hodgkin Lymphoma. In: Preedy, V., Patel, V. (eds) Biomarkers in Cancer. Springer, Dordrecht. https://doi.org/10.1007/978-94-007-7744-6_5-1

Download citation

  • DOI: https://doi.org/10.1007/978-94-007-7744-6_5-1

  • Received:

  • Accepted:

  • Published:

  • Publisher Name: Springer, Dordrecht

  • Online ISBN: 978-94-007-7744-6

  • eBook Packages: Springer Reference Biomedicine and Life SciencesReference Module Biomedical and Life Sciences

Publish with us

Policies and ethics