Skip to main content
Springer logoLink to Springer
. 2019 Dec 23;99(2):277–282. doi: 10.1007/s00277-019-03893-7

The classic prognostic factors in advanced Hodgkin’s lymphoma patients are losing their meaning at the time of Pet-guided treatments

Alessia Bari 1,#, Raffaella Marcheselli 2,#, Stefano Sacchi 3,, Alessandro Re 4, Chiara Pagani 4, Alessandra Tucci 4, Barbara Botto 5, Umberto Vitolo 5, Anna Lia Molinari 6, Benedetta Puccini 7, Alessandro Pulsoni 8, Armando Santoro 9,10, Monica Tani 11, Luca Nassi 12, Erika Meli 13, Vincenzo Pavone 14, Maurizio Bonfichi 15, Andrea Evangelista 16, Daniela Gioia 2, Alessandro Levis 2, Pierluigi Zinzani 17; Fondazione Italiana Linfomi (Onlus)
PMCID: PMC6976582  PMID: 31872362

Abstract

The International Prognostic Score (IPS) is the most commonly used risk stratification tool for patients with advanced Hodgkin lymphoma (HL). It incorporates seven clinical parameters independently associated with a poorer outcome: male sex, age, stage IV, hemoglobin level, white blood cell and lymphocyte counts, and albumin level. Since the development of the IPS, there have been significant advances in therapy and supportive care. Recent studies suggest that the IPS is less discriminating due to improved outcomes with ABVD therapy. The aim of the present study was to asses if classic prognostic factors maintain their prognostic meaning at the time of response-adapted treatment based on interim PET scans. We evaluated the prognostic significance of IPS in the 520 advanced stage HL patients enrolled in the PET-guided, HD0801 trial in which PET2-positive patients underwent a more intense treatment with an early stem-cell transplantation after 2 cycles of ABVD. We observed that in these patients, the IPS completely loses its prognostic value together with all the single parameters that contribute to the IPS. Furthermore, neutrophils, monocytes, lymphocytes, and the ratio among them also no longer had any predictive value. We believe that the substantial improvement in survival outcomes in PET2-positive patients treated with early autologous transplantation could explain the complete disappearance of the residual prognostic significance of the IPS.

Keywords: International Prognostic Score, Hodgkin lymphoma, PET, Absolute monocyte count, Neutrophil lymphocyte ratio

Indroduction

For several years, the most widely utilized risk stratification tool for advanced Hodgkin’s lymphoma (HL) patients has been the International Prognostic Score (IPS). It is a retrospectively developed clinical model based on the outcome of about 1600 patients with advanced stage disease. A large majority of these patients were treated before 1992 with a doxorubicin-containing regimen, while 20% received mechlorethamine, oncovin, procarbazine, and prednisone (MOPP) or similar regimens. By multivariate analysis, seven clinical parameters were independently associated with a poorer outcome: male sex, age > 45 years, clinical stage IV, hemoglobin < 10.5 g/dl, WBC count > 15 × 109/L, lymphocyte count < 0.6 × 109/L or 8% of differential, and albumin < 4 g/dL [1]. In 2012, Moccia et al. [2] evaluated individual IPS factors in 740 patients with stage III/IV or stage I/II HL who had B symptoms or bulky disease and were treated with adriamycin, bleomycin, vinblastine, and dacarbazine (ABVD) or an ABVD-equivalent regimen with curative intent. In an analysis restricted to 686 patients aged ≤ 65 years, as in the original index, the IPS remained prognostic for failure-free survival (FFS) and overall survival (OS), but with a narrower range of outcomes, probably related to the improvement in survival outcomes in all risk groups and mainly in the poorer-risk groups. Further, the results showed that all individual factors, with the exception of gender, were prognostic in univariate analysis for FFS, but only age and hemoglobin level maintained significance in multivariate analysis. These results confirmed that IPS remains prognostic in patients with advanced-stage HL, but the range of outcomes delineated on the basis of the number of factors present at diagnosis has significantly diminished. To assess the utility of the individual IPS factors in the contemporary era, Diefenbach et al. [3] analyzed data from 854 patients with HL enrolled in the North American Intergroup trial, E2496 [4]. The results of the study showed that the IPS remained prognostic, but the separation between IPS groups narrowed, confirming the results from Moccia et al. [2]. Thus, they proposed an alternative prognostic index, the IPS-3, based only on 3 factors, age, stage, and hemoglobin level, showing that this model outperformed the original IPS on risk prediction for both FFS and OS. The aim of the present study was to assess whether classic prognostic factors maintain their prognostic meaning at the time of PET-guided treatment.

Material and methods

The HD0801 multicenter study [5] involved 520 patients with histologically documented, advanced-stage HL (clinical stage II B–IV) enrolled between September 2008 and April 2013 at 28 Italian centers. All patients received initial treatment with ABVD. After 2 cycles of ABVD, an interim PET was performed and 510 patients continued therapy according to the experimental protocol. Patient showing negative PET after 2 ABVD cycles (I-PET or PET2) recieved an additional 4 cycles of ABVD, while patients who were I-PET-positive underwent an early intensification with 4 cycles of ifosfamide, gemcitabine, and vinorelbine (IGEV) followed by carmustine, cytarabine, etoposide, and melphalan (BEAM)–conditioned autologous bone marrow transplantation. All local ethic committees at each center approved the study protocol and its amendments in accordance with Italian law and in compliance with the Declaration of Helsinki. Patients provided written informed consent before being included in the study. Absolute monocyte count (AMC) was not included in the original electronic case report form (CRF), and 19 centers agreed to add AMC to the initial patient CRFs

Statistical analysis

Progression-free survival (PFS) was defined as the time from I-PET to the time of any documented progressive disease, relapse, or death from any cause. Patient baseline characteristics are expressed as absolute frequencies and percentages for categorical variables. Continuous variables were reported as the median and 2.5–97.5 percentiles. The Kaplan-Meier method was used to estimate PFS. Statistical comparisons by groups of risk were performed with the log-rank test. As cutoffs for AMC, neutrophil lymphocyte ratio (NLR) and lymphocyte monocyte ratio (LMR), we utilized 0.75 × 109/L, 6, and 2.1, respectively, as previously published [6, 7].

Results

The median age of the patients was 33 years and 54% were male. Most of the patients (73%) had a nodular sclerosis subtype, and 46% presented with clinical stage IV disease. An IPS ≥ 3 was observed in 43% of patients. The demographic and baseline disease characteristics of the entire population are listed in Table 1. After a median follow-up of 45 months, the Kaplan-Meier estimates for the entire population were 97% and 80% for OS and PFS, respectively. PET2-negative and PET2-positive patients had a PFS of 81% and 74%, respectively. Overall, 97 patients underwent disease progression, 21 and 73 in the PET2 positive and negative group, respectively, and 18 patients died, 8 and 10 in PET2-positive and PET2-negative group, respectively.

Table 1.

Baseline characteristics of the 510 patients who continued with the experimental protocol after I-PET

N missing
IPS
  0 4% (22)
  1 21% (106)
  2 32% (162)
  ≥3 43% (220)
Age, median (IQR) 33 (26–44)
Age ≥ 45y 24% (121)
Male 54% (275)
AA stage IV 46% (234)
Albumin ≥ 4 (g/dl) 57% (291)
HB (g/dl), median (IQR) 12.2 (11–13.5)
HB < 10.5 (g/dL) 16% (84)
WBC ≥ 15 × 109/L 30% (155)
Lymphocytes ≥ 0.6  × 109/L and ≥ 8% WBC 13% (67)
PET2+ 20% (101)
ALC > 0.6  × 109/L 92% (464) 5
AMC > 0.75  × 109/L 48% (140) 218
NLR > 6 44% (222) 6
LMR ≤ 2.1 59% (169) 222

AA, Ann Arbour; HB, hemoglobin; WBC, white blood cells; ALC, absolute lymphocyte count; AMC, absolute monocyte count; NLR, neutrophil lymphocyte ratio; LMR, lymphocyte monocyte ratio

Outcome according to IPS and single factors contributing to IPS

We analyzed separately all patients, PET2-negative patients, and PET2-positive patients (Table 2). In the overall patient population, PFS according to IPS factors did not show statistically significant differences related to IPS score nor to single factors contributing to the IPS except for a significant difference related to hemoglobin level ≥ 10.5 g/dL observed in all patients (P = 0.033) and in PET2-negative patients (P = 0.003), and related to low lymphocyte counts in PET2-positive patients (P = 0.032). Instead, analyzing PET2-positive patients, not even hemoglobin values < 10.5 g/dL, discriminated patients with a worse PFS.

Table 2.

Kaplan-Maier estimates of PFS from PET2 according to IPS components.

All patients PET2− PET2+
N 24-month PFS P N 24-month PFS P N 24-month PFS P
IPS 0 22 90.5% 0.257 19 94.4% 0.118 3 66.7% 0.490
1 106 79.6% 84 80.6% 22 75.0%
2 162 80.9% 130 83.5% 32 71.3%
≥ 3 220 77.6% 176 77.1% 44 79.1%
Age < 45 389 80.2% 0.118 305 81.6% 0.054 84 75.3% 0.888
≥ 45 121 77.6% 104 77.8% 17 76.5%
Gender Female 235 78.7% 0.770 187 80.3% 0.896 48 72.6% 0.715
Male 275 80.4% 222 80.9% 53 78.2%
Ann Arbor stage < IV 276 79.7% 0.356 225 82.1% 0.213 51 69.5% 0.551
IV 234 79.5% 184 78.9% 50 81.6%
Albumin ≥ 4 (g/dL) 219 82.3% 0.252 169 83.1% 0.275 50 79.6% 0.555
< 4 (g/dL) 291 77.6% 240 78.9% 51 71.3%
HB ≥ 10.5 (g/dL) 426 80.8% 0.033 340 82.7% 0.003 86 73.5% 0.385
< 10.5 (g/dL) 84 73.4% 69 70.4% 15 86.7%
WBC < 15 x 109/L 355 78.8% 0.836 292 80.3% 0.938 63 72.0% 0.563
≥ 15 x 109/L 155 81.4% 117 81.4% 38 81.3%
Lymphocytes ≥ 0.6 x 109/L and ≥ 8% WBC 443 80.4% 0.100 363 80.7% 0.743 80 79.4% 0.032
< 0.6 x 109/L or < 8% WBC 67 74.3% 46 80.3% 21 60.5%
All patients 510 79.6% 409 80.6% 101 75.6%

*P values were derived using log-rank test

HB, hemoglobin; WBC, white blood cells

Outcome according to AMC, NLR, and LMR

In the 292 patients in which AMC was added to the original CFR, we also evaluated the prognostic meaning of AMC, NLR, and LMR. No statistically significant differences in PFS were observed between 234 patients (80%) with a negative I-PET and 58 patients (20%) with positive I-PET (P = 0.260). In the overall population, patients with AMC ≤ or > 0.75 × 109/L, NLR < 6 or ≥ 6, and LMR ≤ 2.1 or > 2.1 had similar PFS, with no significant differences between groups (Table 3). Also, considering I-PET-positive and I-PET-negative patients separately, AMC, NLR, and LMR did not show any predictive effect for PFS. Further, AMC ≤ or > 0.75 × 109/L, NLR < 6 or ≥ 6, and LMR ≤ 2.1 or > 2.1 at diagnosis were not associated with I-PET results. In addition, different AMC, NLR, and LMR cutoff points did not discriminate different prognostic groups in this series.

Table 3.

Kaplan-Maier estimates of PFS from PET2 in patients with absolute monocyte counts (AMC) available

N 24-month PFS P
AMC ≤ 0.75 × 109/L 152 80.0% 0.760
> 0.75 × 109/L 140 81.7%
NLR ≤ 6 155 82.6% 0.260
> 6 134 78.2%
LMR > 2.1 119 78.5% 0.664
≤ 2.1 169 82.5%
All patients with available monocyte count 292 80.8%

*P values were derived using log-rank test

AMC, absolute monocyte count; NLR, neutrophil lymphocyte ratio; LMR, lymphocyte monocyte ratio

Discussion

In the modern era, the classic IPS retains its prognostic capacity in patients with advanced HL treated with ABVD. However, the range of outcomes has considerably narrowed [2, 3]. This is probably related to improvement in survival outcomes in high-risk patients. Several reasons determine this improvement, including the enhanced diagnostic accuracy, and the large availability of better supportive care and neutrophil growth factors. To explore whether classic prognostic factors retain their meaning at the time of PET-guided treatment, we analyzed the recently published literature on this topic. The US Intergroup Trial of response-adapted therapy [8] enrolled 358 patients with stage III and IV HL in a phase II clinical trial. A PET scan (PET2) was performed after two courses of ABVD. Patients with a Deauville score 1 to 3 (PET2-negative) received an additional 4 ABVD cycles, while patients with a Deauville score of 4 and 5 (PET2-positive) were switched to an intensified regimen of bleomycin, etoposide, doxorubicin, cyclophosmamide, vincristine, procarbazine, and prednisone (escalated-dose BEACOPP,eBEACOPP) for six courses. The PFS at 2 years was 64% in PET2-positive patients switched to intensified treatment. These results suggest an improvement in PFS for PET2-positive patients compared with the historical experience with continued ABVD. The risk of disease progression for PET2-positive and for IPS high-risk patients were higher in comparison with PET2-negative and IPS low-risk patients, but differences were not statistically significant (P = 0.0442 and P = 0.2191, respectively)

As expected, patients treated with eBEACOPP had much more grade 4 and 5 adverse events than those who received ABVD and three treatment-related death were observed, two (4%) in the eBEACOPP and one (0.4%) in the ABVD arm. Further, six patients developed secondary malignancies, including three (1%) patients receiving ABVD and three (6.1%) in the eBEACOPP arm.

Of note, 58 PET2-negative patients experienced treatment failure, thus demonstrating that PET2 is not a completely reliable test.

In another PET-guided treatment trial, Johnson et al. [9] evaluated 1214 patients with advanced HL. After 2 ABVD courses, PET2-negative patients were randomized to receive 4 cycles of ABVD versus 4 courses of AVD. PET2-positive patients were randomized to receive BEACOPP 14 or eBEACOPP. PFS at 3 years for PET2-positive patients was 67.5%. An analysis of possible predictors of treatment failure was done only in subgroup of patients who had PET2-negative scans. Initial Ann Arbor stage was associated with the risk of disease progression, and the differences among stage II versus III versus IV were statistically significant. Although less strong, similar results were observed for IPS.

Any grade 3 or 4 adverse events were reported in 69% of patients who received 6 ABVD, in 65% of patients switched on AVD, and 80–83% of patients in BEACOPP arms.

Overall, 19 (4.0%), 17 (3.6%), and 22 (12.8%) patients died in the ABVD, AVD, and BEACOPP arm, respectively. Further, 13 (2.8%), 11 (2.4%), and 3 (1.74%) developed second cancer in the ABVD, AVD, and BEACOPP arm, respectively.

The 3-years PFS in PET2-negative patients was 84.9% thus confirming that continuing treatment with 4 additional ABVD does not guarantee that patients have been cured.

The results of the GITIL/FIL HD 0607, another PET-guided trial with a treatment schema similar to those of the US Intergroup and Johnson trials, have been recently published [10]. The 3-year PFS of PET2-positive patients assigned to BEACOPP, with or without rituximab, was 60%. Evaluating predictive factors of outcome, Gallamini et al. found that by multivariate analysis, IPS was a predictive factor for a positive PET2 scan and for PFS, but not for overall survival.

The most frequent toxicity was hematological, and it was observed in 30% and 76% of patients in ABVD and BEACOPP arm, respectively.

Among patients with PET2-positive and PET2-negative results, 16 (11%) and 12 (2%) died respectively.

The 3-year PFS in PET2-negative patients was 82%. In fact, a non-negligible proportion suffered disease recurrence, confirming that PET2 is not a perfect technique in predicting survival outcome.

In a retrospective study performed at a single institution [11], the prognostic meaning of the ratio among lymphocytes, neutrophils, and monocytes was evaluated in newly diagnosed patients with HL treated upfront with a PET2 risk-adapted strategy, switching PET2-positive patients from ABVD to the BEACOPP regimen for 8 cycles. PET2-positive patients who were switched to BEACOPP had a PFS at 5 years of 40.1%. The IPS was unable to provide any clear distinction in the outcomes for PFS, while NLR was prognostic for PFS in univariate and, barely, in multivariate analysis.

Taken together, these results confirm that in the modern era [2, 3], and particularly when the treatments were driven by the results of PET2 [810], the IPS loses much of its prognostic significance, by reducing the risk of progression in PET2-positive patients. In all aforementioned studies [810], however, the intensification of therapy in PET2-positive patients was made up with BEACOPP. Here, we evaluate the prognostic significance of IPS in the PET-guided HD0801 trial. By thoroughly analyzing the data, we observed that the IPS completely loses its prognostic value together with all the single parameters that contribute to the IPS. Neutrophils, monocytes, lymphocytes, and the ratio among them also no longer had any predictive value. A possible explanation for the complete loss of meaning of the classic prognostic factors such as IPS, AMC, LMR, and NLR could be the different therapy intensification programs. While in all the aforementioned studies, the intensification was done with BEACOPP, in the HD0801 trial, the intensification was performed by treating PET2-positive patients with 4 cycles of ifosfamide, gemcitabine, and vinorelbine (IGEV) followed by carmustine, cytarabine, etoposide, and melphalan (BEAM)–conditioned autologous bone marrow transplantation. The final results of the phase II part of the HD 0801 study showed that in PET2-positive patients, the 2-year PFS increased from 12% in the historical control to 74%, a slightly higher percentage than those reported in other clinical trials after intensification with BEACOPP, ranging from 60 to 67.5% [810]. While these results were obtained in trials with different enrollment criteria, although all were PET-guided, it could be hypothesized that early transplantation acts more thoroughly than BEACOPP in patients with partial remission or stable disease after 2 cycles of ABVD. The substantial improvement in survival outcomes in PET2-positive patients could therefore explain the complete disappearance of the residual prognostic significance of the IPS at the time of PET-guided therapies.However, despite the improvements in survival outcomes observed in the HD0801 study, PET2-negative and PET2-positive patients still had a PFS of 81% and 74%, respectively. Therefore, a considerable fraction of patients remains at risk of relapse. In brief, the results obtained in the four clinical trials are not substantially different and show PFS between 81 and 85.7% in PET2-negative patients and between 60% and 74% in PET2-positive patients [5, 810]. Therefore, while a PET2-adapted strategy can improve survival outcome in PET2-positive patients, a non-negligible proportion of about 20% of PET2-negative patients remains at risk of relapse. Some patients PET2-negative can progress or relapse as it happens to patients with follicular lymphoma that almost inexorably, after a complete response (CR) will undergo a relapse, showing that the metabolic response does not always correspond to the cure of the disease. Furthermore, it is well established that a proportion of PET2-positive patients can obtain CR while continuing on ABVD. Inflammation and tumor necrosis can cause false positive interpretation of PET scan. Therefore, if IPS is no longer able to predict outcomes at the time of PET-guided treatment and if PET is a powerful tool, but not a perfect one, it is essential to find new prognostic factors. These parameters could be able to avoid over treatment in false PET2-positive patients and to recognize PET2-negative patients still at risk of progression/early relapse. Genetic parameters or new biomarkers or simply a technical/interpretive improvement of PET scan are currently being evaluated. The immune-suppressive component in HL microenvironment evaluated by immunohistochemistry has a prognostic role and seems able to improve the prognostic capabilities of PET2 [12]. The gene expression profile has also been proposed to be predictive of treatment failure [13, 14]. However, both immunohistochemical and genetic studies require prospective evaluation. Recently, some metabolic parameters as the valuation of total lesion glycolysis (TLG) and metabolic tumor volume (MTV) [15] showed prognostic value in patients with advanced stage cHL. Further in advanced disease, baseline TLG and MTV were significantly associated with PET2 results and TLG was a robust predictor of treatment failure and disease relapse [16]. The predictive value of baseline MTV has also been showed in patients with early stage cHL [17]. Recently, a gene expression–based score has been proposed to predict PET2 positivity [18]. All these methods offer strong promise for prognostication but require further study and validation. Refining prognostication is crucial as it represents a further step towards personalized medicine, but so far it remains an issue.

Compliance with ethical standards

All local ethic committees at each center approved the study protocol and its amendments in accordance with Italian law and in compliance with the Declaration of Helsinki. Patients provided written informed consent before being included in the study.

Conflict of interest

All authors declare that they have no conflict of interest

Footnotes

The original version of this article was revised: This article was originally published with an incomplete affiliation and thus, the authors requested to revised this paper particularly in the affiliation section.

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Alessia Bari and Raffaella Marcheselli contributed equally to this work.

Change history

11/21/2020

In the article entitled ���The classic prognostic factors in advanced Hodgkin���s lymphoma patients are losing their meaning at the time of Pet-guided treatments���, the affiliation of Armando Santoro should be corrected as follows:

References

  • 1.Hasenclever D, Diehl A. prognostic score for advanced Hodgkin’s disease. International Prognostic Factors Project on Advanced Hodgkin’s Disease. N Engl J Med. 1998;339:1506–1514. doi: 10.1056/NEJM199811193392104. [DOI] [PubMed] [Google Scholar]
  • 2.Moccia AA, Donaldson J, Chhanabhai M, Hoskins PJ, Klasa RJ, Savage KJ, Shenkier TN, Slack GW, Skinnider B, Gascoyne RD, Connors JM, Sehn LH. International Prognostic Score in advanced-stage Hodgkin’s lymphoma: altered utility in the modern era. J Clin Oncol. 2012;30:3383–3388. doi: 10.1200/JCO.2011.41.0910. [DOI] [PubMed] [Google Scholar]
  • 3.Diefenbach CS, Li H, Hong F, Gordon LI, et al. Evaluation of the International Prognostic Score (IPS-7) and a Simpler Prognostic Score (IPS-3) for advanced Hodgkin lymphoma in the modern era. Br J Haematol. 2015;171:530–538. doi: 10.1111/bjh.13634. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4.Gordon LI, Hong F, Fisher RI, Bartlett NL, et al. Randomized phase III trial of ABVD versus Stanford V with or without radiation therapy in locally extensive and advanced-stage Hodgkin lymphoma: an intergroup study coordinated by the Eastern Cooperative Oncology Group (E2496) J Clin Oncol. 2013;31:684–691. doi: 10.1200/JCO.2012.43.4803. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5.Zinzani PL, Broccoli A, Gioia DM, Castagnoli A, Ciccone G, Evangelista A, Santoro A, Ricardi U, Bonfichi M, Brusamolino E, Rossi G, Anastasia A, Zaja F, Vitolo U, Pavone V, Pulsoni A, Rigacci L, Gaidano G, Stelitano C, Salvi F, Rusconi C, Tani M, Freilone R, Pregno P, Borsatti E, Sacchetti GM, Argnani L, Levis A. Interim positron emission tomography response-adapted therapy in advanced-stage Hodgkin lymphoma: final results of the phase II part of the HD0801 Study. J Clin Oncol. 2016;34:1376–1385. doi: 10.1200/JCO.2015.63.0699. [DOI] [PubMed] [Google Scholar]
  • 6.Tadmor T, Bari A, Marcheselli L, et al. Absolute monocyte count and lymphocyte-monocyte ratio predict outcome in nodular sclerosis Hodgkin lymphoma: evaluation based on data from 1450 patients. Mayo Clin Proc. 2015;90:756–764. doi: 10.1016/j.mayocp.2015.03.025. [DOI] [PubMed] [Google Scholar]
  • 7.Marcheselli R, Bari A, Tadmor T, Marcheselli L, Cox MC, Pozzi S, Ferrari A, Baldini L, Gobbi P, Aviv A, Pugliese G, Federico M, Polliack A, Sacchi S. Neutrophil-lymphocyte ratio at diagnosis is an independent prognostic factor in patients with nodular sclerosis Hodgkin lymphoma: results of a large multicenter study involving 990 patients. Hematol Oncol. 2017;35:561–566. doi: 10.1002/hon.2359. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8.Press OW, Li H, Schöder H, Straus DJ, Moskowitz CH, LeBlanc M, Rimsza LM, Bartlett NL, Evens AM, Mittra ES, LaCasce A, Sweetenham JW, Barr PM, Fanale MA, Knopp MV, Noy A, Hsi ED, Cook JR, Lechowicz MJ, Gascoyne RD, Leonard JP, Kahl BS, Cheson BD, Fisher RI, Friedberg JW. Using early interim fluorodeoxyglucose-positron emission tomography Imaging: Southwest Oncology Group S0816. J Clin Oncol. 2016;34:2020–2027. doi: 10.1200/JCO.2015.63.1119. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9.Johnson P, Federico M, Kirkwood A, et al. Adapted treatment guided by interim PET-CT scan in advanced Hodgkin’s lymphoma. N Engl J Med. 2016;23:2419–2429. doi: 10.1056/NEJMoa1510093. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.Gallamini A, Tarella C, Viviani S, et al. Early chemotherapy intensification with escalated BEACOPP in patients with advanced-stage Hodgkin lymphoma with a positive interim positron emission tomography/computed tomography scan after two ABVD cycles: long-term results of the GITIL/FIL HD 0607 Trial. Clin Oncol. 2018;36:454–462. doi: 10.1200/JCO.2017.75.2543. [DOI] [PubMed] [Google Scholar]
  • 11.Romano A, Parrinello NL, Vetro C et al (2018) Prognostic meaning of neutrophil to lymphocyte ratio (NLR) and lymphocyte to monocyte ration (LMR) in newly diagnosed Hodgkin lymphoma patients treated upfront with a PET-2 based strategy. Ann Hematol 97:1009–1018 [DOI] [PubMed]
  • 12.Agostinelli C, Gallamini A, Stracqualursi L et al (2016) The combined role of biomarkers and interim PET scan in prediction of treatment outcome in classical Hodgkin’s lymphoma: a retrospective, European, multicentre cohort study. Lancet Haematol 10:e467–e479 [DOI] [PubMed]
  • 13.Steidl C, Lee T, Shah SP et al (2010) Tumor-associated macrophages and survival in classic Hodgkin’s lymphoma. N Engl J Med 362:875–885 [DOI] [PMC free article] [PubMed]
  • 14.Scott DW, Chan FC, Hong F et al (2013) Gene expression-based model using formalin-fixed paraffin-embedded biopsies predicts overall survival in advanced-stage classical Hodgkin lymphoma. J Clin Oncol 31:692–700 [DOI] [PMC free article] [PubMed]
  • 15.Kanoun S, Rossi C, Berriolo-Riedinger A et al (2014) Baseline metabolic tumour volume is an independent prognostic factor in Hodgkin lymphoma. Eur J Nucl Med Mol Imaging 41:1735–1743 [DOI] [PubMed]
  • 16.Pike LC, Kirkwood AA, Patrick P et al (2017) Can baseline pet-ct features predict outcomes in advanced Hodgkin lymphoma? A prospective evaluation of UK patients in RATHL trial (cruk /07/033). International Conference on Malignant Lymphoma Palazzo dei Congressi, Lugano (Switzerland), 14 – 17 June, 2017. Hematol Oncol 35:37–38
  • 17.Cottereau AS, Versari A, Loft A, Casasnovas O, Bellei M, Ricci R, Bardet S, Castagnoli A, Brice P, Raemaekers J, Deau B, Fortpied C, Raveloarivahy T, Van Zele E, Chartier L, Vander Borght T, Federico M, Hutchings M, Ricardi U, Andre M and Meignan M (2018) Prognostic value of baseline metabolic tumor volume in early‐stage hodgkin lymphoma in the standard arm of the H10 trial. Blood 131:1456–1463 [DOI] [PubMed]
  • 18.Donati B, Casali M, Fama A et Al. A gene expression-based score to predict interim PET positivity in Hodgkin lymphoma patients treated with ABVD. IHCL 2019 Abstract book n. 17: p48

Articles from Annals of Hematology are provided here courtesy of Springer

RESOURCES