Is Serum Ferritin a Predictor of Blood Transfusions Outcome and Survival in Childhood Lymphomas and Solid Tumors?
"> Figure 1
<p>Pre-treatment blood ferritin levels in studied lymphoma and solid tumor patients. Initial ferritin concentrations between the total group of lymphoma and solid tumor subjects (<b>A</b>), additionally including stratification based on sex (<b>B</b>), age (<b>C</b>), or weight (<b>D</b>). Transfusion-related parameters’ influence on ferritin concentration: total volume of blood used (<b>E</b>), volume of transfused blood per kilogram (<b>F</b>), units of blood transferred (<b>G</b>). Data are presented as median values and 25th–75th percentile.</p> "> Figure 2
<p>Therapy-induced variations in ferritin level in studied cancer patients. Changes in serum ferritin levels in total lymphoma and solid tumor groups (<b>A</b>), additionally including stratification based on sex (<b>B</b>), age (<b>C</b>), and weight (<b>D</b>). Transfusion-related parameters’ influence on ferritin concentration: total volume of blood used (<b>E</b>), volume of transfused blood per kilogram (<b>F</b>), units of blood transferred (<b>G</b>), and pre-treatment ferritin levels (<b>H</b>). Data are presented as median values and 25th–75th percentile, showing the percentage of ferritin change over time from the first time point (0 months). Statistical significance indicated with asterisks or <span class="html-italic">p</span> value. *—<span class="html-italic">p</span> < 0.05, **—<span class="html-italic">p</span> < 0.01, ***—<span class="html-italic">p</span> < 0.001, ****—<span class="html-italic">p</span> < 0.0001.</p> "> Figure 3
<p>Correlations between ferritin levels in therapy and transfusion-related data in studied patients. Evaluated time points included: 0 (T0) and 15 (T5) months, the after-therapy point (T6), and the change between those periods. Correlations were assessed within the total group of patients (<b>A</b>) and in lymphoma (<b>B</b>) and solid tumor (<b>C</b>) patients individually. Data are presented on heat-maps as correlation coefficient (<span class="html-italic">r</span>) values, and statistical significance is indicated with asterisks or <span class="html-italic">p</span> value. *—<span class="html-italic">p</span> < 0.05, **—<span class="html-italic">p</span> < 0.01, ***—<span class="html-italic">p</span> < 0.001, ****—<span class="html-italic">p</span> < 0.0001.</p> "> Figure 4
<p>Distribution of relapse and death incidents in lymphoma and solid tumor patients. Chi-square analysis was performed individually, including tumor type (<b>A</b>), age (<b>B</b>), sex (<b>C</b>), and weight (<b>D</b>). Data show the frequency of death/relapse incidence in specific subgroups. Data significance is indicated with exact <span class="html-italic">p</span> values.</p> "> Figure 5
<p>Distribution of relapse and death incidents in lymphoma and solid tumor patients. Chi-square analysis was performed individually, focusing on transfusion-related parameters: total blood volume transfused (<b>A</b>), blood volume used per kilogram (<b>B</b>), total blood units transfused (<b>C</b>), pre-treatment ferritin levels (<b>D</b>), and direction of ferritin change in therapy (After versus T0 time point) (<b>E</b>). Data show the frequency of death/relapse incidence in specific subgroups, and exact <span class="html-italic">p</span> values are provided.</p> "> Figure 6
<p>Significance of basic clinical data in reference to studied patients’ survival. Survival curves of the patients analyzed in the context of tumor type (<b>A</b>), sex (<b>B</b>), age (<b>C</b>), and weight (<b>D</b>). Data are presented as survival percentages during therapy, with log-rank test results and median overall survival indicated (mOS).</p> "> Figure 7
<p>Significance of ferritin- and transfusion-related parameters’ influence on survival of the studied patients. Survival curves of the patients analyzed in the context of total blood volume transfused (<b>A</b>), blood volume used per kilogram (<b>B</b>), total blood units transfused (<b>C</b>), pre-treatment ferritin levels (<b>D</b>), and direction of ferritin change in therapy (After versus T0 time point) (<b>E</b>,<b>F</b>). Data are presented as survival percentages in therapy, with log-rank test results and overall survival indicated (OS).</p> ">
1. Introduction
2. Materials and Methods
2.1. Patients
2.2. Laboratory Tests
2.3. Blood Transfusion
2.4. Statistical Analysis
3. Results
3.1. Ferritin Levels Before Therapy in Lymphomas and Solid Tumors
3.2. Therapy Application Effect on Ferritin Concentration in Studied Patients
3.3. Association of Ferritin Levels with Transfusion-Related Clinical Data of Lymphoma and Solid Tumor Patients
3.4. Distribution of Relapse and Death Incidents in Studied Lymphoma and Solid Tumor Patients
3.5. Survival of Patients Subjected to Blood Transfusion Procedures in Lymphoma and Solid Tumor Groups
3.6. Ferritin Concentration and Transfusion Parameters in High-Risk Group Patients
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Forciniti, S.; Greco, L.; Grizzi, F.; Malesci, A.; Laghi, L. Iron Metabolism in Cancer Progression. Int. J. Mol. Sci. 2020, 21, 2257. [Google Scholar] [CrossRef] [PubMed]
- Alkhateeb, A.A.; Connor, J.R. The significance of ferritin in cancer: Anti-oxidation, inflammation and tumorigenesis. Biochim. Biophys. Acta (BBA)-Rev. Cancer 2013, 1836, 245–254. [Google Scholar] [CrossRef] [PubMed]
- Rytel, A.I.; Ostrowska, S.; Marcinkiewicz, K.; Krawczuk-Rybak, M.; Sawicka-Żukowska, M. Ferritin—Novel uses of a well-known marker in paediatrics. Pediatr. Pol. 2023, 98, 57–65. [Google Scholar] [CrossRef]
- Alkhateeb, A.A.; Han, B.; Connor, J.R. Ferritin stimulates breast cancer cells through an iron-independent mechanism and is localized within tumor-associated macrophages. Breast Cancer Res. Treat. 2013, 137, 733–744. [Google Scholar] [CrossRef] [PubMed]
- Shesh, B.; Connor, J.R. A novel view of ferritin in cancer. Biochim. Biophys. Acta (BBA)-Rev. Cancer 2023, 1878, 188917. [Google Scholar] [CrossRef]
- Zhang, C.; Liu, X.; Jin, S.; Chen, Y.; Guo, R. Ferroptosis in cancer therapy: A novel approach to reversing drug resistance. Mol. Cancer 2022, 21, 47. [Google Scholar] [CrossRef]
- Kotla, N.K.; Dutta, P.; Parimi, S.; Das, N.K. The Role of Ferritin in Health and Disease: Recent Advances and Understandings. Metabolites 2022, 12, 609. [Google Scholar] [CrossRef]
- Lin, S.; Fang, Y.; Lin, Y.; Mo, Z.; Hong, X.; Jian, Z.; Ji, C. Meta-analysis of the prognostic value of pretreatment serum ferritin in hepatobiliary and pancreas (HBP) cancers. BMJ Open 2021, 11, e040801. [Google Scholar] [CrossRef] [PubMed]
- Wu, S.-J.; Zhang, Z.-Z.; Cheng, N.-S.; Xiong, X.-Z.; Yang, L. Preoperative serum ferritin is an independent prognostic factor for liver cancer after hepatectomy. Surg. Oncol. 2019, 29, 159–167. [Google Scholar] [CrossRef]
- Jaksch-Bogensperger, H.; Spiegl-Kreinecker, S.; Arosio, P.; Eckl, P.; Golaszewski, S.; Ebner, Y.; Al-Schameri, R.; Strasser, P.; Weis, S.; Bresgen, N. Ferritin in glioblastoma. Br. J. Cancer 2020, 122, 1441–1444. [Google Scholar] [CrossRef]
- Koyama, S.; Fujisawa, S.; Watanabe, R.; Itabashi, M.; Ishibashi, D.; Ishii, Y.; Hattori, Y.; Nakajima, Y.; Motohashi, K.; Takasaki, H.; et al. Serum ferritin level is a prognostic marker in patients with peripheral T-cell lymphoma. Int. J. Lab. Hematol. 2017, 39, 112–117. [Google Scholar] [CrossRef]
- Habel, M.-E.; Jung, D. c-Myc over-expression in Ramos Burkitt’s lymphoma cell line predisposes to iron homeostasis disruption in vitro. Biochem. Biophys. Res. Commun. 2006, 341, 1309–1316. [Google Scholar] [CrossRef] [PubMed]
- Kim, D.J.; Kim, T.; Jeong, J.-Y.; Jo, J.-C.; Lee, W.S.; Shin, H.-J.; Lee, J.H.; Lee, H.S. Poor prognostic impact of high serum ferritin levels in patients with a lower risk of diffuse large B cell lymphoma. Int. J. Hematol. 2020, 111, 559–566. [Google Scholar] [CrossRef]
- Hohaus, S.; Giachelia, M.; Cuccaro, A.; Voso, M.T.; Leone, G. Iron in Hodgkin’s Lymphoma. Crit. Rev. Oncog. 2013, 18, 463–469. [Google Scholar] [CrossRef]
- Torti, S.V.; Torti, F.M. Iron and cancer: More ore to be mined. Nat. Rev. Cancer 2013, 13, 342–355. [Google Scholar] [CrossRef] [PubMed]
- Wu, T.; Li, Y.; Liu, B.; Zhang, S.; Wu, L.; Zhu, X.; Chen, Q. Expression of Ferritin Light Chain (FTL) Is Elevated in Glioblastoma, and FTL Silencing Inhibits Glioblastoma Cell Proliferation via the GADD45/JNK Pathway. PLoS ONE 2016, 11, e0149361. [Google Scholar] [CrossRef] [PubMed]
- Hann, H.W.; Levy, H.M.; Evans, E.A. Serum ferritin as a guide to therapy in neuroblastoma. Cancer Res. 1980, 40, 1411–1413. [Google Scholar]
- Corrias, M.V.; Cangemi, G.; Reggiardo, G.; Barco, S.; Barbagallo, L.; Conte, M.; D’Angelo, P.; Favre, C.; Bianchi, M.; Galleni, B.; et al. Prognostic value of ferritin, neuron-specific enolase, lactate dehydrogenase, and urinary and plasmatic catecholamine metabolites in children with neuroblastoma. OncoTargets Ther. 2012, 5, 417–423. [Google Scholar] [CrossRef]
- Ma, X.; Zhao, J.; Feng, H. Targeting iron metabolism in osteosarcoma. Discov. Oncol. 2023, 14, 3–11. [Google Scholar] [CrossRef]
- Pruthi, T.; Agrawal, B.K.; Khanna, S.P.; Bazad, J.; Bhatnagar, M. Hyperferritinemia in a Case of Soft Tissue Sarcoma. Int. J. Med. Pharm. Case Rep. 2021, 14, 19–23. [Google Scholar] [CrossRef]
- Farruggia, P.; Puccio, G.; Sala, A.; Todesco, A.; Buffardi, S.; Garaventa, A.; Bottigliero, G.; Bianchi, M.; Zecca, M.; Locatelli, F.; et al. The prognostic value of biological markers in paediatric Hodgkin lymphoma. Eur. J. Cancer 2016, 52, 33–40. [Google Scholar] [CrossRef] [PubMed]
- Tong, H.; Ren, Y.; Qian, W.; Xiao, F.; Mai, W.; Meng, H.; Jin, J. Clinicopathological study on peripheral T-cell non-Hodgkin lymphoma with bone marrow involvement: A retrospective analysis from China. Int. J. Hematol. 2009, 90, 303–310. [Google Scholar] [CrossRef] [PubMed]
- Schempp, A.; Lee, J.C.; Kearney, S.; Mulrooney, D.A.; Smith, A.R. Iron Overload in Survivors of Childhood Cancer. J. Pediatr. Hematol. 2016, 38, 27–31. [Google Scholar] [CrossRef] [PubMed]
- Trovillion, E.M.; Schubert, L.; Dietz, A.C. Iron Overload in Survivors of Childhood Cancer. J. Pediatr. Hematol. 2018, 40, 396–400. [Google Scholar] [CrossRef] [PubMed]
- Stevens, R.G.; Jones, D.Y.; Micozzi, M.S.; Taylor, P.R. Body Iron Stores and the Risk of Cancer. Engl. J. Med. 1988, 319, 1047–1052. [Google Scholar] [CrossRef]
- Mainous, A.G.; Gill, J.M.; Everett, C.J. Transferrin Saturation, Dietary Iron Intake, and Risk of Cancer. Ann. Fam. Med. 2005, 3, 131–137. [Google Scholar] [CrossRef]
- Ruccione, K.S.; Wood, J.C.; Sposto, R.; Malvar, J.; Chen, C.; Freyer, D.R. Characterization of Transfusion-Derived Iron Deposition in Childhood Cancer Survivors. Cancer Epidemiol. Biomark. Prev. 2014, 23, 1913–1919. [Google Scholar] [CrossRef]
- Rascon, J.; Rageliene, L.; Stankeviciene, S.; Palionis, D.; Tamosiunas, A.E.; Valeviciene, N.; Zvirblis, T. An assessment of iron overload in children treated for cancer and nonmalignant hematologic disorders. Eur. J. Pediatr. 2014, 173, 1137–1146. [Google Scholar] [CrossRef]
- Das, S.; Kashyap, A.; Chopra, N.; Aggarwal, K.C.; Misra, A.; Singh, A. Ferritin as an indicator of disease activity in Hodgkin lymphoma in pediatric patients. Am. J. Blood Res. 2022, 12, 11–16. [Google Scholar]
- Ware, H.M.; Kwiatkowski, J.L. Evaluation and Treatment of Transfusional Iron Overload in Children. Pediatr. Clin. Am. 2013, 60, 1393–1406. [Google Scholar] [CrossRef]
- Shander, A.; Cappellini, M.D.; Goodnough, L.T. Iron overload and toxicity: The hidden risk of multiple blood transfusions. Vox Sang. 2009, 97, 185–197. [Google Scholar] [CrossRef] [PubMed]
- Ruccione, K.S.; Mudambi, K.; Sposto, R.; Fridey, J.; Ghazarossian, S.; Freyer, D.R. Association of projected transfusional iron burden with treatment intensity in childhood cancer survivors. Pediatr. Blood Cancer 2012, 59, 697–702. [Google Scholar] [CrossRef] [PubMed]
- Majhail, N.S.; DeFor, T.E.; Lazarus, H.M.; Burns, L.J. Iron-overload after autologous hematopoietic cell transplantation. Leuk. Res. 2009, 33, 578–579. [Google Scholar] [CrossRef] [PubMed]
- Buchanan, G.R. Blood transfusions in children with cancer and hematologic disorders: Why, when, and how? Pediatr. Blood Cancer 2005, 44, 114–116. [Google Scholar] [CrossRef] [PubMed]
- Amid, A.; Barrowman, N.; Vijenthira, A.; Lesser, P.; Mandel, K.; Ramphal, R. Risk factors for hyperferritinemia secondary to red blood cell transfusions in pediatric cancer patients. Pediatr. Blood Cancer 2013, 60, 1671–1675. [Google Scholar] [CrossRef]
- Wood, J.C. Estimating tissue iron burden: Current status and future prospects. Br. J. Haematol. 2015, 170, 15–28. [Google Scholar] [CrossRef]
- Bowen, D.; Culligan, D.; Jowitt, S.; Kelsey, S.; Mufti, G.; Oscier, D.; Parker, J. Guidelines for the diagnosis and therapy of adult myelodysplastic syndromes. Br. J. Haematol. 2003, 120, 187–200. [Google Scholar] [CrossRef]
- Petronek, M.S.; Tomanek-Chalkley, A.M.; Monga, V.; Milhem, M.M.; Miller, B.J.; Magnotta, V.A.; Allen, B.G. Detection of Ferritin Expression in Soft Tissue Sarcomas with MRI: Potential Implications for Iron Metabolic Therapy. Iowa Orthop. J. 2022, 42, 255–262. [Google Scholar]
- Mantovani, A.; Allavena, P.; Sica, A.; Balkwill, F. Cancer-related inflammation. Nature 2008, 454, 436–444. [Google Scholar] [CrossRef]
- Choi, E.-S.; Kim, H.-S.; Han, I. Elevated Preoperative Systemic Inflammatory Markers Predict Poor Outcome in Localized Soft Tissue Sarcoma. Ann. Surg. Oncol. 2013, 21, 778–785. [Google Scholar] [CrossRef]
- Diakos, C.I.; Charles, K.A.; McMillan, D.C.; Clarke, S.J. Cancer-related inflammation and treatment effectiveness. Lancet Oncol. 2014, 15, e493–e503. [Google Scholar] [CrossRef] [PubMed]
- Moroz, V.; Machin, D.; Hero, B.; Ladenstein, R.; Berthold, F.; Kao, P.; Obeng, Y.; Pearson, A.D.; Cohn, S.L.; London, W.B. The prognostic strength of serum LDH and serum ferritin in children with neuroblastoma: A report from the International Neuroblastoma Risk Group (INRG) project. Pediatr. Blood Cancer 2020, 67, e28359. [Google Scholar] [CrossRef] [PubMed]
- Hagberg, H.; Glimelius, B.; Gronowitz, S.; Killander, A.; Källander, C.; Schröder, T. Biochemical markers in non-Hodgkin’s lymphoma stages III and IV and prognosis: A multivariate analysis. Scand. J. Haematol. 1984, 33, 59–67. [Google Scholar] [CrossRef] [PubMed]
- Mahindra, A.; Bolwell, B.; Sobecks, R.; Rybicki, L.; Pohlman, B.; Dean, R.; Andresen, S.; Sweetenham, J.; Kalaycio, M.; Copelan, E. Elevated Ferritin Is Associated with Relapse after Autologous Hematopoietic Stem Cell Transplantation for Lymphoma. Biol. Blood Marrow Transplant. 2008, 14, 1239–1244. [Google Scholar] [CrossRef]
- Yoh, K.A.; Lee, H.S.; Park, L.C.; Lee, E.M.; Shin, S.H.; Park, D.J.; Ye, B.J.; Kim, Y.S. The Prognostic Significance of Elevated Levels of Serum Ferritin Before Chemotherapy in Patients with Non-Hodgkin Lymphoma. Clin. Lymphoma Myeloma Leuk. 2014, 14, 43–49. [Google Scholar] [CrossRef]
- Evans, A.E.; D’Angio, G.J.; Propert, K.; Anderson, J.; Hann, H.W. Prognostic Factor in Neuroblastoma. Cancer 1987, 59, 1853–1859. [Google Scholar] [CrossRef] [PubMed]
- Hisano, T.; Okada, J.; Tsuda, K.; Iwata, S.; Saitoh, S.; Iwata, O. Control variables of serum ferritin concentrations in hospitalized newborn infants: An observational study. Sci. Rep. 2023, 13, 8424. [Google Scholar] [CrossRef]
- Halonen, P.; Mattila, J.; Suominen, P.; Ruuska, T.; Salo, M.K.; Mäkipernaa, A. Iron Overload in Children Who Are Treated for Acute Lymphoblastic Leukemia Estimated by Liver Siderosis and Serum Iron Parameters. Pediatrics 2003, 111, 91–96. [Google Scholar] [CrossRef]
- Silverstein, A.; Reddy, K.; Smith, V.; Foster, J.H.; Russell, H.V.; Whittle, S.B. Blood product administration during high risk neuroblastoma therapy. Pediatr. Hematol. Oncol. 2020, 37, 5–14. [Google Scholar] [CrossRef]
- Morgenstern, D.A.; Pötschger, U.; Moreno, L.; Papadakis, V.; Owens, C.; Ash, S.; Pasqualini, C.; Luksch, R.; Garaventa, A.; Canete, A.; et al. Risk stratification of high-risk metastatic neuroblastoma: A report from the HR-NBL-1/SIOPEN study. Pediatr. Blood Cancer 2018, 65, e27363. [Google Scholar] [CrossRef]
- Zekavat, O.R.; Tafti, F.F.; Bordbar, M.; Parand, S.M.; Haghpanah, S. Iron Overload in Children with Leukemia; Identification of a Cutoff Value for Serum Ferritin Level. J. Pediatr. Hematol. 2024, 46, e137–e142. [Google Scholar] [CrossRef] [PubMed]
- Sawicka-Zukowska, M.; Kretowska-Grunwald, A.; Kania, A.; Topczewska, M.; Niewinski, H.; Bany, M.; Grubczak, K.; Krawczuk-Rybak, M. Iron Overload in Children with Acute Lymphoblastic and Acute Myeloblastic Leukemia—Experience of One Center. Cancers 2024, 16, 367. [Google Scholar] [CrossRef] [PubMed]
- Styczyński, J.; Słomka, A.; Łęcka, M.; Albrecht, K.; Romiszewski, M.; Pogorzała, M.; Kubicka, M.; Kuryło-Rafińska, B.; Tejza, B.; Gadomska, G.; et al. Soluble Hemojuvelin and Ferritin: Potential Prognostic Markers in Pediatric Hematopoietic Cell Transplantation. Cancers 2023, 15, 1041. [Google Scholar] [CrossRef] [PubMed]
Basic Characteristic of the Patients | ||
---|---|---|
Study groups | Lymphomas | Solid tumors |
Tumor types and patient numbers | Hodgkin lymphoma = 10 Non-Hodgkin lymphoma = 12 | Soft tissue sarcoma = 14 Bone tumors = 10 Neuroblastoma = 16 Wilms tumor = 8 Germinal tumor = 8 Hepatoblastoma, hepatocarcinoma = 5 Others (brain tumor, histiocytosis) = 6 |
Age (years) | 3.9 years (1.4; 14.1) | |
12.2 years (3.1; 15.6) | 3.13 years (1.4; 12.2) | |
Sex (male%/ female%) | 60%/40% (53/35) | |
73%/27% (16/6) | 56%/44% (37/29) | |
Age within sex groups | ||
Male (3.8 years) | 5.4 years (2.3; 15.1) | 3.1 years (1.4; 11.6) |
Female (4.5 years) | 14.7 years (13.6; 15.8) | 3.1 years (1.0; 13.2) |
Patient distribution in age groups | ||
<5 years (54.6%) | 7/22 (31.8%) | 41/66 (62.1%) |
5–10 years (10.2%) | 3/22 (13.6%) | 6/66 (9.1%) |
>10 years (35.2%) | 12/22 (54.6%) | 19/66 (28.8%) |
Median [25th and 75th Percentile] | |
---|---|
TOTAL (n = 88) | |
| 1080 [540; 2730] |
| 53.85 [26.80; 99.73] |
| 5 [3.00; 13.75] |
LYMPHOMAS (n = 22) | |
| 900 [543; 1898] |
| 36.60 [13.50; 81.25] |
| 3 [2; 8.5] |
SOLID (n = 66) | |
| 1260 [525; 2938] |
| 57.65 [31.60; 116.40] |
| 5.5 [3.0; 14.0] |
STAGE IV | STAGE I–III | p | |
---|---|---|---|
n | 33 | 55 | |
deceased | 11/33 | 2/55 | p = 0.0014 |
age of diagnosis | 4.98 [1.20; 14.99] | 3.77 [1.49; 12.89] | p = 0.5364 |
ferritin at diagnosis | 89.7 * [40.9; 218.4] | 84.5 [48.0; 221.7] | p = 0.9917 |
ferritin at finish | 198.4 * [69.5; 499.5] | 99.0 [68.9; 330.3] | p = 0.0738 |
delta ferritin (finish—diagnosis level) | 39.0 [−15.7; 305.0] | 2.3 [−33.9; 40.3] | p = 0.0390 |
total volume of transfused blood (mL) | 2280 [960; 3720] | 720 [420; 1500] | p < 0.0001 |
mL/kg of transfused blood | 77.4 [50.1; 189.9] | 36.0 [22.9; 58.7] | p < 0.0001 |
number of transfusions | 12 [4; 19] | 4 [3; 6] | p < 0.0001 |
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Sawicka-Żukowska, M.; Krętowska-Grunwald, A.; Topczewska, M.; Krawczuk-Rybak, M.; Grubczak, K. Is Serum Ferritin a Predictor of Blood Transfusions Outcome and Survival in Childhood Lymphomas and Solid Tumors? Cancers 2024, 16, 3742. https://doi.org/10.3390/cancers16223742
Sawicka-Żukowska M, Krętowska-Grunwald A, Topczewska M, Krawczuk-Rybak M, Grubczak K. Is Serum Ferritin a Predictor of Blood Transfusions Outcome and Survival in Childhood Lymphomas and Solid Tumors? Cancers. 2024; 16(22):3742. https://doi.org/10.3390/cancers16223742
Chicago/Turabian StyleSawicka-Żukowska, Małgorzata, Anna Krętowska-Grunwald, Magdalena Topczewska, Maryna Krawczuk-Rybak, and Kamil Grubczak. 2024. "Is Serum Ferritin a Predictor of Blood Transfusions Outcome and Survival in Childhood Lymphomas and Solid Tumors?" Cancers 16, no. 22: 3742. https://doi.org/10.3390/cancers16223742