316
Views
0
CrossRef citations to date
0
Altmetric
ORIGINAL RESEARCH

Inflammatory and Nutritional Scoring System for Predicting Prognosis in Patients with Newly Diagnosed Multiple Myeloma

, , , &
Pages 7-17 | Received 18 Sep 2022, Accepted 24 Dec 2022, Published online: 05 Jan 2023

References

  • van de Donk N, Pawlyn C, Yong KL. Multiple myeloma. Lancet. 2021;397(10272):410–427. doi:10.1016/s0140-6736(21)00135-5
  • Palumbo A, Avet-Loiseau H, Oliva S, et al. Revised international staging system for multiple myeloma: a report from International Myeloma Working Group. J Clin Oncol. 2015;33(26):2863–2869. doi:10.1200/jco.2015.61.2267
  • Durie BG, Salmon SE. A clinical staging system for multiple myeloma. Correlation of measured myeloma cell mass with presenting clinical features, response to treatment, and survival. Cancer. 1975;36(3):842–854. doi:10.1002/1097-0142(197509)36:3<842::aid-cncr2820360303>3.0.co;2-u
  • Greipp PR, San Miguel J, Durie BG, et al. International staging system for multiple myeloma. J Clin Oncol. 2005;23(15):3412–3420. doi:10.1200/jco.2005.04.242
  • Perrot A, Lauwers-Cances V, Tournay E, et al. Development and validation of a cytogenetic prognostic index predicting survival in multiple myeloma. J Clin Oncol. 2019;37(19):1657–1665. doi:10.1200/jco.18.00776
  • Kumar SK, Mikhael JR, Buadi FK, et al. Management of newly diagnosed symptomatic multiple myeloma: updated Mayo Stratification of Myeloma and Risk-Adapted Therapy (mSMART) consensus guidelines. Mayo Clin Proc. 2009;84(12):1095–1110. doi:10.4065/mcp.2009.0603
  • Zitvogel L, Pietrocola F, Kroemer G. Nutrition, inflammation and cancer. Nat Immunol. 2017;18(8):843–850. doi:10.1038/ni.3754
  • Caro J, Braunstein M, Williams L, et al. Inflammation and infection in plasma cell disorders: how pathogens shape the fate of patients. Leukemia. 2022;36(3):613–624. doi:10.1038/s41375-021-01506-9
  • Dosani T, Covut F, Beck R, Driscoll JJ, De lima M, Malek E. Significance of the absolute lymphocyte/monocyte ratio as a prognostic immune biomarker in newly diagnosed multiple myeloma. Blood Cancer J. 2017;7(6):e579. doi:10.1038/bcj.2017.60
  • Romano A, Laura Parrinello N, Cerchione C, et al. The NLR and LMR ratio in newly diagnosed MM patients treated upfront with novel agents. Blood Cancer J. 2017;7(12):649. doi:10.1038/s41408-017-0019-6
  • Romano A, Parrinello NL, Consoli ML, et al. Neutrophil to lymphocyte ratio (NLR) improves the risk assessment of ISS staging in newly diagnosed MM patients treated upfront with novel agents. Ann Hematol. 2015;94(11):1875–1883. doi:10.1007/s00277-015-2462-4
  • Binder M, Rajkumar SV, Lacy MQ, et al. Peripheral blood biomarkers of early immune reconstitution in newly diagnosed multiple myeloma. Am J Hematol. 2019;94(3):306–311. doi:10.1002/ajh.25365
  • Okamoto S, Ureshino H, Kidoguchi K, et al. Clinical impact of the CONUT score in patients with multiple myeloma. Ann Hematol. 2020;99(1):113–119. doi:10.1007/s00277-019-03844-2
  • Zhou X, Lu Y, Xia J, Mao J, Wang J, Guo H. Association between baseline Controlling Nutritional Status score and clinical outcomes of patients with multiple myeloma. Cancer Biomark. 2021;32(1):65–71. doi:10.3233/cbm-210073
  • Kamiya T, Ito C, Fujita Y, et al. The prognostic value of the controlling nutritional status score in patients with multiple myeloma. Leuk Lymphoma. 2020;61(8):1894–1900. doi:10.1080/10428194.2020.1749608
  • Garzón Herazo JR, Muñoz Velandia OM, Solano JC, Molina Pimienta L, Figueroa Lemus WJ. The nutrition risk index is associated with bacteremia within 30 days after autologous stem cell transplantation in patients with multiple myeloma. Transpl Infect Dis. 2020;22(4):e13302. doi:10.1111/tid.13302
  • Jung SH, Yang DH, Ahn JS, et al. Decreased body mass index is associated with poor prognosis in patients with multiple myeloma. Ann Hematol. 2014;93(5):835–840. doi:10.1007/s00277-013-1977-9
  • Buzby GP, Mullen JL, Matthews DC, et al. Prognostic nutritional index in gastrointestinal surgery. Am J Surg. 1980;139(1):160–167. doi:10.1016/0002-9610(80)90246-9
  • Liang F, Dong XY, Tang GF, et al. Influence of prognostic nutritional index and controlling nutritional status on the prognosis of patients with multiple myeloma. Zhonghua Xue Ye Xue Za Zhi. 2021;42(4):332–337. Chinese. doi:10.3760/cma.j.issn.0253-2727.2021.04.011
  • Garnero P, Buchs N, Zekri J, Rizzoli R, Coleman RE, Delmas PD. Markers of bone turnover for the management of patients with bone metastases from prostate cancer. Br J Cancer. 2000;82(4):858–864. doi:10.1054/bjoc.1999.1012
  • Sandfeld-Paulsen B, Aggerholm-Pedersen N, Winther-Larsen A. Pretreatment albumin-to-alkaline phosphatase ratio is a prognostic marker in lung cancer patients: a registry-based study of 7077 lung cancer patients. Cancers. 2021;1(2):613. doi:10.3390/cancers1323613
  • Wang Y, Xiong F, Yang J, et al. Decreased albumin-to-alkaline phosphatase ratio predicted poor survival of resectable gastric cancer patients. J Gastrointest Oncol. 2021;12(4):1338–1350. doi:10.21037/jgo-21-430
  • Bouillanne O, Morineau G, Dupont C, et al. Geriatric Nutritional Risk Index: a new index for evaluating at-risk elderly medical patients. Am J Clin Nutr. 2005;82(4):777–783. doi:10.1093/ajcn/82.4.777
  • Diakos CI, Charles KA, McMillan DC, Clarke SJ. Cancer-related inflammation and treatment effectiveness. Lancet Oncol. 2014;15(11):e493–503. doi:10.1016/s1470-2045(14)70263-3
  • Li WZ, Hua X, Lv SH, et al. A scoring system based on nutritional and inflammatory parameters to predict the efficacy of first-line chemotherapy and survival outcomes for de novo metastatic nasopharyngeal carcinoma. J Inflamm Res. 2021;14:817–828. doi:10.2147/jir.S296710
  • Wang N, Xi W, Lu S, et al. A novel inflammatory-nutritional prognostic scoring system for stage III gastric cancer patients with radical gastrectomy followed by adjuvant chemotherapy. Front Oncol. 2021;11:650562. doi:10.3389/fonc.2021.650562
  • Mao YS, Hao SJ, Zou CF, Xie ZB, Fu DL. Controlling Nutritional Status score is superior to Prognostic Nutritional Index score in predicting survival and complications in pancreatic ductal adenocarcinoma: a Chinese propensity score matching study. Br J Nutr. 2020;124(11):1190–1197. doi:10.1017/s0007114520002299
  • Lee S, Fujita K, Morishita T, et al. Prognostic utility of a geriatric nutritional risk index in combination with a comorbidity index in elderly patients with diffuse large B cell lymphoma. Br J Haematol. 2021;192(1):100–109. doi:10.1111/bjh.16743
  • Chen L, Bai P, Kong X, et al. Prognostic Nutritional Index (PNI) in patients with breast cancer treated with neoadjuvant chemotherapy as a useful prognostic indicator. Front Cell Dev Biol. 2021;9:656741. doi:10.3389/fcell.2021.656741
  • Wang KF, Chang BY, Chen XQ, et al. A prognostic model based on pretreatment platelet lymphocyte ratio for stage IE/IIE upper aerodigestive tract extranodal NK/T cell lymphoma, nasal type. Med Oncol. 2014;31(12):318. doi:10.1007/s12032-014-0318-8
  • Reddy JP, Hernandez M, Gunther JR, et al. Pre-treatment neutrophil/lymphocyte ratio and platelet/lymphocyte ratio are prognostic of progression in early stage classical Hodgkin lymphoma. Br J Haematol. 2018;180(4):545–549. doi:10.1111/bjh.15054
  • Salman T, Kazaz SN, Varol U, et al. Prognostic value of the pretreatment neutrophil-to-lymphocyte ratio and platelet-to-lymphocyte ratio for patients with neuroendocrine tumors: an Izmir oncology group study. Chemotherapy. 2016;61(6):281–286. doi:10.1159/000445045
  • Solmaz S, Uzun O, Acar C, et al. Is the platelet-to-lymphocyte ratio a new prognostic marker in multiple myeloma? J Lab Physicians. 2018;10(4):363–369. doi:10.4103/jlp.Jlp_36_18
  • Bataille R, Boccadoro M, Klein B, Durie B, Pileri A. C-reactive protein and beta-2 microglobulin produce a simple and powerful myeloma staging system. Blood. 1992;80(3):733–737. doi:10.1182/blood.V80.3.733.733
  • Offidani M, Corvatta L, Polloni C, et al. Serum C-reactive protein at diagnosis and response to therapy is the most powerful factor predicting outcome of multiple myeloma treated with thalidomide/ anthracycline-based therapy. Clin Lymphoma Myeloma. 2008;8(5):294–299. doi:10.3816/CLM.2008.n.041
  • Kim DS, Yu ES, Kang KW, et al. Myeloma prognostic index at diagnosis might be a prognostic marker in patients newly diagnosed with multiple myeloma. Korean J Intern Med. 2017;32(4):711–721. doi:10.3904/kjim.2016.054
  • Dewys WD, Begg C, Lavin PT, et al. Prognostic effect of weight loss prior to chemotherapy in cancer patients. Eastern Cooperative Oncology Group. Am J Med. 1980;69(4):491–497. doi:10.1016/s0149-2918(05)80001-3
  • Tian G, Li G, Guan L, Yang Y, Li N. Pretreatment albumin-to-alkaline phosphatase ratio as a prognostic indicator in solid cancers: a meta-analysis with trial sequential analysis. Int J Surg. 2020;81:66–73. doi:10.1016/j.ijsu.2020.07.024
  • An L, Yin WT, Sun DW. Albumin-to-alkaline phosphatase ratio as a promising indicator of prognosis in human cancers: is it possible? BMC Cancer. 2021;21(1):247. doi:10.1186/s12885-021-07921-6
  • Riveros C, Jazayeri SB, Chalfant V, Ahmed F, Bandyk M, Balaji KC. The Geriatric nutritional risk index predicts postoperative outcomes in bladder cancer: a propensity score-matched analysis. J Urol. 2022;207(4):797–804. doi:10.1097/ju.0000000000002342
  • Ruan GT, Zhang Q, Zhang X, et al. Geriatric Nutrition Risk Index: prognostic factor related to inflammation in elderly patients with cancer cachexia. J Cachexia Sarcopenia Muscle. 2021;12(6):1969–1982. doi:10.1002/jcsm.12800
  • Ludwig H, Durie BG, Bolejack V, et al. Myeloma in patients younger than age 50 years presents with more favorable features and shows better survival: an analysis of 10 549 patients from the International Myeloma Working Group. Blood. 2008;111(8):4039–4047. doi:10.1182/blood-2007-03-081018
  • Cejalvo MJ, Bustamante G, González E, et al. Treatment patterns and outcomes in real-world transplant-ineligible patients newly diagnosed with multiple myeloma. Ann Hematol. 2021;100(7):1769–1778. doi:10.1007/s00277-021-04529-5
  • Cook G, Royle KL, Pawlyn C, et al. A clinical prediction model for outcome and therapy delivery in transplant-ineligible patients with myeloma (UK Myeloma Research Alliance Risk Profile): a development and validation study. Lancet Haematol. 2019;6(3):e154–e166. doi:10.1016/s2352-3026(18)30220-5