Glycemic Control as an Early Prognostic Marker in Advanced Pancreatic Cancer

被引:11
作者
Alpertunga, Ipek [1 ]
Sadiq, Rabail [1 ]
Pandya, Deep [2 ]
Lo, Tammy [1 ]
Dulgher, Maxim [1 ]
Evans, Sarah [3 ]
Bennett, Bridget [4 ]
Rennert, Nancy [1 ]
Frank, Richard C. [1 ,2 ]
机构
[1] Nuvance Hlth, Norwalk Hosp, Dept Med, Norwalk, CT 06856 USA
[2] Nuvance Hlth, Rudy L Ruggles Biomed Res Inst, Danbury, CT 06810 USA
[3] Nuvance Hlth, Danbury Hosp, Dept Med, Danbury, CT USA
[4] Nuvance Hlth, Dept Nutr, Norwalk Hosp, Norwalk, CT USA
来源
FRONTIERS IN ONCOLOGY | 2021年 / 11卷
关键词
pancreatic cancer; diabetes mellitus; hyperglycemia; prognostic marker; glycemic control; HEMOGLOBIN A1C LEVELS; RANDOM BLOOD-GLUCOSE; DIABETES-MELLITUS; CLINICAL-OUTCOMES; SURVIVAL; RISK; GEMCITABINE; FOLFIRINOX; MORTALITY; THERAPY;
D O I
10.3389/fonc.2021.571855
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose Impaired glucose metabolism is present in most patients with pancreatic ductal adenocarcinoma (PDAC). Whereas previous studies have focused on pre-treatment glycemic indices and prognosis in those with concomitant diabetes, the effects of glycemic control during chemotherapy treatment on prognosis, in patients with and without diabetes, have not been well characterized. We examined the relationship between early glycemic control and overall survival (OS) in a cohort of patients with advanced PDAC treated in a community setting. Patients and Methods Seventy-three patients with advanced PDAC (38% with diabetes) receiving chemotherapy while participating in a biobanking clinical trial were included. Clinical characteristics and laboratory results during 1 year were obtained from the electronic medical record. Kaplan-Meier estimate, log-rank test and hazard ratios were computed to assess the effect of glycemic control on OS. The Cox proportional hazards regression model was applied to ascertain the significance of glycemic control with other survival variables. Results One thousand four hundred eighteen random blood glucose (RBG) values were analyzed. In accord with previous findings, a 50% decline in the serum tumor marker CA 19-9 at any time was predictive of survival (P=0.0002). In univariate analysis, an elevated pre-treatment average RBG, 3-month average RBG (RBG-3) and the FOLFIRINOX regimen were associated with longer survival. Based on ROC analysis (AUC=0.82), an RBG-3 of 120 mg/dl was determined to be the optimal cutoff to predict 12-month survival. In multivariate analysis that included age, stage, BMI, performance status, presence of diabetes, and chemotherapy regimen, only RBG-3 maintained significance: an RBG-3 <= 120 mg/dl predicted for improved OS compared to >120 mg/dl (19 vs. 9 months; HR=0.37, P=0.002). In contrast, an early decline in CA 19-9 could not predict OS. Conclusion Lower glucose levels during the first 3 months of treatment for advanced PDAC predict for improved OS in patients both with and without diabetes. These results suggest that RBG-3 may be a novel prognostic biomarker worthy of confirmation in a larger patient cohort and that studies exploring a possible cause and effect of this novel survival-linked relationship are warranted.
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页数:10
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共 48 条
  • [1] Amer Diabet Assoc, 2010, DIABETES CARE, V33, pS11, DOI [10.2337/dc10-S011, 10.2337/dc13-S011, 10.2337/dc13-S067, 10.2337/dc10-S062, 10.2337/dc12-s064, 10.2337/dc14-S081, 10.2337/dc11-S062, 10.2337/dc11-S011, 10.2337/dc12-s011]
  • [2] Diabetes, Pancreatogenic Diabetes, and Pancreatic Cancer
    Andersen, Dana K.
    Korc, Murray
    Petersen, Gloria M.
    Eibl, Guido
    Li, Donghui
    Rickels, Michael R.
    Chari, Suresh T.
    Abbruzzese, James L.
    [J]. DIABETES, 2017, 66 (05) : 1103 - 1110
  • [3] The Fallacy of Average: How Using HbA1c Alone to Assess Glycemic Control Can Be Misleading
    Beck, Roy W.
    Connor, Crystal G.
    Mullen, Deborah M.
    Wesley, David M.
    Bergenstal, Richard M.
    [J]. DIABETES CARE, 2017, 40 (08) : 994 - 999
  • [4] Random Blood Glucose: A Robust Risk Factor For Type 2 Diabetes
    Bowen, Michael E.
    Xuan, Lei
    Lingvay, Ildiko
    Halm, Ethan A.
    [J]. JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 2015, 100 (04) : 1503 - 1510
  • [5] Elevated Hemoglobin A1c Levels Are Associated with Worse Survival in Advanced Pancreatic Cancer Patients with Diabetes
    Cheon, Young Koog
    Koo, Ja Kyung
    Lee, Yoon Serk
    Lee, Tae Yoon
    Shim, Chan Sup
    [J]. GUT AND LIVER, 2014, 8 (02) : 205 - 214
  • [6] FOLFIRINOX or Gemcitabine as Adjuvant Therapy for Pancreatic Cancer
    Conroy, T.
    Hammel, P.
    Hebbar, M.
    Ben Abdelghani, M.
    Wei, A. C.
    Raoul, J. -L.
    Chone, L.
    Francois, E.
    Artru, P.
    Biagi, J. J.
    Lecomte, T.
    Assenat, E.
    Faroux, R.
    Ychou, M.
    Volet, J.
    Sauvanet, A.
    Breysacher, G.
    Di Fiore, F.
    Cripps, C.
    Kavan, P.
    Texereau, P.
    Bouhier-Leporrier, K.
    Khemissa-Akouz, F.
    Legoux, J. -L.
    Juzyna, B.
    Gourgou, S.
    O'Callaghan, C. J.
    Jouffroy-Zeller, C.
    Rat, P.
    Malka, D.
    Castan, F.
    Bachet, J. -B.
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2018, 379 (25) : 2395 - 2406
  • [7] FOLFIRINOX versus Gemcitabine for Metastatic Pancreatic Cancer
    Conroy, Thierry
    Desseigne, Francoise
    Ychou, Marc
    Bouche, Olivier
    Guimbaud, Rosine
    Becouarn, Yves
    Adenis, Antoine
    Raoul, Jean-Luc
    Gourgou-Bourgade, Sophie
    de la Fouchardiere, Christelle
    Bennouna, Jaafar
    Bachet, Jean-Baptiste
    Khemissa-Akouz, Faiza
    Pere-Verge, Denis
    Delbaldo, Catherine
    Assenat, Eric
    Chauffert, Bruno
    Michel, Pierre
    Montoto-Grillot, Christine
    Ducreux, Michel
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2011, 364 (19) : 1817 - 1825
  • [8] Oncogenic KRAS-Driven Metabolic Reprogramming in Pancreatic Cancer Cells Utilizes Cytokines from the Tumor Microenvironment
    Dey, Prasenjit
    Li, Jun
    Zhang, Jianhua
    Chaurasiya, Surendra
    Strom, Anders
    Wang, Huamin
    Liao, Wen-Ting
    Cavallaro, Frederick
    Denz, Parker
    Bernard, Vincent
    Yen, Er-Yen
    Genovese, Giannicola
    Gulhati, Pat
    Liu, Jielin
    Chakravarti, Deepavali
    Deng, Pingna
    Zhang, Tingxin
    Carbone, Federica
    Chang, Qing
    Ying, Haoqiang
    Shang, Xiaoying
    Spring, Denise J.
    Ghosh, Bidyut
    Putluri, Nagireddy
    Maitra, Anirban
    Wang, Y. Alan
    DePinho, Ronald A.
    [J]. CANCER DISCOVERY, 2020, 10 (04) : 608 - 625
  • [9] CA 19-9 Response A Surrogate to Predict Survival in Patients With Metastatic Pancreatic Adenocarcinoma
    Diaz, Celso L.
    Cinar, Pelin
    Hwang, Jimmy
    Ko, Andrew H.
    Tempero, Margaret A.
    [J]. AMERICAN JOURNAL OF CLINICAL ONCOLOGY-CANCER CLINICAL TRIALS, 2019, 42 (12): : 898 - 902
  • [10] Baseline Hemoglobin-A1c Impacts Clinical Outcomes in Patients With Pancreatic Cancer
    Fan, Katherine Y.
    Dholakia, Avani S.
    Wild, Aaron T.
    Su, Zheng
    Hacker-Prietz, Amy
    Kumar, Rachit
    Hodgin, Mary
    Hsu, Charles C.
    Le, Dung T.
    De Jesus-Acosta, Ana
    Diaz, Luis A., Jr.
    Laheru, Daniel A.
    Hruban, Ralph H.
    Fishman, Elliot K.
    Brown, Todd D.
    Pawlik, Timothy M.
    Wolfgang, Christopher L.
    Tran, Phuoc T.
    Herman, Joseph M.
    [J]. JOURNAL OF THE NATIONAL COMPREHENSIVE CANCER NETWORK, 2014, 12 (01): : 50 - 57