Prognostic value of initial and longitudinal changes in body composition in metastatic pancreatic cancer

被引:8
作者
Lee, Min Woo [1 ,2 ,3 ]
Jeon, Sun Kyung [4 ]
Paik, Woo Hyun [1 ,2 ]
Yoon, Jeong Hee [4 ]
Joo, Ijin [4 ]
Lee, Jeong Min [4 ,5 ,8 ,9 ]
Lee, Sang Hyub [1 ,2 ,6 ,7 ]
机构
[1] Seoul Natl Univ, Seoul Natl Univ Hosp, Coll Med, Dept Internal Med, Seoul, South Korea
[2] Seoul Natl Univ, Seoul Natl Univ Hosp, Coll Med, Liver Res Inst, Seoul, South Korea
[3] Armed Forces Capital Hosp, Dept Internal Med, Seongnam, South Korea
[4] Seoul Natl Univ Hosp, Dept Radiol, Seoul, South Korea
[5] Seoul Natl Univ, Med Res Ctr, Inst Radiat Med, Seoul, South Korea
[6] Seoul Natl Univ, Seoul Natl Univ Hosp, Coll Med, Dept Internal Med, 101 Daehangno, Seoul 03080, South Korea
[7] Seoul Natl Univ, Seoul Natl Univ Hosp, Coll Med, Liver Res Inst, 101 Daehangno, Seoul 03080, South Korea
[8] Seoul Natl Univ Hosp, Dept Radiol, 101 Daehangno, Seoul 03080, South Korea
[9] Seoul Natl Univ, Med Res Ctr, Inst Radiat Med, 101 Daehangno, Seoul 03080, South Korea
基金
新加坡国家研究基金会;
关键词
body composition analysis; deep learning; pancreatic cancer; survival; SKELETAL-MUSCLE; MASS INDEX; ACTIVIN-A; ATTENUATION; CACHEXIA; IMPACT; SARCOPENIA; SURVIVAL; STRENGTH; QUALITY;
D O I
10.1002/jcsm.13437
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 100203 ;
摘要
Background Sarcopenia or visceral adipose tissue has been reported to be related to pancreatic cancer prognosis. However, clinical relevance of the comprehensive analysis of body compositions and their longitudinal changes is lacking. This study analysed the association between body composition changes after chemotherapy and survival in patients with metastatic pancreatic cancer. Methods We retrospectively included 456 patients (mean age +/- standard deviation, 61.2 +/- 10.0 years; 272 males and 184 females) with metastatic pancreatic cancer who received palliative chemotherapy from May 2011 to December 2019. Using deep learning-based, fully automated segmentation of contrast-enhanced computed tomography (CT) at the time of diagnosis, cross-sectional areas of muscle, subcutaneous adipose tissue and visceral adipose tissue were extracted from a single axial image of the portal venous phase at L3 level. Skeletal muscle index (SMI), visceral adipose tissue index (VATI), subcutaneous adipose tissue index (SATI) and mean skeletal muscle attenuation (MA) were calculated, and their effect on overall survival (OS) was analysed. Longitudinal changes in body composition and prognostic values were also analysed in a subgroup of patients with 2- and 6-month follow-up CT (n = 349). Results A total of 452 deaths occurred during follow-up in the entire cohort. The survival rate was 49.3% (95% confidence interval [CI], 44.9-54.2) at 1 year and 3.7% (95% CI, 2.0-6.8) at 5 years. In multivariable analysis, higher MA (>= 44.4 HU in males and >= 34.8 HU in females) at initial CT was significantly associated with better OS in both males and females (adjusted hazard ratio [HR], 0.706; 95% CI, 0.538-0.925; P = 0.012 for males, and HR, 0.656; 95% CI, 0.475-0.906; P = 0.010 for females), whereas higher SATI (>= 42.8 cm(2)/m(2) in males and >= 65.8 cm(2)/m(2) in females) was significantly associated with better OS in female patients only (adjusted HR, 0.568; 95% CI, 0.388-0.830; P = 0.003). In longitudinal analysis, SMI, VATI and SATI significantly decreased between initial and 2-month follow-up CT, whereas mean MA significantly decreased between 2- and 6-month follow-up CT. In multivariable Cox regression analysis of longitudinal changes, which was stratified by disease control state, SATI change was significantly associated with OS in male patients (adjusted HR, 0.513; 95% CI, 0.354-0.745; P < 0.001), while other body composition parameters were not. Conclusions In patients with metastatic pancreatic cancer, body composition mostly changed during the first 2 months after starting chemotherapy, and the prognostic factors associated with OS differed between males and females. Initial and longitudinal changes of body composition are associated with OS of metastatic pancreatic cancer.
引用
收藏
页码:735 / 745
页数:11
相关论文
共 41 条
  • [31] Prognostic value of early changes in CT-measured body composition in patients receiving chemotherapy for unresectable pancreatic cancer
    Salinas-Miranda, Emmanuel
    Deniffel, Dominik
    Dong, Xin
    Healy, Gerard M.
    Khalvati, Farzad
    O'Kane, Grainne M.
    Knox, Jennifer
    Bathe, Oliver F.
    Baracos, Vickie E.
    Gallinger, Steven
    Haider, Masoom A.
    [J]. EUROPEAN RADIOLOGY, 2021, 31 (11) : 8662 - 8670
  • [32] Association Between Changes in Body Composition and Neoadjuvant Treatment for Pancreatic Cancer
    Sandini, Marta
    Patino, Manuel
    Ferrone, Cristina R.
    Alvarez-Perez, Carlos A.
    Honselmann, Kim C.
    Paiella, Salvatore
    Catania, Matteo
    Riva, Luca
    Tedesco, Giorgia
    Casolino, Raffaella
    Auriemma, Alessandra
    Salandini, Maria C.
    Carrara, Giulia
    Cristel, Giulia
    Damascelli, Anna
    Ippolito, Davide
    D'Onofrio, Mirko
    Lillemoe, Keith D.
    Bassi, Claudio
    Braga, Marco
    Gianotti, Luca
    Sahani, Dushyant
    Fernandez-del Castillo, Carlos
    [J]. JAMA SURGERY, 2018, 153 (09) : 809 - 815
  • [33] RECIST 1.1-Update and clarification: From the RECIST committee
    Schwartz, Lawrence H.
    Litiere, Saskia
    de Vries, Elisabeth
    Ford, Robert
    Gwyther, Stephen
    Mandrekar, Sumithra
    Shankar, Lalitha
    Bogaerts, Jan
    Chen, Alice
    Dancey, Janet
    Hayes, Wendy
    Hodi, F. Stephen
    Hoekstra, Otto S.
    Huang, Erich P.
    Lin, Nancy
    Liu, Yan
    Therasse, Patrick
    Wolchok, Jedd D.
    Seymour, Lesley
    [J]. EUROPEAN JOURNAL OF CANCER, 2016, 62 : 132 - 137
  • [34] Cancer Statistics, 2021
    Siegel, Rebecca L.
    Miller, Kimberly D.
    Fuchs, Hannah E.
    Jemal, Ahmedin
    [J]. CA-A CANCER JOURNAL FOR CLINICIANS, 2021, 71 (01) : 7 - 33
  • [35] Sexual dimorphism modulates the impact of cancer cachexia on lower limb muscle mass and function
    Stephens, Nathan A.
    Gray, Calum
    MacDonald, Alisdair J.
    Tan, Benjamin H.
    Gallagher, Iain J.
    Skipworth, Richard J. E.
    Ross, James A.
    Fearon, Kenneth C. H.
    Greig, Carolyn A.
    [J]. CLINICAL NUTRITION, 2012, 31 (04) : 499 - 505
  • [36] Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries
    Sung, Hyuna
    Ferlay, Jacques
    Siegel, Rebecca L.
    Laversanne, Mathieu
    Soerjomataram, Isabelle
    Jemal, Ahmedin
    Bray, Freddie
    [J]. CA-A CANCER JOURNAL FOR CLINICIANS, 2021, 71 (03) : 209 - 249
  • [37] Measurement of muscle mass in sarcopenia: from imaging to biochemical markers
    Tosato, Matteo
    Marzetti, Emanuele
    Cesari, Matteo
    Savera, Giulia
    Miller, Ram R.
    Bernabei, Roberto
    Landi, Francesco
    Calvani, Riccardo
    [J]. AGING CLINICAL AND EXPERIMENTAL RESEARCH, 2017, 29 (01) : 19 - 27
  • [38] Low skeletal muscle radiation attenuation and visceral adiposity are associated with overall survival and surgical site infections in patients with pancreatic cancer
    van Dijk, David P. J.
    Bakens, Maikel J. A. M.
    Coolsen, Marielle M. E.
    Rensen, Sander S.
    van Dam, Ronald M.
    Bours, Martijn J. L.
    Weijenberg, Matty P.
    Dejong, Cornelis H. C.
    Damink, Steven W. M. Olde
    [J]. JOURNAL OF CACHEXIA SARCOPENIA AND MUSCLE, 2017, 8 (02): : 317 - 326
  • [39] TotalSegmentator: Robust Segmentation of 104 Anatomic Structures in CT Images
    Wasserthal, Jakob
    Breit, Hanns-Christian
    Meyer, Manfred T.
    Pradella, Maurice
    Hinck, Daniel
    Sauter, Alexander W.
    Heye, Tobias
    Boll, Daniel T.
    Cyriac, Joshy
    Yang, Shan
    Bach, Michael
    Segeroth, Martin
    [J]. RADIOLOGY-ARTIFICIAL INTELLIGENCE, 2023, 5 (05)
  • [40] Association between Body-Mass Index and Risk of Death in More Than 1 Million Asians
    Zheng, Wei
    McLerran, Dale F.
    Rolland, Betsy
    Zhang, Xianglan
    Inoue, Manami
    Matsuo, Keitaro
    He, Jiang
    Gupta, Prakash Chandra
    Ramadas, Kunnambath
    Tsugane, Shoichiro
    Irie, Fujiko
    Tamakoshi, Akiko
    Gao, Yu-Tang
    Wang, Renwei
    Shu, Xiao-Ou
    Tsuji, Ichiro
    Kuriyama, Shinichi
    Tanaka, Hideo
    Satoh, Hiroshi
    Chen, Chien-Jen
    Yuan, Jian-Min
    Yoo, Keun-Young
    Ahsan, Habibul
    Pan, Wen-Harn
    Gu, Dongfeng
    Pednekar, Mangesh Suryakant
    Sauvaget, Catherine
    Sasazuki, Shizuka
    Sairenchi, Toshimi
    Yang, Gong
    Xiang, Yong-Bing
    Nagai, Masato
    Suzuki, Takeshi
    Nishino, Yoshikazu
    You, San-Lin
    Koh, Woon-Puay
    Park, Sue K.
    Chen, Yu
    Shen, Chen-Yang
    Thornquist, Mark
    Feng, Ziding
    Kang, Daehee
    Boffetta, Paolo
    Potter, John D.
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2011, 364 (08) : 719 - 729