{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,9]],"date-time":"2026-10-09T15:26:29Z","timestamp":1791559589677,"version":"4.3.4"},"reference-count":55,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2026,2,20]],"date-time":"2026-02-20T00:00:00Z","timestamp":1771545600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,2,20]],"date-time":"2026-02-20T00:00:00Z","timestamp":1771545600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"crossref","award":["2022M723656"],"award-info":[{"award-number":["2022M723656"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Clin Exp Metastasis"],"DOI":"10.1007\/s10585-026-10393-2","type":"journal-article","created":{"date-parts":[[2026,2,20]],"date-time":"2026-02-20T03:42:49Z","timestamp":1771558969000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["A novel multimodal combining radiomics and tumor\u2013stroma ratio (TSR) improves diagnosis of gastric cancer peritoneal metastasis"],"prefix":"10.1007","volume":"43","author":[{"given":"Lin","family":"Zhong","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ting","family":"Lin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dong","family":"Hou","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hongyun","family":"Huang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shihai","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yu","family":"Lin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yue","family":"Yu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Liangquan","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jing","family":"Luo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fanghai","family":"Han","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lang","family":"Xie","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2026,2,20]]},"reference":[{"issue":"3","key":"10393_CR1","first-page":"209","volume":"71","author":"H Sung","year":"2021","unstructured":"Sung H, Ferlay J, Siegel RL, Laversanne M, Soerjomataram I, Jemal A, Bray F (2021) Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin 71(3):209\u2013249","journal-title":"CA Cancer J Clin"},{"issue":"5","key":"10393_CR2","first-page":"1133","volume":"69","author":"JC Layke","year":"2004","unstructured":"Layke JC, Lopez PP (2004) Gastric cancer: diagnosis and treatment options. Am Fam Physician 69(5):1133\u20131140","journal-title":"Am Fam Physician"},{"issue":"2","key":"10393_CR3","doi-asserted-by":"publisher","first-page":"360","DOI":"10.1007\/s10120-021-01267-5","volume":"25","author":"C Zhang","year":"2022","unstructured":"Zhang C, Yang J, Chen Y, Jiang F, Liao H, Liu X, Wang Y, Kong G, Zhang X, Li J et al (2022) MiRNAs derived from plasma small extracellular vesicles predict organo-tropic metastasis of gastric cancer. Gastric Cancer 25(2):360\u2013374","journal-title":"Gastric Cancer"},{"issue":"10","key":"10393_CR4","doi-asserted-by":"publisher","first-page":"1225","DOI":"10.1093\/bjs\/znab200","volume":"108","author":"PE Bonnot","year":"2021","unstructured":"Bonnot PE, Lintis A, Mercier F, Benzerdjeb N, Passot G, Pocard M, Meunier B, Bereder JM, Abboud K, Marchal F et al (2021) Prognosis of poorly cohesive gastric cancer after complete cytoreductive surgery with or without hyperthermic intraperitoneal chemotherapy (CYTO-CHIP study). Br J Surg 108(10):1225\u20131235","journal-title":"Br J Surg"},{"key":"10393_CR5","doi-asserted-by":"publisher","first-page":"1144775","DOI":"10.3389\/fonc.2023.1144775","volume":"13","author":"X Gong","year":"2023","unstructured":"Gong X, Hou D, Zhou S, Tan J, Zhong G, Yang B, Xie L, Han F, Zhong L (2023) FMO family may serve as novel marker and potential therapeutic target for the peritoneal metastasis in gastric cancer. Front Oncol 13:1144775","journal-title":"Front Oncol"},{"issue":"1","key":"10393_CR6","doi-asserted-by":"publisher","first-page":"18","DOI":"10.1136\/gutjnl-2018-318070","volume":"69","author":"R Wang","year":"2020","unstructured":"Wang R, Song S, Harada K, Ghazanfari Amlashi F, Badgwell B, Pizzi MP, Xu Y, Zhao W, Dong X, Jin J et al (2020) Multiplex profiling of peritoneal metastases from gastric adenocarcinoma identified novel targets and molecular subtypes that predict treatment response. Gut 69(1):18\u201331","journal-title":"Gut"},{"issue":"7","key":"10393_CR7","doi-asserted-by":"publisher","first-page":"911","DOI":"10.1016\/j.ejso.2015.03.231","volume":"41","author":"F Coccolini","year":"2015","unstructured":"Coccolini F, Catena F, Glehen O, Yonemura Y, Sugarbaker PH, Piso P, Montori G, Ansaloni L (2015) Complete versus incomplete cytoreduction in peritoneal carcinosis from gastric cancer, with consideration to PCI cut-off. Systematic review and meta-analysis. Eur J Surg Oncol 41(7):911\u2013919","journal-title":"Eur J Surg Oncol"},{"issue":"8","key":"10393_CR8","doi-asserted-by":"publisher","first-page":"1123","DOI":"10.1016\/j.ejso.2016.03.016","volume":"42","author":"Y Yonemura","year":"2016","unstructured":"Yonemura Y, Canbay E, Li Y, Coccolini F, Glehen O, Sugarbaker PH, Morris D, Moran B, Gonzaletz-Moreno S, Deraco M et al (2016) A comprehensive treatment for peritoneal metastases from gastric cancer with curative intent. Eur J Surg Oncol 42(8):1123\u20131131","journal-title":"Eur J Surg Oncol"},{"issue":"3","key":"10393_CR9","doi-asserted-by":"publisher","first-page":"275","DOI":"10.1002\/jso.23633","volume":"110","author":"U Rudloff","year":"2014","unstructured":"Rudloff U, Langan RC, Mullinax JE, Beane JD, Steinberg SM, Beresnev T, Webb CC, Walker M, Toomey MA, Schrump D et al (2014) Impact of maximal cytoreductive surgery plus regional heated intraperitoneal chemotherapy (HIPEC) on outcome of patients with peritoneal carcinomatosis of gastric origin: results of the GYMSSA trial. J Surg Oncol 110(3):275\u2013284","journal-title":"J Surg Oncol"},{"issue":"2","key":"10393_CR10","doi-asserted-by":"publisher","first-page":"539","DOI":"10.1245\/s10434-013-3208-y","volume":"21","author":"J Kitayama","year":"2014","unstructured":"Kitayama J, Ishigami H, Yamaguchi H, Yamashita H, Emoto S, Kaisaki S, Watanabe T (2014) Salvage gastrectomy after intravenous and intraperitoneal Paclitaxel (PTX) administration with oral S-1 for peritoneal dissemination of advanced gastric cancer with malignant Ascites. Ann Surg Oncol 21(2):539\u2013546","journal-title":"Ann Surg Oncol"},{"issue":"3","key":"10393_CR11","doi-asserted-by":"publisher","first-page":"425","DOI":"10.1007\/s11605-016-3336-3","volume":"21","author":"DY Chan","year":"2017","unstructured":"Chan DY, Syn NL, Yap R, Phua JN, Soh TI, Chee CE, Nga ME, Shabbir A, So JB, Yong WP (2017) Conversion surgery post-intraperitoneal paclitaxel and systemic chemotherapy for gastric cancer carcinomatosis peritonei. Are we ready? J Gastrointest Surg 21(3):425\u2013433","journal-title":"J Gastrointest Surg"},{"issue":"Suppl 1","key":"10393_CR12","doi-asserted-by":"publisher","first-page":"128","DOI":"10.1007\/s10120-016-0684-3","volume":"20","author":"H Ishigami","year":"2017","unstructured":"Ishigami H, Yamaguchi H, Yamashita H, Asakage M, Kitayama J (2017) Surgery after intraperitoneal and systemic chemotherapy for gastric cancer with peritoneal metastasis or positive peritoneal cytology findings. Gastric Cancer 20(Suppl 1):128\u2013134","journal-title":"Gastric Cancer"},{"issue":"24","key":"10393_CR13","doi-asserted-by":"publisher","first-page":"2830","DOI":"10.1200\/JCO.21.02745","volume":"40","author":"YX Gwee","year":"2022","unstructured":"Gwee YX, Chia DKA, So J, Ceelen W, Yong WP, Tan P, Ong CJ, Sundar R (2022) Integration of genomic biology into therapeutic strategies of gastric cancer peritoneal metastasis. J Clin Oncol 40(24):2830","journal-title":"J Clin Oncol"},{"issue":"2","key":"10393_CR14","doi-asserted-by":"publisher","first-page":"185","DOI":"10.1016\/j.amjsurg.2006.05.007","volume":"192","author":"K Yajima","year":"2006","unstructured":"Yajima K, Kanda T, Ohashi M, Wakai T, Nakagawa S, Sasamoto R, Hatakeyama K (2006) Clinical and diagnostic significance of preoperative computed tomography findings of Ascites in patients with advanced gastric cancer. Am J Surg 192(2):185\u2013190","journal-title":"Am J Surg"},{"issue":"2","key":"10393_CR15","doi-asserted-by":"publisher","first-page":"407","DOI":"10.1148\/radiol.2532082272","volume":"253","author":"SJ Kim","year":"2009","unstructured":"Kim SJ, Kim HH, Kim YH, Hwang SH, Lee HS, Park DJ, Kim SY, Lee KH (2009) Peritoneal metastasis: detection with 16- or 64-detector row CT in patients undergoing surgery for gastric cancer. Radiology 253(2):407\u2013415","journal-title":"Radiology"},{"issue":"12","key":"10393_CR16","doi-asserted-by":"publisher","first-page":"e215340","DOI":"10.1001\/jamasurg.2021.5340","volume":"156","author":"EC Gertsen","year":"2021","unstructured":"Gertsen EC, Brenkman HJF, van Hillegersberg R, van Sandick JW, van Berge Henegouwen MI, Gisbertz SS, Luyer MDP, Nieuwenhuijzen GAP, van Lanschot JJB, Lagarde SM et al (2021) 18F-fludeoxyglucose-positron emission tomography\/computed tomography and laparoscopy for staging of locally advanced gastric cancer: a multicenter prospective Dutch cohort study (PLASTIC). JAMA Surg 156(12):e215340","journal-title":"JAMA Surg"},{"issue":"2","key":"10393_CR17","doi-asserted-by":"publisher","first-page":"167","DOI":"10.6004\/jnccn.2022.0008","volume":"20","author":"JA Ajani","year":"2022","unstructured":"Ajani JA, D\u2019Amico TA, Bentrem DJ, Chao J, Cooke D, Corvera C, Das P, Enzinger PC, Enzler T, Fanta P et al (2022) Gastric cancer, version 2.2022, NCCN clinical practice guidelines in oncology. J Natl Compr Canc Netw 20(2):167\u2013192","journal-title":"J Natl Compr Canc Netw"},{"issue":"6","key":"10393_CR18","doi-asserted-by":"publisher","first-page":"1191","DOI":"10.1093\/annonc\/mdx034","volume":"28","author":"EJ Limkin","year":"2017","unstructured":"Limkin EJ, Sun R, Dercle L, Zacharaki EI, Robert C, Reuze S, Schernberg A, Paragios N, Deutsch E, Ferte C (2017) Promises and challenges for the implementation of computational medical imaging (radiomics) in oncology. Ann Oncol 28(6):1191\u20131206","journal-title":"Ann Oncol"},{"key":"10393_CR19","doi-asserted-by":"publisher","first-page":"11","DOI":"10.2147\/CEG.S482377","volume":"18","author":"L Zhong","year":"2025","unstructured":"Zhong L, Huang H, Hou D, Zhou S, Lin Y, Yu Y, Yu J, Han F, Xie L (2025) Tumor-Stroma ratio is a critical indicator of peritoneal metastasis in gastric cancer. Clin Exp Gastroenterol 18:11\u201324","journal-title":"Clin Exp Gastroenterol"},{"key":"10393_CR20","doi-asserted-by":"publisher","first-page":"359","DOI":"10.1007\/978-1-4613-1247-5_23","volume":"82","author":"P Jacquet","year":"1996","unstructured":"Jacquet P, Sugarbaker PH (1996) Clinical research methodologies in diagnosis and staging of patients with peritoneal carcinomatosis. Cancer Treat Res 82:359\u2013374","journal-title":"Cancer Treat Res"},{"issue":"3","key":"10393_CR21","doi-asserted-by":"publisher","first-page":"170","DOI":"10.1007\/s10120-010-0554-3","volume":"13","author":"H Shimada","year":"2010","unstructured":"Shimada H, Takiguchi N, Kainuma O, Soda H, Ikeda A, Cho A, Miyazaki A, Gunji H, Yamamoto H, Nagata M (2010) High preoperative neutrophil-lymphocyte ratio predicts poor survival in patients with gastric cancer. Gastric Cancer 13(3):170\u2013176","journal-title":"Gastric Cancer"},{"issue":"19","key":"10393_CR22","doi-asserted-by":"publisher","first-page":"4290","DOI":"10.3390\/nu15194290","volume":"15","author":"Y Pan","year":"2023","unstructured":"Pan Y, Ma Y, Dai G (2023) The prognostic value of the prognostic nutritional index in patients with advanced or metastatic gastric cancer treated with immunotherapy. Nutrients 15(19):4290","journal-title":"Nutrients"},{"key":"10393_CR23","doi-asserted-by":"publisher","first-page":"623046","DOI":"10.3389\/fonc.2020.623046","volume":"10","author":"C Wei","year":"2020","unstructured":"Wei C, Yu Z, Wang G, Zhou Y, Tian L (2020) Low pretreatment Albumin-to-Globulin ratio predicts poor prognosis in gastric cancer: insight from a Meta-Analysis. Front Oncol 10:623046","journal-title":"Front Oncol"},{"issue":"13","key":"10393_CR24","first-page":"1713","volume":"107","author":"J Huang","year":"2020","unstructured":"Huang J, Yang B, Tan J, Zhou S, Chen Z, Zhong G, Gao H, Zhu J, Zeng J, Zhong L et al (2020) Gastric cancer nodal tumour-stroma ratios influence prognosis. Br J Surg 107(13):1713\u20131718","journal-title":"Br J Surg"},{"issue":"6","key":"10393_CR25","doi-asserted-by":"publisher","first-page":"329","DOI":"10.1016\/j.surge.2017.05.007","volume":"15","author":"P Aurello","year":"2017","unstructured":"Aurello P, Berardi G, Giulitti D, Palumbo A, Tierno SM, Nigri G, D\u2019Angelo F, Pilozzi E, Ramacciato G (2017) Tumor-Stroma ratio is an independent predictor for overall survival and disease free survival in gastric cancer patients. Surgeon 15(6):329\u2013335","journal-title":"Surgeon"},{"issue":"3","key":"10393_CR26","doi-asserted-by":"publisher","first-page":"708","DOI":"10.3390\/biomedicines10030708","volume":"10","author":"EY Kim","year":"2022","unstructured":"Kim EY, Abdul-Ghafar J, Chong Y, Yim K (2022) Calculated tumor-associated neutrophils are associated with the tumor-stroma ratio and predict a poor prognosis in advanced gastric cancer. Biomedicines 10(3):708","journal-title":"Biomedicines"},{"issue":"4","key":"10393_CR27","doi-asserted-by":"publisher","first-page":"800","DOI":"10.1007\/s10120-021-01160-1","volume":"24","author":"WJ Koemans","year":"2021","unstructured":"Koemans WJ, Lurvink RJ, Grootscholten C, Verhoeven RHA, de Hingh IH, van Sandick JW (2021) Synchronous peritoneal metastases of gastric cancer origin: incidence, treatment and survival of a nationwide Dutch cohort. Gastric Cancer 24(4):800\u2013809","journal-title":"Gastric Cancer"},{"key":"10393_CR28","doi-asserted-by":"publisher","first-page":"101889","DOI":"10.1016\/j.ctrv.2019.101889","volume":"79","author":"M Salati","year":"2019","unstructured":"Salati M, Orsi G, Smyth E, Aprile G, Beretta G, De Vita F, Di Bartolomeo M, Fanotto V, Lonardi S, Morano F et al (2019) Gastric cancer: translating novels concepts into clinical practice. Cancer Treat Rev 79:101889","journal-title":"Cancer Treat Rev"},{"issue":"23","key":"10393_CR29","doi-asserted-by":"publisher","first-page":"2028","DOI":"10.1200\/JCO.18.01688","volume":"37","author":"PE Bonnot","year":"2019","unstructured":"Bonnot PE, Piessen G, Kepenekian V, Decullier E, Pocard M, Meunier B, Bereder JM, Abboud K, Marchal F, Quenet F et al (2019) Cytoreductive surgery with or without hyperthermic intraperitoneal chemotherapy for gastric cancer with peritoneal metastases (CYTO-CHIP study): a propensity score analysis. J Clin Oncol 37(23):2028\u20132040","journal-title":"J Clin Oncol"},{"issue":"6","key":"10393_CR30","doi-asserted-by":"publisher","first-page":"1074","DOI":"10.1016\/j.ejso.2020.02.038","volume":"46","author":"Y Sato","year":"2020","unstructured":"Sato Y, Mizusawa J, Katayama H, Nakamura K, Fukagawa T, Katai H, Haruta S, Yamada M, Takagi M, Tamura S et al (2020) Diagnosis of invasion depth in resectable advanced gastric cancer for neoadjuvant chemotherapy: an exploratory analysis of Japan clinical oncology group study: JCOG1302A. Eur J Surg Oncol 46(6):1074\u20131079","journal-title":"Eur J Surg Oncol"},{"issue":"13","key":"10393_CR31","doi-asserted-by":"publisher","first-page":"3401","DOI":"10.3390\/cancers15133401","volume":"15","author":"HH Yu","year":"2023","unstructured":"Yu HH, Yonemura Y, Ng HJ, Lee MC, Su BC, Hsieh MC (2023) Benefit of neoadjuvant laparoscopic hyperthermic intraperitoneal chemotherapy and bidirectional chemotherapy for patients with gastric cancer with peritoneal carcinomatosis considering cytoreductive surgery. Cancers (Basel) 15(13):3401","journal-title":"Cancers (Basel)"},{"issue":"11","key":"10393_CR32","doi-asserted-by":"publisher","first-page":"3578","DOI":"10.1097\/JS9.0000000000000632","volume":"109","author":"K Rawicz-Pruszynski","year":"2023","unstructured":"Rawicz-Pruszynski K, Erodotou M, Pelc Z, Sedlak K, Polkowski W, Pawlik TM, Wijnhoven BPL (2023) Techniques of staging laparoscopy and peritoneal fluid assessment in gastric cancer: a systematic review. Int J Surg 109(11):3578\u20133589","journal-title":"Int J Surg"},{"issue":"10","key":"10393_CR33","doi-asserted-by":"publisher","first-page":"7615","DOI":"10.1245\/s10434-025-17905-6","volume":"32","author":"K Sedlak","year":"2025","unstructured":"Sedlak K, Kobialka S, Pelc Z, Endo Y, Gockel I, van Sandick J, Baiocchi GL, Wijnhoven B, Gisbertz S, Pera M et al (2025) Staging laparoscopy in gastric cancer patients treated with curative intent: A European GASTRODATA cohort study. Ann Surg Oncol 32(10):7615\u20137626","journal-title":"Ann Surg Oncol"},{"issue":"2","key":"10393_CR34","doi-asserted-by":"publisher","first-page":"319","DOI":"10.1007\/s10120-019-00994-0","volume":"23","author":"I Yasufuku","year":"2020","unstructured":"Yasufuku I, Nunobe S, Ida S, Kumagai K, Ohashi M, Hiki N, Sano T (2020) Conversion therapy for peritoneal lavage cytology-positive type 4 and large type 3 gastric cancer patients selected as candidates for R0 resection by diagnostic staging laparoscopy. Gastric Cancer 23(2):319\u2013327","journal-title":"Gastric Cancer"},{"issue":"1","key":"10393_CR35","doi-asserted-by":"publisher","first-page":"3","DOI":"10.5230\/jgc.2023.23.e11","volume":"23","author":"TH Kim","year":"2023","unstructured":"Kim TH, Kim IH, Kang SJ, Choi M, Kim BH, Eom BW, Kim BJ, Min BH, Choi CI, Shin CM et al (2023) Korean practice guidelines for gastric cancer 2022: an Evidence-based, multidisciplinary approach. J Gastric Cancer 23(1):3\u2013106","journal-title":"J Gastric Cancer"},{"issue":"2","key":"10393_CR36","doi-asserted-by":"publisher","first-page":"154","DOI":"10.1007\/s10120-011-0091-8","volume":"15","author":"S Emoto","year":"2012","unstructured":"Emoto S, Ishigami H, Yamashita H, Yamaguchi H, Kaisaki S, Kitayama J (2012) Clinical significance of CA125 and CA72-4 in gastric cancer with peritoneal dissemination. Gastric Cancer 15(2):154\u2013161","journal-title":"Gastric Cancer"},{"issue":"1","key":"10393_CR37","doi-asserted-by":"publisher","first-page":"320","DOI":"10.1186\/s12957-023-03188-2","volume":"21","author":"H Gao","year":"2023","unstructured":"Gao H, Ji K, Bao L, Chen H, Lin C, Feng M, Tao L, Wang M (2023) Establishment and verification of prediction model of occult peritoneal metastasis in advanced gastric cancer. World J Surg Oncol 21(1):320","journal-title":"World J Surg Oncol"},{"issue":"4","key":"10393_CR38","doi-asserted-by":"publisher","first-page":"607","DOI":"10.1007\/s00432-014-1601-y","volume":"140","author":"M Yamamoto","year":"2014","unstructured":"Yamamoto M, Yoshinaga K, Matsuyama A, Tsutsui S, Ishida T (2014) CEA\/CA72-4 levels in peritoneal lavage fluid are predictive factors in patients with gastric carcinoma. J Cancer Res Clin Oncol 140(4):607\u2013612","journal-title":"J Cancer Res Clin Oncol"},{"issue":"1","key":"10393_CR39","doi-asserted-by":"publisher","first-page":"108","DOI":"10.1186\/s12957-019-1651-3","volume":"17","author":"N Nakamura","year":"2019","unstructured":"Nakamura N, Kinami S, Fujii Y, Miura S, Fujita J, Kaida D, Tomita Y, Miyata T, Fujita H, Ueda N et al (2019) The neutrophil\/lymphocyte ratio as a predictor of peritoneal metastasis during staging laparoscopy for advanced gastric cancer: a retrospective cohort analysis. World J Surg Oncol 17(1):108","journal-title":"World J Surg Oncol"},{"issue":"8","key":"10393_CR40","doi-asserted-by":"publisher","first-page":"1362","DOI":"10.1080\/01635581.2014.956261","volume":"66","author":"M Sachlova","year":"2014","unstructured":"Sachlova M, Majek O, Tucek S (2014) Prognostic value of scores based on malnutrition or systemic inflammatory response in patients with metastatic or recurrent gastric cancer. Nutr Cancer 66(8):1362\u20131370","journal-title":"Nutr Cancer"},{"issue":"6","key":"10393_CR41","doi-asserted-by":"publisher","first-page":"570","DOI":"10.21147\/j.issn.1000-9604.2016.06.03","volume":"28","author":"R Nie","year":"2016","unstructured":"Nie R, Yuan S, Chen S, Chen X, Chen Y, Zhu B, Qiu H, Zhou Z, Peng J, Chen Y (2016) Prognostic nutritional index is an independent prognostic factor for gastric cancer patients with peritoneal dissemination. Chin J Cancer Res 28(6):570\u2013578","journal-title":"Chin J Cancer Res"},{"issue":"1","key":"10393_CR42","doi-asserted-by":"publisher","first-page":"120","DOI":"10.1016\/j.amjsurg.2016.05.012","volume":"213","author":"Y Toiyama","year":"2017","unstructured":"Toiyama Y, Yasuda H, Ohi M, Yoshiyama S, Araki T, Tanaka K, Inoue Y, Mohri Y, Kusunoki M (2017) Clinical impact of preoperative albumin to Globulin ratio in gastric cancer patients with curative intent. Am J Surg 213(1):120\u2013126","journal-title":"Am J Surg"},{"issue":"7","key":"10393_CR43","doi-asserted-by":"publisher","first-page":"1276","DOI":"10.3390\/diagnostics13071276","volume":"13","author":"T Giandola","year":"2023","unstructured":"Giandola T, Maino C, Marrapodi G, Ratti M, Ragusi M, Bigiogera V, Talei Franzesi C, Corso R, Ippolito D (2023) Imaging in gastric cancer: current practice and future perspectives. Diagnostics (Basel) 13(7):1276","journal-title":"Diagnostics (Basel)"},{"issue":"12","key":"10393_CR44","doi-asserted-by":"publisher","first-page":"4951","DOI":"10.1007\/s00330-017-4881-1","volume":"27","author":"S Liu","year":"2017","unstructured":"Liu S, Liu S, Ji C, Zheng H, Pan X, Zhang Y, Guan W, Chen L, Guan Y, Li W et al (2017) Application of CT texture analysis in predicting histopathological characteristics of gastric cancers. Eur Radiol 27(12):4951\u20134959","journal-title":"Eur Radiol"},{"issue":"3","key":"10393_CR45","doi-asserted-by":"publisher","first-page":"e0194755","DOI":"10.1371\/journal.pone.0194755","volume":"13","author":"HY Kim","year":"2018","unstructured":"Kim HY, Kim YH, Yun G, Chang W, Lee YJ, Kim B (2018) Could texture features from preoperative CT image be used for predicting occult peritoneal carcinomatosis in patients with advanced gastric cancer? PLoS ONE 13(3):e0194755","journal-title":"PLoS ONE"},{"key":"10393_CR46","doi-asserted-by":"publisher","first-page":"659981","DOI":"10.3389\/fonc.2021.659981","volume":"11","author":"Y Chen","year":"2021","unstructured":"Chen Y, Xi W, Yao W, Wang L, Xu Z, Wels M, Yuan F, Yan C, Zhang H (2021) Dual-energy computed tomography-based radiomics to predict peritoneal metastasis in gastric cancer. Front Oncol 11:659981","journal-title":"Front Oncol"},{"issue":"1","key":"10393_CR47","doi-asserted-by":"publisher","first-page":"239","DOI":"10.1007\/s00330-019-06368-5","volume":"30","author":"S Liu","year":"2020","unstructured":"Liu S, He J, Liu S, Ji C, Guan W, Chen L, Guan Y, Yang X, Zhou Z (2020) Radiomics analysis using contrast-enhanced CT for preoperative prediction of occult peritoneal metastasis in advanced gastric cancer. Eur Radiol 30(1):239\u2013246","journal-title":"Eur Radiol"},{"issue":"8","key":"10393_CR48","doi-asserted-by":"publisher","first-page":"2292","DOI":"10.1158\/1078-0432.CCR-20-3835","volume":"27","author":"IS Lee","year":"2021","unstructured":"Lee IS, Lee H, Hur H, Kanda M, Yook JH, Kim BS, Woo Y, Kodera Y, Kim K, Goel A (2021) Transcriptomic profiling identifies a risk stratification signature for predicting peritoneal recurrence and micrometastasis in gastric cancer. Clin Cancer Res 27(8):2292\u20132300","journal-title":"Clin Cancer Res"},{"issue":"3","key":"10393_CR49","doi-asserted-by":"publisher","first-page":"529","DOI":"10.1007\/s10120-013-0306-2","volume":"17","author":"JH Lee","year":"2014","unstructured":"Lee JH, Son SY, Lee CM, Ahn SH, Park DJ, Kim HH (2014) Factors predicting peritoneal recurrence in advanced gastric cancer: implication for adjuvant intraperitoneal chemotherapy. Gastric Cancer 17(3):529\u2013536","journal-title":"Gastric Cancer"},{"issue":"3","key":"10393_CR50","doi-asserted-by":"publisher","first-page":"106246","DOI":"10.1016\/j.isci.2023.106246","volume":"26","author":"D Chen","year":"2023","unstructured":"Chen D, Lai J, Cheng J, Fu M, Lin L, Chen F, Huang R, Chen J, Lu J, Chen Y et al (2023) Predicting peritoneal recurrence in gastric cancer with serosal invasion using a pathomics nomogram. iScience 26(3):106246","journal-title":"iScience"},{"issue":"1","key":"10393_CR51","doi-asserted-by":"publisher","first-page":"105","DOI":"10.1097\/SLA.0000000000002040","volume":"267","author":"JH Lee","year":"2018","unstructured":"Lee JH, Chang KK, Yoon C, Tang LH, Strong VE, Yoon SS (2018) Lauren histologic type is the most important factor associated with pattern of recurrence following resection of gastric adenocarcinoma. Ann Surg 267(1):105\u2013113","journal-title":"Ann Surg"},{"issue":"4","key":"10393_CR52","doi-asserted-by":"publisher","first-page":"504","DOI":"10.1007\/s10120-023-01379-0","volume":"26","author":"Y Chen","year":"2023","unstructured":"Chen Y, Cai G, Jiang J, He C, Chen Y, Ding Y, Lu J, Zhao W, Yang Y, Zhang Y et al (2023) Proteomic profiling of gastric cancer with peritoneal metastasis identifies a protein signature associated with immune microenvironment and patient outcome. Gastric Cancer 26(4):504\u2013516","journal-title":"Gastric Cancer"},{"issue":"5","key":"10393_CR53","doi-asserted-by":"publisher","first-page":"874","DOI":"10.1007\/s10120-020-01065-5","volume":"23","author":"S Kaji","year":"2020","unstructured":"Kaji S, Irino T, Kusuhara M, Makuuchi R, Yamakawa Y, Tokunaga M, Tanizawa Y, Bando E, Kawamura T, Kami K et al (2020) Metabolomic profiling of gastric cancer tissues identified potential biomarkers for predicting peritoneal recurrence. Gastric Cancer 23(5):874\u2013883","journal-title":"Gastric Cancer"},{"key":"10393_CR54","doi-asserted-by":"publisher","first-page":"651033","DOI":"10.3389\/fimmu.2021.651033","volume":"12","author":"C Zhang","year":"2021","unstructured":"Zhang C, Li D, Yu R, Li C, Song Y, Chen X, Fan Y, Liu Y, Qu X (2021) Immune landscape of gastric carcinoma tumor microenvironment identifies a peritoneal relapse relevant immune signature. Front Immunol 12:651033","journal-title":"Front Immunol"},{"issue":"1","key":"10393_CR55","doi-asserted-by":"publisher","first-page":"179","DOI":"10.1038\/s41467-020-20429-0","volume":"12","author":"D Chen","year":"2021","unstructured":"Chen D, Liu Z, Liu W, Fu M, Jiang W, Xu S, Wang G, Chen F, Lu J, Chen H et al (2021) Predicting postoperative peritoneal metastasis in gastric cancer with serosal invasion using a collagen nomogram. Nat Commun 12(1):179","journal-title":"Nat Commun"}],"container-title":["Clinical &amp; Experimental Metastasis"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10585-026-10393-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10585-026-10393-2","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10585-026-10393-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,20]],"date-time":"2026-02-20T05:34:53Z","timestamp":1771565693000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10585-026-10393-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,2,20]]},"references-count":55,"journal-issue":{"issue":"2","published-online":{"date-parts":[[2026,4]]}},"alternative-id":["10393"],"URL":"https:\/\/doi.org\/10.1007\/s10585-026-10393-2","relation":{},"ISSN":["1573-7276"],"issn-type":[{"value":"1573-7276","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,2,20]]},"assertion":[{"value":"12 October 2025","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"19 January 2026","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"20 February 2026","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare no competing interests.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}},{"value":"Approval of the research protocol by an Institutional Reviewer Board: The study was approved by the Medical Ethics and Institutional Committee of Zhujiang Hospital of Southern Medical University and Zhongshan People\u2019s Hospital(2024-KY-417-01). All research procedures involving human participants in this study conform to the Declaration of Helsinki.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethical approval"}},{"value":"Written informed consent was obtained from all participants.","order":4,"name":"Ethics","group":{"name":"EthicsHeading","label":"Informed consent"}}],"article-number":"13"}}