Alba AC, Agoritsas T, Walsh M, Hanna S, Iorio A, Devereaux PJ et al (2017) Discrimination and calibration of clinical prediction models: users’ guides to the medical literature. JAMA 318(14):1377–1384. https://doi.org/10.1001/jama.2017.12126

Article  PubMed  Google Scholar 

Awad WB, Nazer L, Elfarr S, Abdullah M, Hawari F (2021) A 12-year study evaluating the outcomes and predictors of mortality in critically ill cancer patients admitted with septic shock. BMC Cancer 21(1):709. https://doi.org/10.1186/s12885-021-08452-w

Article  PubMed  PubMed Central  Google Scholar 

Bou Chebl R, Safa R, Sabra M, Chami A, Berbari I, Jamali S et al (2021) Sepsis in patients with haematological versus solid cancer: a retrospective cohort study. BMJ Open 11(2):e038349. https://doi.org/10.1136/bmjopen-2020-038349

Article  PubMed  PubMed Central  Google Scholar 

Burnham KP, Anderson DR (2004) Multimodel inference—understanding AIC and BIC in model selection. Sociol Methods Res 33(2):261–304. https://doi.org/10.1177/0049124104268644

Article  Google Scholar 

Cheng J, Sun J, Yao K, Xu M, Cao Y (2022) A variable selection method based on mutual information and variance inflation factor. Spectrochim Acta A Mol Biomol Spectrosc 268:120652. https://doi.org/10.1016/j.saa.2021.120652

Article  CAS  PubMed  Google Scholar 

Collins GS, Reitsma JB, Altman DG, Moons KG (2015) Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): the TRIPOD statement. BMJ 350:g7594. https://doi.org/10.1136/bmj.g7594

Article  PubMed  Google Scholar 

Darmon M, Vincent F, Canet E, Mokart D, Pène F, Kouatchet A et al (2015) Acute kidney injury in critically ill patients with haematological malignancies: results of a multicentre cohort study from the Groupe de Recherche en Réanimation Respiratoire en Onco-Hématologie. Nephrol Dial Transpl 30(12):2006–2013. https://doi.org/10.1093/ndt/gfv372

Article  Google Scholar 

Fisher R, Dangoisse C, Crichton S, Whiteley C, Camporota L, Beale R, Ostermann M (2016) Short-term and medium-term survival of critically ill patients with solid tumours admitted to the intensive care unit: a retrospective analysis. BMJ Open 6(10):e011363. https://doi.org/10.1136/bmjopen-2016-011363

Article  PubMed  PubMed Central  Google Scholar 

Gheerbrant H, Timsit JF, Terzi N, Ruckly S, Laramas M, Levra MG et al (2021) Factors associated with survival of patients with solid Cancer alive after intensive care unit discharge between 2005 and 2013. BMC Cancer 21(1):9. https://doi.org/10.1186/s12885-020-07706-3

Article  CAS  PubMed  PubMed Central  Google Scholar 

Gudiol C, Aguado JM, Carratalà J (2016) Bloodstream infections in patients with solid tumors. Virulence 7(3):298–308. https://doi.org/10.1080/21505594.2016.1141161

Article  CAS  PubMed  PubMed Central  Google Scholar 

Johnson AE, Pollard TJ, Shen L, Lehman LW, Feng M, Ghassemi M et al (2016) MIMIC-III, a freely accessible critical care database. Sci Data 3:160035. https://doi.org/10.1038/sdata.2016.35

Article  CAS  PubMed  PubMed Central  Google Scholar 

Kim YJ, Kim MJ, Kim YJ, Kim WY (2021) Short and long-term mortality trends for cancer patients with septic shock stratified by cancer type from 2009 to 2017: a population-based cohort study. Cancers (basel). https://doi.org/10.3390/cancers13040657

Article  PubMed  PubMed Central  Google Scholar 

Kocarnik JM, Compton K, Dean FE, Fu W, Gaw BL, Harvey JD et al (2022) Cancer incidence, mortality, years of life lost, years lived with disability, and disability-adjusted life years for 29 cancer groups from 2010 to 2019: a systematic analysis for the global burden of disease study 2019. JAMA Oncol 8(3):420–444. https://doi.org/10.1001/jamaoncol.2021.6987

Article  PubMed  Google Scholar 

Le Borgne P, Feuillassier L, Schenck M, Herbrecht JE, Janssen-Langenstein R, Simand C et al (2022) Comparison of short- and long-term mortality in patients with or without cancer admitted to the ICU for septic shock: a retrospective observational study. Cancers (basel). https://doi.org/10.3390/cancers14133196

Article  PubMed  PubMed Central  Google Scholar 

Lemiale V, Pons S, Mirouse A, Tudesq JJ, Hourmant Y, Mokart D et al (2020) Sepsis and septic shock in patients with malignancies: a Groupe de Recherche Respiratoire en Réanimation Onco-Hématologique Study. Crit Care Med 48(6):822–829. https://doi.org/10.1097/ccm.0000000000004322

Article  CAS  PubMed  Google Scholar 

Li Q, Dai W, Jia H, Li Y, Xu Y, Li X et al (2018) Prognostic impact of hypochloremia in patients with stage I to III colorectal cancer after radical resection. Dis Colon Rectum 61(11):1273–1280. https://doi.org/10.1097/dcr.0000000000001196

Article  PubMed  Google Scholar 

Liu MA, Bakow BR, Hsu TC, Chen JY, Su KY, Asiedu EK et al (2021) Temporal trends in sepsis incidence and mortality in patients with cancer in the US population. Am J Crit Care 30(4):e71–e79. https://doi.org/10.4037/ajcc2021632

Article  PubMed  Google Scholar 

Mirouse A, Vigneron C, Llitjos JF, Chiche JD, Mira JP, Mokart D et al (2020) Sepsis and cancer: an interplay of friends and foes. Am J Respir Crit Care Med 202(12):1625–1635. https://doi.org/10.1164/rccm.202004-1116TR

Article  PubMed  Google Scholar 

Nazer L, Lopez-Olivo MA, Cuenca JA, Awad W, Brown AR, Abusara A et al (2022) All-cause mortality in cancer patients treated for sepsis in intensive care units: a systematic review and meta-analysis. Support Care Cancer. https://doi.org/10.1007/s00520-022-07392-w

Article  PubMed  PubMed Central  Google Scholar 

Puxty K, McLoone P, Quasim T, Sloan B, Kinsella J, Morrison DS (2015) Risk of critical illness among patients with solid cancers: a population-based observational study. JAMA Oncol 1(8):1078–1085. https://doi.org/10.1001/jamaoncol.2015.2855

Article  PubMed  Google Scholar 

Puxty K, McLoone P, Quasim T, Sloan B, Kinsella J, Morrison DS (2018) Characteristics and outcomes of surgical patients with solid cancers admitted to the intensive care unit. JAMA Surg 153(9):834–840. https://doi.org/10.1001/jamasurg.2018.1571

Article  PubMed  PubMed Central  Google Scholar 

Rhee C, Dantes R, Epstein L, Murphy DJ, Seymour CW, Iwashyna TJ et al (2017) Incidence and trends of sepsis in US hospitals using clinical vs claims data, 2009–2014. JAMA 318(13):1241–1249. https://doi.org/10.1001/jama.2017.13836

Article  PubMed  PubMed Central  Google Scholar 

Rosner MH, Darmon M, Ostermann M (2022) Onco-nephrology: what the intensivist needs to know. Intensive Care Med 48(9):1234–1236. https://doi.org/10.1007/s00134-022-06840-9

Article  PubMed  Google Scholar 

Singer M, Deutschman CS, Seymour CW, Shankar-Hari M, Annane D, Bauer M et al (2016) The third international consensus definitions for sepsis and septic shock (sepsis-3). JAMA 315(8):801–810. https://doi.org/10.1001/jama.2016.0287

Article  CAS  PubMed  PubMed Central  Google Scholar 

Stevens PE, Levin A, Kidney Disease: Improving Global Outcomes Chronic Kidney Disease Guideline Development Work Group, M. (2013) Evaluation and management of chronic kidney disease: synopsis of the kidney disease: improving global outcomes 2012 clinical practice guideline. Ann Intern Med 158(11):825–830. https://doi.org/10.7326/0003-4819-158-11-201306040-00007

Article  PubMed  Google Scholar 

Suetrong B, Pisitsak C, Boyd JH, Russell JA, Walley KR (2016) Hyperchloremia and moderate increase in serum chloride are associated with acute kidney injury in severe sepsis and septic shock patients. Crit Care 20(1):315. https://doi.org/10.1186/s13054-016-1499-7

Article  PubMed  PubMed Central  Google Scholar 

Sumarsono A, Wang J, Xie L, Chiang GC, Tielleman T, Messiah SE et al (2020) Prognostic value of hypochloremia in critically ill patients with decompensated cirrhosis. Crit Care Med 48(11):e1054–e1061. https://doi.org/10.1097/ccm.0000000000004620

Article  CAS  PubMed  Google Scholar 

Tibshirani R (1997) The lasso method for variable selection in the Cox model. Stat Med 16(4):385–395. https://doi.org/10.1002/(sici)1097-0258(19970228)16:4%3c385::aid-sim380%3e3.0.co;2-3

Article  CAS  PubMed  Google Scholar 

van der Zee EN, Benoit DD, Hazenbroek M, Bakker J, Kompanje EJO, Kusadasi N, Epker JL (2021a) Outcome of cancer patients considered for intensive care unit admission in two university hospitals in the Netherlands: the danger of delayed ICU admissions and off-hour triage decisions. Ann Intensive Care 11(1):125. https://doi.org/10.1186/s13613-021-00898-2

Article  CAS  PubMed  PubMed Central  Google Scholar 

van der Zee EN, Noordhuis LM, Epker JL, van Leeuwen N, Wijnhoven BPL, Benoit DD et al (2021b) Assessment of mortality and performance status in critically ill cancer patients: a retrospective cohort study. PLoS ONE 16(6):e0252771. https://doi.org/10.1371/journal.pone.0252771

Article  CAS  PubMed  PubMed Central  Google Scholar 

Yuan ZN, Wang HJ, Gao Y, Qu SN, Huang CL, Wang H et al (2021) The effect of the underlying malignancy on short- and medium-term survival of critically ill patients admitted to the intensive care unit: a retrospective analysis based on propensity score matching. BMC Cancer 21(1):417. https://doi.org/10.1186/s12885-021-08152-5

Article  PubMed  PubMed Central  Google Scholar 

Zhu X, Xue J, Liu Z, Dai W, Xiang J, Xu H et al (2022) Association between serum chloride levels with mortality in critically ill patients with acute kidney injury: an observational multicenter study employing the eICU database. PLoS ONE 17(8):e0273283. https://doi.org/10.1371/journal.pone.0273283

Article  CAS  PubMed  PubMed Central  Google Scholar