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Published in: BMC Infectious Diseases 1/2022

Open Access 01-12-2022 | Computed Tomography | Research article

Adipose tissue is a predictor of 30-days mortality in patients with bloodstream infection caused by carbapenem-resistant Klebsiella pneumoniae

Authors: Piaopiao Ying, Jiajing Chen, Yinchai Ye, Jianzhong Ye, Weiyang Cai

Published in: BMC Infectious Diseases | Issue 1/2022

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Abstract

Background

Prevalence of carbapenem-resistant Klebsiella pneumoniae (CRKP) bloodstream infection with high mortality has attached physicians' attention. High visceral adipose tissue (VAT) and high subcutaneous adipose tissue (SAT) were confirmed by previous studies that were closely related to increased pneumonia severity, more complications, and higher mortality in COVID-19. Thus, we speculate that CT-quantified body composition may also be connected to all-cause mortality and bacterial clearance in patients with CRKP bloodstream infection (BSI).

Methods

We investigated the associations of CT-quantified body composition with the mortality of CRKP bloodstream infectious patients. All CT images were obtained at the level of the L3/4 spinal level. The prognostic value of the body composition was analyzed using the Cox regression model, and precise clinical nomograms were established.

Results

72 eligible patients both suffered from CRKP bloodstream infection and performed abdominopelvic CT were included. Factors associated with 30-day all-in hospital mortality included total adipose tissue (TAT) [adjusted hazard ratio (HR) = 1.028, 95% confidence interval (CI), 1.003–1.053; P = 0.025], age [HR = 1.030, 95% CI, 1.000–1.061; P = 0.047] and SOFA scores [HR = 1.138, 95% CI 1.049–1.263; P = 0.002]. Compared with low-VAT, patients with high-VAT show a strikingly poor prognosis in both 30-day all-cause mortality (P = 0.0108, Fig. 2A) and 30-day CRKP BSI mortality (P = 0.0049, Fig. 2C). The results of TAT were similar to VAT.

Conclusions

Our study suggested that CT-derived body composition could be a credible and effective alternative to assess the prognosis of patients with BSI owing to CRKP. CT-quantified TAT, age, and SOFA scores were independently associated with 30-day all-cause mortality in these severe infectious patients, while skeletal muscle did not have obvious statistical significance.
Literature
2.
go back to reference Cassini A, Högberg LD, Plachouras D, Quattrocchi A, Hoxha A, Simonsen GS, Colomb-Cotinat M, Kretzschmar ME, Devleesschauwer B, Cecchini M, et al. Attributable deaths and disability-adjusted life-years caused by infections with antibiotic-resistant bacteria in the EU and the European Economic Area in 2015: a population-level modelling analysis. Lancet Infect Dis. 2019;19(1):56–66.CrossRef Cassini A, Högberg LD, Plachouras D, Quattrocchi A, Hoxha A, Simonsen GS, Colomb-Cotinat M, Kretzschmar ME, Devleesschauwer B, Cecchini M, et al. Attributable deaths and disability-adjusted life-years caused by infections with antibiotic-resistant bacteria in the EU and the European Economic Area in 2015: a population-level modelling analysis. Lancet Infect Dis. 2019;19(1):56–66.CrossRef
4.
go back to reference Tumbarello M, Trecarichi EM, De Rosa FG, Giannella M, Giacobbe DR, Bassetti M, Losito AR, Bartoletti M, Del Bono V, Corcione S, et al. Infections caused by KPC-producing Klebsiella pneumoniae: differences in therapy and mortality in a multicentre study. J Antimicrob Chemother. 2015;70(7):2133–43.CrossRef Tumbarello M, Trecarichi EM, De Rosa FG, Giannella M, Giacobbe DR, Bassetti M, Losito AR, Bartoletti M, Del Bono V, Corcione S, et al. Infections caused by KPC-producing Klebsiella pneumoniae: differences in therapy and mortality in a multicentre study. J Antimicrob Chemother. 2015;70(7):2133–43.CrossRef
5.
go back to reference Gomez-Simmonds A, Nelson B, Eiras DP, Loo A, Jenkins SG, Whittier S, Calfee DP, Satlin MJ, Kubin CJ, Furuya EY. Combination regimens for treatment of carbapenem-resistant Klebsiella pneumoniae bloodstream infections. Antimicrob Agents Chemother. 2016;60(6):3601–7.CrossRef Gomez-Simmonds A, Nelson B, Eiras DP, Loo A, Jenkins SG, Whittier S, Calfee DP, Satlin MJ, Kubin CJ, Furuya EY. Combination regimens for treatment of carbapenem-resistant Klebsiella pneumoniae bloodstream infections. Antimicrob Agents Chemother. 2016;60(6):3601–7.CrossRef
6.
go back to reference Brink AJ. Epidemiology of carbapenem-resistant Gram-negative infections globally. Curr Opin Infect Dis. 2019;32(6):609–16.CrossRef Brink AJ. Epidemiology of carbapenem-resistant Gram-negative infections globally. Curr Opin Infect Dis. 2019;32(6):609–16.CrossRef
7.
go back to reference Akahori D, Suzuki Y, Yokomura K, Shirai M, Yasui H, Hozumi H, Karayama M, Furuhashi K, Enomoto N, Fujisawa T, et al. Body composition changes successfully classify prognosis in patients with mycobacterium avium complex lung disease. J Infect. 2019;79(4):341–8.CrossRef Akahori D, Suzuki Y, Yokomura K, Shirai M, Yasui H, Hozumi H, Karayama M, Furuhashi K, Enomoto N, Fujisawa T, et al. Body composition changes successfully classify prognosis in patients with mycobacterium avium complex lung disease. J Infect. 2019;79(4):341–8.CrossRef
8.
go back to reference Huang Y, Lu Y, Huang YM, Wang M, Ling W, Sui Y, Zhao HL. Obesity in patients with COVID-19: a systematic review and meta-analysis. Metabolism. 2020;113: 154378.CrossRef Huang Y, Lu Y, Huang YM, Wang M, Ling W, Sui Y, Zhao HL. Obesity in patients with COVID-19: a systematic review and meta-analysis. Metabolism. 2020;113: 154378.CrossRef
9.
go back to reference Stanley TL, Feldpausch MN, Oh J, Branch KL, Lee H, Torriani M, Grinspoon SK. Effect of tesamorelin on visceral fat and liver fat in HIV-infected patients with abdominal fat accumulation: a randomized clinical trial. JAMA. 2014;312(4):380–9.CrossRef Stanley TL, Feldpausch MN, Oh J, Branch KL, Lee H, Torriani M, Grinspoon SK. Effect of tesamorelin on visceral fat and liver fat in HIV-infected patients with abdominal fat accumulation: a randomized clinical trial. JAMA. 2014;312(4):380–9.CrossRef
10.
go back to reference Malavazos AE, Corsi Romanelli MM, Bandera F, Iacobellis G. Targeting the adipose tissue in COVID-19. Obesity (Silver Spring). 2020;28(7):1178–9.CrossRef Malavazos AE, Corsi Romanelli MM, Bandera F, Iacobellis G. Targeting the adipose tissue in COVID-19. Obesity (Silver Spring). 2020;28(7):1178–9.CrossRef
11.
go back to reference Petersen A, Bressem K, Albrecht J, Thiess HM, Vahldiek J, Hamm B, Makowski MR, Niehues A, Niehues SM, Adams LC. The role of visceral adiposity in the severity of COVID-19: highlights from a unicenter cross-sectional pilot study in Germany. Metabolism. 2020;110: 154317.CrossRef Petersen A, Bressem K, Albrecht J, Thiess HM, Vahldiek J, Hamm B, Makowski MR, Niehues A, Niehues SM, Adams LC. The role of visceral adiposity in the severity of COVID-19: highlights from a unicenter cross-sectional pilot study in Germany. Metabolism. 2020;110: 154317.CrossRef
13.
go back to reference Ismail B, Shafei MN, Harun A, Ali S, Omar M, Deris ZZ. Predictors of polymyxin B treatment failure in Gram-negative healthcare-associated infections among critically ill patients. J Microbiol Immunol Infect. 2018;51(6):763–9.CrossRef Ismail B, Shafei MN, Harun A, Ali S, Omar M, Deris ZZ. Predictors of polymyxin B treatment failure in Gram-negative healthcare-associated infections among critically ill patients. J Microbiol Immunol Infect. 2018;51(6):763–9.CrossRef
14.
go back to reference Papst L, Beovic B, Pulcini C, Durante-Mangoni E, Rodriguez-Bano J, Kaye KS, Daikos GL, Raka L, Paul M, Esgap EE, et al. Antibiotic treatment of infections caused by carbapenem-resistant Gram-negative bacilli: an international ESCMID cross-sectional survey among infectious diseases specialists practicing in large hospitals. Clin Microbiol Infect. 2018;24(10):1070–6.CrossRef Papst L, Beovic B, Pulcini C, Durante-Mangoni E, Rodriguez-Bano J, Kaye KS, Daikos GL, Raka L, Paul M, Esgap EE, et al. Antibiotic treatment of infections caused by carbapenem-resistant Gram-negative bacilli: an international ESCMID cross-sectional survey among infectious diseases specialists practicing in large hospitals. Clin Microbiol Infect. 2018;24(10):1070–6.CrossRef
15.
go back to reference Stewardson AJ, Marimuthu K, Sengupta S, Allignol A, El-Bouseary M, Carvalho MJ, Hassan B, Delgado-Ramirez MA, Arora A, Bagga R, et al. Effect of carbapenem resistance on outcomes of bloodstream infection caused by Enterobacteriaceae in low-income and middle-income countries (PANORAMA): a multinational prospective cohort study. Lancet Infect Dis. 2019;19(6):601–10.CrossRef Stewardson AJ, Marimuthu K, Sengupta S, Allignol A, El-Bouseary M, Carvalho MJ, Hassan B, Delgado-Ramirez MA, Arora A, Bagga R, et al. Effect of carbapenem resistance on outcomes of bloodstream infection caused by Enterobacteriaceae in low-income and middle-income countries (PANORAMA): a multinational prospective cohort study. Lancet Infect Dis. 2019;19(6):601–10.CrossRef
16.
go back to reference Falcone M, Bassetti M, Tiseo G, Giordano C, Nencini E, Russo A, Graziano E, Tagliaferri E, Leonildi A, Barnini S, et al. Time to appropriate antibiotic therapy is a predictor of outcome in patients with bloodstream infection caused by KPC-producing Klebsiella pneumoniae. Crit Care. 2020;24(1):29.CrossRef Falcone M, Bassetti M, Tiseo G, Giordano C, Nencini E, Russo A, Graziano E, Tagliaferri E, Leonildi A, Barnini S, et al. Time to appropriate antibiotic therapy is a predictor of outcome in patients with bloodstream infection caused by KPC-producing Klebsiella pneumoniae. Crit Care. 2020;24(1):29.CrossRef
17.
go back to reference Nioche C, Orlhac F, Boughdad S, Reuzé S, Goya-Outi J, Robert C, Pellot-Barakat C, Soussan M, Frouin F, Buvat I. LIFEx: a freeware for radiomic feature calculation in multimodality imaging to accelerate advances in the characterization of tumor heterogeneity. Cancer Res. 2018;78(16):4786–9.CrossRef Nioche C, Orlhac F, Boughdad S, Reuzé S, Goya-Outi J, Robert C, Pellot-Barakat C, Soussan M, Frouin F, Buvat I. LIFEx: a freeware for radiomic feature calculation in multimodality imaging to accelerate advances in the characterization of tumor heterogeneity. Cancer Res. 2018;78(16):4786–9.CrossRef
18.
go back to reference Ying P, Jin W, Wu X, Cai W, Xia Y. Association between CT-quantified body composition and recurrence, survival in nonmetastasis colorectal cancer patients underwent regular chemotherapy after surgery. Biomed Res Int. 2021;2021:1–8.CrossRef Ying P, Jin W, Wu X, Cai W, Xia Y. Association between CT-quantified body composition and recurrence, survival in nonmetastasis colorectal cancer patients underwent regular chemotherapy after surgery. Biomed Res Int. 2021;2021:1–8.CrossRef
19.
go back to reference De Lorenzo A, Tarsitano MG, Falcone C, Di Renzo L, Romano L, Macheda S, Ferrarelli A, Labate D, Tescione M, Bilotta F, et al. Fat mass affects nutritional status of ICU COVID-19 patients. J Transl Med. 2020;18(1):299.CrossRef De Lorenzo A, Tarsitano MG, Falcone C, Di Renzo L, Romano L, Macheda S, Ferrarelli A, Labate D, Tescione M, Bilotta F, et al. Fat mass affects nutritional status of ICU COVID-19 patients. J Transl Med. 2020;18(1):299.CrossRef
20.
go back to reference Watanabe M, Caruso D, Tuccinardi D, Risi R, Zerunian M, Polici M, Pucciarelli F, Tarallo M, Strigari L, Manfrini S, et al. Visceral fat shows the strongest association with the need of intensive care in patients with COVID-19. Metabolism. 2020;111: 154319.CrossRef Watanabe M, Caruso D, Tuccinardi D, Risi R, Zerunian M, Polici M, Pucciarelli F, Tarallo M, Strigari L, Manfrini S, et al. Visceral fat shows the strongest association with the need of intensive care in patients with COVID-19. Metabolism. 2020;111: 154319.CrossRef
21.
go back to reference Mitsou EK, Detopoulou M, Kakali A, Fragopoulou E, Nomikos T, Antonopoulou S, Panagiotakos DB, Kyriacou A. Mining possible associations of faecal A. muciniphila colonisation patterns with host adiposity and cardiometabolic markers in an adult population. Benef Microbes. 2019;10(7):741–9.CrossRef Mitsou EK, Detopoulou M, Kakali A, Fragopoulou E, Nomikos T, Antonopoulou S, Panagiotakos DB, Kyriacou A. Mining possible associations of faecal A. muciniphila colonisation patterns with host adiposity and cardiometabolic markers in an adult population. Benef Microbes. 2019;10(7):741–9.CrossRef
22.
go back to reference Leung CH, Liu CP. Diabetic status and the relationship of blood glucose to mortality in adults with carbapenem-resistant Acinetobacter baumannii complex bacteremia. J Microbiol Immunol Infect. 2019;52(4):654–62.CrossRef Leung CH, Liu CP. Diabetic status and the relationship of blood glucose to mortality in adults with carbapenem-resistant Acinetobacter baumannii complex bacteremia. J Microbiol Immunol Infect. 2019;52(4):654–62.CrossRef
23.
go back to reference Iacobellis G, Penaherrera CA, Bermudez LE, Bernal Mizrachi E. Admission hyperglycemia and radiological findings of SARS-CoV2 in patients with and without diabetes. Diabetes Res Clin Pract. 2020;164: 108185.CrossRef Iacobellis G, Penaherrera CA, Bermudez LE, Bernal Mizrachi E. Admission hyperglycemia and radiological findings of SARS-CoV2 in patients with and without diabetes. Diabetes Res Clin Pract. 2020;164: 108185.CrossRef
25.
go back to reference Lake JE, Debroy P, Ng D, Erlandson KM, Kingsley LA, Palella FJ, Budoff MJ, Post WS, Brown TT. Associations between subcutaneous fat density and systemic inflammation differ by HIV serostatus and are independent of fat quantity. Eur J Endocrinol. 2019;181(4):451–9.CrossRef Lake JE, Debroy P, Ng D, Erlandson KM, Kingsley LA, Palella FJ, Budoff MJ, Post WS, Brown TT. Associations between subcutaneous fat density and systemic inflammation differ by HIV serostatus and are independent of fat quantity. Eur J Endocrinol. 2019;181(4):451–9.CrossRef
26.
go back to reference Fain JN. Release of interleukins and other inflammatory cytokines by human adipose tissue is enhanced in obesity and primarily due to the nonfat cells. Vitam Horm. 2006;74:443–77.CrossRef Fain JN. Release of interleukins and other inflammatory cytokines by human adipose tissue is enhanced in obesity and primarily due to the nonfat cells. Vitam Horm. 2006;74:443–77.CrossRef
27.
go back to reference Battisti S, Pedone C, Napoli N, Russo E, Agnoletti V, Nigra SG, Dengo C, Mughetti M, Conte C, Pozzilli P, et al. Computed tomography highlights increased visceral adiposity associated with critical illness in COVID-19. Diabetes Care. 2020;43(10):e129–30.CrossRef Battisti S, Pedone C, Napoli N, Russo E, Agnoletti V, Nigra SG, Dengo C, Mughetti M, Conte C, Pozzilli P, et al. Computed tomography highlights increased visceral adiposity associated with critical illness in COVID-19. Diabetes Care. 2020;43(10):e129–30.CrossRef
Metadata
Title
Adipose tissue is a predictor of 30-days mortality in patients with bloodstream infection caused by carbapenem-resistant Klebsiella pneumoniae
Authors
Piaopiao Ying
Jiajing Chen
Yinchai Ye
Jianzhong Ye
Weiyang Cai
Publication date
01-12-2022
Publisher
BioMed Central
Published in
BMC Infectious Diseases / Issue 1/2022
Electronic ISSN: 1471-2334
DOI
https://doi.org/10.1186/s12879-022-07108-9

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