Skip to main content
  • Systematic Review
  • Open access
  • Published:

Role of bariatric surgery in reducing periprosthetic joint infections in total knee arthroplasty. A systematic review and meta-analysis

Abstract

Background

Obesity represents an epidemic of rising numbers worldwide year after year. In the Orthopedic field, obesity is one of the major causes leading to osteoarthritis needing Total Joint Arthroplasty (TJA). Still, contextually, it represents one of the most significant risk factors for joint replacement complications and failures. So, bariatric Surgery (BS) is becoming a valuable option for weight control and mitigating obesity-related risk factors. This review of the literature and meta-analysis aims to evaluate periprosthetic joint infections (PJI) and surgical site infections (SSI) rates in patients who underwent TKA after BS compared to obese patients without BS.

Methods

Systematic review was performed according to Preferred Reporting Items for Systematic Review and Meta-Analyses (PRISMA) guidelines up to October 2023. We included longitudinal studies comparing obese patients who underwent total knee arthroplasty after bariatric surgery (study group) and obese patients who underwent TKA (control group). The surgical site infection and Periprosthetic joint infection rate were compared among groups using a meta-analytical approach.

Results

The online database and references investigation identified one hundred and twenty-five studies. PJI rate differed significantly among groups, (z = -21.8928, p < 0.0001), with a lower risk in the BS group (z = -10.3114, p < 0.0001), for SSI, instead, not statistically significance were recorded (z = -0.6784, p = 0.4975).

Conclusions

The current Literature suggests that Bariatric Surgery can reduce infectious complications in TKA, leading to better outcomes and less related costs treating of knee osteoarthritis in obese patients.

Peer Review reports

Background

Obesity represents an epidemic plague, rising its numbers worldwide year after year [1]. High Body Mass Index (BMI) patients have increased risk of developing several diseases, such as diabetes, hypertension, and joint arthritis [2]. Obesity stands as a paradoxical factor in Orthopedics due to its role as one of the major causes leading to a Total Joint Arthroplasty (TJA), and contextually, one of the most significant risk factors for joint replacement complications and failures [3, 4]. International guidelines suggest joint replacement for patients with BMI > 40 kg/m2 should be avoided because the risk of postoperative complications may outweigh the benefit of the TJA [5]. Thus, surgeons must aim to induce BMI reduction in patients before the procedure [2]. Among tools for weight control, Bariatric Surgery (BS) is becoming a valuable option for those patients who present morbid obesity. Literature is still unclear about its use in Orthopedic patients, with conflicting results regarding complications rates and re-revisions incidence [6]. Although mechanical failures and post-operative re-admissions were often analyzed, BS’s impact on Periprosthetic Joint Infection (PJI) rates remains unclear. PJI still represents the most feared complication in prosthetic surgery [7,8,9,10], and its higher incidence in obese patients was assessed and confirmed in several studies. The number of papers relating TKA complications and bariatric surgery before TKA is increasing [11,12,13,14]. Given the benefits of BS for patients’ general health, it is necessary to establish if weight loss provided by metabolic surgery can also lead to an overall decrease of infection rates, both in PJI and surgical site infection (SSI). This review of the literature and meta-analysis aims to evaluate infections and SSI rates in patients who underwent TKA after BS compared to obese patients without BS.

Materials and methods

Search strategy and eligibility criteria

Systematic review was performed according to Preferred Reporting Items for Systematic Review and Meta-Analyses (PRISMA) guidelines [15] up to October 2023. Research papers investigating clinical outcomes and complications rate in patients treated with bariatric surgery before or after total knee arthroplasty were conducted in three different online databases: MEDLINE, Web of Science, Scopus. The keywords used for the research were combined as follow: (“BS” OR “Bariatric surgery” OR “metabolic surgery”) AND (“TKA” OR “TKR” OR “Total Knee Arthroplasty” OR “Total Knee Replacement”) AND (“Infection” OR “PJI” OR “SSI”).

All articles written in English were included, with no limitations for date of publication. Reference lists of selected articles were searched for additional articles that were not identified in the database search. Longitudinal studies (retrospective and prospective) and randomized controlled trials were evaluated and added to the final reference list. The exclusion criteria required the omission of case reports, expert opinions, prior systematic reviews, letters to the editor, studies that did not include patients who underwent TKA, studies that included different total joint arthroplasty (such as hip arthroplasty, shoulder etc.) and wherein TKA data could not be extrapolated. Studies not including infectious complications in the post-operative analysis were also excluded.

Study assessment and data extraction

Initially, the titles and abstracts of the studies were screened by two independent reviewers. Full text was obtained for all abstracts that appeared to meet the inclusion criteria or those with any uncertainty. Then, each study was assessed based on the inclusion criteria by two independent reviewers, and the evaluation of the article by the senior author resolved any disagreement regarding the inclusion of any study. Relevant data were extracted from each study. Data describing participant demographics, sample size, and failure rate regarding SSI and PJI were recorded. The methodological quality of the studies included in this meta-analysis was assessed. The methodological quality of the studies included in this meta-analysis was assessed using the Methodological Index for Non-Randomized Studies (MINORS) score that yields a maximum score of 16 and 24, respectively, for non-comparative and comparative studies [16]. Two authors independently determined the MINORS score; the final score was obtained through consensus.

Statistical analysis

The comparison between the infection rate in the study groups and the infection rate in the control group with a 95% confidence interval (CI) represented the primary outcome. Secondary outcomes were the rate of surgical site infections at follow-up in both groups. The analysis was carried out using the log odds ratio as the outcome measure. A random-effects model was fitted to the data. The amount of heterogeneity (i.e., τ²), was estimated using the restricted maximum-likelihood estimator [17]. In addition to the estimate of τ², the I² statistic are reported. In case any amount of heterogeneity is detected (i.e., τ² > 0), a prediction interval for the true outcomes is also provided. Studentized residuals and Cook’s distances are used to examine whether studies may be outliers and/or influential in the context of the model. Studies with a studentized residual larger than the 100 × (1–0.05/(2 X k))th percentile of a standard normal distribution are considered potential outliers (i.e., using a Bonferroni correction with two-sided alpha = 0.05 for k studies included in the meta-analysis). Studies with a Cook’s distance larger than the median plus six times the interquartile range of the Cook’s distances are influential. The rank correlation test and the regression test, using the standard error of the observed outcomes as predictors, are used to check for funnel plot asymmetry. Jamovi version 2.3 [18] and SPSS version 29 (SPSS, Chicago, IL, USA) for all statistical analyses. P ≤ 0.05 was considered significant.

Results

A flow diagram of the search strategy is presented (Fig. 1). One hundred twenty-five studies were identified from the online database and reference investigation. After the duplicate removal and first screening based on titles and abstracts, the search produced a 32 papers list of full text to analyze. Six studies [19,20,21,22,23,24] were then included in the meta-analysis, 4 for the evaluation of PJI rate and 4 for the surgical site infection (SSI) rate (Table 1). Most of the studies were written and developed in USA, with only one other country represented (China).

A total amount of 3.045.096 patients was considered in the study, with a mean age of 60,1 years. The BS-group included 58.463 patients, 2.986.633 in the obese-group, instead. The mean percentage of patients with SSI in the study group and in the control, group was 4,2% and 3,9%, respectively, with a slightly lower rates of incidents in obese group. For what concerns the PJIs, the percentage in bariatric surgery group was lower (2.2%) than in control group (4.6%).

Fig. 1
figure 1

Study flowchart

Table 1 Characteristics of the studies included in the systematic review and meta-analysis

Surgical site infections

Four studies were eligible for meta-analysis [19, 21, 22, 24], for a total amount of 44.236 patients in BS-group and 2.896.662 in obese group, with 1.265 and 64.879 cases of surgical site infection, respectively. The observed log odds ratios (OR) ranged from − 0.6936 to 0.3518, with the majority of estimates being negative. The estimated average log odds ratio based on the random-effects model was µ = -0.1734 (95% CI: -0.6742 to 0.3275). Therefore, the SSI rate did not differed significantly from zero (z = -0.6784, p = 0.4975). According to the Q-test, the true outcomes appear to be heterogeneous (I² = 96.44%, p < 0.0001). According to the Cook’s distances, none of the studies could be considered as overly influential. Neither the rank correlation nor the regression test indicated any funnel plot asymmetry (p = 0.7500 and p = 0.7011, respectively) (Fig. 2).

Fig. 2
figure 2

Rates of surgical site infections in patients treated by bariatric surgery before TKA and obese control group. The summary estimates presented were calculated using random-effects models; CI, confidence interval (bars)

Periprosthetic joint infections

Four studies were eligible for meta-analysis [19, 20, 22, 23], for a total amount of 32.406 patients in BS-group and 310.648 in obese group, with 1.003 and 23.027 cases of infections, respectively. The observed log odds ratios (OR) ranged from − 1.0405 to -0.3733, with the majority of estimates being negative. The estimated average log odds ratio based on the random-effects model was µ = -0.7110 (95% CI: -0.8462 to -0.5759). Therefore, the PJI rate differed significantly from zero (z = -10.3114, p < 0.0001), with a lower risk in the BS-group. According to the Q-test, there was no significant amount of heterogeneity in the true outcomes (I² = 11.69%, p = 0.398). A 95% prediction interval for the true outcomes is given by -0.9018 to -0.5203. Hence, even though there may be some heterogeneity, the true outcomes of the studies are generally in the same direction as the estimated average outcome. According to the Cook’s distances, none of the studies could be considered as overly influential. There was no indication of outliers in the context of this model. Neither the rank correlation nor the regression test indicated any funnel plot asymmetry (p = 0.750 and p = 0.387, respectively) (Fig. 3).

Fig. 3
figure 3

Rates of infection in patients treated by bariatric surgery before TKA and obese control group. The summary estimates presented were calculated using random-effects models; CI, confidence interval (bars)

Discussion

Patients with BMI > 40 Kg/m2 are unanimous considered as worst candidates to joint replacement, especially to total knee arthroplasty. Nevertheless, obese patients suffers more often than non-obese patients of knee osteoarthritis, leading to a surgical indication to knee replacement. Due to this paradoxical situation, in Literature are becoming more commons studies comparing TKA outcomes in obese patients treated with bariatric surgery and obese patients without BS [19,20,21,22,23,24,25,26]. Existing reviews of the literature about this topic [27, 28] consider mechanical failures and re-admissions into the Hospital for early complications as main endpoints, without focusing on infectious complications. For what we know, this is the first review of the literature and meta-analysis specifically about PJI and SSI rates in TKA. Therefore, the strength of this paper is solid and current about such a dramatic topic in daily activity of Orthopedic surgeon [8].

Smith et al. [28] collected cases from 5 studies, highlighting a significant difference in wound infection, with lower rates in BS patients. However, they performed a literature review and meta-analysis considering both TKA and total hip arthroplasty (THA), we opted, instead, to evaluate single TKA procedures, in order to compare homogeneous groups and same joint.

More recently, Yan et al. [27] provided a more updated review of the literature about this topic, involving more studies than us in the meta-analysis for infections (7). However, they considered all infectious complications under a general label “infection”, without going into details of the pathology. We analyzed two different outcomes, PJI and SSI, providing a meta-analysis for each of them.

The correct outcome to evaluate the risk of septic failures was chosen according to the data found in the Literature. First endpoint was to assess periprosthetic joint infection rates, considering it as the mean diagnosis when it comes to septic complications [29]. Surgical site infections, instead, were less related to actual septic failure, but the available data allowed us to use this information to better define the impact of bariatric surgery as prevention of infections in joint arthroplasty. The choice of performing a meta-analysis using random-effects models rather than fixed-effects, due to the heterogeneous data and the size of the studies, according to Nikolakopoulou et al. [30].

Our data allowed us to deliver a statistically significant statement about first outcome, not for the SSI rates, instead. Thus, obese patients underwent bariatric surgery before TKA seem to have a lower risk of PJI, compared to patients who underwent TKA without a BS before. SSI risk seems to be different, but p-value > 0.05.

This data suggests lack of correlation between Bariatric surgery and SSI risk in TKA, thus superficial wound infections cannot be addressed through BS, unlike the PJI.

As matter of facts, SSI includes partially those infections who later became deeper infections, often representing an early manifestation of PJI. Thus, even if the SSI-risk remain similar in both groups, it seems less probable for the infections to affect deeper layers and the prosthesis itself in BS-group, rather than in Obese-group, and this represents an important result of our meta-analysis.

Even if included studies are heterogeneous, none of them is overly influential compared to others, according to our analysis. Each paper contained enough data to reach inclusion criteria and make it to the final draft for the meta-analysis, considering surgical site infection and periprosthetic infection among complications in TKA.

Some studies [21, 24] offered a further comparison between BS-patients and non-obese patients, matching patients underwent bariatric surgery with patients with the same BMI they reached after the surgery. Due to the low numerosity of these studies, meta-analysis was not performed, but comparing the straight numbers, seems to be still higher infection risk in BS-group. This can suggest that BMI reduction alone is not able to grant an adequate return to pre-obesity condition. Further studies comparing obese, non-obese and BS patients are needed to better analyze relations among metabolic disorders, obesity and TKA complications.

Main limitation of the study is clearly the studies number, not allowing a more appropriate and accurate meta-analysis. All the included studies are, moreover, not specifically sets for infectious outcomes, but mostly on early complications and revisions. Thus, the data we analyzed were often not clear determined and highlighted. Bariatric Surgery can be a solid ally for orthopedic surgeons in facing joint osteoarthritis in obese patients, but more and stronger studies are needed, to allow this procedure to be included in treatment algorithm.

Conclusions

The current Literature suggests that Bariatric Surgery can reduce infectious complications after TKA. Indeed, Obese patients treated with BS before TKA are less prone to surgical site infections and periprosthetic joint infections compared to morbidly obese patients.

Data availability

The datasets used and/or analysed during the current study are available from the corresponding author on reasonable request.

Abbreviations

TJA:

Total Joint Arthroplasty

TKA:

Total Knee Arthroplasty

PJI:

Periprosthetic Joint Infection

BS:

Bariatric Surgery

SSI:

Surgical site infection

CI:

Confidence Interval

References

  1. Perdomo CM, Cohen RV, Sumithran P, Clément K, Frühbeck G. Contemporary medical, device, and surgical therapies for obesity in adults. Lancet. 2023;401(10382):1116–1130. doi: 10.1016/S0140-6736(22)02403-5. Epub 2023 Feb 9. PMID: 36774932.

  2. Boyce L, Prasad A, Barrett M, Dawson-Bowling S, Millington S, Hanna SA, Achan P. The outcomes of total knee arthroplasty in morbidly obese patients: a systematic review of the literature. Arch Orthop Trauma Surg. 2019;139(4):553–60. https://doi.org/10.1007/s00402-019-03127-5. Epub 2019 Feb 16. PMID: 30778723; PMCID: PMC6420900.

    Article  PubMed  PubMed Central  Google Scholar 

  3. Gillespie GN, Porteous AJ. Obesity and knee arthroplasty. Knee. 2007;14(2):81–6. https://doi.org/10.1016/j.knee.2006.11.004. Epub 2006 Dec 22. PMID: 17188495.

    Article  CAS  PubMed  Google Scholar 

  4. Are L, De Mauro D, Rovere G, Fresta L, Tartarone M, Illuminati A, Smakaj A, Maccauro G, Liuzza F. Robotic-assisted unicompartimental knee arthroplasty performed with Navio system: a systematic review. Eur Rev Med Pharmacol Sci. 2023;27(6):2624–2633. https://doi.org/10.26355/eurrev_202303_31799. PMID: 37013780.

  5. Ighani Arani P, Wretenberg P, W-Dahl A. Information and BMI limits for patients with obesity eligible for knee arthroplasty: the Swedish surgeons’ perspective from a nationwide cross-sectional study. J Orthop Surg Res. 2022;17(1):550. https://doi.org/10.1186/s13018-022-03442-5. PMID: 36536418; PMCID: PMC9762022.

    Article  PubMed  PubMed Central  Google Scholar 

  6. Eisenberg D, Shikora SA, Aarts E, Aminian A, Angrisani L, Cohen RV, de Luca M, Faria SL, Goodpaster KPS, Haddad A, Himpens JM, Kow L, Kurian M, Loi K, Mahawar K, Nimeri A, O’Kane M, Papasavas PK, Ponce J, Pratt JSA, Rogers AM, Steele KE, Suter M, Kothari SN. 2022 American Society of Metabolic and bariatric surgery (ASMBS) and International Federation for the Surgery of Obesity and metabolic disorders (IFSO) indications for metabolic and bariatric surgery. Obes Surg. 2023;33(1):3–14. https://doi.org/10.1007/s11695-022-06332-1. Erratum in: Obes Surg. 2022;: PMID: 36336720; PMCID: PMC9834364.

    Article  PubMed  Google Scholar 

  7. Rovere G, De Mauro D, D’Orio M, Fulchignoni C, Matrangolo MR, Perisano C, Ziranu A, Pataia E. Use of muscular flaps for the treatment of hip prosthetic joint infection: a systematic review. BMC Musculoskelet Disord. 2021;22(Suppl 2):1059. https://doi.org/10.1186/s12891-021-04945-8. PMID: 34949162; PMCID: PMC8705100.

    Article  PubMed  PubMed Central  Google Scholar 

  8. Balato G, Rizzo M, Ascione T, Smeraglia F, Mariconda M. Re-infection rates and clinical outcomes following arthrodesis with intramedullary nail and external fixator for infected knee prosthesis: a systematic review and meta-analysis. BMC Musculoskelet Disord. 2018;19(1):361. https://doi.org/10.1186/s12891-018-2283-4. PMID: 30301462; PMCID: PMC6178263.

    Article  PubMed  PubMed Central  Google Scholar 

  9. De Mauro D, Rovere G, Smakaj A, Marino S, Ciolli G, Perna A, Battiato C, El Ezzo O, Liuzza F. Gibson approach and surgical hip dislocation according to Ganz in the treatment of femoral head fractures. BMC Musculoskelet Disord. 2021;22(Suppl 2):961. https://doi.org/10.1186/s12891-021-04800-w. PMID: 34789202; PMCID: PMC8597876.

    Article  PubMed  PubMed Central  Google Scholar 

  10. Baldini A, Balato G, Franceschini V. The role of offset stems in revision knee arthroplasty. Curr Rev Musculoskelet Med. 2015;8(4):383–9. https://doi.org/10.1007/s12178-015-9294-7. PMID: 26373769; PMCID: PMC4630237.

    Article  PubMed  PubMed Central  Google Scholar 

  11. Ighani Arani P, Wretenberg P, Stenberg E, Ottosson J, W-Dahl A. Total knee arthroplasty and bariatric surgery: change in BMI and risk of revision depending on sequence of surgery. BMC Surg. 2023;23(1):53. https://doi.org/10.1186/s12893-023-01951-6. PMID: 36899340; PMCID: PMC10007771.

    Article  PubMed  PubMed Central  Google Scholar 

  12. Stambough JB. In patients with knee OA and severe obesity, bariatric surgery and weight loss before TKA reduced complications Versus TKA alone. J Bone Joint Surg Am. 2023;105(10):805. https://doi.org/10.2106/JBJS.23.00114. Epub 2023 Apr 6. PMID: 37023141.

    Article  PubMed  Google Scholar 

  13. Martin JR, Jennings JM, Dennis DA. Morbid Obesity and Total Knee Arthroplasty: A Growing Problem. J Am Acad Orthop Surg. 2017;25(3):188–194. https://doi.org/10.5435/JAAOS-D-15-00684. PMID: 28146438.

  14. Mocini F, Rovere G, De Mauro D, De Sanctis EG, Smakaj A, Maccauro G, Liuzza F. Newer generation straight humeral nails allow faster bone healing and better functional outcome at mid-term. J Orthop Surg Res. 2021;16(1):631. https://doi.org/10.1186/s13018-021-02776-w. PMID: 34670577; PMCID: PMC8529842.

    Article  PubMed  PubMed Central  Google Scholar 

  15. Page MJ, McKenzie JE, Bossuyt PM, Boutron I, Hoffmann TC, Mulrow CD, Shamseer L, Tetzlaff JM, Akl EA, Brennan SE, Chou R, Glanville J, Grimshaw JM, Hróbjartsson A, Lalu MM, Li T, Loder EW, Mayo-Wilson E, McDonald S, McGuinness LA, Stewart LA, Thomas J, Tricco AC, Welch VA, Whiting P, Moher D. The PRISMA 2020 statement: an updated guideline for reporting systematic reviews. BMJ. 2021;372:n71. https://doi.org/10.1136/bmj.n71. PMID: 33782057; PMCID: PMC8005924.

    Article  PubMed  PubMed Central  Google Scholar 

  16. Slim K, Nini E, Forestier D, Kwiatkowski F, Panis Y, Chipponi J. Methodological index for non-randomized studies (MINORS): development and validation of a new instrument. ANZ J Surg. 2003;73:712–6.

    Article  PubMed  Google Scholar 

  17. Viechtbauer W. Conducting meta-analyses in R with the metafor package. J Stat Softw. 2010;36:1–48.

    Article  Google Scholar 

  18. The jamovi project. (2022). jamovi. (Version 2.3) [Computer Software]. Retrieved from https://www.jamovi.org.

  19. Sax OC, Chen Z, Bains SS, Salib CG, Pervaiz SS, Mont MA, Delanois RE. Timing and type of bariatric surgery preceding total knee arthroplasty leads to similar complications and outcomes. J Arthroplasty. 2022;37(8S):842–S848. https://doi.org/10.1016/j.arth.2022.01.076. Epub 2022 Feb 1. PMID: 35121092.

    Article  Google Scholar 

  20. Wang Y, Deng Z, Meng J, Dai Q, Chen T, Bao N. Impact of bariatric surgery on Inpatient complication, cost, and length of Stay following total hip or knee arthroplasty. J Arthroplasty. 2019;34(12):2884–2889e4. Epub 2019 Jul 13. PMID: 31439406.

    Article  PubMed  Google Scholar 

  21. Meller MM, Goodman S, Gonzalez MH, Lau E. e19.00102. J Am Acad Orthop Surg Glob Res Rev. 2019;3(12). https://doi.org/10.5435/JAAOSGlobal-D-19-00102. PMID: 32072123; PMCID: PMC7004493. Does Bariatric Surgery Normalize Risks After Total Knee Arthroplasty? Administrative Medicare Data.

  22. Werner BC, Kurkis GM, Gwathmey FW, Browne JA. Bariatric Surgery Prior to Total Knee Arthroplasty is Associated With Fewer Postoperative Complications. J Arthroplasty. 2015;30(9 Suppl):81 – 5. doi: 10.1016/j.arth.2014.11.039. Epub 2015 Jun 3. PMID: 26071250.

  23. McLawhorn AS, Levack AE, Lee YY, Ge Y, Do H, Dodwell ER. Bariatric surgery improves outcomes after lower extremity arthroplasty in the morbidly obese: a propensity score-matched analysis of a New York Statewide Database. J Arthroplasty. 2018;33(7):2062–2069e4. Epub 2017 Dec 5. PMID: 29366728.

    Article  PubMed  Google Scholar 

  24. Ryan SP, Couch CG, Duong SQ, Taunton MJ, Lewallen DG, Berry DJ, Abdel MP. Does bariatric surgery prior to primary total knee arthroplasty improve outcomes? J Arthroplasty. 2022;37(6S):165–S169. https://doi.org/10.1016/j.arth.2022.02.048. Epub 2022 Feb 22. PMID: 35202755.

    Article  Google Scholar 

  25. Ighani Arani P, Wretenberg P, Ottosson J, W-Dahl A. Pain, Function, and Satisfaction After Total Knee Arthroplasty, with or Without Bariatric Surgery. Obes Surg. 2022;32(4):1164–1169. doi: 10.1007/s11695-022-05912-5. Epub 2022 Jan 27. PMID: 35084610; PMCID: PMC8933297.

  26. Liu J, Zhong H, Poeran J, Sculco PK, Kim DH, Memtsoudis SG. Bariatric surgery and total knee/hip arthroplasty: an analysis of the impact of sequence and timing on outcomes. Reg Anesth Pain Med. 2021;46(11):941–5. https://doi.org/10.1136/rapm-2021-102967. Epub 2021 Aug 30. PMID: 34462345.

    Article  PubMed  Google Scholar 

  27. Yan M, Zheng G, Long Z, Pan Q, Wang X, Li Y, Lei C. Does bariatric surgery really benefit patients before total knee arthroplasty? A systematic review and meta-analysis. Int J Surg. 2022;104:106778. https://doi.org/10.1016/j.ijsu.2022.106778. Epub 2022 Jul 20. PMID: 35870757.

    Article  PubMed  Google Scholar 

  28. Smith TO, Aboelmagd T, Hing CB, MacGregor A. Does bariatric surgery prior to total hip or knee arthroplasty reduce post-operative complications and improve clinical outcomes for obese patients? Systematic review and meta-analysis. Bone Joint J. 2016;98-B(9):1160-6. https://doi.org/10.1302/0301-620X.98B9.38024. PMID: 27587514.

  29. De Mauro D, Rovere G, Are L, Smakaj A, Aprato A, Mezzadri U, et al. Spring plates as a valid additional fixation in comminuted posterior Wall Acetabular fractures: a retrospective Multicenter Study. J Clin Med. 2023;12(2):576. https://doi.org/10.3390/jcm12020576. PMID: 36675505; PMCID: PMC9862384.

    Article  PubMed  PubMed Central  Google Scholar 

  30. Nikolakopoulou A, Mavridis D, Salanti G. How to interpret meta-analysis models: fixed effect and random effects meta-analyses. Evid Based Ment Health. 2014;17(2):64. https://doi.org/10.1136/eb-2014-101794. PMID: 24778439.

Download references

Funding

No funding was received for this study.

Author information

Authors and Affiliations

Authors

Contributions

LM, PDL and GL screened the studies and selected the data. DDM and GB evaluated the quality of the studies. DDM, ADC and DDG wrote the manuscript. GM, EF and DR corrected the whole paper. All authors read and approved the final manuscript.

Corresponding authors

Correspondence to D. De Mauro or E. Festa.

Ethics declarations

Ethics approval

not applicable.

Informed consent

not applicable.

Consent for publication

not applicable.

Competing interests

The authors declare no competing interests.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

De Mauro, D., Balato, G., Festa, E. et al. Role of bariatric surgery in reducing periprosthetic joint infections in total knee arthroplasty. A systematic review and meta-analysis. BMC Musculoskelet Disord 25, 248 (2024). https://doi.org/10.1186/s12891-024-07288-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1186/s12891-024-07288-2

Keywords