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The Bone & Joint Journal
Vol. 105-B, Issue 7 | Pages 801 - 807
1 Jul 2023
Dietrich G Terrier A Favre M Elmers J Stockton L Soppelsa D Cherix S Vauclair F

Aims. Tobacco, in addition to being one of the greatest public health threats facing our world, is believed to have deleterious effects on bone metabolism and especially on bone healing. It has been described in the literature that patients who smoke are approximately twice as likely to develop a nonunion following a non-specific bone fracture. For clavicle fractures, this risk is unclear, as is the impact that such a complication might have on the initial management of these fractures. Methods. A systematic review and meta-analysis were performed for conservatively treated displaced midshaft clavicle fractures. Embase, PubMed, and Cochrane Central Register of Controlled Trials (via Cochrane Library) were searched from inception to 12 May 2022, with supplementary searches in Open Grey, ClinicalTrials.gov, ProQuest Dissertations & Theses, and Google Scholar. The searches were performed without limits for publication date or languages. Results. The meta-analysis included eight studies, 2,285 observations, and 304 events (nonunion). The random effects model predicted a pooled risk ratio (RR) of 3.68 (95% confidence interval 1.87 to 7.23), which can be considered significant (p = 0.003). It indicates that smoking more than triples the risk of nonunion when a fracture is treated conservatively. Conclusion. Smoking confers a RR of 3.68 for developing a nonunion in patients with a displaced middle third clavicle fracture treated conservatively. We know that most patients with pseudarthrosis will have pain and a poor functional outcome. Therefore, patients should be informed of the significantly higher risks of nonunion and offered smoking cessation efforts and counselling. Moreover, surgery should be considered for any patient who smokes with this type of fracture. Cite this article: Bone Joint J 2023;105-B(7):801–807


Bone & Joint Research
Vol. 2, Issue 6 | Pages 102 - 111
1 Jun 2013
Patel RA Wilson RF Patel PA Palmer RM

Objectives. To review the systemic impact of smoking on bone healing as evidenced within the orthopaedic literature. Methods. A protocol was established and studies were sourced from five electronic databases. Screening, data abstraction and quality assessment was conducted by two review authors. Prospective and retrospective clinical studies were included. The primary outcome measures were based on clinical and/or radiological indicators of bone healing. This review specifically focused on non-spinal orthopaedic studies. Results. Nine tibia studies and eight other orthopaedic studies were considered for systematic review. Of these 17 studies, 13 concluded that smoking negatively influenced bone healing. Conclusions. Smoking has a negative effect on bone healing, in terms of delayed union, nonunion and more complications


The Bone & Joint Journal
Vol. 98-B, Issue 10 | Pages 1418 - 1424
1 Oct 2016
Salandy A Malhotra K Goldberg AJ Cullen N Singh D

Aims. Smoking is associated with post-operative complications but smokers often under-report the amount they smoke. Our objective was to determine whether a urine dipstick test could be used as a substitute for quantitative cotinine assays to determine smoking status in patients. Patients and Methods. Between September 2013 and July 2014 we conducted a prospective cohort study in which 127 consecutive patients undergoing a planned foot and ankle arthrodesis or osteotomy were included. Patients self-reported their smoking status and were classified as: ‘never smoked’ (61 patients), ‘ex-smoker’ (46 patients), or ‘current smoker’ (20 patients). Urine samples were analysed with cotinine assays and cotinine dipstick tests. Results. There was a high degree of concordance between dipstick and assay results (Kappa coefficient = 0.842, p < 0.001). Compared with the quantitative assay, the dipstick had a sensitivity of 88.9% and a specificity of 97.3%. Patients claiming to have stopped smoking just before surgery had the highest rate of disagreement between reported smoking status and urine testing. Conclusion. Urine cotinine dipstick testing is cheap, fast, reliable, and easy to use. It may be used in place of a quantitative assay as a screening tool for detecting patients who may be smoking. A positive test may be used as a trigger for further assessment and counselling. Cite this article: Bone Joint J 2016;98-B:1418–24


The Journal of Bone & Joint Surgery British Volume
Vol. 94-B, Issue 10 | Pages 1427 - 1432
1 Oct 2012
Chassanidis CG Malizos KN Varitimidis S Samara S Koromila T Kollia P Dailiana Z

Periosteum is important for bone homoeostasis through the release of bone morphogenetic proteins (BMPs) and their effect on osteoprogenitor cells. Smoking has an adverse effect on fracture healing and bone regeneration. The aim of this study was to evaluate the effect of smoking on the expression of the BMPs of human periosteum. Real-time polymerase chain reaction was performed for BMP-2,-4,-6,-7 gene expression in periosteal samples obtained from 45 fractured bones (19 smokers, 26 non-smokers) and 60 non-fractured bones (21 smokers, 39 non-smokers). A hierarchical model of BMP gene expression (BMP-2 > BMP-6 > BMP-4 > BMP-7) was demonstrated in all samples. When smokers and non-smokers were compared, a remarkable reduction in the gene expression of BMP-2, -4 and -6 was noticed in smokers. The comparison of fracture and non-fracture groups demonstrated a higher gene expression of BMP-2, -4 and -7 in the non-fracture samples. Within the subgroups (fracture and non-fracture), BMP gene expression in smokers was either lower but without statistical significance in the majority of BMPs, or similar to that in non-smokers with regard to BMP-4 in fracture and BMP-7 in non-fracture samples. In smokers, BMP gene expression of human periosteum was reduced, demonstrating the effect of smoking at the molecular level by reduction of mRNA transcription of periosteal BMPs. Among the BMPs studied, BMP-2 gene expression was significantly higher, highlighting its role in bone homoeostasis


Orthopaedic Proceedings
Vol. 104-B, Issue SUPP_10 | Pages 34 - 34
1 Oct 2022
Dudareva M Corrigan R Hotchen A Muir R Scarborough C Kumin M Atkins B Scarborough M McNally M Collins G
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Aim. Smoking is known to impair wound healing and to increase the risk of peri-operative adverse events and is associated with orthopaedic infection and fracture non-union. Understanding the magnitude of the causal effect on orthopaedic infection recurrence may improve pre-operative patient counselling. Methods. Four prospectively-collected datasets including 1173 participants treated in European centres between 2003 and 2021, followed up to 12 months after surgery for clinically diagnosed orthopaedic infections, were included in logistic regression modelling with Inverse Probability of Treatment Weighting for current smoking status [1–3]. Host factors including age, gender and ASA score were included as potential confounding variables, interacting through surgical treatment as a collider variable in a pre-specified structural causal model informed by clinical experience. The definition of infection recurrence was identical and ascertained separately from baseline factors in three contributing cohorts. A subset of 669 participants with positive histology, microbiology or a sinus at the time of surgery, were analysed separately. Results. Participants were 64% male, with a median age of 60 years (range 18–95); 16% of participants experienced treatment failure by 12 months. 1171 of 1173 participants had current smoking status recorded. As expected for the European population, current smoking was less frequent in older participants (Table 1). There was no baseline association between Charlson score or ASA score and smoking status (p=0.9, p=1, Chi squared test). The estimated adjusted odds ratio for treatment failure at 12 months, resulting from current smoking at the time of surgery, was 1.37 for all participants (95% CI 0.75 to 2.50) and 1.53 for participants with recorded confirmatory criteria (95% CI 1.14 to 6.37). Conclusions. Smoking contributes to infection recurrence, particularly in people with unequivocal evidence of osteomyelitis or PJI. People awaiting surgery for orthopaedic infection should be supported to cease smoking, not only to reduce anaesthetic risk, but to improve treatment outcomes. Limitations of this study include unmeasured socioeconomic confounding and social desirability bias resulting in uncertainty in true smoking status, resulting in underestimated effect size


Orthopaedic Proceedings
Vol. 90-B, Issue SUPP_II | Pages 231 - 231
1 Jul 2008
Bhargava A Greiss E
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Introduction: Every ten seconds, somewhere in the world, someone dies of tobacco-related causes. The adverse effects of smoking on the cardiovascular, respiratory, and immune systems have been well documented. Results of foot surgery are also gravely affected by cigarette smoking, with poorer clinical outcomes, lower rates of osteotomy union, bony fusion and higher rates of postoperative infection. However, data on surgeon’s awareness and their practices to overcome the adverse effects of smoking in elective foot surgery is limited. Aim: The purpose of this study was to report the results of a survey of experienced foot and ankle surgeons regarding their awareness about detrimental effects of smoking and the measures they take in their practice to prevent them. Methods: A survey of members of British Foot and Ankle Society was done to document surgeon’s awareness and attitudes towards detrimental effects of smoking in patients undergoing elective foot surgery and the measures they take to prevent these problems. Survey was returned by 104 of the 225 surgeons (47%). Results: One hundred and two (99%) of the surgeons were aware of the damaging effects of smoking in foot and ankle surgery. Eightynine (84%) of these recorded the smoking habits of their patients in their dictated notes. However, only 9% respondent admitted recording the smoking habits of their patients in consent form and warn them about forthcoming risk of complications at the time of consenting. Only twentyfour (23%) had varying protocol’s to prevent smoking related operative complications. Conclusions: Most of the surgeons appreciate the harmful effects of smoking. However they are unaware of the extent to which it causes problems. Majority of the members would like the society to propose a unified policy or evidence based guidelines to deal with smoking related problems in foot surgery


Orthopaedic Proceedings
Vol. 102-B, Issue SUPP_6 | Pages 76 - 76
1 Jul 2020
Hart A Rainer W Taunton M Mabry T Berry D Abdel M
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Patients who are actively smoking at the time of primary total joint arthroplasty (TJA) are at considerably increased risk of perioperative complications. Therefore, strategies to assist patients with smoking cessation before surgery have become routine practice. A secondary benefit is the theoretical catalyst for long-term smoking cessation. However, questions remain as to whether patients actually cease smoking prior to the procedure, and if so, how long this lasts postoperatively. Our high-volume, academic institution documents self-reported smoking status at each clinic visit (at 6-month intervals), as well as at the time of surgery through a total joint registry. As such, all patients who underwent TJA from 2007 to 2018 were identified and grouped as: non-smokers, smokers (regularly smoking cigarettes within 1 year from surgery), and former smokers (those who quit smoking within a year before surgery). Thereafter, smoking status in the postoperative period was assessed, with special attention to the former smokers in order to see who remained smoke-free. From the 28,758 primary TJAs identified, 91.3% (26,244) were non-smokers, 7.3% (2,109) were smokers, and 1.4% (405) had quit smoking before surgery. Among patients who quit smoking before surgery, only 38% were still abstinent at 9 years from surgery. Conversely, 24% of smokers at the time of surgery eventually quit and 3.1% of non-smokers started smoking over the same time period. Despite a concerted effort to help patients stop smoking before TJA, an important proportion (7.3%) are unsuccessful. Among those patients who do manage to stop smoking, only a minority (38%) remain smoke-free after surgery. Compared to current smokers, patients who managed to quit before surgery are more likely to remain smoke-free after surgery. These findings highlight that smoking remains a tremendous challenge in contemporary TJA practices. Additional strategies targeting smoking cessation before after surgery are needed


Orthopaedic Proceedings
Vol. 100-B, Issue SUPP_12 | Pages 46 - 46
1 Oct 2018
Pandit HG Mouchti S Matharu GS Delmestri A Murray DW Judge A
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Introduction. Although we know that smoking damages health, we do not know impact of smoking on a patient's outcome following primary knee arthroplasty (KA). In the UK, clinical commissioning groups (CCGs) have the authority (& funds) to commission healthcare services for their communities. Over the past decade, an increasing number of CCGs are using smoking as a contraindication for patients with end-stage symptomatic knee arthritis being referred to a specialist for due consideration of KA without any clear evidence of the associated risks & benefits. The overall objective of this study is to compare clinical outcomes after knee arthroplasty surgery in smokers, ex-smokers & non-smokers. Methods. We obtained data from the UK Clinical Research Practice Datalink (CPRD) that contains information on over 11 million patients (7% of the UK population) registered at over 600 general practices. CPRD data was linked to Hospital Episode Statistics, hospital admissions & Patient Reported Outcome Measures (PROMs) data. We collected data on all KAs (n=64,071) performed over a 21-year period (1995 to 2016). Outcomes assessed included: local & systemic complications (at 6-months post-surgery): infections (wound, respiratory, urinary), heart attack, stroke & transient ischaemic attack, venous thromboembolism, hospital readmissions & GP visits (1-year), analgesic use (1-year), surgical revision (up to 20-years), mortality (90-days and 1-year), & 6-month change from pre-operative scores in Oxford Knee Score (OKS). Regression modelling is used to describe the association of smoking on outcomes, adjusting for confounding factors. Results. Smoking was associated with an increased risk of lower respiratory tract infections (LRTI) (4.2% smokers vs. 2.7% non-smokers) (Odds Ratio (OR) 0.76, p-value 0.017). LRTI were similar in ex-smokers & smokers at 3.9%. There was no association with any of the other 6-month complications. Pain medication use over 1-year post surgery was higher in smokers compared to non-smokers: gabapentinoids 7.4% vs. 5.2% (OR 0.74, p< 0.001), opioids 45.9% vs. 35.3% (OR 0.79, p< 0.001), NSAIDs 51.6% vs. 46.1% (OR 0.91, p = 0.044). Mortality was higher in smokers at 1-year compared to non-smokers (hazard ratio (HR) 0.53, p<0.001) & ex-smokers (HR 0.65, p = 0.037), but there was no difference observed at 90-days. There was no association of smoking on revision surgery over 20-years follow up. Smoking was associated with worse postoperative OKS being 3.1 points higher in non-smokers (p<0.001) & 3.0 points higher in ex-smokers (p<0.001). The overall change in OKS before & after surgery was 13.9 points in smokers versus 16.3 points in non-smokers (p<0.001) & 15.7 points in ex-smokers (p<0.001). Over the year following surgery, smokers were more likely to visit their GP, but there was no association with hospital readmission rates. Conclusion. This is the largest study with linked primary care & secondary care data highlighting impact of a preventable patient factor on outcome of a routinely performed planned intervention. Smokers achieved clinical meaningful improvements in patient reported pain & function (OKS) following KA, although their attained post-operative OKS was lower than in non-smokers & ex-smokers. Levels of pain medication use were notably higher in both smokers & ex-smokers. As smokers achieved good clinical outcomes following KA surgery, smoking should not be a barrier to referral for or consideration of KA. However, the study does highlight particular risks a patient is taking if he/she continues to smoke when being considered for elective knee arthroplasty. This study will help the family physicians as well as patients to make an informed decision on whether to go ahead with a planned intervention whilst patient continues to be an active smoker or not. Key Words: Knee Arthroplasty, Smoking, Patient Reported Outcomes, Epidemiology, Complications


Orthopaedic Proceedings
Vol. 99-B, Issue SUPP_9 | Pages 95 - 95
1 May 2017
Gonzalez A Uçkay I Hoffmeyer P Lübbeke A
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Background. Smoking has been associated with poor tissue oxygenation and vascularisation, predisposing smokers to a higher risk for postsurgical infections. The aim of this study was to estimate and compare the incidence of prosthetic joint infection (PJI) following primary total joint arthroplasty (TJA) according to smoking status. Methods. A prospective hospital-registry based cohort was used including all primary total knee and hip arthroplasties performed between 03/1996 and 12/2013 and following them until 06/2014. Smoking status at time of surgery was classified in never, former and current smoker. Incidence rates and incidence rate ratios (IRR) for PJI according to smoking status were assessed within the first year and over the whole study period. Adjusted IRRs were obtained using cox regression model. Adjustment was performed for the following baseline characteristics: age, sex, BMI, ASA score, diabetes, arthroplasty site (knee or hip) and surgery duration. Results. We included 8,559 TJAs, 3,361 knee and 5,198 hip arthroplasties. Mean age was 70 years, 61% were women, mean follow-up time was 77 months. 5,722 were never (group 1), 1,315 former (group 2) and 1,522 current (group 3) smokers. Over the study period, 108 PJI occurred. Incidence rates of infection within one year were for group 1, 2 and 3, respectively: 4.7, 10.1 and 10.9 cases/1000 person-year. Comparing ever- vs. never-smokers, the adjusted IRR was 1.84 (95% CI 1.05–3.2). Incidence rates for infection over the whole study period were 1.5, 3.1 and 2.7 cases/1000 person-years for group 1, 2 and 3, respectively. Adjusted IRR for ever- vs. never-smokers was 1.46 (95% CI 0.97–2.19). Conclusions. Smoking was associated with an about 1.5 times higher incidence rate of PJI following TJA. The difference was established already in the first year after surgery and remained thereafter. Level of Evidence. prospective registry based comparative cohort study (level II)


Orthopaedic Proceedings
Vol. 101-B, Issue SUPP_6 | Pages 13 - 13
1 May 2019
Matharu G Mouchti S Twigg S Delmestri A Murray D Judge A Pandit H
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Introduction. Smoking, a modifiable factor, may adversely affect post-operative outcomes. Healthcare providers are increasingly denying smokers access to total hip arthroplasty (THA) until they stop smoking. Evidence supporting this is unclear. We assessed the effect of smoking on outcomes following THA. Patients and Methods. We performed a retrospective observational study involving 60,812 THAs (12.4%=smokers, 31.2%=ex-smokers, 56.4%=non-smokers) from the Clinical Practice Research Datalink. Data were linked with Hospital Episode Statistics and the Office for National Statistics to identify outcomes. The effect of smoking on post-operative outcomes (complications, medications, revision, mortality, PROMs) was assessed using adjusted regression. Results. Following THA, smokers had a significantly increased risk of lower respiratory tract infection (odds ratio (OR)=0.53; 95% CI=0.43–0.64), myocardial infarction (OR=0.41; CI=0.24–0.71), cerebrovascular disease (OR=0.54; CI=0.32–0.93), and ischaemic heart disease (OR=0.62; CI=0.43–0.91) compared with non-smokers. The risk of these complications in smokers was also significantly higher compared with ex-smokers. The risk of other complications, including DVT and wound infection, was similar between smoking groups. Compared with non-smokers (OR=0.55; CI=0.51–0.60) and ex-smokers (OR=0.85; CI=0.78–0.92), smokers had increased opioid usage at one-year post-surgery. Similar patterns were observed for weak opioids and paracetamol. One-year mortality rates were higher in smokers compared with non-smokers (hazard ratio (HR)=0.39, CI=0.30–0.50) and ex-smokers (HR=0.50, CI=0.39–0.65). Long-term revision rates were not increased in smokers. Smokers had significant improvement in PROMs compared with pre-operatively, with no clinically important difference in postoperative PROMs between smokers, non-smokers and ex-smokers. Discussion. Smoking was associated with more medical complications (namely vascular), higher analgesia usage, and increased mortality following THA. Most adverse outcomes were reduced in ex-smokers, therefore smoking cessation should be encouraged before arthroplasty. However, THA is clinically effective in smokers, who gain meaningful PROM improvement with no increased revision risk. Conclusion. Smokers should not be universally denied access to primary THA


The Journal of Bone & Joint Surgery British Volume
Vol. 91-B, Issue 12 | Pages 1575 - 1578
1 Dec 2009
Jaiswal PK Macmull S Bentley G Carrington RWJ Skinner JA Briggs TWR

Smoking is known to have an adverse effect on wound healing and musculoskeletal conditions. This case-controlled study looked at whether smoking has a deleterious effect in the outcome of autologous chondrocyte implantation for the treatment of full thickness chondral defects of the knee. The mean Modified Cincinatti Knee score was statistically significantly lower in smokers (n = 48) than in non-smokers (n = 66) both before and after surgery (p < 0.05). Smokers experienced significantly less improvement in the knee score two years after surgery (p < 0.05). Graft failures were only seen in smokers (p = 0.016). There was a strong negative correlation between the number of cigarettes smoked and the outcome following surgery (Pearson’s correlation coefficient −0.65, p = 0.004). These results suggest that patients who smoke have worse pre-operative function and obtain less benefit from this procedure than non-smokers. The counselling of patients undergoing autologous chondrocyte implantation should include smoking, not only as a general cardiopulmonary risk but also because poorer results can be expected in smokers following this procedure


The Journal of Bone & Joint Surgery British Volume
Vol. 88-B, Issue 8 | Pages 1027 - 1031
1 Aug 2006
Karim A Pandit H Murray J Wandless F Thomas NP

We sought to determine whether smoking affected the outcome of reconstruction of the anterior cruciate ligament. We analysed the results of 66 smokers (group 1 with a mean follow-up of 5.67 years (1.1 to 12.7)) and 238 non-smokers (group 2 with a mean follow-up of 6.61 years (1.2 to 11.5)), who were statistically similar in age, gender, graft type, fixation and associated meniscal and chondral pathology. The assessment was performed using the International Knee Documentation Committee form and serial cruciometer readings. Poor outcomes were reported in group 1 for the mean subjective International Knee Documentation Committee score (p < 0.001), the frequency (p = 0.005) and intensity (p = 0.005) of pain, a side-to-side difference in knee laxity (p = 0.001) and the use of a four-strand hamstring graft (p = 0.015). Patients in group 1 were also less likely to return to their original level of pre-injury sport (p = 0.003) and had an overall worse final 7 International Knee Documentation Committee grade score (p = 0.007). Despite the well-known negative effects of smoking on tissue healing, the association with an inferior outcome after reconstruction of the anterior cruciate ligament has not previously been described and should be included in the pre-operative counselling of patients undergoing the procedure


Orthopaedic Proceedings
Vol. 91-B, Issue SUPP_II | Pages 228 - 228
1 May 2009
Anderson J Drosdowech D Faber K MacDermid J
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This study evaluated the impact of smoking on the surgical outcome of rotator cuff repair controlling for age, gender, and size of tear. Two hundred and fifty patients were evaluated by a blind evaluator and by self report (SST and WORC questionnaires) at baseline and one year post-op. Types of cuff repair included arthroscopic, mini-open and open procedures. Smoking status was evaluated as a current smoker, quit, or never smoked. Smoking history was subsequently dichotomised into smoker and non-smoker. Generalised linear modeling was used to determine the impact of smoking on surgical outcome using age, gender, and tear size as covariates. The mean age of the population used was 56+/−11 years in which 70% were males and 30% females. Tear size was distributed amongst this population as small (0–1 cm {44.9%}), moderate (1–3cm {22.7%}), large (3–5cm {15.2%}) and massive (5+cm {17.2%}). All preliminary analyses indicated gender affected tear size and surgical outcomes, and was also associated with smoking status. Due to this confounding effect, males and females were separated for subsequent analysis. The SST questionnaire found smoking to have a significant negative effect on the 1-year l outcomes of males (8.5 vs. 6.1 p=0.025). A similar trend was seen with the WORC (p=0.07). No significant effects were seen for females, but the sample size was underpowered. Analysis of this population of rotator cuff repairs showed complex interrelationships may exist between gender, age, physical demands and smoking status. The existence of these confounding interrelationships may explain the mixed results seen in the literature concerning smoking and orthopedic procedures. This relatively large cohort established a negative impact of smoking on outcome, after controlling for covariates and confounders. Future research on mediators of cuff outcome should consider potential confounders. Conclusion: Smoking negatively effected surgical outcomes for males but was inconclusive for females. Sex behaved as a confounding variable that masked the smoking effects


Orthopaedic Proceedings
Vol. 99-B, Issue SUPP_16 | Pages 10 - 10
1 Oct 2017
Rothschild-Pearson B Gerard-Wilson M Cnudde P Lewis K
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Smoking is negatively implicated in healing and may increase the risk of surgical complications in orthopaedic patients. Carbon monoxide (CO) breath testing provides a rapid way of measuring recent smoking activity, but so far, to our knowledge, this has not been studied in elective orthopaedic patients. We studied whether CO-testing can be performed preoperatively in elective orthopaedic patients and whether testing accurately correlates with self-reported smoking status?. CO breath testing was performed on and a brief smoking history was obtained from 154 elective orthopaedic patients on the day of surgery. All patients admitted over 6 weeks for elective orthopaedic intervention were enrolled. 16.2% patients admitted to smoking. The mean CO levels were 15.2 ppm for self-reported smokers and 3.1 ppm for self-reporting non-smokers. One self-reporting non-smoker admitted to smoking after testing. 5 non-smoking patients had a CO breath of >=7, 1 had a CO level of >= 10 ppm. Using a cutoff of 7 ppm gave a sensitivity of 65.4% and a specificity of 96.1%, whilst a cutoff of 10 ppm gave a sensitivity of 57.6% and specificity of 99.2%. Whilst most patients are honest about smoking, CO testing can identify non-disclosing smokers undergoing elective orthopaedic procedures. Due to the high specificity, speed and cost-effectiveness, CO breath testing could be performed routinely to identify patients at risk from smoking-related complications in pre-assessment clinics. Smoking cessation services may reduce the risk of harm. CO testing on admission may demonstrate the efficacy of smoking cessation services


Orthopaedic Proceedings
Vol. 85-B, Issue SUPP_II | Pages 123 - 123
1 Feb 2003
Hashmi MA Ali A Rigby A Saleh M
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To evaluate the effects of smoking on fracture healing in a non-union population. A consecutive cohort of 104 patients with 107 non-unions managed by external fixation was reviewed. 75% were regular smokers compared to the regional average of 3 0%. 5 8 male and 20 female smokers, matched with the non-smoking group. Patients’ records and x-rays were evaluated; where information was missing patients were contacted by phone/post. Scoring was recorded from our own prospective database. The smokers underwent 2. 6 procedures per segment with a mean treatment time of 17. 43 months (4–64) compared to 1. 9 and 10. 9 (2. 5–24) respectively in non-smoking group. The total hospital stay was 66% greater in the smoking group (41. 12 vs 27. 4 days). 102 non-unions healed, including seven who required revision surgery, six of whom were smokers. In smoking group five went on to amputation and three had residual infection. The entire non-smoking group healed after primary surgery except a 70 years old lady who was converted to intramedullary nailing. The final assessment of the bony and functional results was performed by the method described by Paley and Catagni (JBJS 77A 1995). When considered in the context of regional statistics for smoking there was a trend towards non-union in smokers [P< 0. 05]. When limb reconstruction treatment was compared between the two groups despite the low number of infected cases in the smoking group, the number of surgical procedures, duration of treatment and hospital stay were all increased. Failure, revision rate and residual infection were high in the smoking groups. We conclude that smoking adversely affects both primary fracture healing and non-union treatment


The Journal of Bone & Joint Surgery British Volume
Vol. 90-B, Issue 11 | Pages 1468 - 1472
1 Nov 2008
Kim H Moon S Kim H Moon E Chun H Jung M Lee H

We reviewed 87 patients who had undergone expansive cervical laminoplasty between 1999 and 2005. These were divided into two groups: those who had diabetes mellitus and those who did not. There were 31 patients in the diabetes group and 56 in the control group. Although a significant improvement in the Japanese Orthopaedic Association score was seen in both groups, the post-operative recovery rate in the control group was better than that of the diabetic group. The patients’ age and symptom duration adversely affected the rate of recovery in the diabetic group only. Smoking did not affect the outcome in either group. A logistic regression analysis found diabetes and signal changes in the spinal cord on MRI to be significant risk factors for a poor outcome (odds ratio 2.86, 3.02, respectively). Furthermore, the interaction of diabetes with smoking and/or age increased this risk. We conclude that diabetes mellitus, or the interaction of this with old age, can adversely affect outcome after cervical laminoplasty. However, smoking alone cannot be regarded as a risk factor


Orthopaedic Proceedings
Vol. 90-B, Issue SUPP_I | Pages 22 - 22
1 Mar 2008
Wood J
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Avascular necrosis (AVN) of the immature femoral head is the final common pathway of the Legg-Calve-Perthes (LCP) disease. Since cigarette smoking has been linked to the development of vascular disease, a study was performed to see if there was any association between parental smoking and LCP disease. The biological parents of 97 children with LCP disease were questioned on their smoking habits, which were compared to a control group of parents with unaffected children. Further comparison was made with respondents from the Perthes’ Association website who completed an on-line questionnaire. Parents were classified as being smokers or non-smokers on the basis of their smoking habit pre-pregnancy, during pregnancy and at the time of diagnosis of LCP being made. There was a higher proportion of children in the LCP group who had parents who smoke (N=67/97, 69%) compared to the control group (N=14/87, 16%). Further analysis showed that the highest rate occurred when both parents smoke before pregnancy (N=37/97, 38%) followed by when only the father smoked (N=23/97, 24 %). Maternal smoking alone appeared to have the least association (N=7/97, 7 %). In the control group the non-smoking rate was 58/87 [67%]. The changes in smoking patterns with respect to the pregnancy concerned were also noted. Fisher’s Exact test was used to determine any difference between the study group and the control group. There was a significant difference between the Perthes’ SE group concerned to the controls in all respects except maternal smoking. Comparison made with data obtained from the Perthes’ association website showed no difference between the two Perthes’ groups. Conclusion: These results support an association between parental smoking and the development of disease LCP disease


Orthopaedic Proceedings
Vol. 91-B, Issue SUPP_II | Pages 211 - 211
1 May 2009
Walker N Cannon L
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Cigarette smoking is well recognised as contributing to a higher complication rate following foot surgery. The efficacy of pre-operative counselling to stop smoking has not been evaluated following foot surgery. The purpose of this study was to determine the effectiveness of pre-operative counselling prior to elective forefoot surgery. A record of smoking status was taken in all patients prior to surgery. Counselling as to the increased complication rate was undertaken by the lead surgeon at the initial outpatient visit and repeated at pre-operative assessment, with patients advised to see their GP for specific strategies and medications. Further smoking history was taken on admission and in review clinics. A telephone survey was then conducted to ascertain smoking patterns following surgery. Ninety-eight patients underwent forefoot osteotomy or fusion surgery, over an eighteen-month period, by a single surgeon. Of these, twenty-four were recorded as smokers, with follow-up, at a mean interval of twelve months, achieved in twenty-two. Sixteen stopped smoking pre-operatively, with a further four reducing their daily intake as a direct consequence of the counselling. The majority of patients were unaware of the detrimental effects of smoking following foot surgery. Only four patients re-commenced pre-operative smoking patterns following surgery implying long-term behaviour change in the remainder. One complication of a DVT was recorded in a persistent smoker. This small study has illustrated the benefit of utilizing the pre-operative clinic consultation to educate our patients of the importance of giving up smoking prior to elective surgery. Counselling has been shown to provide an incentive for smoking cessation, which has been maintained after the peri-operative period. Although forefoot fusions and arthrodeses were used to provide the figures in our study, the results are transferable to other branches of foot and ankle surgery. Correspondence should be addressed to Major M Butler RAMC, Princess Elizabeth Orthopaedic Centre, Royal Devon and Exeter Hospital, Exeter, Devon


Bone & Joint Research
Vol. 9, Issue 3 | Pages 99 - 107
1 Mar 2020
Chang C Jou I Wu T Su F Tai T

Aims. Cigarette smoking has a negative impact on the skeletal system, causes a decrease in bone mass in both young and old patients, and is considered a risk factor for the development of osteoporosis. In addition, it disturbs the bone healing process and prolongs the healing time after fractures. The mechanisms by which cigarette smoking impairs fracture healing are not fully understood. There are few studies reporting the effects of cigarette smoking on new blood vessel formation during the early stage of fracture healing. We tested the hypothesis that cigarette smoke inhalation may suppress angiogenesis and delay fracture healing. Methods. We established a custom-made chamber with airflow for rats to inhale cigarette smoke continuously, and tested our hypothesis using a femoral osteotomy model, radiograph and microCT imaging, and various biomechanical and biological tests. Results. In the smoking group, Western blot analysis and immunohistochemical staining revealed less expression of vascular endothelial growth factor (VEGF) and von Willebrand factor (vWF). The smoking group also had a lower microvessel density than the control group. Image and biochemical analysis also demonstrated delayed bone healing. Conclusion. Cigarette smoke inhalation was associated with decreased expression of angiogenic markers in the early bone healing phase and with impaired bone healing. Cite this article:Bone Joint Res. 2020;9(3):99–107


Orthopaedic Proceedings
Vol. 90-B, Issue SUPP_II | Pages 344 - 344
1 Jul 2008
Manohar S Cannon L
Full Access

Cigarette smoking prior to and following foot surgery is well recognised as resulting in a higher complication rate. The purpose of this study was to determine the effectiveness of pre-operative counselling prior to elective hallux valgus surgery. A prospective record of smoking histories was taken in all patients prior to surgery. They were counselled as to the increased complication rate and advised to stop prior to surgery and in the immediate peri-operative period. The mechanism of the increased complication rate was explained to improve their understanding to stop smoking. They were advised to see their GP for specific strategies and medications. Further smoking history was taken on admission and in review clinics. A telephone survey was then conducted to ascertain their smoking pattern following discharge from follow-up. Forty-two patients underwent hallux valgus surgery over a 12 month operating period. Ten (23%) were recorded as smokers at the time of initial consultation. Most patients (80%) were unaware of the detrimental effects of smoking following foot surgery. Patient education was effective in providing an impetus to stop or reduce smoking in 6 (60%) patients pre-operatively. One further patient subsequently desisted from smoking following surgery. Only two patients had re-commenced smoking following surgery implying a long term change of behavior. Only one complication of a DVT occurred in a patient who continued to smoke. This small study has shown the effectiveness of educating our patients in the importance of giving up smoking prior to elective foot surgery


The Journal of Bone & Joint Surgery British Volume
Vol. 79-B, Issue 2 | Pages 206 - 210
1 Mar 1997
Burge P Hoy G Regan P Milne R

We investigated the association of Dupuytren’s contracture with smoking and with alcohol by a case-control study in which 222 patients having an operation for this condition were matched for age, operation date and gender with control patients having other orthopaedic operations. Fifty of the cases were also each matched with four community controls. Data were collected by postal questionnaire. Dupuytren’s contracture needing operation was strongly associated with current cigarette smoking (adjusted odds ratio 2.8 (95% confidence interval (CI) 1.5 to 5.2)). The mean lifetime cigarette consumption was 16.7 pack-years for the cases compared with 12.0 pack-years for the controls (p = 0.016). Dupuytren’s contracture was also associated with an Alcohol Use Disorders Test score greater than 7 (adjusted odds ratio 1.9 (95% CI 1.02 to 3.57)). Mean weekly alcohol consumption was 7.3 units for cases and 5.4 units for controls (p = 0.016). The excess risk associated with alcohol did not appear to be due to a confounding effect of smoking, or vice versa. Smoking increases the risk of developing Dupuytren’s contracture and may contribute to its prevalence in alcoholics, who tend to smoke heavily


Orthopaedic Proceedings
Vol. 96-B, Issue SUPP_17 | Pages 31 - 31
1 Nov 2014
Swann A Goldberg A Cullen N Singh D
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Introduction:. Wound healing and poor bone healing are complications seen in patients who smoke and some surgeons prefer not to operate on smokers. However, self reporting of smoking by patients may be biased. This study compares self-reporting of smoking habits and cotinine levels in the urine of our patients. Method:. 77 patients admitted for an osteotomy or arthrodesis procedure between September 2013 and May 2014 agreed to participate in this study. A questionnaire was completed and a urine sample was obtained and tested for cotinine, a metabolite of nicotine, by 2 techniques: a dipstick, the COT One Step Cotinine Test, yielding a positive result when the cotinine in the urine exceeds 200 ng/mL and the Concateno laboratory assay test, providing a mean value to give a qualitative reading whereby the cut off for non-smokers is 500ng/ml. Results:. Questionnaire results showed that 12 participants were active smokers, 35 classed themselves as ex-smokers and 30 were non-smokers. A dipstick result was negative in all the non-smokers, in 31/35 (89%) of the ex-smokers and in 4/12 (25%) of the current smokers. The dipstick test was positive in 4 self-reporting ex-smokers and only 8 of the 12 current smokers. The laboratory assay gave readings from 21 to 45,657 with higher readings being from heavier smokers. It correctly gave a value < 500 for all self-reporting non-smokers but 3 of the 35 self-reporting ex-smokers had a value between 500–5000ng/ml. Conclusion:. Whilst the majority of our patients had matching self-reporting smoking status and urine cotinine levels, 10% of self-reported ex-smokers had a high level of urine cotinine due to the test limitations or reporting bias by our patients. The £1.50 COT dipstick test is a cheap and easy way to correctly confirm a non-smoker compared to the Concateno laboratory assay which costs £7 excluding portering costs


Orthopaedic Proceedings
Vol. 91-B, Issue SUPP_I | Pages 134 - 134
1 Mar 2009
cowie J Khan L Ballantyne J Brenkel I
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Aim: To study the effect of smoking on the rate of complications and functional outcome after Total Hip Replacement (THR). Methods: Data was prospectively collected for all patients undergoing a unilateral, primary THR in one hospital during the period 1998 to 2006 Data was collected at pre-operative assessment, in the peri-operative period and at 6 months, 18 months, 3 years and 5 years. Patients were placed in one of three groups; smokers, ex-smokers and those who had never smoked. Outcome measures included rate of complications: infection, DVT, PE, length of hospital stay and Harris Hip Score (HHS). Statistical analysis was undertaken to determine any correlation between smoking and these outcome measures using chi-squared tests, t-tests and multiple regression adjusting for confounding factors. Results: 1765 patients underwent THR during the study period, of whom 635 were males and 1130 females, with a mean age at operation of 69. 268 patients (15%) were smokers, 582 patients (33%) were ex-smokers and 917 patients (52%) had never smoked. As there was little data available on when the ex-smokers had stopped smoking we studied current smokers compared to patients that had never smoked. There were no significant differences in complications such as DVT, PE, Deep infection and Superficial infection, these were all rare events. Neither was there any significant difference in hospital stay times. After adjusting for pre-operative HHS, age, sex and ASA status current smokers had significantly lower HHS at 6 months (p< 0.001, 95% confidence interval for effect size 1.6 to 5.3), and also showed a lower HHS at 18 months, 3 years and 5 years although not significantly so. Conclusion: Current smokers have a significantly lower HHS post-operatively in comparison to non-smokers. In a health system where more and more patients wish to know the risk associated with potential operative interventions, we can now say that patients who smoke will have a poorer outcome post Total Hip Replacement. This may also allow us to discourage some patients wishing to have THR whom are poor operative candidates. We plan to further analysis the data to try and ascertain why this is the case


Orthopaedic Proceedings
Vol. 91-B, Issue SUPP_I | Pages 84 - 84
1 Mar 2009
Jaiswal P Park D Jagiello J Carrington R Skinner J Briggs T Bentley G
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Introduction: Smoking is associated with impaired wound healing, delayed bony union following fractures and an adverse effect on the immune system. Furthermore, smoking is an important risk factor for the development pulmonary complications following major surgical procedures, as well as wound complications. We determined whether smoking had a deleterious effect on outcome after autologous chondrocyte implantation (ACI) in the treatment of ostechondral defects of the knee. Methods: We identified 103 (54 females and 49 males) patients with a mean age of 34.2 (range 18 to 49) who had undergone ACI between January 2001 and August 2004 who also had their smoking status recorded. The patients were divided into 3 groups according to their smoking status. The Visual Analogue Score, Bentley Functional Rating Score and Modified Cincinatti Scores were used to assess function pre-operatively, 6 months and then yearly thereafter. Results: Group 1 consisted of 31 smokers (mean pack years of 13.4), group 2 consisted of 63 non-smokers and group 3 contained 9 ex-smokers. In Group 1, the Modified Cincinatti Score pre-operatively, 6 months, 1 year and 2 years following surgery were 34.1, 42.6, 43.5 and 46.7 respectively. In group 2 the scores were 47.4, 59.6, 59.1, 65.3, and in group 3 the scores were 39.8, 50, 53.3, 51.8. At the 1 year check arthroscopy, the graft failure rate in group 1 was 12% and biopsies revealed mixed hyaline and fibrocartilage in only 25% (there were no patients with hyaline cartilage). There were no graft failures in group 2 and 43.8% of the biopsies performed were either hyaline (12.5%) or mixed hyaline and fibrocartilage (31.3%). The wound complication rate was 24% in group 1 and 8% in group 2. Conclusions: The results of this study suggest that people who smoke have a worse functional outcome and a higher complication rate following chondrocyte implantation. This association has not been previously described and should be included in the pre-operative counselling of patients undergoing the procedure


Bone & Joint Research
Vol. 8, Issue 6 | Pages 255 - 265
1 Jun 2019
Hernigou J Schuind F

Objectives. The aim of this study was to review the impact of smoking tobacco on the musculoskeletal system, and on bone fractures in particular. Methods. English-language publications of human and animal studies categorizing subjects into smokers and nonsmokers were sourced from MEDLINE, The Cochrane Library, and SCOPUS. This review specifically focused on the risk, surgical treatment, and prevention of fracture complications in smokers. Results. Smokers have an increased risk of fracture and experience more complications with delayed bone healing, even if they have already stopped smoking, because some adverse effects persist for a prolonged period. Some risks can be reduced during and after surgery by local and general prevention, and smoking cessation is an important factor in lessening this risk. However, if a patient wants to stop smoking at the time of a fracture, the cessation strategies in reducing tobacco use are not easy to implement. The patient should also be warned that using e-cigarettes or other tobaccos does not appear to reduce adverse effects on health. Conclusion. The evidence reviewed in this study shows that smoking has a negative effect in terms of the risk and treatment of fractures. Cite this article: J. Hernigou, F. Schuind. Tobacco and bone fractures: A review of the facts and issues that every orthopaedic surgeon should know. Bone Joint Res 2019;8:255–265. DOI: 10.1302/2046-3758.86.BJR-2018-0344.R1


The Journal of Bone & Joint Surgery British Volume
Vol. 85-B, Issue 2 | Pages 178 - 181
1 Mar 2003
Møller AM Pedersen T Villebro N Munksgaard A

Smoking is an important risk factor for the development of postoperative pulmonary complications after major surgical procedures. We studied 811 consecutive patients who had undergone hip or knee arthroplasty, recording current smoking and drinking habits, any history of chronic disease and such intraoperative factors as the type of anaesthesia and the type and duration of surgery. We recorded any postoperative complications occurring before discharge from hospital. There were 232 smokers (28.6%) and 579 non-smokers. We found that smoking was the single most important risk factor for the development of postoperative complications, particularly those relating to wound healing, cardiopulmonary complications, and the requirement of postoperative intensive care. A delay in discharge from hospital was usual for those suffering a complication. In those patients requiring prolonged hospitalisation (> 15 days) the proportion of smokers with wound complications was twice that of non-smokers


The Bone & Joint Journal
Vol. 98-B, Issue 1 | Pages 125 - 130
1 Jan 2016
Clement ND Goudie EB Brooksbank AJ Chesser TJS Robinson CM

Aims. This study identifies early risk factors for symptomatic nonunion of displaced midshaft fractures of the clavicle that aid identification of an at risk group who may benefit from surgery. . Methods . We performed a retrospective study of 88 patients aged between 16 and 60 years that were managed non-operatively. . Results . The rate of symptomatic nonunion requiring surgery was 14% (n = 13). Smoking (odds ratio (OR) 40.76, 95% confidence intervals (CI) 1.38 to 120.30) and the six week Disabilities of the Arm Shoulder and Hand (DASH) score (OR 1.11, 95% CI 1.01 to 1.22, for each point increase) were independent predictors of nonunion. A six week DASH score of 35 or more was identified as a threshold value to predict nonunion using receiver operating characteristic curve analysis. Smoking and the threshold value in the DASH and were additive risk factors for nonunion, when neither were present the risk of nonunion was 2%, if one or the other were present the nonunion rate was between 17% to 20%, and if both were present the rate increased to 44%. Discussion. Patients with either of these risk factors, which include approximately half of all patients sustaining displaced midshaft fractures of the clavicle, are at an increased risk of developing a symptomatic non-union. Take home message: Smoking and failure of functional return at six weeks are significant predictors of nonunion of the midshaft of the clavicle. Such patients warrant further investigation as to whether they would benefit from early surgical fixation in order to avoid the morbidity of a nonunion. Cite this article: Bone Joint J 2016;98-B:125–30


Orthopaedic Proceedings
Vol. 105-B, Issue SUPP_7 | Pages 10 - 10
4 Apr 2023
Fridberg M Bue M Duedal Rölfing J Kold S Ghaffari A
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An international Consensus Group has by a Delphi approach identified the topic of host factors affecting pin site infection to be one of the top 10 priorities in external fixator management. The aim of this study was to report the frequency of studies reporting on specific host factors as a significant association with pin site infection. Host factors to be assessed was: age, smoking, BMI and any comorbidity, diabetes, in particular. The intention was an ethological review, data was extracted if feasible, however no meta-analysis was performed. A systematic literature search was performed according to the PRISMA-guidelines. The protocol was registered before data extraction in PROSPERO. The search string was based on the PICO criterias. A logic grid with key concept and index terms was made. A search string was built assisted by a librarian. The literature search was executed in three electronic bibliographic databases, including Embase MEDLINE (1111 hits) and CINAHL (2066 hits) via Ovid and Cochrane Library CENTRAL (387 hits). Inclusion criteria: external fixation, >1 pin site infection, host factor of interest, peer-reviewed journal. Exclusion criteria: Not written in English, German, Danish, Swedish, or Norwegian, animal or cadaveric studies, location on head, neck, spine, cranium or thorax, editorials or conference abstract. The screening process was done using Covidence. A total of 3564 titles found. 3162 excluded by title and abstract screening. 140 assessed for full text eligibility. 11 studies included for data extraction. The included studies all had a retrospective design. Three identified as case-control studies. Generally the included studies was assessed to have a high risk of bias. A significant associations between pin site infection for following host factors: a) increased HbA1C level in diabetic patients; b) congestive heart failure in diabetic patients; c) less co-morbidity; d) preoperative osteomyelitis was found individually. This systematic literature search identified a surprisingly low number of studies examining for risk of pin site infection and host factors. Thus, this review most of all serves to demonstrate a gap of evidence about correlation between host factors and risk of pin site infection, and further studies are warranted


Orthopaedic Proceedings
Vol. 91-B, Issue SUPP_I | Pages 137 - 137
1 Mar 2009
rajan R Pagdin J Jones S Fernandes J
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Purpose: To alert the Orthopaedic fraternity that smoking needs to be considered in the Paediatric population and highlight it’s adverse effect on bone healing index. Method: During assessment of Paediatric patients who had undergone limb reconstruction surgery, a sub-population was found to have a prolonged time to consolidation of the regenerate to norm. Screening for contributing factors, we were surprised to learn that this subgroup were active smokers. Revisiting their radiographs, it was felt that the quality of the regenerate appeared to differ from non-smokers. Results: We identified 12 patients who were active smokers. 2 also had parents who smoked. They all exhibited a prolonged time to regenerate consolidation. We calculated their bone healing indices to compare with non smokers and found significant differences. Conclusion: Smoking has adverse effects on bone healing in children as well as adults. We have drawn up an advise sheet to make patients and their parents aware of the adverse effects of active and passive smoking on bone healing


Orthopaedic Proceedings
Vol. 93-B, Issue SUPP_IV | Pages 492 - 492
1 Nov 2011
Webster BI Hindmarsh Ampat G
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Introduction: A survey was conducted among the personnel of Southport and Ormskirk Hospitals NHS Trust to determine the prevalence of spinal pain and the factors that could be related. Materials and Methods: 200 questionnaires were distributed. Participation was voluntary. Details of sex, age, weight, smoking habits, previous accidents, compensation claims, details of work place, personal habits and presence of pain in the Neck, Thoracic spine, Lower Back and limbs were collected. Results: Completed data was available only from 122 respondents (61%) who comprised of 16 HCAs, 42 Nurses, 5 OTs, 39 Physiotherapists 15 Theatre Practitioners and 5 others. The average age was 39.5 years. 92 (75.4%) had pain in at least one spinal region. 30 (24.6%) had no spinal pain. 35 (28.7%) had pain in the all the three regions of the spine. 83 of the respondents had Lower back followed by 53 having neck pain. 51 had of mid back pain. 15 of the 39 physiotherapists (38.5%) reported that they had no pain in any region of the spine. This contrasted with the Occupational Therapists in whom none of the 5 (0%) reported a pain free spine. There was no correlation between pain and Age, Sex or Weight. Twenty (16.4%) respondents smoked and the average spinal pain among smokers was 8.45 whilst that of non smokers was 5.03. (p< 0.05). Conclusions: Among the groups tested the physiotherapists seemed to have healthy backs. Our results from a small survey show a clear correlation between smoking and back pain. These results seem to suggest that health promotion to decrease back pain should promote quitting smoking. Conflicts of Interest: None. Source of Funding: None


Orthopaedic Proceedings
Vol. 88-B, Issue SUPP_II | Pages 247 - 247
1 May 2006
Malik M Gray J Kay P
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Introduction: Non-steroidal anti-inflammatory drugs (NSAIDs) are inhibitors of cyclooxygenase activity and are potential therapeutic agents in the prevention of aseptic loosening. Cigarette smoking is a risk factor for decreased proximal femur bone density. We investigated whether the clinical variables of NSAID usage and cigarette smoking are possibly linked to aseptic loosening around total hip arthroplasty (THA). Methods: Retrospective review of records and radiographs of all patients attending for follow-up between August 2002 and 2003 who had undergone THA. Age, gender, primary and revision surgery details, radiographic parameters as detailed above, smoking history and NSAID usage history were recorded. Logistic regression analysis was used to determine the presence of associations. Results: 224 patients were recruited to the study: 143 to the control group with a mean time of THR survival of 14.6 years and 81 to the aseptic group with a mean time to THR failure of 5.1 years. 130 patients had never smoked, 69 were ex-smokers and 25 were smokers (average of 15.5 cigarettes/day). 13.6% of patients in the study group were smokers and 10.5% in the control group. The average duration of NSAID usage pre-operatively was 3.4 years and post-operatively was 4.4 years. Using the logistic regression model, amount of cigarettes smoked, years as a non-smoker and length of usage of NSAID were not found to be associated with aseptic loosening. Discussion and conclusions: We found no such statistically significant relationship with regards to smoking habit or NSAID usage as either protective or risk factors


Orthopaedic Proceedings
Vol. 90-B, Issue SUPP_III | Pages 515 - 515
1 Aug 2008
Beyth S Daskal A Khoury A Mosheiff R Liebergall M
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Introduction: Cigarette smoking is associated with musculoskeletal degenerative disorders and increased risk of fracture delayed- and non-union. A lower-than-average concentration of mesenchymal stem cells may be the reason for the reduced regenerative potential. The aim of this study was to compare the concentration of bone marrow MSC of smokers and non-smokers. Methods: As part of a larger IRB approved clinical trial, 20ml bone marrow samples were processed and MSC were isolated. FACS analysis was used both to assess the purity of the separation process and to evaluate the number of MSC recovered from each sample. Differences in continuous outcomes between smoking and non-smoking groups were assessed by two tailed t test and difference between categorical outcomes was measured by chi square test. Results: Twenty six subjects participated in the study. Thirteen were smokers and thirteen were non-smokers. Groups were not significantly different with regard to age and gender. The average concentration of MSC was 352.04x10. 3. /ml for non smokers and 131.23x10. 3. /ml for smokers (SD’s were 245.72 x10. 3. /ml and 161.54 x10. 3. / ml respectively. The difference between the smokers and nonsmokers was significant (t=3.2 p=0.004). Discussion: The present study indicates that cigarette smokers have lower-than-average concentration of MSC in their bone marrow. Since MSC are a key element in every regenerative process of the musculoskeletal system, our findings may contribute to understanding and prevention of delayed and non-union. Further investigation is undertaken to address the issue of bone marrow recovery after smoking cessation


Orthopaedic Proceedings
Vol. 85-B, Issue SUPP_II | Pages 120 - 120
1 Feb 2003
Wade RH Moorcroft CI Ogrodnik P Verborg S Thomas PBM
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A study was undertaken of externally fixed tibial fractures in which a fracture stiffness of greater than 15Nm/° was used to define when the frame was removed were included 37 patients were studied; 20 (54%) non-smokers and 17 (46%) smokers. The two groups were comparable (ANOVA p=0. 35) for other factors. Mean healing times in the non-smokers was 15. 5 weeks and in smokers was 21. 2 weeks (t-test p=0. 05). We encourage all patients with tibial fractures to stop smoking by quoting an increase of treatment time of six weeks


Orthopaedic Proceedings
Vol. 93-B, Issue SUPP_I | Pages 13 - 13
1 Jan 2011
Balain B Ennis O Kanes G Roberts S Rees D
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The details of 320 consecutive patients undergoing knee microfracture, with a minimum follow up of 6 months, were taken from the Sports Injury Database at the Robert Jones and Agnes Hunt Orthopaedic Hospital, Oswestry. All had same phsyiotherapy regime post operatively. Two rounds of postal questionnaires were administered to assess patient satisfaction along with Lysholm, Tegner, VAS for pain and a modified IKDC scores. 196 patients responded (61.25%). The mean age of our patients was 40.64 years and the mean follow up 37.02 months (range 6–78 months). There were 35 smokers and 161 non-smokers. 64 patients had surgery in the medial compartment, 35 in lateral, 50 in patella-femoral and 47 belonged to the combined category. 93 patients had other surgeries (partial meniscectomies, ACL reconstruction etc) along with microfracture(47.45%). Seventy two percent of patients were satisfied with their outcome and 18.95% weren’t. 51.43% of smokers were satisfied with their outcome and 76.88% of non smokers (p=0.021). Patients more than 50 years of age were less satisfied (p=0.023) than younger patients. Having concomitant knee surgery, including ACL reconstruction, made no difference to patient satisfaction or functional scores. The location of the lesion in the knee did not affect patient satisfaction. However, all five post op score levels were statistically different among them. The Lysholm post op scores were significantly better in lateral and PFJ compartments than medial. Lateral and combined groups were significantly better than medial for Tegner post op scores. Lateral and PFJ groups were significantly better than medial for VAS and modified IKDC scores. Smoking and age significantly affect patient satisfaction after knee microfracture. Having concomitant knee surgeries doesn’t make a difference to either satisfaction or functional outcome. Our results suggest that the medial compartment doesn’t do as well in functional scores as previously thought


Bone & Joint Research
Vol. 10, Issue 3 | Pages 188 - 191
1 Mar 2021
Nicholson T Scott A Newton Ede M Jones SW


Orthopaedic Proceedings
Vol. 91-B, Issue SUPP_I | Pages 79 - 79
1 Mar 2009
Vashista G Rashid N Khan M
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Opinions is divided among surgeons whether to operatively fix displaced calcaneal fractures in elderly patients and heavy smokers. In a long term follow-up of operatively treated calcaneal fractures, we considered several factors that could affect outcomes and complication rates. Method: 59 calcaneal fractures in 54 patients that underwent operative fixation for displaced intra-articular fractures from April 1995 to January 2006 were reviewed. There were 18 Tongue type and 41 Joint depression fractures on X-rays. Of 38 available CT scans, 25 were Sanders Type II and 13 were Types III and IV fractures. Average interval to surgery was 6 days. Postoperative mobilisation regime was passive range of motion immediately following surgery with non weight bearing for 6 weeks. Weight bearing was started at 6–8 weeks. On follow-up, patients were assessed with clinical and radiological exam, completed Short Form-36 (SF-36), the American Orthopaedic Foot and Ankle Society (AOFAS) ankle-hind foot scale and Visual Analogue Scale (VAS) scores. Results: The duration of follow-up was between 6 months to 11.2 years (6.4 years). The pre and post operative Bohler angles were 8° ± 11° and 29° ± 6° respectively. There was significant limitation of subtalar movement on the operated side irrespective of the presence of arthritis. The average AOFAS, SF-36 and VAS scores were 79, 58 and 3 respectively. Good results were associated with age < 50 years, ASA grade I, pre-op Bohler angle of < 5° and Sanders < IIC. 89% of patients returned to their previous level of activity after an average of 6.5 months. Smoking was not associated with early or late complication rates and did not affect outcome. Conclusions: We think that advanced age and smoking are not contraindications for operative fixation of displaced calcaneal fractures


The Bone & Joint Journal
Vol. 99-B, Issue 2 | Pages 225 - 230
1 Feb 2017
Olsen LL Møller AM Brorson S Hasselager RB Sort R

Aims. Lifestyle risk factors are thought to increase the risk of infection after acute orthopaedic surgery but the evidence is scarce. We aimed to investigate whether smoking, obesity and alcohol overuse are risk factors for the development of infections after surgery for a fracture of the ankle. Patients and Methods. We retrospectively reviewed all patients who underwent internal fixation of a fracture of the ankle between 2008 and 2013. The primary outcome was the rate of deep infection and the secondary outcome was any surgical site infection (SSI). Associations with the risk factors and possible confounding variables were analysed univariably and multivariably with backwards elimination. Results. A total of 1043 patients were included; 64 (6.1%) had a deep infection and 146 (14.0%) had SSI. Obesity was strongly associated with both outcomes (odds ratio (OR) 2.21, p = 0.017 and OR 1.68, p = 0.032) in all analyses. Alcohol overuse was similarly associated, though significant only in unadjusted analyses. Surprisingly, smoking did not yield statistically significant associations with infections. Conclusion. These findings suggest that obesity and possibly alcohol overuse are independent risk factors for the development of infection following surgery for a fracture of the ankle. This large study brings new evidence concerning these common risk factors; although prospective studies are needed to confirm causality. Cite this article: Bone Joint J 2017;99-B:225–30


Bone & Joint Research
Vol. 8, Issue 7 | Pages 304 - 312
1 Jul 2019
Nicholson JA Tsang STJ MacGillivray TJ Perks F Simpson AHRW

Objectives

The aim of this study was to review the current evidence and future application for the role of diagnostic and therapeutic ultrasound in fracture management.

Methods

A review of relevant literature was undertaken, including articles indexed in PubMed with keywords “ultrasound” or “sonography” combined with “diagnosis”, “fracture healing”, “impaired fracture healing”, “nonunion”, “microbiology”, and “fracture-related infection”.


Bone & Joint 360
Vol. 13, Issue 2 | Pages 26 - 29
1 Apr 2024

The April 2024 Wrist & Hand Roundup. 360. looks at: Lunocapitate versus four-corner fusion in scapholunate or scaphoid nonunion advanced collapse: a randomized controlled trial; Postoperative scaphoid alignment, smoking, and avascular necrosis determine outcomes; Grip strength signals broader health concerns in females with distal radius fractures; Clearing the smoke: how smoking status influences recovery from open carpal tunnel release surgery; Age matters: assessing the likelihood of corrective surgery after distal radius fractures; Is pronator quadratus muscle repair required after anterior plate fixation for distal radius fractures?; Efficacy of total wrist arthroplasty: a comparative analysis of inflammatory and non-inflammatory arthritis outcomes; A comprehensive review of the one-bone forearm as a salvage technique


The Bone & Joint Journal
Vol. 104-B, Issue 4 | Pages 444 - 451
1 Apr 2022
Laende EK Mills Flemming J Astephen Wilson JL Cantoni E Dunbar MJ

Aims. Thresholds of acceptable early migration of the components in total knee arthroplasty (TKA) have traditionally ignored the effects of patient and implant factors that may influence migration. The aim of this study was to determine which of these factors are associated with overall longitudinal migration of well-fixed tibial components following TKA. Methods. Radiostereometric analysis (RSA) data over a two-year period were available for 419 successful primary TKAs (267 cemented and 152 uncemented in 257 female and 162 male patients). Longitudinal analysis of data using marginal models was performed to examine the associations of patient factors (age, sex, BMI, smoking status) and implant factors (cemented or uncemented, the size of the implant) with maximum total point motion (MTPM) migration. Analyses were also performed on subgroups based on sex and fixation. Results. In the overall group, only fixation was significantly associated with migration (p < 0.001). For uncemented tibial components in males, smoking was significantly associated with lower migration (p = 0.030) and BMI approached significance (p = 0.061). For females with uncemented components, smoking (p = 0.081) and age (p = 0.063) approached significance and were both associated with increased migration. The small number of self-reported smokers in this study warrants cautious interpretation and further investigation. For cemented components in females, larger sizes of tibial component were significantly associated with increased migration (p = 0.004). No factors were significant for cemented components in males. Conclusion. The migration of uncemented tibial components was more sensitive to patient factors than cemented implants. These differences were not consistent by sex, suggesting that it may be of value to evaluate female and male patients separately following TKA. Cite this article: Bone Joint J 2022;104-B(4):444–451


Bone & Joint Research
Vol. 12, Issue 9 | Pages 601 - 614
21 Sep 2023
Gu P Pu B Liu T Yue D Xin Q Li H Yang B Ke D Zheng X Zeng Z Zhang Z

Aims. Mendelian randomization (MR) is considered to overcome the bias of observational studies, but there is no current meta-analysis of MR studies on rheumatoid arthritis (RA). The purpose of this study was to summarize the relationship between potential pathogenic factors and RA risk based on existing MR studies. Methods. PubMed, Web of Science, and Embase were searched for MR studies on influencing factors in relation to RA up to October 2022. Meta-analyses of MR studies assessing correlations between various potential pathogenic factors and RA were conducted. Random-effect and fixed-effect models were used to synthesize the odds ratios of various pathogenic factors and RA. The quality of the study was assessed using the Strengthening the Reporting of Observational Studies in Epidemiology using Mendelian Randomization (STROBE-MR) guidelines. Results. A total of 517 potentially relevant articles were screened, 35 studies were included in the systematic review, and 19 studies were eligible to be included in the meta-analysis. Pooled estimates of 19 included studies (causality between 15 different risk factors and RA) revealed that obesity, smoking, coffee intake, lower education attainment, and Graves’ disease (GD) were related to the increased risk of RA. In contrast, the causality contribution from serum mineral levels (calcium, iron, copper, zinc, magnesium, selenium), alcohol intake, and chronic periodontitis to RA is not significant. Conclusion. Obesity, smoking, education attainment, and GD have real causal effects on the occurrence and development of RA. These results may provide insights into the genetic susceptibility and potential biological pathways of RA. Cite this article: Bone Joint Res 2023;12(9):601–614


The Bone & Joint Journal
Vol. 106-B, Issue 5 | Pages 492 - 500
1 May 2024
Miwa S Yamamoto N Hayashi K Takeuchi A Igarashi K Tada K Taniguchi Y Morinaga S Asano Y Tsuchiya H

Aims. Surgical site infection (SSI) after soft-tissue sarcoma (STS) resection is a serious complication. The purpose of this retrospective study was to investigate the risk factors for SSI after STS resection, and to develop a nomogram that allows patient-specific risk assessment. Methods. A total of 547 patients with STS who underwent tumour resection between 2005 and 2021 were divided into a development cohort and a validation cohort. In the development cohort of 402 patients, the least absolute shrinkage and selection operator (LASSO) regression model was used to screen possible risk factors of SSI. To select risk factors and construct the prediction nomogram, multivariate logistic regression was used. The predictive power of the nomogram was evaluated by receiver operating curve (ROC) analysis in the validation cohort of 145 patients. Results. LASSO regression analysis selected possible risk factors for SSI, including age, diabetes, operating time, skin graft or flap, resected tumour size, smoking, and radiation therapy. Multivariate analysis revealed that age, diabetes, smoking during the previous year, operating time, and radiation therapy were independent risk factors for SSI. A nomogram was developed based on the results of multivariate logistic regression analysis. In the development cohort, the incidence of SSI was 4.5% in the low-risk group (risk score < 6.89) and 26.6% in the high-risk group (risk score ≥ 6.89; p < 0.001). In the validation cohort, the incidence of SSI was 2.0% in the low-risk group and 15.9% in the high-risk group (p = 0.004). Conclusion. Our nomogram will enable surgeons to assess the risk of SSI in patients with STS. In patients with high risk of SSI, frequent monitoring and aggressive interventions should be considered to prevent this. Cite this article: Bone Joint J 2024;106-B(5):492–500


Orthopaedic Proceedings
Vol. 103-B, Issue SUPP_13 | Pages 4 - 4
1 Nov 2021
Tarantino U
Full Access

Cigarette smoking has a negative impact on the skeletal system by reducing bone mass and increasing the risk of fractures through its direct or indirect effects on bone remodeling. Recent evidence shows that smoking causes an imbalance in bone turnover, making bone vulnerable to osteoporosis and fragility fractures. In addition, cigarette smoking is known to have deleterious effects on fracture healing, as a positive correlation has been shown between the daily number of cigarettes smoked and years of exposure to smoking, although the underlying mechanisms are not fully understood. Smoking is also known to cause several medical and surgical complications responsible for longer hospital stays and a consequent increase in resource consumption. Smoking cessation is, therefore, highly advisable to prevent the onset of metabolic bone disease. However, some of the consequences appear to continue for decades. Based on this evidence, the aim of our work was to assess the impact of smoking on the skeletal system, particularly bone fractures, and to identify the pathophysiological mechanisms responsible for the impairment of fracture healing. Because smoking represents a major public health problem, understanding the association between cigarette smoking and the occurrence of bone disease is necessary in order to identify potential new targets for intervention


Bone & Joint Research
Vol. 12, Issue 8 | Pages 467 - 475
2 Aug 2023
Wu H Sun D Wang S Jia C Shen J Wang X Hou C Xie Z Luo F

Aims. This study was designed to characterize the recurrence incidence and risk factors of antibiotic-loaded cement spacer (ALCS) for definitive bone defect treatment in limb osteomyelitis. Methods. We included adult patients with limb osteomyelitis who received debridement and ALCS insertion into the bone defect as definitive management between 2013 and 2020 in our clinical centre. The follow-up time was at least two years. Data on patients’ demographics, clinical characteristics, and infection recurrence were retrospectively collected and analyzed. Results. In total, 314 patients with a mean age of 52.1 years (SD 12.1) were enrolled. After a mean of 50 months’ (24 to 96) follow-up, 53 (16.9%) patients had infection recurrence including 32 tibiae, ten femora, ten calcanea, and one humerus. Of all patients with recurrence, 30 (9.6%) occurred within one year and 39 (12.4%) within two years. Among them, 41 patients needed reoperation, five received antibiotics treatment only, and seven ultimately required amputations. Following multivariable analysis, we found that patients infected with Gram-negative bacilli were more likely to have a recurrence (odds ratio (OR) 2.38, 95% confidence interval (CI) 1.20 to 6.94; p = 0.046) compared to Staphylococcus aureus; segmental bone defects (OR 5.25, 95% CI 1.80 to 15.26; p = 0.002) and smoking (OR 3.00, 95% CI 1.39 to 6.50; p = 0.005) were also independent risk factors for recurrence after treatment. Conclusion. Permanent ALCS might be an alternative strategy for definitive bone defect management in selected osteomyelitis cases. However, the overall high recurrence found suggests that it should be cautiously treated. Additionally, segmental defects, Gram-negative infections, and smoking were associated with an increased risk of infection recurrence. Cite this article: Bone Joint Res 2023;12(8):467–475


Orthopaedic Proceedings
Vol. 105-B, Issue SUPP_17 | Pages 46 - 46
24 Nov 2023
Fowler M Nocon A Chiu Y Tam K Carli A
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Aim. Prosthetic joint infection (PJI) is a devastating and costly complication of total joint arthroplasty (TJA). Use of extended oral antibiotic prophylaxis (EOAP) has become increasingly popular in the United States following a highly publicized study (Inabathula et al) from a single center demonstrating a significant protective effect (81% reduction) against PJI in ‘high-risk’ patients. However, these results have not been reproduced elsewhere and EOAP use directly conflicts with current antibiotic stewardship efforts. In order to study the role of EOAP in PJI prevention, consensus is needed for what defines ‘high-risk’ patients. The revision TJA (rTJA) population is an appropriate group to study due to having a higher incidence of PJI. The purpose of the current study was to rigorously determine which preoperative conditions described by Inabathula et al. (referred to as Inabathula criteria (IBC)) confer a higher rate of PJI in patients undergoing aseptic rTJA. Method. 2,256 patients that underwent aseptic rTJA at a single high-volume institution between 2016–2022 were retrospectively reviewed. Patient demographics and comorbidities were recorded to determine if they had 1 or more ‘IBC’, a long list of preoperative conditions including autoimmune diseases, active smoking, body mass index (BMI)>35, diabetes mellitus, and chronic kidney disease (CKD). Reoperation for PJI at 90-days and 1-year was recorded. Chi-squared or Fischer's exact tests were calculated to determine the association between preoperative presence/absence of IBC and PJI. Multivariable logistic regressions were conducted to determine if specific comorbidities within the IBC individually conferred an increased PJI risk. Results. 1223 patients (54.2%) had at least one IBC condition. IBC-positive patients were more likely to be female, have an increased ASA score, and higher BMI. IBC-positive patients had a significant increase in PJI risk at both 90-days (relative risk (RR)=2.32, p<0.0001) and 1-year (RR=2.14, p=0.002) versus IBC-negative patients. Within IBC-positive patients, every additional IBC condition conferred a 1.8× odds increase for 90-day PJI (p<0.0001), and 1.76× odds increase in 1-year PJI (p<0.0001). Multivariable logistic regression identified active smoking, BMI>35, CKD, and diabetes mellitus as being independently associated with PJI development (p<0.05). Conclusions. Over half of rTJA patients meet IBC and could be eligible to receive EOAP in the United States. However, the specific presence of active smoking, BMI>35, CKD, and diabetes mellitus appear to be responsible for the increased risk of PJI. Prospective studies investigating EOAP use for patients with these specific conditions are urgently needed to prevent unnecessary antibiotic use


Bone & Joint 360
Vol. 13, Issue 3 | Pages 37 - 40
3 Jun 2024

The June 2024 Trauma Roundup. 360. looks at: Skin antisepsis before surgical fixation of limb fractures; Comparative analysis of intramedullary nail versus plate fixation for fibula fracture in supination external rotation type IV ankle injury; Early weightbearing versus late weightbearing after intramedullary nailing for distal femoral fracture (AO/OTA 33) in elderly patients: a multicentre propensity-matched study; Long-term outcomes with spinal versus general anaesthesia for hip fracture surgery; Operative versus nonoperative management of unstable medial malleolus fractures: a randomized clinical trial; Impact of smoking status on fracture-related infection characteristics and outcomes; Reassessing empirical antimicrobial choices in fracture-related infections; Development and validation of the Nottingham Trauma Frailty Index (NTFI) for older trauma patients


Orthopaedic Proceedings
Vol. 105-B, Issue SUPP_2 | Pages 48 - 48
10 Feb 2023
Wall C de Steiger R Mulford J Lewis P Campbell D
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There is growing interest in the peri-operative management of patients with indications for hip and knee arthroplasty in the setting of modifiable risk factors such as morbid obesity, type 2 diabetes mellitus, and smoking. A recent survey of the American Association of Hip and Knee Surgeons (AAHKS) found that 95% of respondents address modifiable risk factors prior to surgery. The aim of this study was to poll Australian arthroplasty surgeons regarding their approach to patients with modifiable risk factors. The survey tool used in the AAHKS study was adapted for use in the Australian context and distributed to the membership of the Arthroplasty Society of Australia via Survey Monkey. Seventy-seven survey responses were received, representing a response rate of 64%. The majority of respondents were experienced, high volume arthroplasty surgeons. Overall, 91% of respondents restricted access to arthroplasty for patients with modifiable risk factors. Seventy-two percent of surgeons restricted access for excessive body mass index, 85% for poor diabetic control, and 46% for smoking. Most respondents made decisions based on personal experience or literature review rather than hospital or departmental pressures. Despite differences in healthcare systems, our findings were similar to those of the AAHKS survey, although their responses were more restrictive in all domains. Differences were noted in responses concerning financial considerations for potentially underprivileged populations. The survey is currently being administered by arthroplasty societies in six other countries, allowing comparison of orthopaedic practice across different healthcare systems around the world. In conclusion, over 90% of Australian arthroplasty surgeons who responded to the survey address modifiable risk factors prior to surgery


Bone & Joint Open
Vol. 4, Issue 8 | Pages 584 - 593
15 Aug 2023
Sainio H Rämö L Reito A Silvasti-Lundell M Lindahl J

Aims. Several previously identified patient-, injury-, and treatment-related factors are associated with the development of nonunion in distal femur fractures. However, the predictive value of these factors is not well defined. We aimed to assess the predictive ability of previously identified risk factors in the development of nonunion leading to secondary surgery in distal femur fractures. Methods. We conducted a retrospective cohort study of adult patients with traumatic distal femur fracture treated with lateral locking plate between 2009 and 2018. The patients who underwent secondary surgery due to fracture healing problem or plate failure were considered having nonunion. Background knowledge of risk factors of distal femur fracture nonunion based on previous literature was used to form an initial set of variables. A logistic regression model was used with previously identified patient- and injury-related variables (age, sex, BMI, diabetes, smoking, periprosthetic fracture, open fracture, trauma energy, fracture zone length, fracture comminution, medial side comminution) in the first analysis and with treatment-related variables (different surgeon-controlled factors, e.g. plate length, screw placement, and proximal fixation) in the second analysis to predict the nonunion leading to secondary surgery in distal femur fractures. Results. We were able to include 299 fractures in 291 patients. Altogether, 31/299 fractures (10%) developed nonunion. In the first analysis, pseudo-R. 2. was 0.27 and area under the receiver operating characteristic curve (AUC) was 0.81. BMI was the most important variable in the prediction. In the second analysis, pseudo-R. 2. was 0.06 and AUC was 0.67. Plate length was the most important variable in the prediction. Conclusion. The model including patient- and injury-related factors had moderate fit and predictive ability in the prediction of distal femur fracture nonunion leading to secondary surgery. BMI was the most important variable in prediction of nonunion. Surgeon-controlled factors had a minor role in prediction of nonunion. Cite this article: Bone Jt Open 2023;4(8):584–593


Bone & Joint Open
Vol. 4, Issue 6 | Pages 399 - 407
1 Jun 2023
Yeramosu T Ahmad W Satpathy J Farrar JM Golladay GJ Patel NK

Aims. To identify variables independently associated with same-day discharge (SDD) of patients following revision total knee arthroplasty (rTKA) and to develop machine learning algorithms to predict suitable candidates for outpatient rTKA. Methods. Data were obtained from the American College of Surgeons National Quality Improvement Programme (ACS-NSQIP) database from the years 2018 to 2020. Patients with elective, unilateral rTKA procedures and a total hospital length of stay between zero and four days were included. Demographic, preoperative, and intraoperative variables were analyzed. A multivariable logistic regression (MLR) model and various machine learning techniques were compared using area under the curve (AUC), calibration, and decision curve analysis. Important and significant variables were identified from the models. Results. Of the 5,600 patients included in this study, 342 (6.1%) underwent SDD. The random forest (RF) model performed the best overall, with an internally validated AUC of 0.810. The ten crucial factors favoring SDD in the RF model include operating time, anaesthesia type, age, BMI, American Society of Anesthesiologists grade, race, history of diabetes, rTKA type, sex, and smoking status. Eight of these variables were also found to be significant in the MLR model. Conclusion. The RF model displayed excellent accuracy and identified clinically important variables for determining candidates for SDD following rTKA. Machine learning techniques such as RF will allow clinicians to accurately risk-stratify their patients preoperatively, in order to optimize resources and improve patient outcomes. Cite this article: Bone Jt Open 2023;4(6):399–407


The Bone & Joint Journal
Vol. 106-B, Issue 6 | Pages 613 - 622
1 Jun 2024
Shen J Wei Z Wu H Wang X Wang S Wang G Luo F Xie Z

Aims. The aim of the present study was to assess the outcomes of the induced membrane technique (IMT) for the management of infected segmental bone defects, and to analyze predictive factors associated with unfavourable outcomes. Methods. Between May 2012 and December 2020, 203 patients with infected segmental bone defects treated with the IMT were enrolled. The digital medical records of these patients were retrospectively analyzed. Factors associated with unfavourable outcomes were identified through logistic regression analysis. Results. Among the 203 enrolled patients, infection recurred in 27 patients (13.3%) after bone grafting. The union rate was 75.9% (154 patients) after second-stage surgery without additional procedures, and final union was achieved in 173 patients (85.2%) after second-stage surgery with or without additional procedures. The mean healing time was 9.3 months (3 to 37). Multivariate logistic regression analysis of 203 patients showed that the number (≥ two) of debridements (first stage) was an independent risk factor for infection recurrence and nonunion. Larger defect sizes were associated with higher odds of nonunion. After excluding 27 patients with infection recurrence, multivariate analysis of the remaining 176 patients suggested that intramedullary nail plus plate internal fixation, smoking, and an allograft-to-autograft ratio exceeding 1:3 adversely affected healing time. Conclusion. The IMT is an effective method to achieve infection eradication and union in the management of infected segmental bone defects. Our study identified several risk factors associated with unfavourable outcomes. Some of these factors are modifiable, and the risk of adverse outcomes can be reduced by adopting targeted interventions or strategies. Surgeons can fully inform patients with non-modifiable risk factors preoperatively, and may even use other methods for bone defect reconstruction. Cite this article: Bone Joint J 2024;106-B(6):613–622