Failure of irrigation and debridement (I&D) for prosthetic joint infection (PJI) is influenced by numerous host, surgical, and pathogen-related factors. We aimed to develop and validate a practical, easy-to-use tool based on machine learning that may accurately predict outcome following I&D surgery taking into account the influence of numerous factors. This was an international, multicentre retrospective study of 1,174 revision total hip (THA) and knee arthroplasties (TKA) undergoing I&D for PJI between January 2005 and December 2017. PJI was defined using the Musculoskeletal Infection Society (MSIS) criteria. A total of 52 variables including demographics, comorbidities, and clinical and laboratory findings were evaluated using random forest machine learning analysis. The algorithm was then verified through cross-validation.Aims
Methods
The World Health Organization (WHO) and the Centre
for Disease Control and Prevention (CDC) recently published guidelines
for the prevention of surgical site infection. The WHO guidelines,
if implemented worldwide, could have an immense impact on our practices
and those of the CDC have implications for healthcare policy in
the United States. Our aim was to review the strategies for prevention of periprosthetic
joint infection in light of these and other recent guidelines. Cite this article:
We aimed to assess the influence of ethnicity on the incidence
of heterotopic ossification (HO) after total hip arthroplasty (THA). We studied the six-month post-operative anteroposterior radiographs
of 1449 consecutive primary THAs (1324 patients) and retrospectively
graded them for the presence of HO, using the Brooker Classification. Aims
Patients and Methods
We hypothesised that the use of tantalum (Ta)
acetabular components in revision total hip arthroplasty (THA) was protective
against subsequent failure due to infection. We identified 966 patients
(421 men, 545 women and 990 hips) who had undergone revision THA
between 2000 and 2013. The mean follow up was 40.2 months (3 months
to 13.1 years). The mean age of the men and women was 62.3 years
(31 to 90) and 65.1 years (25 to 92), respectively. Titanium (Ti) acetabular components were used in 536 hips while
Ta components were used in 454 hips. In total, 73 (7.3%) hips experienced
subsequent acetabular failure. The incidence of failure was lower
in the Ta group at 4.4% (20/454) compared with 9.9% (53/536) in
the Ti group (p <
0.001, odds ratio 2.38; 95% CI 1.37 to 4.27).
Among the 144 hips (64 Ta, 80 Ti) for which revision had been performed
because of infection, failure due to a subsequent infection was
lower in the Ta group at 3.1% (2/64) compared with 17.5% (14/80)
for the Ti group (p = 0.006). Thus, the use of Ta acetabular components during revision THA
was associated with a lower incidence of failure from all causes
and Ta components were associated with a lower incidence of subsequent
infection when used in patients with periprosthetic joint infection. Cite this article:
Louis Pasteur once said that: “Fortune favours
the prepared mind.” As one of the great scientists who contributed
to the fight against infection, he emphasised the importance of
being prepared at all times to recognise infection and deal with
it. Despite the many scientific discoveries and technological advances,
such as the advent of antibiotics and the use of sterile techniques,
infection continues to be a problem that haunts orthopaedic surgeons
and inflicts suffering on patients. The medical community has implemented many practices with the
intention of preventing infection and treating it effectively when
it occurs. Although high-level evidence may support some of these
practices, many are based on little to no scientific foundation.
Thus, around the world, there is great variation in practices for
the prevention and management of periprosthetic joint infection. This paper summaries the instigation, conduct and findings of
a recent International Consensus Meeting on Surgical Site and Periprosthetic
Joint Infection. Cite this article:
Orthopaedic surgeons have accepted various radiological
signs to be representative of acetabular retroversion, which is
the main characteristic of focal over-coverage in patients with
femoroacetabular impingement (FAI). Using a validated method for
radiological analysis, we assessed the relevance of these signs
to predict intra-articular lesions in 93 patients undergoing surgery
for FAI. A logistic regression model to predict chondral damage
showed that an acetabular retroversion index (ARI) >
20%, a derivative
of the well-known cross-over sign, was an independent predictor
(p = 0.036). However, ARI was less significant than the Tönnis classification
(p = 0.019) and age (p = 0.031) in the same model. ARI was unable
to discriminate between grades of chondral lesions, while the type
of cam lesion (p = 0.004) and age (p = 0.047) were able to. Other
widely recognised signs of acetabular retroversion, such as the
ischial spine sign, the posterior wall sign or the cross-over sign
were irrelevant according to our analysis. Regardless of its secondary
predictive role, an ARI >
20% appears to be the most clinically
relevant radiological sign of acetabular retroversion in symptomatic
patients with FAI. Cite this article:
Periprosthetic joint infection (PJI) is a devastating
complication which can follow a total joint arthroplasty (TJA).
Although rare, this ongoing threat undermines the success of TJA,
a historically reputable procedure. It has haunted the orthopedic
community for decades and several ongoing studies have provided
insights and new approaches to effectively battle this multilayered
problem.
