This study used an artificial neural network (ANN) model to determine the most important pre- and perioperative variables to predict same-day discharge in patients undergoing total knee arthroplasty (TKA). Data for this study were collected from the National Surgery Quality Improvement Program (NSQIP) database from the year 2018. Patients who received a primary, elective, unilateral TKA with a diagnosis of primary osteoarthritis were included. Demographic, preoperative, and intraoperative variables were analyzed. The ANN model was compared to a logistic regression model, which is a conventional machine-learning algorithm. Variables collected from 28,742 patients were analyzed based on their contribution to hospital length of stay.Aims
Methods
Knee osteonecrosis in advanced stages may lead to joint degeneration. Total knee arthroplasty (TKA) for osteonecrosis has traditionally been associated with suboptimal results. We analyzed outcomes of contemporary TKAs for osteonecrosis, with particular emphasis on: survivorship free from aseptic loosening, any revision, and any reoperation plus the clinical outcomes, complications, and radiological results. In total, 156 patients undergoing 167 primary TKAs performed for osteonecrosis between 2004 and 2014 at a single institution were reviewed. The mean age at index TKA was 61 years (14 to 93) and the mean body mass index (BMI) was 30 kg/m2 (18 to 51) The mean follow-up was six years (2 to 12). A total of 110 TKAs (66%) were performed for primary osteonecrosis and 57 TKAs (34%) for secondary osteonecrosis. Overall, 15 TKAs (9%) had tibial stems, while 12 TKAs (7%) had femoral stems. Posterior-stabilized designs were used in 147 TKAs (88%) of TKAs. Bivariate Cox regression analysis was conducted to identify risk factors for revision and reoperation.Aims
Patients and Methods
We performed a prospective, randomised study to compare the results and rates of complications of
As the population ages, there is projected to be an increase in the level of demand for total knee arthroplasty (TKA) in octogenarians. We aimed to explore whether those aged ≥ 80 years achieved similar improvements in physical function to younger patients while also comparing the rates of length of stay (LOS), discharge to rehabilitation, postoperative complications, and mortality following TKA in older and younger patients. Patients from one institution who underwent primary elective TKA between 1 January 2006 and 31 December 2014 were dichotomized into those ≥ 80 years old (n = 359) and those < 80 years old (n = 2479) for comparison. Multivariable regression was used to compare the physical status component of the 12-Item Short-Form Health Survey (SF-12), LOS, discharge to rehabilitation, complications, and mortality between the two groups.Aims
Patients and Methods
The aim of this study was to determine whether closed suction drain (CSD) use influences recovery of quadriceps strength and to examine the effects of drain use on secondary outcomes: quadriceps activation, intra-articular effusion, bioelectrical measure of swelling, range of movement (ROM), pain, and wound healing complications. A total of 29 patients undergoing simultaneous bilateral total knee arthroplasty (TKA) were enrolled in a prospective, randomized blinded study. Patients were randomized to receive a CSD in one limb while the contralateral limb had the use of a subcutaneous drain (SCDRN) without the use of suction (‘sham drain’). Isometric quadriceps strength was collected as the primary outcome. Secondary outcomes consisted of quadriceps activation, intra-articular effusion measured via ultrasound, lower limb swelling measured with bioelectrical impendence and limb girth, knee ROM, and pain. Outcomes were assessed preoperatively and postoperatively at day two, two and six weeks, and three months. Differences between limbs were determined using paired Student’s Aims
Patients and Methods
Total knee replacement (TKR) is an effective
method of treating end-stage arthritis of the knee. It is not, however,
a procedure without risk due to a number of factors, one of which
is diabetes mellitus. The purpose of this study was to estimate
the general prevalence of diabetes in patients about to undergo
primary TKR and to determine whether diabetes mellitus adversely
affects the outcome. We conducted a systematic review and meta-analysis
according to the Meta-analysis Of Observational Studies in Epidemiology
(MOOSE) guidelines. The Odds Ratio (OR) and mean difference (MD)
were used to represent the estimate of risk of a specific outcome.
Our results showed the prevalence of diabetes mellitus among patients
undergoing TKR was 12.2%. Patients with diabetes mellitus had an increased
risk of deep infection (OR = 1.61, 95% confidence interval (CI),
1.38 to 1.88), deep vein thrombosis (in Asia, OR = 2.57, 95% CI,
1.58 to 4.20), periprosthetic fracture (OR = 1.89, 95% CI, 1.04
to 3.45), aseptic loosening (OR = 9.36, 95% CI, 4.63 to 18.90),
and a poorer Knee Society function subscore (MD = -5.86, 95% CI,
-10.27 to -1.46). Surgeons should advise patients specifically about
these increased risks when obtaining informed consent and be meticulous about
their peri-operative care. Cite this article:
The aim of this study was to identify the most effective regimen
of multiple doses of oral tranexamic acid (TXA) in achieving maximum
reduction of blood loss in total knee arthroplasty (TKA). In this randomized controlled trial, 200 patients were randomized
to receive a single dose of 2.0 g of TXA orally two hours preoperatively
(group A), a single dose of TXA followed by 1.0 g orally three hours
postoperatively (group B), a single dose of TXA followed by 1.0 g
three and nine hours postoperatively (group C), or a single dose
of TXA followed by 1.0 g orally three, nine, and 15 hours postoperatively
(group D). All patients followed a routine enhanced-recovery protocol.
The primary outcome measure was the total blood loss. Secondary
outcome measures were hidden blood loss (HBL), reduction in the
level of haemoglobin, the rate of transfusion and adverse events.Aims
Patients and Methods
The aim of this study was to identify risk factors for prosthetic
joint infection (PJI) following total knee arthroplasty (TKA). The New Zealand Joint Registry database was analysed, using revision
surgery for PJI at six and 12 months after surgery as primary outcome
measures. Statistical associations between revision for infection,
with common and definable surgical and patient factors were tested.Aims
Patients and Methods
Bone defects are occasionally encountered during
primary total knee replacement (TKR) and cause difficulty in establishing
a stable well-aligned bone-implant interface. Between March 1999
and November 2005, 59 knees in 43 patients underwent primary TKR
with a metal block augmentation for tibial bone deficiency. In all,
six patients (eight knees) died less than four years post-operatively,
and four patients (five knees) were lost to follow-up leaving 46 knees
in 33 patients available for review at a mean of 78.6 months (62
to 129). The clinical results obtained, including range of movement,
American Knee Society and Oxford knee scores, and the Western Ontario
and McMaster Universities osteoarthritis index, were good to excellent,
with no failures. Radiolucent lines at the block-cement-bone interface
were noted in five knees (11%) during the first post-operative year,
but these did not progress. Modular rectangular metal augmentation for tibial bone deficiency
is a useful option. No deterioration of the block-prosthesis or
block-cement-bone interface was seen at minimum of five years follow-up.
Since redesign of the Oxford phase III mobile-bearing unicompartmental
knee arthroplasty (UKA) femoral component to a twin-peg design,
there has not been a direct comparison to total knee arthroplasty
(TKA). Thus, we explored differences between the two cohorts. A total of 168 patients (201 knees) underwent medial UKA with
the Oxford Partial Knee Twin-Peg. These patients were compared with
a randomly selected group of 177 patients (189 knees) with primary
Vanguard TKA. Patient demographics, Knee Society (KS) scores and
range of movement (ROM) were compared between the two cohorts. Additionally,
revision, re-operation and manipulation under anaesthesia rates
were analysed.Aims
Patients and Methods
This systematic review and meta-analysis was conducted to determine
the mid- to long-term clinical outcomes for a medial-pivot total
knee replacement (TKR) system. The objectives were to synthesise
available survivorship, Knee Society Scores (KSS), and reasons for
revision for this system. A systematic search was conducted of two online databases to
identify sources of survivorship, KSS, and reasons for revision.
Survivorship results were compared with values in the National Joint
Registry of England, Wales, and Northern Ireland (NJR).Objectives
Methods
The role of computer-assisted surgery in maintaining the level of the joint in primary knee joint replacement (TKR) has not been well defined. We undertook a blinded randomised controlled trial comparing joint-line maintenance, functional outcomes, and quality-of-life outcomes between patients undergoing computer-assisted and conventional TKR. A total of 115 patients were randomised (computer-assisted, n = 55; conventional, n = 60). Two years post-operatively no significant correlation was found between computer-assisted and conventional surgery in terms of maintaining the joint line. Those TKRs where the joint line was depressed post-operatively improved the least in terms of functional scores. No difference was detected in terms of quality-of-life outcomes. Change in joint line was found to be related to change in alignment. Change in alignment significantly affects change in joint line and functional scores.
Bariatric surgery has been advocated as a means
of reducing body mass index (BMI) and the risks associated with total
knee arthroplasty (TKA). However, this has not been proved clinically.
In order to determine the impact of bariatric surgery on the outcome
of TKA, we identified a cohort of 91 TKAs that were performed in
patients who had undergone bariatric surgery (bariatric cohort).
These were matched with two separate cohorts of patients who had not
undergone bariatric surgery. One was matched 1:1 with those with
a higher pre-bariatric BMI (high BMI group), and the other was matched
1:2 based on those with a lower pre-TKA BMI (low BMI group). In the bariatric group, the mean BMI before bariatric surgery
was 51.1 kg/m2 (37 to 72), which improved to 37.3 kg/m2 (24
to 59) at the time of TKA. Patients in the bariatric group had a
higher risk of, and worse survival free of, re-operation (hazard
ratio (HR) 2.6; 95% confidence interval (CI) 1.2 to 6.2; p = 0.02)
compared with the high BMI group. Furthermore, the bariatric group
had a higher risk of, and worse survival free of re-operation (HR
2.4; 95% CI 1.2 to 3.3; p = 0.2) and revision (HR 2.2; 95% CI 1.1
to 6.5; p = 0.04) compared with the low BMI group. While bariatric surgery reduced the BMI in our patients, more
analysis is needed before recommending bariatric surgery before
TKA in obese patients. Cite this article:
The length of the tourniquet time during total knee arthroplasty (TKA) is related to the incidence of post-operative deep vein thrombosis (DVT). Our aim in this study was to investigate the effect of the early release of the tourniquet on the incidence of DVT in patients undergoing TKA. A total of 200 patients who underwent TKA between November 2015 and November 2016 were prospectively enrolled. The tourniquet was inflated before surgery and released immediately after the introduction of the components (early release group). This group was compared with a retrospective cohort of 200 primary TKAs, in which the tourniquet was released after the dressings had been applied (late release group). The presence of a DVT was detected using bilateral lower limb ultrasonography. Peri-operative clinical and follow-up data were collected for analysis.Objectives
Methods
The use of vitamin E-infused highly crosslinked polyethylene (HXLPE) in total knee prostheses is controversial. In this paper we have compared the clinical and radiological results between conventional polyethylene and vitamin E-infused HXLPE inserts in total knee arthroplasty (TKA). The study included 200 knees (175 patients) that underwent TKA using the same total knee prostheses. In all, 100 knees (77 patients) had a vitamin E-infused HXLPE insert (study group) and 100 knees (98 patients) had a conventional polyethylene insert (control group). There were no significant differences in age, sex, diagnosis, preoperative knee range of movement (ROM), and preoperative Knee Society Score (KSS) between the two groups. Clinical and radiological results were evaluated at two years postoperatively.Aims
Patients and Methods
We report a prospective randomly controlled trial to examine the effectiveness of continuous passive motion (CPM) in improving postoperative function and range of movement after total knee arthroplasty (TKA). We allocated 53 patients (57 knees) to one of three postoperative regimes: no CPM (n = 19); CPM at 0 to 40° (0 to 40 CPM; n = 18); and CPM at 0 to 70° (0 to 70 CPM; n = 20). Those in the CPM groups had CPM for 48 hours and all patients had an identical regime of physiotherapy. There was an even distribution of various cemented and cementless TKAs in each group. Patients were assessed preoperatively and at one week and at one year postoperatively. At one week, there was a statistically significant increase in the range of flexion and total range of movement in the 0 to 70 CPM group compared with the no-CPM group. At one year we found no significant differences in mean flexion, overall range of movement, fixed flexion deformity or functional results in the three groups. Those who had CPM had a significant increase in analgesic requirement (p = 0.04). There was an increased mean blood drainage postoperatively in those who had 0 to 70 CPM (1558 ml) compared with those with no CPM (956 ml) (t = 2.96, p = 0.005) and with 0 to 40 CPM (1017 ml) (t = 2.62, p = 0.01). Our findings show that CPM had no significant advantage in terms of improving function or range of movement, and that its use increased blood loss and analgesic requirements.
We assessed the effect of mental disability on
the outcome of total knee replacement (TKR) and investigated whether
mental health improves post-operatively. Outcome data were prospectively
recorded over a three-year period for 962 patients undergoing primary
TKR for osteoarthritis. Pre-operative and one year Short-Form (SF)-12 scores
and Oxford knee scores (OKS) were obtained. The mental component
of the SF-12 was stratified into four groups according to level
of mental disability (none ≥ 50, mild 40 to 49, moderate 30 to 39,
severe <
30). Patients with any degree of mental disability had
a significantly greater subjective physical disability according
to the SF-12 (p = 0.06) and OKS (p <
0.001). The improvement
in the disease-specific score (OKS) was not affected by a patient’s
mental health (p = 0.33). In contrast, patients with mental disability
had less of an improvement in their global physical health (SF-12)
(p <
0.001). However, patients with any degree of mental disability
had a significant improvement in their mental health post-operatively
(p <
0.001). Despite a similar improvement in their disease-specific scores
and improvement in their mental health, patients with mental disability
were significantly more likely to be dissatisfied with their TKR
at one year (p = 0.001). Patients with poor mental health do benefit
from improvements in their mental health and knee function after
TKR, but also have a higher rate of dissatisfaction. Cite this article:
As the surgical indications for total knee replacement (TKR) expand to include younger, heavier and more active patients, knowledge of the effect of these demographic variables on the outcome and survival of the implant is increasingly important. Between November 1986 and September 1990, 402 patients underwent 562 primary cemented cruciate-retaining TKRs carried out by a single surgical team. The overall results showed a survival of 96.8% at 14 years with 1.44% lost to follow-up. Evaluating the demographics of these patients showed that certain groups fared significantly less well. The best results were seen in non-obese women with osteoarthritis who were over 60 years of age in whom there was ten-year survival of 99.4%. The worst results were in obese men with osteoarthritis who were less than 60 years of age in whom there was a ten-year survival of 35.7%. Caution should be exercised when considering TKR on a patient with this combination of poor risk factors. By identifying demographic factors at the time of consultation the surgeon is better able to predict the survival of the TKR. This information is important when considering the best options for treatment of a patient and in providing accurate information during preoperative counselling.
We investigated the extent to which improved
balance relative to pain relief correlates with the success of total knee
replacement (TKR). A total of 81 patients were recruited to the
study: 16 men (19.8%) and 65 women (80.2%). Of these, 62 patients
(10 men, 52 women) with a mean age of 73 (57 to 83) underwent static
and dynamic assessment of balance pre-operatively and one year post-operatively.
The parameters of balance were quantified using commercially available
and validated equipment. Motor function and self-reported outcome
were also assessed. There was a significant improvement in dynamic balance (p <
0.001) one year after TKR, and better balance correlated with improved
mobility, functional balance and increased health-related quality
of life. As it seems that balance, and not only pain relief, influences
the success of TKR, balance skills should be better addressed during
the post-operative rehabilitation of patients who undergo TKR.
Aims. The aim of this study was to determine the prevalence of depressive and anxiety disorders prior to total hip (THA) and total knee arthroplasty (TKA) and to assess their impact on the rates of any infection, revision, or reoperation. Methods. Between January 2000 and March 2019, 21,469 primary and revision arthroplasties (10,011 THAs; 11,458 TKAs), which were undertaken in 15,504 patients at a single academic medical centre, were identified from a 27-county linked electronic medical record (EMR) system. Depressive and anxiety disorders were identified by diagnoses in the EMR or by using a natural language processing program with subsequent validation from review of the medical records. Patients with mental health diagnoses other than anxiety or depression were excluded. Results. Depressive and/or anxiety disorders were common before THA and TKA, with a prevalence of 30% in those who underwent primary THA, 33% in those who underwent revision THA, 32% in those who underwent