propensity matching
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2022 ◽  
Author(s):  
Bumi Herman ◽  
Pramon Viwattanakulvanid ◽  
Azhar Dzulhadj ◽  
Aye Chan Oo ◽  
Karina Patricia ◽  
...  

Background Symptoms after Coronavirus Disease (COVID-19) infection affect the quality of life of its survivor especially to the special senses including olfactory function. It is important to prevent the disability at an earlier stage. Vaccination as key prevention has been proven to be effective in reducing symptomatic disease and severity. However, the effects of vaccination on post COVID symptoms have not been evaluated. This study aimed to evaluate the possible protection of full vaccination and the occurrence of post-COVID olfactory dysfunction, specifically anosmia, and hyposmia in patients who were diagnosed with COVID-19. Method A longitudinal analysis using the retrospective cohort of the Indonesian patient-based Post-COVID-19 survey collected from July 2021 until December 2021, involving COVID-19 Patients confirmed by Real-Time Polymerase Chain Reaction (RT-PCR) and/or Antigen test. Variables including demography, comorbidities, health behavior, type of vaccine, symptoms, and treatment were collected through an online questionnaire based on the American Academy of Otolaryngology-Head and Neck Surgery (AAO-HNS). Participants were matched (1:1) using propensity matching score into two exposure statuses, infected 1)>14 days of full vaccination and 2)<14 days or incomplete or unvaccinated. The olfactory dysfunction was assessed two weeks and four weeks after negative conversion with PCR using a self-measured olfactory questionnaire (MOQ). The Generalized Estimating Equation (GEE) was performed to assess the effect of full vaccination on post-COVID-19 olfactory dysfunction. The Receiver Operating Characteristic determined the sensitivity and specificity of the cutoff value of the days from fully vaccinated to diagnosis and the olfactory dysfunction. Results A total of 442 participants were extracted from the cohort and inoculated with the inactivated viral vaccine (99.5%). The prevalence of olfactory dysfunction in two weeks was 9.95% and 5.43% after four weeks. Adjusted by other variables, people who were infected >14 days after being fully vaccinated had a 69% (adjusted Odds Ratio / aOR 0.31 95% CI 0.102-0.941) probability of developing olfactory dysfunction. Longer days of fully vaccinated to infection are associated with increased risk (aOR 1.012 95% CI 1.002-1.022 p-value 0.015). A cut-off of 88 days of full vaccination-to-diagnosis duration has Area Under Curve (AUC) of 0.693 (p=0.002), the sensitivity of 73.9%, and specificity of 63.3% in differentiating the olfactory dysfunction event in two weeks after COVID-19 with a crude odds ratio of 4.852 (95% CI 1.831-12.855 p=0.001) Conclusion After 14 days of full vaccination, the protective effect could reduce the chance of post-COVID olfactory dysfunction although a longer full vaccination-to-diagnosis duration increases the risk. It is important to consider a booster shot starting from 89 days after the last dose in those who received the inactivated viral regimen.


2022 ◽  
Vol 12 ◽  
Author(s):  
George N. Dalekos ◽  
Pinelopi Arvaniti ◽  
Nikolaos K. Gatselis ◽  
Anna Samakidou ◽  
Stella Gabeta ◽  
...  

Background/AimsAs previous real-world studies and meta-analyses have shown that mycophenolate mofetil (MMF) might have better efficacy than azathioprine (AZA) in autoimmune hepatitis (AIH), we conducted a propensity matching study to assess the efficacy and safety of MMF vs. AZA.MethodsAll 126 consecutive treatment-naive adult AIH patients, diagnosed and followed in our department since 2016, were included. Patients received prednisolone 0.5–1 mg/kg/day plus either AZA 1–2 mg/kg/day or 1.5–2 g/day MMF. The tapering of prednisolone was identical between groups.ResultsAfter propensity matching score and adjustment for known factors affecting response to treatment and outcome, 64 patients were included in the study (MMF = 32 and AZA = 32). Rates of non-response, complete biochemical response (CBR) at 6 and 12 months, and prednisolone withdrawal (6 months, 12 months, and end of follow-up) were identical between groups. However, MMF treatment was significantly associated with CBR at the end of follow-up [odds ratio (OR) 11.259; 95% CI: 1.3–97.4, p = 0.028]. AZA patients were more prone to stop treatment due to AZA intolerance/insufficient response (p = 0.0001). At the end of follow-up, the overall efficacy of each schedule was also significantly higher in the MMF group compared to the AZA group (p = 0.0001).ConclusionWe showed for the first time in a propensity matching study that MMF can be used as first-line therapy in AIH as attested by the significantly higher CBR at end of follow-up compared to AZA. Whether this better efficacy is also associated with higher histological remission rates and sustained CBR off immunosuppression needs further evaluation.


2022 ◽  
Vol 22 (1) ◽  
Author(s):  
He Cai ◽  
Jinlin Xie ◽  
Juanzi Shi ◽  
Hui Wang

Abstract Background Intrauterine insemination (IUI) treatment is recommended in subfertile women with AFS/ASRM stage I/II endometriosis. However, the efficacy of IUI in women with ovarian endometriomas with tubal patency is uncertain. We explored the efficacy of IUI for the treatment of endometrioma-associated subfertility. Methods We performed a retrospective matched cohort study using propensity matching (PSM) analysis. Subfertile couples undergoing IUI with and without ovarian stimulation between January 1, 2015, and May 30, 2020 were reviewed. Results After PSM, 56 women with endometrioma alone were matched to 173 patients with unexplained subfertility. The per-cycle pregnancy rate (PR) was comparable between women with endometrioma-associated subfertility (n = 56, 87 cycles) and women with unexplained subfertility (n = 173, 280 cycles) (9.2% vs. 17.9%, OR 0.47; 95% CI, 0.21–1.03). Subgroup analyses based on IUI with or without stimulation also resulted in comparable results. A trend toward a lower cumulative pregnancy rates (CPRs) was seen in women with endometrioma (14.3%, 8/56) compared with women with unexplained subfertility (28.9%, 50/173), but the differences were not significant (HR 0.49; 95% CI, 0.23–1.15). However, patients with endometrioma were nearly twice as likely to converse to IVF treatment compared with those without the disease (60.7% versus 43.9%; OR 1.97; 95% CI, 1.07–3.65). Conclusion IUI may be a viable approach for subfertile women with endometrioma and no other identifiable infertility factor. More studies are needed to reassure the findings.


PLoS ONE ◽  
2021 ◽  
Vol 16 (12) ◽  
pp. e0262115
Author(s):  
Michael R. Mercier ◽  
Anoop R. Galivanche ◽  
Jordan P. Brand ◽  
Neil Pathak ◽  
Michael J. Medvecky ◽  
...  

Introduction Ankle fractures have continued to occur through the COVID pandemic and, regardless of patient COVID status, often need operative intervention for optimizing long-term outcomes. For healthcare optimization, patient counseling, and care planning, understanding if COVID-positive patients undergoing ankle fracture surgery are at increased risk for perioperative adverse outcomes is of interest. Methods The COVID-19 Research Database contains recent United States aggregated insurance claims. Patients who underwent ankle fracture surgery from April 1st, 2020 to June 15th, 2020 were identified. COVID status was identified by ICD coding. Demographics, comorbidities, and postoperative complications were extracted based on administrative data. COVID-positive versus negative patients were compared with univariate analyses. Propensity-score matching was done on the basis of age, sex, and comorbidities. Multivariate regression was then performed to identify risk factors independently associated with the occurrence of 30-day postoperative adverse events. Results In total, 9,835 patients undergoing ankle fracture surgery were identified, of which 57 (0.58%) were COVID-positive. COVID-positive ankle fracture patients demonstrated a higher prevalence of comorbidities, including: chronic kidney disease, diabetes, hypertension, and obesity (p<0.05 for each). After propensity matching and controlling for all preoperative variables, multivariate analysis found that COVID-positive patients were at increased risk of any adverse event (odds ratio [OR] = 3.89, p = 0.002), a serious adverse event (OR = 5.48, p = 0.002), and a minor adverse event (OR = 3.10, p = 0.021). Discussion COVID-positive patients will continue to present with ankle fractures requiring operative intervention. Even after propensity matching and controlling for patient factors, COVID-positive patients were found to be at increased risk of 30-day perioperative adverse events. Not only do treatment teams need to be protected from the transmission of COVID in such situations, but the increased incidence of perioperative adverse events needs to be considered.


2021 ◽  
Vol Publish Ahead of Print ◽  
Author(s):  
Derek C. Lumbard ◽  
Ashley P. Marek ◽  
Nicholas S. Roetker ◽  
Chad J. Richardson ◽  
Rachel M. Nygaard

Breast Care ◽  
2021 ◽  
pp. 1-8
Author(s):  
Rikiya Nakamura ◽  
Shouko Hayama ◽  
Ryoutarou Etou ◽  
Toshiko Miyaki ◽  
Keiko Oshida ◽  
...  

<b><i>Introduction:</i></b> This study aimed to assess whether follow-up of patients with operative breast cancer at cancer centres (CCs) improved prognosis compared with follow-up by family physicians (FPs). <b><i>Methods:</i></b> The study included 254 patients who relapsed within 7 years from the first postoperative period. The patients were divided into two groups according to the follow-up facility: the CC and FP groups (the follow-up of patients was structured in the same way between FPs and CCs). There are 146 and 108 cases of recurrence in the CC and FP groups, respectively. The analysis targets of the two groups were determined using the propensity matching method based on the following 7 factors: oestrogen receptor status, progesterone receptor status, human epidermal growth factor receptor 2 status, St. Gallen category, menopausal status, surgical procedure, and receipt of postoperative chemotherapy at the time of surgery. Overall survival (OS) in both groups was analysed using the Kaplan-Meier method and compared using the log-rank test. <b><i>Results:</i></b> Overall, 97 patients each in the CC and FP groups who relapsed were analysed using the propensity matching method. The median recurrence-free survival periods were 1,676 and 994 days in the FP and CC groups, respectively, and were significantly longer in the FP group. However, the median OS starting from the day of surgery was 3,424 and 2,794 days in the FP and CC groups, respectively, with no significant difference. <b><i>Conclusion:</i></b> This study revealed that regular follow-up at CCs did not improve survival compared with regular follow-up by FPs.


2021 ◽  
Author(s):  
Jiyong Kim ◽  
Seong Hun Park ◽  
Jong Moon Kim

BACKGROUND Confirming the relationship between comorbidities and coronavirus infection-19 (COVID-19) is important for efficient use of medical facilities. OBJECTIVE This study investigated the impact of patient demographics and comorbidities on the infection rate and severity of COVID-19. METHODS Data were derived from a Korean nationwide cohort study with propensity score matching. We included 8070 individuals with positive covid-19 test and 12015 controls between January 1, 2020, and May 30, 2020. Outcomes were confirmation of the comorbidities affecting the infection rate and the severity of COVID-19. Endpoints were COVID-19 positivity and severe clinical outcomes of COVID-19 (tracheostomy, continuous renal replacement therapy, intensive care unit admission, ventilator use, cardiopulmonary resuscitation, or death). RESULTS In people aged 60 or older, in those insured with Medicaid, and in the disabled, the proportion corresponding to the severe group of patients showed a tendency to increase. The infection rate of COVID-19 was highest in pulmonary disease (adjusted odds ratio 1.88, 95% confidence interval 1.70 to 2.03), and hyperlipidemia (0.73, 0.67 to 0.80) had a lower infection rate. Disease severity was highest in kidney disease (5.59, 2.48 to 12.63), and lower in hyperlipidemia (0.78, 0.60 to 1.00). CONCLUSIONS Using propensity matching to reduce statistical bias, we found that most comorbidities increased the infection rate and severity of COVID-19, whereas hyperlipidemia reduced the rate and severity of infection. INTERNATIONAL REGISTERED REPORT RR2-https://doi.org/10.1101/2021.09.22.21263946


Hernia ◽  
2021 ◽  
Author(s):  
J. A. Pereira-Rodríguez ◽  
S. Amador-Gil ◽  
A. Bravo-Salva ◽  
B. Montcusí-Ventura ◽  
J. Sancho-Insenser ◽  
...  

Abstract Purpose The small bites (SB) technique for closure of elective midline laparotomies (EMLs) and a prophylactic mesh (PM) in high-risk patients are suggested by the guidelines to prevent incisional hernias (IHs) and fascial dehiscence (FD). Our aim was to implement a protocol combining both the techniques and to analyze its outcomes. Methods Prospective data of all EMLs were collected for 2 years. Results were analyzed at 1 month and during follow-up. The incidence of HI and FD was compared by groups (M = Mesh vs. S = suture) and by subgroups depending on using SB. Results A lower number of FD appeared in the M group (OR 0.0692; 95% CI 0.008–0.56; P = 0.01) in 197 operations. After a mean follow-up of 29.23 months (N = 163; min. 6 months), with a lower frequency of IH in M group (OR 0.769; 95% CI 0.65–0.91; P < 0.0001). (33) The observed differences persisted after a propensity matching score: FD (OR 0.355; 95% CI 0.255–0.494; P < 0.0001) and IH (OR 0.394; 95% CI 0.24–0.61; P < 0.0001). On comparing suturing techniques by subgroups, both mesh subgroups had better outcomes. PM was the main factor related to the reduction of IH (HR 11.794; 95% CI 4.29–32.39; P < 0.0001). Conclusion Following the protocol using PM and SB showed a lower rate of FD and HI. A PM is safe and effective for the prevention of both HI and FD after MLE, regardless of the closure technique used.


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