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1.
Rev. colomb. cir ; 39(2): 268-279, 20240220. tab, fig
Article in Spanish | LILACS | ID: biblio-1532620

ABSTRACT

Introducción. En Colombia, solo un 24 % de los pacientes en lista recibieron un trasplante renal, la mayoría de donante cadavérico. Para la asignación de órganos se considera el HLA A-B-DR, pero la evidencia reciente sugiere que el HLA A-B no está asociado con los desenlaces del trasplante. El objetivo de este estudio fue evaluar la relevancia del HLA A-B-DR en la sobrevida del injerto de los receptores de trasplante renal. Métodos. Estudio de cohorte retrospectivo que incluyó pacientes trasplantados renales con donante cadavérico en Colombiana de Trasplantes, desde 2008 a 2023. Se aplicó un propensity score matching (PSM) para ajustar las covariables en grupos de comparación por compatibilidad y se evaluó la relación del HLA A-B-DR con la sobrevida del injerto renal por medio de la prueba de log rank y la regresión de Cox. Resultados. Se identificaron 1337 pacientes transplantados renales, de los cuales fueron mujeres un 38,7 %, con mediana de edad de 47 años y de índice de masa corporal de 23,8 kg/m2. Tras ajustar por PSM las covariables para los grupos de comparación, la compatibilidad del HLA A-B no se relacionó significativamente con la pérdida del injerto, con HR de 0,99 (IC95% 0,71-1,37) para HLA A y 0,75 (IC95% 0,55-1,02) para HLA B. Solo la compatibilidad por HLA DR fue significativa para pérdida del injerto con un HR de 0,67 (IC95% 0,46-0,98). Conclusión. Este estudio sugiere que la compatibilidad del HLA A-B no influye significativamente en la pérdida del injerto, mientras que la compatibilidad del HLA DR sí mejora la sobrevida del injerto en trasplante renal con donante cadavérico


Introduction. In Colombia, only 24% of patients on the waiting list received a renal transplant, most of them from cadaveric donors. HLA A-B-DR is considered for organ allocation, but recent evidence suggests that HLA A-B is not associated with transplant outcomes. The objective of this study was to evaluate the relevance of HLA A-B-DR on graft survival in kidney transplant recipients. Methods. Retrospective cohort study that included kidney transplant recipients with a cadaveric donor in Colombiana de Trasplantes from 2008 to 2023. A propensity score matching (PSM) was applied to adjust the covariates in comparison groups for compatibility, and the relationship of HLA A-B-DR with kidney graft survival was evaluated using the log rank test and Cox regression. Results. A total of 1337 kidney transplant patients were identified; of those, 38.7% were female, with median age of 47 years, and BMI 23.8 kg/m2. After adjusting the covariates with PSM for the comparison groups, HLA A-B matching was not significantly related to graft loss, with HR of 0.99 (95% CI 0.71-1.37) and 0.75 (95% CI 0.55-1.02), respectively. Only HLA DR matching was significant for graft loss with an HR of 0.67 (95% CI 0.46-0.98). Conclusions. This study suggests that HLA A-B matching does not significantly influence graft loss, whereas HLA DR matching does improve graft survival in renal transplantation with a cadaveric donor.


Subject(s)
Humans , Kidney Transplantation , Graft Rejection , HLA Antigens , Survival Analysis , Organ Transplantation , Propensity Score
2.
Rev. méd. Chile ; 151(1): 32-41, feb. 2023. ilus, tab
Article in Spanish | LILACS | ID: biblio-1515419

ABSTRACT

BACKGROUND: Long-term outcomes of Off-Pump Coronary Artery Bypass Grafting (OPCAB) as an alternative to the traditional Coronary Artery Bypass Grafting (CABG) technique with cardiopulmonary bypass (CPB) are not well defined. AIM: To compare 10-year survival of isolated OPCAB versus CABG with CPB. MATERIAL AND METHODS: Analysis of information obtained from databases, clinical records and surgical protocols of patients treated with isolated CABG between January 2006 and November 2008 at a Regional Hospital. Of 658 isolated CABG, 192 (29.2%) were OPCAB and 466 (79.9%) CPB. Propensity Score Matching (PSM) was performed to compare both groups. After PSM, two groups of 192 cases were obtained. Mortality data was obtained from the Chilean public identification service. Ten-year survival was calculated and compared with Kaplan-Meier and log-rank methods. RESULTS: Follow-up data was obtained in all cases. No statistically significant differences were found when comparing 10-year survival between OPCAB versus CPB (78.6% and 80.2% respectively, p 0.720). There was also no statistical difference in cardiovascular death free survival (90.1% with CPB versus 89.1% OPCAB, p 0.737). Survival was comparable when analyzing subgroups with diabetes mellitus, left ventricular dysfunction or chronic kidney disease, among others. CONCLUSIONS: In our series, OPBAB has a comparable 10-year survival with CABG with CPB.


Subject(s)
Humans , Male , Female , Middle Aged , Aged , Coronary Artery Bypass, Off-Pump/adverse effects , Cardiopulmonary Bypass/adverse effects , Survival Analysis , Chile/epidemiology , Coronary Artery Bypass , Retrospective Studies , Treatment Outcome , Propensity Score
3.
Acta Academiae Medicinae Sinicae ; (6): 264-272, 2023.
Article in Chinese | WPRIM | ID: wpr-981262

ABSTRACT

Objective To investigate the cardiac structural and functional characteristics in the patients with heart failure with preserved ejection fraction (HFpEF) and type 2 diabetes mellitus (T2DM),and predict the factors influencing the characteristics. Methods A total of 783 HFpEF patients diagnosed in the Department of Geriatric Cardiology,the First Hospital of Lanzhou University from April 2009 to December 2020 were enrolled in this study.Echocardiography and tissue Doppler technique were employed to evaluate cardiac structure and function.According to the occurrence of T2DM,the patients were assigned into a HFpEF+T2DM group (n=332) and a HFpEF group (n=451).Propensity score matching (PSM)(in a 1∶1 ratio) was adopted to minimize confounding effect.According to urinary albumin excretion rate (UAER),the HFpEF+T2DM group was further divided into three subgroups with UAER<20 μg/min,of 20-200 μg/min,and>200 μg/min,respectively.The comorbidities,symptoms and signs,and cardiac structure and function were compared among the groups to clarify the features of diabetes related HFpEF.Multivariate linear regression was conducted to probe the relationship of systolic blood pressure,blood glucose,glycosylated hemoglobin,and UARE with cardiac structural and functional impairment. Results The HFpEF+T2DM group had higher prevalence of hypertension (P=0.001) and coronary heart disease (P=0.036),younger age (P=0.020),and larger body mass index (P=0.005) than the HFpEF group,with the median diabetic course of 10 (3,17) years.After PSM,the prevalence of hypertension and coronary heart disease,body mass index,and age had no significant differences between the two groups(all P>0.05).In addition,the HFpEF+T2DM group had higher interventricular septal thickness (P=0.015),left ventricular posterior wall thickness (P=0.040),and left ventricular mass (P=0.012) and lower early diastole velocity of mitral annular septum (P=0.030) and lateral wall (P=0.011) than the HFpEF group.Compared with the HFpEF group,the HFpEF+T2DM group showed increased ratio of early diastolic mitral filling velocity to early diastolic mitral annular velocity (E/e') (P=0.036).Glycosylated hemoglobin was correlated with left ventricular mass (P=0.011),and the natural logarithm of UAER with interventricular septal thickness (P=0.004),left ventricular posterior wall thickness (P=0.006),left ventricular mass (P<0.001),and E/e' ratio (P=0.049). Conclusion The patients with both T2DM and HFpEF have thicker left ventricular wall,larger left ventricular mass,more advanced left ventricular remodeling,severer impaired left ventricular diastolic function,and higher left ventricular filling pressure than the HFpEF patients without T2DM.Elevated blood glucose and diabetic microvascular diseases might play a role in the development of the detrimental structural and functional changes of the heart.


Subject(s)
Humans , Aged , Heart Failure/diagnosis , Diabetes Mellitus, Type 2 , Stroke Volume , Glycated Hemoglobin , Blood Glucose , Propensity Score , Ventricular Function, Left , Hypertension
4.
Chinese Medical Journal ; (24): 1067-1073, 2023.
Article in English | WPRIM | ID: wpr-980854

ABSTRACT

BACKGROUND@#Studies have classified muscle-invasive bladder cancer (MIBC) into primary (initially muscle-invasive, PMIBC) and secondary subtypes (initially non-muscle-invasive but progresses, SMIBC), for which controversial survival outcomes were demonstrated. This study aimed to compare the survival outcomes between PMIBC and SMIBC patients in China.@*METHODS@#Patients diagnosed with PMIBC or SMIBC at West China Hospital from January 2009 to June 2019 were retrospectively included. Kruskal-Wallis and Fisher tests were employed to compare clinicopathological characteristics. Kaplan-Meier curves and Cox competing proportional risk model were used to compare survival outcomes. Propensity score matching (PSM) was employed to reduce the bias and subgroup analysis was used to confirm the outcomes.@*RESULTS@#A total of 405 MIBC patients were enrolled, including 286 PMIBC and 119 SMIBC, with a mean follow-up of 27.54 and 53.30 months, respectively. The SMIBC group had a higher proportion of older patients (17.65% [21/119] vs. 9.09% [26/286]), chronic disease (32.77% [39/119] vs . 22.38% [64/286]), and neoadjuvant chemotherapy (19.33% [23/119] vs . 8.04% [23/286]). Before matching, SMIBC had a lower risk of overall mortality (OM) (hazard ratios [HR] 0.60, 95% confidence interval [CI] 0.41-0.85, P  = 0.005) and cancer-specific mortality (CSM) (HR 0.64, 95% CI 0.44-0.94, P  = 0.022) after the initial diagnosis. However, higher risks of OM (HR 1.47, 95% CI 1.02-2.10, P  = 0.038) and CSM (HR 1.58, 95% CI 1.09-2.29, P  = 0.016) were observed for SMIBC once it became muscle-invasive. After PSM, the baseline characteristics of 146 patients (73 for each group) were well matched, and SMIBC was confirmed to have an increased CSM risk (HR 1.83, 95% CI 1.09-3.06, P  = 0.021) than PMIBC after muscle invasion.@*CONCLUSIONS@#Compared with PMIBC, SMIBC had worse survival outcomes once it became muscle-invasive. Specific attention should be paid to non-muscle-invasive bladder cancer with a high progression risk.


Subject(s)
Humans , Retrospective Studies , Propensity Score , Cystectomy , Urinary Bladder Neoplasms/pathology , Neoadjuvant Therapy
5.
Journal of Southern Medical University ; (12): 654-659, 2023.
Article in Chinese | WPRIM | ID: wpr-986975

ABSTRACT

OBJECTIVE@#To investigate the effect of dexmedetomidine (DEX) on renal function after laparoscopic radical nephrectomy.@*METHODS@#We reviewed the clinical data of 282 patients with renal cell carcinoma (RCC), who underwent laparoscopic radical nephrectomy (LRN) in the Department of Urology, Third Medical Center of PLA General Hospital from November, 2020 and June, 2022.According to whether DEX was used during the operation, the patients were divided into DEX group and control group, and after propensity score matching, 99 patients were finally enrolled in each group.The incidence of acute kidney injuries were compared between the two groups.Serum creatinine (sCr) data within 3 months to 1 year after the operation were available in 51 patients, including 26 in DEX group and 25 in the control group, and the incidence of chronic kidney disease (CKD) was compared between the two groups.@*RESULTS@#After propensity score matching and adjustment for significant covariates, there were no significant differences in postoperative levels of sCr, cystatin C (CysC), β2-microglobulin (β2-MG), hemoglobin (Hb), or C-reactive protein (CRP), extubation time, incidence of AKI, or length of hospital stay between the two groups (P>0.05).The intraoperative urine volume was significantly higher in DEX group than in the control group (P < 0.05).A significant correlation between AKI and CKD was noted in the patients (P < 0.05).The incidence of CKD did not differ significantly between the two groups (P>0.05).@*CONCLUSION@#DEX can not reduce the incidence of AKI or CKD after LRN.


Subject(s)
Humans , Dexmedetomidine , Incidence , Propensity Score , Renal Insufficiency, Chronic/epidemiology , Kidney Neoplasms/surgery , Nephrectomy/adverse effects , Laparoscopy/adverse effects , Acute Kidney Injury/prevention & control , Retrospective Studies
6.
Journal of Southern Medical University ; (12): 597-603, 2023.
Article in Chinese | WPRIM | ID: wpr-986967

ABSTRACT

OBJECTIVE@#To evaluate the correlation of magnetic resonance (MR) T2-weighted image (T2WI) signal characteristics of adenomyosis and the efficacy of high-intensity focused ultrasound (HIFU) ablation.@*METHODS@#Based on the presence or absence of patchy hyperintense foci on preoperative MR T2WI, the patients with adenomyosis undergoing HIFU treatment were divided into homogeneous signal group and heterogeneous signal group, and the heterogeneous group was further divided into heterogeneous hypointense group and heterogeneous isointense group according to signal intensity of the lesions. The patients in heterogeneous signal group were matched with the patients in the homogeneous group at a 1:1 ratio using the propensity score matching, and similarly, the patients in the heterogeneous hypointense group were matched with those in the heterogeneous isointense group at a 1:1 ratio. The non-perfused volume ratio (NPVR) and relief of dysmenorrhea were used to assess the therapeutic efficacy in the 4 groups.@*RESULTS@#A total of 299 patients were enrolled, who had a median preoperative dysmenorrhea score of 7.0 (6.0, 8.0) and a median NPVR of 53.5% (35.4, 70.1)%. After propensity score matching, the NPVR in homogeneous signal group was significantly higher than that in heterogeneous signal group [(60.3 ± 21.8)% vs (44.6±21.6)%, P < 0.05]. At 3, 6 and 12 months after HIFU, dysmenorrhea relief rates were higher in homogeneous signal group than in heterogeneous signal group, and the difference was statistically significant at 12 months (91.1% vs 76.8%, P < 0.05). The NPVR of heterogeneous hypointense group was higher than that of heterogeneous isointense group [(54.0±22.0) % vs (47.3± 22.9) %, P < 0.05]. At 6 months after HIFU, dysmenorrhea relief rate was significantly higher in heterogeneous hypointense group than in heterogeneous isointense group (91.5% vs 80.9%, P < 0.05).@*CONCLUSION@#The signal characteristics of adenomyosis on T2WI are closely related with the outcome of HIFU ablation, and its efficacy is better for homogeneous than for heterogeneous adenomyosis, and better for heterogeneous hypointense adenomyosis than for heterogeneous isointense adenomyosis.


Subject(s)
Female , Humans , Adenomyosis/pathology , Dysmenorrhea , Cohort Studies , Propensity Score , High-Intensity Focused Ultrasound Ablation/methods , Treatment Outcome
7.
Chinese Journal of Gastrointestinal Surgery ; (12): 181-190, 2023.
Article in Chinese | WPRIM | ID: wpr-971249

ABSTRACT

Objective: To evaluate the effects on short-term clinical outcomes and long-term quality of life of laparoscopic-assisted radical proximal gastrectomy with esophageal gastric tube anastomosis versus total gastrectomy with Roux-en-Y anastomosis for adenocarcinoma of the esophagogastric junction. Methods: This was a propensity score matching, retrospective, cohort study. Clinicopathological data of 184 patients with adenocarcinoma of the esophagogastric junction admitted to two medical centers in China from January 2016 to January 2021 were collected (147 in the First Affiliated Hospital of Xiamen University and 37 in the Affiliated Hospital of Qinghai University). All patients had undergone laparoscopic-assisted radical gastrectomy. They were divided into two groups based on the extent of tumor resection and technique used for digestive tract reconstruction. A proximal gastrectomy with reconstruction by esophageal gastric tube anastomosis group comprised 82 patients and a total gastrectomy with reconstruction by Roux-en-Y anastomosis group comprised 102 patients. These groups differed significantly in the following baseline characteristics: age, preoperative hemoglobin, preoperative albumin, tumor length, tumor differentiation, and tumor TNM stage (all P<0.05). To eliminate potential bias caused by unequal distribution between the two groups, 1∶1 matching was performed by the nearest neighbor matching method. The 13 matched variables comprised sex, age, height, body mass, body mass index, preoperative glucose, preoperative hemoglobin, preoperative total protein, preoperative albumin, neoadjuvant radiotherapy, tumor length, degree of differentiation, and pathological TNM stage. Postoperative complications, postoperative nutritional status, incidence of reflux esophagitis 1 year after surgery, and quality of life were compared between the two groups. Results: After propensity score matching, 60 patients each were enrolled in the proximal gastrectomy with esophageal gastric tube anastomosis and total gastrectomy with Roux-en-Y anastomosis groups. The baseline characteristics were comparable between these groups (all P>0.05). There were no significant differences between the two groups in operative time, intraoperative bleeding, time to semifluid diet, postoperative hospital days, tumor length, and total hospital costs (P>0.05). Patients in the proximal gastrectomy with esophageal gastric tube anastomosis group had earlier postoperative gastric tube and abdominal drainage tube removal time than those in the total gastrectomy with Roux-en-Y anastomosis group (t=-2.183, P=0.023 and t=-4.073, P<0.001, respectively). In contrast, significantly fewer lymph nodes were cleared and significantly fewer lymph nodes were positive in the proximal gastrectomy with esophageal gastric tube anastomosis group than in the total gastrectomy with Roux-en-Y anastomosis group (t=-5.754, P<0.001 and t=-2.575, P=0.031, respectively). The incidence of early postoperative complications was 43.3% (26/60) in the total gastrectomy with Roux-en-Y anastomosis group; this is not significantly higher than the 26.7% (16/60) in the proximal gastrectomy with esophageal gastric tube anastomosis group (χ2=3.663,P=0.056). The incidences of pulmonary infection (31.7%, 19/60) and pleural effusion (30.0%, 18/60) were significantly higher in the total gastrectomy with Roux-en-Y anastomosis group than in the proximal gastrectomy with esophageal gastric tube anastomosis group (13.3%, 8/60 and 8.3%, 5/60, respectively); these differences are significant (χ2=8.711, P=0.003 and χ2=11.368, P=0.001, respectively). All early complications were successfully treated before discharge. The incidence of long-term postoperative complications was 20.0% (12/60) in the total gastrectomy with Roux-en-Y anastomosis group and 35.0% (21/60) in the proximal gastrectomy with esophageal gastric tube anastomosis group; this difference is not significant (χ2=3.386,P=0.066). The incidence of reflux esophagitis was 23.3% (14/60) in the proximal gastrectomy with esophageal gastric tube anastomosis group; this is significantly higher than the 1.7% (1/60) in the total gastrectomy with Roux-en-Y anastomosis group (χ2=12.876, P<0.001). Body mass index had decreased significantly in both groups 1 year after surgery compared with preoperatively; however, the difference between the two groups was not significant (P>0.05). The differences in hemoglobin and albumin concentrations between 1 year postoperatively and preoperatively were not significant (both P>0.05). Quality of life was assessed using the Visick grade. Visick grade I dominated in both groups. The percentage of patients with Visick II and III in the total gastrectomy with Roux-en-Y anastomosis group was 11.7% (7/60), which is significantly lower than the 33.3% (20/60) in the proximal gastrectomy with esophageal gastric tube anastomosis group (χ2=8.076, P=0.004). No patients in either group had a grade IV quality of life. Conclusions: Both proximal gastrectomy with esophageal gastric tube anastomosis and total gastrectomy with Roux-en-Y anastomosis laparoscopic-assisted radical surgery for adenocarcinoma of the esophagogastric junction are safe and feasible. However, both procedures have their own advantages and disadvantages in terms of postoperative complications. The incidence of reflux esophagitis is higher after proximal gastrectomy with esophageal gastric tube anastomosis, whereas the long-term quality of life is lower than that of patients after total gastrectomy with Roux-en-Y anastomosis.


Subject(s)
Humans , Anastomosis, Roux-en-Y , Retrospective Studies , Cohort Studies , Esophagitis, Peptic , Quality of Life , Propensity Score , Gastrectomy/methods , Esophagogastric Junction/surgery , Anastomosis, Surgical/methods , Adenocarcinoma/pathology , Stomach Neoplasms/pathology , Postoperative Complications , Treatment Outcome
8.
China Journal of Orthopaedics and Traumatology ; (12): 151-156, 2023.
Article in Chinese | WPRIM | ID: wpr-970837

ABSTRACT

OBJECTIVE@#To investigate the clinical efficacy of unicompartmental knee arthroplasty (UKA) in the treatment of knee osteoarthritis in patients over 75 years old.@*METHODS@#The clinical efficacy of primary fixed platform UKA in patients with osteoarthritis, was retrospectively analyzed from October 2014 to November 2020. Age, body mass index (BMI), range of motion (ROM), preoperative joint function score, the quality of life score and other preoperative indicators were measured by propensity score matching (PSM). The patients were divided into elderly group (≥75 years old) and control group (<75 years old). Oxford knee score(OKS), Western Ontario McMaster Universities osteoarthritis index(WOMAC), Short Form-12 including physical component summary (PCS), mental component summary(MCS), minimal clinically important difference(MCID ) and clinical complications were evaluated preoperatively and postoperatively.@*RESULTS@#A total of 514 patients were analyzed, 428 patients fulfilled the inclusion criteria. A propensity-score matching study was conducted to eliminate confounding factors. After 1∶2 propensity match, there were 84 patients in elderly group (≥75 years), age ranged from 75 to 88 years old, with an average of (78.79±3.08) years old, and 168 patients in control group (<75 years), age ranged from 47 to 74 years old, with an average of (64.10±5.96)years old. The follow-up duration of two groups ranged from 12 to 84 months with an average of (29.35±16.52) months in elderly group, and 12 to 85 months with an average of (31.83±17.34) months in control group. There was only significant difference in age between the elderly and control groups preoperatively (P<0.01). Postoperatively, the elderly group showed significantly higher WOMAC (P<0.01) and lower SF-12 PCS scores (P<0.01) as compared to the control group. There was no significant difference between the elderly group and the control group in knee range of motion, OKS and the proportion of each scoring system reaching the minimum clinical difference value (P>0.05). In the aspect of preperative complications, the elderly group exhibited more surgical site complications and postoperative delirium compared to control group(P<0.05). The differences in other indicators including deep vein thrombosis, acute urinary retention, cardiovascular events, cerebrovascular events and radiolucent lines around prothesis were not statistically significant(P>0.05).@*CONCLUSION@#UKA in the treatment of elderly patients over 75 years old with knee osteoarthritis was safe and feasible, and could obtain satisfactory short-term efficacy.


Subject(s)
Humans , Aged , Aged, 80 and over , Middle Aged , Osteoarthritis, Knee/surgery , Knee Prosthesis , Retrospective Studies , Propensity Score , Quality of Life , Knee Joint/surgery , Arthroplasty, Replacement, Knee/methods , Treatment Outcome
9.
Rev. cir. (Impr.) ; 74(3): 256-262, jun. 2022. tab
Article in Spanish | LILACS | ID: biblio-1407919

ABSTRACT

Resumen Introducción: El tratamiento de elección del Quiste Hidatídico Pulmonar (QHP) es la resección quirúrgica. Actualmente, existe controversia sobre la superioridad de la cirugía con capitonaje (CC) versus la cirugía sin capitonaje (SC). Objetivo: Comparar los resultados de la cirugía conservadora CC y SC mediante Propensity Score Matching (PSM). Materiales y Método: Se realizó un estudio analítico retrospectivo de los pacientes con QHP tratados quirúrgicamente en el Hospital Guillermo Grant Benavente, Concepción, Chile; entre enero-1995 y diciembre-2018. Se realizó un PSM con una relación 1:1 entre los pacientes operados con la técnica CC y SC. Posterior al PSM se balancearon las características basales. Resultados: Total 205 episodios de QHP en el período. Se realizó cirugía conservadora en 165 casos, 101 CC y 64 SC. Posterior al emparejamiento se obtuvieron 53 pacientes operados CC y 53 SC. No se observaron diferencias significativas en la presencia de fuga aérea persistente (CC = 9,4%; SC = 11,3%, p 0,75), empiema (CC = 3,8%; SC = 0%, p 0,49), días con pleurotomía (CC = 9,1 ± 8,9; SC 10,1 ± 10,7, p 0,39, mediana 6 versus 6 días, respectivamente), ni días de estadía posoperatoria (CC = 10,4 ± 9,0; SC = 11,7 ± 11,9, p 0,22, mediana 7 versus 7 días, respectivamente). Conclusiones: La cirugía SC demostró resultados comparables a la técnica CC en el tratamiento quirúrgico conservador del QHP.


Background: The treatment of choice for Pulmonary Hydatid Cys (PHC) is surgical resection. There is currently controversy about the superiority of surgery with capitonage (SC) versus surgery without it (SWC). Aim: To compare the results of conservative surgery with capitonnage and versus surgery without capitonnage using Propensity Score Matching (PSM). Materials and Method: A retrospective analytical study was carried out with patients with PHC treated surgically at the Guillermo Grant Benavente Hospital, Concepción, Chile, between January-1995 and December-2018. A PSM was performed with a 1:1 ratio. Results: Conservative surgery was done in 165 cases, 101 SC and 64 SWC. After matching, 53 SC and 53 SWC operated patients were obtained. No significant differences were observed in the presence of persistent air leak (9.4% vs11.3%, SC vs SWC respectively, p 0.75), empyema (3.8% vs 0%, p 0.49), days with pleurotomy (9.1 ± 8.9 vs 10.1 ± 10.7, p 0.39), nor days of postoperative stay (10.4 ± 9.0 vs 11.7 ± 11.9, p 0.22). Conclusión: The SWC demonstrated comparable results to the SC technique in the conservative surgical treatment of PHC.


Subject(s)
Humans , Male , Female , Adult , Echinococcosis, Pulmonary/surgery , Echinococcosis, Pulmonary/complications , Echinococcosis, Pulmonary/diagnosis , Parasitic Diseases , Pulmonary Surgical Procedures , Thoracic Surgery , Retrospective Studies , Models, Statistical , Propensity Score , Lung Abscess/diagnosis , Lung Abscess/therapy , Lung Diseases
10.
Rev. Bras. Saúde Mater. Infant. (Online) ; 22(2): 247-255, Apr.-June 2022. tab, graf
Article in English | LILACS | ID: biblio-1387192

ABSTRACT

Abstract Objectives: to estimate the association between physical violence against women by their intimate partner during pregnancy and breastfeeding. Methods: the data source is the 2010 National Demographic and Health Survey (DHS) conducted in Colombia, and 11,416 mother-child dyads were analysed. The relationship between physical violence against women by their partner during pregnancy and breastfeeding indicators was carried out using the weighted propensity score from the Inverse Probability of Treatment Weighting (IPTW). Variables for adjustment were selected through the Directed Acyclic Diagram (DAG) and performed a sensitivity analysis to identify the strength of hidden bias. Results: according to the data, 6.4% (730) of the women suffered physical violence by their partner during their pregnancy. The median time of exclusive breastfeeding was 1.0 month. No statistically significant relationship was observed with any of the breastfeeding indicators analysed: exclusive breastfeeding (OR=1.17; CI95%=0.82-1.67); breastfeeding at any time (OR=1.61; CI95%=0.58-2.60); and initiation of breastfeeding (OR=1.07; CI95%=0.74-1.2) Conclusion: although the association between violence against women committed during pregnancy and breastfeeding indicators was not found, the suboptimal breastfeeding practices and high prevalence of violence against women by the partner are two major public health issues in Colombia. Prenatal care professionals can change this scenario by identifying women exposed to intimate partner violence and offering tailored support for breastfeeding practices.


Resumo Objetivos: estimar a associação entre a violência física contra a mulher durante a gravidez pelo parceiro íntimo e o aleitamento materno. Métodos: o estudo analisou os dados de 11.416 díades mãe-filho na Pesquisa Nacional de Demografa e Saúde (ENDS) realizada na Colômbia em 2010. Utilizou-se o escore de propensão com o Inverso da Probabilidade Ponderada do Tratamento (IPTW) para estimar o efeito da violência física contra a mulher pelo parceiro durante a gravidez e o aleitamento materno. Através de um Diagrama Acíclico Direcionado (DAG) foram selecionadas as variáveis para ajuste do modelo.Análise de sensibilidade foi realizada para identificar a presença de viés oculto. Resultados: segundo os dados analisados, 6,4% das mulheres sofreram violência física pelo parceiro durante a gravidez. O tempo mediano de aleitamento materno exclusivo foi de 1 mês. Não houve relação estatisticamente significante entre a violência física contra a mulher com os indicadores de aleitamento materno analisados: aleitamento materno exclusivo (OR= 1,17; IC95%= 0,82 - 1,67), aleitamento materno em algum momento (OR=1,61; IC95%= 0,58 - 2,60) e início do aleitamento materno (OR=1,07; IC95%= 0,74 - 1,2) Conclusão: embora não se tenha encontrado associação entre a violência física contra a mulher pelo parceiro durante a gravidez e o aleitamento materno, práticas insuficientes de aleitamento materno e a existência da violência contra a mulher pelo parceiro ainda permanecem como problemas de saúde pública na Colômbia. Os profissionais da assistência pré-natal podem mudar esse cenário, identificando mulheres expostas à violência praticada pelo parceiro íntimo e oferecendo suporte individualizado para as práticas de aleitamento materno.


Subject(s)
Humans , Female , Pregnancy , Breast Feeding/statistics & numerical data , Violence Against Women , Intimate Partner Violence/statistics & numerical data , Maternal Behavior , Mother-Child Relations , Risk Factors , Colombia , Propensity Score
11.
Int. braz. j. urol ; 48(1): 122-130, Jan.-Feb. 2022. tab, graf
Article in English | LILACS | ID: biblio-1356274

ABSTRACT

ABSTRACT Purpose: To analyze the association between obesity and urinary incontinence rate in men submitted to robot-assisted radical prostatectomy (RARP) in a high-volume cancer center. Materials and Methods: We reported 1.077 men who underwent RARP as the primary treatment for localized prostate cancer from 2013 to 2017. Patients were classified as non-obese (normal BMI or overweight) or obese men (BMI ≥30kg/m2). They were grouped according to the age, PSA level, D'Amico risk group, Gleason score, ASA classification, pathological stage, prostate volume, salvage/adjuvant radiotherapy, perioperative complications, and follow-up time. Urinary continence was defined as the use of no pads. For the analysis of long-term urinary continence recovery, we conducted a 1:1 propensity-score matching to control confounders. Results: Among the obese patients, mean BMI was 32.8kg/m2, ranging 30 - 45.7kg/m2. Only 2% was morbidly obese. Obese presented more comorbidities and larger prostates. Median follow-up time was 15 months for the obese. Complications classified as Clavien ≥3 were reported in 5.6% of the obese and in 4.4% of the non-obese men (p=0.423). Median time for continence recovery was 4 months in both groups. In this analysis, HR was 0.989 for urinary continence recovery in obese (95%CI=0.789 - 1.240; p=0.927). Conclusions: Obese can safely undergo RARP with similar continence outcomes comparing to the non-obese men when performed by surgeons with a standardized operative technique. Future studies should perform a subgroup analysis regarding the association of obesity with other comorbidities, intending to optimize patient counseling.


Subject(s)
Humans , Male , Prostatic Neoplasms/surgery , Prostatic Neoplasms/complications , Obesity, Morbid , Robotic Surgical Procedures/adverse effects , Prostate/surgery , Prostatectomy/adverse effects , Treatment Outcome , Recovery of Function , Propensity Score
12.
Journal of Experimental Hematology ; (6): 158-165, 2022.
Article in Chinese | WPRIM | ID: wpr-928686

ABSTRACT

OBJECTIVE@#To compare the clinical efficacy, survival, and prognosis of autologous hematopoietic stem cell transplantation (ASCT) with new drug chemotherapy in the treatment of newly diagnosed multiple myeloma (NDMM) in the new drug era.@*METHODS@#The clinical data of 149 patients with NDMM treated with new drug induction regimen in Union Hospital, Tongji Medical College, Huazhong University of Science and Technology from January 2012 to December 2019 were retrospectively analyzed. Twenty-four patients who received ASCT were in ASCT group, and 125 patients who did not receive ASCT were in non-ASCT group. The median follow-up time was 43 (1-90) months. The propensity score matching (PSM) method was used to balance confounding factors, then depth of response, overall survival (OS), and progression-free survival (PFS) between the two groups were compared and subgroup analysis was performed.@*RESULTS@#After matching, the covariates were balanced between the two groups. Fifty-one patients (15 cases in ASCT group and 36 cases in non-ASCT group) were included. ASCT patients had a better complete response (CR) rate than non-ASCT patients receiving maintenance therapy (93.3% vs 42.3%, P=0.004), while there were no statistical differences in deep response rate and overall response rate (ORR) between the two groups (93.3% vs 65.4%, P=0.103; 93.3% vs 96.2%, P=1.000). Before matching, the 3 and 5-year PFS rate and median PFS (mPFS) in ASCT group and non-ASCT group were [89.6% vs 66.5%, P=0.024; 69.8% vs 42.7%; non-response (NR) vs 51.0 months], and the 3 and 5-year OS rate and median OS (mOS) were (100% vs 70.6%, P=0.002; 92.3% vs 49.6%; NR vs 54.0 months). After matching, the 3 and 5-year PFS rate and mPFS in ASCT group and non-ASCT group were (83.6% vs 61.7%, P=0.182; 62.7% vs 45.7%; NR vs 51.0 months), the 3 and 5-year OS rate and mOS were (100% vs 65.6%, P=0.018; 88.9% vs 46.9%; NR vs 51.0 months). Subgroup analysis showed that patients with mSMART 3.0 high risk stratification, the 3-year PFS rate and mPFS in ASCT group and non-ASCT group were (83.3% vs 41.5%, P=0.091; NR vs 34.0 months), and the 3-year OS rate and mOS were (100% vs 41.5%, P=0.034; NR vs 34.0 months). Patients with mSMART 3.0 standard risk stratification, the 3-year PFS rate and OS rate in ASCT group and non-ASCT group were (83.3% vs 76.8%, P=0.672; 100% vs 87.2%, P=0.155). The 3-year PFS and OS rate in MM patients who achieved deep response within 3 months after transplantation compared with non-ASCT patients who achieved deep response after receiving maintenance therapy were (83.1% vs 56.7%, P=0.323; 100% vs 60.5%, P=0.042), and the 3-year PFS and OS rate in patients who achieved overall response in both groups were (83.1% vs 62.5%, P=0.433; 100% vs 68.1%, P=0.082). After matching, Cox multivariate regression analysis showed that mSMART 3.0 risk stratification and ASCT were independent prognostic factors for OS.@*CONCLUSION@#In the new drug era, ASCT can increase CR rate and prolong OS of NDMM patients. ASCT patients who are mSMART 3.0 high risk stratification or achieved deep response within 3 months after transplantation have better OS than non-ASCT patients receiving new drug chemotherapy. ASCT and mSMART 3.0 risk stratification are independent prognostic factors for OS in NDMM patients.


Subject(s)
Humans , Antineoplastic Combined Chemotherapy Protocols , Disease-Free Survival , Hematopoietic Stem Cell Transplantation , Multiple Myeloma/drug therapy , Pharmaceutical Preparations , Propensity Score , Retrospective Studies , Stem Cell Transplantation , Transplantation, Autologous , Treatment Outcome
13.
Chinese Journal of Contemporary Pediatrics ; (12): 514-520, 2022.
Article in Chinese | WPRIM | ID: wpr-928637

ABSTRACT

OBJECTIVES@#To study the effect of sex on the clinical outcome of extremely preterm infants (EPIs)/extremely low birth weight infants (ELBWIs) by propensity score matching.@*METHODS@#A retrospective analysis was performed for the medical data of 731 EPIs or ELBWIs who were admitted from January 1, 2011 to December 31, 2020. These infants were divided into two groups: male and female. A propensity score matching analysis was performed at a ratio of 1:1. The matching variables included gestational age, birth weight, percentage of withdrawal from active treatment, percentage of small-for-gestational-age infant, percentage of use of pulmonary surfactant, percentage of 1-minute Apgar score ≤3, percentage of mechanical ventilation, duration of mechanical ventilation, percentage of antenatal use of inadequate glucocorticoids, and percentage of hypertensive disorders in pregnancy. The two groups were compared in the incidence rate of main complications during hospitalization and the rate of survival at discharge.@*RESULTS@#Before matching, compared with the female group, the male group had significantly higher incidence rates of neonatal respiratory distress syndrome, bronchopulmonary dysplasia (BPD), severe intraventricular hemorrhage, periventricular leukomalacia, necrotizing enterocolitis, and patent ductus arteriosus (P<0.05), while after matching, the male group only had a significantly higher incidence rate of BPD than the female group (P<0.05). There was no significant difference in the rate of survival at discharge between the two groups before and after matching (P>0.05).@*CONCLUSIONS@#Male EPIs/ELBWIs have a higher risk of BPD than female EPIs/ELBWIs, but male and female EPIs/ELBWIs tend to have similar outcomes.


Subject(s)
Female , Humans , Infant , Infant, Newborn , Male , Pregnancy , Bronchopulmonary Dysplasia/etiology , Infant, Extremely Low Birth Weight , Infant, Extremely Premature , Propensity Score , Retrospective Studies , Sex Characteristics
14.
Asian Journal of Andrology ; (6): 305-310, 2022.
Article in English | WPRIM | ID: wpr-928535

ABSTRACT

To reduce treatment-related side effects in low-risk prostate cancer (PCa), both focal therapy and deferred treatments, including active surveillance (AS) and watchful waiting (WW), are worth considering over radical prostatectomy (RP). Therefore, this study aimed to compare long-term survival outcomes between focal therapy and AS/WW. Data were obtained and analyzed from the Surveillance, Epidemiology, and End Results (SEER) database. Patients with low-risk PCa who received focal therapy or AS/WW from 2010 to 2016 were included. Focal therapy included cryotherapy and laser ablation. Multivariate Cox proportional hazards models were used to compare overall mortality (OM) and cancer-specific mortality (CSM) between AS/WW and focal therapy, and propensity score matching (PSM) was performed to reduce the influence of bias and unmeasured confounders. A total of 19 292 patients with low-risk PCa were included in this study. In multivariate Cox proportional hazards model analysis, the risk of OM was higher in patients receiving focal therapy than those receiving AS/WW (hazard ratio [HR] = 1.35, 95% confidence interval [CI]: 1.02-1.79, P = 0.037), whereas no significant difference was found in CSM (HR = 0.98, 95% CI: 0.23-4.11, P = 0.977). After PSM, the OM and CSM of focal therapy and AS/WW showed no significant differences (HR = 1.26, 95% CI: 0.92-1.74, P = 0.149; and HR = 1.26, 95% CI: 0.24-6.51, P = 0.782, respectively). For patients with low-risk PCa, focal therapy was no match for AS/WW in decreasing OM, suggesting that AS/WW could bring more overall survival benefits.


Subject(s)
Humans , Male , Propensity Score , Proportional Hazards Models , Prostatectomy/methods , Prostatic Neoplasms/surgery , Watchful Waiting
15.
Chinese Journal of Surgery ; (12): 372-377, 2022.
Article in Chinese | WPRIM | ID: wpr-935613

ABSTRACT

Objective: To investigate the efficacy and safety of enhanced recovery after surgery (ERAS) in perioperative management of patients with gallbladder carcinoma. Methods: The data of the patients with gallbladder carcinoma admitted at Peking Union Medical College Hospital between January 2017 and December 2021 were analyzed retrospectively. There were 69 males(42.1%) and 95 females(57.9%),with age of (64.0±10.3) years(range:37 to 89 years). Patients were divided into ERAS group(n=53) and normal group(n=111) according to whether they were treated with ERAS measures during the perioperative period.The basic characteristics of the two groups were matched by propensity score matching,and then the perioperative information was compared between the two groups. Categorical variables were presented as absolute numbers or frequencies. Differences between study groups were analyzed using χ2 test, Fisher's exact test, t-test, or Mann-Whitney U test, as appropriate. Results: Each group had 45 patients after propensity score matching with well-balanced basic characteristics. There was no difference in basic characteristics, operation time,bleeding,complication,and hospitalization expenses between two groups(all P>0.05). Compared with the normal group,time of ambulation (M(IQR)) (1(1) day vs. 2(2) days;Z=-3.839,P<0.01),postoperative anal exhaust time (2(1) days vs. 3(1) days;Z=-3.013,P=0.003),feeding time(2(1) days vs. 2(1) days;Z=-3.647,P<0.01),postoperative (5(2) days vs. 7(4) days;Z=-3.984,P<0.01) and total(8(4) days vs. 13(6) days;Z=-3.605,P<0.01) hospitalization time were shorter in ERAS group. Postoperative complications occurred in 12 patients. According to the Clavien-Dindo classification,6,4,and 2 patients were classified as grade Ⅰ,Ⅱ,and Ⅲa,respectively. Conclusion: The ERAS measures is safe and effective for perioperative management of patients with gallbladder carcinoma, enhancing patient recovery and shortening hospitalization time without increasing complication or hospitalization cost.


Subject(s)
Adult , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , Enhanced Recovery After Surgery , Gallbladder Neoplasms/surgery , Length of Stay , Postoperative Complications , Propensity Score , Retrospective Studies , Treatment Outcome
16.
Chinese Journal of Surgery ; (12): 148-153, 2022.
Article in Chinese | WPRIM | ID: wpr-935593

ABSTRACT

Objective: To compare the short-term and long-term outcomes between robotic-assisted and laparoscopic-assisted radical right hemicolectomy in patients with adenocarcinoma of the right colon. Methods: Retrospective review of a prospectively collected database identified 288 right colon cancer patients who underwent either robotic-assisted (n=57) or laparoscopic-assisted right hemicolectomy (n=231) between October 2014 and October 2020 at Department of Gastrointestinal Surgery, the Affiliated Hospital of Qingdao University. There were 161 males and 127 females, aging (60.3±12.8) years (range: 17 to 86 years). After propensity score matching as 1∶4 between robotic-assisted and laparoscopic-assisted right hemicolectomy, there were 56 cases in robotic group and 176 cases in laparoscipic group. Perioperative outcomes and overall survival were compared between the two groups using t test, Wilcoxon rank sum test, χ2 test, Fisher exact test, Kaplan-Meier method and Log-rank test, respectively. Results: The total operative time was similar between the robotic and laparoscopic group ((206.9±60.7) minutes vs. (219.9±56.3) minutes, t=-1.477, P=0.141). Intraoperative bleeding was less in the robotic group (50 (20) ml vs. 50 (50) ml, Z=-4.591, P<0.01), while the number of lymph nodes retrieved was significantly higher (36.0±10.0 vs. 29.0±10.1, t=4.491, P<0.01). Patients in robotic group experienced significantly shorter hospital stay, shorter time to first flatus, and defecation (t: -2.888, -2.946, -2.328, all P<0.05). Moreover, the overall peri-operative complication rate was similar between robotic and laparoscopic group (17.9% vs. 22.7%, χ²=0.596,P=0.465). The 3-year overall survival were 92.9% and 87.9% respectively and the 3-year disease-free survival rates were 83.1% and 82.6% with no statistical significance between the robotic and laparoscopic group (P>0.05). Conclusions: Compared to laparoscopic-assisted right hemicolectomy, robot-assisted right hemicolectomy could improve some short-term clinical outcomes. The two procedures are both achieving comparable survival.


Subject(s)
Female , Humans , Male , Colectomy , Colonic Neoplasms/surgery , Laparoscopy , Prognosis , Propensity Score , Retrospective Studies , Robotic Surgical Procedures , Treatment Outcome
17.
Chinese Journal of Surgery ; (12): 79-83, 2022.
Article in Chinese | WPRIM | ID: wpr-935583

ABSTRACT

Objective: To compare the effects of preoperative neoadjuvant chemotherapy and postoperative adjuvant chemotherapy on the long-term survival of patients with radical resection for esophageal squamous cell carcinoma. Methods: Totally 1 082 patients with stage T3-4aN0-3M0 thoracic esophageal squamous cell carcinoma were recruited in this study who underwent radical resection at Department of Thoracic Surgery, Fourth Hospital, Hebei Medical University from January 2005 to January 2015. There were 798 males and 284 females, with a median age of 61 years (range: 37 to 86 years). There were 138 patients undergoing preoperative neoadjuvant chemotherapy, 392 patients postoperative adjuvant chemotherapy, and 552 patients surgery alone. The neoadjuvant chemotherapy group was used as the benchmark group to match the propensity score with the adjuvant chemotherapy group and the surgery-only group respectively at a ratio of 1∶3. A total of 7 covariates including tumor location, number of positive lymph nodes, tumor invasion depth, tumor differentiation degree, surgical procedure, vascular tumor thrombus and nerve invasion were included, and the caliper value was taken as 0.1. After matching, a total of 699 patients were included for the analysis, including 128 patients in the neoadjuvant chemotherapy group, 267 patients in the adjuvant chemotherapy group, and 304 patients in the surgery alone group. The Kaplan-Meier method was used to generate the survival curves which was tested by the Log-rank method for survival analysis. Results: After matching analysis, the 5-year overall survival rate was 41.5% in the neoadjuvant chemotherapy group with a median overall survival time of 43 months (95%CI: 27 to 59 months), 57.6% in the adjuvant chemotherapy group with a median overall survival time unreached, and 24.9% in the surgery alone group with a median overall survival time of 28 months (95%CI: 25 to 31 months) (χ²=60.475, P<0.01). For overall survival after matching, the adjuvant chemotherapy group was better than the neoadjuvant chemotherapy group (χ²=11.384, P=0.001), the neoadjuvant chemotherapy group was better than the surgery alone group (χ²=8.654, P=0.003), and the adjuvant chemotherapy group was better than surgery alone group (χ²=60.234, P<0.01). Conclusion: Both preoperative neoadjuvant chemotherapy and postoperative adjuvant chemotherapy can improve the long-term survival of patients with locally advanced esophageal squamous cell carcinoma undergoing radical resection, and the improvement effect of postoperative adjuvant chemotherapy is more obvious.


Subject(s)
Adult , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , Chemotherapy, Adjuvant , Esophageal Neoplasms/pathology , Esophageal Squamous Cell Carcinoma , Neoadjuvant Therapy , Neoplasm Staging , Prognosis , Propensity Score , Retrospective Studies , Survival Rate
18.
Chinese Journal of Epidemiology ; (12): 572-577, 2022.
Article in Chinese | WPRIM | ID: wpr-935429

ABSTRACT

Among kinds of methods for causal inference in observational studies, the propensity score (PS) method to control measured confounding is more widely used. PS method usually consists of two critical steps: first, estimating the propensity score, followed by calculating the causal parameters of interest by regression, weighting, matching, and stratification. Unlike the traditional dichotomous treatment, the generalized propensity scoring estimator used for continuous treatment has been proposed in recent years. Many methods have been developed to estimate the generalized propensity score or even estimate the balancing weight directly. This paper introduces the existing estimators from both the model-based and balance-based perspectives.


Subject(s)
Humans , Causality , Computer Simulation , Propensity Score , Research Design
19.
Chinese Journal of Hematology ; (12): 41-47, 2022.
Article in Chinese | WPRIM | ID: wpr-929528

ABSTRACT

Objective: We investigated the impact of MYC/BCL-2 protein co-expression on the prognosis of diffuse large B-cell lymphoma (DLBCL) patients and observed whether double expression (DE) remains an independent poor prognostic factor in DLBCL after the addition of therapeutic factors such as DA-EPOCH-R, central prophylaxis, and transplantation. Methods: Available pathological findings were retrospectively collected from 223 DLBCL patients at the Peking Union Medical College Hospital from 2015 to 2018. Seventy-five patients with high MYC/BCL-2 expression were categorized as the DE group. From the 148 non-DE patients, 75 DLBCL patients were selected as the control group, using a 1∶1 matching on propensity scores for age, international prognostic index score, treatment choice, and etc. The differences in overall survival (OS) and progression-free survival (PFS) between the two groups were compared. Results: The 3-year OS was (69.8±5.5) % for the DE group and (77.0±4.9) % for the non-DE group (P=0.225) , while the 3-year PFS was (60.7±5.8) % and (65.3±5.5) % , respectively (P=0.390) . Subgroup analysis in patients treated with the R-CHOP regimen revealed that for the DE and non-DE patients, the 3-year OS was (61.3±7.5) % and (77.2±5.6) % (P=0.027) , and the 3-year PFS was (52.1±7.5) % and (70.6±6.0) % (P=0.040) , respectively. Multivariate analysis showed that age, stage of Ann Arbor, COO staging, whether central prophylaxis was performed, and whether transplantation was performed were significant independent risk factors of the prognosis of DLBCL patients (P<0.05) . On the other hand, MYC/BCL-2 protein double expression was not significantly associated with prognostic outcomes. Conclusion: MYC/BCL-2 protein double expression was significantly associated with poor prognosis under R-CHOP regimen treatment, but the poor prognostic impact of DE on DLBCL was eliminated under intensive regimens such as DA-EPOCH-R and transplantation.


Subject(s)
Humans , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Doxorubicin/therapeutic use , Lymphoma, Large B-Cell, Diffuse/drug therapy , Prognosis , Propensity Score , Proto-Oncogene Proteins c-bcl-2 , Proto-Oncogene Proteins c-myc , Retrospective Studies , Rituximab/therapeutic use , Vincristine/therapeutic use
20.
Acta Medica Philippina ; : 96-107, 2022.
Article in English | WPRIM | ID: wpr-988658

ABSTRACT

Introduction@#Despite the growing popularity of utilizing observational studies for determining associations with public health implications, there is limited literature using them for examining and quantifying the effects of exposures or treatments: The study compared traditional regression with scoring approaches in estimating treatment effects considering the noted limitations in the dataset. @*Methods@#We conducted a secondary analysis of previously collected retrospective cohort data derived from maternal-neonatal dyads delivered prematurely in a tertiary hospital. Propensity scores (PS) were estimated using logistic and boosting regression. These scores were implemented into matching, stratification, and weighting models. The estimated measures of effect from traditional regression and PS-adjusted models were compared using certain metrics (i.e., the width of CI, SE, AIC, BIC). Sensitivity analysis was also performed. @*Results@#We included data from 562 patients (123 untreated and 439 treated). Both the estimated scores demonstrated satisfactory fit and reduction in the standardized differences between the groups. However, the logit-estimated scores had better prediction (AUC: 0.71 vs 0.66) and forecasting properties (Brier: 0.15 vs 0.17) than the boosting-estimated scores. All generated statistical models demonstrated a reduction in the occurrence of respiratory morbidity among preterm neonates exposed to a single-dose antenatal corticosteroid (ACS) (ORs ranged from 0.37 to 0.59). The estimated average treatment effects (ATE) and effect among those treated (ATET) from various models suggested a small benefit attributed to the single-dose ACS (ATEs range from -0.09 to -0.41; ATETs range from -0.07 to -0.17). @*Conclusion@#PS estimated using logistic regression performed better than those estimated using machine learning strategies. The matching model using the said scores demonstrated better fit and parsimony over conventional and propensity-adjusted models. Future studies are recommended to improve the application of these analytic techniques in real-world data.


Subject(s)
Propensity Score , Machine Learning , Logistic Models
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