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1.
J Am Pharm Assoc (2003) ; 64(2): 386-394.e10, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-37956768

RESUMEN

BACKGROUND: Chronic corticosteroid (CS) use is associated with complications, but estimates of the economic and clinical burden in patients with Crohn's disease (CD) are lacking. OBJECTIVE: To estimate the burden of chronic CS use in CD in the United States in terms of health care resource utilization (HRU), health care costs, and CS-related complications. METHODS: This was a retrospective study of adults with CD initiated on biologics or conventional therapies (index date). Patients from a deidentified insurance claims database (2004-2021) were classified as chronic CS users (>90 days of CS use) or nonchronic CS users based on a 12-month landmark period starting on the index date. Patient baseline characteristics were balanced, and outcomes (HRU, costs [2021 US dollars], and CS-related complications) 12 months after the landmark period were compared between CS groups using regressions with nonparametric bootstrap resampling to estimate confidence intervals and P values. RESULTS: Biologic initiators (mean age: 44 years, 55% female) included 3366 chronic and 3401 nonchronic CS users; conventional therapy initiators (mean age: 51 years, 59% female) included 3657 chronic and 3727 nonchronic CS users. Compared with nonchronic users, chronic users had significantly more inpatient days and outpatient visits (biologic initiators: 37% and 24% more, respectively; conventional therapy initiators: 36% and 17%, respectively; all P<0.05). Chronic users also had significantly higher mean all-cause total costs per-patient-per year (biologic: $72,967 vs. $63,100, mean cost difference [MCD] = $9867; conventional therapy: $40,144 vs. $26,426, MCD = $13,718; all P<0.001), as well as higher odds of infection (biologic: 14% higher; conventional therapy: 20% higher) and bone loss (63% and 41%, respectively) (all P<0.05). CONCLUSION: Chronic CS use in patients with CD is associated with a significant economic and clinical burden including higher HRU, health care costs, and prevalence of complications, suggesting unmet needs in the clinical management of this population.


Asunto(s)
Productos Biológicos , Costos de la Atención en Salud , Adulto , Humanos , Femenino , Estados Unidos , Persona de Mediana Edad , Masculino , Estudios Retrospectivos , Aceptación de la Atención de Salud , Corticoesteroides/uso terapéutico , Productos Biológicos/efectos adversos
2.
Am J Gastroenterol ; 118(2): 317-328, 2023 02 01.
Artículo en Inglés | MEDLINE | ID: mdl-36191274

RESUMEN

INTRODUCTION: We evaluated the real-world effectiveness and safety of ustekinumab (UST) in patients with Crohn's disease (CD). METHODS: This study used a retrospective, multicenter, multinational consortium of UST-treated CD patients. Data included patient demographics, disease phenotype, disease activity, treatment history, and concomitant medications. Cumulative rates of clinical, steroid-free, endoscopic, and radiographic remissions were assessed using time-to-event analysis, and clinical predictors were assessed by using multivariate Cox proportional hazard analyses. Serious infections and adverse events were defined as those requiring hospitalization or treatment discontinuation. RESULTS: A total of 1,113 patients (51.8% female, 90% prior antitumor necrosis factor exposure) were included, with a median follow-up of 386 days. Cumulative rates of clinical, steroid-free, endoscopic, and radiographic remissions at 12 months were 40%, 32%, 39%, and 30%, respectively. Biologic-naive patients achieved significantly higher rates of clinical and endoscopic remissions at 63% and 55%, respectively. On multivariable analyses, prior antitumor necrosis factor (hazard ratio, 0.72; 95% confidence interval, 0.49-0.99) and vedolizumab exposure (hazard ratio, 0.65; 95% confidence interval, 0.48-0.88) were independently associated with lower likelihoods of achieving endoscopic remission. In patients who experienced loss of remission, 77 of 102 (75%) underwent dose optimization, and 44 of 77 (57%) achieved clinical response. An additional 152 of 681 patients (22.3%) were dose-optimized because of primary nonresponse incomplete response to UST, of whom 40.1% (61 of 152) responded. Serious infections occurred in 3.4% of patients while other noninfectious adverse events (lymphoma [n = 1], arthralgia [n = 6], rash [n = 6], headache [n = 3], hepatitis [n = 3], hair loss [n = 3], neuropathy [n = 1], and vasculitis [n = 1]) occurred in 2.4% of patients. DISCUSSION: UST represents a safe and effective treatment option for CD, with 40% of patients from a highly refractory cohort achieving clinical remission by 12 months. The greatest treatment effect of UST was seen in biologic-naive patients, and dose escalation may recapture clinical response.


Asunto(s)
Productos Biológicos , Enfermedad de Crohn , Femenino , Humanos , Masculino , Ustekinumab/efectos adversos , Enfermedad de Crohn/tratamiento farmacológico , Estudios Retrospectivos , Inducción de Remisión , Resultado del Tratamiento , Necrosis/tratamiento farmacológico , Productos Biológicos/uso terapéutico
3.
Surg Endosc ; 37(1): 749-758, 2023 01.
Artículo en Inglés | MEDLINE | ID: mdl-35906459

RESUMEN

BACKGROUND: The role of laparoscopic-assisted natural orifice specimen extraction (LA-NOSE) colectomy in the treatment of left-sided colon cancer has not been well defined, and there remains confusion about how to conveniently exteriorize specimens through natural orifices. Therefore, we introduced a homemade invention, the Cai tube, to facilitate the extraction of specimens and compared the clinical outcomes of LA-NOSE with conventional laparoscopic (CL) colectomy for left-sided colon cancer. METHODS: From March 2015 to August 2017, patients with left-sided colon cancer were randomly divided into LA-NOSE and CL groups. Specimens were extracted through the anus with the help of a Cai tube (Patent Number: ZL201410168748.2) in the LA-NOSE group. The primary outcome measure was postoperative pain. Secondary outcomes were the duration of operation, postoperative recovery, surgical morbidity, pathological quality of the specimen, and long-term outcomes, including 3-year overall survival, disease-free survival, local recurrence, and overall recurrence. RESULTS: A total of 60 patients (30 per group) were recruited for this study. None of the patients required emergency conversion to conventional laparoscopic or open surgery during the operation. The postoperative maximum pain score was significantly lower in the LA-NOSE group (mean 2.5 vs. 5.1, P = 0.001), as was the additional analgesia requirement (mean 2/30 vs. 10/30, P = 0.021). Patients in the LA-NOSE group experienced a shorter first time to passage of flatus (mean 2.2 vs. 3.1 days, P = 0.026). All patients could control their defecation at 6 months after surgery. The comparison between the two groups showed no significant differences in the operative time, bleeding volume, postoperative hospital stay, surgical morbidity rates, number of lymph nodes harvested, or resection margin status. The mean follow-up was 48 months (range 7-59) and was similar in both groups. The results showed no differences in long-term outcomes between the two groups. CONCLUSION: In the treatment of left-sided colon cancer, compared with conventional laparoscopic colectomy, LA-NOSE colectomy using the Cai tube exhibited lower postoperative pain, shorter recovery of gastrointestinal function, and similar long-term outcomes. REGISTRATION NUMBER: ChiCTR-OOR-15007060 ( http://www.chictr.org.cn/ ).


Asunto(s)
Neoplasias del Colon , Laparoscopía , Cirugía Endoscópica por Orificios Naturales , Humanos , Estudios Prospectivos , Neoplasias del Colon/cirugía , Dolor Postoperatorio/etiología , Colectomía/métodos , Laparoscopía/métodos , Resultado del Tratamiento , Cirugía Endoscópica por Orificios Naturales/métodos
4.
BMC Gastroenterol ; 22(1): 545, 2022 Dec 29.
Artículo en Inglés | MEDLINE | ID: mdl-36581802

RESUMEN

BACKGROUND: Inflammatory bowel disease (IBD) is a chronic disease with the potential for significant morbidity in case of suboptimal treatment (e.g. low treatment adherence). In spite of immense research in IBD, literature on association of IBD with race/ethnicity is fragmented. In this study, we aimed to evaluate the association between race/ethnicity and treatment adherence and persistence among patients with Crohn's disease (CD) or ulcerative colitis (UC) initiated with biologic therapies. METHODS: This observational, retrospective study utilized the Optum Clinformatics (Optum) Extended Data Mart Socioeconomic Status (SES) database. Adult patients with ≥ 2 medical claims for CD or UC diagnosis, ≥ 1 medical or pharmacy claim for corresponding FDA-approved biologic therapy, and a ≥ 12-month pre-index (index date: date of the first biologic medical/pharmacy claim) continuous health plan enrollment were included. Treatment adherence was measured as the proportion of days covered of ≥ 80% and treatment persistence by the number of days from the index date to the biologics discontinuation date. Switching among biologics was allowed for both treatment adherence and treatment persistence. Multivariable regression analyses were performed to evaluate the association between race/ethnicity and treatment adherence/persistence. RESULTS: Among patients with CD (N = 1430) and UC (N = 1059) included, majority were White (CD: 80.3%, UC: 78.3%), followed by African Americans (AA; CD: 10.5%, UC: 9.7%). Among patients with CD, AA were significantly less likely to adhere to biologics (adjusted OR [95%CI]: 0.61 [0.38; 0.99]) and more likely to discontinue biologics earlier (adjusted HR [95%CI]: 1.52 [1.16; 2.0]) during the follow-up period compared to Whites, after adjusting for other patient sociodemographic and clinical characteristics. Among patients with UC, no significant differences in the treatment adherence/persistence were observed between different races/ethnicities. CONCLUSIONS: Patients with CD were found to display racial differences in the treatment adherence and persistence of biologics, with significantly lower adherence and earlier discontinuation in AA compared to Whites. Such differences were not observed in patients with UC. Future studies are warranted to understand the possible reasons for racial differences, particularly in patients with CD.


Asunto(s)
Productos Biológicos , Colitis Ulcerosa , Enfermedad de Crohn , Enfermedades Inflamatorias del Intestino , Adulto , Humanos , Estudios Retrospectivos , Enfermedades Inflamatorias del Intestino/tratamiento farmacológico , Colitis Ulcerosa/tratamiento farmacológico , Enfermedad de Crohn/tratamiento farmacológico , Factores Biológicos/uso terapéutico , Terapia Biológica , Productos Biológicos/uso terapéutico
5.
BMC Psychiatry ; 22(1): 128, 2022 02 17.
Artículo en Inglés | MEDLINE | ID: mdl-35177017

RESUMEN

BACKGROUND: A goal of China's 2012 National Mental Health Law is to improve access to services and decrease urban versus rural disparities in services. However, pre-reform data is needed for objective evaluation of these reforms' effectiveness. Accordingly, this study compares the pre-reform utilization of medical services for the treatment of schizophrenia in rural and urban communities in China. METHODS: In a large community-based study in four provinces representing 12% of China's population conducted from 2001 to 2005, we identified 326 individuals with schizophrenia (78 never treated). Comparing those living in urban (n = 86) versus rural (n = 240) contexts, we used adjusted Poisson regression models to assess the relationship of 'never treated' status with family-level factors (marital status, family income, and number of co-resident family members) and illness severity factors (age of onset, symptom severity and functional impairment). RESULTS: Despite similar impairments due to symptoms, rural patients were less likely to have received intensive mental health services (i.e., use psychiatric inpatient services), and appeared more likely to be 'never treated' or to only have received outpatient care. Among rural patients, only having more than four co-resident family members was independently associated with 'never-treated' status (RR = 0.34; 95% CI, 0.12-0.94; p = 0.039). Among urban patients, only older age of onset was independently associated with 'never-treated' status (RR = 1.06; 95% CI 1.02-1.10, p = 0.003). CONCLUSIONS: Identifying differential drivers of service utilization in urban and rural communities is needed before implementing policies to improve the utilization and equity of services and to define metrics of program success.


Asunto(s)
Población Rural , Esquizofrenia , China/epidemiología , Humanos , Renta , Estado Civil , Esquizofrenia/terapia
6.
Stroke ; 51(1): 149-153, 2020 01.
Artículo en Inglés | MEDLINE | ID: mdl-31679502

RESUMEN

Background and Purpose- Studies on the prevalence and risk factors of white matter lesions (WMLs) in Tibetans living at high altitudes are scarce. We conducted this study to determine the prevalence and risks of WMLs in Tibetan patients without or with nonacute stroke. Methods- We undertook a retrospective analysis of medical records of patients treated at the People's Hospital of Tibetan Autonomous Region and identified a total of 301 Tibetan patients without acute stroke. WML severity was graded by the Fazekas Scale. We assessed the overall and age-specific prevalence of WMLs and analyzed associations between WMLs and related factors with univariate and multivariate methods. Results- Of the 301 patients, 87 (28.9%) had peripheral vertigo, 83 (27.3%) had primary headache, 52 (17.3%) had a history of stroke, 36 (12.0%) had an anxiety disorder, 29 (9.6%) had epilepsy, 12 (4.0%) had infections of the central nervous system, and 3 (1.0%) had undetermined diseases. WMLs were present in 245 (81.4%) patients, and 54 (17.9%) were younger than 40 years. Univariate analysis showed that age, history of cerebral infarction, hypertension, the thickness of the common carotid artery intima, and plaque within the intracarotid artery were related risks for WMLs. Ordered logistic analysis showed that age, history of cerebral ischemic stroke, hypertension, male sex, and atrial fibrillation were associated with WML severity. Conclusions- Risk factors for WMLs appear similar for Tibetans residing at high altitudes and individuals living in the plains. Further investigations are needed to determine whether Tibetans residing at high altitudes have a higher burden of WMLs than inhabitants of the plains.


Asunto(s)
Infecciones del Sistema Nervioso Central , Cefalea , Vértigo , Sustancia Blanca/fisiología , Enfermedad Aguda , Adulto , Factores de Edad , Anciano , Infecciones del Sistema Nervioso Central/epidemiología , Infecciones del Sistema Nervioso Central/patología , Femenino , Cefalea/epidemiología , Cefalea/patología , Humanos , Masculino , Persona de Mediana Edad , Prevalencia , Estudios Retrospectivos , Factores de Riesgo , Accidente Cerebrovascular/epidemiología , Accidente Cerebrovascular/patología , Tibet/epidemiología , Vértigo/epidemiología , Vértigo/patología
7.
BMC Neurol ; 20(1): 380, 2020 Oct 21.
Artículo en Inglés | MEDLINE | ID: mdl-33087079

RESUMEN

BACKGROUND: Numerous studies on acute ischemic stroke (AIS) have been conducted at low-altitude regions, and the related findings have been used to guide clinical management. However, corresponding studies at high altitude are few. This study aimed to analyse the clinical characteristics of AIS patients at high-altitude regions through a hospital-based comparative study between Tibet and Beijing. METHODS: This study included the diagnoses of AIS patients from People's Hospital of Tibet Autonomous Region (PHOTAR) and Peking University First Hospital (PUFH) between 1 January 2014 and 31 December 2017, where data including patient demographics, treatment time, onset season, risk factors, infarction location, laboratory data, image examination results, treatments, and AIS subtype were collected and compared. Continuous and categorical variables were analysed with a two-sample t-test or Wilcoxon rank sum test and chi-square test, respectively. Significant risk factors were examined with binary logistic regression analysis. RESULTS: In total, 236 and 1021 inpatients from PHOTAR and PUFH were included, respectively. The PHOTAR patients were younger than the PUFH patients (P < 0.001). Young adult stroke, erythrocytosis, and hyperhomocysteinemia were more frequent in PHOTAR patients (all P < 0.001). Other vascular risk factors, including hypertension, diabetes mellitus, hyperlipidaemia, smoking and alcohol consumption history, were less prevalent in PHOTAR patients than in PUFH patients. The rate of intravenous thrombolysis and the rate of within intravenous thrombolysis window time were also lower in PHOTAR patients (both P < 0.001). The PHOTAR group also tended to have anterior circulation infarction. Erythrocytosis and hyperhomocysteinemia were independent risk factors in PHOTAR, and young adults accounted for a larger proportion of stroke cases. CONCLUSION: In Tibet, AIS patients were relatively younger, and anterior circulation infarctions were more common. Erythrocytosis and hyperhomocysteinemia may contribute to these differences. Here, young adult stroke also accounted for a higher proportion, and this may be associated with erythrocytosis. Our findings present the first hospital-based comparative study in Tibet and may contribute to policies for stroke prevention in this region.


Asunto(s)
Accidente Cerebrovascular Isquémico/epidemiología , Adulto , Anciano , Femenino , Hospitalización , Humanos , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Tibet/epidemiología
8.
Br J Cancer ; 119(9): 1106-1117, 2018 10.
Artículo en Inglés | MEDLINE | ID: mdl-30318519

RESUMEN

BACKGROUND: Adhesion-mediated activation of FAK/ERK signalling pathway, enabled by the formation of filopodial protrusions (FLP), has been shown to be an important event for triggering of dormancy-to-proliferation switch and metastatic outgrowth of breast cancer cells (BCC). We studied the role of actin-binding protein profilin1 (Pfn1) in these processes. METHODS: Quantitative immunohistochemistry (IHC) of BC tissue microarray (TMA) and survival analyses of curated transcriptome datasets of BC patients were performed to examine Pfn1's association with certain clinicopathological features. FLP formation and single cell outgrowth of BCC were assessed using a 3D matrigel culture that accurately predicts dormant vs metastatic outgrowth phenotypes of BCC in certain microenvironment. Gene expression studies were performed to identify potential biological pathways that are perturbed under Pfn1-depleted condition. RESULTS: Lower Pfn1 expression is correlated with lower nuclear grade of breast tumours and longer relapse-free survival of BC patients. Pfn1 depletion leads to defects in FLP and outgrowth of BCC but without impairing either FAK or ERK activation. Guided by transcriptome analyses, we further showed that Pfn1 depletion is associated with prominent SMAD3 upregulation. Although knockdown and overexpression experiments revealed that SMAD3 has an inhibitory effect on the outgrowth of breast cancer cells, SMAD3 knockdown alone was not sufficient to enhance the outgrowth potential of Pfn1-depleted BCC suggesting that other proliferation-regulatory pathways in conjunction with SMAD3 upregulation may underlie the outgrowth-deficient phenotype of BCC cells upon depletion of Pfn1. CONCLUSION: Overall, these data suggest that Pfn1 may be a novel biomarker for BC recurrence and a possible target to reduce metastatic outgrowth of BCC.


Asunto(s)
Neoplasias de la Mama/patología , Técnicas de Cultivo de Célula/métodos , Profilinas/deficiencia , Proteína smad3/genética , Regulación hacia Arriba , Neoplasias de la Mama/genética , Neoplasias de la Mama/metabolismo , Línea Celular Tumoral , Proliferación Celular , Femenino , Regulación Neoplásica de la Expresión Génica , Humanos , Clasificación del Tumor , Pronóstico , Transducción de Señal , Análisis de Supervivencia , Análisis de Matrices Tisulares , Microambiente Tumoral
9.
Oncology ; 94(3): 176-189, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-29306943

RESUMEN

OBJECTIVE: Twenty to fifty percent of estrogen receptor-positive (ER+) metastatic breast cancers express mutations within the ER ligand-binding domain. While most studies focused on the constitutive ER signaling activity commonly engendered by these mutations selected during estrogen deprivation therapy, our study was aimed at investigating distinctive phenotypes conferred by different mutations within this class. METHODS: We examined the two most prevalent mutations, D538G and Y537S, employing corroborative genome-edited and lentiviral-transduced ER+ T47D cell models. We used a luciferase-based reporter and endogenous phospho-ER immunoblot analysis to characterize the estrogen response of ER mutants and determined their resistance to known ER antagonists. RESULTS: Consistent with their selection during estrogen deprivation therapy, these mutants conferred constitutive ER activity. While Y537S mutants showed no estrogen dependence, D538G mutants demonstrated an enhanced estrogen-dependent response. Both mutations conferred resistance to ER antagonists that was overcome at higher doses acting specifically through their ER target. CONCLUSIONS: These observations provide a tenable hypothesis for how D538G ESR1-expressing clones can contribute to shorter progression-free survival observed in the exemestane arm of the BOLERO-2 study. Thus, in those patients with dominant D538G-expressing clones, longitudinal analysis for this mutation in circulating free DNA may prove beneficial for informing more optimal therapeutic regimens.


Asunto(s)
Neoplasias de la Mama/genética , Receptor alfa de Estrógeno/genética , Mutación/genética , Línea Celular Tumoral , Supervivencia sin Enfermedad , Resistencia a Antineoplásicos/genética , Estrógenos/genética , Femenino , Humanos , Fenotipo , Transducción de Señal/genética
10.
BMC Med Inform Decis Mak ; 17(Suppl 3): 167, 2017 12 20.
Artículo en Inglés | MEDLINE | ID: mdl-29297324

RESUMEN

BACKGROUND: Collaboration between humans and computers has become pervasive and ubiquitous, however current computer systems are limited in that they fail to address the emotional component. An accurate understanding of human emotions is necessary for these computers to trigger proper feedback. Among multiple emotional channels, physiological signals are synchronous with emotional responses; therefore, analyzing physiological changes is a recognized way to estimate human emotions. In this paper, a three-stage decision method is proposed to recognize four emotions based on physiological signals in the multi-subject context. Emotion detection is achieved by using a stage-divided strategy in which each stage deals with a fine-grained goal. METHODS: The decision method consists of three stages. During the training process, the initial stage transforms mixed training subjects to separate groups, thus eliminating the effect of individual differences. The second stage categorizes four emotions into two emotion pools in order to reduce recognition complexity. The third stage trains a classifier based on emotions in each emotion pool. During the testing process, a test case or test trial will be initially classified to a group followed by classification into an emotion pool in the second stage. An emotion will be assigned to the test trial in the final stage. In this paper we consider two different ways of allocating four emotions into two emotion pools. A comparative analysis is also carried out between the proposal and other methods. RESULTS: An average recognition accuracy of 77.57% was achieved on the recognition of four emotions with the best accuracy of 86.67% to recognize the positive and excited emotion. Using differing ways of allocating four emotions into two emotion pools, we found there is a difference in the effectiveness of a classifier on learning each emotion. When compared to other methods, the proposed method demonstrates a significant improvement in recognizing four emotions in the multi-subject context. CONCLUSIONS: The proposed three-stage decision method solves a crucial issue which is 'individual differences' in multi-subject emotion recognition and overcomes the suboptimal performance with respect to direct classification of multiple emotions. Our study supports the observation that the proposed method represents a promising methodology for recognizing multiple emotions in the multi-subject context.


Asunto(s)
Volumen Sanguíneo/fisiología , Técnicas de Apoyo para la Decisión , Electroencefalografía/métodos , Electromiografía/métodos , Electrooculografía/métodos , Emociones/fisiología , Expresión Facial , Respuesta Galvánica de la Piel/fisiología , Frecuencia Cardíaca/fisiología , Respiración , Temperatura Cutánea/fisiología , Percepción Social , Ondas Encefálicas/fisiología , Humanos
11.
Soc Psychiatry Psychiatr Epidemiol ; 50(10): 1501-9, 2015 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-26096300

RESUMEN

PURPOSE: While social integration among individuals with psychosis differs by social context, this has rarely been investigated across urban vs. rural settings. For individuals with psychosis, marriage may be a key component of social integration. This study aims to compare marriage outcomes for individuals with psychosis in urban vs. rural settings in China, where marriage has been almost universal among individuals without psychosis. METHODS: In a large community-based study in four provinces representing 12% of China's population, we identified 393 individuals with psychosis (112 never treated). We used adjusted Poisson regression models to compare marriage status for those living in urban (n = 96) vs. rural (n = 297) contexts. RESULTS: While urban and rural residents had similar impairments due to symptoms, urban female residents were 2.72 times more likely to be unmarried than their rural counterparts (95% CI 1.19-6.22, p < 0.0176). Stratified analyses indicated that this marital disadvantage occurred primarily among urban females with an earlier age of onset. No differences were found among males. CONCLUSIONS: Our findings indicate that urban contexts impeded opportunities for marriage for female individuals with psychosis. These data suggest that urban women with earlier age of onset have difficulty in marrying which may be related to economic expectations of women in urban areas. Research examining contextual mechanisms that affect marriage may further understanding of social integration in China and other contexts.


Asunto(s)
Estado Civil/estadística & datos numéricos , Trastornos Psicóticos/epidemiología , Población Rural/estadística & datos numéricos , Población Urbana/estadística & datos numéricos , Adulto , China/epidemiología , Femenino , Humanos , Masculino , Persona de Mediana Edad , Distribución de Poisson , Análisis de Regresión
12.
IEEE J Biomed Health Inform ; 28(8): 4925-4936, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-38656850

RESUMEN

Text content analysis for depression detection using machine learning techniques has become a prominent area of research. However, previous studies focused mainly on analyzing the textual content, neglecting the fundamental factors driving text generation. Consequently, existing models face the challenge of poor generalization to out-of-domain data as they struggle to capture the crucial features of depression. To address this, we propose a novel computational perspective of "stimulus-response patterns" that brings us closer to the essence of clinical diagnosis of depression. Adopting this computational perspective allows us to conceptually unify diverse datasets and generalize this perspective to common datasets in the field. We introduce the Stimulus-Response Patterns-aware Network (SRP-Net) as an exemplary approach within this computational perspective. To assess the performance of the SRP-Net, we constructed a multi-stimulus dataset and conducted experimental evaluations, demonstrating its exceptional cross-stimulus generalizability. Furthermore, we demonstrated the promising performance of SPR-Net in real medical scenarios and conducted an interpretability analysis of the stimulus-response patterns. Our research investigates the critical role of stimulus-response patterns in enhancing the generalizability of text-based depression detection models, which can potentially facilitate data-driven depression detection to approach the diagnostic accuracy of psychiatrists.


Asunto(s)
Depresión , Humanos , Depresión/diagnóstico , Femenino , Masculino , Aprendizaje Automático , Adulto , Bases de Datos Factuales , Persona de Mediana Edad , Minería de Datos/métodos
13.
Patient Prefer Adherence ; 18: 809-820, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38617809

RESUMEN

Purpose: To describe real-world persistence in bio-naïve and bio-experienced adults with ulcerative colitis (UC) treated with ustekinumab, a recently approved anti-interleukin 12/23 antibody, or adalimumab, an anti-TNF biologic. Methods: This is a descriptive, retrospective cohort study. Patients initiating ustekinumab or adalimumab (index date, between 10/21/2019 and 08/13/2021) were selected from the Komodo Health comprehensive dataset and stratified into bio-naïve and bio-experienced subgroups based on biologic use 12 months pre-index date. Endpoints evaluated at 12-months after maintenance phase start using Kaplan-Meier analysis included 1) persistence; 2) persistence while being corticosteroid-free (<14 consecutive days of corticosteroid supply after day 90 post-index); and, 3) persistence while on monotherapy (no immunomodulators/non-index biologics/advanced therapies). Results: Ustekinumab cohort included 778 patients (236 bio-naïve, 542 bio-experienced) and adalimumab cohort included 1693 patients (1517 bio-naive, 176 bio-experienced). At 12 months after maintenance phase start, 75.5% and 50.5% of bio-naïve patients persisted on ustekinumab and adalimumab and 72.3% and 56.9% of bio-experienced patients persisted on ustekinumab and adalimumab, respectively. Further, 55.1% and 38.2% of bio-naïve patients were persistent and corticosteroid-free with ustekinumab and adalimumab; 43.7% and 33.4% of bio-experienced patients were persistent and corticosteroid-free with ustekinumab and adalimumab, respectively. Moreover, 68.1% and 44.5% of bio-naïve patients were persistent and on monotherapy with ustekinumab and adalimumab; 61.6% and 47.9% of bio-experienced patients were persistent and on monotherapy with ustekinumab and adalimumab, respectively. Conclusion: At 12 months after maintenance phase start, patients with UC treated with ustekinumab had numerically higher persistence, including persistence while corticosteroid-free and persistence while on monotherapy, than patients treated with adalimumab.

14.
Int J Surg ; 110(3): 1402-1410, 2024 Mar 01.
Artículo en Inglés | MEDLINE | ID: mdl-38484259

RESUMEN

BACKGROUND: Natural orifice specimen extraction surgery (NOSES) is currently widely used in left-sided colorectal cancer. Some clinical comparative studies have been conducted, providing evidence of its safety and oncological benefits. However, these studies are typically characterized by small sample sizes and short postoperative follow-up periods. Consequently, in this research, the authors adopt the propensity score matching method to undertake a large-scale retrospective comparative study on NOSES colectomy for left-sided colorectal cancer, with the goal of further augmenting the body of evidence-based medical support for NOSES. METHODS: This retrospective study involved patients who underwent NOSES colectomy and conventional laparoscopic (CL) colectomy for left-sided colorectal cancer between January 2014 and April 2021. In the NOSES group, specimens were extracted through the anus with the help of a Cai tube (homemade invention: ZL201410168748.2). The patients were matched at a ratio of 1:1 according to age, sex, BMI, tumor diameter, tumor location (descending and splenic flexure colon/ sigmoid colon/ middle and upper rectum), tumor height from anal verge, ASA grade, previous abdominal surgery, clinical pathologic stage, preoperative CEA. After matching, 132 patients in the NOSES group and 132 patients in the CL group were eligible for analysis. RESULTS: Compared with CL group, NOSES group was associated with decreased postoperative maximum pain score (2.6±0.7 vs. 4.7±1.7, P=0.000), less additional analgesia required (6.8 vs. 34.8%, P=0.000), faster time to passage of flatus (2.3±0.6 days vs. 3.3±0.7 days, P=0.000), less wound infection (0.0 vs. 6.1%, P=0.007), and longer operative time (212.5±45.8 min vs. 178.0±43.4 min, P=0.000). No significant differences were observed in estimated blood loss, time to resume regular diet, postoperative hospital stay, conversion to open surgery or conventional minilaparotomy, total morbidity, readmission, mortality, pathologic outcomes, and Wexner incontinence score between groups. After a median follow-up of 63.0 months, the 5-year overall survival rates were 88.3 versus 85.0% (P=0.487), disease-free survival rates were 82.9 versus 83.6% (P=0.824), and the local recurrence rates were 4.4 versus 4.0% (P=0.667) in the NOSES and CL groups, respectively. CONCLUSIONS: This study suggests that NOSES colectomy using a Cai tube for left-sided colorectal cancer is a safe and feasible option with better cosmetic results, less pain, faster recovery of gastrointestinal function, and comparable long-term clinical and oncologic outcomes to CL colectomy.


Asunto(s)
Neoplasias Colorrectales , Laparoscopía , Humanos , Estudios Retrospectivos , Puntaje de Propensión , Laparoscopía/efectos adversos , Laparoscopía/métodos , Dolor Postoperatorio , Neoplasias Colorrectales/cirugía , Colectomía/efectos adversos , Colectomía/métodos , Resultado del Tratamiento
15.
J Manag Care Spec Pharm ; 30(2): 141-152, 2024 Feb 03.
Artículo en Inglés | MEDLINE | ID: mdl-38308626

RESUMEN

BACKGROUND: Chronic corticosteroid use is common in ulcerative colitis (UC); however, real-world evidence of its burden to the health care system is limited. OBJECTIVE: To quantify chronic corticosteroid use burden in UC. METHODS: Adults with UC initiated on targeted treatments (ie, biologics and advanced/small molecule therapies) or conventional therapy (index date) were selected from a deidentified US insurance claims database (January 1, 2004, to September 30, 2021). Targeted treatments and conventional therapy initiators were stratified into chronic (>90 days corticosteroid use 12 months post-index [landmark]) and nonchronic corticosteroid users. Patient characteristics 12 months pre-index were balanced with inverse probability of treatment weighting. Health care resource use, costs (US$ 2021), and corticosteroid-related complications were compared in the 12 months post-landmark. RESULTS: Targeted treatment initiators included 1,886 chronic and 1,911 nonchronic corticosteroid users; conventional therapy initiators included 4,980 chronic and 5,199 nonchronic users. Chronic vs nonchronic users had 94% more inpatient days and 16% more outpatient visits among targeted treatment initiators, and 135% more inpatient days and 30% more outpatient visits among conventional therapy initiators (all P < 0.01). Mean all-cause total costs per patient per year were $73,491 for chronic vs $58,884 for nonchronic users ($14,607 higher; P < 0.01) for targeted treatment initiators, and $39,335 for chronic vs $21,271 for nonchronic users ($18,065 higher; P < 0.01) for conventional therapy initiators. Odds of infection and bone loss were 14% and 113% higher, respectively, in chronic vs nonchronic users among targeted treatment initiators and 29% and 47% higher in chronic vs nonchronic users among conventional therapy initiators (all P < .01). CONCLUSIONS: The results of this study suggest that chronic corticosteroid use is associated with substantial clinical and economic burden and may indicate unmet needs in the management of UC progression.


Asunto(s)
Colitis Ulcerosa , Adulto , Humanos , Estados Unidos , Colitis Ulcerosa/tratamiento farmacológico , Estudios Retrospectivos , Corticoesteroides/uso terapéutico , Hospitalización , Costos de la Atención en Salud
16.
J Clin Oncol ; : JCO2301889, 2024 Apr 02.
Artículo en Inglés | MEDLINE | ID: mdl-38564700

RESUMEN

PURPOSE: The role of neoadjuvant chemotherapy (NAC) in colon cancer remains unclear. This trial investigated whether 3 months of modified infusional fluorouracil, leucovorin, and oxaliplatin (mFOLFOX6) or capecitabine and oxaliplatin (CAPOX) as NAC could improve outcomes in patients with locally advanced colon cancer versus upfront surgery. PATIENTS AND METHODS: OPTICAL was a randomized, phase III trial in patients with clinically staged locally advanced colon cancer (T3 with extramural spread into the mesocolic fat ≥5 mm or T4). Patients were randomly assigned 1:1 to receive six preoperative cycles of mFOLFOX6 or four cycles of CAPOX, followed by surgery and adjuvant chemotherapy (NAC group), or immediate surgery and the physician's choice of adjuvant chemotherapy (upfront surgery group). The primary end point was 3-year disease-free survival (DFS) assessed in the modified intention-to-treat (mITT) population. RESULTS: Between January 2016 and April 2021, of the 752 patients enrolled, 744 patients were included in the mITT analysis (371 in the NAC group; 373 in the upfront surgery group). At a median follow-up of 48.0 months (IQR, 46.0-50.1), 3-year DFS rates were 82.1% in the NAC group and 77.5% in the upfront surgery group (stratified hazard ratio [HR], 0.74 [95% CI, 0.54 to 1.03]). The R0 resection was achieved in 98% of patients who underwent surgery in both groups. Compared with upfront surgery, NAC resulted in a 7% pathologic complete response rate (pCR), significantly lower rates of advanced tumor staging (pT3-4: 77% v 94%), lymph node metastasis (pN1-2: 31% v 46%), and potentially improved overall survival (stratified HR, 0.44 [95% CI, 0.25 to 0.77]). CONCLUSION: NAC with mFOLFOX6 or CAPOX did not show a significant DFS benefit. However, this neoadjuvant approach was safe, resulted in substantial pathologic downstaging, and appears to be a viable therapeutic option for locally advanced colon cancer.

17.
Breast Cancer Res ; 15(3): 311, 2013 Jun 27.
Artículo en Inglés | MEDLINE | ID: mdl-23827010

RESUMEN

Proteins belonging to the profilin family of actin-binding proteins are considered to be important control elements for actin polymerization and have been linked to a broad spectrum of cellular functions, including cell migration. An intriguing paper recently published in Cancer Cell unveils differential effects of profilin-1 and profilin-2, the two major isoforms of profilin, on actin cytoskeletal regulation, motility, and invasion of breast cancer cells, and further establishes a mechanism underlying profilin-2's suppressive effect on breast cancer cell migration. This viewpoint discusses the implications of these findings in the context of how profilins might regulate breast cancer cell motility.


Asunto(s)
Citoesqueleto de Actina/metabolismo , Neoplasias de la Mama/genética , Profilinas/metabolismo , Citoesqueleto de Actina/patología , Neoplasias de la Mama/patología , Movimiento Celular/genética , Femenino , Humanos , Profilinas/genética , Unión Proteica
18.
Br J Psychiatry ; 203(3): 272-9, 2013 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-23258768

RESUMEN

BACKGROUND: Although outcomes among people with schizophrenia differ by social context, this has rarely been examined across rural v. urban settings. For individuals with schizophrenia, employment is widely recognised as a critical ingredient of social integration. AIMS: To compare employment for people with schizophrenia in rural v. urban settings in China. METHOD: In a large community-based study in four provinces representing 12% of China's population, we identified 393 people with schizophrenia (112 never treated). We used adjusted Poisson regression models to compare employment for those living in rural (n = 297) v. urban (n = 96) settings. RESULTS: Although rural and urban residents had similar impairments due to symptoms, rural residents were three times more likely to be employed (adjusted relative risk 3.27, 95% CI 2.11-5.07, P<0.001). CONCLUSIONS: People with schizophrenia have greater opportunities to use their capacities for productive work in rural than urban settings in China. Contextual mechanisms that may explain this result offer a useful focus for future research.


Asunto(s)
Empleo/estadística & datos numéricos , Esquizofrenia/epidemiología , Adulto , China/epidemiología , Femenino , Humanos , Masculino , Análisis de Regresión , Salud Rural/estadística & datos numéricos , Esquizofrenia/terapia , Salud Urbana/estadística & datos numéricos
19.
Proc Natl Acad Sci U S A ; 107(50): 21547-52, 2010 Dec 14.
Artículo en Inglés | MEDLINE | ID: mdl-21115820

RESUMEN

Profilin1, a ubiquitously expressed actin-binding protein, plays a critical role in cell migration through actin cytoskeletal regulation. Given the traditional view of profilin1 as a promigratory molecule, it is difficult to reconcile observations that profilin1 is down-regulated in various invasive adenocarcinomas and that reduced profilin1 expression actually confers increased motility to certain adenocarcinoma cells. In this study, we show that profilin1 negatively regulates lamellipodin targeting to the leading edge in MDA-MB-231 breast cancer cells and normal cells; profilin1 depletion increases lamellipodin concentration at the lamellipodial tip (where it binds Ena/VASP), and this mediates the hypermotility. We report that the molecular mechanism underlying profilin1's modulation of lamellipodin localization relates to phosphoinositide control. Specifically, we show that phosphoinositide binding of profilin1 inhibits the motility of MDA-MB-231 cells by negatively regulating PI(3,4)P(2) at the membrane and thereby limiting recruitment of lamellipodin [a PI(3,4)P(2)-binding protein] and Ena/VASP to the leading edge. In summary, this study uncovers a unique biological consequence of profilin1-phosphoinositide interaction, thus providing direct evidence of profilin1's regulation of cell migration independent of its actin-related activity.


Asunto(s)
Proteínas Portadoras/metabolismo , Movimiento Celular/fisiología , Proteínas de la Membrana/metabolismo , Fosfatidilinositoles/metabolismo , Profilinas/metabolismo , Proteínas Portadoras/genética , Moléculas de Adhesión Celular/metabolismo , Línea Celular Tumoral , Humanos , Proteínas de la Membrana/genética , Proteínas de Microfilamentos/metabolismo , Fosfoproteínas/metabolismo , Profilinas/genética
20.
Artículo en Inglés | MEDLINE | ID: mdl-36067098

RESUMEN

Depression is a common mental illness which has brought great harm to the individuals. With recent evidence that many objective physiological signals are associated with depression, automated detection of depression is urgent and important for the growing concern of mental illness. We investigate the problem of classifying depression by facial expressions, which may aid in online diagnosis and rehabilitation engineering of depression. In this work, We propose a weakly supervised learning approach employing multiple instance learning (MIL) on 150 videos data from 75 depressed and 75 healthy subjects. In addition, we present a novel MIL dual-stream aggregator that considers both the instance-level and the bag-level in order to emphasize the information with symptoms. Specifically, our method named ADDMIL uses max-pooling at the instance level to capture symptom information and further integrates the contribution of each instance at the bag level using attention weights. Our method achieves 74.7% accuracy and 74.5% recall on the collected dataset, which not only improves 10.1% accuracy and 9.8% recall over the baseline but also exceeds the best accuracy result of MIL-based method by 2.1%. Our work achieves results that are comparable to the state-of-the-art methods and demonstrates that multiple instance learning has great potential for depression classification. We present for the first time a weakly supervised learning approach in the detection of depression through raw facial expressions, which may provide a new framework for other psychiatric disorders detection methods.


Asunto(s)
Algoritmos , Expresión Facial , Humanos , Depresión/diagnóstico , Interpretación de Imagen Asistida por Computador/métodos , Recuerdo Mental
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