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OBJECTIVES: Meticulous inspection of the mucosa during colonoscopy, represents a lengthier withdrawal time, but has been shown to increase adenoma detection rate (ADR). We investigated if artificial intelligence-aided speed monitoring can improve suboptimal withdrawal time. METHODS: We evaluated the implementation of a computer-aided speed monitoring device during colonoscopy at a large academic endoscopy center. After informed consent, patients ≥18 years undergoing colonoscopy between 5 March and 29 April 2021 were examined without the use of the speedometer, and with the speedometer between 29 April and 30 June 2021. All colonoscopies were recorded, and withdrawal time was assessed based on the recordings in a blinded fashion. We compared mean withdrawal time, percentage of withdrawal time ≥6 min, and ADR with and without the speedometer. RESULTS: One hundred sixty-six patients in each group were eligible for analyses. Mean withdrawal time was 9 min and 6.6 s (95% CI: 8 min and 34.8 s to 9 min and 39 s) without the use of the speedometer, and 9 min and 9 s (95% CI: 8 min and 45 s to 9 min and 33.6 s) with the speedometer; difference 2.3 s (95% CI: -42.3-37.7, p = 0.91). The ADRs were 45.2% (95% CI: 37.6-52.8) without the speedometer as compared to 45.8% (95% CI: 38.2-53.4) with the speedometer (p = 0.91). The proportion of colonoscopies with withdrawal time ≥6 min without the speedometer was 85.5% (95% CI: 80.2-90.9) versus 86.7% (95% CI: 81.6-91.9) with the speedometer (p = 0.75). CONCLUSIONS: Use of speed monitoring during withdrawal did not increase withdrawal time or ADR in colonoscopy. CLINICALTRIALS.GOV IDENTIFIER: NCT04710251.
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Adenoma , Pólipos do Colo , Neoplasias Colorretais , Humanos , Adenoma/diagnóstico , Inteligência Artificial , Colonoscopia , Neoplasias Colorretais/diagnóstico , Fatores de Tempo , AdultoRESUMO
BACKGROUND: Age greater than 65 years is a well-defined risk factor for increased mortality in patients with non-variceal upper gastrointestinal bleeding (NVGIB). Endoscopy is indicated in most patients at any age but presents unique risks in the elderly cohort, and ideal timing is unclear. This study examined the association between outcomes and early (within 24 h) esophagogastroduodenoscopy (EGD) among elderly patients with NVGIB. METHODS: All patients over age 65 admitted primarily for NVGIB who underwent EGD were included from the National Inpatient Sample 2016-2017. Clinical outcomes stratified by early EGD versus late EGD were compared after adjustment for comorbidities and bleeding severity using inverse probability of treatment weighting with survey-adjusted linear and logistic regression. RESULTS: Out of estimated 625,530 admissions with a primary diagnosis of NVGIB, 120,835 met eligibility criteria; 24,830 underwent early EGD. Mean length of stay and total charges decreased by 1.17 days (95%CI 1.04-1.30, P < 0.001) and $5717.24 (95%CI 4034.57-7399.91, P < 0.001), respectively, in the early EGD group. Early EGD increased the odds ratio of death 1.32 (95%CI 1.06-1.64, P 0.01) and transfer to other hospitals 1.48 (95%CI 1.22-1.81, P < 0.001). No change was seen in the requirement for surgery or angiography. Rates of discharge to a nursing facility or home health were similar. CONCLUSION: In a comprehensive cohort of geriatric patients with NVGIB, early EGD is associated with decreased hospital stay and charges, but also with increased mortality and inter-hospital transfer. Further research is needed to determine the optimal management of this vulnerable population.
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Hemorragia Gastrointestinal , Pacientes Internados , Idoso , Endoscopia Gastrointestinal/efeitos adversos , Hemorragia Gastrointestinal/diagnóstico , Hemorragia Gastrointestinal/etiologia , Hemorragia Gastrointestinal/terapia , Hospitalização , Humanos , Tempo de InternaçãoRESUMO
INTRODUCTION: To evaluate compliance with confidentiality and conflicts of interest (COI) in tweets sharing gastrointestinal (GI) endoscopy videos/images. METHODS: Physicians' tweets containing GI endoscopy videos/images were assessed for confidentiality and COI compliance. RESULTS: Identifiable details in tweets included procedure date (17.9%), date of birth (0.8%), and patient's face visible (0.5%). Ninety-five tweets (10%) mentioned the name/brand of a medical device. Of the 19 posted by US physicians, 7 came from physicians who had received payments from the device manufacturer. None of these physicians disclosed relevant COI. DISCUSSION: GI endoscopy tweets describing clinical cases or procedures may insufficiently address issues of confidentiality and COI.
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Confidencialidade , Conflito de Interesses , Endoscopia do Sistema Digestório , Mídias Sociais , Revelação , Gastroenterologistas , HumanosRESUMO
OBJECTIVE: Despite being the most common healthcare-related infection in the US, nationwide data on readmission, healthcare consumption, and mortality in Clostridioides difficile infection (CDI) remain limited. We examined these outcomes in a US-based cohort of patients with CDI. METHODS: We queried the 2017 Nationwide Readmission Database using ICD-10-CM codes to identify all adult patients admitted with a principal diagnosis of CDI. Primary outcomes were 30- and 90-day readmission rates. Secondary outcomes included mortality rates and healthcare consumption. RESULTS: Of the 83,865 patients discharged from an index hospitalization for CDI, 22.37% were readmitted within 30 days, and an additional 15.01% were readmitted within 90 days. Recurrent CDI was responsible for more than 30% of readmissions at both 30 and 90 days. Compared to the index hospitalization, readmissions were characterized by higher mortality (1.41% index vs. 4.86% 30-day vs. 4.40% 90-day) and increased hospital length of stay and charges. Medicaid insurance (HR 1.16), cirrhosis (HR 1.31), Type 1 diabetes mellitus (HR 1.38), and end-stage renal disease (HR 1.36) were independently associated with 30-day readmission (all p < 0.01), with similar findings in 90-day readmissions. CONCLUSIONS: In a large cohort of patients hospitalized for CDI, we found that approximately 1 in 5 were readmitted within 30-days, and more than 1 in 3 within 90-days. Readmission was characterized by increased mortality and greater healthcare consumption. Additionally, we found independent associations for readmission that may help identify patients at high-risk. Prospective investigation is needed to identify means to reduce the healthcare consumption and mortality in CDI.
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Infecções por Clostridium , Readmissão do Paciente , Clostridioides , Infecções por Clostridium/epidemiologia , Infecções por Clostridium/terapia , Estudos de Coortes , Atenção à Saúde , Hospitalização , Humanos , Estudos Prospectivos , Estudos Retrospectivos , Fatores de Risco , Estados Unidos/epidemiologiaRESUMO
BACKGROUND: Owning to colorectal cancer's (CRC) high mortality, multiple societies developed screening guidelines. AIMS: We aimed to assess the overall quality of CRC screening guidelines. METHODS: A systematic search was performed to review CRC screening guidelines for conflicts of interest (COI), recommendation quality and strength, external document review, use of patient representative, and recommendation age-as per Institute of Medicine (IOM) standards. In addition, recommendations were compared between guidelines/societies. Statistical analysis was conducted using R. RESULTS: Twelve manuscripts were included in final analysis. Not all guidelines reported on COI, provided a grading method, underwent external review, or included patient representation. 14.5%, 34.2%, and 51.3% of recommendations were based on high-, moderate-, and low-quality evidence, respectively. 27.8%, 54.6%, and 17.5% of recommendations were strong, weak/conditional, and did not provide a strength, respectively. The proportion of high-quality evidence and strong recommendations did not significantly differ across societies, nor were significant associations between publication year and evidence quality seen (P = 0.4). CONCLUSIONS: While the majority of the CRC guidelines contain aspects of the standards set forth by the IOM, there is an overall lack of adherence. As over 85% of recommendations are based on low-moderate quality evidence, further studies on CRC screening are warranted to improve the overall quality of evidence.
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Neoplasias Colorretais/diagnóstico , Detecção Precoce de Câncer/normas , Medicina Baseada em Evidências/normas , Guias de Prática Clínica como Assunto/normas , Humanos , Valor Preditivo dos Testes , Reprodutibilidade dos TestesRESUMO
Artificial intelligence (AI) technologies in clinical medicine have become the subject of intensive investigative efforts and popular attention. In domains ranging from pathology to radiology, AI has demonstrated the potential to improve clinical performance and efficiency. In gastroenterology, AI has been applied on multiple fronts, with particular progress seen in the areas of computer-aided polyp detection (CADe) and computer-aided polyp diagnosis (CADx), to assist gastroenterologists during colonoscopy. As clinical evidence accrues for CADe and CADx, our attention must also turn toward the unique challenges that this new wave of technologies represent for the U.S. Food and Drug Administration and other regulatory agencies, who are tasked with protecting public health by ensuring the safety of medical devices. In this review, we describe the current regulatory pathways for AI tools in gastroenterology and the expected evolution of these pathways.
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Inteligência Artificial , Gastroenterologia , Colonoscopia , Diagnóstico por Computador , HumanosRESUMO
Distal stent migration leading to duodenal perforation is an uncommon complication of endoscopic biliary plastic stent placement. We present a case in which a patient with a migrated biliary plastic stent that perforated through the duodenum was managed expectantly until a duodenocolic fistula formed prior to endoscopic removal.
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Artificial intelligence (AI) is a quickly expanding field in gastrointestinal endoscopy. Although there are a myriad of applications of AI ranging from identification of bleeding to predicting outcomes in patients with inflammatory bowel disease, a great deal of research has focused on the identification and classification of gastrointestinal malignancies. Several of the initial randomized, prospective trials utilizing AI in clinical medicine have centered on polyp detection during screening colonoscopy. In addition to work focused on colorectal cancer, AI systems have also been applied to gastric, esophageal, pancreatic, and liver cancers. Despite promising results in initial studies, the generalizability of most of these AI systems have not yet been evaluated. In this article we review recent developments in the field of AI applied to gastrointestinal oncology.
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Merkel cell carcinoma (MCC) is a rare but highly aggressive cutaneous neuroendocrine carcinoma, associated with the Merkel cell polyomavirus (MCPyV) in 80% of cases. To define the genetic basis of MCCs, we performed exome sequencing of 49 MCCs. We show that MCPyV-negative MCCs have a high mutation burden (median of 1121 somatic single nucleotide variants (SSNVs) per-exome with frequent mutations in RB1 and TP53 and additional damaging mutations in genes in the chromatin modification (ASXL1, MLL2, and MLL3), JNK (MAP3K1 and TRAF7), and DNA-damage pathways (ATM, MSH2, and BRCA1). In contrast, MCPyV-positive MCCs harbor few SSNVs (median of 12.5 SSNVs/tumor) with none in the genes listed above. In both subgroups, there are rare cancer-promoting mutations predicted to activate the PI3K pathway (HRAS, KRAS, PIK3CA, PTEN, and TSC1) and to inactivate the Notch pathway (Notch1 and Notch2). TP53 mutations appear to be clinically relevant in virus-negative MCCs as 37% of these tumors harbor potentially targetable gain-of-function mutations in TP53 at p.R248 and p.P278. Moreover, TP53 mutational status predicts death in early stage MCC (5-year survival in TP53 mutant vs wild-type stage I and II MCCs is 20% vs. 92%, respectively; P = 0.0036). Lastly, we identified the tumor neoantigens in MCPyV-negative and MCPyV-positive MCCs. We found that virus-negative MCCs harbor more tumor neoantigens than melanomas or non-small cell lung cancers (median of 173, 65, and 111 neoantigens/sample, respectively), two cancers for which immune checkpoint blockade can produce durable clinical responses. Collectively, these data support the use of immunotherapies for virus-negative MCCs.
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Biomarcadores Tumorais/genética , Carcinoma de Célula de Merkel/genética , Poliomavírus das Células de Merkel/imunologia , Mutação/genética , Neoplasias Cutâneas/genética , Infecções Tumorais por Vírus/genética , Carcinoma de Célula de Merkel/imunologia , Carcinoma de Célula de Merkel/virologia , Exoma/genética , Genes Supressores de Tumor , Humanos , Imunoterapia , Oncogenes/genética , RNA Mensageiro/genética , Reação em Cadeia da Polimerase em Tempo Real , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Neoplasias Cutâneas/imunologia , Neoplasias Cutâneas/virologia , Infecções Tumorais por Vírus/imunologia , Infecções Tumorais por Vírus/virologiaRESUMO
Cutaneous T cell lymphoma (CTCL) is a non-Hodgkin lymphoma of skin-homing T lymphocytes. We performed exome and whole-genome DNA sequencing and RNA sequencing on purified CTCL and matched normal cells. The results implicate mutations in 17 genes in CTCL pathogenesis, including genes involved in T cell activation and apoptosis, NF-κB signaling, chromatin remodeling and DNA damage response. CTCL is distinctive in that somatic copy number variants (SCNVs) comprise 92% of all driver mutations (mean of 11.8 pathogenic SCNVs versus 1.0 somatic single-nucleotide variant per CTCL). These findings have implications for new therapeutics.
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Linfoma Cutâneo de Células T/genética , Neoplasias Cutâneas/genética , Variações do Número de Cópias de DNA , Análise Mutacional de DNA , Exoma , Expressão Gênica , Frequência do Gene , Estudos de Associação Genética , Genômica , Humanos , Linfoma Cutâneo de Células T/metabolismo , Mutação de Sentido Incorreto , Polimorfismo de Nucleotídeo Único , Células Tumorais CultivadasRESUMO
The ability of injured axons to regenerate declines with age, yet the mechanisms that regulate axon regeneration in response to age are not known. Here we show that axon regeneration in aging C. elegans motor neurons is inhibited by the conserved insulin/IGF1 receptor DAF-2. DAF-2's function in regeneration is mediated by intrinsic neuronal activity of the forkhead transcription factor DAF-16/FOXO. DAF-16 regulates regeneration independently of lifespan, indicating that neuronal aging is an intrinsic, neuron-specific, and genetically regulated process. In addition, we found that DAF-18/PTEN inhibits regeneration independently of age and FOXO signaling via the TOR pathway. Finally, DLK-1, a conserved regulator of regeneration, is downregulated by insulin/IGF1 signaling, bound by DAF-16 in neurons, and required for both DAF-16- and DAF-18-mediated regeneration. Together, our data establish that insulin signaling specifically inhibits regeneration in aging adult neurons and that this mechanism is independent of PTEN and TOR.