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  • 11
    Online Resource
    Online Resource
    Cambridge University Press (CUP) ; 2019
    In:  Journal of Clinical and Translational Science Vol. 3, No. s1 ( 2019-03), p. 147-147
    In: Journal of Clinical and Translational Science, Cambridge University Press (CUP), Vol. 3, No. s1 ( 2019-03), p. 147-147
    Abstract: OBJECTIVES/SPECIFIC AIMS: Inpatient palliative care consultation (PCC) of terminally ill patients has been shown to improve patient’s understanding of their poor prognosis. In heart failure patients, PC improves transfer to hospice (or home with hospice) and decreases readmission rates. In patients with end-stage liver disease (ESLD), factors affecting having PCC has been studied, but the impact of PCC on ESLD readmissions has not been evaluated in a nationwide analysis in the US. In this study, among patients with ESLD, we evaluate the impact of inpatient PCC on 1) 30- and 90-day readmission rates, 2) hospital charges (cost) and length of stay (LOS) during subsequent 30- and 90- day readmission. METHODS/STUDY POPULATION: All ESLD hospitalizations within the first nine months of the National Readmissions Database (2010-2014) were used in this study, to allow up to 3 months to follow up. Frequencies and yearly trends of all-cause 30- and 90-days readmissions, and of PCC referral were computed. A propensity-based greedy-algorithm was used to match (1:1) patients with PCC to those without PCC (no-PCC), to create a pseudorandomized clinical study. Comparing PCC to no-PCC, generalized estimating equations were used to estimate the adjusted odds (AOR) of 30- and 90-day readmissions, and of cost and LOS during subsequent readmissions (SAS 9.4) RESULTS/ANTICIPATED RESULTS: In the United States, from January 1 st to September 30 th of years 2010-2014, there were 67,271 (approximating 150,396 patients) individual records of ESLD patients who survived index hospitalization. The average annual rate of PCC was 5.4%, which steadily increased from 3.84% to 6.50% over the years (p-trend 〈 0.0001). The average 30- and 90-day readmissions rate were respectively 34.9% and 52.3%, and both remained relatively unchanged over the years (p-trends: 0.1948 & 0.5277). After matching, index PCC was associated with 68% decreased odds for 30 day readmissions (AOR: 0.32[0.28-0.37], p-value 〈 0.0001). When subsequently readmitted within 30 days, previous PCC resulted in a 17% shorter stay (5.7- vs. 6.9- days, p-value:0.0014) and 30% decreased cost ($47,612 vs. $68,043, p-value: 〈 0.0001). Similarly, index PCC was associated with 74% decreased odds for 90 day readmissions (AOR: 0.26[0.24-0.29], p-value 〈 0.0001). With subsequently readmission within 90 days, previous PCC resulted in a 17% shorter stay (5.7- vs. 6.9- days, p-value:0.0013) and 30% decreased cost ($47,520 vs. $68,016, p-value: 〈 0.0001). DISCUSSION/SIGNIFICANCE OF IMPACT: Patients with ESLD who received PCC had a significantly lower rate of all-cause 30- and 90- day readmissions, and consumed fewer resources (hospital stay and cost) during subsequent readmissions. Although PCC resulted in a less futile use of health care resources, its adoption is still remarkably low among ESLD patients. Studies are needed to understand the barriers to PCC and to increase its use.
    Type of Medium: Online Resource
    ISSN: 2059-8661
    Language: English
    Publisher: Cambridge University Press (CUP)
    Publication Date: 2019
    detail.hit.zdb_id: 2898186-8
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  • 12
    Online Resource
    Online Resource
    Hellenic Society of Gastroenterology ; 2019
    In:  Annals of Gastroenterology ( 2019)
    In: Annals of Gastroenterology, Hellenic Society of Gastroenterology, ( 2019)
    Type of Medium: Online Resource
    ISSN: 1792-7463
    Language: Unknown
    Publisher: Hellenic Society of Gastroenterology
    Publication Date: 2019
    detail.hit.zdb_id: 2612979-6
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  • 13
    In: Journal of Palliative Medicine, Mary Ann Liebert Inc, Vol. 23, No. 1 ( 2020-01-01), p. 97-106
    Type of Medium: Online Resource
    ISSN: 1096-6218 , 1557-7740
    Language: English
    Publisher: Mary Ann Liebert Inc
    Publication Date: 2020
    detail.hit.zdb_id: 2030890-5
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  • 14
    Online Resource
    Online Resource
    AME Publishing Company ; 2021
    In:  Annals of Translational Medicine Vol. 9, No. 21 ( 2021-11), p. 1608-1608
    In: Annals of Translational Medicine, AME Publishing Company, Vol. 9, No. 21 ( 2021-11), p. 1608-1608
    Type of Medium: Online Resource
    ISSN: 2305-5839 , 2305-5847
    Language: Unknown
    Publisher: AME Publishing Company
    Publication Date: 2021
    detail.hit.zdb_id: 2893931-1
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  • 15
    Online Resource
    Online Resource
    Mary Ann Liebert Inc ; 2023
    In:  Cannabis and Cannabinoid Research Vol. 8, No. 3 ( 2023-06-01), p. 537-546
    In: Cannabis and Cannabinoid Research, Mary Ann Liebert Inc, Vol. 8, No. 3 ( 2023-06-01), p. 537-546
    Type of Medium: Online Resource
    ISSN: 2578-5125 , 2378-8763
    Language: English
    Publisher: Mary Ann Liebert Inc
    Publication Date: 2023
    detail.hit.zdb_id: 2867624-5
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  • 16
    Online Resource
    Online Resource
    Cambridge University Press (CUP) ; 2019
    In:  Journal of Clinical and Translational Science Vol. 3, No. s1 ( 2019-03), p. 33-34
    In: Journal of Clinical and Translational Science, Cambridge University Press (CUP), Vol. 3, No. s1 ( 2019-03), p. 33-34
    Abstract: OBJECTIVES/SPECIFIC AIMS: Clostridium Difficile Infection (CDI), a prevalent cause of diarrhea, is the most notorious hospital-acquired infection, resulting in an alarming mortality and health care utilization rates. Herein, we investigate the impact of cannabis use, which is gaining significant legalization for recreational use, on the risk of CDI. METHODS/STUDY POPULATION: We selected adult records (age ≥ 18 years) from the Nationwide Inpatient Sample 2014, and identified cannabis users and other clinical conditions using ICD-9-CM codes. With multivariate logistic modeling, we generated propensity scores for cannabis users and matched them to non-users in a 1:1 ratio (104,936:104,936). We then estimated the adjusted relative risk (aRR) for having CDI using conditional Possion regression models with generalized estimating equations [SAS 9.4]. RESULTS/ANTICIPATED RESULTS: Among the matched hospitalizations (n=209,872), cannabis usage was associated with a reduced incidence of CDI (505.8[464.7-550.6] vs. 694.9[645.8-747.70] per 100,000 hospitalizations), resulting in a 27% reduced risk of CDI (aRR:0.73[0.65-0.81] ; p-value: 〈 0.0001). Non-dependent and dependent cannabis users respectively had 22% and 78% reduced likelihood of CDI when compared to non-cannabis users (0.78[0.69-0.90] & 0.22[0.12-0.40]). Furthermore, dependent users had less risk of CDI compared to non-dependent users (0.28[0.16-0.51] ). Comparatively, abusive use of other substances like alcohol and tobacco was associated with increased risk for CDI (1.30[1.13-1.49] & 1.24[1.10-1.40]) DISCUSSION/SIGNIFICANCE OF IMPACT: Unlike alcohol and tobacco abuse which are associated with elevated risk for CDI, cannabis use, is related to a decreased risk of CDI amongst hospitalized patients. Further prospective and molecular mechanistic studies are required to elucidate how cannabis impacts CDI.
    Type of Medium: Online Resource
    ISSN: 2059-8661
    Language: English
    Publisher: Cambridge University Press (CUP)
    Publication Date: 2019
    detail.hit.zdb_id: 2898186-8
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  • 17
    Online Resource
    Online Resource
    Ovid Technologies (Wolters Kluwer Health) ; 2020
    In:  American Journal of Gastroenterology Vol. 115, No. 10 ( 2020-10), p. 1726-1727
    In: American Journal of Gastroenterology, Ovid Technologies (Wolters Kluwer Health), Vol. 115, No. 10 ( 2020-10), p. 1726-1727
    Type of Medium: Online Resource
    ISSN: 0002-9270 , 1572-0241
    RVK:
    Language: English
    Publisher: Ovid Technologies (Wolters Kluwer Health)
    Publication Date: 2020
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  • 18
    Online Resource
    Online Resource
    Elsevier BV ; 2019
    In:  Journal of the Academy of Nutrition and Dietetics Vol. 119, No. 12 ( 2019-12), p. 2069-2084
    In: Journal of the Academy of Nutrition and Dietetics, Elsevier BV, Vol. 119, No. 12 ( 2019-12), p. 2069-2084
    Type of Medium: Online Resource
    ISSN: 2212-2672
    Language: English
    Publisher: Elsevier BV
    Publication Date: 2019
    detail.hit.zdb_id: 2646137-7
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  • 19
    Online Resource
    Online Resource
    Springer Science and Business Media LLC ; 2021
    In:  Digestive Diseases and Sciences Vol. 66, No. 2 ( 2021-02), p. 424-433
    In: Digestive Diseases and Sciences, Springer Science and Business Media LLC, Vol. 66, No. 2 ( 2021-02), p. 424-433
    Type of Medium: Online Resource
    ISSN: 0163-2116 , 1573-2568
    Language: English
    Publisher: Springer Science and Business Media LLC
    Publication Date: 2021
    detail.hit.zdb_id: 2015102-0
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  • 20
    Online Resource
    Online Resource
    Cambridge University Press (CUP) ; 2019
    In:  Journal of Clinical and Translational Science Vol. 3, No. s1 ( 2019-03), p. 124-124
    In: Journal of Clinical and Translational Science, Cambridge University Press (CUP), Vol. 3, No. s1 ( 2019-03), p. 124-124
    Abstract: OBJECTIVES/SPECIFIC AIMS: Protein Energy Malnutrition (PEM) could compromise the body’s defense systems resulting in sepsis, which further depletes calorie stores. Among hospitalized patients, we investigate 1) the relationship between PEM and sepsis, 2) the impact of PEM on trends in mortality from sepsis, and 3) the influence of PEM on clinical outcomes of sepsis. METHODS/STUDY POPULATION: Using the 2014 Healthcare Cost and Utilization Project - Nationwide Inpatient Sample (NIS) patient’s discharge records, we identified patients with sepsis, PEM, and other clinical conditions with ICD-9-CM codes. After stratifying sepsis into two: uncomplicated (without shock) and complicated (with shock), we estimated the adjusted odds (aOR) of developing sepsis (total, uncomplicated and complicated) with PEM. Then, we selected hospitalizations with sepsis from 2007-2014 years of the HCUP-NIS, and calculated the trend in mortality from sepsis, stratified by PEM status, as an effect modifier. Finally, we matched PEM to no PEM (1:1) using a greedy algorithm-based propensity methodology and estimated the effect of having mortality, complicated sepsis and 10 other clinical outcomes and healthcare utilization (SAS 9.4). RESULTS/ANTICIPATED RESULTS: PEM was associated with higher odds for sepsis (aOR:3.97[3.89-4.05]), and complicated vs. uncomplicated sepsis (1.74[1.67-1.81] ). Although mortality in sepsis has been trending down from 2007-2014 (−1.19%/year, p-trend 〈 0.0001), the decrease was less pronounced among those with PEM vs. no-PEM (−0.86%/year vs. −1.29%/year, p-value 〈 0.0001). After propensity matching, PEM was associated with higher mortality (1.35[1.32-1.37]), cost ($160,724[159,517-161,940] vs. $86,650[85,931-87,375]), length of stay (14.76[14.68-14.84] vs. 8.49[8.45-8.56] days), and worse outcomes in general. DISCUSSION/SIGNIFICANCE OF IMPACT: PEM is a risk factor of sepsis and associated with poorer outcomes among septic patients. A concerted effort involving primary care physicians, nutritionists, nurses in identifying, preventing, and treatment of PEM in the community-dwelling individuals before hospitalization might mitigate against these devastating outcomes.
    Type of Medium: Online Resource
    ISSN: 2059-8661
    Language: English
    Publisher: Cambridge University Press (CUP)
    Publication Date: 2019
    detail.hit.zdb_id: 2898186-8
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