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  • 1
    In: Cell, Elsevier BV, Vol. 161, No. 7 ( 2015-06), p. 1681-1696
    Type of Medium: Online Resource
    ISSN: 0092-8674
    RVK:
    RVK:
    Language: English
    Publisher: Elsevier BV
    Publication Date: 2015
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    detail.hit.zdb_id: 2001951-8
    SSG: 12
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  • 2
    In: The Lancet Oncology, Elsevier BV, Vol. 20, No. 7 ( 2019-07), p. e378-e389
    Type of Medium: Online Resource
    ISSN: 1470-2045
    Language: English
    Publisher: Elsevier BV
    Publication Date: 2019
    detail.hit.zdb_id: 2049730-1
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  • 3
    In: Journal of Burn Care & Research, Oxford University Press (OUP), Vol. 44, No. 4 ( 2023-07-05), p. 969-981
    Abstract: Currently, the incorrect judgment of burn depth remains common even among experienced surgeons. Contributing to this problem are change in burn appearance throughout the first week requiring periodic evaluation until a confident diagnosis can be made. To overcome these issues, we investigated the feasibility of an artificial intelligence algorithm trained with multispectral images of burn injuries to predict burn depth rapidly and accurately, including burns of indeterminate depth. In a feasibility study, 406 multispectral images of burns were collected within 72 hours of injury and then serially for up to 7 days. Simultaneously, the subject’s clinician indicated whether the burn was of indeterminate depth. The final depth of burned regions within images were agreed upon by a panel of burn practitioners using biopsies and 21-day healing assessments as reference standards. We compared three convolutional neural network architectures and an ensemble in their capability to automatically highlight areas of nonhealing burn regions within images. The top algorithm was the ensemble with 81% sensitivity, 100% specificity, and 97% positive predictive value (PPV). Its sensitivity and PPV were found to increase in a sigmoid shape during the first week postburn, with the inflection point at day 2.5. Additionally, when burns were labeled as indeterminate, the algorithm’s sensitivity, specificity, PPV, and negative predictive value were: 70%, 100%, 97%, and 100%. These results suggest multispectral imaging combined with artificial intelligence is feasible for detecting nonhealing burn tissue and could play an important role in aiding the earlier diagnosis of indeterminate burns.
    Type of Medium: Online Resource
    ISSN: 1559-047X , 1559-0488
    Language: English
    Publisher: Oxford University Press (OUP)
    Publication Date: 2023
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  • 4
    In: npj Genomic Medicine, Springer Science and Business Media LLC, Vol. 2, No. 1 ( 2017-04-07)
    Abstract: Appreciation for genomic and immune heterogeneity in cancer has grown though the relationship of these factors to treatment response has not been thoroughly elucidated. To better understand this, we studied a large cohort of melanoma patients treated with targeted therapy or immune checkpoint blockade ( n  = 60). Heterogeneity in therapeutic responses via radiologic assessment was observed in the majority of patients. Synchronous melanoma metastases were analyzed via deep genomic and immune profiling, and revealed substantial genomic and immune heterogeneity in all patients studied, with considerable diversity in T cell frequency, and few shared T cell clones ( 〈 8% on average) across the cohort. Variables related to treatment response were identified via these approaches and through novel radiomic assessment. These data yield insight into differential therapeutic responses to targeted therapy and immune checkpoint blockade in melanoma, and have key translational implications in the age of precision medicine.
    Type of Medium: Online Resource
    ISSN: 2056-7944
    Language: English
    Publisher: Springer Science and Business Media LLC
    Publication Date: 2017
    detail.hit.zdb_id: 2813848-X
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  • 5
    In: Journal of Burn Care & Research, Oxford University Press (OUP), Vol. 43, No. 6 ( 2022-11-02), p. 1241-1259
    Abstract: Periodically, the American Burn Association (ABA) has convened a State of the Science meeting on various topics representing multiple disciplines within burn care and research. In 2021 at the request of the ABA President, meeting development was guided by the ABA’s Burn Science Advisory Panel (BSAP) and a subgroup of meeting chairs. The goal of the meeting was to produce both an evaluation of the current literature and ongoing studies, and to produce a research agenda and/or define subject matter-relevant next steps to advance the field(s). Members of the BSAP defined the topics to be addressed and subsequently solicited for nominations of expert speakers and topic leaders from the ABA’s Research Committee. Current background literature for each topic was compiled by the meeting chairs and the library then enhanced by the invited topic and breakout discussion leaders. The meeting was held in New Orleans, LA on November 2nd and 3rd and was formatted to allow for 12 different topics, each with two subtopics, to be addressed. Topic leaders provided a brief overview of each topic to approximately 100 attendees, followed by expert-lead breakout sessions for each topic that allowed for focused discussion among subject matter experts and interested participants. The breakout and topic group leaders worked with the participants to determine research needs and associated next steps including white papers, reviews and in some cases collaborative grant proposals. Here, summaries from each topic area will be presented to highlight the main foci of discussion and associated conclusions.
    Type of Medium: Online Resource
    ISSN: 1559-047X , 1559-0488
    Language: English
    Publisher: Oxford University Press (OUP)
    Publication Date: 2022
    detail.hit.zdb_id: 2071028-8
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  • 6
    In: BJS Open, Oxford University Press (OUP), Vol. 6, No. 1 ( 2022-01-06)
    Abstract: Postoperative acute kidney injury (AKI) is a common complication of major gastrointestinal surgery with an impact on short- and long-term survival. No validated system for risk stratification exists for this patient group. This study aimed to validate externally a prognostic model for AKI after major gastrointestinal surgery in two multicentre cohort studies. Methods The Outcomes After Kidney injury in Surgery (OAKS) prognostic model was developed to predict risk of AKI in the 7 days after surgery using six routine datapoints (age, sex, ASA grade, preoperative estimated glomerular filtration rate, planned open surgery and preoperative use of either an angiotensin-converting enzyme inhibitor or an angiotensin receptor blocker). Validation was performed within two independent cohorts: a prospective multicentre, international study (‘IMAGINE’) of patients undergoing elective colorectal surgery (2018); and a retrospective regional cohort study (‘Tayside’) in major abdominal surgery (2011–2015). Multivariable logistic regression was used to predict risk of AKI, with multiple imputation used to account for data missing at random. Prognostic accuracy was assessed for patients at high risk (greater than 20 per cent) of postoperative AKI. Results In the validation cohorts, 12.9 per cent of patients (661 of 5106) in IMAGINE and 14.7 per cent (106 of 719 patients) in Tayside developed 7-day postoperative AKI. Using the OAKS model, 558 patients (9.6 per cent) were classified as high risk. Less than 10 per cent of patients classified as low-risk developed AKI in either cohort (negative predictive value greater than 0.9). Upon external validation, the OAKS model retained an area under the receiver operating characteristic (AUC) curve of range 0.655–0.681 (Tayside 95 per cent c.i. 0.596 to 0.714; IMAGINE 95 per cent c.i. 0.659 to 0.703), sensitivity values range 0.323–0.352 (IMAGINE 95 per cent c.i. 0.281 to 0.368; Tayside 95 per cent c.i. 0.253 to 0.461), and specificity range 0.881–0.890 (Tayside 95 per cent c.i. 0.853 to 0.905; IMAGINE 95 per cent c.i. 0.881 to 0.899). Conclusion The OAKS prognostic model can identify patients who are not at high risk of postoperative AKI after gastrointestinal surgery with high specificity. Presented to Association of Surgeons in Training (ASiT) International Conference 2018 (Edinburgh, UK), European Society of Coloproctology (ESCP) International Conference 2018 (Nice, France), SARS (Society of Academic and Research Surgery) 2020 (Virtual, UK).
    Type of Medium: Online Resource
    ISSN: 2474-9842
    Language: English
    Publisher: Oxford University Press (OUP)
    Publication Date: 2022
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  • 7
    In: Journal of Burn Care & Research, Oxford University Press (OUP), Vol. 42, No. Supplement_1 ( 2021-04-01), p. S153-S154
    Abstract: Real-world data is observational data gathered outside of the experimental setting from diverse sources which is analyzed to produce real-world evidence. To better understand the impact of burn center treatment patterns, a national sample survey for real-world data sought to benchmark key burn center practice patterns, resource utilization, and clinical outcomes with national data contained within NBR version 8.0 (NBR). Methods A survey was developed by healthcare economists and burn specialists and administered to a representative sample of US burn centers. The survey collected information across several domains, including: burn center characteristics; patient characteristics including number of patients, and burn size and depth; aggregate number of types of procedures; and resource use such as autograft procedure time, length of stay (LOS), and dressing changes; and costs. Nuanced information was collected on care practices and patient outcomes for TBSA burns under 20%. Survey findings were aggregated by key outcomes (LOS, number of procedures, costs) nationally and regionally. Aggregated burn center data were also compared to the NBR to identify trends relative to current treatment patterns. Results Benchmarking survey results demonstrated shifts in burn center patient mix, with more severe cases being seen in the inpatient setting and less severe burns moving to the outpatient setting. Additionally, an overall reduction in the number of autograft procedures was observed compared to NBR, and time efficiencies improved as the intervention time per TBSA decreases with TBSA increases. Both nationally and regionally, an increase in costs were observed. Conclusions The results suggest resource use estimates from NBR version 8.0 may be higher than current practices, thus highlighting the importance of improved NBR reporting and further research on burn center standard of care practices. This study demonstrates significant variations in burn center characteristics, practice patterns, and resource utilization thus increasing our understanding of burn center operations and behavior.
    Type of Medium: Online Resource
    ISSN: 1559-047X , 1559-0488
    Language: English
    Publisher: Oxford University Press (OUP)
    Publication Date: 2021
    detail.hit.zdb_id: 2071028-8
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  • 8
    In: Journal of Burn Care & Research, Oxford University Press (OUP), Vol. 43, No. 1 ( 2022-01-05), p. 141-148
    Abstract: To better understand trends in burn treatment patterns related to definitive closure, this study sought to benchmark real-world survey data with national data contained within the National Burn Repository version 8.0 (NBR v8.0) across key burn center practice patterns, resource utilization, and clinical outcomes. A survey, administered to a representative sample of U.S. burn surgeons, collected information across several domains: burn center characteristics, patient characteristics including number of patients and burn size and depth, aggregate number of procedures, resource use such as autograft procedure time and dressing changes, and costs. Survey findings were aggregated by key outcomes (number of procedures, costs) nationally and regionally. Aggregated burn center data were also compared to the NBR to identify trends relative to current treatment patterns. Benchmarking survey results against the NBR v8.0 demonstrated shifts in burn center patient mix, with more severe cases being seen in the inpatient setting and less severe burns moving to the outpatient setting. An overall reduction in the number of autograft procedures was observed compared to NBR v8.0, and time efficiencies improved as the intervention time per TBSA decreases as TBSA increases. Both nationally and regionally, an increase in costs was observed. The results suggest resource use estimates from NBR v8.0 may be higher than current practices, thus highlighting the importance of improved and timely NBR reporting and further research on burn center standard of care practices. This study demonstrates significant variations in burn center characteristics, practice patterns, and resource utilization, thus increasing our understanding of burn center operations and behavior.
    Type of Medium: Online Resource
    ISSN: 1559-047X , 1559-0488
    Language: English
    Publisher: Oxford University Press (OUP)
    Publication Date: 2022
    detail.hit.zdb_id: 2071028-8
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  • 9
    In: Journal of Burn Care & Research, Oxford University Press (OUP), Vol. 41, No. Supplement_1 ( 2020-03-03), p. S3-S4
    Abstract: Autograft (AG) is the standard of care for treatment of severe burns. While AG provides effective wound closure (WC), the procedure creates a donor-site wound prone to dyspigmentation, infection, scarring, and pain. In a phase 1b trial, no deep partial-thickness (DPT) wound treated with a bioengineered regenerative skin construct (BRSC) required AG by Day 28 and WC at the BRSC site was achieved in 93% of patients by Month 3 (Holmes et al 2019). This phase 3 study evaluated the efficacy and safety of this BRSC in patients with DPT burns. Methods This phase 3 study (NCT03005106) enrolled patients aged ≥18 years with 3–49% total body surface area (TBSA) thermal burns on the torso or extremities. In each patient, two DPT areas (≤2,000 cm2 total) deemed comparable following excision were randomized to treatment with either cryopreserved BRSC or AG. Coprimary endpoints were 1) the difference in percent area of BRSC treatment site and AG treatment site autografted at 3 months and 2) the proportion of patients achieving durable WC of the BRSC treatment site without AG at 3 months. Safety assessments were performed in all patients. Efficacy was analyzed at 3 months and safety and scar follow-up continues to one year. Results A total of 71 patients were enrolled (mean [SD] age 44 [16] years; mean [SD] %TBSA 12.0 [8.4] ). By Month 3, 4.3% (SD 21.6%) of all BRSC-treated area required AG compared with an additional regrafting of 2.1% of all AG-treated area (total 102.1% SD 13.1%; P & lt; .0001). Three patients subsequently required AG at their BRSC site, 2 of whom also required it at their AG sites; Durable WC without autografting at the BRSC treatment site was achieved at Month 3 in 83% of patients compared with 86% of patients at the AG site. The most common BRSC-related adverse event (AE) was pruritus, occurring in 11 (15%) patients. All BRSC-related AEs were mild or moderate in severity. Conclusions This phase 3 study achieved both coprimary endpoints, including significant autograft sparing and durable WC in DPT burns. This BRSC may offer a new treatment for severe burns to reduce or eliminate the need for AG. Applicability of Research to Practice This BRSC has shown clinical benefit in patients with DPT thermal burns, potentially mitigating donor site morbidity. External Funding Stratatech, a Mallinckrodt Company; Funding and technical support for the Phase 3 clinical study were provided by the Biomedical Advanced Research and Development Authority (BARDA), under the Assistant Secretary for Preparedness and Response, within the U.S. Department of Health and Human Services, under Project BioShield Contract No. HHSO100201500027C.
    Type of Medium: Online Resource
    ISSN: 1559-047X , 1559-0488
    Language: English
    Publisher: Oxford University Press (OUP)
    Publication Date: 2020
    detail.hit.zdb_id: 2071028-8
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  • 10
    In: Journal of Burn Care & Research, Oxford University Press (OUP), Vol. 42, No. Supplement_1 ( 2021-04-01), p. S25-S26
    Abstract: Autograft (AG) is the standard of care for treatment of severe burns. While AG provides effective wound closure (WC), the procedure creates a donor site wound prone to pain and scarring. In a phase 1b trial, no deep partial-thickness (DPT) wound treated with a bioengineered allogeneic cellularized construct (BACC) required AG by Day 28 and WC at the BACC site was achieved in 93% of patients by Month (M) 3. This phase 3 study (NCT03005106) evaluated the efficacy and safety of this BACC in patients with DPT burns. Methods Enrolled patients were aged ≥18 years with 3–49% TBSA thermal burns on the torso or extremities. In each patient, two DPT areas (≤2,000 cm2 total) deemed comparable following excision were randomized to treatment with either cryopreserved BACC or AG. Coprimary endpoints were 1) the difference in percent area of BACC treatment site and AG treatment site autografted at M3 and 2) the proportion of patients achieving durable WC of the BACC treatment site without AG at M3. Ranked secondary endpoints were: 1) the difference between BACC and AG donor sites in average donor site pain intensity through Day 14; 2) the difference between BACC and AG donor site cosmesis at M3; and 3) the difference between BACC and AG treatment site cosmesis at M12. Safety assessments were performed in all patients through M12. Results Seventy-one patients were enrolled. By M3, there was a 96% reduction in mean percent area of BACC treatment sites that required AG, compared with AG treatment sites (4.3% vs 102.1%, respectively; P & lt;.0001). BACC treatment resulted in durable WC at M3 without AG in 92% (95% CI: 85.6, 98.8; 59/64) of patients for whom data was available. By M3, mean donor site Patient and Observer Scar Assessment Scale (POSAS) observer total score (±SD) was significantly lower (more like normal skin) for BACC donor sites compared with AG donor sites (6.3 ± 1.71 vs 16.3 ± 7.71; P & lt;.0001). At M12, mean POSAS observer total score (±SD) was 15.6 (± 8.34) for BACC treatment sites compared with 16.3 (± 9.41) for AG treatment sites (P=.4268). The most common BACC-related adverse event (AE) was pruritus, which occurred in 11 (15%) patients. All BACC-related AEs were mild or moderate in severity. Conclusions This phase 3 study achieved both coprimary endpoints, including significant autograft sparing and durable WC in DPT burns. Both donor site pain and donor site cosmesis were favorable outcomes of significantly reduced use of AG in BACC-treated patients. M12 POSAS for BACC did not differ significantly from AG. This BACC may offer a new treatment for severe burns to reduce or eliminate the need for AG. Applicability of Research to Practice This BACC has shown clinical benefit in patients with DPT thermal burns, potentially mitigating donor site morbidity. External Funding Stratatech, a Mallinckrodt Company; Funding and technical support for the Phase 3 clinical study were provided by the Biomedical Advanced Research and Development Authority (BARDA), under the Assistant Secretary for Preparedness and Response, within the U.S. Department of Health and Human Services, under Project BioShield Contract No. HHSO100201500027C.
    Type of Medium: Online Resource
    ISSN: 1559-047X , 1559-0488
    Language: English
    Publisher: Oxford University Press (OUP)
    Publication Date: 2021
    detail.hit.zdb_id: 2071028-8
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