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Alnahhal KI, Tedesco A, Khan ZZ, Irshad A, Salehi P. Median Arcuate Ligament Syndrome: Comparing the Safety of Open and Laparoscopic Management in a Large Cohort. Ann Vasc Surg 2023; 96:215-222. [PMID: 37120073 DOI: 10.1016/j.avsg.2023.04.021] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Revised: 04/12/2023] [Accepted: 04/16/2023] [Indexed: 05/01/2023]
Abstract
BACKGROUND Open surgery has been the traditional approach for Median Arcuate Ligament Syndrome (MALS) management. However, there has been a recent rise in laparoscopic management for MALS. In this study we used a large-scale database to compare perioperative complications between open and laparoscopic approaches for MALS. METHODS Using the National Inpatient Sampling database, we identified all patients surgically treated for MALS between 2008 and 2018 through conventional open and laparoscopic approaches. International Classification of Diseases (ICD)-9 and ICD-10 codes were used to identify patients and their specific surgical interventions. Statistical analyses were conducted to compare the perioperative complications between the 2 MALS surgical approaches, as well as and length of hospital stays and total charges. The complications include postoperative bleeding, accidental operative laceration/puncture, surgical wound infection, ileus, hemothorax/pneumothorax, and cardiac and respiratory complications. RESULTS A total of 630 patients were identified: 487 (77.3%) patients underwent open surgery while 143 (22.7%) patients underwent laparoscopic decompression. The majority of the study population consisted of female patients (74.8%) with a mean age of 40.6 ± 19 years. Patients who underwent laparoscopic decompression had significantly less all-cause perioperative complications compared to their open surgery counterparts (0.7% vs. 9.9%; P = 0.001). Additionally, prolonged hospitalization was noted in the open group compared to the laparoscopic 1 (5.8 days vs. 3.5; P < 0.001, respectively) with a significantly higher mean of total hospital charges ($70,095.8 vs. 56,113.5; P = 0.016). CONCLUSIONS Laparoscopic management of MALS has significantly less perioperative complications than open surgical decompression with shorter hospitalization and lower total charges. Given that, laparoscopic technique could be a safe option in treating select MALS patients.
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Affiliation(s)
- Khaled I Alnahhal
- Division of Vascular Surgery, Cardiovascular Center, Tufts Medical Center; Boston, MA
| | | | - Zara Z Khan
- Tufts University School of Medicine; Boston, MA
| | - Ali Irshad
- Vanderbilt University Medical Center, Cardiothoracic Surgery; Nashville, TN
| | - Payam Salehi
- Division of Vascular Surgery, Cardiovascular Center, Tufts Medical Center; Boston, MA.
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Association of hospital factors and socioeconomic status with the utilization of minimally invasive surgery for colorectal cancer over a decade. Surg Endosc 2022; 36:3750-3762. [PMID: 34462866 DOI: 10.1007/s00464-021-08690-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Accepted: 08/24/2021] [Indexed: 01/29/2023]
Abstract
BACKGROUND Surgical resection is a mainstay of treatment for colorectal cancer (CRC). Minimally invasive surgery (MIS) has been shown to have improved outcomes compared to open procedures for colorectal malignancy. While use of MIS has been increasing, there remains large variability in its implementation at the hospital and patient level. OBJECTIVE The purpose of this study was to identify disparities in sex, race, location, patient income status, insurance status, hospital region, bed size and teaching status for the use of MIS in the treatment of CRC. METHODS This was a retrospective cohort study using the Nationwide Inpatient Sample Database. Between 2008 and 2017, there were 412,292 hospitalizations of adult patients undergoing elective colectomy for CRC. The primary outcome was use of MIS during hospitalization. RESULTS Overall, the frequency of open colectomies was higher than MIS (56.56% vs. 43.44%). Black patients were associated with decreased odds of MIS use during hospitalization compared to White patients (OR 0.921, p = 0.0011). As the county population where patients resided decreased, odds of MIS also significantly decreased as compared to central counties of metropolitan areas. As income decreased below the reference of $71,000, odds of MIS also significantly decreased. Medicaid and uninsured patients had decreased odds of MIS use during hospitalization compared to private insurance (OR 0.751, p < 0.0001 and OR 0.629, p < 0.0001 respectively). Rural and urban non-teaching hospitals were associated with decreased odds of MIS as compared to urban teaching hospitals (OR 0.523, p < 0.0001 and OR 0.837, p < 0.0001 respectively). Hospitals with a small bed size were also associated with decreased MIS during hospitalizations (OR 0.888, p < 0.0001). CONCLUSIONS Marked hospital level and socioeconomic disparities exist for utilization of MIS for colorectal cancer. Strategies targeted at reducing these gaps have the potential to improve surgical outcomes and cancer survival.
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Tokuyasu T, Iwashita Y, Matsunobu Y, Kamiyama T, Ishikake M, Sakaguchi S, Ebe K, Tada K, Endo Y, Etoh T, Nakashima M, Inomata M. Development of an artificial intelligence system using deep learning to indicate anatomical landmarks during laparoscopic cholecystectomy. Surg Endosc 2020; 35:1651-1658. [PMID: 32306111 PMCID: PMC7940266 DOI: 10.1007/s00464-020-07548-x] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2019] [Accepted: 04/04/2020] [Indexed: 12/14/2022]
Abstract
BACKGROUND The occurrence of bile duct injury (BDI) during laparoscopic cholecystectomy (LC) is an important medical issue. Expert surgeons prevent intraoperative BDI by identifying four landmarks. The present study aimed to develop a system that outlines these landmarks on endoscopic images in real time. METHODS An intraoperative landmark indication system was constructed using YOLOv3, which is an algorithm for object detection based on deep learning. The training datasets comprised approximately 2000 endoscopic images of the region of Calot's triangle in the gallbladder neck obtained from 76 videos of LC. The YOLOv3 learning model with the training datasets was applied to 23 videos of LC that were not used in training, to evaluate the estimation accuracy of the system to identify four landmarks: the cystic duct, common bile duct, lower edge of the left medial liver segment, and Rouviere's sulcus. Additionally, we constructed a prototype and used it in a verification experiment in an operation for a patient with cholelithiasis. RESULTS The YOLOv3 learning model was quantitatively and subjectively evaluated in this study. The average precision values for each landmark were as follows: common bile duct: 0.320, cystic duct: 0.074, lower edge of the left medial liver segment: 0.314, and Rouviere's sulcus: 0.101. The two expert surgeons involved in the annotation confirmed consensus regarding valid indications for each landmark in 22 of the 23 LC videos. In the verification experiment, the use of the intraoperative landmark indication system made the surgical team more aware of the landmarks. CONCLUSIONS Intraoperative landmark indication successfully identified four landmarks during LC, which may help to reduce the incidence of BDI, and thus, increase the safety of LC. The novel system proposed in the present study may prevent BDI during LC in clinical practice.
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Affiliation(s)
- Tatsushi Tokuyasu
- Faculty of Information Engineering, Department of Information and Systems Engineering, Fukuoka Institute of Technology, 3-30-1 Wajiro-higashi, Higashi-ku, Fukuoka-City, Fukuoka, 811-0295, Japan.
| | - Yukio Iwashita
- Faculty of Medicine, Department of Gastroenterological and Pediatric Surgery, Oita University, 1-1 Idaigaoka, Hasama-machi, Yufu-City, Oita, 879-5593, Japan
| | - Yusuke Matsunobu
- Faculty of Information Engineering, Department of Information and Systems Engineering, Fukuoka Institute of Technology, 3-30-1 Wajiro-higashi, Higashi-ku, Fukuoka-City, Fukuoka, 811-0295, Japan
| | - Toshiya Kamiyama
- Customer Solutions Development, Platform Technology, Olympus Technologies Asia, Olympus Corporation, 2-3 Kuboyama-cho, Hachioji-City, Tokyo, 192-8512, Japan
| | - Makoto Ishikake
- Customer Solutions Development, Platform Technology, Olympus Technologies Asia, Olympus Corporation, 2-3 Kuboyama-cho, Hachioji-City, Tokyo, 192-8512, Japan
| | - Seiichiro Sakaguchi
- Customer Solutions Development, Platform Technology, Olympus Technologies Asia, Olympus Corporation, 2-3 Kuboyama-cho, Hachioji-City, Tokyo, 192-8512, Japan
| | - Kohei Ebe
- Customer Solutions Development, Platform Technology, Olympus Technologies Asia, Olympus Corporation, 2-3 Kuboyama-cho, Hachioji-City, Tokyo, 192-8512, Japan
| | - Kazuhiro Tada
- Faculty of Medicine, Department of Gastroenterological and Pediatric Surgery, Oita University, 1-1 Idaigaoka, Hasama-machi, Yufu-City, Oita, 879-5593, Japan
| | - Yuichi Endo
- Faculty of Medicine, Department of Gastroenterological and Pediatric Surgery, Oita University, 1-1 Idaigaoka, Hasama-machi, Yufu-City, Oita, 879-5593, Japan
| | - Tsuyoshi Etoh
- Faculty of Medicine, Department of Gastroenterological and Pediatric Surgery, Oita University, 1-1 Idaigaoka, Hasama-machi, Yufu-City, Oita, 879-5593, Japan
| | - Makoto Nakashima
- Faculty of Science and Technology, Division of Computer Science and Intelligent Systems, Oita University, 700 Dannoharu, Oita-City, Oita, 870-1192, Japan
| | - Masafumi Inomata
- Faculty of Medicine, Department of Gastroenterological and Pediatric Surgery, Oita University, 1-1 Idaigaoka, Hasama-machi, Yufu-City, Oita, 879-5593, Japan
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Sastow DL, White RS, Mauer E, Chen Y, Gaber-Baylis LK, Turnbull ZA. The Disparity of Care and Outcomes for Medicaid Patients Undergoing Colectomy. J Surg Res 2019; 235:190-201. [DOI: 10.1016/j.jss.2018.09.056] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2018] [Revised: 08/10/2018] [Accepted: 09/19/2018] [Indexed: 01/05/2023]
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What have we learned in minimally invasive colorectal surgery from NSQIP and NIS large databases? A systematic review. Int J Colorectal Dis 2018; 33:663-681. [PMID: 29623415 DOI: 10.1007/s00384-018-3036-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/25/2018] [Indexed: 02/06/2023]
Abstract
BACKGROUND "Big data" refers to large amount of dataset. Those large databases are useful in many areas, including healthcare. The American College of Surgeons National Surgical Quality Improvement Program (ACS-NSQIP) and the National Inpatient Sample (NIS) are big databases that were developed in the USA in order to record surgical outcomes. The aim of the present systematic review is to evaluate the type and clinical impact of the information retrieved through NISQP and NIS big database articles focused on laparoscopic colorectal surgery. METHODS A systematic review was conducted using The Meta-Analysis Of Observational Studies in Epidemiology (MOOSE) guidelines. The research was carried out on PubMed database and revealed 350 published papers. Outcomes of articles in which laparoscopic colorectal surgery was the primary aim were analyzed. RESULTS Fifty-five studies, published between 2007 and February 2017, were included. Articles included were categorized in groups according to the main topic as: outcomes related to surgical technique comparisons, morbidity and perioperatory results, specific disease-related outcomes, sociodemographic disparities, and academic training impact. CONCLUSIONS NSQIP and NIS databases are just the tip of the iceberg for the potential application of Big Data technology and analysis in MIS. Information obtained through big data is useful and could be considered as external validation in those situations where a significant evidence-based medicine exists; also, those databases establish benchmarks to measure the quality of patient care. Data retrieved helps to inform decision-making and improve healthcare delivery.
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Hawkins AT, Ford MM, Benjamin Hopkins M, Muldoon RL, Wanderer JP, Parikh AA, Geiger TM. Barriers to laparoscopic colon resection for cancer: a national analysis. Surg Endosc 2017; 32:1035-1042. [DOI: 10.1007/s00464-017-5782-8] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2017] [Accepted: 07/28/2017] [Indexed: 12/17/2022]
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Examination of Racial Disparities in the Receipt of Minimally Invasive Surgery Among a National Cohort of Adult Patients Undergoing Colorectal Surgery. Dis Colon Rectum 2016; 59:1055-1062. [PMID: 27749481 DOI: 10.1097/dcr.0000000000000692] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
BACKGROUND Racial disparities in outcomes are well described among surgical patients. OBJECTIVE The purpose of this work was to identify any racial disparities in the receipt of a minimally invasive approach for colorectal surgery. DESIGN Adults undergoing colorectal surgery were studied using the University HealthSystem Consortium. Univariate and multivariable analyses were used to identify predictors for the receipt of a minimally invasive approach. SETTINGS The study was conducted at academic hospitals and their affiliates. PATIENTS Adults ≥18 years of age who underwent surgery for colorectal cancer, diverticular disease, IBD, or benign colorectal tumor between 2008 and 2011 were included. MAIN OUTCOME MEASURES The receipt of a minimally invasive surgical approach was the main measured outcome. RESULTS A total of 82,474 adult patients met the study inclusion criteria. Of these, 69,664 (84%) were white, 10,874 (13%) were black, and 1936 (2%) were Asian. Blacks were younger, with higher rates of public insurance and higher comorbidity burden and baseline severity of illness compared with white and Asian patients. Black patients were less likely (adjusted OR = 0.83 (95% CI, 0.79-0.87)) and Asian patients more likely (adjusted OR = 1.34 (95% CI, 1.21-1.49)) than whites to receive minimally invasive surgery. This association did not change with stratification by insurance type (public or private). Black patients had higher rates of intensive care unit admission and nonhome discharge, as well as an increased length of stay compared with white and Asian patients. No differences in complications, readmission, or mortality rates were observed with minimally invasive surgery, but black patients were more likely to be readmitted or to die with open surgery. LIMITATIONS The study was limited by the retrospective nature of its data. CONCLUSIONS We identified racial differences in the receipt of a minimally invasive approach for colorectal surgery, regardless of insurance status, as well as improved outcomes for minority races who underwent a minimally invasive technique compared with open surgery. The improved outcomes associated with minimally invasive surgery should prompt efforts to increase rates of its use among black patients.
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Davis BR, Yoo AC, Moore M, Gunnarsson C. Robotic-assisted versus laparoscopic colectomy: cost and clinical outcomes. JSLS 2016; 18:211-24. [PMID: 24960484 PMCID: PMC4035631 DOI: 10.4293/108680813x13753907291035] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Laparoscopic colectomies, with and without robotic assistance, are performed to treat both benign and malignant colonic disease. This study compared clinical and economic outcomes for laparoscopic colectomy procedures with and without robotic assistance. METHODS Patients aged ≥18 years having primary inpatient laparoscopic colectomy procedures (cecectomy, right hemicolectomy, left hemicolectomy, and sigmoidectomy) identified by International Classification of Diseases, Ninth Edition procedure codes performed between 2009 and the second quarter of 2011 from the Premier Hospital Database were studied. Patients were matched to a control cohort using propensity scores for disease, comorbidities, and hospital characteristics and were matched 1:1 for specific colectomy procedure. The outcomes of interest were hospital cost of laparoscopic robotic-assisted colectomy compared with traditional laparoscopic colectomy, surgery time, adverse events, and length of stay. RESULTS Of 25,758 laparoscopic colectomies identified, 98% were performed without robotic assistance and 2% were performed with robotic assistance. After matching, 1066 patients remained, 533 in each group. Lengths of stay were not significantly different between the matched cohorts, nor were rates of major, minor, and/or surgical complications. Inpatient procedures with robotic assistance were significantly more costly than those without robotic assistance ($17,445 vs $15,448, P = .001). Operative times were significantly longer for robotic-assisted procedures (4.37 hours vs 3.34 hours, P < .001). CONCLUSION Segmental colectomies can be performed safely by either laparoscopic or robotic-assisted methods. Increased per-case hospital costs for robotic-assisted procedures and prolonged operative times suggest that further investigation is warranted when considering robotic technology for routine laparoscopic colectomies.
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Affiliation(s)
- Bradley R Davis
- Department of Surgery, University of Cincinnati, Cincinnati, OH, USA
| | - Andrew C Yoo
- Medical Affairs, Ethicon Endo-Surgery, Cincinnati, OH, USA
| | - Matt Moore
- Global Health Economics and Reimbursement, Edwards Lifesciences, Irvine, CA, USA
| | - Candace Gunnarsson
- S2 Statistical Solutions, Inc., 11176 Main St, Cincinnati, OH 45241, USA.
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Gruber K, Soliman AS, Schmid K, Rettig B, Ryan J, Watanabe-Galloway S. Disparities in the Utilization of Laparoscopic Surgery for Colon Cancer in Rural Nebraska: A Call for Placement and Training of Rural General Surgeons. J Rural Health 2015; 31:392-400. [PMID: 25951881 DOI: 10.1111/jrh.12120] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
BACKGROUND Advances in medical technology are changing surgical standards for colon cancer treatment. The laparoscopic colectomy is equivalent to the standard open colectomy while providing additional benefits. It is currently unknown what factors influence utilization of laparoscopic surgery in rural areas and if treatment disparities exist. The objectives of this study were to examine demographic and clinical characteristics associated with receiving laparoscopic colectomy and to examine the differences between rural and urban patients who received either procedure. METHODS This study utilized a linked data set of Nebraska Cancer Registry and hospital discharge data on colon cancer patients diagnosed and treated in the entire state of Nebraska from 2008 to 2011 (N = 1,062). Multiple logistic regression analysis was performed to identify predictors of receiving the laparoscopic treatment. RESULTS Rural colon cancer patients were 40% less likely to receive laparoscopic colectomy compared to urban patients. Independent predictors of receiving laparoscopic colectomy were younger age (<60), urban residence, ≥3 comorbidities, elective admission, smaller tumor size, and early stage at diagnosis. Additionally, rural patients varied demographically compared to urban patients. CONCLUSIONS Laparoscopic surgery is becoming the new standard of treatment for colon cancer and important disparities exist for rural cancer patients in accessing the specialized treatment. As cancer treatment becomes more specialized, the importance of training and placement of general surgeons in rural communities must be a priority for health care planning and professional training institutions.
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Affiliation(s)
- Kelli Gruber
- Department of Epidemiology, University of Nebraska Medical Center College of Public Health, Omaha, Nebraska
| | - Amr S Soliman
- Department of Epidemiology, University of Nebraska Medical Center College of Public Health, Omaha, Nebraska
| | - Kendra Schmid
- Department of Biostatistics, University of Nebraska Medical Center College of Public Health, Omaha, Nebraska
| | - Bryan Rettig
- Nebraska Department of Health and Human Services, Lincoln, Nebraska
| | - June Ryan
- Nebraska Cancer Coalition, Omaha, Nebraska.,Nebraska Comprehensive Cancer Control Program, Nebraska Department of Health and Human Services, Lincoln, Nebraska
| | - Shinobu Watanabe-Galloway
- Department of Epidemiology, University of Nebraska Medical Center College of Public Health, Omaha, Nebraska
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Zheng Z, Jemal A, Lin CC, Hu CY, Chang GJ. Comparative effectiveness of laparoscopy vs open colectomy among nonmetastatic colon cancer patients: an analysis using the National Cancer Data Base. J Natl Cancer Inst 2015; 107:dju491. [PMID: 25663688 DOI: 10.1093/jnci/dju491] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Randomized clinical trials showed that laparoscopic colectomy (LC) is superior to open colectomy (OC) in short-term surgical outcomes; however, the generalizability among real-world patients is not clear. METHODS The National Cancer Data Base was used to identify stage I-III colon cancer patients age 18 to 84 years in 2010 and 2011. A propensity score analysis with 1:1 matching (PS) was used to avoid the effect of treatment selection bias. Patients were clustered at the hospital level for multilevel regression analyses. The main outcomes measured were 30-day mortality, unplanned readmissions, length of stay (LOS), and initiation of adjuvant chemotherapy among stage III patients. All statistical tests were two-sided. RESULTS A total of 45 876 patients were analyzed, 18 717 (41%) LC and 27 159 (59%) OC. After PS matching, there were 18 230 patients in both groups and they were well balanced on their covariables. Compared with OC, LC showed consistent benefits in 30-day mortality (1.3% vs 2.3 %, odds ratio [OR] = 0.59, 95% confidence interval [CI] = 0.49 to 0.69, P < .001) and LOS (median 5 vs 6 days, incident rate ratio = 0.83, 95% CI = 0.8 to 0.84, P < .001). LC was also associated with a higher rate of adjuvant chemotherapy use in stage III patients (72.3% vs 67.0%, P < .001). LC was more likely to be performed by high-volume surgeons in high-volume hospitals, but there was no significant effect of the hospital/surgeon volume on short-term outcomes. CONCLUSION In routine clinical practice, laparoscopic colectomy is associated with lower 30-day mortality, shorter length of stay, and greater likelihood of adjuvant chemotherapy initiation among stage III colon cancer patients when compared with open colectomy.
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Affiliation(s)
- Zhiyuan Zheng
- Surveillance and Health Services Research Program, Department of Intramural Research, American Cancer Society, Atlanta, GA (ZZ, AJ, CCL); Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX (CYH, GJC); Alliance for Clinical Trials in Oncology Network and American College of Surgeons Clinical Research Program, Chicago, IL (GJC); Alliance for Clinical Trials in Oncology Network and American College of Surgeons Clinical Research Program, Chicago, IL (GJC).
| | - Ahmedin Jemal
- Surveillance and Health Services Research Program, Department of Intramural Research, American Cancer Society, Atlanta, GA (ZZ, AJ, CCL); Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX (CYH, GJC); Alliance for Clinical Trials in Oncology Network and American College of Surgeons Clinical Research Program, Chicago, IL (GJC); Alliance for Clinical Trials in Oncology Network and American College of Surgeons Clinical Research Program, Chicago, IL (GJC)
| | - Chun Chieh Lin
- Surveillance and Health Services Research Program, Department of Intramural Research, American Cancer Society, Atlanta, GA (ZZ, AJ, CCL); Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX (CYH, GJC); Alliance for Clinical Trials in Oncology Network and American College of Surgeons Clinical Research Program, Chicago, IL (GJC); Alliance for Clinical Trials in Oncology Network and American College of Surgeons Clinical Research Program, Chicago, IL (GJC)
| | - Chung-Yuan Hu
- Surveillance and Health Services Research Program, Department of Intramural Research, American Cancer Society, Atlanta, GA (ZZ, AJ, CCL); Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX (CYH, GJC); Alliance for Clinical Trials in Oncology Network and American College of Surgeons Clinical Research Program, Chicago, IL (GJC); Alliance for Clinical Trials in Oncology Network and American College of Surgeons Clinical Research Program, Chicago, IL (GJC)
| | - George J Chang
- Surveillance and Health Services Research Program, Department of Intramural Research, American Cancer Society, Atlanta, GA (ZZ, AJ, CCL); Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX (CYH, GJC); Alliance for Clinical Trials in Oncology Network and American College of Surgeons Clinical Research Program, Chicago, IL (GJC); Alliance for Clinical Trials in Oncology Network and American College of Surgeons Clinical Research Program, Chicago, IL (GJC)
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Hospital center effect for laparoscopic colectomy among elderly stage I-III colon cancer patients. Ann Surg 2014; 259:924-9. [PMID: 23817508 DOI: 10.1097/sla.0b013e31829d0468] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To investigate hospital-level variation in short-term laparoscopic colectomy outcomes among stage I-III elderly colon cancer patients. BACKGROUND Surgical outcomes are associated with patient and surgeon characteristics. If outcomes are also impacted by the hospital where the surgery occurs, there is a hospital center effect (HCE). METHODS Surveillance, Epidemiology, and End Results (SEER)-Medicare data was used to identify stage I-III colon cancer patients treated with laparoscopic colectomies. Multilevel regressions were utilized to study potential HCE for length of stay (LOS), 30-day rehospitalization, and in-hospital mortality, adjusting for patient, surgeon, and hospital-level characteristics. To quantify HCE, we calculated the median instantaneous rate ratio (MIRR) for LOS and median odds ratio (MOR) for in-hospital mortality and 30-day rehospitalization. Sensitivity analyses were conducted for high volume/medical school affiliated hospitals and colorectal surgeons. RESULTS The multilevel analyses based on 4617 patients from 465 hospitals documented statistically significant HCEs for LOS (MIRR = 1.35; P < 0.001) and in-hospital mortality (MOR = 1.69; P = 0.032), but no HCE for 30-day rehospitalization. Sensitivity analyses confirmed our findings. HCE was significant for LOS in all sensitivity analyses and was significant for in-hospital mortality for high volume/medical school affiliated hospitals. CONCLUSIONS HCE exists for LOS and in-hospital mortality of laparoscopic colectomy, which suggests that the choice of hospital affects outcomes independently of other confounding variables. Reducing the variation in outcomes associated with HCE may improve the quality of cancer care.
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Kim MG, Kwon SJ. Comparison of the outcomes for laparoscopic gastrectomy performed by the same surgeon between a low-volume hospital and a high-volume center. Surg Endosc 2014; 28:1563-70. [DOI: 10.1007/s00464-013-3352-2] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2013] [Accepted: 11/20/2013] [Indexed: 01/26/2023]
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Patel SS, Senagore AJ. General surgeons vs. colorectal surgeons: Who should be doing what to whom? SEMINARS IN COLON AND RECTAL SURGERY 2013. [DOI: 10.1053/j.scrs.2013.08.005] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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Shi HY, Lee KT, Chiu CC, Lee HH. The volume-outcome relationship in laparoscopic cholecystectomy: a population-based study using propensity score matching. Surg Endosc 2013; 27:3139-45. [PMID: 23620382 DOI: 10.1007/s00464-013-2867-x] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2012] [Accepted: 02/06/2013] [Indexed: 02/07/2023]
Abstract
BACKGROUND The volume-outcome relationship has been validated previously for surgical procedures and cancer treatments. However, no studies have longitudinally compared the relationships between volume and outcome, and none have systematically compared laparoscopic cholecystectomy (LC) surgery outcomes in Taiwan. This study purposed to explore the relationship between volume and hospital treatment cost after LC. METHODS This cohort study retrospectively analyzed 247,751 LCs performed from 1998 to 2009. Hospitals were classified as low-, medium-, and high-volume hospitals if their annual number of LCs were 1-29, 30-84, ≥85, respectively. Surgeons were classified as low-, medium-, and high-volume surgeons if their annual number of LCs were 1-10, 11-24, ≥25, respectively. Hierarchical linear regression model and propensity score were used to assess the relationship between volume and hospital treatment cost. RESULTS The mean hospital treatment cost was US $2,504.53, and the average hospital costs for high-volume hospitals/surgeons were 33/47% lower than those for low-volume hospitals and surgeons. When analyzed by propensity score, the hospital treatment cost differed significantly between high-volume hospitals/surgeons and low/medium-volume hospitals/surgeons (2,073.70 vs. 2,350.91/2,056.73 vs. 2,553.76, P < 0.001). CONCLUSIONS Analysis using a hierarchical linear regression model and propensity score found an association between high-volume hospitals and surgeons and hospital treatment cost in LC patients. Moreover, the significant factors associated with hospital resource utilization for this procedure include age, gender, comorbidity, hospital type, hospital volume, and surgeon volume. Additionally, analysis of the treatment strategies adopted at high-volume hospitals or by high-volume surgeons may improve overall hospital treatment cost.
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Affiliation(s)
- Hon-Yi Shi
- Department of Healthcare Administration and Medical Informatics, Kaohsiung Medical University, Kaohsiung, Taiwan
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Shaw JJ, Santry HP, Shah SA. Specialization and utilization after hepatectomy in academic medical centers. J Surg Res 2013; 185:433-40. [PMID: 23746763 DOI: 10.1016/j.jss.2013.04.072] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2013] [Revised: 04/01/2013] [Accepted: 04/26/2013] [Indexed: 02/09/2023]
Abstract
BACKGROUND Specialized procedures such as hepatectomy are performed by a variety of specialties in surgery. We aimed to determine whether variation exists among utilization of resources, cost, and patient outcomes by specialty, surgeon case volume, and center case volume for hepatectomy. METHODS We queried centers (n = 50) in the University Health Consortium database from 2007-2010 for patients who underwent elective hepatectomy in which specialty was designated general surgeon (n = 2685; 30%) or specialist surgeon (n = 6277; 70%), surgeon volume was designated high volume (>38 cases annually) and center volume was designated high volume (>100 cases annually). We then stratified our cohort by primary diagnosis, defined as primary tumor (n = 2241; 25%), secondary tumor (n = 5466; 61%), and benign (n = 1255; 14%). RESULTS Specialist surgeons performed more cases for primary malignancy (primary 26% versus 15%) while general surgeons operated more for secondary malignancies (67% versus 61%) and benign disease (18% versus 13%). Specialists were associated with a shorter total length of stay (LOS) (5 d versus 6 d; P < 0.01) and lower in-hospital morbidity (7% versus 11%; P < 0.01). Patients treated by high volume surgeons or at high volume centers were less likely to die than those treated by low volume surgeons or at low volume centers, (OR 0.55; 95% CI 0.33-0.89) and (OR 0.44; 95% CI 0.13-0.56). CONCLUSIONS Surgical specialization, surgeon volume and center volume may be important metrics for quality and utilization in complex procedures like hepatectomy. Further studies are necessary to link direct factors related to hospital performance in the changing healthcare environment.
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Affiliation(s)
- Joshua J Shaw
- Department of Surgery, Surgical Outcomes Analysis & Research (SOAR), University of Massachusetts Medical School, Worcester, Massachusetts.
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Shi HY, Hwang SL, Lee KT, Lin CL. Temporal trends and volume-outcome associations after traumatic brain injury: a 12-year study in Taiwan. J Neurosurg 2013; 118:732-8. [PMID: 23350773 DOI: 10.3171/2012.12.jns12693] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
OBJECT The purpose of this study was to evaluate temporal trends in traumatic brain injury (TBI); the impact of hospital volume and surgeon volume on length of stay (LOS), hospitalization cost, and in-hospital mortality rate; and to explore predictors of these outcomes in a nationwide population in Taiwan. METHODS This population-based patient cohort study retrospectively analyzed 16,956 patients who had received surgical treatment for TBI between 1998 and 2009. Bootstrap estimation was used to derive 95% confidence intervals for differences in effect sizes. Hierarchical linear regression models were used to predict outcomes. RESULTS Patients treated in very-high-volume hospitals were more responsive than those treated in low-volume hospitals in terms of LOS (-0.11; 95% CI -0.20 to -0.03) and hospitalization cost (-0.28; 95% CI -0.49 to -0.06). Patients treated by high-volume surgeons were also more responsive than those treated by low-volume surgeons in terms of LOS (-0.19; 95% CI -0.37 to -0.01) and hospitalization cost (-0.43; 95% CI -0.81 to -0.05). The mean LOS was 24.3 days and the average LOS for very-high-volume hospitals and surgeons was 61% and 64% shorter, respectively, than that for low-volume hospitals and surgeons. The mean hospitalization cost was US $7,292.10, and the average hospitalization cost for very-high-volume hospitals and surgeons was 19% and 22% lower, respectively, than that for low-volume hospitals and surgeons. Advanced age, male sex, high Charlson Comorbidity Index score, treatment in a low-volume hospital, and treatment by a low-volume surgeon were significantly associated with adverse outcomes (p < 0.001). CONCLUSIONS The data suggest that annual surgical volume is the key factor in surgical outcomes in patients with TBI. The results improve the understanding of medical resource allocation for this surgical procedure, and can help to formulate public health policies for optimizing hospital resource utilization for related diseases.
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Affiliation(s)
- Hon-Yi Shi
- Department of Health Care Administration and Medical Informatics, Kaohsiung Medical University, Kaohsiung, Taiwan, Republic of China
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Laparoscopic colon resection trends in utilization and rate of conversion to open procedure: a national database review of academic medical centers. Ann Surg 2012; 256:462-8. [PMID: 22868361 DOI: 10.1097/sla.0b013e3182657ec5] [Citation(s) in RCA: 76] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
OBJECTIVE This study aims to examine trends of utilization and rates of conversion to open procedure for patients undergoing laparoscopic colon resections (LCR). METHODS This study is a national database review of academic medical centers and a retrospective analysis utilizing the University HealthSystem Consortium administrative database-an alliance of more than 300 academic and affiliate hospitals. RESULTS A total of 85,712 patients underwent colon resections between October 2008 and December 2011. LCR was attempted in 36,228 patients (42.2%), with 5751 patients (15.8%) requiring conversion to an open procedure. There was a trend toward increasing utilization of LCR from 37.5% in 2008 to 44.1% in 2011. Attempted laparoscopic transverse colectomy had the highest rate of conversion (20.8%), followed by left (20.7%), right (15.6%), and sigmoid (14.3%) colon resections. The rate of utilization was highest in the Mid-Atlantic region (50.5%) and in medium- to large-sized hospitals (47.0%-49.0%).Multivariate logistic regression has shown that increasing age [odds ratio (OR) = 4.8, 95% confidence interval (CI) = 3.6-6.4], male sex (OR = 1.2, 95% CI = 1.1-1.3), open as compared with laparoscopic approach (OR = 2.6, 95%, CI = 2.3-3.1), and greater severity of illness category (OR = 27.1, 95% CI = 23.0-31.9) were all associated with increased mortality and morbidity and prolonged length of hospital stay. CONCLUSIONS There is a trend of increasing utilization of LCR, with acceptable conversion rates, across hospitals in the United States over the recent years. When feasible, attempted LCR had better outcomes than open colectomy in the immediate perioperative period.
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Robinson CN, Balentine CJ, Sansgiry S, Berger DH. Disparities in the use of minimally invasive surgery for colorectal disease. J Gastrointest Surg 2012; 16:897-903; discussion 903-4. [PMID: 22411487 DOI: 10.1007/s11605-012-1844-3] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2011] [Accepted: 02/10/2012] [Indexed: 01/31/2023]
Abstract
BACKGROUND Morbidity and mortality rates for major surgical procedures are decreased in high-volume hospitals (HVH). Additionally, HVH are often leaders in the utilization of novel surgical technology such as minimally invasive surgery (MIS). Although HVH often serve diverse patient populations, it is unknown if there are disparities in the application of new surgical technologies within these hospitals. We sought to determine if ethnic and socioeconomic disparities in the use of MIS for colorectal disease exist at HVH. METHODS Laparoscopic and open colectomies performed at HVH were identified using the 2008 Nationwide Inpatient Sample database. ICD-9 codes were used to identify MIS colorectal resections. Multiple logistic regression including ethnic and socioeconomic variables were used to identify independent predictive factors for undergoing MIS. RESULTS A total of 211,862 colorectal resections were performed at HVH in 2008. Only 16,637 (7.3%) colorectal resections were performed using MIS. When evaluating racial and socioeconomic factors, patients within the highest income quartile were more likely to undergo MIS than those in the lowest income groups. In addition, patients with Medicaid and uninsured patients were significantly less likely to undergo MIS compared to patients with private insurance. Lastly, race was not a significant predictive factor for undergoing MIS for colorectal disease at HVH. CONCLUSION There are significant socioeconomic disparities in the use of MIS for colorectal disease at HVH. Future studies should be aimed at identifying access barriers to MIS in the treatment of colorectal disease.
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Affiliation(s)
- Celia N Robinson
- Operative Care Line, The Michael E. DeBakey Veterans Affairs Medical Center, 2002 Holcombe Blvd. 5A 350, Mailing code OCL 112, Houston, TX 77030, USA.
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Ho VP, Trencheva K, Stein SL, Milsom JW. Mentorship for participants in a laparoscopic colectomy course. Surg Endosc 2011; 26:722-6. [PMID: 22042582 DOI: 10.1007/s00464-011-1942-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2010] [Accepted: 05/02/2011] [Indexed: 10/15/2022]
Abstract
BACKGROUND Despite data suggesting improved outcomes with laparoscopic colectomy (LC), less than 10% of colectomies in the Unites States are currently performed laparoscopically. One mechanism for incorporating LC into practice is to attend an LC course (LCC). Postcourse mentorship is recommended by the Society of American Gastrointestinal and Endoscopic Surgeons (SAGES) and the American Society of Colon and Rectal Surgeons (ASCRS), in addition to course participation, to encourage adoption of the new techniques. Recommendations also include access to at least 25 colectomies annually. Because the use of LC likely will increase, access to mentorship is an important consideration for LCC participants. This study aimed to evaluate mentorship access and related factors for participants in an ongoing LCC. METHODS Participants in seven consecutive single-center LCCs were anonymously surveyed regarding age, specialty, surgical experience, practice, and mentorship availability. Factors associated with mentorship were identified via chi-square and univariate logistic regression. RESULTS Of the 90 participants surveyed, 81 (90%) were men, 51 (56.7%) were general surgeons, 43 (48.9%) were older than 40 years, and 49 (54.4%) had access to a mentor. A majority of the participants (86.7%) performed five or fewer open colorectal cases per month, and 81 (90%) performed five or fewer noncolorectal advanced laparoscopic cases monthly. Factors associated with lack of mentor access included age older than 40 years (P = 0.004), practice as a general surgeon (P = 0.014), and status as a senior attending surgeon (P = 0.029). CONCLUSIONS A significant number of surgeons (45.6%) participating in LCC have limited or no access to mentors. In particular, older surgeons, senior attending surgeons, and general surgeons have the least access to mentors. To encourage adoption of LC, training methods should be adopted that accommodate general surgeons, surgeons with a limited advanced laparoscopic case load, and surgeons without access to mentors. Possible strategies include longer or multisession courses, simulator training, and remote mentoring.
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Affiliation(s)
- Vanessa P Ho
- Department of Surgery, Weill Cornell Medical College, 525 East 68 Street, New York, NY 10065, USA.
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Ozhathil DK, Li YF, Smith JK, Tseng JF, Saidi RF, Bozorgzadeh A, Shah SA. Impact of center volume on outcomes of increased-risk liver transplants. Liver Transpl 2011; 17:1191-9. [PMID: 21604357 DOI: 10.1002/lt.22343] [Citation(s) in RCA: 70] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
The use of high-risk donor livers, which is reflective of the gross national shortage of organs available for transplantation, has gained momentum. Despite the demand, many marginal livers are discarded annually. We evaluated the impact of center volume on survival outcomes associated with liver transplantation using high-donor risk index (DRI) allografts. We queried the Scientific Registry of Transplant Recipients database for deceased donor liver transplants (n = 31,576) performed between 2002 and 2008 for patients who were 18 years old or older, and we excluded partial and multiple liver transplants. A high-DRI cohort (n = 15,668), which was composed of patients receiving grafts with DRIs > 1.90, was analyzed separately. Transplant centers (n = 102) were categorized into tertiles by their annual procedure volumes: high-volume centers (HVCs; 78-215 cases per year), medium-volume centers (MVCs; 49-77 cases per year), and low-volume centers (LVCs; 5-48 cases per year). The endpoints were allograft survival and recipient survival. In comparison with their lower volume counterparts, HVCs used donors with higher mean DRIs (2.07 for HVCs, 2.01 for MVCs, and 1.91 for LVCs), more donors who were 60 years old or older (18.02% for HVCs, 16.85% for MVCs, and 12.39% for LVCs), more donors who died after a stroke (46.52% for HVCs, 43.71% for MVCs, and 43.36% for LVCs), and more donation after cardiac death organs (5.04% for HVCs, 4.45% for MVCs, and 3.51% for LVCs, all P values < 0.001). Multivariate risk-adjusted frailty models showed that increased procedure volume at a transplant center led to decreased risks of allograft failure [hazard ratio (HR) = 0.93, 95% confidence interval (CI) = 0.89-0.98, P = 0.002] and recipient death (HR = 0.90, 95% CI = 0.83-0.97, P = 0.004) for high-DRI liver transplants. In conclusion, HVCs more frequently used higher DRI livers and achieved better risk-adjusted allograft and recipient survival. A greater understanding of the outcomes of transplantation with high-DRI livers may improve their utilization, the postoperative outcomes, and future allocation practices.
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Affiliation(s)
- Deepak K Ozhathil
- Solid Organ Transplantation, Surgical Outcomes Analysis & Research (SOAR), Department of Surgery, University of Massachusetts Medical School, Worcester, MA 01655, USA
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Ozhathil DK, Li Y, Smith JK, Witkowski E, Coyne ER, Alavi K, Tseng JF, Shah SA. Colectomy performance improvement within NSQIP 2005-2008. J Surg Res 2011; 171:e9-13. [PMID: 21872886 DOI: 10.1016/j.jss.2011.06.052] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2011] [Revised: 05/16/2011] [Accepted: 06/22/2011] [Indexed: 11/19/2022]
Abstract
BACKGROUND All open and laparoscopic colectomies submitted to the American College of Surgeons National Surgical Quality Improvement Program (ACS NSQIP) were evaluated for trends and improvements in operative outcomes. METHODS 48,247 adults (≥18 y old) underwent colectomy in ACS NSQIP, as grouped by surgical approach (laparoscopic versus open), urgency (emergent versus elective), and operative year (2005 to 2008). Primary outcomes measured morbidity, mortality, perioperative, and postoperative complications. RESULTS The proportion of laparoscopic colectomies performed increased annually (26.3% to 34.0%), while open colectomies decreased (73.7% to 66.0%; P < 0.0001). Most emergent colectomies were open procedures (93.5%) representing 24.3% of all open cases. The overall risk-adjusted morbidity and mortality for all colectomy procedures did not show a statistically significant change over time, however, morbidity and mortality increased among open colectomies (r = 0.03) and decreased among laparoscopic colectomies (r = -0.04; P < 0.0001). Postoperative complications reduced significantly including superficial surgical site infections (9.17% to 8.20%, P < 0.004), pneumonia (4.60% to 3.97%, P < 0.0001), and sepsis (4.72%, 2005; 6.81%, 2006; 5.62%, 2007; 5.09%, 2008; P < 0.0002). Perioperative improvements included operative time (169.2 to 160.0 min), PRBC transfusions (0.27 to 0.25 units) and length of stay (10.5 to 6.61 d; P < 0.0001). CONCLUSION It appears that laparoscopic colectomies are growing in popularity over open colectomies, but the need for emergent open procedures remains unchanged. Across all colectomies, however, key postoperative and perioperative complications have improved over time. Participation in ACS NSQIP demonstrates quality improvement and may encourage greater enrollment.
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Affiliation(s)
- Deepak K Ozhathil
- Department of Surgery, Surgical Outcomes Analysis & Research, University of Massachusetts Medical School, Worcester, Massachusetts 01655, USA
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Ozhathil DK, Li Y, Smith JK, Tseng JF, Saidi RF, Bozorgzadeh A, Shah SA. Effect of centre volume and high donor risk index on liver allograft survival. HPB (Oxford) 2011; 13:447-53. [PMID: 21689227 PMCID: PMC3133710 DOI: 10.1111/j.1477-2574.2011.00320.x] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
BACKGROUND A growth in the utilization of high-risk allografts is reflective of a critical national shortage and the increasing waiting list mortality. Using risk-adjusted models, the aim of the present study was to determine whether a volume-outcome relationship existed among liver transplants at high risk for allograft failure. METHODS From 2002 to 2008, the Scientific Registry of Transplant Recipients (SRTR) database for all adult deceased donor liver transplants (n = 31 587) was queried. Transplant centres (n = 102) were categorized by volume into tertiles: low (LVC; 31 cases/year), medium (MVC: 64 cases/year) and high (HVC: 102 cases/year). Donor risk comparison groups were stratified by quartiles of the Donor Risk Index (DRI) spectrum: low risk (DRI ≤ 1.63), moderate risk (1.64 > DRI > 1.90), high risk (1.91 > DRI > 2.26) and very high risk (DRI ≥ 2.27). RESULTS HVC more frequently used higher-risk livers (median DRI: LVC: 1.82, MVC: 1.90, HVC: 1.97; P < 0.0001) and achieved better risk adjusted allograft survival outcomes compared with LVC (HR: 0.90, 95%CI: 0.85-0.95). For high and very high risk groups, transplantation at a HVC did contribute to improved graft survival [high risk: hazard ratio (HR): 0.85, 95% confidence interval (CI): 0.76-0.96; Very High Risk: HR: 0.88, 95%CI: 0.78-0.99]. CONCLUSION While DRI remains an important aspect of allograft survival prediction models, liver transplantation at a HVC appears to result in improved allograft survival with high and very high risk DRI organs compared with LVC.
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Affiliation(s)
- Deepak K Ozhathil
- Department of Surgery, Surgical Outcomes Analysis & Research, University of Massachusetts Medical School, Worcester, MA, USA
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Hanisch E, Ziogas DE. From evidence to a day-to-day laparoscopic colectomy. Surg Endosc 2010; 25:985-7. [PMID: 20680348 DOI: 10.1007/s00464-010-1262-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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