Association of Daily Step Count and Postoperative Complication among All of Us Research Participants
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作者:
Gehl, Carson J.
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机构:
Med Coll Wisconsin, Dept Surg, Div Surg Oncol, Milwaukee, WI USAMed Coll Wisconsin, Dept Surg, Div Surg Oncol, Milwaukee, WI USA
Gehl, Carson J.
[1
]
Verhagen, Nathaniel B.
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机构:
Med Coll Wisconsin, Dept Surg, Div Surg Oncol, Milwaukee, WI USAMed Coll Wisconsin, Dept Surg, Div Surg Oncol, Milwaukee, WI USA
Verhagen, Nathaniel B.
[1
]
Shaik, Tahseen J.
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机构:
Med Coll Wisconsin, Dept Surg, Div Surg Oncol, Milwaukee, WI USAMed Coll Wisconsin, Dept Surg, Div Surg Oncol, Milwaukee, WI USA
Shaik, Tahseen J.
[1
]
Nimmer, Kaitlyn
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Med Coll Wisconsin, Dept Surg, Div Surg Oncol, Milwaukee, WI USAMed Coll Wisconsin, Dept Surg, Div Surg Oncol, Milwaukee, WI USA
Nimmer, Kaitlyn
[1
]
Yang, Xin
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机构:
Med Coll Wisconsin, Dept Biostat, Milwaukee, WI USAMed Coll Wisconsin, Dept Surg, Div Surg Oncol, Milwaukee, WI USA
Yang, Xin
[2
]
Xing, Yun
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Med Coll Wisconsin, Dept Biostat, Milwaukee, WI USAMed Coll Wisconsin, Dept Surg, Div Surg Oncol, Milwaukee, WI USA
Xing, Yun
[2
]
Taylor, Bradley W.
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机构:
Inst Southeastern Wisconsin, Med Coll Wisconsin, Dept Clin & Translat Sci, Milwaukee, WI USAMed Coll Wisconsin, Dept Surg, Div Surg Oncol, Milwaukee, WI USA
Taylor, Bradley W.
[4
]
Nataliansyah, Mochamad M.
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Med Coll Wisconsin, Dept Surg, Div Surg Oncol, Milwaukee, WI USAMed Coll Wisconsin, Dept Surg, Div Surg Oncol, Milwaukee, WI USA
Nataliansyah, Mochamad M.
[1
]
Kerns, Sarah L.
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机构:
Med Coll Wisconsin, Dept Radiat Oncol, Milwaukee, WI USAMed Coll Wisconsin, Dept Surg, Div Surg Oncol, Milwaukee, WI USA
Kerns, Sarah L.
[3
]
Kothari, Anai N.
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机构:
Med Coll Wisconsin, Dept Surg, Div Surg Oncol, Milwaukee, WI USA
Inst Southeastern Wisconsin, Med Coll Wisconsin, Dept Clin & Translat Sci, Milwaukee, WI USA
Med Coll Wisconsin, Data Sci Inst, Milwaukee, WI USAMed Coll Wisconsin, Dept Surg, Div Surg Oncol, Milwaukee, WI USA
Kothari, Anai N.
[1
,4
,5
]
机构:
[1] Med Coll Wisconsin, Dept Surg, Div Surg Oncol, Milwaukee, WI USA
[2] Med Coll Wisconsin, Dept Biostat, Milwaukee, WI USA
[3] Med Coll Wisconsin, Dept Radiat Oncol, Milwaukee, WI USA
[4] Inst Southeastern Wisconsin, Med Coll Wisconsin, Dept Clin & Translat Sci, Milwaukee, WI USA
[5] Med Coll Wisconsin, Data Sci Inst, Milwaukee, WI USA
BACKGROUND:The association between preoperative wearable device step counts and surgical outcomes has not been examined using commercial devices linked to electronic health records (EHRs). This study measured the association between daily preoperative step counts and postoperative complications.STUDY DESIGN:Data were obtained using the All of Us (AOU) Research program, a nationwide initiative to collect EHR and health-related data from the population. Patients who underwent a surgical procedure included in the NSQIP-targeted procedures dataset were included. Patients who did not have available physical activity FitBit data were excluded. Primary outcome was the development of a postoperative complication. All analyses were performed in the AOU researcher workbench.RESULTS:Of 27,150 patients who underwent a surgical procedure, 475 participants with preoperative wearable data were included: 74.7% were female and 85.2% were White. The average age was 57.2 years. The overall rate of postoperative complications was 12.6%. Patients averaging less than 7,500 daily steps were at increased odds for developing a postoperative complication (odds ratio 1.83, 95% CI 1.01 to 3.31). After adjustment for age, sex, race, comorbid disease, BMI, and relative procedure risk, patients with a baseline average steps per day less than 7,500 were at increased odds for postoperative complication (adjusted odds ratio 2.06, 95% CI 1.05 to 4.06).CONCLUSIONS:This study found an increase in overall postoperative complication rate in patients recording lower average preoperative step counts. Patients with a baseline of less than 7,500 steps per day had increased odds of postoperative complications in this cohort. These data support the use of wearable devices for surgical risk stratification and suggest step count may measure preoperative fitness.
机构:
Univ Calif San Diego, Hamilton Glaucoma Ctr, Viterbi Family Dept Ophthalmol, La Jolla, CA USA
Univ Calif San Diego, Shiley Eye Inst, Hamilton Glaucoma Ctr, Div Ophthalmol Informat & Data Sci, La Jolla, CA USA
Univ Calif San Diego, Hlth Sci Dept Biomed Informat, La Jolla, CA USAUniv Calif San Diego, Hamilton Glaucoma Ctr, Viterbi Family Dept Ophthalmol, La Jolla, CA USA
Acuff, Kaela N.
Radha Saseendrakumar, Bharanidharan
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Univ Calif San Diego, Hamilton Glaucoma Ctr, Viterbi Family Dept Ophthalmol, La Jolla, CA USA
Univ Calif San Diego, Shiley Eye Inst, Hamilton Glaucoma Ctr, Div Ophthalmol Informat & Data Sci, La Jolla, CA USA
Univ Calif San Diego, Hlth Sci Dept Biomed Informat, La Jolla, CA USAUniv Calif San Diego, Hamilton Glaucoma Ctr, Viterbi Family Dept Ophthalmol, La Jolla, CA USA
Radha Saseendrakumar, Bharanidharan
Weinreb, Robert N.
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机构:
Univ Calif San Diego, Hamilton Glaucoma Ctr, Viterbi Family Dept Ophthalmol, La Jolla, CA USA
Univ Calif San Diego, Shiley Eye Inst, Hamilton Glaucoma Ctr, Div Ophthalmol Informat & Data Sci, La Jolla, CA USAUniv Calif San Diego, Hamilton Glaucoma Ctr, Viterbi Family Dept Ophthalmol, La Jolla, CA USA
Weinreb, Robert N.
Baxter, Sally L.
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机构:
Univ Calif San Diego, Hamilton Glaucoma Ctr, Viterbi Family Dept Ophthalmol, La Jolla, CA USA
Univ Calif San Diego, Shiley Eye Inst, Hamilton Glaucoma Ctr, Div Ophthalmol Informat & Data Sci, La Jolla, CA USA
Univ Calif San Diego, Hlth Sci Dept Biomed Informat, La Jolla, CA USAUniv Calif San Diego, Hamilton Glaucoma Ctr, Viterbi Family Dept Ophthalmol, La Jolla, CA USA
机构:
Jiangsu Normal Univ, Inst Phys Educ, Xuzhou, Jiangsu, Peoples R ChinaJiangsu Normal Univ, Inst Phys Educ, Xuzhou, Jiangsu, Peoples R China
Liu, Yujia
Sun, Zhenjia
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Jiangsu Normal Univ, Inst Phys Educ, Xuzhou, Jiangsu, Peoples R ChinaJiangsu Normal Univ, Inst Phys Educ, Xuzhou, Jiangsu, Peoples R China
Sun, Zhenjia
Wang, Xingqi
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Jiangsu Normal Univ, Sch Life Sci, Biomed R&D Ctr, Xuzhou, Jiangsu, Peoples R ChinaJiangsu Normal Univ, Inst Phys Educ, Xuzhou, Jiangsu, Peoples R China
Wang, Xingqi
Chen, Tong
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Jiangsu Normal Univ, Inst Marxism, Xuzhou, Jiangsu, Peoples R ChinaJiangsu Normal Univ, Inst Phys Educ, Xuzhou, Jiangsu, Peoples R China
Chen, Tong
Yang, Chen
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Nanjing Sport Inst, Sch Sports & Hlth, 8 Linggusi Rd, Nanjing 210014, Jiangsu, Peoples R ChinaJiangsu Normal Univ, Inst Phys Educ, Xuzhou, Jiangsu, Peoples R China
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Cleveland Clin, Inst Med, Ctr Value Based Care Res, Cleveland, OH USACleveland Clin, Inst Med, Ctr Value Based Care Res, Cleveland, OH USA
Le, Phuc H.
Rich, Jacob
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Cleveland Clin, Inst Med, Ctr Value Based Care Res, Cleveland, OH USA
Case Western Reserve Univ, Cleveland, OH USACleveland Clin, Inst Med, Ctr Value Based Care Res, Cleveland, OH USA
Rich, Jacob
Bernstein, Eden Y.
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Massachusetts Gen Hosp, Gen Internal Med, Boston, MA USACleveland Clin, Inst Med, Ctr Value Based Care Res, Cleveland, OH USA
Bernstein, Eden Y.
Back, Sudie E.
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Med Univ South Carolina, Charleston, SC USACleveland Clin, Inst Med, Ctr Value Based Care Res, Cleveland, OH USA
Back, Sudie E.
Gasoyan, Ham-Let
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Cleveland Clin, Ctr Value Based Care Res, Cleveland, OH USACleveland Clin, Inst Med, Ctr Value Based Care Res, Cleveland, OH USA
Gasoyan, Ham-Let
Bui, Thanh C.
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Univ Oklahoma, Dept Family & Prevent Med, Coll Med, Hlth Sci Ctr, Oklahoma City, OK USACleveland Clin, Inst Med, Ctr Value Based Care Res, Cleveland, OH USA
Bui, Thanh C.
Ayers, Gina
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Cleveland Clin, Pharm, Beachwood, OH USACleveland Clin, Inst Med, Ctr Value Based Care Res, Cleveland, OH USA
Ayers, Gina
Rothberg, Michael B.
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Cleveland Clin, Internal Med, Cleveland, OH USACleveland Clin, Inst Med, Ctr Value Based Care Res, Cleveland, OH USA
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Scripps Res Translat Inst, 3344 North Torrey Pines Ct, La Jolla, CA 92037 USAScripps Res Translat Inst, 3344 North Torrey Pines Ct, La Jolla, CA 92037 USA
Ter Meer, Janna
Kamyar, Royan
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Owaves Inc, Encinitas, CA 92024 USAScripps Res Translat Inst, 3344 North Torrey Pines Ct, La Jolla, CA 92037 USA
Kamyar, Royan
Orlovsky, Christina
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Scripps Res Translat Inst, 3344 North Torrey Pines Ct, La Jolla, CA 92037 USAScripps Res Translat Inst, 3344 North Torrey Pines Ct, La Jolla, CA 92037 USA
Orlovsky, Christina
Hung, Ting-Yang
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Scripps Res Translat Inst, 3344 North Torrey Pines Ct, La Jolla, CA 92037 USAScripps Res Translat Inst, 3344 North Torrey Pines Ct, La Jolla, CA 92037 USA
Hung, Ting-Yang
Benrey, Tamara
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Owaves Inc, Encinitas, CA 92024 USAScripps Res Translat Inst, 3344 North Torrey Pines Ct, La Jolla, CA 92037 USA
Benrey, Tamara
Dinh-Luong, Ethan
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Scripps Res Translat Inst, 3344 North Torrey Pines Ct, La Jolla, CA 92037 USAScripps Res Translat Inst, 3344 North Torrey Pines Ct, La Jolla, CA 92037 USA
Dinh-Luong, Ethan
Quer, Giorgio
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Scripps Res Translat Inst, 3344 North Torrey Pines Ct, La Jolla, CA 92037 USAScripps Res Translat Inst, 3344 North Torrey Pines Ct, La Jolla, CA 92037 USA
Quer, Giorgio
Vogel, Julia Moore
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Scripps Res Translat Inst, 3344 North Torrey Pines Ct, La Jolla, CA 92037 USAScripps Res Translat Inst, 3344 North Torrey Pines Ct, La Jolla, CA 92037 USA
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Southern Med Univ, Nanfang Hosp, Dept Gen Surg, Div Hepatobiliopancreat Surg, 1838 North Guangzhou Ave, Guangzhou 510515, Guangdong, Peoples R ChinaSouthern Med Univ, Nanfang Hosp, Dept Gen Surg, Div Hepatobiliopancreat Surg, 1838 North Guangzhou Ave, Guangzhou 510515, Guangdong, Peoples R China
Peng, Tianzhou
Liu, Changhao
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Southern Med Univ, Nanfang Hosp, Dept Gen Surg, Div Hepatobiliopancreat Surg, 1838 North Guangzhou Ave, Guangzhou 510515, Guangdong, Peoples R ChinaSouthern Med Univ, Nanfang Hosp, Dept Gen Surg, Div Hepatobiliopancreat Surg, 1838 North Guangzhou Ave, Guangzhou 510515, Guangdong, Peoples R China
Liu, Changhao
Yang, Ti
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Southern Med Univ, Nanfang Hosp, Dept Gen Surg, Div Hepatobiliopancreat Surg, 1838 North Guangzhou Ave, Guangzhou 510515, Guangdong, Peoples R ChinaSouthern Med Univ, Nanfang Hosp, Dept Gen Surg, Div Hepatobiliopancreat Surg, 1838 North Guangzhou Ave, Guangzhou 510515, Guangdong, Peoples R China
Yang, Ti
Liao, Leyi
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Southern Med Univ, Nanfang Hosp, Dept Gen Surg, Div Hepatobiliopancreat Surg, 1838 North Guangzhou Ave, Guangzhou 510515, Guangdong, Peoples R ChinaSouthern Med Univ, Nanfang Hosp, Dept Gen Surg, Div Hepatobiliopancreat Surg, 1838 North Guangzhou Ave, Guangzhou 510515, Guangdong, Peoples R China
Liao, Leyi
Li, Qingping
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Southern Med Univ, Nanfang Hosp, Dept Gen Surg, Div Hepatobiliopancreat Surg, 1838 North Guangzhou Ave, Guangzhou 510515, Guangdong, Peoples R ChinaSouthern Med Univ, Nanfang Hosp, Dept Gen Surg, Div Hepatobiliopancreat Surg, 1838 North Guangzhou Ave, Guangzhou 510515, Guangdong, Peoples R China
Li, Qingping
Liang, Hanbiao
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Southern Med Univ, Nanfang Hosp, Dept Gen Surg, Div Hepatobiliopancreat Surg, 1838 North Guangzhou Ave, Guangzhou 510515, Guangdong, Peoples R ChinaSouthern Med Univ, Nanfang Hosp, Dept Gen Surg, Div Hepatobiliopancreat Surg, 1838 North Guangzhou Ave, Guangzhou 510515, Guangdong, Peoples R China
Liang, Hanbiao
Zhang, Jiapeng
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Southern Med Univ, Nanfang Hosp, Dept Gen Surg, Div Hepatobiliopancreat Surg, 1838 North Guangzhou Ave, Guangzhou 510515, Guangdong, Peoples R ChinaSouthern Med Univ, Nanfang Hosp, Dept Gen Surg, Div Hepatobiliopancreat Surg, 1838 North Guangzhou Ave, Guangzhou 510515, Guangdong, Peoples R China
Zhang, Jiapeng
Xie, Chen
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Southern Med Univ, Nanfang Hosp, Dept Gen Surg, Div Hepatobiliopancreat Surg, 1838 North Guangzhou Ave, Guangzhou 510515, Guangdong, Peoples R ChinaSouthern Med Univ, Nanfang Hosp, Dept Gen Surg, Div Hepatobiliopancreat Surg, 1838 North Guangzhou Ave, Guangzhou 510515, Guangdong, Peoples R China
Xie, Chen
Wang, Kai
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Southern Med Univ, Nanfang Hosp, Dept Gen Surg, Div Hepatobiliopancreat Surg, 1838 North Guangzhou Ave, Guangzhou 510515, Guangdong, Peoples R ChinaSouthern Med Univ, Nanfang Hosp, Dept Gen Surg, Div Hepatobiliopancreat Surg, 1838 North Guangzhou Ave, Guangzhou 510515, Guangdong, Peoples R China
Wang, Kai
Li, Chuanjiang
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Southern Med Univ, Nanfang Hosp, Dept Gen Surg, Div Hepatobiliopancreat Surg, 1838 North Guangzhou Ave, Guangzhou 510515, Guangdong, Peoples R ChinaSouthern Med Univ, Nanfang Hosp, Dept Gen Surg, Div Hepatobiliopancreat Surg, 1838 North Guangzhou Ave, Guangzhou 510515, Guangdong, Peoples R China