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Laspro M, Cassidy MF, Brydges HT, Barrow B, Stead TS, Tran DL, Chiu ES. The Impact of Body Mass Index on Adverse Outcomes Associated with Panniculectomy: A Multimodal Analysis. Plast Reconstr Surg 2024; 154:880-889. [PMID: 37921622 DOI: 10.1097/prs.0000000000011179] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2023]
Abstract
BACKGROUND Overhanging pannus may be detrimental to ambulation, urination, sexual function, and social well-being. Massive weight loss patients often have high residual body mass index (BMI) and comorbidities presenting a unique challenge in panniculectomy patient selection. This study aims to better characterize the role of BMI in postoperative complications following panniculectomy. METHODS A meta-analysis attempted to assess the impact of BMI on complications following panniculectomy. Cochrane Q and I2 test statistics measured study heterogeneity, with subsequent random effects meta-regression investigating these results. After this, all panniculectomy patients in the National Surgical Quality Improvement Program database in the years 2007 to 2019 were analyzed. Univariate and multivariable tests assessed the relative role of BMI on 30-day postoperative complications. RESULTS Thirty-four studies satisfied inclusion criteria, revealing very high heterogeneity (Cochrane Q = 2453.3; I2 = 99.1%), precluding further meta-analysis results. Receiver operating characteristic curves demonstrated BMI was a significant predictor of both all causes (area under the curve, 0.64; 95% CI, 0.62 to 0.66) and wound complications (area under the curve, 0.66; 95% CI, 0.63 to 0.69). BMI remained significant following multivariable regression analyses. Restricted cubic spines demonstrated marginal increases in complication incidence above 33.2 and 35 kg/m 2 for all-cause and wound complications, respectively. CONCLUSIONS Reported literature regarding postoperative complications in panniculectomy patients is highly heterogeneous and may limit evidence-based care. Complication incidence positively correlated with BMI, although the receiver operating characteristic curve demonstrated its limitations as the sole predictive variable. Furthermore, restricted cubic splines demonstrated diminishing marginal predictive capacity of BMI for incremental increases in BMIs above 33.2 to 35 kg/m 2 . These findings support a reevaluation of the role of BMI cutoffs in panniculectomy patient selection.
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Affiliation(s)
- Matteo Laspro
- From the Hansjörg Wyss Department of Plastic Surgery, New York University Grossman School of Medicine
| | - Michael F Cassidy
- From the Hansjörg Wyss Department of Plastic Surgery, New York University Grossman School of Medicine
| | - Hilliard T Brydges
- From the Hansjörg Wyss Department of Plastic Surgery, New York University Grossman School of Medicine
| | - Brooke Barrow
- Division of Plastic and Reconstructive Surgery, Department of Surgery, Icahn School of Medicine at Mount Sinai
| | | | - David L Tran
- From the Hansjörg Wyss Department of Plastic Surgery, New York University Grossman School of Medicine
| | - Ernest S Chiu
- From the Hansjörg Wyss Department of Plastic Surgery, New York University Grossman School of Medicine
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Segi N, Nakashima H, Ito S, Yokogawa N, Ikegami S, Watanabe K, Funayama T, Hasegawa T, Tonomura H, Kakutani K, Furuya T, Suzuki N, Kiyasu K, Tominaga H, Miyazaki M, Terashima Y, Suzuki H, Hashimoto K, Uei H, Funao H, Kaito T, Kawaguchi K, Sakai D, Seki S, Otsuki B, Inoue G, Okada S, Imagama S, Kato S. Worsening ambulation in elderly patients with cervical odontoid fractures: A nationwide multicenter study in Japan. J Orthop Sci 2024; 29:927-932. [PMID: 37270371 DOI: 10.1016/j.jos.2023.05.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2023] [Revised: 05/01/2023] [Accepted: 05/14/2023] [Indexed: 06/05/2023]
Abstract
BACKGROUND Despite the increasing prevalence of cervical odontoid fractures in older adults, the treatment strategy is controversial. The objectives of the current study are to investigate the prognosis and complications of cervical odontoid fractures in elderly patients and to identify factors associated with worsening of ambulation after 6 months. METHODS This multicenter, retrospective study included 167 patients aged 65 years or older with odontoid fractures. Patient demographic and treatment data were investigated and compared according to the treatment strategy. To determine associations with worsening ambulation after 6 months, we focused on the treatment strategies (nonsurgical treatment [collar immobilization or halo vest], conversion to surgery, or initial surgery) and patients' background. RESULTS Patients who received nonsurgical treatment were significantly older, and patients who underwent surgery had more Anderson-D'Alonzo type 2 fractures. Of the patients initially treated nonsurgically, 26% later underwent surgery. Numbers of complications, including death, and degrees of ambulation after 6 months did not differ significantly among treatment strategies. Patients who had worsened ambulation after 6 months were significantly more likely to be older than 80 years, to have needed assistance with walking before injury, and to have cerebrovascular disease. Multivariable analysis showed that a score of ≥2 on the 5-item modified frailty index (mFI-5) was significantly associated with worsening ambulation. CONCLUSIONS Preinjury mFI-5 scores of ≥2 were significantly associated with worsening ambulation 6 months after treatment of cervical odontoid fractures in older adults.
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Affiliation(s)
- Naoki Segi
- Department of Orthopedic Surgery, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, 466-8550, Japan
| | - Hiroaki Nakashima
- Department of Orthopedic Surgery, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, 466-8550, Japan.
| | - Sadayuki Ito
- Department of Orthopedic Surgery, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, 466-8550, Japan
| | - Noriaki Yokogawa
- Department of Orthopaedic Surgery, Graduate School of Medical Sciences, Kanazawa University, 13-1 Takara-machi, Kanazawa, Ishikawa, 920-8641, Japan
| | - Shota Ikegami
- Department of Orthopaedic Surgery, Shinshu University School of Medicine, 3-1-1 Asahi, Matsumoto, Nagano, 390-8621, Japan
| | - Kota Watanabe
- Department of Orthopaedic Surgery, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan
| | - Toru Funayama
- Department of Orthopaedic Surgery, Faculty of Medicine, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, Ibaraki, 305-8575, Japan
| | - Tomohiko Hasegawa
- Department of Orthopaedic Surgery, Hamamatsu University School of Medicine, 1-20-1 Handayama, Higashi-ku, Hamamatsu City, Shizuoka, 431-3192, Japan
| | - Hitoshi Tonomura
- Department of Orthopaedics, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kawaramachi-Hirokoji, Kamigyo-ku, Kyoto, 602-8566, Japan
| | - Kenichiro Kakutani
- Department of Orthopaedic Surgery, Kobe University Graduate School of Medicine, 7-5-1 Kusunoki-cho, Chuo-ku, Kobe, 650-0017, Japan
| | - Takeo Furuya
- Department of Orthopaedic Surgery, Graduate School of Medicine, Chiba University, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan
| | - Nobuyuki Suzuki
- Department of Orthopaedic Surgery, Nagoya City University Graduate School of Medical Sciences, 1 Kawasumi, Mizuho-cho, Nagoya, 467-8601, Japan
| | - Katsuhito Kiyasu
- Department of Orthopaedic Surgery, Kochi Medical School, Kochi University, Kohasu, Oko-cho, Nankoku, 783-8505, Japan
| | - Hiroyuki Tominaga
- Department of Orthopaedic Surgery, Graduate School of Medical and Dental Sciences, Kagoshima University, 8-35-1 Sakuragaoka, Kagoshima, 890-8520, Japan
| | - Masashi Miyazaki
- Department of Orthopaedic Surgery, Faculty of Medicine, Oita University, 1-1 Idaigaoka, Hasama-machi, Yufu-shi, Oita, 879-5593, Japan
| | - Yoshinori Terashima
- Department of Orthopaedic Surgery, Sapporo Medical University, South 1-West 16-291, Chuo-ku, Sapporo, 060-8543, Japan; Department of Orthopaedic Surgery, Matsuda Orthopedic Memorial Hospital, North 18-East 4-1 Kita-ku, Sapporo, 001-0018, Japan
| | - Hidenori Suzuki
- Department of Orthopaedic Surgery, Yamaguchi University Graduate School of Medicine, 1-1-1 Minami-kogushi, Ube City, Yamaguchi, 755-8505, Japan
| | - Ko Hashimoto
- Department of Orthopaedic Surgery, Tohoku University Graduate School of Medicine, 1-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi, 980-8574, Japan
| | - Hiroshi Uei
- Department of Orthopaedic Surgery, Nihon University Hospital, 1-6 Kanda-Surugadai, Chiyoda-ku, Tokyo, 101-8393, Japan; Department of Orthopaedic Surgery, Nihon University School of Medicine, 30-1 Oyaguchi Kami-cho, Itabashi-ku, Tokyo, 173-8610, Japan
| | - Haruki Funao
- Department of Orthopaedic Surgery, School of Medicine, International University of Health and Welfare, 852 Hatakeda, Narita, Chiba, 286-0124, Japan; Department of Orthopaedic Surgery, International University of Health and Welfare Narita Hospital, 852 Hatakeda, Narita, Chiba, 286-0124, Japan; Department of Orthopaedic Surgery and Spine and Spinal Cord Center, International University of Health and Welfare Mita Hospital, 1-4-3 Mita, Minato-ku, Tokyo, 108-8329, Japan
| | - Takashi Kaito
- Department of Orthopaedic Surgery, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, Osaka, 565-0871, Japan
| | - Kenichi Kawaguchi
- Department of Orthopaedic Surgery, Graduate School of Medical Sciences, Kyushu University, 3-1-1 Maidashi Higashi-ku, Fukuoka, 812-8582, Japan
| | - Daisuke Sakai
- Department of Orthopedics Surgery, Surgical Science, Tokai University School of Medicine, 143 Shimokasuya, Isehara, Kanagawa, 259-1193, Japan
| | - Shoji Seki
- Department of Orthopaedic Surgery, Faculty of Medicine, University of Toyama, 2630 Sugitani, Toyama, Toyama, 930-0194, Japan
| | - Bungo Otsuki
- Department of Orthopaedic Surgery, Graduate School of Medicine, Kyoto University, 54 Shogoin-Kawaracho, Sakyo-ku, Kyoto, Japan
| | - Gen Inoue
- Department of Orthopaedic Surgery, Kitasato University School of Medicine, 1-15-1, Kitazato, Minami-ku, Sagamihara, Kanagawa, 252-0374, Japan
| | - Seiji Okada
- Department of Orthopaedic Surgery, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, Osaka, 565-0871, Japan
| | - Shiro Imagama
- Department of Orthopedic Surgery, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, 466-8550, Japan
| | - Satoshi Kato
- Department of Orthopaedic Surgery, Graduate School of Medical Sciences, Kanazawa University, 13-1 Takara-machi, Kanazawa, Ishikawa, 920-8641, Japan
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Segi N, Nakashima H, Machino M, Ito S, Yokogawa N, Sasagawa T, Funayama T, Eto F, Watanabe K, Nori S, Furuya T, Yunde A, Nakajima H, Hasegawa T, Yamada T, Terashima Y, Hirota R, Suzuki H, Imajo Y, Ikegami S, Uehara M, Tonomura H, Sakata M, Hashimoto K, Onoda Y, Kawaguchi K, Haruta Y, Suzuki N, Kato K, Uei H, Sawada H, Nakanishi K, Misaki K, Terai H, Tamai K, Inoue G, Shirasawa E, Kakutani K, Iizuka Y, Takasawa E, Akeda K, Kiyasu K, Tominaga H, Tokumoto H, Funao H, Oshima Y, Yoshii T, Kaito T, Sakai D, Ohba T, Seki S, Otsuki B, Ishihara M, Miyazaki M, Okada S, Imagama S, Kato S. Epidemiology of Cervical Fracture/Cervical Spinal Cord Injury and Changes in Surgical Treatment Modalities in Elderly Individuals During a 10-year Period: A Nationwide Multicenter Study in Japan. Global Spine J 2024; 14:1583-1594. [PMID: 36638077 PMCID: PMC11394505 DOI: 10.1177/21925682231151643] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
STUDY DESIGN Retrospective multicenter study. OBJECTIVES To investigate changes over a 10-years period in the profile of cervical spine and spinal cord injuries among the elderly in Japan. METHODS The current multicenter study was a retrospective analysis of inpatients aged ≥65 years, suffering cervical fracture (CF) and/or cervical spinal cord injury (CSCI). We analyzed 1413 patients' epidemiology (from 2010 to 2019). Moreover, 727 patients who underwent surgical treatment were analyzed in 2 groups: the early (2010-2014) and late period (2015-2019). RESULTS Both the number of patients and number of surgical patients showed a significant increasing trend (P < .001), while the mean age, the distribution of injury levels and paralysis severity, and the proportion of surgical indications remained the same. The number of surgical patients doubled from 228 to 499 from the early to late periods. Posterior surgery was the most common approach (90.4%), instrumentation surgery with screws increased significantly, and the range of fusion was significantly longer in the late period (2.1 vs 2.7 levels, P = .001). Significantly worsening neurological symptoms were recorded in the late period (1.3% vs 5.8%, P = .006), with C5 palsy being the major one. Otherwise, perioperative, major, and other complications, including mortality, did not differ significantly in incidence. CONCLUSIONS Both the number of elderly CF and/or CSCI patients and number of patients undergoing surgery increased dramatically over the decade without any change in profile. Instrumentation surgeries with screws increased, without an increase in systemic complications.
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Affiliation(s)
- Naoki Segi
- Department of Orthopedic Surgery, Graduate School of Medicine, Nagoya University, Nagoya, Japan
| | - Hiroaki Nakashima
- Department of Orthopedic Surgery, Graduate School of Medicine, Nagoya University, Nagoya, Japan
| | - Masaaki Machino
- Department of Orthopedic Surgery, Graduate School of Medicine, Nagoya University, Nagoya, Japan
| | - Sadayuki Ito
- Department of Orthopedic Surgery, Graduate School of Medicine, Nagoya University, Nagoya, Japan
| | - Noriaki Yokogawa
- Department of Orthopaedic Surgery, Graduate School of Medical Sciences, Kanazawa University, Ishikawa, Japan
| | - Takeshi Sasagawa
- Department of Orthopaedic Surgery, Graduate School of Medical Sciences, Kanazawa University, Ishikawa, Japan
- Department of Orthopedics Surgery, Toyama Prefectural Central Hospital, Toyama, Japan
| | - Toru Funayama
- Department of Orthopaedic Surgery, Faculty of Medicine, University of Tsukuba, Ibaraki, Japan
| | - Fumihiko Eto
- Department of Orthopaedic Surgery, Graduate School of Comprehensive Human Sciences, University of Tsukuba, Ibaraki, Japan
| | - Kota Watanabe
- Department of Orthopaedic Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Satoshi Nori
- Department of Orthopaedic Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Takeo Furuya
- Department of Orthopaedic Surgery, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Atsushi Yunde
- Department of Orthopaedic Surgery, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Hideaki Nakajima
- Department of Orthopaedics and Rehabilitation Medicine, Faculty of Medical Sciences University of Fukui, Fukui, Japan
| | - Tomohiko Hasegawa
- Department of Orthopaedic Surgery, Hamamatsu University School of Medicine, Shizuoka, Japan
| | - Tomohiro Yamada
- Department of Orthopaedic Surgery, Hamamatsu University School of Medicine, Shizuoka, Japan
- Department of Orthopaedic Surgery, Nagoya Kyoritsu Hospital, Aichi, Japan
| | - Yoshinori Terashima
- Department of Orthopaedic Surgery, Sapporo Medical University, Sapporo, Japan
- Department of Orthopaedic Surgery, Matsuda Orthopedic Memorial Hospital, Sapporo, Japan
| | - Ryosuke Hirota
- Department of Orthopaedic Surgery, Sapporo Medical University, Sapporo, Japan
| | - Hidenori Suzuki
- Department of Orthopaedic Surgery, Yamaguchi University Graduate School of Medicine, Yamaguchi, Japan
| | - Yasuaki Imajo
- Department of Orthopaedic Surgery, Yamaguchi University Graduate School of Medicine, Yamaguchi, Japan
| | - Shota Ikegami
- Department of Orthopaedic Surgery, Shinshu University School of Medicine, Nagano, Japan
| | - Masashi Uehara
- Department of Orthopaedic Surgery, Shinshu University School of Medicine, Nagano, Japan
| | - Hitoshi Tonomura
- Department of Orthopaedics, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Munehiro Sakata
- Department of Orthopaedics, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
- Department of Orthopaedics, Saiseikai Shiga Hospital, Shiga, Japan
| | - Ko Hashimoto
- Department of Orthopaedic Surgery, Tohoku University Graduate School of Medicine, Miyagi, Japan
| | - Yoshito Onoda
- Department of Orthopaedic Surgery, Tohoku University Graduate School of Medicine, Miyagi, Japan
| | - Kenichi Kawaguchi
- Department of Orthopaedic Surgery, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Yohei Haruta
- Department of Orthopaedic Surgery, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Nobuyuki Suzuki
- Department of Orthopaedic Surgery, Nagoya City University Graduate School of Medical Sciences, Nagoya, Japan
| | - Kenji Kato
- Department of Orthopaedic Surgery, Nagoya City University Graduate School of Medical Sciences, Nagoya, Japan
| | - Hiroshi Uei
- Department of Orthopaedic Surgery, Nihon University Hospital, Tokyo, Japan
- Department of Orthopaedic Surgery, Nihon University School of Medicine, Tokyo, Japan
| | - Hirokatsu Sawada
- Department of Orthopaedic Surgery, Nihon University School of Medicine, Tokyo, Japan
| | - Kazuo Nakanishi
- Department of Orthopedics, Traumatology and Spine Surgery, Kawasaki Medical School, Okayama, Japan
| | - Kosuke Misaki
- Department of Orthopedics, Traumatology and Spine Surgery, Kawasaki Medical School, Okayama, Japan
| | - Hidetomi Terai
- Department of Orthopaedic Surgery, Osaka Metropolitan University Graduate School of Medicine, Osaka, Japan
| | - Koji Tamai
- Department of Orthopaedic Surgery, Osaka Metropolitan University Graduate School of Medicine, Osaka, Japan
| | - Gen Inoue
- Department of Orthopaedic Surgery, Kitasato University School of Medicine, Kanagawa, Japan
| | - Eiki Shirasawa
- Department of Orthopaedic Surgery, Kitasato University School of Medicine, Kanagawa, Japan
| | - Kenichiro Kakutani
- Department of Orthopaedic Surgery, Kobe University Graduate School of Medicine, Kobe, Japan
| | - Yoichi Iizuka
- Department of Orthopaedic Surgery, Gunma University, Graduate School of Medicine, Gunma, Japan
| | - Eiji Takasawa
- Department of Orthopaedic Surgery, Gunma University, Graduate School of Medicine, Gunma, Japan
| | - Koji Akeda
- Department of Orthopaedic Surgery, Mie University Graduate School of Medicine, Mie, Japan
| | - Katsuhito Kiyasu
- Department of Orthopaedic Surgery, Kochi Medical School, Kochi University, Nankoku, Japan
| | - Hiroyuki Tominaga
- Department of Orthopaedic Surgery, Graduate School of Medical and Dental Sciences, Kagoshima University, Kagoshima, Japan
| | - Hiroto Tokumoto
- Department of Orthopaedic Surgery, Graduate School of Medical and Dental Sciences, Kagoshima University, Kagoshima, Japan
| | - Haruki Funao
- Department of Orthopaedic Surgery, School of Medicine, International University of Health and Welfare, Chiba, Japan
- Department of Orthopaedic Surgery, International University of Health and Welfare Narita Hospital, Chiba, Japan
- Department of Orthopaedic Surgery and Spine and Spinal Cord Center, International University of Health and Welfare Mita Hospital, Tokyo, Japan
| | - Yasushi Oshima
- Department of Orthopaedic Surgery, The University of Tokyo Hospital, Tokyo, Japan
| | - Toshitaka Yoshii
- Department of Orthopaedic Surgery, Tokyo Medical and Dental University, Tokyo, Japan
| | - Takashi Kaito
- Department of Orthopaedic Surgery, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Daisuke Sakai
- Department of Orthopedics Surgery, Surgical Science, Tokai University School of Medicine, Kanagawa, Japan
| | - Tetsuro Ohba
- Department of Orthopaedic Surgery, University of Yamanashi, Yamanashi, Japan
| | - Shoji Seki
- Department of Orthopaedic Surgery, Faculty of Medicine, University of Toyama, Toyama, Japan
| | - Bungo Otsuki
- Department of Orthopaedic Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Masayuki Ishihara
- Department of Orthopaedic Surgery, Kansai Medical University Hospital, Osaka, Japan
| | - Masashi Miyazaki
- Department of Orthopaedic Surgery, Faculty of Medicine, Oita University, Oita, Japan
| | - Seiji Okada
- Department of Orthopaedic Surgery, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Shiro Imagama
- Department of Orthopedic Surgery, Graduate School of Medicine, Nagoya University, Nagoya, Japan
| | - Satoshi Kato
- Department of Orthopaedic Surgery, Graduate School of Medical Sciences, Kanazawa University, Ishikawa, Japan
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Brown CA, Ash ME, Styblo TM, Carlson GW, Losken A. The Modified Frailty Index Predicts Major Complications in Oncoplastic Reduction Mammoplasty. Ann Plast Surg 2024; 92:S372-S375. [PMID: 38856997 DOI: 10.1097/sap.0000000000003959] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/11/2024]
Abstract
BACKGROUND An important component of preoperative counseling and patient selection involves surgical risk stratification. There are many tools developed to predict surgical complications. The Modified Frailty Index (mFI) calculates risk based on the following five elements: hypertension, chronic obstructive pulmonary disease, congestive heart failure, diabetes, and functional status. Recent literature demonstrates the efficacy of the mFI across multiple surgical disciplines. We elected to investigate its utility in oncoplastic reductions (OCR). METHODS A retrospective review of all patients with breast cancer who underwent OCR from 1998 to 2020 was queried from a prospectively maintained database. Patient demographics, comorbidities, and surgical details were reviewed. The mFI was computed for each patient. The primary clinical outcome was the development of complications. RESULTS 547 patients were included in the study cohort. The average age was 55 and the average body mass index was 33.5. The overall complication rate was 19% (n = 105) and the major complication rate was 9% (n = 49). Higher frailty scores were significantly associated with the development of major complications (P < 0.05). mFI scores of 0 had a major complication rate of 5.7%; scores of 1, 13%; and scores of 2, 15.1%. The relative risk of a major complication in patients with elevated mFI (>0) was 2.2. Age, body mass index, and resection weights were not associated with complications (P = 0.15, P = 0.87, and P = 0.30 respectively) on continuous analysis. CONCLUSIONS Elevated mFI scores are associated with an increased major complication profile in patients who are undergoing OCR. Hypertension and diabetes are the most common comorbidities in our population, and this tool may assist with preoperative counseling and risk stratification. Benefits of this risk assessment tool include its ease of calculation and brevity. Our study is the first to demonstrate its utility in OCR; however, further study in high-risk patients would strengthen the applicability of this frailty index.
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Affiliation(s)
- Ciara A Brown
- From the Division of Plastic and Reconstructive Surgery, Emory University
| | | | - Toncred M Styblo
- Division of Surgical Oncology, Emory University School of Medicine, Atlanta, Georgia
| | - Grant W Carlson
- From the Division of Plastic and Reconstructive Surgery, Emory University
| | - Albert Losken
- From the Division of Plastic and Reconstructive Surgery, Emory University
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Kojima M, Morishita K, Shoko T, Zakhary B, Costantini T, Haines L, Coimbra R. Does frailty impact failure-to-rescue in geriatric trauma patients? J Trauma Acute Care Surg 2024; 96:708-714. [PMID: 38196096 DOI: 10.1097/ta.0000000000004256] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2024]
Abstract
BACKGROUND Failure-to-rescue (FTR), defined as death following a major complication, is a metric of trauma quality. The impact of patient frailty on FTR has not been fully investigated, especially in geriatric trauma patients. This study hypothesized that frailty increased the risk of FTR in geriatric patients with severe injury. METHODS A retrospective cohort study was conducted using the TQIP database between 2015 and 2019, including geriatric patients with trauma (age ≥65 years) and an Injury Severity Score (ISS) > 15, who survived ≥48 hours postadmission. Frailty was assessed using the modified 5-item frailty index (mFI). Patients were categorized into frail (mFI ≥ 2) and nonfrail (mFI < 2) groups. Logistic regression analysis and a generalized additive model (GAM) were used to examine the association between FTR and patient frailty after controlling for age, sex, type of injury, trauma center level, ISS, and vital signs on admission. RESULTS Among 52,312 geriatric trauma patients, 34.6% were frail (mean mFI: frail: 2.3 vs. nonfrail: 0.9, p < 0.001). Frail patients were older (age, 77 vs. 74 years, p < 0.001), had a lower ISS (19 vs. 21, p < 0.001), and had a higher incidence of FTR compared with nonfrail patients (8.7% vs. 8.0%, p = 0.006). Logistic regression analysis revealed that frailty was an independent predictor of FTR (odds ratio, 1.32; confidence interval, 1.23-1.44; p < 0.001). The GAM plots showed a linear increase in FTR incidence with increasing mFI after adjusting for confounders. CONCLUSION This study demonstrated that frailty independently contributes to an increased risk of FTR in geriatric trauma patients. The impact of patient frailty should be considered when using FTR to measure the quality of trauma care. LEVEL OF EVIDENCE Therapeutic/Care Management; Level IV.
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Affiliation(s)
- Mitsuaki Kojima
- From the Emergency and Critical Care Center (M.K., T.S.), Tokyo Women's Medical University Adachi Medical Center, Adachi, Tokyo, Japan; Trauma and Acute Critical Care Medical Center (K.M.), Tokyo Medical and Dental University Hospital, Bunkyo, Tokyo, Japan; CECORC-Comparative Effectiveness and Clinical Outcomes Research Center (B.Z., R.C.), Riverside University Health System Medical Center, Moreno Valley, CA; and Division of Trauma, Surgical Critical Care (TC, LH), Burns, and Acute Care Surgery, Department of Surgery, University of California San Diego Health Sciences, San Diego, CA
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Moroni EA, Gusenoff J. Discussion: Frailty Indices Outperform Historic Risk Proxies as Predictors of Postabdominoplasty Complications: An Analysis of a National Database. Plast Reconstr Surg 2024; 153:834-835. [PMID: 38546360 DOI: 10.1097/prs.0000000000010719] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/12/2024]
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Kweh BTS, Lee HQ, Tan T, Liew S, Hunn M, Wee Tee J. Posterior Instrumented Spinal Surgery Outcomes in the Elderly: A Comparison of the 5-Item and 11-Item Modified Frailty Indices. Global Spine J 2024; 14:593-602. [PMID: 35969642 PMCID: PMC10802518 DOI: 10.1177/21925682221117139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
STUDY DESIGN Retrospective Cohort. OBJECTIVES To validate the most concise risk stratification system to date, the 5-item modified frailty index (mFI-5), and compare its effectiveness with the established 11-item modified frailty index (mFI-11) in the elderly population undergoing posterior instrumented spine surgery. METHODS A single centre retrospective review of posterior instrumented spine surgeries in patients aged 65 years and older was conducted. The primary outcome was rate of post-operative major complications (Clavien-Dindo Classification ≥ 4). Secondary outcome measures included rate of all complications, 6-month mortality and surgical site infection. Multi-variate analysis was performed and adjusted receiver operating characteristic curves were generated and compared by DeLong's test. The indices were correlated with Spearman's rho. RESULTS 272 cases were identified. The risk of major complications was independently associated with both the mFI-5 (OR 1.89, 95% CI 1.01-3.55, P = .047) and mFI-11 (OR 3.73, 95% CI 1.90-7.30, P = .000). Both the mFI-5 and mFI-11 were statistically significant predictors of risk of all complications (P = .007 and P = .003), surgical site infection (P = .011 and P = .003) and 6-month mortality (P = .031 and P = .000). Adjusted ROC curves determined statistically similar c-statistics for major complications (.68 vs .68, P = .64), all complications (.66 vs .64, P = .10), surgical site infection (.75 vs .75, P = .76) and 6-month mortality (.83 vs .81, P = .21). The 2 indices correlated very well with a Spearman's rho of .944. CONCLUSIONS The mFI-5 and mFI-11 are equally effective predictors of postoperative morbidity and mortality in this population. The brevity of the mFI-5 is advantageous in facilitating its daily clinical use.
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Affiliation(s)
- Barry T. S. Kweh
- National Trauma Research Institute, Melbourne, VIC, Australia
- Department of Neurosurgery, Royal Melbourne Hospital, Melbourne, VIC, Australia
- Department of Neurosurgery, The Alfred Hospital, Melbourne, VIC, Australia
| | - Hui Qing Lee
- National Trauma Research Institute, Melbourne, VIC, Australia
- Department of Neurosurgery, The Alfred Hospital, Melbourne, VIC, Australia
| | - Terence Tan
- National Trauma Research Institute, Melbourne, VIC, Australia
- Department of Neurosurgery, The Alfred Hospital, Melbourne, VIC, Australia
| | - Susan Liew
- Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, Australia
- Department of Orthopaedics, The Alfred Hospital, Melbourne, VIC, Australia
| | - Martin Hunn
- Department of Neurosurgery, The Alfred Hospital, Melbourne, VIC, Australia
- Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, Australia
| | - Jin Wee Tee
- National Trauma Research Institute, Melbourne, VIC, Australia
- Department of Neurosurgery, The Alfred Hospital, Melbourne, VIC, Australia
- Department of Orthopaedics, The Alfred Hospital, Melbourne, VIC, Australia
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Khan M, Patnaik R, Lue M, Dao Campi H, Montorfano L, Sarmiento Cobos M, Valera RJ, Rosenthal RJ, Wexner SD. Modified Frailty Index Predicts Postoperative Complications Following Parastomal Hernia Repair. Am Surg 2024; 90:207-215. [PMID: 37632725 DOI: 10.1177/00031348231198102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/28/2023]
Abstract
BACKGROUND The 5-factor frailty index (5-mFI), validated frailty index with Spearmen rho correlation of .95 and C statistic >.7 for predicting postoperative complications, can be preoperatively used to stratify patients prior to parastomal hernia repairs. METHODS Retrospective review of the American College of Surgeons National Surgical Quality Improvement Program (ACS-NSQIP) database identified patients from 2015 to 2020. 5-mFI scores were calculated by adding one point for each comorbidity present: diabetes mellitus, congestive heart failure (CHF), hypertension requiring medication, severe chronic obstructive pulmonary disease (COPD), non-independent functional status. Primary endpoint was 30-day overall complications; secondary endpoints were 30-day readmission, reoperation, and discharge to care facility. RESULTS 2924 (52.2% female) patients underwent elective parastomal hernia repair. Univariate analysis showed 5-mFI > 2 had higher rates of overall (P = .008), pulmonary (P = .002), cardiovascular (P = .003)), hematologic (P = .003), and renal (P = .002) complications and higher rates of readmission (P = .009), reoperation (P = .001), discharge to care facility (P < .001), and death (P < .001). Multivariate analysis identified a 5-mFI of 2 or more as an independent risk factor for overall complications [OR: 1.40, 1.03-1.78; P = .032], pulmonary complications [2.97, 1.63-5.39; P < .001], hematological complications [1.60, 1.03-2.47; P = .035], renal complications [2.04, 1.19-3.46; P = .009], readmission [1.54, 1.19-1.99; P < .001], and discharge to facility [2.50, 1.66-3.77; P < .001]. Reoperation was not signification on multivariate analysis. CONCLUSIONS Parastomal hernia repair patients with 5-mFI score of >2 had higher risk of renal, cardiovascular, pulmonary, and hematologic complications, readmissions, longer hospitalization, discharge to care facility, and mortality, and can be useful during preoperative risk stratification.
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Affiliation(s)
- Mustafa Khan
- Department of General Surgery, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Ronit Patnaik
- Department of General Surgery, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Melinda Lue
- Department of General Surgery, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Haisar Dao Campi
- Department of General Surgery, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Lisandro Montorfano
- Department of Minimally Invasive Surgery, Cleveland Clinic Florida, Weston, FL, USA
| | | | - Roberto J Valera
- Department of Minimally Invasive Surgery, Cleveland Clinic Florida, Weston, FL, USA
| | - Raul J Rosenthal
- Department of Minimally Invasive Surgery, Cleveland Clinic Florida, Weston, FL, USA
| | - Steven D Wexner
- Ellen Leifer Shulman and Steven Shulman Digestive Disease Center, Cleveland Clinic Florida, Weston, FL, USA
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Deldar R, Huffman SS, Bovill JD, Gupta N, Truong BN, Haffner ZK, Sayyed AA, Fan KL, Evans KK. Clinical utility of the modified frailty index in predicting adverse outcomes in patients undergoing lower extremity free flap reconstruction. Microsurgery 2024; 44:e31135. [PMID: 38124444 DOI: 10.1002/micr.31135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Revised: 10/30/2023] [Accepted: 12/08/2023] [Indexed: 12/23/2023]
Abstract
BACKGROUND Identifying at-risk patients for complications remains challenging in patients with chronic lower extremity (LE) wounds receiving free tissue transfer (FTT) for limb salvage. The modified-5 frailty index (mFI-5) has been utilized to predict postoperative complications, yet it has not been studied in this population. The aim of this study was to determine the utility of the mFI-5 in predicting adverse postoperative outcomes. METHODS Patients ≥60 years, who underwent LE FTT reconstruction at a single institution from 2011 to 2022, were retrospectively reviewed. Patient characteristics, mFI-5, and postoperative outcomes were collected. Cohorts were divided by an mFI-5 score of <2 or ≥2. RESULTS A total of 115 patients were identified, of which 71.3% (n = 82) were male, 64.3% (n = 74) had a mFI-5 score of ≥2, and 35.7% (n = 41) had a score <2. The average age and body mass index were 67.8 years and 28.7 kg/m2 , respectively. The higher mFI-5 cohort had lower baseline albumin levels (3.0 vs. 4.0 g/dL, p = .015) and higher hemoglobin A1c levels (7.4 vs. 5.8%, p < .001). The postoperative length of stay was longer in the higher mFI-5 cohort (18 vs. 13.4 days, p = .003). The overall flap success was 96.5% (n = 111), with no difference between cohorts (p = .129). Postoperative complications were comparable between cohorts (p = .294). At a mean follow-up of 19.8 months, eight patients (7.0%) underwent amputation, and 91.3% (n = 105) were ambulatory. CONCLUSION High microsurgical success rates can be achieved in comorbid patients with high frailty indexes who undergo FTT for limb salvage. A multidisciplinary team approach may effectively mitigate negative outcomes in elderly, frail patients.
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Affiliation(s)
- Romina Deldar
- Department of Plastic and Reconstructive Surgery, MedStar Georgetown University Hospital, Washington, DC, USA
| | | | - John D Bovill
- Georgetown University School of Medicine, Washington, DC, USA
| | - Nisha Gupta
- Georgetown University School of Medicine, Washington, DC, USA
| | - Brian N Truong
- Georgetown University School of Medicine, Washington, DC, USA
| | - Zoë K Haffner
- Department of Plastic and Reconstructive Surgery, MedStar Georgetown University Hospital, Washington, DC, USA
| | - Adaah A Sayyed
- Department of Plastic and Reconstructive Surgery, MedStar Georgetown University Hospital, Washington, DC, USA
| | - Kenneth L Fan
- Department of Plastic and Reconstructive Surgery, MedStar Georgetown University Hospital, Washington, DC, USA
| | - Karen K Evans
- Department of Plastic and Reconstructive Surgery, MedStar Georgetown University Hospital, Washington, DC, USA
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Mologne MS, Quan T, Mikula JD, Garcia AR, Best MJ, Thakkar SC. Higher Modified Frailty Index Score is Associated with Increased 30-Day Postoperative Complications Following Surgical Treatment of Tibial Shaft Fractures. THE ARCHIVES OF BONE AND JOINT SURGERY 2024; 12:637-644. [PMID: 39498216 PMCID: PMC11531766 DOI: 10.22038/abjs.2024.75059.3470] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Accepted: 06/15/2024] [Indexed: 11/07/2024]
Abstract
Objectives This study was conducted to determine if factors comprising the mFI were correlated with adverse outcomes following surgical intervention of tibial shaft fractures. Methods We identified patients 50 years or older with tibial shaft fractures that were managed surgically from a national database from 2007-2019. The 5-item mFI score, which comprised of diabetes, hypertension, congestive heart failure, dependent functional status, and chronic obstructive pulmonary disease, was calculated for each patient. Regression analysis was used to evaluate the association of different mFI scores with thirty-day postoperative outcomes. Results 1,159 total patients (mean age of 65 years) were included in this study. After controlling for confounding variables on multivariate analysis, compared to patients with a mFI of 0, those with a score of 1 had an increased risk of major complications (OR 5.11; p=0.038), minor complications (OR 3.11; p=0.004), readmission (OR 2.75; p=0.020), postoperative transfusion (OR 2.22; p=0.037), prolonged hospital stay (OR 1.88; p<0.001), and non-home discharge (OR 1.52; p=0.014). Similar increased risk of complications was seen for patients with a mFI of 2 compared to those with a score of 0: major complications (OR 9.49; p=0.004), readmission (OR 3.73; p=0.003), postoperative transfusion (OR 4.07; p<0.001), prolonged hospital stay (OR 2.50; p<0.001), and non-home discharge (OR 2.32; p<0.001). Conclusion Higher scores on the mFI were associated with higher complication rates in patients following surgical treatment of tibial shaft fractures. The modified frailty index is a useful tool for surgeons to assess risk before operation.
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Affiliation(s)
| | - Theodore Quan
- George Washington School of Medicine and Health Sciences, Washington, DC, USA
| | - Jacob D. Mikula
- Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA
| | - Alexander R. Garcia
- Department of Orthopaedic Surgery, Johns Hopkins Hospital, Baltimore, BA, USA
| | - Matthew J. Best
- Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA
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11
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Khan MTA, Rajesh A, Montorfano L, Lue M, Wong Won B, Wang HT, Hosein RC. Evaluation of modified frailty index for predicting post-operative outcomes after lower-extremity free-flap reconstruction. Microsurgery 2023; 43:657-664. [PMID: 37464537 DOI: 10.1002/micr.31092] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Revised: 06/24/2023] [Accepted: 07/06/2023] [Indexed: 07/20/2023]
Abstract
BACKGROUND Risk stratification for complex procedures such as microsurgical reconstruction of the lower extremities is an important part of preoperative planning and counseling. The aim of this study was to determine the effectiveness of the modified five-item frailty index (5-mFI) score, a validated tool for assessing risk in surgical patients, in predicting postoperative complications after lower extremity (LE) free flap reconstruction. METHODS A retrospective review of the American College of Surgeons National Surgical Quality Improvement Program (ACS-NSQIP) database was conducted from 2010 to 2020 on patients who underwent LE free-flap reconstruction. 5-mFI scores were calculated and patients were categorized as 5-mFI ≥2 or <2. The primary endpoint was the presence of 30-day overall complications. The secondary endpoints included 30-day readmission, need for reoperation, and need to discharge to a care facility. Comparisons were made using one-way analysis of variances, Pearson's chi-squared test, or Fisher's extract test. Multivariable logistic regression models were performed for sex, age, BMI, smoker status, operative time, and ASA classification. RESULTS Total of 294 (61.6% males) patients were identified. Univariate analysis showed 5-mFI ≥2 had higher rates of overall complications (p = .043) and hematologic complications (p = .033). In this population, there were also higher rates of reoperation (p = .003) and discharge to care facility (p < .001). Multivariable regression models further substantiated that 5-mFI ≥2 was independently associated with increased overall complications [2.46, CI: 1.10-5.59, p = .031], hematologic complications [2.55, 1.02-6.35, p = .046], reoperation [4.55, 1.54-13.3, p = .006], and discharge to facility [2.86, 1.27-6.45, p = .011]. CONCLUSIONS There is a strong association of 5-mFI ≥2 with adverse post-operative outcomes in male patients undergoing LE free-flap reconstruction. This can be a valuable adjunct in the counsel of patients for whom lower extremity salvage is feasible.
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Affiliation(s)
- Mustafa T A Khan
- Department of General Surgery, University of Texas Health San Antonio, San Antonio, Texas, USA
| | - Aashish Rajesh
- Department of General Surgery, University of Texas Health San Antonio, San Antonio, Texas, USA
| | - Lisandro Montorfano
- Department of Plastic Surgery, Vanderbilt University, Nashville, Tennessee, USA
| | - Melinda Lue
- Department of General Surgery, University of Texas Health San Antonio, San Antonio, Texas, USA
| | - Brian Wong Won
- Department of Plastic Surgery, University of Texas Health San Antonio, San Antonio, Texas, USA
| | - Howard T Wang
- Department of Plastic Surgery, University of Texas Health San Antonio, San Antonio, Texas, USA
| | - Rayaad C Hosein
- Department of Plastic Surgery, University of Texas Health San Antonio, San Antonio, Texas, USA
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12
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Sandhu MRS, Tickoo M, Bardia A. Data Science and Geriatric Anesthesia Research: Opportunity and Challenges. Anesthesiol Clin 2023; 41:631-646. [PMID: 37516499 DOI: 10.1016/j.anclin.2023.03.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/31/2023]
Abstract
With an increase in geriatric population undergoing surgical procedures, research focused on enhancing their perioperative outcomes is of paramount importance. Currently, most of the evidence-based medicine protocols are driven by studies concentrating on adults encompassing all adult age groups. Given the alterations in physiology with aging, geriatric patients respond differently to anesthetics and, therefore, require specific research initiatives to further expound on the same. Large databases and the development of sophisticated analytic tools can provide meaningful insights into this. Here, we discuss a few research opportunities and challenges that data scientists face when focusing on geriatric perioperative research.
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Affiliation(s)
- Mani Ratnesh S Sandhu
- Department of Neurosurgery, University of Iowa Hospitals and Clinics, Iowa City, IA, USA
| | - Mayanka Tickoo
- Division of Pulmonary, Department of Medicine, Critical Care and Sleep Medicine, Tufts Medical Center, Biewend Building, 3Road Floor, 260 Tremont Street, Boston, MA 02118, USA
| | - Amit Bardia
- Department of Anesthesiology, Critical Care and Pain Medicine, Massachusetts General Hospital, Boston, MA 06520, USA.
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13
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Clements NA, Gaskins JT, Martin RCG. Predictive Ability of Comorbidity Indices for Surgical Morbidity and Mortality: a Systematic Review and Meta-analysis. J Gastrointest Surg 2023; 27:1971-1987. [PMID: 37430092 DOI: 10.1007/s11605-023-05743-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Accepted: 05/27/2023] [Indexed: 07/12/2023]
Abstract
BACKGROUND Several contemporary risk stratification tools are now being used since the development of the Charlson Comorbidity Index (CCI) in 1987. The purpose of this systematic review and meta-analysis was to compare the utility of commonly used co-morbidity indices in predicting surgical outcomes. METHODS A comprehensive review was performed to identify studies reporting an association between a pre-operative co-morbidity measurement and an outcome (30-day/in-hospital morbidity/mortality, 90-day morbidity/mortality, and severe complications). Meta-analysis was performed on the pooled data. RESULTS A total of 111 included studies were included with a total cohort size 25,011,834 patients. The studies reporting the 5-item Modified Frailty Index (mFI-5) demonstrated a statistical association with an increase in the odds of in-hospital/30-day mortality (OR:1.97,95%CI: 1.55-2.49, p < 0.01). The pooled CCI results demonstrated an increase in the odds for in-hospital/30-day mortality (OR:1.44,95%CI: 1.27-1.64, p < 0.01). Pooled results for co-morbidity indices utilizing a scale-based continuous predictor were significantly associated with an increase in the odds of in-hospital/30-day morbidity (OR:1.32, 95% CI: 1.20-1.46, p < 0.01). On pooled analysis, the categorical results showed a higher odd for in-hospital/30-day morbidity (OR:1.74,95% CI: 1.50-2.02, p < 0.01). The mFI-5 was significantly associated with severe complications (Clavien-Dindo ≥ III) (OR:3.31,95% CI:1.13-9.67, p < 0.04). Pooled results for CCI showed a positive trend toward severe complications but were not significant. CONCLUSION The contemporary frailty-based index, mFI-5, outperformed the CCI in predicting short-term mortality and severe complications post-surgically. Risk stratification instruments that include a measure of frailty may be more predictive of surgical outcomes compared to traditional indices like the CCI.
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Affiliation(s)
- Noah A Clements
- The Hiram C. Polk, Jr., MD Department of Surgery, Division of Surgical Oncology, University of Louisville School of Medicine, 315 E. Broadway, Louisville, KY, 40292, USA
| | - Jeremy T Gaskins
- The Hiram C. Polk, Jr., MD Department of Surgery, Division of Surgical Oncology, University of Louisville School of Medicine, 315 E. Broadway, Louisville, KY, 40292, USA
| | - Robert C G Martin
- The Hiram C. Polk, Jr., MD Department of Surgery, Division of Surgical Oncology, University of Louisville School of Medicine, 315 E. Broadway, Louisville, KY, 40292, USA.
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14
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Chow AL, Karius AK, Broderick KP, Cooney CM. Frailty is the New Age: A Retrospective Study of Modified Frailty Index for Preoperative Risk Assessment in Autologous Breast Reconstruction. J Reconstr Microsurg 2023; 39:81-91. [PMID: 36691382 DOI: 10.1055/s-0042-1743566] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
BACKGROUND Age is a poor predictor of postoperative outcomes in breast reconstruction necessitating new methods for risk-stratifying patients preoperatively. The 5-item modified frailty index (mFI-5) is a validated measure of frailty which assesses patients' global health. The purpose of this study was to compare the effectiveness of mFI-5 and age as independent predictors of 30-day postoperative complications following autologous breast reconstruction. METHODS Patients who underwent autologous breast reconstruction between 2005 and 2019 were identified from the American College of Surgeons National Surgical Quality Improvement Program. Patients were stratified based on presence of major, minor, both minor and major, and no complications. Univariate and multivariate logistic regression were performed to determine the predictive power of mFI-5, age, and other preoperative risk factors for development of minor and major 30-day postoperative complications in all patients and stratified by flap type. RESULTS A total of 25,215 patients were included: 20,366 (80.8%) had no complications, 2,009 (8.0%) had minor complications, 1,531 (6.1%) had major complications, and 1,309 (5.2%) had both minor and major complications. Multivariate regression demonstrated age was not a predictor of minor (odds ratio [OR]: 1.0, p = 0.045), major (OR: 1.0, p = 0.367), or both minor and major (OR: 1.0, p = 0.908) postoperative complications. mFI-5 was a significant predictor of minor complications for mFI-5 scores 1 (OR: 1.3, p < 0.001), 2 (OR: 1.8, p < 0.001), and 3 (OR: 2.8, p = 0.043). For major complications, mFI-5 was a significant predictor for scores 1 (OR: 1.2, p = 0.011) and 2 (OR: 1.3, p = 0.03). CONCLUSION Compared with age, mFI-5 scores were better predictors of 30-day postoperative complications following autologous breast reconstruction regardless of flap type. Additionally, higher mFI-5 scores were associated with increased odds of minor and major complications. Our findings indicate that reconstructive breast surgeons should consider using the mFI-5 in lieu of age to risk-stratify patients prior to autologous breast reconstruction surgery.
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Affiliation(s)
- Amanda L Chow
- Department of Plastic and Reconstructive Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland.,Division of Plastic and Reconstructive Surgery, Rutgers New Jersey Medical School, Newark, New Jersey
| | - Alexander K Karius
- Department of Plastic and Reconstructive Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Kristen P Broderick
- Department of Plastic and Reconstructive Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Carisa M Cooney
- Department of Plastic and Reconstructive Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
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Galet C, Lawrence K, Lilienthal D, Hubbard J, Romanowski KS, Skeete DA, Mashruwala N. Admission Frailty Score Are Associated With Increased Risk of Acute Respiratory Failure and Mortality in Burn Patients 50 and Older. J Burn Care Res 2023; 44:129-135. [PMID: 36001028 DOI: 10.1093/jbcr/irac120] [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: 01/28/2022] [Indexed: 01/11/2023]
Abstract
Herein, we assessed the utility of the Canadian Study of Health and Aging Clinical Frailty Scale (CSHA-CFS) to predict burn-specific outcomes. We hypothesized that frail patients are at greater risk for burn-related complications and require increased healthcare support at discharge. Patients 50 years and older admitted to our institution for burn injuries between July 2009 and June 2019 were included. Demographics, comorbidities, pre-injury functional status, injury and hospitalization information, complications (graft loss, acute respiratory failure, and acute kidney disease [AKI]), mortality, and discharge disposition were collected. Multivariate analyses were performed to assess the association between admission frailty scored using the CSHA-CFS and outcomes. P < .05 was considered significant. Eight-hundred fifty-one patients were included, 697 were not frail and 154 were frail. Controlling for Baux scores, sex, race, mechanism of injury, 2nd and 3rd degree burn surface, and inhalation injury, frailty was associated with acute respiratory failure (OR = 2.599 [1.460-4.628], P = .001) and with mortality (OR = 6.080 [2.316-15.958]; P < .001). Frailty was also associated with discharge to skilled nursing facility, rehabilitation, or long-term acute care facilities (OR = 3.135 [1.784-5.508], P < .001), and to hospice (OR = 8.694 [1.646-45.938], P = .011) when compared to home without healthcare services. Frailty is associated with increased risk of acute respiratory failure, mortality, and requiring increased healthcare support post-discharge. Our data suggest that frailty can be used as a tool to predict morbidity and mortality and for goals of care discussions for the burn patient.
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Affiliation(s)
- Colette Galet
- Department of Surgery, Acute Care Surgery Division, University of Iowa, Iowa City, USA
| | - Kevin Lawrence
- Carver College of Medicine, University of Iowa, Iowa City, USA
| | - Drew Lilienthal
- Department of Surgery, Acute Care Surgery Division, University of Iowa, Iowa City, USA
| | - Janice Hubbard
- Department of Surgery, Acute Care Surgery Division, University of Iowa, Iowa City, USA
| | - Kathleen S Romanowski
- Division of Burn Surgery, University of California, Davis Medical Center and Shriners Hospitals for Children Northern California, Sacramento, USA
| | - Dionne A Skeete
- Department of Surgery, Acute Care Surgery Division, University of Iowa, Iowa City, USA
| | - Neil Mashruwala
- Department of Surgery, Acute Care Surgery Division, University of Iowa, Iowa City, USA
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Frailty Is Superior to Age for Predicting Readmission, Prolonged Length of Stay, and Wound Infection in Elective Otology Procedures. Otol Neurotol 2022; 43:937-943. [PMID: 35970157 DOI: 10.1097/mao.0000000000003636] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To determine the predictive ability of the 5-point modified frailty index relative to age in elective otology patients. STUDY DESIGN Retrospective database analysis. SETTING Multicenter, national database of surgical patients. PATIENTS We selected all elective surgical patients who received tympanoplasty, tympanomastoidectomy, mastoidectomy, revision mastoidectomy, and cochlear implant procedures from 2016 to 2019 from the National Surgical Quality Improvement database. INTERVENTIONS Therapeutic. MAIN OUTCOME MEASURES Readmission rates, discharge disposition, reoperation rates, and extended length of hospital stay. RESULTS Utilizing receiver operating characteristics with area under the curve (AUC) analysis, nonrobust status was determined to be a superior predictor relative to age of readmission (AUC = 0.628 [p < 0.001] versus AUC = 0.567 [p = 0.047], respectively) and open wound infection relative to age (AUC = 0.636 [p = 0.024] versus AUC = 0.619 [p = 0.048], respectively). Nonrobust otology patients were more likely to have dyspnea at rest and an American Society of Anesthesiology score higher than 2 before surgery (odds ratios, 13.304 [95% confidence interval, 2.947-60.056; p < 0.001] and 7.841 [95% confidence interval, 7.064-8.704; p < 0.001], respectively). CONCLUSION Nonrobust status was found to be a useful predictor of readmission and prolonged length of stay in patients undergoing elective otology procedures, which generally have low complication rate. Given the aging population and corresponding increase in otology disease, it is important to use age-independent risk stratification measures. Frailty may provide a useful risk stratification tool to select surgical candidates within the aging population.
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Salzman GA, Saliba D, Ko CY, Maggard-Gibbons M, Russell MM. The Association of Frailty With Outcomes for Older Adults Undergoing Appendectomy. Am Surg 2022; 88:2456-2463. [PMID: 35576607 DOI: 10.1177/00031348221101493] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Frailty is a potential modifiable predictor of surgical outcomes in older adults. The impact of frailty following appendectomy, a common urgent operation, is unknown for older adults. The study aim was to assess if frailty is associated with worse perioperative outcomes after appendectomy in older adults. METHODS We used the American College of Surgeons National Surgical Quality Improvement Program (ACS NSQIP) database from 2016 to 2018 and identified patients 65 and older who underwent appendectomy for acute appendicitis. We identified frailty as a Modified Frailty Index (MFI) score ≥2. Multivariate logistic regression was used to assess the association of frailty with 30-day mortality, serious complications, readmission, and discharge to facility. RESULTS Five thousand seven hundred twenty-eight older adults underwent appendectomy, of which 29.1% were 75 or older, 53.3% female, 74.9% non-Hispanic White, and 17.1% frail. Frail patients experienced worse outcomes: mortality (frail: 1.0% vs non-frail: .3%, P = .001), serious complications (14.2% vs 8.0%, P = <.0001), and discharge to facility (9.3% vs 2.3%, P < .0001). On multivariate logistic regression, frailty was associated with increased mortality (odds ratio [OR] 3.34; 95% confidence interval [CI] 1.28-8.66), serious complications (OR 1.51; 95% CI: 1.17-1.93), and discharge to facility (OR 2.80; 95% CI: 2.00-3.93). Frailty was not significantly associated with readmission (P = .180). CONCLUSIONS Frailty is associated with worse postoperative outcomes following appendectomy in older adults. As frailty is potentially modifiable, it should be routinely assessed and utilized in perioperative optimization and counseling, especially with respect to patient-centered outcomes.
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Affiliation(s)
- Garrett A Salzman
- Department of Surgery, 12222University of California Los Angeles School of Medicine, Los Angeles, CA, USA.,Department of Surgery, 19975Greater Los Angeles Veterans Affairs Healthcare System, Los Angeles, CA, USA
| | - Debra Saliba
- Geriatrics Research, Education and Clinical Center, 19975Greater Los Angeles Veterans Affairs Healthcare System, Los Angeles, CA, USA.,Borun Center, 12222University of California Los Angeles School of Medicine, Los Angeles, CA, USA
| | - Clifford Y Ko
- Department of Surgery, 12222University of California Los Angeles School of Medicine, Los Angeles, CA, USA.,Department of Surgery, 19975Greater Los Angeles Veterans Affairs Healthcare System, Los Angeles, CA, USA
| | - Melinda Maggard-Gibbons
- Department of Surgery, 12222University of California Los Angeles School of Medicine, Los Angeles, CA, USA.,Department of Surgery, 19975Greater Los Angeles Veterans Affairs Healthcare System, Los Angeles, CA, USA
| | - Marcia M Russell
- Department of Surgery, 12222University of California Los Angeles School of Medicine, Los Angeles, CA, USA.,Department of Surgery, 19975Greater Los Angeles Veterans Affairs Healthcare System, Los Angeles, CA, USA
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Taylor GA, Acevedo E, Kling SM, Kuo LE. Predicting Outcomes in Thyroidectomy and Parathyroidectomy: The Modified Five-Point Frailty Index Versus American Society of Anesthesiologists Classification. J Surg Res 2022; 276:83-91. [PMID: 35339784 DOI: 10.1016/j.jss.2022.02.044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Revised: 02/04/2022] [Accepted: 02/21/2022] [Indexed: 10/18/2022]
Abstract
INTRODUCTION Thyroidectomy and parathyroidectomy are relatively safe procedures, with overall morbidity rates of 2%-5%. The increasing age is associated with higher likelihood of poor outcomes. The modified five-point frailty index (mFI-5) is associated with complications, but many surgeons are unfamiliar with mFI-5. We assessed the accuracy of the mFI-5 versus the commonly-used American Society of Anesthesiologists (ASA) classification to predict complications following thyroidectomy and parathyroidectomy. METHODS Patients undergoing thyroidectomy or parathyroidectomy in 2015-2018 NSQIP datasets were identified. The mFI-5 scores were calculated by adding the number of the following comorbidities: congestive heart failure, hypertension requiring medication, chronic obstructive pulmonary disease, diabetes, and nonindependent functional status. Receiver operating characteristics curves were plotted for 30-d mortality and serious morbidity (defined as deep surgical site infection, dehiscence, unplanned intubation, failure to wean from the ventilator 48-h postoperatively, acute renal failure, pneumonia, pulmonary embolism, myocardial infarction, cardiac arrest requiring cardiopulmonary resuscitation, sepsis, septic shock, cerebrovascular accident, or reoperation) using mFI-5 and ASA classification. Areas under these curves (AUC) were compared. RESULTS Ninety-two thousand, six hundred and ninety-one patients were studied. The mFI-5 and ASA were fair predictors of 30-d mortality (AUC 0.75 and 0.82, respectively) and good predictors of serious morbidity (AUC 0.61 and 0.64). After stratification by age, ASA was superior to mFI-5 in predicting mortality for patients aged 65, 70, 80 y, and older, for the entire population and for thyroidectomy and parathyroidectomy separately. CONCLUSIONS The ASA classification is a better predictor of mortality and serious morbidity than mFI-5 among patients undergoing thyroidectomy or parathyroidectomy and may be a better prognostic indicator to use when counseling patients before low-risk neck surgery.
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Affiliation(s)
- George A Taylor
- Temple University Hospital, Department of Surgery, Philadelphia, Pennsylvania.
| | - Edwin Acevedo
- Temple University Hospital, Department of Surgery, Philadelphia, Pennsylvania
| | - Sarah M Kling
- Temple University Hospital, Department of Surgery, Philadelphia, Pennsylvania
| | - Lindsay E Kuo
- Temple University Hospital, Department of Surgery, Philadelphia, Pennsylvania; Lewis Katz School of Medicine at Temple University, Philadelphia, Pennsylvania
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Gallo L, Gallo M, Augustine H, Leveille C, Murphy J, Copeland AE, Thoma A. Assessing patient frailty in plastic surgery: A systematic review. J Plast Reconstr Aesthet Surg 2021; 75:579-585. [PMID: 34785160 DOI: 10.1016/j.bjps.2021.09.055] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Accepted: 09/27/2021] [Indexed: 12/21/2022]
Abstract
PURPOSE With the increase in the aging population, the level of frailty has become an important metric for assessing preoperative patient risk. Although medical and surgical specialties continue to adopt and standardize the use of frailty instruments, few studies within the plastic surgery literature have utilized such instruments to predict poor postoperative outcomes. The purpose of this article is two-fold: (1) to provide a comprehensive review of the existing frailty instruments and (2) to summarise the existing evidence regarding the role of pre-operative frailty assessments on peri‑operative morbidity and mortality in plastic surgery. METHODS This systematic review was registered a priori on the Open Science Framework (https://osf.io/vfzw8). A computerized database search of Ovid MEDLINE, EMBASE, and Cochrane was performed from database inception to December 13, 2020. All articles that examined the effect of preoperative patient frailty on perioperative morbidity and mortality outcomes following plastic surgery interventions were included for data extraction. RESULTS From the 11 studies included in this review, ten unique frailty instruments were identified. The modified Frailty Index (mFI) and the Fried Frailty Index (FFI) were the most commonly reported frailty measurement tools; however, the FRAIL scale was the only outcome measure identified to be valid, reliable, and responsive to change. Regardless of the frailty measure used, nearly all studies reported that worse surgical outcomes were associated with a higher patient frailty score. CONCLUSION There is a strong association between higher frailty scores and worse postoperative outcomes in plastic surgery. The FRAIL scale is a clinimetrically sound frailty instrument that should be used in all patients to assess perioperative risk in plastic surgery.
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Affiliation(s)
- Lucas Gallo
- Division of Plastic Surgery, Department of Surgery, McMaster University, Hamilton, Ontario, Canada
| | - Matteo Gallo
- School of Medicine, Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Haley Augustine
- Division of Plastic Surgery, Department of Surgery, McMaster University, Hamilton, Ontario, Canada
| | - Cameron Leveille
- Division of Plastic Surgery, Department of Surgery, McMaster University, Hamilton, Ontario, Canada
| | - Jessica Murphy
- Division of Plastic Surgery, Department of Surgery, McMaster University, Hamilton, Ontario, Canada
| | - Andrea E Copeland
- Division of Plastic Surgery, Department of Surgery, McMaster University, Hamilton, Ontario, Canada
| | - Achilles Thoma
- Division of Plastic Surgery, Department of Surgery, McMaster University, Hamilton, Ontario, Canada; Faculty of Health Sciences, Department of Health Research Methods, Evidence and Impact, McMaster Univeristy, Hamilton, Ontario, Canada.
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Jain NS, Vuong LN, Hickman LB, Chin P, Hill EJR, Buck D, Festekjian JH. Using the modified frailty index to predict negative outcomes in free-flap breast reconstruction: A National Surgical Quality Improvement Project-based study. Microsurgery 2021; 41:709-715. [PMID: 34533855 DOI: 10.1002/micr.30810] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 07/21/2021] [Accepted: 08/27/2021] [Indexed: 11/09/2022]
Abstract
BACKGROUND Post-mastectomy free-flap breast reconstruction is becoming increasingly common in the United States. However, predicting which patients may suffer complications remains challenging. We sought to apply the validated modified frailty index (mFI) to free-flap breast reconstruction in breast cancer patients and determine its utility in predicting negative outcomes. METHODS We conducted a retrospective study using National Surgical Quality Improvement Project (NSQIP). All patients who had a CPT code of 19364, indicative of free tissue transfer for breast cancer reconstruction, were included. Data on preoperative characteristics and postoperative outcomes were collected. Patients were separated based on the number of mFI factors present into three categories: 0, 1, and > 2 factors. Preoperative demographics, clinical status, and other comorbidities were also studied. Negative outcomes were compared using multivariate logistic regression. RESULTS 11,852 patients (mean age 50.9 ± 9.5) were found; 24.2% had complications, comparable to previous literature. mFI is predictive of all types of negative outcomes. 22.5% of all patients with 0 mFI, 27.7% of patients with 1 mFI and 34.2% of patients with at least two mFI had a negative outcome. The most common factors contributing to the mFI were history of hypertension (24.8%) and diabetes (6.1%). mFI was found to be an isolated risk factor for negative outcomes, along with steroid use, American Society of Anesthesiology (ASA) classification, body mass index, and immediate, and bilateral operations. CONCLUSIONS This NSQIP-based study for patients undergoing free flap breast reconstruction shows that the mFI holds predictive value regarding negative outcomes. This provides more information to properly counsel patients before free flap breast reconstruction surgery.
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Affiliation(s)
- Nirbhay S Jain
- Division of Plastic and Reconstructive Surgery, University of California, Los Angeles, Los Angeles, California, USA
| | - Linh N Vuong
- Divison of Plastic and Reconstructive Surgery, Department of Surgery, Washington University in St. Louis, St. Louis, Missouri, USA
| | - L Brian Hickman
- Department of Neurology, University of California, Los Angeles, Los Angeles, California, USA
| | - Patrick Chin
- Division of Plastic and Reconstructive Surgery, University of California, Los Angeles, Los Angeles, California, USA
| | - Elspeth J R Hill
- Divison of Plastic and Reconstructive Surgery, Department of Surgery, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Donald Buck
- Plastic and Reconstructive Surgery, St. Louis, Missouri, USA
| | - Jaco H Festekjian
- Division of Plastic and Reconstructive Surgery, University of California, Los Angeles, Los Angeles, California, USA
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