| Literature DB >> 31190780 |
Binru Han1, Qiuping Li1, Xi Chen1.
Abstract
Purpose: To determine the association between frailty and postoperative complications in elderly Chinese patients and to determine whether addition of frailty assessment improves the predictive ability of the American Society of Anesthesiologists (ASA) score, Physiological and Operative Severity Score for the Enumeration of Mortality and Morbidity (POSSUM), and Estimation of Physiologic Ability and Surgical Stress (E-PASS) score. Patients and methods: A prospective cohort study was conducted in a tertiary hospital. Elderly patients undergoing major thoracic or abdominal surgery were included. Frailty phenotype and ASA, POSSUM, and E-PASS scores were assessed. Demographic, preoperative, and surgical variables were extracted from medical records. Primary outcome measure was in-hospital Clavien-Dindo ≥ grade II complications. Multiple logistic regression was used to examine the association between frailty and complications. Receiver operating characteristic curves were used to explore the predictive ability of frailty.Entities:
Keywords: frailty assessment; postoperative complication; risk assessment tool; surgery
Mesh:
Year: 2019 PMID: 31190780 PMCID: PMC6535429 DOI: 10.2147/CIA.S201062
Source DB: PubMed Journal: Clin Interv Aging ISSN: 1176-9092 Impact factor: 4.458
Comparison of baseline characteristics between frail and non-frail participants
| Characteristic | Overall ( | Non-frail ( | Frail ( | |
|---|---|---|---|---|
| Age, mean±SD (years) | 67.5±6.4 | 66.4±5.5 | 70.7±7.5 | <0.001 |
| Male, | 124 (50.6) | 93 (51.4) | 31 (48.4) | 0.686 |
| Education, | 0.639 | |||
| Illiterate | 29 (11.8) | 21 (11.6) | 8 (12.5) | |
| Elementary school | 27 (11.0) | 18 (9.9) | 9 (14.1) | |
| Junior/senior high school | 148 (60.4) | 109 (60.2) | 39 (60.9) | |
| Undergraduate | 41 (16.7) | 33 (18.3) | 8 (12.5) | |
| Type of surgery, | 0.294 | |||
| Abdominal | 121 (49.4) | 93 (51.4) | 28 (43.8) | |
| Thoracic | 124 (50.6) | 88 (48.6) | 36 (56.2) | |
| Presence of malignancy, | 0.007 | |||
| None | 134 (54.7) | 109 (60.2) | 25 (39.1) | |
| Primary only | 90 (36.7) | 56 (30.9) | 34 (53.1) | |
| Metastases | 21 (8.6) | 16 (8.9) | 5 (7.8) | |
| Current smoker, | 56 (22.9) | 40 (22.1) | 16 (25.0) | 0.635 |
| Current drinker, | 50 (20.4) | 39 (21.5) | 11 (17.2) | 0.457 |
| BMI, mean±SD | 24.4±3.3 | 24.7±3.0 | 23.6±3.7 | 0.02 |
| CCI, mean±SD | 2.1±1.8 | 1.9±1.8 | 2.7±1.7 | 0.0085 |
| ADL, mean±SD | 95.7±8.4 | 97.5±6.4 | 90.7±11.1 | <0.001 |
| Normal cardiac function, | 138 (56.3) | 107 (59.1) | 31 (48.4) | 0.139 |
| Normal respiratory function, | 199 (81.2) | 153 (84.5) | 46 (71.9) | 0.035 |
| Normal electrocardiogram, | 164 (66.9) | 126 (69.6) | 38 (59.4) | 0.135 |
| Systolic pressure, mean±SD | 127.8±14.8 | 127.2±14.0 | 129.4±16.7 | 0.36 |
| Heart rate, mean±SD | 75.3±7.3 | 75.2±7.3 | 75.4±7.5 | 0.665 |
| Albumin, mean±SD | 37.6±4.2 | 38.3±4.0 | 35.7±4.3 | <0.001 |
| Prealbumin, mean±SD | 220.8±67.1 | 229.7±63.4 | 195.6±71.0 | <0.001 |
| Hemoglobin, mean±SD | 13.0±1.7 | 13.3±1.4 | 12.0±2.1 | <0.001 |
| White blood cells, mean±SD | 5.9±1.9 | 5.9±2.0 | 5.9±1.6 | 0.508 |
| Urea, mean±SD | 5.2±1.5 | 5.2±1.3 | 5.2±1.9 | 0.527 |
| Creatinine, mean±SD | 66.0±17.3 | 66.0±15.3 | 66.2±22.1 | 0.955 |
| Sodium, mean±SD | 140.8±2.7 | 140.9±2.5 | 140.6±3.3 | 0.879 |
| Potassium, mean±SD | 4.1±0.4 | 4.1±0.4 | 4.1±0.4 | 0.815 |
| Surgery duration, median (IQR) | 91 (53, 179) | 81 (47, 173.5) | 119 (65, 222.25) | 0.003 |
| Total blood loss, median (IQR) | 10 (5, 80) | 10 (5, 50) | 20 (5, 100) | 0.408 |
| Multiple procedures within 30 days, | ||||
| No | 235 (95.9) | 176 (97.2) | 59 (92.2) | 0.165 |
| Yes | 10 (4.1) | 5 (2.8) | 5 (7.8) | |
| No abdominal contamination, | 244 (99.6) | 182 (100) | 62 (98.4) | 0.586 |
| ASA, | <0.001 | |||
| 1 | 2 (0.8) | 1 (0.6) | 1 (1.6) | |
| 2 | 145 (59.2) | 120 (66.3) | 25 (39.1) | |
| 3 | 95 (38.8) | 60 (33.1) | 35 (54.7) | |
| 4 | 3 (1.2) | 0 (0.0) | 3 (4.7) | |
| POSSUM, mean±SD | 0.3±0.2 | 0.3±0.2 | 0.5±0.2 | <0.001 |
| E-PASS, mean±SD | −0.1±1.6 | −0.2±1.8 | 0.2±0.3 | <0.001 |
Abbreviations: BMI, body mass index; CCI, Charlson Comorbidity Index; ADL, Activities of Daily Living; ASA, American Association of Anesthesiologists; POSSUM, Physiological and Operative Severity Score for the Enumeration of Mortality and Morbidity; E-PASS, Estimation of Physiologic Ability and Surgical Stress; SD, standard deviation; IQR, interquartile range.
Association between frailty category and in-hospital postoperative complications
| Complications/classification | Frail ( | Non-frail ( | |
|---|---|---|---|
| Complications, | 38 | 25 | <0.001 |
| Clavien–Dindo classification, | |||
| Grade 2 | 33 | 19 | 0.548 |
| Grade 3 | 3 | 4 | |
| Grade 4 | 2 | 1 | |
| Grade 5 | 0 | 1 |
Stratified analysis of association between frailty category and in-hospital postoperative complications
| Subgroup | No. of patients | OR (95% CI) | |
|---|---|---|---|
| Hemoglobin | |||
| Male <12 g/L, Female <11 g/L | 37 | 4.11 (1.01, 16.83) | 0.0490 |
| Male 12–16 g/L, Female 11–15 g/L | 198 | 7.93 (3.66, 17.18) | <0.001 |
| Male >16 g/L, Female >15 g/L | 10 | N/A | N/A |
| Albumin | |||
| <35 g/L | 61 | 25.67 (6.08, 108.28) | <0.001 |
| ≥35 g/L | 184 | 5.17 (2.30, 11.64) | <0.001 |
| BMI | |||
| <18.5 | 8 | N/A | N/A |
| 18.5–23.9 | 116 | 6.73 (2.68, 16.9) | <0.001 |
| >23.9 | 121 | 12.83 (4.71, 34.97) | <0.001 |
| Surgery duration | |||
| <90 min | 119 | 19.2 (3.54, 104.08) | <0.001 |
| ≥90 min | 126 | 7.59 (3.29, 17.52) | <0.001 |
| Respiratory function | |||
| Normal | 199 | 6.65 (3.16, 14.01) | <0.001 |
| Abnormal | 46 | 23.00 (4.77, 110.8) | <0.001 |
| Presence of malignancy | |||
| None | 134 | 12.60 (4.53, 35.05) | <0.001 |
| Primary only | 90 | 5.34 (2.11, 13.53) | <0.001 |
| Metastases | 21 | 10.50 (1.03, 107.17) | 0.0473 |
| Prealbumin | |||
| <170 mg/L | 55 | 12.28 (3.39, 44.43) | <0.001 |
| ≥170 mg/L | 190 | 7.18 (3.30, 15.66) | <0.001 |
| CCI | |||
| <3 | 169 | 11.47 (4.83, 27.26) | <0.001 |
| ≥3 | 76 | 6.59 (2.26, 19.27) | <0.001 |
Abbreviations: BMI, body mass index; CCI, Charlson Comorbidity Index; N/A, not applicable.
Univariate logistic regression of postoperative complications in hospital
| Characteristic | OR (95% CI) | |
|---|---|---|
| Frailty status | ||
| Non-frail | 1.00 | N/A |
| Frail | 9.12 (4.74, 17.53) | <0.0001 |
| Age | 1.04 (0.99, 1.08) | 0.1048 |
| Gender | ||
| Male | 1.00 | N/A |
| Female | 0.91 (0.51, 1.61) | 0.7446 |
| Education | ||
| illiterate | 1.00 | N/A |
| Elementary | 1.11 (0.35, 3.53) | 0.8657 |
| junior/senior high school | 0.91 (0.37, 2.22) | 0.8302 |
| Undergraduate | 0.74 (0.25, 2.25) | 0.5887 |
| Type of surgery | ||
| Abdominal | 1.00 | N/A |
| Thoracic | 1.31 (0.73, 2.32) | 0.3632 |
| Presence of malignancy | ||
| None | 1.00 | N/A |
| Primary only | 2.78 (1.51, 5.14) | 0.0011 |
| Metastases | 1.43 (0.48, 4.29) | 0.5209 |
| Current smoking status | 1.89 (0.99, 3.59) | 0.0533 |
| Current drinking status | 1.31 (0.66, 2.61) | 0.4379 |
| BMI | 0.86 (0.78, 0.95) | 0.0036 |
| CCI | 1.19 (1.02, 1.38) | 0.0255 |
| ADL | 0.97 (0.94, 1.00) | 0.0319 |
| Cardiac function | ||
| Normal | 1.00 | N/A |
| Abnormal | 1.04 (0.59, 1.86) | 0.8862 |
| Respiratory function | ||
| Normal | 1.00 | N/A |
| Abnormal | 2.79 (1.42, 5.47) | 0.0028 |
| Electrocardiogram | ||
| Normal | 1.00 | N/A |
| Abnormal | 2.13 (1.18, 3.85) | 0.0028 |
| Systolic pressure | 1.00 (0.98, 1.02) | 0.9887 |
| Heart rate | 1.04 (1.00, 1.08) | 0.0776 |
| Albumin | 0.87 (0.81, 0.94) | 0.0002 |
| Prealbumin | 0.99 (0.99, 1.0) | 0.0005 |
| Hemoglobin | 0.65 (0.54, 0.78) | <0.0001 |
| White Blood Cell | 0.95 (0.81, 1.11) | 0.5193 |
| Urea | 1.14 (0.95, 1.39) | 0.1667 |
| Creatinine | 0.99 (0.98, 1.01) | 0.4933 |
| Sodium | 0.89 (0.81, 0.99) | 0.0361 |
| Potassium | 0.64 (0.30, 1.35) | 0.2379 |
| Surgery duration | 1.01 (1.01, 1.02) | <0.0001 |
| Total blood loss | 1.01 (1.01, 1.01) | <0.0001 |
| Multiple procedures within 30 days | ||
| 0 | 1.00 | N/A |
| 1 | 4.68 (1.28, 17.19) | 0.0199 |
Abbreviations: BMI, body mass index; CCI, Charlson Comorbidity Index; ADL, Activities of Daily Living.
Multiple logistic regression analysis of in-hospital postoperative complications
| Non-adjusted OR (95%CI) | Model I OR (95% CI) | Model II OR (95% CI) | Model III OR (95% CI) | |
|---|---|---|---|---|
| Frailty | 4.77, (2.16,10.55), <0.001 | 5.83, (2.52,13.53), <0.001 | 10.31, (3.55,129.96), <0.001 | 16.59, (4.56,60.40), <0.001 |
| ASA | 3.86, (1.73,8.62), <0.001 | 3.84, (1.70,8.69), 0.001 | 5.09, (1.98,13.07), <0.001 | 6.20, (2.02,19.04), <0.001 |
| POSSUM | 14.88, (2.05,108.03), 0.008 | 21.19, (2.70,166.52), 0.004 | 8.89, (0.09,844.48), 0.347 | 1.29, (0.01,564.93), 0.934 |
| E-PASS | 6.78, (1.12,40.87), 0.037 | 7.65, (1.24,47.04), 0.028 | 1.06, (0.28,3.98), 0.936 | 1.23, (0.06,27.35), 0.898 |
Notes: Model I: frailty + age and gender; Model II: frailty + current smoking status, BMI, CCI, ADL, respiratory function, electrocardiogram, presence of malignancy, heart rate, albumin, prealbumin, hemoglobin, sodium, surgery duration, total blood loss, and multiple procedures within 30 days; Model III: frailty + all other covariates.
Abbreviations: ASA, American Association of Anesthesiologists; POSSUM, Physiological and Operative Severity Score for the Enumeration of Mortality and Morbidity; E-PASS, Estimation of Physiologic Ability and Surgical Stress.
Figure 1Receiver operating characteristic (ROC) curves showing the predictive ability of risk assessment tools and frailty assessment.
Performance of risk assessment tools and frailty assessment in predicting postoperative complications
| Cox & Snell R2 | Nagelkerke R2 | Hosmer–Lemeshow | AUC (95% CI) | △AUC ( | |
|---|---|---|---|---|---|
| Frailty | 0.176 | 0.259 | N/A | 0.762 (0.703, 0.814). | N/A |
| ASA | 0.187 | 0.274 | 0.045 (0.832) | 0.751 (0.692, 0.804) | 0.107 (<0.001) |
| ASA + Frailty | 0.301 | 0.442 | 1.605 (0.952) | 0.858 (0.808, 0.899) | |
| POSSUM | 0.169 | 0.248 | 15.758 (0.046) | 0.762 (0.704, 0.814) | 0.080 (0.0044) |
| POSSUM + Frailty | 0.268 | 0.393 | 9.360 (0.313) | 0.842 (0.790, 0.885) | |
| E-PASS | 0.222 | 0.326 | 8.049 (0.429) | 0.824 (0.771, 0.870) | 0.030 (0.1095) |
| E-PASS + Frailty | 0.281 | 0.413 | 13.981 (0.082) | 0.854 (0.803, 0.896) |
Abbreviations: ASA, American Association of Anesthesiologists; POSSUM, Physiological and Operative Severity Score for the Enumeration of Mortality and Morbidity; E-PASS, Estimation of Physiologic Ability and Surgical Stress; AUC, area under the curve; N/A, not applicable.