| Literature DB >> 26623648 |
Isabel A Weil1, Sinziana Seicean2,3, Duncan Neuhauser1, Nicholas K Schiltz1, Andreea Seicean1.
Abstract
INTRODUCTION: One view of value in medicine is outcome relative to cost of care provided. With respect to operative care, increased attention has been placed on evaluation and optimization of patients prior to undergoing an elective surgery. We examined more than 2 million patients having elective, non-cardiac surgery to assess the incidence and utility of pre-operative hemostatic screening, compared with a composite of history variables that may indicate a propensity for bleeding, to assess several important outcomes of surgery. MATERIALS &Entities:
Mesh:
Year: 2015 PMID: 26623648 PMCID: PMC4666643 DOI: 10.1371/journal.pone.0139139
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Patient selection criteria.
A schematic of the patients included and excluded in this study from the entire population in NSQIP (n = 2,301,079).
General demographics, preoperative hemostatic screening tests, patient history variables, and outcomes of interest of all surgery patients (n = 2,020,533).
| General demographics | Frequency |
|---|---|
| Age, years, mean ± SD | 56 ± 16 |
| Female | 1,176,702 (58.2%) |
| White | 1,445,795 (75.2%) |
| Admitted from home | 1,965,922 (97.3%) |
| Partially or fully dependent functional status | 77,387 (3.8%) |
| ASA | |
| 1 & 2 | 1,132,072 (56.2%) |
| 3 & 4 | 880,715 (43.8%) |
| 5 | 456 (0.02%) |
| Prior operation within 30 days | 29,762 (2.1%) |
| Resident in OR | 882,482 (58.1%) |
| Surgical specialty | |
| General surgery | 1,246,455 (61.7%) |
| Gynecology | 100,421 (5.0%) |
| Neurosurgery | 58,305 (2.9%) |
| Orthopedics | 225,509 (11.2%) |
| Otolaryngology | 42,451 (2.1%) |
| Plastics | 39,706 (2.0%) |
| Thoracic | 19,709 (1.0%) |
| Urology | 77,590 (3.8%) |
| Vascular | 210,387 (10.4%) |
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| |
| INR | 872,501 (43.2%) |
| aPTT | 748,568 (37.1%) |
| Platelet count | 1,679,926 (83.1%) |
| All 3 preoperative screening tests were done | 728,135 (36.0%) |
| No preoperative screening tests | 324,638 (16.1%) |
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| |
| Bleeding disorder | 89,942 (4.5%) |
| Chronic steroid use | 60,252 (3.0%) |
| Chemotherapy | 19,328 (1.0%) |
| Radiation therapy | 11,011 (0.5%) |
| Disseminated cancer | 39,470 (2.0%) |
| Renal disease | 31,175 (1.5%) |
| Hepatic disease | 10,142 (0.5%) |
| History indicative of potentially abnormal hemostasis | 226,856 (11.2%) |
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| |
| Perioperative RBC transfusion | 107,491 (5.3%) |
| Return to the OR | 75,987 (3.8%) |
| Mortality | 14,827 (0.7%) |
| Unplanned readmission | 50,730 (6.2%) |
ASA = American Association of Anesthesiologists; INR = International Normalized Ratio; aPTT = activated partial thromboplastin time; RBC = red blood cell; OR = operating room; SD = standard difference
† Number of patients who underwent each of the preoperative hemostatic tests within 90 days prior to surgery.
‡ Patient had one or more of the following risk factors for abnormal hemostasis: history of abnormal bleeding, self-reported family history of bleeding disorders, vitamin K deficiency, currently taking medications that pose a risk for bleeding abnormalities and/or failing to discontinue use of such medications with adequate time for normal hemostasis to be restored, chronic steroid use, chemotherapy and/or radiotherapy for cancer within 90 days prior to surgery, disseminated cancer, renal disease, and/or hepatic disease.
Outcomes stratified by INR values, aPTT values, and platelet count in all surgery patients (N = 2,020,533).
| Test and result | No. of patients (%) | No. (%) | |||
|---|---|---|---|---|---|
| Perioperative RBC transfusion | Return to the OR | Mortality | Unplanned readmission | ||
|
|
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| Normal | 793,277 (90.9%) | 69,609 (8.8%) | 36,224 (4.6%) | 8,135 (1.0%) | 26,166 (7.9%) |
| Mildly abnormal | 76,678 (8.8%) | 12,126 (5.8%) | 7,495 (9.8%) | 3,572 (4.7%) | 3,769 (13.8%) |
| Severely abnormal INR | 2,546 (0.3%) | 283 (11.1%) | 251 (9.9%) | 65 (2.6%) | 134 (14.1%) |
| All abnormal | 79,224 (9.1%) | 12,409 (15.7%) | 7,746 (9.8%) | 3,637 (4.6%) | 12,409 (15.7%) |
| P-value |
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| |
| Sensitivity | 0.15 | 0.18 | 0.31 | 0.15 | |
| Specificity | 0.92 | 0.91 | 0.91 | 0.92 | |
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| Normal | 663,274 (88.6%) | 57,884 (8.7%) | 30,321 (4.6%) | 7,395 (1.1%) | 20,783 (7.8%) |
| Mildly abnormal | 75,491 (10.1%) | 11,231 (14.9%) | 6,852 (9.1%) | 2,392 (3.2%) | 3,256 (11.9%) |
| Severely abnormal | 9,803 (1.3%) | 1,746 (17.8%) | 1,431 (14.6%) | 377 (3.9%) | 563 (16.7%) |
| All abnormal | 85,294 (11.4%) | 12,977 (15.2%) | 8283 (9.7%) | 2,769 (3.3%) | 3819 (12.4%) |
| P-value |
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| Sensitivity | 0.18 | 0.21 | 0.27 | 0.16 | |
| Specificity | 0.89 | 0.89 | 0.89 | 0.92 | |
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| Normal | 1,532,027 (91.2%) | 85,633 (5.6%) | 58,844 (3.8%) | 11,024 (0.7%) | 40846 (6.5%) |
| Abnormal low | 105,115 (6.3%) | 11,914 (11.3%) | 5,605 (5.3%) | 2,559 (2.4%) | 4372 (9.5%) |
| Abnormal high | 42,784 (2.6%) | 6,427 (15.0%) | 3,715 (8.7%) | 813 (1.9%) | 1572 (11.5%) |
| P-value |
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| Sensitivity | 0.11 | 0.08 | 0.18 | 0.09 | |
| Sensitivity | 0.94 | 0.94 | 0.94 | 0.94 | |
aPTT = activated partial thromboplastin time; INR = International Normalized Ratio; RBC = red blood cell; OR = operating room
* All abnormal compared with normal.
† Abnormal low platelet count compared with normal platelet count.
‡ Sensitivity and specificity are for abnormal low platelet count only.
§ Odd ratios and p values that are significant are bolded.
Outcome Odds ratios by number of abnormal hemostasis test results in 728,135 surgery patients who underwent all 3 hemostasis tests.
| Outcome Variables | No. of patients | All 3 tests are within normal range (n = 554,551) | One abnormal test (n = 129,641) | Odds Ratio | Two or three abnormal tests (n = 43,943) | Odds Ratio (95% CI) | Global P-Value |
|---|---|---|---|---|---|---|---|
| Perioperative RBC transfusion | 69,729 | 43,389 (7.8%) | 17,975 (13.9%) |
| 8,365 (19.0%) |
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| Return to the OR | 37,687 | 22,982 (4.1%) | 9,595 (7.4%) |
| 5,110 (11.6%) |
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| Mortality | 10,013 | 4,579 (0.8%) | 3,114 (2.4%) |
| 2,320 (5.3%) |
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| Unplanned readmission | 24,136 | 16,539 (7.3%) | 5,395 (11.1%) |
| 2,202 (14.7%) |
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CI = confidence interval; OR = operating room; RBC = red blood cell
* Odd ratios are relative to all three tests within normal range.
† Pearson's chi-square test used to compare differences in outcomes across all groups.
‡ Odd ratios and p values that are significant are bolded.
Outcome Odds Ratios by patient “history indicative of potentially abnormal hemostasis” in all surgery patients (N = 2,020,533).
| Outcome Variables | No. of patients | No history | History | Odds Ratio (95% CI) | P-Value | Sensitivity | Specificity |
|---|---|---|---|---|---|---|---|
| Perioperative RBC transfusion | 107,491 | 79,403 (4.4%) | 28,088 (12.4%) |
|
| 0.26 | 0.90 |
| Return to the OR | 75,987 | 58,563 (3.3%) | 17,424 (7.7%) |
|
| 0.23 | 0.89 |
| Mortality | 14,827 | 8,168 (0.05%) | 6,659 (2.9%) |
|
| 0.45 | 0.89 |
| Unplanned readmission | 50,730 | 39,310 (5.4%) | 11,420 (13.0%) |
|
| 0.23 | 0.91 |
CI = confidence interval; RBC = red blood cell; OR = operating room
* History = History indicative of potentially abnormal hemostasis
† Odd ratios and p values that are significant are bolded.
Abnormal screening test Odds Ratios by patient “history indicative of potentially abnormal hemostasis” in surgery patients screened with all 3 hemostasis tests (n = 728,135).
| Test Findings | No. of patients | No history | History | Odds Ratio (95% CI) | P-Value |
|---|---|---|---|---|---|
| Mildly abnormal INR | 59,342 | 33,906 | 25,436 |
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| Severely abnormal INR | 1,749 | 996 | 753 |
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| All abnormal INR | 61,091 | 34,902 | 26,189 |
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| Mildly abnormal aPTT | 73,560 | 49,233 | 24,327 |
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| Severely abnormal aPTT | 9,359 | 4,460 | 4,899 |
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| All abnormal aPTT | 82,919 | 53,693 | 29,226 |
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| Abnormal low platelet count | 57,050 | 36,702 | 20,348 |
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| Abnormal high platelet count | 23,660 | 17,323 | 6,337 |
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aPTT = activated partial thromboplastin time; CI = confidence interval; INR = International Normalized Ratio; OR = operating room; RBC = red blood cell
* History = History indicative of potentially abnormal hemostasis
† Odd ratios and p values that are significant are bolded.
Predictive value of “patient history indicating potentially abnormal coagulation”, abnormal hemostatic test results, both, and neither in patients screened with all 3 hemostatic tests (n = 728,135).
| Outcome Variables | No. of patients | History | ≥1 abnormal test | With history | Without history |
|---|---|---|---|---|---|
| No. of patients | 129,353 | 173,584 | 245,273 | 482,862 | |
| Perioperative RBC transfusion | 69,729 | 29.0% | 37.8% | 51.2% | 48.8% |
| Return to the OR | 37,687 | 30.9% | 39.0% | 52.7% | 47.3% |
| Mortality | 10,013 | 48.4% | 54.3% | 70.8% | 29.2% |
| Unplanned readmission | 47,446 | 28.1% | 31.5% | 46.2% | 53.8% |
* History = History indicative of potentially abnormal hemostasis