{'fraction_non_alphanumeric': 0.027498984742124498, 'fraction_numerical': 0.014967801821662702, 'mean_word_length': 4.952348066298343, 'pattern_counts': {'":': 0, '<': 1, '<?xml version=': 0, '>': 6, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
Yield of chest computed tomography angiogram in cystic fibrosis patients with suspected pulmonary embolism

Abstract Introduction Individuals with cystic fibrosis (CF) may be at increased risk of pulmonary embolism (PE). Symptoms of PE overlap substantially with those of CF respiratory exacerbations. CF patients commonly undergo chest computed tomography (CT) angiograms (CTPA) to evaluate for PE, but little is known about the clinical presentation and diagnosis of PE in this population. Objectives The objectives of this study are to determine the diagnostic yield of CTPA for PE in adult patients with CF and assess the utility of the Revised Geneva Score (RGS) in this population. Methods Retrospective review of all CTPA results was performed on CF patients with suspected PE at a large CF center from 1 January 2011 through 31 March 2017. Patient demographics, medical history, and presenting signs and symptoms were abstracted by chart review. Results A total of 103 unique CTPA studies were performed in 68 patients. Most were hospitalized at the time of CTPA, predominantly for respiratory manifestations of CF. CTPA identified four patients with PE. The small number of positive studies precluded analysis of predictors of PE. Fewer PE were diagnosed than predicted by the Revised Geneva Score, which was intermediate probability in 77/103 (75%) patients. Conclusion The prevalence of PE in CF patients undergoing CTPA for suspected PE was 4%, which is lower than predicted by the Revised Geneva Score. This may be due to a large overlap in the signs and symptoms of PE and exacerbations of CF lung disease.

(CF), and each year, approximately 40% of adult patients experience a severe respiratory exacerbation requiring intravenous antibiotics. 1 Pulmonary embolism (PE) is often a diagnostic consideration in CF patients undergoing evaluation for exacerbation as there is substantial overlap in signs and symptoms, including dyspnea, pleuritic chest pain, hemoptysis, tachycardia, and low-grade fever. Furthermore, individuals with CF may be at greater risk of PE due to thrombophilia associated with lung inflammation, deficiency of anticoagulant factors from vitamin K deficiency or CF-related liver disease, reduced mobility during illness, and use of central venous catheters (CVCs). [2][3][4][5] Numerous validated criteria can be used to calculate the pretest probability of PE in symptomatic patients, but these scoring systems are potentially less applicable to CF patients, especially in the setting of advanced lung disease and/or hospital admission.
The presence of overlapping signs and symptoms, risk factors for PE, and difficulty determining the pretest probability of PE may increase clinicians' reliance on chest computed tomography (CT) angiograms (CTPAs) to evaluate CF patients with possible venous thromboembolism. Although catheter-based angiography was historically the gold standard, CTPA is now the first-line diagnostic option for PE in the general population, with excellent sensitivity and specificity for proximal and segmental PE. [6][7][8] Although PE is a potentially lifethreatening condition that merits thorough evaluation, the risks of kidney injury in CF patients receiving nephrotoxic antibiotics, as well as the cumulative risk of radiation exposure, particularly in young females, point toward the need to limit unnecessary use of CTPA. 9 A large single-center study identified a total of four PE among 458 children with CF hospitalized over a 13-year period. 3 Other studies looking at the incidence of thrombosis specifically among patients with totally implantable vascular access devices described infrequent observations of embolism. 10,11 A retrospective study from a large adult CF clinic found deep venous thrombosis (DVT) in 4.5% of 376 peripherally inserted central catheters (PICCs) during a 6-year period, but the presence or absence of PE was not noted. 12 These studies suggest PE is relatively uncommon. However, little is known about the incidence, clinical presentation, diagnostic evaluation, and treatment of PE in the CF population. To our knowledge, there are no previous reports of the yield of CTPA in consecutive CF patients with suspected PE. We evaluated the electronic medical records (EMRs) of all CF patients who underwent CTPA for possible PE between 2011 and 2017. The aims of this study were to determine the diagnostic yield of CTPA for PE in adult patients with CF; summarize the clinical presentation of PE; and assess the utility of the Revised Geneva Score (RGS), a validated tool for determining the pretest probability of PE, in the adult CF population.

| MATERIALS AND METHODS
We performed a retrospective chart review of all CTPA studies performed on adult CF patients with suspected PE at the University of Minnesota CF Center from 1 January 2011 through 31 March 2017. The study procedures were approved by the University of Minnesota Institutional Review Board. The University of Minnesota Adult CF Center treats approximately 400 individual patients annually. The electronic medical record was queried for all patients 18 years of age or older with a diagnosis of CF that underwent a chest CT scan. Non-CTPA scans, CTPA scans obtained in lung transplant recipients, and CTPA studies performed for purposes other than PE evaluation (e.g., prior to bronchial arterial embolization) were excluded. CTPA results, as well as patient demographics, medical history, presenting signs and symptoms, and presence or absence of risk factors for PE were extracted via detailed chart review. PE risk factors included for chart review included age, use of oral contraception or other hormone replacement, cigarette smoking, recent major trauma or surgery, active malignancy, prior history of venous thromboembolism, body mass index (BMI), diabetes, current or recent pregnancy, and presence of CVC. 13 We utilized the RGS to retrospectively calculate the pretest probability of PE using characteristics present at the time of CTPA acquisition for each patient. 14 The nine characteristics included in scoring are as follows: age >65 (1 point), prior DVT or PE (3 points), surgery under general anesthesia or lower limb fracture within 1 month (2 points), active malignant condition (2 points), unilateral lower limb pain (3 points), hemoptysis (2 points), heart rate 75-94 beats per minute (3 points), heart rate ≥95 beats per minute (5 points), pain on lower-limb deep venous palpation, and unilateral edema (4 points). Low, intermediate, or high probability scores for PE are 0-3, 4-10, and >10, respectively. The original validation study of the RGS found an incidence of 8% in the low probability group, 29% in the intermediate probability group, and 74% in the high probability group. 14 RGSs were calculated using STATA software (StataCorp, College Station, TX). GraphPad Prism (GraphPad, San Diego, CA) statistical software was used. Redcap (Vanderbilt University, Nashville, TN) was used for data management and descriptive statistics.

| RESULTS
During the approximately 5-year study period, a total of 112 CTPA scans were performed on adult CF patients. Nine encounters were excluded due to prior lung transplantation or because the CTPA was obtained in preparation for bronchial arterial embolization rather than suspicion of PE. A total of 103 CTPA studies obtained from a total of 68 patients were included in the analysis. There were four CTPA studies (4%) positive for PE. Characteristics of patients with and without positive CTPA studies are summarized in Table 1. The overall patient population was young (median age 31 years), and the vast majority (84%) were hospitalized at the time of the CTPA, most commonly for an exacerbation of lung disease. Forty-one percent had a CVC at the time of CTPA acquisition. The small number of positive studies precluded analysis of predictors of PE.
RGSs for patients with and without a diagnosis of PE are presented in Table 2. Seventy-five percent (n = 77) of all patients had a score indicating intermediate probability; two components of the RGS, primarily heart rate >94 and hemoptysis, both common findings in a CF exacerbation, contributed significantly to a score between 4 and 10 ( Table 3). Nearly half of patients had a heart rate >94 and 33% had hemoptysis at the time of the CTPA study resulting in contributions of 5 and 2 points, respectively. The probability of PE was high at the time of the CTPA in only 2% of studies based on RGS scoring. Three of the four patients with a PE had intermediate scores (5, 8, and 8), and one had a high score (13). Of note, two of the three PE-positive patients with intermediate probability RGS scores had a permanent CVC at the time of presentation, and the one patient with the high probability score did not have a CVC present. D-dimer assay was obtained in 15.5% (n = 16) of patients and was elevated in 9.7% (n = 10) of those tested. The four individuals with PE did not undergo D-dimer testing.
Additional details on the demographics, presentation, diagnosis, and clinical course of the four patients with scans positive for PE are displayed in Tables 4 and 5. All four patients diagnosed with PE were female, three had severely or very severely reduced forced expiratory volume in 1 s (FEV 1 ) at time of admission, three had a CVC, and three had a prior history of DVT, one of whom also had a prior PE. The international normalized ratio (INR) in each of these three patients was subtherapeutic (<2) at the time of the CTPA study. Three were hospitalized at the time of diagnosis. One patient did not survive hospitalization and suffered a cardiopulmonary arrest; the subsequent CTPA revealed only a small PE with unclear clinical significance. Of the three surviving patients, one had recurrent venous thromboembolism (VTE) which occurred 2 years after the original PE was identified.

| DISCUSSION
To our knowledge, this is the first published study to summarize the yield of CTPA in consecutive CF patients with suspected PE. Although multiple factors potentially place CF patients at especially high risk of PE, 2-5 the current analysis identified only four cases of pulmonary emboli in a large adult CF center over a more than 5-year period. CTPA is the diagnostic modality of choice in suspected PE, and it is unlikely that the study failed to identify additional patients with PE. Also, noteworthy was the much lower prevalence of PE than was predicted using a validated scoring system for determining pretest probability. The overall 4% prevalence of PE among patients undergoing CTPA in the current study is lower than the 15-20% prevalence reported in major trials of CTPA. [6][7][8] The relatively low yield of CTPA in this population is likely due to the substantial overlap in the presentation of CF respiratory exacerbation and that of PE. Approximately 29% of patients with an intermediate pretest probability of PE according to the RGS would be expected to actually have a PE. 14 In the current study, nearly 80% of CTPA had an intermediate pretest probability of PE at the time of the study, but only 3.9% (3/77) of this group had a positive CTPA.
Elevation in the RGS in the CF population was driven primarily by tachycardia and the presence of hemoptysis, with age >65, malignancy, trauma, recent surgery, and signs and symptoms of DVT being uncommon. Half of patients received 5 points for heart rate >94 per minute, and approximately 33% of all patients received 2 points for hemoptysis. Acute worsening of dyspnea, pleuritic chest pain, and low-grade fever are not part of the RGS scoring system but are common manifestations of CF lung disease that could also heighten the clinical suspicion for PE. Additionally, commonly utilized PE risk scoring systems do not include the presence of a CVC as a risk factor, [14][15][16][17] whereas multiple studies demonstrate their use increases the risk for DVT among individuals with CF. 2,3 The relatively low yield of CTPA in the study and limited ability of the RGS to stratify the risk of PE highlight the need for an improved means of determining the pretest probability of PE in CF patients. The study results suggest the presence of a CVC, severe lung disease, diabetes, prior history of venous thromboembolism, and female gender are potential risk factors especially relevant to CF patients, but a much greater number of events across multiple centers would be needed to derive and validate a pretest probability score specific to CF. As it stands, clinicians must weigh risks and benefits of CTPA relevant to the CF population when PE is a possibility. Cumulative radiation exposure is of greater concern in individuals with CF given their relatively young age and the chronic nature of the disease. 9 Contrast-induced nephropathy is another consideration, as individuals with CF are at increased risk of chronic renal disease due to drug toxicities, CF-related diabetes mellitus, and nephrolithiasis. 18 However, there is of course substantial morbidity and mortality associated with unrecognized PE.
The retrospective use of the RGS is a potentially important study limitation. The RGS is better suited for retrospective scoring because, unlike the Wells and modified Wells scores, it does not rely on clinicians' impression of the most likely diagnosis. 14,19,20 However, it is possible that chart review did not as accurately capture all aspects of RGS scoring as prospective collection would offer. Another concern is that the RGS, like other prediction tools for DVT and PE, was derived and validated in outpatient settings, typically in emergency departments. However, current guidelines recommend the calculation of pretest probability even in hospitalized patients, and the limited studies of pretest probability scoring systems applied to hospitalized patients suggest the prevalence of DVT and PE may actually be greater among inpatients than predicted by pretest probability calculators. 18,[21][22][23] Recent trials indicate ageadjusted D-dimer values can be used to identify patients with intermediate probability of PE that do not need CTPA studies, but this is less applicable to the current study given the overall young age of our patients. 24,25 The uncertain role of D-dimer testing in patients with intermediate likelihood of PE during the 2011-2017 study period, as well as lower predictive value of Ddimer testing in hospitalized patients, likely accounts for the small proportion of assays obtained in the study population. 26 There is currently limited data on Ddimer values in people with CF. Given the elevated inflammatory state of individuals with CF, particularly due to chronic bacterial infection, baseline D-dimer may be abnormally high. Only 16 patients were tested for D-dimer in this study; interestingly, four out of five tests in the low risk group were elevated, 6 out of 10 in the intermediate risk group were elevated, and the one patient tested in the high risk group was within normal limits. This area remains ripe for future research.
CTPA is the first-line diagnostic choice for patients with suspected PE that cannot be excluded with the use of D-dimer assays and pretest probability scores. 13,21 Our CF center's practice is to obtain CTPA for patients with an intermediate or high suspicion for PE unless there is an absolute contraindication to CTPA. However, it is possible the study did not identify a small subset of patients diagnosed with PE by ventilation-perfusion scan or lower extremity ultrasound rather than CTPA during the study period. Poor quality CTPA studies or errors in radiologic interpretation could potentially contribute to the observed lower yield. However, none of the four patients diagnosed with PE had a negative CTPA at our center during the 3 months prior to the positive study. Furthermore, none of the patients with a negative CTPA were subsequently diagnosed with PE during the study period. This suggests that the observed low yield of CTPA is not due to false-negative studies.
This was a single-center study, and the threshold for obtaining a CTPA may vary across institutions. Of note, 80% of patients were intermediate or high risk for PE based on the RGS, which suggests obtaining CTPA was a reasonable decision for the vast majority of patients. As previously noted, a greater number of patients are needed to identify predictors of PE which would accurately stratify risk in the CF population.
In conclusion, compared with studies of suspected PE in other populations, PE was uncommon in individuals with CF and much lower than predicted. This is likely due to a large overlap between signs and symptoms of PE and manifestations of exacerbations of CF lung disease, primarily based upon the presence of tachycardia and hemoptysis. Based on this study, the ability of the RGS, and likely other pretest probability scores, to stratify the likelihood of PE may be limited. Use of a large, multicenter database might allow for the derivation and validation of a PE risk stratification tool specific to CF that would better identify the patients most suitable for CTPA testing.
ACKNOWLEDGMENT This work was supported by the NIH T32 Training Grant (Grant no: 5 T32 HL 7741-24).