| Literature DB >> 35418602 |
M Gaume1, S Chevret2, R Campagna3, F Larousserie4, D Biau5.
Abstract
Radiographs (XR), computed tomography (CT) or magnetic resonance imaging (MRI) are regularly analyzed to determine whether a bone lesion is benign or malignant. An online quiz was created providing 15 cases with a clinical summary, MRI, CT, and XR. After each image, participants were asked to rate the probability (0-100%) the bone tumor was malignant. Order and difficulty of the images were randomly determined. Probability statements regarding the diagnosis were actualized along the sequence of exam, to quantify how the degree of belief changed to account for evidence from those exams. 64 physicians participated and provided 154 assessments from 1 (n = 18) to 3 (n = 44) different cases. After the first image, participants favored the correct malignancy status at 70%; 80% after the second and 80% after the third one. Participants were more likely to favor the correct malignancy status when the lesion was malignant and when first confronted with XR or CT, rather than MRI, though the most predictive factor of correct diagnosis was the difficulty of the case. In conclusion, the additional information provided by successive imaging studies was moderate. XR or CT seemed more appropriate than MRI as first imaging study. Bypassing XR should be discouraged.Entities:
Mesh:
Year: 2022 PMID: 35418602 PMCID: PMC9008011 DOI: 10.1038/s41598-022-10218-8
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Estimated probabilities of correct diagnoses along the sequence of exams.
| Case_no | Diagnosis | Nature | Level |
|---|---|---|---|
| 1 | Ewing | Malignant | Difficult |
| 2 | Osteosarcoma | Malignant | Easy |
| 3 | Chondrosarcoma | Malignant | Moderate |
| 4 | Metastasis | Malignant | Difficult |
| 5 | Myeloma | Malignant | Easy |
| 6 | Lymphoma | Malignant | Moderate |
| 7 | Adamantinoma | Malignant | Difficult |
| 8 | Chordoma | Malignant | Moderate |
| 9 | Giant cell tumour | Benign | Easy |
| 10 | Osteoid osteoma | Benign | Difficult |
| 11 | Aneurysmal bone cyst | Benign | Moderate |
| 12 | Osteochondroma | Benign | Easy |
| 13 | Enchondroma | Benign | Moderate |
| 14 | Fibrous dysplasia | Benign | Easy |
| 15 | Langerhans cell histiocytosis | Benign | Difficult |
Figure 1Case of osteosarcoma. A 25 year-old female, no smoker and no drinker, suffered of increasing daily inflammatory right knee pain in the last 6 months. Swelling was noticed few days ago. A tender swelling over the external part of the knee was palpable. Knee mobility was normal. (1a/b) Anteroposterior and lateral radiographs of the knee. (1c/d) Coronal and axial views on computed tomography. (1e/g) T1 sagittal view, T2 fat suppressed axial and T1 sag fat suppressed axial views on magnetic resonance imaging.
Figure 2Case of Langerhans cell histiocytosis. A 24 years-old female, no smoker and no drinker has been experiencing left hip pain in the last 6 months relieved by Cortisone injection, with recurrence of the pain 4 months later. No general status loss was observed. There was an inflammatory syndrome on blood test. On palpation, pain was localized on the ischium and on the mobilization of the hip without sensitive or motor dysfunction. (1a/c) Standard radiographs of the hip. (1d/f) Sagittal, frontal, and axial views on computed tomography. (1g/i) T1 and T2 axial and T1gado axial views on magnetic resonance imaging.
Description of percentages of correct diagnoses over time according to the first imaging.
| CT n = 54 | MRI n = 46 | XR n = 54 | |
|---|---|---|---|
| First exam | N = 51 | N = 42 | N = 50 |
| Pr correct diagnosis | 0.7 [0.27–0.90] | 0.6 [0.25–0.90] | 0.72 [0.35–0.90] |
| Very unlikely | 4 (9%) | 2 (5%) | 8 (16%) |
| Unlikely | 12 (24%) | 12 (29%) | 5 (10%) |
| Uncertain | 8 (16%) | 9 (21%) | 10 (20%) |
| Likely | 16 (31%) | 13 (31%) | 15 (30%) |
| Very likely | 11 (22%) | 6 (14%) | 12 (24%) |
CT Computed tomography, XR Standard radiograph, MRI Magnetic resonance imaging.
Estimated probabilities of correct diagnoses along the sequence of exams.
| Number of measures | Median [IQR] | |
|---|---|---|
| Very unlikely | 14 (10%) | |
| Unlikely | 29 (20%) | |
| Uncertain | 27 (19%) | |
| Likely | 44 (31%) | |
| Very likely | 29 (20%) | |
| Pr correct diagnosis | 143 | 0.80 [0.40–0.95] |
| Very unlikely | 15 (10%) | |
| Unlikely | 18 (12%) | |
| Uncertain | 22 (15%) | |
| Likely | 49 (34%) | |
| Very likely | 39 (27%) | |
| Pr correct diagnosis | 140 | 0.80 [0.40–0.99] |
| Very unlikely | 15 (11%) | |
| Unlikely | 19 (14%) | |
| Uncertain | 24 (17%) | |
| Likely | 34 (24%) | |
| Very likely | 48 (34%) | |
Estimated probabilities of correct diagnoses along the sequence of exams according to the underlying diagnosis.
| Benign, n = 67 | Malignant, n = 87 | ||
|---|---|---|---|
| First exam | n = 58 | n = 85 | |
| Pr correct diagnosis | 0.55 [0.30–0.90] | 0.75 [0.25–0.90] | 0.52 |
| Very unlikely | 4 (7%) | 10 (12%) | |
| Unlikely | 12 (21%) | 17 (20%) | |
| Uncertain | 16 (28%) | 11 (13%) | |
| Likely | 16 (28%) | 28 (33%) | |
| Very likely | 10 (17%) | 19 (22%) |
Figure 3Probabilities of correct diagnosis along the sequence of exams.
Univariable and multivariable mixed regression models for the probability of correct diagnoses.
| Univariable | Multivariable | |||
|---|---|---|---|---|
| Estimate (SE) | Estimate (SE) | |||
| XR | Ref | – | Ref | – |
| CT | 0.58 (3.68) | 0.87 | 1.06 (3.82) | 0.78 |
| MRI | − 0.51 (3.66) | 0.89 | − 0.72 (3.80) | 0.85 |
| First reading | Ref | Ref | ||
| Second reading | 6.34 (3.63) | 0.08 | 6.54 (3.79) | 0.08 |
| Third reading | 6.17 (3.66) | 0.09 | 6.29 (3.82) | 0.10 |
| Malignancy (malignant) | 3.94 (3.3) | 0.23 | 3.17 (3.17) | 0.32 |
| Easy | Ref | – | ref | – |
| Moderate | − 17.9 (3.8) | < 0.0001 | − 18.08 (3.89) | < 0.0001 |
| Difficult | − 24.7 (4.1) | < 0.0001 | − 22.77 (4.01) | < 0.0001 |
| Experience (senior ) | 3.47 (5) | 0.48 | 4.90 (3.44) | 0.15 |
| Radiology | 5.35 (11.97) | 0.65 | 1.56 (8.33) | 0.85 |
| Orthopaedics | 7.86 (11.39) | 0.49 | 0.38 (7.91) | 0.96 |
| Other | Ref | Ref | ||
*All univariable models were adjusted for reader as a random variable.