| Literature DB >> 35129541 |
Matti Sievert1, Konstantinos Mantsopoulos1, Sarina K Mueller1, Markus Eckstein2, Robin Rupp1, Marc Aubreville3, Florian Stelzle4, Nicolai Oetter4, Andreas Maier5, Heinrich Iro1, Miguel Goncalves1,6.
Abstract
OBJECTIVE: Development and validation of a confocal laser endomicroscopy (CLE) classification score for the larynx and pharynx.Entities:
Keywords: classification system; confocal laser endomicroscopy; head and neck cancer; larynx; non-invasive histological imaging; pharynx
Mesh:
Year: 2022 PMID: 35129541 PMCID: PMC9058938 DOI: 10.14639/0392-100X-N1643
Source DB: PubMed Journal: Acta Otorhinolaryngol Ital ISSN: 0392-100X Impact factor: 2.618
Characteristics of the patient cohort.
| Case No. | Age (years) | Tumour stage | Location | Grade | Surgery | CLE frames (n) | Recording time (seconds) | Selected sequences (n) |
|---|---|---|---|---|---|---|---|---|
|
| ||||||||
| 1. | 67 | T1 | Larynx | G2 | Partial vertical LE | 7586 | 948 | 10 |
| 2. | 60 | T1 | Larynx | G2 | Partial vertical LE | 2841 | 355 | 13 |
| 3. | 68 | T4a | Larynx | G3 | Total LE | 1919 | 239 | 11 |
| 4. | 73 | T4a | Larynx | G3 | Total LE | 2413 | 301 | 12 |
| 5. | 57 | T3 | Larynx | G3 | Total LE | 6513 | 814 | 11 |
| 6. | 69 | T3 | Larynx Hypopharynx | G3 | Total LE, partial pharyngectomy | 2398 | 299 | 11 |
| 7. | 63 | T3 | Larynx Hypopharynx | G3 | Total LE, partial pharyngectomy | 2896 | 362 | 14 |
| 8. | 57 | T3 | Larynx Hypopharynx | G3 | Total LE, partial pharyngectomy | 1743 | 217 | 12 |
| Total | 28309 | 3535 | 94 | |||||
|
| ||||||||
| 9. | 71 | T4a | Larynx Hypopharynx | G3 | Total LE, partial pharyngectomy | 1468 | 183 | 14 |
| 10. | 56 | T4a | Larynx Hypopharynx | G3 | Total LE, partial pharyngectomy | 2204 | 275 | 12 |
| 11. | 86 | T4a | Larynx | G2 | Total LE, partial pharyngectomy | 2191 | 273 | 10 |
| 12. | 61 | T2 | Larynx Hypopharynx | G3 | Total LE, partial pharyngectomy | 3311 | 413 | 14 |
| 13. | 53 | T3 | Larynx Hypopharynx | G3 | Total LE, partial pharyngectomy | 2891 | 361 | 10 |
| Total | 12065 | 1505 | 60 | |||||
LE: laryngectomy.
Descriptive analysis of typical characteristics for differentiating between SCC and benign squamous epithelium by CLE.
| Image characteristics | SCC (n = 188) | Healthy mucosa (n = 188) | p value | Fleiss’ kappa |
|---|---|---|---|---|
| Tissue inhomogeneity | 147 (78.2%) | 39 (20.7%) | p < 0.001 | 0.67 |
| Different greyscale value and shape of cells | 151 (80.3%) | 41 (21.8%) | p < 0.001 | 0.64 |
| Atypical vessels/ absence of capillary loops | 103 (54.8%) | 22 (11.7%) | p < 0.001 | 0.45 |
| Elapsed or non-differentiable cell borders | 144 (76.6%) | 40 (21.3%) | p < 0.001 | 0.58 |
SCC: squamous cell carcinoma; the data refer to the evaluation of 47 sequences each from SCC and benign mucosal areas, each assessed by 4 raters. In total, 188 sequences of SCC and 188 sequences of healthy mucosa were presented.
Figure 1.Description: (a) inconspicuous squamous epithelium with a classic “honeycomb” pattern and (b) capillary loops (rated as -2 points). (c) Inhomogenous global impression with areas of different grey levels. (d) Substantial leakage of fluorescein (white area) around a capillary (red area) indicates malignantly differentiated or altered inflammatory mucosa. (e) The arrow marks elapsed cell borders. Besides, there is vascular leakage (lower right) and an inhomogeneous cell pattern with varying cell sizes. In conclusion, this image is scored as 4 points. (f) Dilated, atypical capillary loop, which is interpreted as suspicious. (g) Cell conglomerates (circled areas), inhomogeneous cell pattern and size adjacent to dilated vessels and leakage (scored 5 points). (h) Atypical blood vessels with a horizontal course in the superficial epithelial layer (white arrow) and a corkscrew-like shape as a sign of neoangiogenesis (transparent arrow). This image is scored as 5 points in total.
Larynx and pharynx confocal imaging score (LP-CIS).
| Tissue homogeneity | Cell size (+/-20%) | Cell cluster | Blood vessels | Nucleus/cytoplasm ratio | Cell borders |
|---|---|---|---|---|---|
| 0 = homogeneous | 0 = uniform | -1 = honeycomb | -1 = capillary loops | 0 = no small dark cells | 0 = clear cell borders |
| 1 = inhomogeneous | 1 = different | 1 = no honeycombs | 0 = no capillary loops and/or atypical vessels/horizontally running vessels/leakage | 1 = small and or dark cells | 1 = disrupted cell borders and/or conglomerates |
≥ 3 points are considered suspicious (range: minimum -2 to maximum 5 points).
Data analysis by the various raters (larynx and pharynx confocal imaging score).
| Diagnostic metrics | Expert 1 (P) | Expert 2 (S) | Expert 3 (S) | Expert 4 (S) | Nonexpert 1 (S) | Nonexpert 2 (S) | Nonexpert 3 (S) | Nonexpert 4 (S) | Experts (1-4) | Nonexperts (1-4) | All raters |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Value (95%CI) | Value (95%CI) | Value (95%CI) | Value (95%CI) | Value (95%CI) | Value (95%CI) | Value (95%CI) | Value (95%CI) | Value (95%CI) | Value (95%CI) | Value (95%CI) | |
| Accuracy | 86.7% (75.4-94.1) | 90.0% (79.5-96.2) | 96.7% (88.5-99.6) | 95% (86.1-99.0) | 95.0% (86.1-99.0) | 83.3% (71.5-91.7) | 83.3% (71.5-91.7) | 83.3% (71.5-91.7) | 90.8% (86.4-94.2) | 86.2% (81.2-90.3) | 88.5% (85.3-91.2) |
| Sensitivity | 75.8% (57.7-88.9) | 90.9% (75.7-98.1) | 93.9% (79.8-99.3) | 90.1% (75.7-98.1) | 90.9% (75.7-98.1) | 100% (89.4-100) | 81.8% (64.5-93.0) | 72.7% (54.5-86.7) | 95.1% (89.6-98.2) | 86.4% (79.3-91.7) | 87.1% (82.5-90.9) |
| Specificity | 100% (87.2-100) | 88.9% (70.8-97.6) | 100% (87.2-100) | 100% (87.2-100) | 100% (87.2-100) | 63.0% (42.4-80.6) | 85.2% (66.3-95.8) | 96.3% (81.0-99.9) | 86.4% (78.9-92.0) | 86.1% (78.1-92.0) | 90.3% (85.5-93.9) |
| PPV | 100% | 90.9% (77.4-96.7) | 100% | 100% | 100% | 76.7% (66.9-84.4) | 87.1% (72.9-94.4) | 96.0% (77.6-99.4) | 87.9% (82.1-92.0) | 88.4% (82.5-92.4) | 91.6% (87.9-94.3) |
| NPV | 77.1% (64.9-86.0) | 88.9% (72.9-96.0) | 93.1% (77.9-98.1) | 90.0% (75.4-96.4) | 90.0% (75.4-96.4) | 100% | 79.3% (64.6-88.9) | 74.3% (62.2-83.5) | 94.4% (88.6-97.4) | 83.8% (78.0-88.9) | 85.1% (80.7-88.7) |
| ROC(AUC) | 0.92 (0.86-0.92) | 0.92 (0.85-0.99) | 0.98 (0.96-1.00) | 0.94 (0.89-1.00) | 0.93 (0.86-1.00) | 0.81 (0.71-0.91) | 0.90 (0.83-0.97) | 0.95 (0.90-1.00) | 0.94 (0.90-0.97) | 0.89 (0.84-0.94) | 0.91 (0.88-0.94) |
S: surgeon; P: pathologist; PPV: positive predictive value; NPV: negative predictive value; 95%CI: 95% Confidence Interval; ROC: receiver operating characteristic; AUC: area under the curve.
Inter-observer agreement in score validation.
| Observer pair | Fleiss-Kappa / Cohens-Kappa |
|---|---|
| Experts | 0.78 |
| Non-experts | 0.58 |
| Experts | 0.77 |
| All raters | 0.66 |
Inter-observer agreement for multiple raters (Fleiss’ kappa) and observer groups (Cohen’s kappa*).
Figure 2.Receiver operating characteristic (ROC) analysis and the area under the curve (AUC) of the larynx and pharynx confocal imaging score. The optimal cut-off value is calculated as 3 points.