Notice bibliographique
Résumé
A 66-year-old female presented with a palpable mass in her left breast. Physical examination revealed hard and irregular breasts with a non-mobile mass in the left upper inner quadrant. Diagnostic mammography (Figure 1) showed, as the most relevant and concerning finding, an irregular, spiculated, high-density mass in the upper inner left breast at the site of the palpable mass. Additional extensive bilateral irregular coarse calcifications with diffuse and symmetric distribution in an uncommon cobblestone-like pattern were found. US (Figure 2) showed an irregular mass with spiculated margins and heterogeneous echogenicity. US also demonstrated diffuse dystrophic calcifications producing significant posterior acoustic shadowing. A biopsy of the irregular mass was performed, confirming the diagnosis of invasive lobular carcinoma. Left breast lumpectomy was performed with US-guided localization of the mass. The surgical specimen, in addition to the primary tumor, showed diffuse dark patchy hyperpigmentation distributed throughout the breast parenchyma (Figure 3). Histological evaluation demonstrated multiple rounded brown ochronotic deposits in the connective tissue. With these findings, focused clinical examination noted dark hyperpigmentation of the bilateral sclera, auricles, and nails (Figure 4), which are typical clinical manifestations of ochronosis. Bilateral craniocaudal (A), mediolateral oblique (B), and mediolateral oblique spot compression views (C) show extensive bilateral irregular coarse calcifications with diffuse and symmetric distribution in an uncommon cobblestone-like pattern. In the upper inner quadrant of the left breast, at the site of the palpable area, an irregular, spiculated, high-density mass is observed (arrow), corresponding to the biopsy-proven invasive lobular carcinoma. US images of the right (A) and left breast (B) demonstrate diffuse dystrophic calcifications producing significant posterior acoustic shadowing. In the left upper inner quadrant (C), an irregular mass (arrows) with spiculated margins and heterogeneous echogenicity is identified. This was assessed as BI-RADS category 5, and subsequent biopsy showed invasive lobular carcinoma. Left lumpectomy surgical specimen. Primary tumor resection specimen (left) and a piece of normal mammary tissue (right) from a different location show dark patchy hyperpigmentation (arrows) from ochronosis pigments in the breast. Other typical clinical manifestations of ochronosis in our patient included hyperpigmentation secondary to ochronotic deposits in the sclera (Osler’s sign) (A) (arrow), auricle (B) (arrowhead), and nails (C) (asterisks). Ochronosis is a rare disorder resulting from alkaptonuria, an autosomal recessive abnormality of homogentisate oxidase enzyme function, which leads to the accumulation of homogentisic acid in fluids and tissues of the body. The accumulation of ochronotic pigments, as they are known, causes tissue damage with various clinical manifestations that are accentuated by the aging process. The most frequently affected tissues are connective tissue, hyaline cartilage, tendons, ligaments, and muscles. Breast manifestations include changes similar to those of fibrous mastopathy, such as dystrophic calcifications. Dark pigmented nipple secretions or breast milk are also seen. The accumulation of ochronotic pigment in the mammary stroma serves as a stimulus for the development of dystrophic calcifications. The typical appearance on mammography includes diffuse bilateral and symmetric coarse calcifications, which become more abundant as the aging process continues. There is no definitive treatment for this disease, which is progressive in most cases, and the prognosis varies according to the affected organs and severity. Specifically in the breast, the decision regarding conservative versus surgical management must be individualized and depends on whether the patient presents with pain, discomfort, or deformity. Special thanks to our dear patient, who from the beginning was interested in us sharing her case. None declared.
Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.
Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,001 | 0,002 |
| Méta-épidémiologie (sens strict) | 0,001 | 0,000 |
| Méta-épidémiologie (sens large) | 0,001 | 0,001 |
| Bibliométrie | 0,003 | 0,001 |
| Études des sciences et des technologies | 0,001 | 0,001 |
| Communication savante | 0,001 | 0,001 |
| Science ouverte | 0,001 | 0,001 |
| Intégrité de la recherche | 0,002 | 0,001 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,006 | 0,001 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».