Multiplex CD30/Carbonic Anhydrase IX Lateral Flow Assay for Rapid Triage of Suspected BIA-ALCL in Peri-implant Seroma Fluid.
Abstract
[BACKGROUND] Breast implant-associated anaplastic large cell lymphoma (BIA-ALCL) is a rare lymphoma associated with textured implants. Earlier detection and timely implant/capsulectomy reduce morbidity and improve outcomes. CD30 is a sensitive biomarker for BIA-ALCL; carbonic anhydrase IX (CA9) has been identified as a complementary marker in effusion samples.
[OBJECTIVES] To develop and evaluate a multiplex lateral flow assay (LFA) for CD30 and CA9 in peri-implant seroma fluid/effusions to support rapid clinical triage of suspected BIA-ALCL.
[METHODS] Recombinant CD30 and CA9 were spiked into benign seroma matrix to establish assay detection range under defined conditions. A retrospective cohort of 50 seroma samples (25 pathologically confirmed BIA-ALCL; 25 benign seromas) was tested. Performance was assessed by (i) visual interpretation and (ii) image-based quantification (test line/control line ratio, TL/CL) (iii) combined interpretation approach. Sensitivity, specificity, predictive values (study-conditional), and ROC/AUC were calculated.
[RESULTS] In matrix spike-in experiments, CD30 was detectable down to 500 pg/mL; CA9 was detectable down to 1000 pg/mL. In clinical samples, both CD30 and CA9 TL/CL were significantly higher in BIA-ALCL than benign seromas. Visual interpretation yielded 76% sensitivity and 88% specificity. Image-based interpretation increased sensitivity to 96% but reduced specificity to 80%. A prespecified combined interpretation approach maintained 96% sensitivity and 88% specificity (PPV 89%, NPV 96% within this case-control cohort). ROC analysis demonstrated AUC 0.96 for CD30 and 0.85 for CA9.
[CONCLUSIONS] In this retrospective cohort, a multiplex CD30/CA9 LFA distinguished BIA-ALCL from benign peri-implant seromas with high sensitivity and favorable study-conditional NPV, supporting feasibility as a rapid triage adjunct to prioritize confirmatory pathology. Prospective studies with standardized pre-analytics, blinded interpretation, and prevalence-representative cohorts are required to establish real-world predictive values and clinical utility.
[OBJECTIVES] To develop and evaluate a multiplex lateral flow assay (LFA) for CD30 and CA9 in peri-implant seroma fluid/effusions to support rapid clinical triage of suspected BIA-ALCL.
[METHODS] Recombinant CD30 and CA9 were spiked into benign seroma matrix to establish assay detection range under defined conditions. A retrospective cohort of 50 seroma samples (25 pathologically confirmed BIA-ALCL; 25 benign seromas) was tested. Performance was assessed by (i) visual interpretation and (ii) image-based quantification (test line/control line ratio, TL/CL) (iii) combined interpretation approach. Sensitivity, specificity, predictive values (study-conditional), and ROC/AUC were calculated.
[RESULTS] In matrix spike-in experiments, CD30 was detectable down to 500 pg/mL; CA9 was detectable down to 1000 pg/mL. In clinical samples, both CD30 and CA9 TL/CL were significantly higher in BIA-ALCL than benign seromas. Visual interpretation yielded 76% sensitivity and 88% specificity. Image-based interpretation increased sensitivity to 96% but reduced specificity to 80%. A prespecified combined interpretation approach maintained 96% sensitivity and 88% specificity (PPV 89%, NPV 96% within this case-control cohort). ROC analysis demonstrated AUC 0.96 for CD30 and 0.85 for CA9.
[CONCLUSIONS] In this retrospective cohort, a multiplex CD30/CA9 LFA distinguished BIA-ALCL from benign peri-implant seromas with high sensitivity and favorable study-conditional NPV, supporting feasibility as a rapid triage adjunct to prioritize confirmatory pathology. Prospective studies with standardized pre-analytics, blinded interpretation, and prevalence-representative cohorts are required to establish real-world predictive values and clinical utility.
추출된 의학 개체 (NER)
| 유형 | 영어 표현 | 한국어 / 풀이 | UMLS CUI | 출처 | 등장 |
|---|---|---|---|---|---|
| 합병증 | bia-alcl
|
보형물연관 역형성대세포림프종 | dict | 7 | |
| 합병증 | seroma
|
장액종 | dict | 4 | |
| 해부 | breast
|
유방 | dict | 1 | |
| 해부 | line/control line
|
scispacy | 1 | ||
| 해부 | matrix
|
scispacy | 1 | ||
| 합병증 | anaplastic large cell lymphoma
|
보형물연관 역형성대세포림프종 | dict | 1 | |
| 약물 | CD30/CA9
|
scispacy | 1 | ||
| 약물 | [BACKGROUND] Breast implant-associated anaplastic large cell lymphoma
|
scispacy | 1 | ||
| 약물 | [OBJECTIVES]
|
scispacy | 1 | ||
| 약물 | [RESULTS] In
|
scispacy | 1 | ||
| 약물 | [CONCLUSIONS]
|
scispacy | 1 | ||
| 질환 | Peri-implant Seroma
|
scispacy | 1 | ||
| 질환 | Breast implant-associated anaplastic large cell lymphoma
|
C4528210
Breast implant-associated anaplastic large-cell lymphoma
|
scispacy | 1 | |
| 질환 | effusion
|
C0013687
effusion
|
scispacy | 1 | |
| 질환 | seromas
|
C0262627
Seroma
|
scispacy | 1 | |
| 질환 | Peri-implant Seroma Fluid
|
scispacy | 1 | ||
| 질환 | lymphoma
|
scispacy | 1 | ||
| 질환 | peri-implant seroma fluid/effusions
|
scispacy | 1 | ||
| 질환 | seroma samples
|
scispacy | 1 | ||
| 질환 | NPV
|
scispacy | 1 | ||
| 질환 | benign peri-implant seromas
|
scispacy | 1 | ||
| 기타 | Anhydrase IX
|
scispacy | 1 | ||
| 기타 | CD30
|
scispacy | 1 | ||
| 기타 | carbonic anhydrase IX
|
scispacy | 1 | ||
| 기타 | CA9
|
scispacy | 1 | ||
| 기타 | CA9 TL/CL
|
scispacy | 1 |
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