A Clinical Nomogram for Predicting Node-positive Disease in Esophageal Cancer. Issue 6 (June 2021)
- Record Type:
- Journal Article
- Title:
- A Clinical Nomogram for Predicting Node-positive Disease in Esophageal Cancer. Issue 6 (June 2021)
- Main Title:
- A Clinical Nomogram for Predicting Node-positive Disease in Esophageal Cancer
- Authors:
- Semenkovich, Tara R.
Yan, Yan
Subramanian, Melanie
Meyers, Bryan F.
Kozower, Benjamin D.
Nava, Ruben
Patterson, G. Alexander
Kreisel, Daniel
Puri, Varun - Abstract:
- Abstract : Objective: We developed and validated a nomogram predicting the likelihood of occult lymph node metastases in surgically resectable esophageal cancers. Background: Patients with esophageal cancer with positive lymph nodes benefit from neoadjuvant therapy, but limitations in current clinical staging techniques mean nodal metastases often go undetected preoperatively. Methods: The National Cancer Database was queried for patients with clinical T1-3N0M0 cancer undergoing upfront esophagectomy from 2004 to 2014. Multivariable logistic regression was used to develop the risk model using both statistical significance and clinical importance criteria for variable selection. Predictive accuracy was assessed and bootstrapping was used for validation. A nomogram was constructed for presentation of the final model. Results: Of 3186 patients, 688 (22%) had pathologic lymph node involvement (pN+) and 2498 (78%) had pN0 status. Variables associated with pN+ status included histology [adenocarcinoma vs squamous: odds ratio (OR) 1.75], tumor stage (T1: reference, T2: OR 1.90, T3: OR 2.17), tumor size (<1 cm: reference, 1–2 cm: OR 2.25, 2–3 cm: OR 3.82, 3–4 cm: OR 5.40, 4–5 cm: OR 5.66, ≥5 cm: OR 6.02), grade (1: reference, 2: OR 2.62, 3: OR 4.39, 4: OR 4.15, X: OR 1.87), and presence of lymphovascular invasion (absent: reference, present: OR 4.70, missing: OR 1.87), all P < 0.001. A nomogram with these variables had good predictive accuracy (Brier score: 0.14, calibration slope:Abstract : Objective: We developed and validated a nomogram predicting the likelihood of occult lymph node metastases in surgically resectable esophageal cancers. Background: Patients with esophageal cancer with positive lymph nodes benefit from neoadjuvant therapy, but limitations in current clinical staging techniques mean nodal metastases often go undetected preoperatively. Methods: The National Cancer Database was queried for patients with clinical T1-3N0M0 cancer undergoing upfront esophagectomy from 2004 to 2014. Multivariable logistic regression was used to develop the risk model using both statistical significance and clinical importance criteria for variable selection. Predictive accuracy was assessed and bootstrapping was used for validation. A nomogram was constructed for presentation of the final model. Results: Of 3186 patients, 688 (22%) had pathologic lymph node involvement (pN+) and 2498 (78%) had pN0 status. Variables associated with pN+ status included histology [adenocarcinoma vs squamous: odds ratio (OR) 1.75], tumor stage (T1: reference, T2: OR 1.90, T3: OR 2.17), tumor size (<1 cm: reference, 1–2 cm: OR 2.25, 2–3 cm: OR 3.82, 3–4 cm: OR 5.40, 4–5 cm: OR 5.66, ≥5 cm: OR 6.02), grade (1: reference, 2: OR 2.62, 3: OR 4.39, 4: OR 4.15, X: OR 1.87), and presence of lymphovascular invasion (absent: reference, present: OR 4.70, missing: OR 1.87), all P < 0.001. A nomogram with these variables had good predictive accuracy (Brier score: 0.14, calibration slope: 0.97, c-index: 0.77). Conclusions: We created a nomogram predicting the likelihood of pathologic lymph node involvement in patients with esophageal cancer who are clinically node negative using a generalizable dataset. Risk stratification with this nomogram could improve delivery of appropriate perioperative care. … (more)
- Is Part Of:
- Annals of surgery. Volume 273:Issue 6(2021)
- Journal:
- Annals of surgery
- Issue:
- Volume 273:Issue 6(2021)
- Issue Display:
- Volume 273, Issue 6 (2021)
- Year:
- 2021
- Volume:
- 273
- Issue:
- 6
- Issue Sort Value:
- 2021-0273-0006-0000
- Page Start:
- Page End:
- Publication Date:
- 2021-06
- Subjects:
- esophageal cancer -- lymph nodes -- nomogram
Surgery -- Periodicals
617.005 - Journal URLs:
- http://www.annalsofsurgery.com ↗
http://journals.lww.com ↗ - DOI:
- 10.1097/SLA.0000000000003450 ↗
- Languages:
- English
- ISSNs:
- 0003-4932
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 1044.500000
British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 25567.xml