Improved Risk-Stratification Scheme for Mismatch-Repair Proficient Stage II Colorectal Cancers Using the Digital Pathology Biomarker QuantCRC

Author:

Wu Christina1ORCID,Pai Reetesh K.2ORCID,Kosiorek Heidi3ORCID,Banerjee Imon4ORCID,Pfeiffer Ashlyn5ORCID,Hagen Catherine E.6ORCID,Hartley Christopher P.6ORCID,Graham Rondell P.6ORCID,Sonbol Mohamad B.1ORCID,Bekaii-Saab Tanios1ORCID,Xie Hao7ORCID,Sinicrope Frank A.78ORCID,Patel Bhavik4ORCID,Westerling-Bui Thomas9ORCID,Shivji Sameer10ORCID,Conner James10ORCID,Swallow Carol11121314ORCID,Savage Paul1113ORCID,Cyr David P.11121314ORCID,Kirsch Richard10ORCID,Pai Rish K.5ORCID

Affiliation:

1. 1Division of Medical Oncology, Department of Medicine, Mayo Clinic, Phoenix, Arizona.

2. 2Department of Pathology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania.

3. 3Department of Quantitative Health Sciences, Mayo Clinic, Phoenix, Arizona.

4. 4Department of Radiology and Machine Intelligence in Medicine and Imaging Center (MI-2), Mayo Clinic Arizona.

5. 5Department of Pathology and Laboratory Medicine, Mayo Clinic, Scottsdale, Arizona.

6. 6Department of Pathology and Laboratory Medicine, Mayo Clinic, Rochester, Minnesota.

7. 7Division of Oncology, Department of Medicine, Mayo Clinic, Rochester, Minnesota.

8. 8Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic, Rochester, Minnesota.

9. 9Aiforia Inc., Cambridge, Massachusetts.

10. 10Department of Pathology, Mount Sinai Hospital, Toronto, Ontario, Canada.

11. 11Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Toronto, Ontario, Canada.

12. 12Department of Surgical Oncology, Princess Margaret Cancer Centre and Mount Sinai Hospital, Toronto, Ontario, Canada.

13. 13Division of General Surgery, Department of Surgery, University of Toronto, Toronto, Ontario, Canada.

14. 14Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada.

Abstract

Abstract Purpose: There is a need to improve current risk stratification of stage II colorectal cancer to better inform risk of recurrence and guide adjuvant chemotherapy. We sought to examine whether integration of QuantCRC, a digital pathology biomarker utilizing hematoxylin and eosin–stained slides, provides improved risk stratification over current American Society of Clinical Oncology (ASCO) guidelines. Experimental Design: ASCO and QuantCRC-integrated schemes were applied to a cohort of 398 mismatch-repair proficient (MMRP) stage II colorectal cancers from three large academic medical centers. The ASCO stage II scheme was taken from recent guidelines. The QuantCRC-integrated scheme utilized pT3 versus pT4 and a QuantCRC-derived risk classification. Evaluation of recurrence-free survival (RFS) according to these risk schemes was compared using the log-rank test and HR. Results: Integration of QuantCRC provides improved risk stratification compared with the ASCO scheme for stage II MMRP colorectal cancers. The QuantCRC-integrated scheme placed more stage II tumors in the low-risk group compared with the ASCO scheme (62.5% vs. 42.2%) without compromising excellent 3-year RFS. The QuantCRC-integrated scheme provided larger HR for both intermediate-risk (2.27; 95% CI, 1.32–3.91; P = 0.003) and high-risk (3.27; 95% CI, 1.42–7.55; P = 0.006) groups compared with ASCO intermediate-risk (1.58; 95% CI, 0.87–2.87; P = 0.1) and high-risk (2.24; 95% CI, 1.09–4.62; P = 0.03) groups. The QuantCRC-integrated risk groups remained prognostic in the subgroup of patients that did not receive any adjuvant chemotherapy. Conclusions: Incorporation of QuantCRC into risk stratification provides a powerful predictor of RFS that has potential to guide subsequent treatment and surveillance for stage II MMRP colorectal cancers.

Funder

National Cancer Institute

Publisher

American Association for Cancer Research (AACR)

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