Open Access

The Potential of the C-Reactive Protein-Albumin-Lymphocyte (CALLY) Index as a Prognostic Biomarker in Colorectal Cancer

SHUNSUKE FURUKAWA 1
MASATSUGU HIRAKI 1
NAOYA KIMURA 1
NAOHIKO KOHYA 1
MASASHI SAKAI 1
AKASHI IKUBO 1
  &  
RYUICHIRO SAMEJIMA 1

1Department of Surgery, Japanese Red Cross Society Karatsu Red Cross Hospital, Karatsu, Japan

Cancer Diagnosis & Prognosis May-June; 5(3): 370-377 DOI: 10.21873/cdp.10449
Received 20 February 2025 | Revised 11 March 2025 | Accepted 12 March 2025
Corresponding author
Masatsugu Hiraki, Department of Surgery, Japanese Red Cross Society Karatsu Red Cross Hospital, 2430 Watada, Karatsu, Saga, 847-8588, Japan. Tel: +81 955725111, Fax: +81 955739530, e-mail: masatsuguhiraki@hotmail.com
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Abstract

Background/Aim
The C-reactive protein (CRP)-albumin-lymphocyte (CALLY) index is an innovative immunonutritional biomarker calculated from CRP, serum albumin, and lymphocyte count levels. This study aimed to determine the significance of the preoperative CALLY index as a prognostic biomarker in patients with stage II-III colorectal cancer who underwent colorectal surgery.
Patients and Methods
This retrospective study included 223 patients who underwent colorectal surgery for stage II-III colorectal cancer. The CALLY index was calculated as follows: (albumin × lymphocyte)/(CRP × 104). The patients were divided into CALLY-high group (n=112) and CALLY-low group (n=111) according to the preoperative CALLY index. The associations between the preoperative CALLY index and recurrence-free survival (RFS) and overall survival (OS) were evaluated.
Results
The cutoff value of the CALLY index was 3.41. The Kaplan-Meier survival curves for both RFS and OS in patients with stage II-III colorectal cancer demonstrated worse outcomes in the CALLY-low group than in the CALLY-high group (p=0.062 and p=0.008, respectively). A subgroup analysis of both stage II and stage III showed that patients in the CALLY-low group who did not receive postoperative adjuvant chemotherapy had the worst RFS and OS.
Conclusion
The preoperative CALLY index may serve as a prognostic biomarker in patients with colorectal cancer. Additionally, a low CALLY index may indicate a poorer prognosis, particularly in patients who did not receive postoperative adjuvant chemotherapy.
Keywords: CALLY index, colorectal cancer, recurrence

Introduction

Colorectal cancer is one of the most common malignant tumors worldwide, and its incidence has been increasing in recent years, presenting a serious threat to human health (1). Although there have been significant advancements in screening methods and treatments such as surgery, chemotherapy, and radiotherapy, the mortality rate of patients with colorectal cancer remains high (2). Identifying new biomarkers to predict recurrence and the prognosis following colorectal cancer surgery is essential to identify patients who may benefit from adjuvant chemotherapy and other additional treatments.

Recently, the usefulness of noninvasive prognostic biomarkers identified through various standard tests has been demonstrated (3). Several preoperative inflammation-based prognostic markers, including the neutrophil- to-lymphocyte ratio (NLR) (4-7), platelet-to-lymphocyte ratio (PLR) (8-10), Glasgow Prognostic Score (GPS) (11-13), and Prognostic Nutritional Index (PNI) (14-16) have been identified as prognostic factors in cancer patients. The C-reactive protein (CRP)-albumin-lymphocyte index (CALLY) that was the focus of this study is a comprehensive measure of the immune function, inflammation, and the nutritional status (17). There have been only three reports on the relationship between the CALLY index and the prognosis of patients with colorectal cancer (2,18,19). Additionally, for the first time, a subgroup analysis was conducted to examine the relationship between the CALLY index and prognosis based on the presence or absence of adjuvant chemotherapy. This study investigated the clinical outcomes of patients with stage II-III colorectal cancer who underwent surgical treatment, with outcomes assessed according to the preoperative CALLY index.

Patients and Methods

Patients. This retrospective study included 223 consecutive patients who underwent colorectal surgery for stage II-III colorectal cancer at the Department of Surgery, Karatsu Red Cross Hospital, Japanese Red Cross Society, between January 2013 and July 2019. The medical records of all the patients were thoroughly reviewed. The inclusion criterion was histologically confirmed stage II-III colorectal adenocarcinoma. Cases with missing data on the CALLY index were excluded from this study.

In this study, 223 patients were divided into the CALLY-high group (n=112) and the CALLY-low group (n=111) based on their preoperative CALLY index. All patients and their families were informed of the surgical procedures and provided their written informed consent. The study design was reviewed and approved by the Medical Ethics Committee of the Karatsu Red Cross Hospital, Japanese Red Cross Society (approval number: 23-I-17-01).

Approach. Colorectal cancer was diagnosed preoperatively via colonoscopy and a pathological examination. Patient characteristics as well as preoperative, operative, and postoperative parameters were carefully analyzed. The following data were obtained from the medical records: sex, age, body mass index, American Society of Anesthesiologists Physical Status (ASA-PS), blood test results, preoperative chemotherapy, tumor location (tumors located from the cecum to the transverse colon were classified as right-sided cancers, while those found from the left colonic flexure to the rectum were classified as left-sided cancers), TNM stage, histological type, operative time, intraoperative bleeding, blood transfusion, postoperative complications, postoperative stay, and postoperative chemotherapy. The CALLY index was calculated as follows: (albumin × lymphocyte)/(CRP × 104). The median value of 3.41 was used as the cutoff for the CALLY index.

Surgical procedure and patient management. All the patients underwent either open or laparoscopic surgery with appropriate lymphadenectomy. Complete mesocolic excision was performed for colon cancer, whereas tumor-specific mesorectal excision or total mesorectal excision was performed for rectal cancer. The pathological tumor stage was classified based on the eighth edition of the Union for UICC-TNM classification. Postoperative complications were assessed using the Clavien-Dindo (CD) classification (20,21). Postoperatively, the levels of carcinoembryonic antigen (CEA) and carbohydrate antigen 19-9 (CA19-9) tumor markers were assessed at least every three months, computed tomography was performed every 6 months, and colonoscopy was conducted annually for cancer surveillance. The primary endpoints of the study were recurrence-free survival (RFS) and overall survival (OS) based on the preoperative CALLY index. The follow-up duration was determined from the time of surgery to the most recent clinical note in the medical records.

Statistical analyses. Continuous variables are presented as the median and interquartile range (IQR), and categorical variables are presented as numbers. In the univariate analysis, Wilcoxon's rank-sum test was applied for continuous variables, and Fisher's exact test was used for binary variables. RFS and OS during the follow-up period were evaluated using the Kaplan-Meier method. p<0.05 was considered for statistical significance. All analyses were performed using SPSS (version 25; IBM Japan, Tokyo, Japan).

Results

Among 223 patients (males, n=121; females, n=102) with colorectal cancer who underwent curative surgery, 112 were classified into the CALLY-high group and 111 were classified into the CALLY-low group. Table I shows the results of the univariate analysis of the patient background factors and characteristics. The univariate analyses showed that age (p=0.042), ASA-PS (p<0.001), hemoglobin level (p<0.001), white blood cell count (p=0.048), lymphocyte count (p=0.047), albumin level (p<0.001), CRP level (p<0.001), CALLY index (p<0.001), NLR index (p=0.023), PNI index (p<0.001), histological type (p<0.005), intraoperative bleeding (p=0.016), and blood transfusion (p=0.006) were significantly different between the two groups. In contrast, sex, body mass index, PLR index, CEA and CA19-9 levels, preoperative chemotherapy, tumor location, T category, N category, surgical procedure, operative time, anastomotic leakage (CD ≥2), any complication (CD ≥2), postoperative stay, and postoperative chemotherapy were not significantly different between the two groups.

The RFS for stage II-III colorectal cancer, analyzed using the Kaplan-Meier method, showed a decrease in the CALLY-low group relative to the CALLY-high group, without statistical significance (p=0.062, Figure 1A). However, Kaplan-Meier analysis of OS showed a significant decrease in the CALLY-low group relative to the CALLY-high group (p=0.008, Figure 1B).

A subgroup analysis of stage II cases showed that patients who did not receive postoperative adjuvant chemotherapy had significantly worse RFS and OS, with a particularly pronounced decline in the CALLY-low group (p=0.022 and p=0.028, Figure 2A and B). Similarly, a subgroup analysis of stage III cases showed that patients who did not receive postoperative adjuvant chemotherapy had significantly worse RFS and OS, with a particularly pronounced decline in the CALLY-low group relative to the CALLY-high group. Additionally, the results for stage III showed a more significant decline relative to stage II (p<0.001 and p<0.001, Figure 3A and B).

Discussion

This report investigated the association between the preoperative CALLY index and stage II-III colorectal cancer. This study showed that patients with stage II-III colorectal cancer who underwent curative resection with a low CALLY index score demonstrated a significantly worse prognosis. The CALLY index has been reported to be a useful prognostic factor for various types of cancers. Hashimoto et al. reported that a low CALLY index in gastric cancer is associated with worse RFS and OS (22), while Aoyama et al. suggested that a low CALLY index in gastric cancer may lead to worse OS as well as an increase in postoperative surgical complications and the use of adjuvant chemotherapy (23). In addition, a low CALLY index in esophageal cancer has been associated with RFS and OS (24,25) and is associated with an increased risk of postoperative surgical site infections (24) and anastomotic leakage (25). Furthermore, Iida et al. reported that a low CALLY index in hepatocellular carcinoma (HCC) after hepatectomy is associated with worse OS (3). However, existing studies on the relationship between colorectal cancer and the CALLY index are limited (2,18,19), and the subgroup analysis in this study was the first to examine the association between the CALLY index and the presence or absence of adjuvant chemotherapy in patients with colorectal cancer.

The CALLY index combines CRP, albumin, and lymphocyte levels (26). CRP is an acute-phase protein that is produced in response to inflammation-related cytokines such as vascular endothelial growth factor and interleukin-6 (27). Serum albumin, a key protein in blood, is an effective marker of the nutritional status (28). The lymphocyte count is a conventional biomarker that reflects the immune function (29). The CALLY index is thus regarded as a biomarker for evaluating a patient's immuno-nutritional status and systemic inflammation (30).

The CALLY index is associated with cell differentiation and the types of colorectal polyps and colorectal cancer (2,31). Ciftel et al. reported that patients with a low CALLY index have a higher prevalence of high-grade dysplasia than those with no dysplasia or low-grade dysplasia, and that the CALLY index has potential utility in early detection and risk stratification of colorectal polyps (31). Additionally, in colorectal cancer, a low CALLY index has been reported to be associated with undifferentiated carcinoma, rather than differentiated carcinoma (2). In this study, patients with a low CALLY index exhibited a significantly higher prevalence of poorly differentiated adenocarcinomas, suggesting that a low CALLY index may indicate a higher degree of histological malignancy.

There have been only three previous reports related to colorectal cancer and the CALLY index. Takeda et al. reported that a decline in the CALLY index was associated with a significant reduction in both RFS and OS in stage II-III colorectal cancer (2). According to Yang et al., a decrease in the CALLY index was linked to a noteworthy decrease in OS across all stages of colorectal cancer (18). Moreover, Furukawa et al. reported that a low CALLY index was associated with a decrease in OS and an increase in postoperative complications in patients who underwent liver resection for colorectal liver metastasis (19). Previous reports have cited cutoff values for the CALLY index as 2.0 (2), 1.47 (18), and 4.0 (19), while this study used 3.41. A clear cutoff value has not yet been established. In this study, similar to previous reports, a decline in the CALLY index was associated with a reduction in RFS and OS. Interestingly, in the subgroup analysis, a lower CALLY index, combined with the absence of postoperative adjuvant chemotherapy, was associated with a particularly significant decline in both RFS and OS. The CALLY index is a useful indicator that can be calculated from preoperative blood tests in patients with colorectal cancer and can easily predict a poor prognosis. In patients with a low CALLY index, aggressive nutritional therapy and postoperative adjuvant chemotherapy may lead to an improved prognosis.

The present study was associated with several limitations, including its retrospective design and the fact that it was conducted at a single institution with a relatively small sample size. In addition, the standardized cutoff values for the CALLY index are controversial. Moreover, as the CALLY index was only measured preoperatively, the postoperative measurements may have had an impact on the results. Therefore, further studies are required to verify the association between the preoperative CALLY index and the prognosis in colorectal cancer.

Conclusion

The preoperative CALLY index may function as an independent prognostic biomarker for patients diagnosed with stage II-III cancer. Specifically, in colorectal cancer patients with a low preoperative CALLY index who did not undergo postoperative adjuvant chemotherapy, these findings may indicate a high risk for cancer recurrence. The CALLY index may serve as a new biomarker for determining the suitability of postoperative adjuvant chemotherapy in colorectal cancer.

Conflicts of Interest

The Authors declare no conflicts of interest in association with the present study.

Authors’ Contributions

S Furukawa and M Hiraki designed the study. S Furukawa, M Hiraki, N Kimura, N Kohya, M Sakai, A Ikubo and R Samejima treated patients. S Furukawa, M Hiraki, and N Kimura collected data. M Hiraki analyzed the data. S Furukawa and M Hiraki interpreted the results and wrote the manuscript. All the Authors have edited the manuscript. R Samejima supervised the study and approved the final manuscript. All Authors have read and approved the final manuscript.

References

1 Keum N & Giovannucci E Global burden of colorectal cancer: emerging trends, risk factors and prevention strategies. Nat Rev Gastroenterol Hepatol. 16(12) 713 - 732 2019. DOI: 10.1038/s41575-019-0189-8
2 Takeda Y Sugano H Okamoto A Nakano T Shimoyama Y Takada N Imaizumi Y Ohkuma M Kosuge M & Eto K Prognostic usefulness of the C-reactive protein-albumin-lymphocyte (CALLY) index as a novel biomarker in patients undergoing colorectal cancer surgery. Asian J Surg. 47(8) 3492 - 3498 2024. DOI: 10.1016/j.asjsur.2024.03.054
3 Iida H Tani M Komeda K Nomi T Matsushima H Tanaka S Ueno M Nakai T Maehira H Mori H Matsui K Hirokawa F Kaibori M & Kubo S Superiority of CRP-albumin-lymphocyte index (CALLY index) as a non-invasive prognostic biomarker after hepatectomy for hepatocellular carcinoma. HPB (Oxford). 24(1) 101 - 115 2022. DOI: 10.1016/j.hpb.2021.06.414
4 Li Z Zhao R Cui Y Zhou Y & Wu X The dynamic change of neutrophil to lymphocyte ratio can predict clinical outcome in stage I-III colon cancer. Sci Rep. 8(1) 9453 2018. DOI: 10.1038/s41598-018-27896-y
5 Tominaga T Nonaka T Oyama S Takamura Y Hashimoto S Shiraishi T Sawai T & Nagayasu T Efficacy of neutrophil-to-lymphocyte ratio for cancer-specific survival in elderly patients with localized colon cancer: a single center propensity score-matched analysis. Clin Exp Gastroenterol. 16 1 - 9 2023. DOI: 10.2147/CEG.S385207
6 Hung HC Hsu PJ Chang TC Chou HH Huang KG Lai CH Lee CW Yu MC You JF Hsu JT & Wu TJ Neutrophil-to-lymphocyte-ratio-based perioperative prognosis prediction model on early mortality after cytoreductive surgery with hyperthermic intraperitoneal chemotherapy. Asian J Surg. 45(12) 2676 - 2685 2022. DOI: 10.1016/j.asjsur.2022.01.104
7 Wang CY Li XL Ma XL Yang XF Liu YY & Yu YJ Preoperative neutrophil-to-lymphocyte ratio predicts symptomatic anastomotic leakage in elderly colon cancer patients: Multicenter propensity score-matched analysis. World J Gastrointest Surg. 16(2) 438 - 450 2024. DOI: 10.4240/wjgs.v16.i2.438
8 Zhang J Zhang HY Li J Shao XY & Zhang CX The elevated NLR, PLR and PLT may predict the prognosis of patients with colorectal cancer: a systematic review and meta-analysis. Oncotarget. 8(40) 68837 - 68846 2017. DOI: 10.18632/oncotarget.18575
9 Ramesh SK Swain SK Munikrishnan V & Jameel JKA Can the inflammatory cell ratio NLR and PLR be used as a reliable marker in colon cancer? A prospective study. Euroasian J Hepatogastroenterol. 13(2) 61 - 65 2023. DOI: 10.5005/jp-journals-10018-1399
10 Acikgoz O Cakan B Demir T Bilici A Oven BB Hamdard J Olmuscelik O Olmez OF Seker M & Yildiz O Platelet to lymphocyte ratio is associated with tumor localization and outcomes in metastatic colorectal cancer. Medicine (Baltimore). 100(44) e27712 2021. DOI: 10.1097/MD.0000000000027712
11 Kasahara K Enomoto M Udo R Tago T Mazaki J Ishizaki T Yamada T Nagakawa Y Katsumata K & Tsuchida A Prognostic value of preoperative high-sensitivity modified Glasgow prognostic score in advanced colon cancer: a retrospective observational study. BMC Cancer. 22(1) 20 2022. DOI: 10.1186/s12885-021-09113-8
12 Shimada A Matsuda T Sawada R Hasegawa H Yamashita K Harada H Urakawa N Goto H Kanaji S Oshikiri T & Kakeji Y The modified Glasgow prognostic score is a reliable predictor of oncological outcomes in patients with rectal cancer undergoing neoadjuvant chemoradiotherapy. Sci Rep. 13(1) 17111 2023. DOI: 10.1038/s41598-023-44431-w
13 Kamada T Ohdaira H Aida T Yamagishi D Hashimoto R Kawashima T Takahashi J Nakashima K Hata T Eto K & Suzuki Y Visceral obesity and a high Glasgow Prognostic Score are key prognostic factors for metastatic colorectal cancer treated with first line chemotherapy. J Anus Rectum Colon. 8(4) 383 - 392 2024. DOI: 10.23922/jarc.2024-052
14 Tominaga T Nagasaki T Akiyoshi T Fukunaga Y Honma S Nagaoka T Matsui S Minami H Miyanari S Yamaguchi T & Ueno M Prognostic nutritional index and postoperative outcomes in patients with colon cancer after laparoscopic surgery. Surg Today. 50(12) 1633 - 1643 2020. DOI: 10.1007/s00595-020-02050-2
15 Tatsuta K Sakata M Kojima T Akai T Shimizu M Morita Y Kikuchi H Hiramatsu Y Kurachi K & Takeuchi H Impact of perioperative prognostic nutritional index changes on the survival of patients with stage II/III colorectal cancer. Ann Gastroenterol Surg. 8(5) 817 - 825 2024. DOI: 10.1002/ags3.12826
16 Maruyama T Shimoda M Hakoda H Sako A Ueda K & Suzuki S Preoperative prognostic nutritional index predicts risk of recurrence after curative resection for stage IIA colon cancer. Am J Surg. 222(1) 179 - 185 2021. DOI: 10.1016/j.amjsurg.2020.10.032
17 Tanaka H Tamura T Toyokawa T Muguruma K Miki Y Kubo N Sakurai K Hirakawa K & Ohira M Clinical relevance of postoperative neutrophil-lymphocyte ratio (NLR) to recurrence after adjuvant chemotherapy of S-1 for gastric cancer. Anticancer Res. 38(6) 3745 - 3751 2018. DOI: 10.21873/anticanres.12655
18 Yang M Lin SQ Liu XY Tang M Hu CL Wang ZW Zhang Q Zhang X Song MM Ruan GT Zhang XW Liu T Xie HL Zhang HY Liu CA Zhang KP Li QQ Li XR Ge YZ Liu YY Chen Y Zheng X & Shi HP Association between C-reactive protein-albumin-lymphocyte (CALLY) index and overall survival in patients with colorectal cancer: From the investigation on nutrition status and clinical outcome of common cancers study. Front Immunol. 14 1131496 2023. DOI: 10.3389/fimmu.2023.1131496
19 Furukawa K Tsunematsu M Tanji Y Ishizaki S Akaoka M Haruki K Uwagawa T Onda S Matsumoto M & Ikegami T Impact of C-reactive protein-albumin-lymphocyte (CALLY) index on prognosis after hepatectomy for colorectal liver metastasis. Surg Oncol. 47 101911 2023. DOI: 10.1016/j.suronc.2023.101911
20 Dindo D Demartines N & Clavien PA Classification of surgical complications: a new proposal with evaluation in a cohort of 6336 patients and results of a survey. Ann Surg. 240(2) 205 - 213 2004. DOI: 10.1097/01.sla.0000133083.54934.ae
21 Katayama H Kurokawa Y Nakamura K Ito H Kanemitsu Y Masuda N Tsubosa Y Satoh T Yokomizo A Fukuda H & Sasako M Extended Clavien-Dindo classification of surgical complications: Japan Clinical Oncology Group postoperative complications criteria. Surg Today. 46(6) 668 - 685 2016. DOI: 10.1007/s00595-015-1236-x
22 Hashimoto I Tanabe M Onuma S Morita J Nagasawa S Maezawa Y Kanematsu K Aoyama T Yamada T Yukawa N Ogata T Rino Y Saito A & Oshima T Clinical impact of the C-reactive protein-albumin-lymphocyte index in post-gastrectomy patients with gastric cancer. In Vivo. 38(2) 911 - 916 2024. DOI: 10.21873/invivo.13518
23 Aoyama T Maezawa Y Hashimoto I Hara K Tamagawa A Kazama K Kato A Cho H Nakazono M Numata M Kawahara S Tanabe M Morita J Oshima T Saito A Yukawa N & Rino Y The CRP-albumin-lymphocyte (CALLY) index is an independent prognostic factor for gastric cancer patients who receive curative treatment. Anticancer Res. 44(4) 1629 - 1636 2024. DOI: 10.21873/anticanres.16961
24 Ma R Okugawa Y Shimura T Yamashita S Sato Y Yin C Uratani R Kitajima T Imaoka H Kawamura M Morimoto Y Okita Y Yoshiyama S Ohi M & Toiyama Y Clinical implications of C-reactive protein-albumin-lymphocyte (CALLY) index in patients with esophageal cancer. Surg Oncol. 53 102044 2024. DOI: 10.1016/j.suronc.2024.102044
25 Aoyama T Hashimoto I Maezawa Y Hara K Kazama K Komori K Numata M Tamagawa A Fukuda M Cho H Morita J Yoshizawa S Otani K Kato A Tanabe M Nakazono M Kawahara S Oshima T Saito A Yukawa N & Rino Y CRP-albumin-lymphocyte (CALLY) index is an independent prognostic factor for the esophageal cancer patients who received curative treatment. Anticancer Res. 44(2) 815 - 822 2024. DOI: 10.21873/anticanres.16873
26 Müller L Hahn F Mähringer-Kunz A Stoehr F Gairing SJ Michel M Foerster F Weinmann A Galle PR Mittler J Pinto Dos Santos D Pitton MB Düber C & Kloeckner R Immunonutritive scoring for patients with hepatocellular carcinoma undergoing transarterial chemoembolization: evaluation of the CALLY Index. Cancers (Basel). 13(19) 5018 2021. DOI: 10.3390/cancers13195018
27 Rhodes B Fürnrohr BG & Vyse TJ C-reactive protein in rheumatology: biology and genetics. Nat Rev Rheumatol. 7(5) 282 - 289 2011. DOI: 10.1038/nrrheum.2011.37
28 Ma L & Zhao S Risk factors for mortality in patients undergoing hemodialysis: A systematic review and meta-analysis. Int J Cardiol. 238 151 - 158 2017. DOI: 10.1016/j.ijcard.2017.02.095
29 Fleisher TA & Oliveira JB Functional and molecular evaluation of lymphocytes. J Allergy Clin Immunol. 114(2) 227 - 34 2004. DOI: 10.1016/j.jaci.2004.06.001
30 Zhuang J Wang S Wang Y Wu Y & Hu R Prognostic value of CRP-albumin-lymphocyte (CALLY) index in patients undergoing surgery for breast cancer. Int J Gen Med. 17 997 - 1005 2024. DOI: 10.2147/IJGM.S447201
31 Ciftel S Ciftel S Klisic A & Mercantepe F New approaches based on inflammatory indexes in the evaluation of the neoplastic potential of colon polyps. Life (Basel). 14(10) 1259 2024. DOI: 10.3390/life14101259