Review
Hell J Surg. 2024 Apr-Jun;94(2):90–100
doi: 10.59869/24033
Datis Kalali1, Polyna Antoniou2, Sabina Kadłubek3, Jakub Kamiński3
1Medical School, University of Cyprus, Nicosia, Cyprus
2School of Medicine and Dentistry, European University of Cyprus, Nicosia, Cyprus
3Faculty of Medical Sciences, Medical University of Silesia, Katowice, Poland
Correspondence: Datis Kalali, Medical School, University of Cyprus, Nicosia, Cyprus, e-mail: kalali.datis@ucy.ac.cy
Abstract
Background: Surgical resection of tumours is usually performed in patients with colorectal carcinoma regardless of the disease’s stage. Nonetheless, before undergoing surgery, it is important to be aware that various postoperative complications may arise. The neutrophil-to-lymphocyte ratio (NLR) is an inflammatory marker related to complications following surgical operations. Hence, the present review study was undertaken to assess the association of the NLR and postoperative complications in resections of colorectal tumours.
Methods: Major electronic databases were searched to find all available existing literature. Data was extracted and processed from the eligible studies and presented in the present review.
Results: Overall, a total of 32 observational and case-control studies consisting of 9095 colorectal cancer patients were included in the review. In 27/32 of the studies, a statistically significant positive association was found between the NLR and post-operative complications. Preoperative NLR was assessed in 25/32 of the studies and postoperative NLR was assessed in 8/32 of the studies including studies in which NLR was assessed in both moments.
Conclusions: High preoperative and postoperative values of the NLR increase the risk of developing postsurgical complications. However, it is important to conduct further prospective cohort studies to verify the results and deepen knowledge in this area.
Key Words: Colorectal cancer, postoperative complications, surgical complications, neutrophil-lymphocyte ratio, NLR
Submission: 29.04.2024, Acceptance: 05.06.2024
Introduction
Colorectal cancer (CRC), also known as bowel cancer, is the third most frequent malignant disease and the second most common cause of cancer-related death worldwide [1]. The European Society of Medical Oncology (ESMO) guidelines suggest a surgical resection of the tumour when it is classified as a carcinoma, either with or without the administration of neoadjuvant chemotherapy according to the tumour’s stage [2]. Nevertheless, after a surgical operation, different complications, namely anastomotic leakage, postoperative infections and bleeding, intra-abdominal abscesses, hernias, bowel obstruction and cardiac events may occur [3,4].
These complications have been shown to decrease rates of overall survival and even increase the risk of intra-abdominal recurrence of the disease [5-7]. Hence, preventive strategies must be undertaken in patients with a high risk of developing these complications, and in case of occurrence, therapeutic procedures must begin without delay [4]. It is thus deemed necessary to discover diagnostic tools that enable clinicians to identify patients who are at a high risk of developing postoperative complications.
The neutrophil-to-lymphocyte ratio (NLR) is an inflammatory marker, derived from dividing the number of neutrophils by the number of lymphocytes in a complete blood count, which has recently been of great interest as a prognostic biomarker in the fields of medical and surgical oncology [8]. The use of this diagnostic tool has been emerging since it is both non-invasive and cost-effective, and can be calculated through a complete blood count which is a routine examination in clinical settings, meaning that there is no need for further laboratory examinations [9]. High levels of the NLR have been found to be predictors of inflammation in different neoplastic diseases [10]. To this end, the present scoping review was undertaken to assess whether the NLR value prior to and after surgery is associated with postoperative complications following colorectal tumour dissections. An observed association would imply its use as a prognostic biomarker which would alert clinicians to start taking preventive measures earlier.
Methods
The present scoping review was conducted in complete accordance with the PRISMA Extension for Scoping Reviews (PRISMA-ScR) guidelines [11]. Hence, it included the following critical phases: 1) specifying the research question, 2) identifying relevant literature, 3) selecting eligible literature records, 4) extracting and mapping out the data and 5) summarising and reporting the results.
Research question
The present scoping review was directed by the question “Are higher values of the neutrophil-to-lymphocyte ratio before or after colorectal cancer surgery associated with postsurgical complications, as described in existing literature?”.
Search strategy
The electronic databases PubMed, Scopus and EMBASE were systematically searched for records from November 2023 until inception using a combination of keywords and Boolean operators. The keywords used were: “colorectal”, “colon”, “bowel”, “cancer”, “carcinoma”, “tumour”, “neutrophil-lymphocyte ratio”, “neutrophil-to-lymphocyte ratio”, “NLR”, “postoperative complications”, “surgical complications” and “complications after surgery”. The search was limited to articles written in the English language.
Using the EndNote citation manager, duplicate records were removed and in turn, the remaining citations were screened based on their titles and abstracts. Inclusion criteria were observational studies assessing the correlation of the preoperative or postoperative NLR with postsurgical complications in patients undergoing colorectal cancer surgery. The final selection was done after reading the full-text versions of the remaining records. The selection process was performed by two independent reviewers (DK and PA). No discrepancies arose between the reviewers.
Data extraction and qualitative synthesis
Data regarding the study’s design, the number of enrolled patients, the stage and position of the tumour, the surgical methods used, the value of the NLR, the postsurgical complications and the statistical figures indicating association, were extracted from each included study by two independent reviewers (DK and PA). The extracted data was processed and is presented in the present review article using descriptive statistics.
Results
The online database search retrieved a total of 325 citations and one additional citation was retrieved from ResearchGate. Following the removal of duplicates, a total of 182 citations remained, amongst which 64 citations didn’t meet the inclusion criteria during screening and thus, were excluded from the review. Amongst the remaining 118 records, 79 were found to be irrelevant to the research question, 6 were found to be review articles and 1 was found to be a commentary after assessing their full texts. Consequently, a total of 32 studies were included in this scoping review. Figure 1 presents a diagram summarising the search strategy and the inclusion process.
Figure 1. PRISMA diagram of the search strategy and inclusion process.
Studies reporting the association of the NLR with postsurgical complications have been summarised in Table 1. The postsurgical complications studied in the included records have been summarised in Table 2.
Overall, a total of 9095 colorectal cancer patients were included in all of the studies, and the studies reported infection, anastomotic leakage, ileus, bowel obstruction, bleeding, pelvic collection, flap necrosis, cardiac, gastric and urinary events as postoperative complications. 23/32 of the studies were retrospective cohort, 6/32 were prospective cohort, 2/32 were cross-sectional and 1/32 was a case-control study. In 27/32 of the studies a statistically significant positive association was found between the NLR and post-operative complications, with an alpha-level of 0.05. More specifically, preoperative NLR was assessed in 25/32 of the studies, out of which 21/25 found a positive association with postoperative complications and postoperative NLR was assessed in 8/32 of the studies, out of which 6/8 found a positive association with postoperative complications. Two records studied both preoperative and postoperative NLR. In one of the studies it turned out that an increase of the change of NLR (1st postoperative day value-preoperative value) was associated with higher risk of developing infection [26]. The NLR cut-off level varied from 2.08 to 8.00 amongst all the studies. The most common postoperative complications studied were anastomotic leakage followed by infection. Nevertheless, it is worth mentioning that some studies found a lack of association of anastomotic leakage with preoperative (6.3% of the studies) and postoperative (3.1% of the studies) NLR, whereas no study found a lack of association of postsurgical infection with preoperative or postoperative NLR.
Discussion
As seen in this review, the preoperative and postoperative values of the NLR can predict the risk of developing anastomotic leakage, infections, bleeding, intra-abdominal abscesses, hernias, bowel obstruction, ileus and cardiac events following colorectal cancer surgery. A previous meta-analysis conducted in 2019 concluded that the preoperative NLR may be effective in predicting the prognosis of colorectal cancer patients who underwent curative tumour resection [44]. Moreover, other studies have discovered that the NLR can generally predict prognosis and survival in patients with colorectal cancer [45,46]. However, the present scoping review explored the topic in more depth, concluding that different postsurgical complications may also be predicted using the NLR.
Nowadays, with accelerated recovery being one of the most important perspectives in the field of surgery, there is a great need for non-invasive and cost-effective tools to predict postsurgical prognosis [47]. Given that at this moment, the average hospital stay in laparoscopic and laparotomic colorectal cancer surgery is only three and seven days respectively, the NLR can help surgeons predict whether there may be possible complications following a discharge and thus effectually decide whether there is a need for a longer stay in the hospital [48,49]. Also it can help surgeons decide whether the longer application of prophylactic measures, such as the use of laxatives and prophylactic antibiotics over a longer term would benefit the patient following discharge [50,51]. Furthermore, using preoperative NLR levels in patients with rectal cancer, surgeons can decide whether to place a diverting colostomy during surgery, which has been shown to significantly reduce the probability of anastomotic leakage in high risk patients [52,53].
The NLR can be measured indirectly through a full blood count prior to and after the surgical operation. Nevertheless, less firm conclusions can be drawn on the relationship of the postoperative NLR and postoperative complications, since the day that postoperative NLR was measured varied from study to study. Most studies assessed the relationship of postoperative day 1 NLR with postoperative complications, while other studies assessed postoperative day 3, day 4 and day 5 NLR.
It should also be noted that neoadjuvant chemotherapy may also affect the prognostic value of the preoperative NLR in predicting postoperative complications. It is known that cytostatic and cytotoxic chemotherapy can cause bone marrow suppression leading to severe neutropenia [54]. Moreover, studies have shown that some chemotherapeutic agents may also induce an increase in the lymphocyte count [55,56]. Hence, the NLR may significantly decrease following neoadjuvant therapy and so the NLR may not be very predictive for postoperative complications and a lower cut-off may be used. Indeed, in the present review, the study by Caputo et.al. that assessed the association of the NLR and postsurgical complications following neoadjuvant chemotherapy, used a lower cut-off compared to the majority of the other studies [13]. It is also worth mentioning that neoadjuvant chemotherapy by itself, can increase the risk of infections and cardiac events due to cardiotoxicity and neutropenia [57,58].
In spite of the fact that the present scoping review was conducted using the PRISMA-ScR guidelines, some limitations exist within it. First of all, the majority of the retrieved studies had a retrospective design, increasing the probability of biased results [59]. Moreover, studies were heterogeneous in design in terms of variables such as TNM stages, neoadjuvant chemoradiotherapy, laparoscopic/laparotomic method of surgery, and ages of the participants, used different cut-off values of the NLR and presented the results in different forms, making it difficult to reach more generalised and definitive conclusions on the correlation of NLR levels with each postsurgical complication. It is also worth noting that some studies involved only a few numbers of participants, lowering their statistical effect. Finally, the literature search was limited to articles written in English, and hence articles written in different languages may have been missed in this review study.
Conclusions
Overall, as seen through this review high levels of preoperative and postoperative NLR are associated with a higher risk of developing postsurgical complications following colorectal cancer surgery. Nevertheless, more prospective cohort studies need to be conducted in the near future, in order to assess the use of the NLR as a prognostic biomarker for postoperative complication in colorectal cancer surgery. These studies should also concentrate on finding a standardised cut-off value for the NLR through which the latter can be assessed for sensitivity and specificity as a prognostic marker.
Authors’ statement: All authors declare no conflicts of interest.
References
- Siegel RL, Miller KD, Wagle NS, Jemal A. Cancer statistics, 2023. CA Cancer J Clin. 2023;73(1):17-48.
- Argilés G, Tabernero J, Labianca R, Hochhauser D, Salazar R, Iveson T, et al. Localised colon cancer: ESMO Clinical Practice Guidelines for diagnosis, treatment and follow-up. Ann Oncol. 2020 Oct;31(10):1291-305.
- Pak H, Maghsoudi LH, Soltanian A, Gholami F. Surgical complications in colorectal cancer patients. Ann Med Surg. 2020 Jul;55:13-8.
- Kirchhoff P, Clavien PA, Hahnloser D. Complications in colorectal surgery: Risk factors and preventive strategies. Patient Saf Surg. 2010 Mar;4(1):5.
- Warps AK, Tollenaar RAEM, Tanis PJ, Dekker JWT. Postoperative complications after colorectal cancer surgery and the association with long-term survival. Eur J Surg Oncol. 2022 Apr;48(4):873-82.
- Klaver CEL, Wasmann KATGM, Verstegen M, van der Bilt JDW, Nagtegaal ID, van Ramshorst B, et al. Postoperative abdominal infections after resection of T4 colon cancer increase the risk of intra-abdominal recurrence. Eur J Surg Oncol. 2018 Dec;44(12):1880-8.
- Aoyama T, Oba K, Honda M, Sadahiro S, Hamada C, Mayanagi S, et al. Clinical impact of postoperative surgical complications on the colorectal cancer survival and recurrence: Analyses of pooled individual patients’ data from three large phase III randomized trials. Annals of Oncology. 2017;28:x50.
- Zahorec R. Neutrophil-to-lymphocyte ratio, past, present and future perspectives. Bratisl Lek Listy. 2021;122(7):474-88.
- Buonacera A, Stancanelli B, Colaci M, Malatino L. Neutrophil to lymphocyte ratio: An emerging marker of the relationships between the immune system and diseases. Int J Mol Sci. 2022 Mar;23(7):3636.
- Guthrie GJ, Charles KA, Roxburgh CS, Horgan PG, McMillan DC, Clarke SJ. The systemic inflammation-based neutrophil-lymphocyte ratio: Experience in patients with cancer. Crit Rev Oncol Hematol. 2013 Oct;88(1):218-30.
- Tricco AC, Lillie E, Zarin W, O’Brien KK, Colquhoun H, Levac D, et al. PRISMA extension for scoping reviews (PRISMA-ScR): Checklist and explanation. Ann Intern Med. 2018 Oct;169(7):467-73.
- Alsaif SH, Rogers AC, Pua P, Casey PT, Aherne GG, Brannigan AE, et al. Preoperative C-reactive protein and other inflammatory markers as predictors of postoperative complications in patients with colorectal neoplasia. World J Surg Oncol. 2021 Mar;19(1):74.
- Caputo D, Caricato M, Coppola A, La Vaccara V, Fiore M, Coppola R. Neutrophil to lymphocyte ratio (NLR) and derived neutrophil to lymphocyte ratio (d-NLR) predict non-responders and postoperative complications in patients undergoing radical surgery after neo-adjuvant radio-chemotherapy for rectal adenocarcinoma. Cancer Invest. 2016;34(9):440-51.
- Cooper G, Knight K, Bain P, McLellan M, Torpiano G, Stewart B. Evaluating the relationship of pre-assessment host systemic inflammatory response biomarkers (neutrophil lymphocyte ratio) to post-operative infective complication risk in colorectal cancer resection. BJS Open [Internet]. 2021 Apr;5(Supp 1):i13. Available from: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8030200/
- De León Rendón J, López Pérez R, Recalde Rivera M, Vargas Velásquez D, Jimenez-Bobadilla B, Gracida Mancilla N, et al. Use of serum hematological parameters and lipid profile as a prognostic tool in rectal cancer. Diseases of the Colon and Rectum. 2019;62(6):e299.
- Egan RJ, Jones HG, Radwan R, Davies M, Evans M, Beynon J, et al. Pre-operative inflammatory cell ratios (NLR and PLR) predict post-operative complications and poor outcomes following surgery for rectal cancer. Gut. 2015;64:A555.
- Escobar-Munguia I, Berea-Baltierra R, Morales-Gonzalez A, Madrigal-Santillan E, Anguiano-Robledo L, Morales-Gonzalez JA. Prognostic impact of the preoperatory neutrophil/lymphocyte index on early surgical complications of patients with colorectal cancer. American Journal of Cancer Research. 2022;12(7):3294-302.
- Fuss J, Voloboyeva A, Polovyj V, Yaremkevych R. Neutrophil to lymphocyte ratio in predicting postoperative complications and prognosis in patients with colorectal cancer. Pol Przegl Chir. 2022 May;94(6):33-7.
- Gallarín IM, Espin MT, De Armes N, Nogales JM, Salas J. The neutrophil-to-lymphocyte ratio predicts postoperative complications in patients undergoing colorectal surgery. Colorectal Disease. 2017;19:93.
- Gohil R, Rishi M, Tan B. Pre-operative albumin level is associated with length of hospital stay in patients undergoing colorectal cancer surgery. International Journal of Surgery. 2013 Oct;11(8):622.
- Hu R, Ivankovic V, Han L, Gresham L, Mallick R, Auer R. Perioperative neutrophil-to-lymphocyte ratio is associated with survival in patients undergoing colorectal cancer surgery. Annals of Surgical Oncology. 2023;30:S164.
- Jones HG, Qasem E, Dilaver N, Egan R, Bodger O, Kokelaar R, et al. Inflammatory cell ratios predict major septic complications following rectal cancer surgery. Int J Colorectal Dis. 2018 Jul;33(7):857-62.
- Josse JM, Cleghorn MC, Ramji KM, Jiang H, Elnahas A, Jackson TD, et al. The neutrophil-to-lymphocyte ratio predicts major perioperative complications in patients undergoing colorectal surgery. Colorectal Dis. 2016 Jul;18(7):O236-42.
- Kim H, Choi G, Song S, Park J, Park S. Postoperative c-reactive protein and inflammatory profiles can predict early and late anastomotic leakage in rectal cancer patients who received preoperative chemoradiotherapy and underwent sphincter-saving surgery with a defunctioning stoma. Diseases of the Colon and Rectum. 2020;63(6):e372.
- Kumar A, Budhawani R, Agarwal V, Singh A. Serum Crp, serum albumin and leukocyte indexes as predictors of anastomotic leak in colorectal surgery – An interim anaysis of 17 cases. Diseases of the Colon and Rectum. 2022;65(5):50.
- Matsuda M, Tsuruta M, Hasegawa H, Okabayashi K, Seishima R, Matsui S, et al. Feasibility of neutrophil/lymphocyte ratio for the prediction of surgical site infection after laparoscopic surgery for colorectal cancer. Colorectal Disease. 2014;16:51.
- Melliti R, Zribi A, Ben Nasr S, Ahmed M, Fendri S, Balti M, et al. P-9 Prognostic role of preoperative inflammation parameters in predicting postoperative complications of colorectal cancer surgery. Annals of Oncology. 2021 Jul;32:S99.
- Mik M, Dziki L, Berut M, Trzcinski R, Dziki A. Neutrophil to Lymphocyte Ratio and C-Reactive Protein as Two Predictive Tools of Anastomotic Leak in Colorectal Cancer Open Surgery. Dig Surg. 2018;35(1):77-84.
- Miyakita H, Sadahiro S, Suzuki T, Tanaka A, Okada K, Saito G. Risk evaluation of postoperative complication in patients undergoing rectal cancer surgery. Journal of Clinical Oncology. 2016 Feb;34(4).
- Miyakita H, Sadahiro S, Saito G, Okada K, Tanaka A, Suzuki T. Risk scores as useful predictors of perioperative complications in patients with rectal cancer who received radical surgery. Int J Clin Oncol. 2017 Apr;22(2):324-31.
- Mohri T, Kato T, Itoh Y, Takeuchi KK, Mohri Y. Neutrophil to lymphocyte ratio is a novel predictor for postoperative infectious complication after colorectal cancer surgery. Journal of the American College of Surgeons. 2014 Oct;219(4):e78.
- Morimoto M, Taniguchi K, Yamamoto O, Naka T, Sugitani A, Fujiwara Y. Preoperative white blood cell count predicts anastomotic leakage in patients with left-sided colorectal cancer. PLoS One [Internet]. 2021;16(10):e0258713. Available from: https://pubmed.ncbi.nlm.nih.gov/34669737/
- Nakao T, Shimada M, Yoshikawa K, Higashijima J, Tokunaga T, Nishi M, et al. Novel prognostic factor in the colorectal cancer patients who underwent laparoscopic surgery. Surgical Endoscopy and Other Interventional Techniques. 2016;30:S478.
- Paliogiannis P, Deidda S, Maslyankov S, Paycheva T, Farag A, Mashhour A, et al. Blood cell count indexes as predictors of anastomotic leakage in elective colorectal surgery: A multicenter study on 1432 patients. World J Surg Oncol. 2020 May;18(1):89.
- Pantoja Pachajoa DA, Gielis M, Palacios Huatuco RM, Benitez MN, Avila MN, Doniquian AM, et al. Neutrophil-to-lymphocyte ratio vs C-reactive protein as early predictors of anastomotic leakage after colorectal surgery: A retrospective cohort study. Ann Med Surg. 2021 Apr;64:102201.
- Sagawa M, Yoshimatsu K, Yokomizo H, Yano Y, Okayama S, Usui T, et al. Worse preoperative status based on inflammation and host immunity is a risk factor for surgical site infections in colorectal cancer surgery. J Nippon Med Sch. 2017;84(5):224-30.
- Tan F, Xu K, Qi X, Gao P, Liu M, Yao Z, et al. Neutrophil-to-Lymphocyte Ratio as an Early Predictor of Symptomatic Anastomotic Leakage in Patients after Rectal Cancer Surgery: A Propensity Score-Matched Analysis. J Pers Med. 2023 Jan;13(1):93.
- Vilela IF, Hontoria MS, Sánchez AS, Barroso MH, Hernández GH, Michel LEG, et al. Neutrophil-to-Lymphocyte ratio (NLR) as a predictor in anastomosis leakage in patients with colorectal cancer. Colorectal Disease. 2019;21:70.
- Yalav O, Topal U, Ünal AG, Eray İC, Rencüzoğulları A. Clinical value of neutrophil/lymphocyte ratio in predicting postoperative complications and prognosis in patients with colorectal cancer undergoing surgical treatment. Turkish Journal of Colorectal Disease. 2020 Mar;30(1):49-56.
- Yano Y, Sagawa M, Yokomizo H, Okayama S, Yamada Y, Usui T, et al. Preoperative prognostic nutrition index is a predictive factor of complications in laparoscopic colorectal surgery. Gan To Kagaku Ryoho. 2017 Oct;44(10):903-5.
- Yuliandar AA, Dani MI, Suprapto B. Relationship of neutrophil-to-lymphocyte ratio with anastomosis leakage as complication of colorectal surgery in colorectal cancer patients. International Journal of Current Research and Review. 2020 Nov;12(22):2-7.
- Zeman M, Czarnecki M, Grajek M, Idasiak A, Tukiendorf A, Czarniecka A. Evaluation of risk factors for postoperative complications in rectal cancer patients. Polski Przeglad Chirurgiczny/ Polish Journal of Surgery. 2020 Jul;92(4):24-30.
- Zhang F, Qiao S, Yao N, Li C, Weber MC, Jefferies B, et al. Anastomotic Rings and Inflammation Values as Biomarkers for Leakage of Stapled Circular Colorectal Anastomoses. Diagnostics. 2022 Nov;12(12):2902.
- Li H, Zhao Y, Zheng F. Prognostic significance of elevated preoperative neutrophil-to-lymphocyte ratio for patients with colorectal cancer undergoing curative surgery: A meta-analysis. Medicine (Baltimore). 2019 Jan;98(3):e14126.
- An S, Shim H, Kim K, Kim B, Bang HJ, Do H, et al. Pretreatment inflammatory markers predicting treatment outcomes in colorectal cancer. Ann Coloproctol. 2022 Apr;38(2):97-108.
- Ouyang H, Xiao B, Huang Y, Wang Z. Baseline and early changes in the neutrophil–lymphocyte ratio (NLR) predict survival outcomes in advanced colorectal cancer patients treated with immunotherapy. International Immunopharmacology. 2023 Oct;123:110703.
- Nanavati AJ, Prabhakar S. Fast-track surgery: Toward comprehensive peri-operative care. Anesth Essays Res. 2014 May-Aug;8(2):127–33.
- Munk-Madsen P, Eriksen JR, Kehlet H, Gögenur I. Why still in hospital after laparoscopic colorectal surgery within an enhanced recovery programme? Colorectal Dis. 2019 Dec;21(12):1438-44.
- Rogers JP, Dobradin A, Kar PM, Alam SE. Overnight hospital stay after colon surgery for adenocarcinoma. Jsls. 2012 Apr-Jun;16(2):333-6.
- Dudi-Venkata NN, Seow W, Kroon HM, Bedrikovetski S, Moore JW, Thomas ML, et al. Safety and efficacy of laxatives after major abdominal surgery: systematic review and meta-analysis. BJS Open. 2020 Aug;4(4):577-86.
- Sangiorgio G, Vacante M, Basile F, Biondi A. Oral and Parenteral vs. Parenteral Antibiotic Prophylaxis for Patients Undergoing Laparoscopic Colorectal Resection: An Intervention Review with Meta-Analysis. Antibiotics (Basel). 2021 Dec;11(1):21.
- Myrseth E, Nymo LS, Gjessing PF, Norderval S. Diverting stomas reduce reoperation rates for anastomotic leak but not overall reoperation rates within 30 days after anterior rectal resection: a national cohort study. Int J Colorectal Dis. 2022 Jul;37(7):1681-8.
- Phan K, Kahlaee HR, Kim SH, Toh JWT. Laparoscopic vs. robotic rectal cancer surgery and the effect on conversion rates: A meta-analysis of randomized controlled trials and propensity-score-matched studies. Tech Coloproctol. 2019 Mar;23(3):221-30.
- Crawford J, Dale DC, Lyman GH. Chemotherapy-induced neutropenia: risks, consequences, and new directions for its management. Cancer. 2004 Jan;100(2):228-37.
- Lissoni P, Fumagalli L, Brivio F, Rovelli F, Messina G, Di Fede G, et al. Cancer chemotherapy-induced lymphocytosis: a revolutionary discovery in the medical oncology. J Biol Regul Homeost Agents. 2006 Jan-Jun;20(1-2):29-35.
- Lissoni P, Fumagalli L, Paolorossi F, Mandalà M. Changes in lymphocyte number during cancer chemotherapy and their relation to clinical response. Int J Biol Markers. 1999 Apr-Jun;14(2):115-7.
- Li Y, Klippel Z, Shih X, Reiner M, Wang H, Page JH. Relationship between severity and duration of chemotherapy-induced neutropenia and risk of infection among patients with nonmyeloid malignancies. Support Care Cancer. 2016 Oct;24(10):4377-83.
- Cadeddu Dessalvi C, Deidda M, Mele D, Bassareo PP, Esposito R, Santoro C, et al. Chemotherapy-induced cardiotoxicity: new insights into mechanisms, monitoring, and prevention. J Cardiovasc Med (Hagerstown). 2018 Jul;19(7):315-23.
- Jager KJ, Tripepi G, Chesnaye NC, Dekker FW, Zoccali C, Stel VS. Where to look for the most frequent biases? Nephrology (Carlton). Nephrology (Carlton). 2020 Jun;25(6):435-41.