Original Article

Impact of COVID-19 on Breast Cancer Management in a Multiethnic Middle-Income Asian Country Setting

10.4274/ejbh.galenos.2023.2022-12-6

  • Ng Jing Hui
  • See Mee Hoong
  • Tneoh Jia Min
  • Teh Mei Sze
  • Mahmoud Danaee
  • Nur Shahirah Abdul Latiff
  • Abigail Ashwini Murali
  • Lee Lee Lai

Received Date: 01.02.2023 Accepted Date: 18.03.2023 Eur J Breast Health 2023;19(2):177-183 PMID: 37025571

Objective:

Coronavirus disease-2019 (COVID-19) has caused hospitals to suspend routine procedures. As the world recovers, there is concern that the outcome of many diseases has been impaired. This study aimed to assess the impact of the pandemic on breast cancer demography, clinicopathological characteristics and patient management at a teaching hospital in Kuala Lumpur, Malaysia.

Materials and Methods:

Pre-COVID data were collected between January 1, 2019, to March 18, 2020, when a national lockdown was implemented, which caused the suspension of services at the breast clinic of University Malaya Medical Centre (UMMC). COVID data was obtained from March 2020 until June 2021.

Results:

This study compared 374 breast cancer patients in the COVID-19 period with 382 patients in the pre-COVID period. There was no significant difference in the median (range) time to surgery between pre-COVID [45 (26.50–153.50) days] and COVID [44 (24.75–156.25) days] periods. The clinicopathological features of breast cancer showed reduction in in situ carcinoma and increase in Stage 4 diagnoses during the COVID period. There was a reduction in screening-detected carcinoma (9% vs. 12.3%), mastectomy followed by immediate reconstruction (5.6% vs. 14.5%) and adjuvant chemotherapy (25.8% vs. 32.9%) in the COVID period.

Conclusion:

In this center COVID-19 caused operational changes in breast cancer management, including a reduction in reconstructive procedures and adjuvant treatment. Healthcare disruption and fear of COVID may have caused delayed diagnosis, resulting in a higher frequency of Stage 4 disease and lower proportion of in situ carcinoma during the pandemic. However, there was no delay in the time to surgery, reduction in surgical volume, or change in surgery types.

Keywords: Breast neoplasm, pandemic, therapeutic, patient

Key Points

• COVID-19 had caused operational changes on breast cancer management especially in low and middle-income countries.

• We have found higher proportion of advanced breast cancer during COVID pandemic.

• However, there was no delay in duration of diagnosis to time of surgery, surgical volume and surgery types.


Introduction

The rapid spread of Coronavirus disease-2019 (COVID-19) worldwide led to an unprecedented strain on healthcare services (1, 2). Malaysia recorded its first case among tourists on Jan 24, 2020, and thereafter, the disease began spreading rapidly among the local population (3). Subsequently, the government was forced to implement a lockdown, known as the Movement Control Order (MCO), on March 18, which restricted the movement and social life of citizens, caused non-essential businesses to close and suspended the operations of various services to mitigate the spread of COVID-19 (4). In the medical setting, healthcare operations were reviewed, and treatment was provided only to patients in urgent need of life-saving procedures (5). All non-urgent services, such as breast cancer screening and routine outpatient clinics, were suspended to minimize the risk of community-based transmission and prioritize manpower for COVID care. In light of this, the mortality risk and disease severity at presentation of breast cancer patients may have been affected, since the prolonged time to diagnosis and to treatment initiation may have negatively impacted outcome (6).

The objective of this study was to evaluate whether restrictions imposed because of COVID-19 affected the surgical operations and outcome of breast cancer management at the University Malaya Medical Centre, which is a primary teaching hospital serving a suburban population in the Malaysian capital of Kuala Lumpur. The study reviewed the institution’s primary treatments, surgical services and adjuvant therapy administration. In addition, the impact on initial presentation and clinicopathological characteristics of breast cancer were also investigated.


Materials and Methods


Study Populations and Patient Selection

This retrospective study was conducted between Jan 1, 2019, to March 18, 2020 (defined as the pre-COVID period), and from March 19, 2020, to December 31, 2021 (defined as COVID period) in University Malaya Medical Centre (UMMC). Electronic data records of all patients who were diagnosed in their first consultation at the institution during the study period were reviewed. In view of its retrospective nature, patients’ consent was not deemed necessary for this study.

Patients who had confirmed breast carcinoma of any histological type were included. Exclusion criteria comprised those with recurrence or relapse, those who presented with benign lumps, and those who had undergone breast surgery prior to the defined periods. Timeline to surgery was defined by the number of days from the date of diagnosis to date of surgery. Types of surgery undertaken were modified radical mastectomy, simple mastectomy, breast-conserving surgery and mastectomy with reconstruction. For all the reconstructive cases included in this study, immediate reconstruction was carried out in conjunction with mastectomy in a single session.

Breast cancer staging was performed according to the 7th Edition of the tumour-lymph node-metastasis system (TNM classification) by the American Joint Committee on Cancer and the Union for International Cancer Control (7). However, phyllodes tumours were not graded using the TNM classification. Radiotherapy, antihormonal therapy, targeted therapy, and chemotherapy were classified as adjuvant and/or neoadjuvant therapy.

Estrogen receptor (ER), progesterone receptor (PR) and human epidermal growth factor receptor 2 (HER-2) positivity were determined through immunohistochemical staining. Sectioned patient biopsies on slides with >1% of tumour cells demonstrating ER nuclear staining were considered ER positive. For PR status, biopsy slides with >1% of tumour cells demonstrating PR nuclear staining were considered PR positive. If the HER/neu score was 2+, the HER-2 status was equivocal and required further testing with silver in situ hybridisation (SISH). HER-2 positive samples were defined as a HER/neu score of 3+ and positive SISH test, whereas HER-2 negative was defined as a score of 0 or 1+ and negative SISH test.


Statistical Analysis

Demographic data, clinical characteristics and treatment administration in pre-COVID and COVID period patients were compared using a chi-square test for categorical data. For continuous variable analysis, normality was assessed using Kolmogorov-Smirnov test. The non-parametric continuous variables were analyzed using Mann-Whitney U tests. All analyses were performed using IBM SPSS, version 24 (IBM Corp, Armonk, NY, USA).


Results

The study compared 374 breast cancer patients during the COVID-19 pandemic period with 382 patients during the pre-COVID period, each period spanning nine months. In the pre-COVID period, eight (2.1%) patients had bilateral breast cancer, while in the COVID period, 13 (3.5%) patients had bilateral breast cancer, resulting in a total of 398 and 387 breast cancer cases in the pre-COVID and COVID periods respectively. All patients were female, with a median age of 60 years in both groups, with a range of 51.75–70 years in the pre-COVID group and 51–69 years in the COVID group. The majority of patients comprised those of Chinese ethnicity, which made up almost half of the study population in both periods as shown in Table 1. Malays made up almost one-third of patients, followed by Indians (around 18%) and other ethnicities (<4%). Being a government hospital, almost all patients were of Malaysian nationality (>97%), but there was a small proportion of Filipinos, Indonesians and Singaporeans (together <2%). There were no significant differences in age of diagnosis, ethnicity, nationality and marital status between pre-COVID and COVID period.

Screening-detected cases accounted for 9% of diagnoses in the COVID period, compared to 12.3% in the pre-COVID period, whereas symptomatic cases were slightly more frequent in the COVID period (91% vs. 87.7%) as shown in Table 2. The clinicopathological features of breast cancer cases, such as tumor type, grade, stage, hormone receptor (ER/PR) and HER-2 status, were similar in both groups, except for a reduction in in situ carcinoma and an increase in Stage 4 diagnoses during the COVID period in accordance with Table 2. Invasive ductal carcinoma was the most common tumor detected in both periods (>75%), followed by ductal carcinoma in situ (11–13%) and other tumor types (around 5%). Invasive lobular carcinoma (2–5%) and malignant phyllodes (<1%) were in the minority of tumor types detected in both periods. In line with the type of tumor detected, the tumor grade of patients also seemed to be quite advanced, with most having Grade 2, followed by Grade 3 disease. Grade 1 tumors made up approximately 13% of patients in both periods. The tumour type and grading results were similarly reflected in the cancer and clinical T staging, where non-invasive stage 0 and Tis patients comprised fewer than 13% in the pre-COVID period and fewer than 10% in COVID period. Most patients presented in Stage 2 or T2 of the disease. In terminal cases, there seemed to be more patients either in Stage 3 or T4. There was also a higher number of ER and PR positive patients, although the differences were not significant. However, the opposite was true for HER-2 positivity.

The median time from tumor diagnosis to surgery was 45 days (range 24.75–156.25 days) during the pandemic and 44 days (range 26.5–153.5 days) in the pre-COVID period. Interestingly, the time was not significantly different between the periods (p = 0.958).

In terms of management, most patients received upfront surgery as the primary treatment, followed by neoadjuvant systemic therapy and palliative treatment, with no significant difference between the pre-COVID and COVID as listed in Table 2. The type of surgery performed was significantly different (p = 0.002), in which there is a significant reduction in the mastectomy rate followed by immediate reconstruction (5.6% vs. 14.5%) in the COVID period. However, the numbers receiving breast-conserving surgery and simple or modified radical mastectomy performed were identical in both groups. The number of patients receiving adjuvant and palliative chemotherapy was also significantly different (p = 0.026). Patients who were given such treatment were more likely during the pre-COVID than the COVID period (131 vs. 103). The total number of patients who were not prescribed such treatment was higher in COVID compared with pre-COVID period (297 vs. 267). This was inevitable as chemotherapy was considered a routine clinical service and this would definitely be limited during the pandemic. There were also no significant changes in the rates of radiotherapy, hormonal therapy, targeted therapy, and axillary surgery. Furthermore, the positivity rate and pathological grouping of lymph nodes did not show significant changes between the two group. A total of 10 patients were diagnosed with COVID-19 and two succumbed to the disease. The median time from tumor diagnosis to surgery was 45 days (range 24.75–156.25 days) during the pandemic and 44 days (range 26.5–153.5days) in the pre-COVID period. Interestingly, the time was not significantly different between the periods (p = 0.958) as listed in Table 3.


Discussion and Conclusion

The impact of operational changes in multidisciplinary breast cancer management within a large, integrated healthcare system were observed during the pandemic (8). There was an overall decrease in the number of breast cancer patients undergoing surgery as the number of procedures and admission in hospitals were reduced (9). There was also a decline in patients seeking consultation in the oncology clinic (10). However, our study showed a similar number of patients admitted to our institution in both study periods. In the present study, the “COVID period” was defined as the period of the Movement Control Order that was implemented from 18 March to 3 May 2020, and was followed by the Conditional Movement Control Order (CMCO), Recovery Movement Control Order, and Movement Control Order by states in the subsequent months with relaxed regulations. This relaxation of regulations may be a possible reason for the similar number of patients in both the pre-COVID and COVID periods. It can also be attributed to the rapid adaptation of policies to address the pandemic, which focused on identifying and managing suspicious breast lesions and cases. The median age of breast cancer patients was 60 years in both the pre-COVID and COVID groups, and the range of ages in the two periods was also similar.

The present study investigated system-wide operational changes and their likely sequelae on breast cancer management in an integrated care system. One publication had promoted the use of neoadjuvant systemic therapies to delay definitive surgery until personal protective equipment and resources to resume surgery during the pandemic became available (11). Upfront surgery was widely implemented in another institution because their facilities had the capacity to do so (12). The upfront surgery received by patients in this study included breast-conserving surgery, simple mastectomy and modified radical mastectomy. Breast conservative surgery, also known as lumpectomy or partial mastectomy, is a type of breast cancer surgery that involves removing only the cancerous tumor and a small amount of surrounding tissue while preserving as much of the breast as possible (13, 14). Mastectomy is a surgical procedure in which the entire breast tissue is removed. In simple mastectomy, also known as total mastectomy, the entire breast including nipple and areola are removed but not all the axillary lymph nodes while a modified radical mastectomy removes the entire breast along with the axillary lymph nodes (14). The University Malaya Medical Centre employs Clinical Practice Guideline and National Comprehensive Cancer Network (NCCN) guidelines to determine if neoadjuvant chemotherapy would be the best course of action for patients. As per the NNCN guidelines, neoadjuvant systemic therapy, including neoadjuvant chemotherapy, is recommended for women with inoperable breast cancer to attempt to convert the lesion to a resectable form (15). Additionally, a meta-analysis revealed that neoadjuvant chemotherapy resulted in a higher response rate among triple-negative and HER2-positive breast cancer patients (16). It also decreases the tumor size, making breast-conserving surgery a possible option over traditional chemotherapy (16). Our results showed similar rate of upfront surgery and neoadjuvant systemic therapy and palliative therapy during the pandemic. We hypothesize that this was due to continuation of breast care service, despite being in the midst of the pandemic (17, 18, 19, 20).

A multicentre review of 432 patients had found delays in providing breast cancer treatment during the onset of the pandemic compared with normal treatment times (17). With governments recommending the postponement of surgeries and patients’ reluctance to come to hospital due to the fear of COVID-19 infection, the average time to surgery might be expected to take longer in the pandemic cohort (11). However, the scenario in University Malaya Medical Centre (UMMC) showed no significant difference because such operations were encouraged as long as they could be performed safely. The absence of a significant difference in time to treatment between the two periods probably reflected the beneficial effects of a well-coordinated hospital in terms of medical resource re-allocation and definition of clinical priorities. Reconstruction was the treatment of choice after mastectomy. However, due to prioritization of facilities and manpower for COVID-19, many healthcare institutions had suggested keeping breast cancer surgery simple by deferring the reconstructive procedures (12). This policy was adopted in University Malaya Medical Centre (UMMC) leading to a significant drop in reconstructive procedures. This is because healthcare providers have had to divert their attention, as well as resources such as manpower, wards, and beds, to managing COVID-19 cases. As a result, longer surgeries were discouraged, and only patients who required shorter surgeries, such as skin coverings or implants, were prioritized for reconstructive procedures. In addition, reconstructive procedures involving expanders were often split into two stages to allow healthcare personnel to focus on COVID-19 management. Certain reconstructive procedures were redirected to hospitals that did not handle patients infected with COVID-19.

Delays in breast cancer diagnosis during the COVID-19 pandemic might be expected to affect oncological outcomes. There was a study that also compared breast cancer patients operated on in the COVID period with a similar cohort identified prior to the pandemic (17). This study found significantly more cases of lymph node metastasis and advanced histological grades in the COVID period patients (17). Another study detected an increase in metastatic disease in April 2020 compared with the previous year, before the pandemic began (11). There was an estimated increase of 8 to 10% in deaths due to breast cancer during the pandemic (19). However, in our study, there were no significant differences in tumor size, grade or clinical and pathological lymph node involvement between the two periods.

Research in Northern California found a higher percentage of patients presenting with symptomatic disease during the pandemic. Another study also observed a larger number of symptomatic detections and a decrease in screening detection (11). We observed a similar scenario in which symptomatic detection was slightly different between the pre-COVID and COVID periods. Fear of COVID-19 may have discouraged women from seeking routine breast cancer screening, which resulted in delayed diagnoses and more breast cancer cases being diagnosed symptomatically.

The main concern of late cancer detection was the high risk of getting a more severe diagnosis, as observed in our study. In addition, the suspension of screening services might lead to a loss of opportunity in treating pre-malignant lesions. Indeed, in a British modelling study it was shown that a 12-month delay in breast cancer diagnoses caused by the pandemic would increase the death rate by 7.9% to 9.6% after five years (22). Similarly, a Canadian model suggested that a six-month suspension of screening would result in 670 extra advanced cases and 250 additional deaths (23). Several studies predicted that there would be more patients presenting with advanced disease as a result of stage migration and possibly worse outcomes (24, 25). A recent study from a university referral hospital in northern Italy investigated this issue. They performed a retrospective single-institution review of women diagnosed with breast cancer between May and July 2020, when there was an interruption in breast cancer screening, and then fast-tracked those who had been delayed through their screening and comparing them with patients diagnosed in a similar period prior to COVID-19. They did not detect a significant difference in tumor biology, which concurred with the results of the present study. However, they did see a significant increase in locally advance stage at diagnosis (26). In University Malaya Medical Centre (UMMC), there is a slight increase in Stage 4 breast cancer cases and reduction in in situ breast carcinoma cases during the COVID period (22). This is most likely due to patients’ reluctance to seek medical attention because of the fear of contracting COVID-19 or overwhelming the healthcare system, resulting in fewer opportunities for early detection. Furthermore, the changes in hospital policies and resources during the pandemic may have resulted in different diagnostic and treatment strategies that favored presentation with late-stage invasive carcinoma over in situ carcinoma.

Though our study did not focus on determining the incidence of COVID-19 among patients, only a small number (0.4%, n = 2) died due to COVID contraction in hospital, indicating that patients did not face a higher risk of COVID-19 infection when seeking treatment in hospitals. Moreover, we found out that the COVID-19 status itself did not have a significant impact on definitive treatment or surgery (6).

The main limitation of the present study was the small number of patients from a single center. Therefore, the results do not represent a general scenario, but it may be useful in helping healthcare institutions to come up with better treatment strategies as they try to adapt to the pandemic. A multicentric study with a large sample size would be needed to study the overall impact of COVID-19 on breast cancer patients and disease progression, which will also vary from country to country. More importantly, the COVID-19 pandemic, which began in March 2020, has persisted, and a longer follow-up period would be needed to assess the long-term impact on breast cancer stage migration and death rate.

COVID-19 brought operational changes in breast cancer management that have resulted in a reduction in screening-detected breast cancer cases, an increase in de novo Stage 4 cases, a reduction in reconstructive procedures, and a decrease in adjuvant chemotherapy. These findings are concerning because delays in screening and diagnosis can lead to more advanced cancer at diagnosis, which can negatively impact treatment outcomes and survival. The reduction in reconstructive procedures and adjuvant treatment may also affect the quality of life and long-term outcomes for breast cancer patients. Therefore, it is important to address these operational changes and their impact on breast cancer management as the pandemic persists. Patients should be encouraged to attend their outpatient appointments and screening programs once they resume.


Ethics Committee Approval: The study was approved by the Medical Research Ethics Committee University of Malaya Medical Centre MECID.NO: 20211012-10689 and conformed to the Declaration of Helsinki 1975.

Informed Consent: Retrospective study.

Peer-review: Externally peer-reviewed.

Authorship Contributions

Concept: T.J.M., N.S.A.L., L.L.L.; Design: N.J.H., S.M.H., T.J.M.; Data Collection or Processing: N.J.H., S.M.H., T.J.M., T.M.S., M.D., N.S.A.L., A.A.M., L.L.L.; Analysis or Interpretation: N.J.H., S.M.H., T.M.S., M.D., N.S.A.L., A.A.M., L.L.L.; Literature Search: N.J.H., S.M.H., N.S.A.L., A.A.M., L.L.L.; Writing: N.J.H., S.M.H., T.J.M., T.M.S., N.S.A.L., A.A.M., L.L.L.

Conflict of Interest: No conflict of interest was declared by the authors.

Financial Disclosure: The authors declared that this study received no financial support.

Images

  1. Feletto E, Grogan P, Nickson C, Smith M, Canfell K. How has COVID-19 impacted cancer screening? Adaptation of services and the future outlook in Australia. Public Helath Res Pract 2020; 30: 3042026. (PMID: 33294902)
  2. Ng KY, Zhou S, Tan SH, Ishak ND, Goh ZZ, Chua ZY, et al. Understanding the psychological impact of COVID-19 pandemic on patients with cancer, their caregivers, and health care workers in Singapore. JCO Glob Oncol 2020; 6: 1494-1509. (PMID: 33017179)
  3. Aziz NA, Othman J, Lugova H, Suleiman A. Malaysia's approach in handling COVID-19 onslaught: Report on the Movement Control Order (MCO) and targeted screening to reduce community infection rate and impact on public health and economy. J Infect Public Health 2020; 13: 1823-1829. (PMID: 32896496)
  4. Shah AU, Safri SN, Thevadas R, Noordin NK, Abd Rahman A, Sekawi Z, et al. COVID-19 outbreak in Malaysia: Actions taken by the Malaysian government. Int J Infect Dis 2020; 97: 108-116. (PMID: 32497808)
  5. Del Pilar Estevez-Diz M, Bonadio RC, Miranda VC, Carvalho JP. Management of cervical cancer patients during the COVID-19 pandemic: a challenge for developing countries. Ecancermedicalscience 2020; 14: 1060. (PMID: 32582375)
  6. Bonadio RC, Messias AP, Moreira OA, Leis LV, Orsi BZ, Testa L, et al. Impact of the COVID-19 pandemic on breast and cervical cancer stage at diagnosis in Brazil. Ecancermedicalscience. 2021; 15: 1299. (PMID: 34824622)
  7. Egner JR. AJCC cancer staging manual. Jama 2010; 304: 1726-1727. (PMID: 20180029)
  8. Filipe MD, van Deukeren D, Kip M, Doeksen A, Pronk A, Verheijen PM, et al. Effect of the COVID-19 pandemic on surgical breast cancer care in the Netherlands: a multicenter retrospective cohort study. Clin Breast Cancer 2020; 20: 454-461. (PMID: 32888855)
  9. Sheng JY, Santa-Maria CA, Mangini N, Norman H, Couzi R, Nunes R, et al. Management of breast cancer during the COVID-19 pandemic: a stage-and subtype-specific approach. JCO Oncol Pract 2020; 16: 665-674. (PMID: 32603252)
  10. Işıklar AD, Deniz C, Soyder A, Güldoğan N, Yılmaz E, Başaran G. How Do Breast Cancer Patients Present Following COVID-19 Early Peak in a Breast Cancer Center in Turkey? Eur J Breast Health 2021; 17: 253-257. (PMID: 34263153)
  11. Eijkelboom AH, de Munck L, Vrancken Peeters MJ, Broeders MJ, Strobbe LJ, Bos ME, et al. Impact of the COVID-19 pandemic on diagnosis, stage, and initial treatment of breast cancer in the Netherlands: a population-based study. J Hematol Oncol 2021; 14: 64. (PMID: 33865430)
  12. Hawrot K, Shulman LN, Bleiweiss IJ, Wilkie EJ, Frosch ZA, Jankowitz RC, et al. Time to treatment initiation for breast cancer during the 2020 COVID-19 pandemic. JCO Oncol Pract 2021; 17: 534-540. (PMID: 33710914)
  13. Breast cancer treatment (adult) (PDQ®)–patient version [Internet]. National Cancer Institute. [cited 2023Mar14]. Available from: https://www.cancer.gov/types/breast/patient/breast-treatment-pdq#_46
  14. Surgery for breast cancer [Internet]. Breast Cancer Treatment. [cited 2023Mar14]. Available from: https://www.cancer.org/cancer/breast-cancer/treatment/surgery-for-breast-cancer.html
  15. National Comprehensive Cancer Network. Breast Cancer Version 1.2019:NCCN; 2019.
  16. Cortazar P, Zhang L, Untch M, Mehta K, Costantino JP, Wolmark N, et al. Pathological complete response and longterm clinical benefit in breast cancer: the CTNeoBC pooled analysis. Lancet 2014; 384: 164-172. (PMID: 24529650)
  17. Vanni G, Tazzioli G, Pellicciaro M, Materazzo M, Paolo O, Cattadori F, et al. Delay in breast cancer treatments during the first COVID-19 lockdown. A multicentric analysis of 432 patients. Anticancer Res 2020; 40: 7119-7125. (PMID: 33288611)
  18. Papautsky EL, Hamlish T. Patient-reported treatment delays in breast cancer care during the COVID-19 pandemic. Breast Cancer Res Treat 2020; 184: 249-254. (PMID: 32772225)
  19. Tang A, Neeman E, Vuong B, Arasu VA, Liu R, Kuehner GE, et al. Care in the time of COVID-19: impact on the diagnosis and treatment of breast cancer in a large, integrated health care system. Breast Cancer Res Treat 2022; 191: 665-675. (PMID: 34988767)
  20. Bartlett DL, Howe JR, Chang G, Crago A, Hogg M, Karakousis G, et al. Management of cancer surgery cases during the COVID-19 pandemic: considerations. Ann Surg Oncol 2020; 27: 1717-1720. (PMID: 32270420)
  21. Maringe C, Spicer J, Morris M, Purushotham A, Nolte E, Sullivan R, et al A. The impact of the COVID-19 pandemic on cancer deaths due to delays in diagnosis in England, UK: a national, population-based, modelling study. Lancet Oncol 2020; 21: 1023-1034. (PMID: 32702310)
  22. Toss A, Isca C, Venturelli M, Nasso C, Ficarra G, Bellelli V, et al. Two-month stop in mammographic screening significantly impacts on breast cancer stage at diagnosis and upfront treatment in the COVID era. ESMO Open 2021; 6: 100055. (PMID: 33582382)
  23. Yong JH, Mainprize JG, Yaffe MJ, Ruan Y, Poirier AE, Coldman A, et al. The impact of episodic screening interruption: COVID-19 and population-based cancer screening in Canada. J Med Screen 2021; 28 : 100-107. (PMID: 33241760)
  24. Patt D, Gordan L, Diaz M, Okon T, Grady L, Harmison M, et al. Impact of COVID-19 on cancer care: how the pandemic is delaying cancer diagnosis and treatment for American seniors. JCO Clin Cancer Inform 2020; 4: 1059-1071. (PMID: 33253013)
  25. Vuagnat P, Frelaut M, Ramtohul T, Basse C, Diakite S, Noret A, et al. COVID-19 in breast cancer patients: a cohort at the Institut Curie hospitals in the Paris area. Breast Cancer Res 2020; 22: 55. (PMID: 32460829)
  26. Sud A, Torr B, Jones ME, Broggio J, Scott S, Loveday C, et al. Effect of delays in the 2-week-wait cancer referral pathway during the COVID-19 pandemic on cancer survival in the UK: a modelling study. Lancet Oncol 2020; 21: 1035-1044. (PMID: 32702311)