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BMC Cancer logoLink to BMC Cancer
. 2018 Feb 13;18:179. doi: 10.1186/s12885-018-4098-y

Male BRCA mutation carriers: clinical characteristics and cancer spectrum

Mohammed Ibrahim 1,2,, Siddhartha Yadav 3, Foluso Ogunleye 1,2, Dana Zakalik 2,4
PMCID: PMC5809938  PMID: 29433453

Abstract

Background

Mutations in BRCA1 and BRCA2 (BRCA1/2) genes are associated with an increased risk of breast and ovarian cancers in women. The cancer characteristics of men with BRCA1/2 mutations are less well studied. This study describes the unique cancer characteristics of male BRCA1/2 mutation carriers at our institution.

Methods

We performed a retrospective chart review on male patients who were seen between January 2004 and December 2014 and tested positive for a BRCA1/2 mutation. We evaluated clinical characteristics, pathology findings, treatment selection and survival.

Results

A total of 102 male patients were identified who tested positive for a BRCA1/2 deleterious mutation. Of these 102 patients, 33 (32%) had a diagnosis of cancer. Of these 33 patients with cancer, the majority (20 patients) were found to carry a BRCA2 mutation. Median age of cancer diagnosis was 65 years (Range: 35-75 years). Of the 33 patients diagnosed with cancer, 8 had two or more cancers, including 1 patient who had 4 cancers. Prostate cancer was the most commonly diagnosed cancer, seen in 13 patients, 11 of whom were BRCA2 positive. These cancers tended to have higher Gleason scores and elevated PSA levels. The majority of these prostate cancer patients were alive and disease free at a median follow-up of 7.4 years. Male breast cancer was the second most common cancer seen in 9 patients, all of whom were BRCA2 positive. The majority of these cancers were high grade, hormone receptor positive and associated with lymph node metastases. There were no breast cancer related deaths. Other cancers included bladder cancer, pancreatic cancer, melanoma and other skin cancers.

Conclusions

This study describes the cancer characteristics and outcomes of male BRCA1/2 mutation carriers. A third of male BRCA1/2 mutation carriers had a diagnosis of cancer. A significant number of patients (mostly BRCA2 mutation positive) developed multiple cancers, which may have important implications for cancer screening and prevention. Despite having high grade histology and advanced stage at diagnosis, male BRCA1/2 mutation carriers with breast and prostate cancer demonstrated a favorable 5-year survival.

Keywords: BRCA mutations, Male breast cancer, Prostate cancer, Melanoma, Survival

Background

BRCA1 and BRCA2 (BRCA1/2 hereafter) are tumor suppressor genes involved in DNA repair and maintenance of genomic stability. Mutations in BRCA1/2 genes account for 20 to 25% of all hereditary breast cancers [1] and about 5–10% of all breast cancers [2]. Pathogenic BRCA1/2 mutations are highly penetrant mutations that are inherited in an autosomal dominant fashion and result in a significantly increased risk of breast, ovarian, prostate, melanoma, pancreatic and other cancers [37]. While there has been extensive research on the risk of cancer in women with BRCA1/2 mutations, the cancer characteristics of men with BRCA1/2 mutations have not been well studied.

Men with BRCA1/2 mutations are at increased risk for breast, prostate, pancreatic and other cancers [35, 8]. Male breast cancer is rare in the general population with a lifetime risk of 0.1%, although the risk is significantly increased to 7-8% with BRCA2 mutation and 1% with a BRCA1 mutation [3, 4]. Up to 14% of men diagnosed with breast cancer are found to harbor a BRCA2 mutation [8]. Two prior studies have reported worse prognosis in male breast cancer patients with a deleterious BRCA1/2 mutation compared to those without a mutation [9, 10]. However, both studies were limited by their small sample size. There is limited knowledge about the clinical characteristics of male BRCA1/2 mutation carriers.

The risk of prostate cancer is up to fivefold higher in BRCA2 mutation carriers [5, 6]. BRCA1/2 mutation associated prostate cancers have been reported to be more aggressive and associated with a worse survival compared to BRCA wild type cancers [1114]. Castro et al. reported on 79 patients with prostate cancer who were positive for a BRCA1/2 mutation and found that these patients frequently presented with higher Gleason scores (≥ 8), higher T stage (T3 or T4), nodal involvement and metastases at diagnosis [12].

BRCA1/2 associated breast cancers have been known to respond better to platinum based chemotherapy [15]. Knowledge of BRCA1/2 mutation status can have therapeutic implications which can impact survival. PARP (poly adenosine diphosphate-ribose polymerase) inhibitors are being used increasingly in advanced breast and ovarian cancer in women [1619]. These findings are expanding to treatment of male BRCA associated cancers. A recent study demonstrated a significant response to a PARP inhibitor, Olaparib, in patients with advanced castrate resistant prostate cancer with BRCA mutations [20]. Whether these therapeutic agents and the knowledge of BRCA mutation status translate to better outcomes in men is not yet known.

In summary, while little is known about the clinical characteristics and outcomes of male BRCA mutation carriers, there is a growing imperative to expand our understanding of this unique population. We present an analysis of male BRCA mutation carriers from our cancer genetics clinic database and describe their unique features and outcomes.

Methods

After Institutional Review Board approval, we performed a retrospective chart review on male BRCA1/2 mutation carriers identified at the Nancy and James Grosfeld Cancer Genetics Center from January 2004 to December 2014. Patients with a pathogenic or likely pathogenic BRCA1/2 mutation were included in the study, while those with variants of undetermined significance were excluded. We used CLIA certified commercial laboratories such as Ambry, Myriad and Invitae, (which are widely used in academic centers), to obtain the information about pathogenicity, which was also individually verified for concordance using databases such as ClinVar. We looked at the demographic information including their age, race, ethnicity and reason for testing. We then studied the subset of male BRCA1/2 mutation carriers who were diagnosed with cancer, either prior to or after the testing was performed. We evaluated the type of cancer, clinical staging, histo-pathologic information, treatment and survival. We used SPSS version- 21 statistical software for data analysis.

Results

Demographics

A total of 102 male patients were identified who tested positive for a BRCA1/2 deleterious mutation. Fifty-three (52%) of these 102 patients were positive for a BRCA1 mutation and 49 (48%) were positive for a BRCA2 mutation. The median age at the time of testing was 55 years (Range: 19-85 years).

The race and ethnicities of these 102 individuals are included in Table 1. The majority were Caucasian, of whom a quarter were Ashkenazi Jewish.

Table 1.

Ethnicities of male BRCA mutation carriers

Race/ethnicity Total BRCA mutation carriers (%) Diagnosed with cancer (%)
Caucasian 97 (95) 32 (97)
 Ashkenazi Jewish 25 (25) 10 (30)
 Iraqi 3 (3) 3 (9)
 Greek 1 (1) 1 (3)
 Lebanese 1 (1) 1 (3)
 Hispanic 1 (1) 1 (3)
African American 2 (2) 1 (3)
Asian 3 (3)
 Indian 1 (1)
 Filipino 2 (2)
Total 102 33

Genetic testing

The most common reasons for testing were a family history of breast or ovarian cancer or a known BRCA1/2 mutation in the family, which was present in 98 of the 102 patients. A new diagnosis of male breast cancer prompted BRCA1/2 testing in the 4 individuals without a family history of breast and ovarian cancer.

Of the non-Ashkenazi Jewish population, 66 patients (86%) underwent single site testing, 9 patients (12%) had full sequence testing and 2 (2%) had multi-gene panel testing. Of the 25 Ashkenazi Jewish patients who tested positive for a BRCA1/2 mutation, the majority were identified using the 3 site Ashkenazi Jewish panel, while an additional 3 patients were identified to carry an elsewhere mutation, after being tested negative for the 3 site Ashkenazi Jewish panel.

Cancer characteristics

Of the 102 patients who tested positive for a BRCA1/2 mutation, 33 (32%) had a diagnosis of cancer (Fig. 1). Of these 33 patients with cancer, the majority (20 patients) were found to carry a BRCA2 mutation. Median age of diagnosis with cancer was 65 years (Range: 35-75 years). A total of 44 cancers were diagnosed in these 33 patients.

Fig. 1.

Fig. 1

BRCA mutation carriers and diagnosis of cancer

Of the 33 patients diagnosed with cancer, the majority (25 patients) had 1 cancer. A quarter of patients (8 patients) had more than 1 cancer. Of these 8 patients, 6 had 2 cancers, 1 patient had 3 cancers (breast, prostate and lymphoma) and 1 patient had 4 different cancers (breast cancer, DCIS, prostate and small cell neuroendocrine cancer) (Figs. 1 and 2). Of the 8 patients diagnosed with multiple cancers, the majority (7 patients) had a BRCA2 mutation. A third (7 patients) of the 20 BRCA2 mutated patients with cancer had multiple cancers.

Fig. 2.

Fig. 2

Types of cancers diagnosed in 33 male BRCA mutation carriers

Prostate cancer was the most commonly diagnosed cancer, followed by male breast cancer, bladder cancer, melanoma and other skin cancers (Fig. 1, Tables 2 and 3). Ten patients had a diagnosis of non-melanoma skin cancer. Other cancers diagnosed in this group included pancreatic cancer, small cell neuroendocrine cancer, squamous cell lung cancer and lymphomas (Table 4 and Fig. 2).

Table 2.

Cancer characteristics of male BRCA mutation carriers with prostate cancer

Patient ID BRCA Gene Mutation Age at diagnosis PSA Stage TNM Gleason Surgery RT ADT Status F/U
(Yrs)
15 1 c.181 T > G 51 N.A II T2Nx 7 yes N.A N.A Alive, NED 5.4
10 1 c.4096 + 1 G > A 80 N.A NA N.A N.A NA yes N.A Alive, NED 13
4 2 c.100 G > T 72 N.A NA N.A 6 Yes, RP NA NA Alive, NED 10.1
3 2 c.1813dupA 58 7.9 I T1 N0 6 NA yes N.A Alive, NED 15.6
5 2 c.2808del4 66 N.A N.A N.A N.A N.A yes N.A Alive, NED 5
1 2 c.2808del4 67 N.A early N.A 6 no yes, EBRT Leuprolide-3 years Alive, NED 7.1
12 2 c.5576del4 75 20.84 IV N.A 9 no Palliative RT to spine Leuprolide Expired 0.3
16 2 c.5576del4 70 N.A III T3 N0 8 yes, RP N.A Leuprolide Alive, NED 10
14 2 c.5946delT 64 2.7 N.A N.A N.A yes, RP N.A N.A N.A N.A
7 2 c.5946delT 74 N.A N.A N.A 7 yes, RP N.A Leuprolide Alive, NED 8.1
13 2 c.7558 C > T 67 N.A II T2,N0 7 no brachytherapy N.A Alive, NED 7.6
11 2 c.9317G > A 65 N.A II T2 N0 7 Yes,RP N.A N.A Alive, NED 5.2
6 2 c.6333_6337delGAGAA 68 1497 IV N.A N.A N.A N.A Bicalutamide, Leuprolide, Abiraterone Expired 2.2

RT radiation therapy, RP Radical prostatectomy, ADT androgen deprivation therapy, NED no evidence of disease, NA not available, PSA value in ng/ml, cutoff value 4 ng/ml

Table 3.

Cancer characteristics of male BRCA mutation carriers with breast cancer

ID BRCA Gene Mutation Age at diagnosis Size (cm) LN Stage TNM stage Grade ER
%
PR
%
HER-2 Surgery Chemo RT Status F/U (yrs)
4 2 c.100G > T 75 1.4 neg I T1N0M0 2 92 18 pos M Yes, Trastuzumab no Alive, NED 5.7
8 2 c.736del20 52 N.A N.A N.A N.A 3 97 87 Border-line M yes, TCH yes Alive 5.6
3 2 c.1813dupA 58 1.3 pos II T2N1M0 3 59 50 neg M yes, AC yes Expired 15.8
5 2 c.2808del4 67 1.7 pos III T1N3M0 3 100 89 pos M yes, ACTH yes Alive, NED 3.4
1 2 c.2808del4 68 1.6 pos II T2N1M0 3 90 40 neg M Yes, AC-T yes Alive, NED 7.0
7 2 c.5946del T 62 N.A pos II N.A 3 90 N.A N.A M Yes,CMF yes Alive, NED 21.0
9 2 c.5946delT 67 N.A N.A N.A N.A N.A N.A N.A N.A N.A N.A N.A N.A N.A
2 2 c.6676_6677delGA 62 2.5 pos II T2N1M0 2 100 37 pos M yes, TCHP no Alive, NED 1.8
6 2 c.6333_6337delGAGAA 68 6.0 pos III T4N2M0 3 97 29 neg M N.A N.A Expired 2.3

LN lymph node status, RT radiation therapy, M mastectomy, AC-T Doxorubicin, Cyclophosphamide and Paclitaxel, TCHP Docetaxel, Carboplatin, Trastuzumab and Pertuzumab, AC Doxorubicin and Cyclophosphamide, ACTH Doxorubicin, Cyclophosphamide, Paclitaxel and Trastuzumab, CMF Cyclophosphamide, Methotrexate and Fluorouracil, TCH Docetaxel, Carboplatin and Trastuzumab, NED no evidence of disease, F/U follow-up, NA not available, neg negative, pos positive

Table 4.

Other cancers diagnosed in male BRCA mutation carriers

Cancer Patient ID BRCA gene Mutation Age at dx Stage Surgery Chemotherapy RT Status F/U (Yrs)
Melanoma
N = 3
19 1 c.66dupA 36 Early yes no no N.A N.A
17 1 c.68delAG 62 IV N.A Yes (Cisplatin, PARP inhibitor clinical trial) yes expired 0.9
18 1 del exons 1-7 67 early yes no no N.A N.A
Bladder
N = 3
20 2 c.5576del4 47 early Yes (TURBT) no no N.A N.A
22 2 c.5782 G > T 70 IV Yes (nephro-ureterectomy) Yes (Carboplatin, Paclitaxel, Pemetrexed yes expired 2.4
21 2 c.5946delT 59 early Yes (TURBT) no no Alive, NED 4.7
Squamous cell lung cancer 23 1 c.5123C > A 87 III No (declined) No (declined) No (declined) expired 1.1
Neuroendocrine carcinoma 3 2 c.1813dupA 73 IV no Yes (Carboplatin, Etoposide) no expired 1.4
Pancreas 24 1 c.2475delC 60 IV N.A Yes (Gemcitabine, Carboplatin, FOLFOX) no Expired 4.2
Lymphoma 1 2 c.2808del4 68 N.A N.A N.A N.A N.A N.A
CLL 25 1 c.68delAG 50 N.A N.A N.A N.A alive 1.1
Other Cancers N = 10 28 1 c.68delAG 65 early yes N.A N.A alive N.A
26 1 c.2475delC 55 early yes N.A N.A N.A N.A
30 1 c.4524G > A 55 early yes N.A N.A N.A N.A
23 1 c.5123C > A 74 early yes N.A N.A N.A N.A
29 1 c.5266dupC 37 early yes N.A N,A N.A N.A
31 1 del exons 13-15 NA early yes N.A N.A N.A N.A
22 2 c.5782G > T 58 early yes N.A N.A N.A N.A
33 2 c.9196C > T 60 early yes N.A N.A N.A N.A
27 2 c.9382C > T 35 early yes N.A N.A N.A N.A
32 2 1881 delC 70 early yes N.A N.A N.A N.A

RT radiation therapy, F/U follow-up, TURBT transurethral resection of bladder tumor, FOLFOX Infusional fluorouracil, leukovorin and oxaliplatin, N.A not available

Prostate cancer

Thirteen patients had a diagnosis of prostate cancer (Table 2). The majority (11) of these patients had a BRCA2 mutation. Median age at diagnosis with prostate cancer was 68 years (Range: 51 to 80 years). Of the 4 patients for whom PSA (prostate specific antigen) data was available, the median PSA level at diagnosis was 14.37 ng/ml (Range: 2.7 to 1497 ng/ml). Of the 8 patients for whom staging information was available, 3 had stage II disease, 2 patients had stage I disease, 2 had stage IV disease and 1 patient had stage III disease. Of the 9 patients for whom Gleason score was available, the median Gleason score was 7 (Range: 6-9). Most patients were treated with either radical prostatectomy (6 patients) or primary radiation therapy (5 patients). The remaining 2 patients had stage IV disease and were treated with palliative chemotherapy (Docetaxel), androgen deprivation therapy (ADT) and palliative radiation therapy to the spine.

Survival data was available for 12 patients. Two patients died during a median follow-up of 7.4 years (Range: 0.3 - 15.6 years). One patient died 4 months after diagnosis from stage IV disease with extensive bone, liver and lung metastases and another patient died at 2.2 years, also from extensive bone and liver metastases. The 1- and 5-year survival was 91.6% and 83.3% respectively (Fig. 3). The 5- year prostate cancer specific survival was 83.3%.

Fig. 3.

Fig. 3

Kaplan-Meier curve showing overall survival in male BRCA mutation carriers with prostate cancer

Male breast cancer

Nine patients had a diagnosis of male breast cancer (Table 3). All of these 9 patients had a BRCA2 mutation. Median age at breast cancer diagnosis was 67 years (Range: 52-75 years). All of the 8 patients for whom pathology was available, had infiltrating ductal carcinomas and one of these also had a contralateral DCIS (ductal carcinoma in situ). All of these 8 patients had hormone receptor ER (estrogen receptor) positive cancers and 6 had high grade histology. Of the 7 patients for whom lymph node status was available, 6 patients had lymph node metastases at diagnosis. Staging information was available for 7 patients. Four of these 7 patients had stage II disease, 1 patient had stage I disease and 2 patients had stage III disease. Four out of the 7 patients for whom human epidermal growth factor receptor (HER-2) status was available, were HER − 2 positive. Eight patients had available surgical treatment data and all eight patients underwent a mastectomy. Five of the 9 breast cancer patients received adjuvant radiation therapy. Seven patients received chemotherapy, as depicted in Table 3. All but 1 patient took Tamoxifen. Two patients died during a median follow-up of 5.6 years. One patient died 15.8 years after diagnosis, from small cell neuroendocrine cancer and another patient died 2.3 years after diagnosis from widely metastatic prostate cancer. There were no breast cancer associated deaths. The 1- and 5- year survival was 100% and 83.3% respectively (Fig. 4). The 5- year breast cancer specific survival was 100%.

Fig. 4.

Fig. 4

Kaplan-Meier curve showing overall survival in male BRCA mutation carriers with breast cancer

Other cancers

Three patients were diagnosed with malignant melanoma. Ten patients were diagnosed with non-melanoma skin cancers (Table 4). One of the 3 patients with melanoma had an aggressive anal melanoma, which presented with stage IV disease. This patient was treated with multiple lines of chemotherapy including Cisplatin as well as a PARP inhibitor. He initially had a good response to the PARP inhibitor, but eventually succumbed to the disease. Three patients were diagnosed with bladder carcinoma. One patient was diagnosed with metastatic pancreatico-biliary adenocarcinoma. One patient had small cell neuroendocrine carcinoma of liver and was treated with Carboplatin and Etoposide chemotherapy. One patient was diagnosed with squamous cell lung carcinoma and elected for hospice care in view of advanced age and multiple co-morbidities.

Discussion

This study represents one of the largest retrospective studies of cancers in male BRCA1/2 mutation carriers, consisting of 102 male patients who were identified in a clinical cohort. Given the paucity of recent literature on cancer characteristics in male BRCA mutation carriers, this study will help enhance our understanding of the cancer characteristics in this unique population. The most common reason for testing among our male population was a family history of breast and ovarian cancer, which was present in 98 (96%) of the 102 patients. Only 4 of the 102 patients were tested after their own cancer diagnosis. It is important to be aware that male breast cancer may be the first manifestation of a BRCA mutation in a family, reinforcing the NCCN recommendation that every male breast cancer patient should be tested for a BRCA mutation [21].

Despite having a family history of breast and ovarian cancer, the majority of males in our study underwent single site testing, suggesting that testing typically occurred after another family member was identified with a mutation. Other studies have also shown that males are less likely to test for BRCA mutations [2224]. Despite autosomal inheritance, males tend to be less likely to be the first in the family to test. One possible reason for this observation is physician bias regarding BRCA impacting women given the well-known association of BRCA mutation with female cancers. Other reasons include lack of awareness that breast cancer can affect men or that breast cancer genes can be transmitted by males and also less willingness of males with regard to genetic testing [2224].

Almost a third of male patients with a BRCA mutation had a diagnosis of cancer, but only 4 patients were tested because of the cancer diagnosis. The median age of diagnosis of any cancer was 65 years. There was no identifiable pattern of mutations with respect to the region of the gene or the type of mutation, among the people unaffected by cancer, compared to those who developed a cancer. Of the 20 BRCA2 mutation carriers with cancer, over a third (7 patients) had multiple cancers. Physicians need to be vigilant to the possibility of synchronous or metachronous development of new cancers in the BRCA mutation carriers, especially those with a BRCA2 mutation. Prostate cancer was the most common cancer diagnosed in this population followed by male breast cancer, skin cancer, bladder cancer and others.

The majority of cancers were seen in BRCA2 mutation carriers, which is consistent with previously reported data [37]. The majority of BRCA associated male breast cancers were high grade, hormone receptor positive and associated with lymph node metastases, which is also consistent with previously reported data [25] It is interesting to note that all of the 7 patients for whom chemotherapy data was available, received chemotherapy. There were no breast cancer related deaths. The impact of chemotherapy on the excellent survival noted in this cohort of patients is intriguing. Homologous recombination repair deficiency seen in BRCA mutated cancers confers higher sensitivity to chemotherapy, especially to DNA damaging agents such as platinum based therapies, due to impaired ability to repair double strand breaks. More than two thirds of patients with breast cancer were alive with no evidence of disease, at a median follow-up of 5.6 years.

Although limited by small size, our study shows that BRCA mutation carriers with prostate cancer had higher Gleason scores, elevated PSA levels and more advanced stage disease, consistent with prior reports [1214]. The median age of diagnosis with prostate cancer was 68 years, lending support to the recent change in NCCN guidelines to increase the age of prostate cancer screening in BRCA mutation carriers from 40 to 45 years [21].

Of the less common cancers, we observed 1 pancreatic cancer that was interestingly identified in a BRCA1 mutation carrier. The risk of uveal melanoma (a rare type of melanoma) has been reported to be higher in BRCA2 mutation carriers [7]. We had 3 patients who were diagnosed with melanoma in our study, but neither one of them had an uveal melanoma. One patient had an aggressive stage IV anal melanoma and demonstrated an excellent initial response to a PARP inhibitor on a clinical trial. This observation supports further research into PARP inhibitors in other BRCA related cancers.

Our study had a few limitations, including being a single institution retrospective analysis as well as limited access to treatment records, and somewhat short follow-up.

Conclusions

This study represents one of the largest studies describing the cancer characteristics of male BRCA mutation carriers. We demonstrated that the majority of cancers seen were breast and prostate with high grade histology and more advanced stages. Favorable impact of systemic chemotherapy may explain the excellent survival in the male breast cancer group. Additional studies are needed with large numbers of patients to better understand the cancer characteristics of male BRCA mutation carriers.

Acknowledgements

None.

Funding

None.

Availability of data and materials

The datasets used and/or analysed during the current study are available from the corresponding author on reasonable request.

Abbreviations

AC

Doxorubicin and cyclophosphamide

AC-T

Doxorubicin, cyclophosphamide and paclitaxel

ACTH

Doxorubicin, cyclophosphamide, paclitaxel and trastuzumab

ADT

Androgen deprivation therapy

CMF

Cyclophosphamide, methotrexate and fluorouracil

DCIS

Ductal carcinoma in situ

ER

Estrogen receptor

F/U

Follow-up

FOLFOX

Infusional fluorouracil, leucovorin and oxaliplatin

HER-2

Human epidermal growth factor receptor-2

LN

Lymph node

M

Mastectomy

NED

No evidence of disease

PARP

Poly adenosine diphosphate-ribose polymerase

PSA

Prostate specific antigen

RT

Radiation therapy

TCH

Docetaxel, carboplatin and trastuzumab

TCHP

Docetaxel, carboplatin, trastuzumab and pertuzumab

TURBT

Transurethral resection of bladder tumor

Authors’ contributions

MI designed the study, carried out acquisition, analysis and interpretation of data, drafted the manuscript; SY carried out acquisition, analysis and interpretation of data and critically revised the manuscript, FO carried out acquisition of data and participated in analysis and revised the manuscript; DZ designed the study, participated at interpretation of data and revised the manuscript for intellectual content. All authors read and approved the final manuscript.

Ethics approval and consent to participate

The requirement for informed consent was waived due to the retrospective nature of the data. This study was approved by the Institutional Review Board at William Beaumont hospital (Ethical approval reference number: HIC 2014-377).

Consent for publication

Not applicable.

Competing interests

The authors declare that they have no competing interests.

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Contributor Information

Mohammed Ibrahim, Phone: 248-551-4975, Email: mohammed.ibrahim@beaumont.org.

Siddhartha Yadav, Email: yadav.siddhartha@mayo.edu.

Foluso Ogunleye, Email: folunelson@gmail.com.

Dana Zakalik, Email: dana.zakalik@beaumont.edu.

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Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Data Availability Statement

The datasets used and/or analysed during the current study are available from the corresponding author on reasonable request.


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