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1.
Am Surg ; : 31348241248813, 2024 May 08.
Article in English | MEDLINE | ID: mdl-38716696

ABSTRACT

Background: In previous studies, breast cancer patients with positive sentinel lymph node(s) (SLN) after neoadjuvant chemotherapy (NAC) frequently had additional nonSLN involvement. Per guidelines, residual SLN disease warrants completion axillary lymph node dissection (cALND), which has increased morbidity. Given recent improvements in NAC, we hypothesized that nonSLN positivity may be lower than previously reported for certain subgroups.Methods: We retrospectively reviewed breast cancer patients who received NAC and had positive lymph nodes on SLN biopsy or targeted axillary dissection and underwent cALND at one institution in 1/2018-8/2023. Associations between nonSLN positivity and clinicopathologic factors were assessed with Fisher's exact test and multivariable logistic regression.Results: There were 122 female patients. Median age was 48 years. Initially, 15 patients (12.3%) were cN0 and 107 patients (87.7%) were cN1. Largest SLN deposit was macrometastasis in 96 patients (78.7%), micrometastasis in 23 patients (18.9%), and isolated tumor cells in 3 patients (2.5%). Overall, 53 patients (43.4%) had nonSLN involvement. NonSLN positivity was higher in patients with cN1, ER+ HER2-, ypT2-3, SLN macrometastasis, and multiple positive SLN. On multivariable analysis, cN1 and ER+ HER2- remained associated with nonSLN positivity.Discussion: Among patients with positive SLN after NAC, clinically node positive and ER+ HER2- patients were more likely to have nonSLN involvement. Our findings support guidelines to consider omitting cALND in clinically node negative patients. With improving NAC, optimal axillary sampling, and radiation, omitting cALND may be safe in some clinically node positive triple negative or HER2+ patients with low volume residual disease, but further research is needed.

3.
Breast Cancer Res Treat ; 203(1): 125-134, 2024 Jan.
Article in English | MEDLINE | ID: mdl-37740855

ABSTRACT

PURPOSE: Compared to White women, there are higher mortality rates in Black/African American (BAA) women with hormone receptor-positive breast cancer (HR + BC) which may be partially due to differences in treatment resistance. We assessed factors associated with response to neoadjuvant endocrine therapy (NET). METHODS: The National Cancer Database (NCDB) was queried for women with clinical stage I-III HR + BC diagnosed 2006-2017 and treated with NET. Univariate and multivariate analyses described associations between the sample, duration of NET, and subsequent treatment response, defined by changes between clinical and pathological staging. RESULTS: The analytic sample included 9864 White and 1090 BAA women. Compared to White women, BAA women were younger, had more co-morbidities, were higher stage at presentation, and more likely to have > 24 weeks of NET. After excluding those with unknown pT/N/M, 3521 White and 365 BAA women were evaluated for NET response. On multivariate analyses, controlling for age, stage, histology, HR positivity, and duration of NET, BAA women were more likely to downstage to pT0/Tis (OR 3.0, CI 1.2-7.1) and upstage to Stage IV (OR 2.4, CI 1.002-5.6). None of the women downstaged to pT0/Tis presented with clinical stage III disease; only 2 of the women upstaged to Stage IV disease presented with clinical Stage I disease. CONCLUSION: Independent of NET duration and clinical stage at presentation, BAA women were more likely to experience both complete tumor response and progression to metastatic disease. These results suggest significant heterogeneity in tumor biology and warrant a more nuanced therapeutic approach to HR + BC.


Subject(s)
Breast Neoplasms , Humans , Female , Breast Neoplasms/drug therapy , Breast Neoplasms/pathology , Black or African American , Neoplasm Staging , Neoadjuvant Therapy/methods , White
4.
Gerodontology ; 2023 Jun 13.
Article in English | MEDLINE | ID: mdl-37309622

ABSTRACT

BACKGROUND: Tooth loss is associated with suboptimal nutrient intake and greater risk of malnutrition. OBJECTIVE: To develop and field-test a stakeholder-informed diet education tool that addresses the unique needs of older adults with tooth loss who do not wear dentures. METHODS: An iterative user-centered approach was used. Initial content was developed based on findings from previous research. Stakeholder panels of older adults with 20 or fewer teeth, and dentists, were conducted at two time points to obtain feedback on the tool, which was revised following each panel. The tool was field-tested in a dental school clinic and evaluated using the Patient Education Materials Assessment Tool; it was further revised based on feedback. RESULTS: A diet education tool entitled "Eating Healthier With Tooth Loss" was developed. Sections for fruits and vegetables, grains, and proteins food groups, and one addressing socioemotional aspects of eating with missing teeth were included. Panel members provided constructive, positive feedback; recommendations for editing text, images, design, and content were integrated. Field-testing in the dental clinic with 27 pairs of student dentists and their patients resulted in scores of 95.7% for understandability and 96.6% for actionability, with over 85% agreement with each item. The tool was revised based on field-testing feedback. CONCLUSION: A diet education tool for older adults with tooth loss was developed using a user-centered approach, integrating the 'patient voice' and patient experiences with US dietary guidelines. Use of this tool is feasible in a dental clinic setting. Future research should explore usage in larger settings.

5.
AIDS Patient Care STDS ; 36(S2): 87-91, 2022 11.
Article in English | MEDLINE | ID: mdl-36178403
6.
AIDS Patient Care STDS ; 36(S2): 92-103, 2022 11.
Article in English | MEDLINE | ID: mdl-36178405

ABSTRACT

In response to rising rates of bacterial sexually transmitted infections (STIs) in the United States, this evaluative study of the implementation of four evidence-based interventions was developed and implemented. In three STI and HIV high-incidence jurisdictions of the United States, nine federally funded Health Resources and Services Administration Ryan White HIV/AIDS Program clinical demonstration sites implemented (1) audio computer-assisted self-interview sexual history taking, (2) patient self-collection of urogenital and extragenital site chlamydia/gonorrhea nucleic acid amplification test specimens, (3) sexual and gender minority welcoming indicators, and (4) provider training, to make STI screening, testing, and treatment routine in their HIV primary care clinics. The priority populations of young adults, men who have sex with men, and sexual and gender minority patients were found to have risk behaviors identified in the self-interview sexual history, to prefer to self-collect urogenital and extragenital site specimens for STI testing, and to notice and like the sexual and gender minority welcoming indicators. Testing positive for a bacterial STI was significantly associated with using alcohol or recreational drugs before sex, being younger than 50 years, and having two or more sexual partners with other concurrent sexual partners. Of 255 cases of chlamydia, gonorrhea, and syphilis infections, only 13.73% of patients reported related symptoms when screened and tested.


Subject(s)
Chlamydia Infections , Gonorrhea , HIV Infections , Illicit Drugs , Sexual and Gender Minorities , Sexually Transmitted Diseases , Syphilis , Chlamydia Infections/diagnosis , Chlamydia Infections/epidemiology , Evidence-Based Medicine , Gonorrhea/complications , Gonorrhea/diagnosis , Gonorrhea/epidemiology , HIV Infections/complications , HIV Infections/diagnosis , HIV Infections/epidemiology , Homosexuality, Male , Humans , Male , Primary Health Care , Sexual Behavior , Sexually Transmitted Diseases/diagnosis , Sexually Transmitted Diseases/epidemiology , Sexually Transmitted Diseases/prevention & control , Syphilis/diagnosis , United States/epidemiology , Young Adult
7.
Cancers (Basel) ; 14(11)2022 Jun 04.
Article in English | MEDLINE | ID: mdl-35681773

ABSTRACT

Trastuzumab, the prototype HER2-directed therapy, has markedly improved survival for women with HER2-positive breast cancers. However, only 40-60% of women with HER2-positive breast cancers achieve a complete pathological response to chemotherapy combined with HER2-directed therapy. The current diagnostic assays have poor positive-predictive accuracy in identifying therapy-responsive breast cancers. Here, we deployed quantitative single molecule localization microscopy to assess the molecular features of HER2 in a therapy-responsive setting. Using fluorescently labeled trastuzumab as a probe, we first compared the molecular features of HER2 in trastuzumab-sensitive (BT-474 and SK-BR-3) and trastuzumab-resistant (BT-474R and JIMT-1) cultured cell lines. Trastuzumab-sensitive cells had significantly higher detected HER2 densities and clustering. We then evaluated HER2 in pre-treatment core biopsies from women with breast cancer undergoing neoadjuvant therapy. A complete pathological response was associated with a high detected HER2 density and significant HER2 clustering. These results established the nano-organization of HER2 as a potential signature of therapy-responsive disease.

8.
Front Cardiovasc Med ; 9: 756734, 2022.
Article in English | MEDLINE | ID: mdl-35509276

ABSTRACT

Racist and discriminatory federal, state, and local housing policies significantly contribute to disparities in cardiovascular disease incidence and mortality for individuals that self-identify as Black or African American. Here we highlight three key housing policies - "redlining," zoning, and the construction of highways - which have wrought a powerful, sustained, and destructive impact on cardiovascular health in Black/African American communities. Redlining and highway construction policies have restricted access to quality health care, increased exposure to carcinogens such as PM2.5, and increased exposure to extreme heat. At the root of these policy decisions are longstanding, toxic societal factors including racism, segregation, and discrimination, which also serve to perpetuate racial inequities in cardiovascular health. Here, we review these societal and structural factors and then link them with biological processes such as telomere shortening, allostatic load, oxidative stress, and tissue inflammation. Lastly, we focus on the impact of inflammation on the immune system and the molecular mechanisms by which the inflamed immune microenvironment promotes the formation of atherosclerotic plaques. We propose that racial residential segregation and discrimination increases tissue inflammation and cytokine production, resulting in dysregulated immune signaling, which promotes plaque formation and cardiovascular disease. This framework has the power to link structural racism not only to cardiovascular disease, but also to cancer.

10.
J Surg Oncol ; 126(2): 217-238, 2022 Aug.
Article in English | MEDLINE | ID: mdl-35389520

ABSTRACT

Cutaneous metastases (CM) are neoplastic lesions involving the dermis or subcutaneous tissues, originating from another primary tumor. Breast cancer is commonest primary solid tumor, representing 24%-50% of CM patients. There is no "standard of care" on management. In particular, the role of surgery in the treatment of cutaneous metastases from breast carcinoma (CMBC) remains controversial. This systematic review evaluates the role of cutaneous metastasectomy in breast cancer and provides an overview of existing treatment types.


Subject(s)
Breast Neoplasms , Lung Neoplasms , Metastasectomy , Skin Neoplasms , Breast Neoplasms/pathology , Breast Neoplasms/surgery , Female , Humans , Lung Neoplasms/surgery
11.
J Nutr Educ Behav ; 54(6): 540-550, 2022 06.
Article in English | MEDLINE | ID: mdl-35397993

ABSTRACT

OBJECTIVE: To describe the weight-related family functioning of racial minority families with low income using family systems theory as an interpretive framework. DESIGN: Primarily a qualitative study with interviews plus; descriptive demographics, anthropometrics, a family functioning measure, and food insecurity screening. SETTING: Telephone interviews with families of preschool-aged children in an urban setting. PARTICIPANTS: Primary caregivers of preschool-aged children. PHENOMENON OF INTEREST: Cultural impacts on family systems. ANALYSIS: Interviews were audio-recorded, transcribed verbatim, and loaded into NVivo 12 for thematic analysis. Descriptive statistics. RESULTS: The 23 participants were mothers and 2 maternal grandmothers. Seventy-four percent were African American, most children were normal weight (n = 15, 65%), mean family function scores were high, and more than half the families were at risk for food insecurity (n = 13, 56%). Acculturation and intergenerational eating-related cultural dimensions were discerned as the overarching themes influencing family cohesion. Family cohesion appeared to have helped the families adapt to the impact of coronavirus disease 2019. CONCLUSIONS AND IMPLICATIONS: Cultural dimensions such as acculturation and intergenerational influences appeared to be associated with social cohesion and family functioning around weight-related behaviors for these families. These findings add cultural and family resilience dimensions to family systems theory in nutrition interventions.


Subject(s)
COVID-19 , Resilience, Psychological , Child , Child, Preschool , Exercise , Family Health , Female , Humans , Mothers
12.
Am Surg ; 88(5): 964-967, 2022 May.
Article in English | MEDLINE | ID: mdl-35262438

ABSTRACT

BACKGROUND: Radial scars (RS) and complex sclerosing lesions (CSL) are breast radiologic findings described as small, stellate lesions causing architectural distortion. This can mimic malignancy. Core needle biopsy (CNB) is often performed. Advances in breast imaging have led to increased detection of RS/CSL. The upstage rate of RS/CSL to in situ or invasive disease is 0-40%. We sought to determine the upstaging rate of RS/CSL to in situ, invasive disease, or high-risk lesion at our institution to create excision guidelines. METHODS: The pathology database of a single center was searched for RS/CSL, from January 2013 to September 2020. We included CNB without malignancy or high-risk lesion (eg, atypical ductal hyperplasia). Patient demographics, indications for biopsy, imaging findings, biopsy procedure, and final pathology were collected. RESULTS: Forty-four patients were included. 52.3% had CNB for architectural distortion on mammography, 18.2% for mass, 11.4% for calcifications, 2.3% for abnormal MRI, and 15.9% for multiple reasons (eg, calcifications and mass). Most had an ultrasound: 43.2% had no abnormality and 34.1% had a mass. All CNB were vacuum assisted, 65.9% with 9-gauge needle, and averaged 10.0 cores. 77.3% were stereotactic biopsies, 13.6% ultrasound, and 6.8% MRI. 59.1% had excision after CNB. 82.1% of patients did not upstage. One patient upstaged to invasive ductal carcinoma (3.6%) and two patients to high-risk lesion (7.1%). DISCUSSION: There was low upstage rate of RS/CSL on excisional biopsy. Centers could consider close surveillance for RS/CSL on CNB. Longer follow-up in cases of deferred excision is needed to ensure oncologic safety.


Subject(s)
Breast Neoplasms , Carcinoma, Intraductal, Noninfiltrating , Biopsy, Large-Core Needle/methods , Breast/pathology , Breast Neoplasms/pathology , Carcinoma, Intraductal, Noninfiltrating/diagnosis , Carcinoma, Intraductal, Noninfiltrating/pathology , Carcinoma, Intraductal, Noninfiltrating/surgery , Cicatrix/pathology , Female , Humans , Mammography , Retrospective Studies
13.
JCO Oncol Pract ; 18(1): 15-22, 2022 01.
Article in English | MEDLINE | ID: mdl-34255546

ABSTRACT

Blacks have the highest incidence and mortality from most cancers. The reasons for these disparities remain unclear. Blacks are exposed to adverse social determinants because of historic and contemporary racist polices; however, how these determinants affect the disparities that Blacks experience is understudied. As a result of discriminatory community policies, like redlining, Blacks have higher exposure to air pollution and neighborhood deprivation. Studies investigating how these factors affect tumor biology are emerging. We highlight the literature that connects racism-related community exposure to the tumor biology in breast, lung, prostate, and colorectal cancer. Further investigations that clarify the link between adverse social determinants that result from systemic racism and aggressive tumor biology are required if health equity is to be achieved. Without recognition that racism is a public health risk with carcinogenic impact, health care delivery and cancer care will never achieve excellence. In response, health systems ought to establish corrective actions to improve Black population health and bring medical justice to marginalized racialized groups.


Subject(s)
Black or African American , Racism , Biology , Humans , Male , Social Justice , Systemic Racism
15.
Ann Surg Oncol ; 29(2): 981-988, 2022 Feb.
Article in English | MEDLINE | ID: mdl-34585296

ABSTRACT

PURPOSE: Our objective was to assess distress levels in female breast cancer patients as a function of race, ethnicity, and preferred language. We hypothesized minority patients and non-English screen-takers would report higher distress levels compared to English screen-takers and non-Hispanic whites. METHODS: We conducted a retrospective observational study of female breast cancer patients at an NCI designated cancer center from 2009 to 2016 who were administered a validated biopsychosocial distress screening questionnaire. Self-reported data on race and ethnicity was collected. RESULTS: A total of 3,156 patients were included in the analysis; mean age of 56.3 (SD 12.25) years. The racial/ethnic cohort distribution included 54% non-Hispanic white (NHW), 19% Hispanic, 16% Asian, 7% Black/African American, and 4% other. On multivariable analysis only Hispanic patients were significantly more likely to report overall distress compared to NHW (OR [1.39; CI [1.03-1.87; p=0.03). Asians were significantly less likely to report distress in the functional domain (OR 0.71, CI [0.58-0.88]; p=0.002), while Black patients were significantly more likely to report highest distress levels in the physical (OR 1.53, CI [1.11-2.12]; p=0.01) domain. Hispanic Spanish screen-takers reported significantly more distress compared to Hispanic English screen-takers across all four domains of distress (p<0.05 for all). CONCLUSIONS: Top sources of distress in female breast cancer patients vary as a function of race, ethnicity, and preferred language. Future studies should focus on identifying effective, culturally appropriate targeted interventions to mitigate emotional distress levels in ethnic and racial minorities as well as non-English speaking patients with breast cancer.


Subject(s)
Breast Neoplasms , Ethnicity , Cross-Sectional Studies , Ethnic and Racial Minorities , Female , Humans , Language , Middle Aged
16.
Front Oncol ; 12: 1099566, 2022.
Article in English | MEDLINE | ID: mdl-36713552

ABSTRACT

Introduction: Cancer inequity is one of the most critical public health issues faced by ethnic minorities and people of lower socioeconomic status. The disparate burden of cancer is caused by poor access to care and inadequate delivery of cancer treatment, as well as comorbid and co-occurring conditions. Diabetes is a common and serious comorbid condition of cancer. Methods: To better understand diabetes prevalence among diverse cancer patients, this study analyzed and described characteristics of cancer patients with diabetes from local-level Service Planning Area (SPA) data using City of Hope Comprehensive Cancer Center data, and United States national-level data from The National Health Interview Survey. Results: Findings from national level data showed that patients in racial/ethnic minority groups had a higher occurrence of being diagnosed with diabetes, especially for non-Hispanic Blacks (OR=1.76, 95% CI=1.51, 2.03) and Hispanic/Latino individuals (OR=1.34, 95% CI=1.18, 1.52). Cancer patients who are older, ethnic minority, overweight/obese and with lower educational levels were more likely to have co-occurring diabetes. SPA-level patient data found similar results. Discussion: In response to our findings and other reports, clinicians and health system including health coverage organizations should routinely assess cancer patients for cooccurring chronic illnesses, in particular diabetes. Interventions improving coordinated care that integrates oncology, endocrinology and primary care, targeting cancer patients --especially racial/ethnic minorities, overweight/obese, and older patients who are at increased risk for diabetes -- ought to be considered as best practice Whole Person care. With coordinated care management, ethnic disparities in cancer may be better addressed and reduced. Additionally, policymakers can contribute by enacting policies improving access to and coverage of integrated oncology, chronic disease prevention, and associated specialty care i.e., endocrinology to equalize quality care for ethnic minority, lower educated, overweight/obese and older cancer patients who are more likely to suffer greater comorbidity, and inadequate oncology and coordinated care to reduce disparities.

17.
Ann Plast Surg ; 88(4 Suppl 4): S366-S373, 2022 05 01.
Article in English | MEDLINE | ID: mdl-37740470

ABSTRACT

BACKGROUND: Patients with locally advanced invasive breast cancer (LABC) are often considered inoperable, because of the anticipated chest wall defect and need for complex reconstruction. We present a series of patients who underwent mastectomy with extensive skin resection and immediate chest wall reconstruction using a local thoracoabdominal advancement flap (TAAF). All patients were managed after surgery with an ERAS (Enhanced Recovery After Surgery) protocol, to decrease length of stay in hospital. We also present 1 patient who subsequently had satisfactory bilateral delayed breast reconstruction with pedicled latissimus dorsi myocutaneous flaps with prepectoral silicone implants. METHODS: This is a single-surgeon, single-institution retrospective chart review of patients with LABC who underwent mastectomy with skin resection and local TAAF from May 2017 to October 2019, with minimum 3-month follow-up. RESULTS: Thirteen patients met inclusion criteria. Twelve of 13 patients presented with stage III or IV invasive breast cancer, with skin involvement. The mean chest wall defect measured 248.7 cm2 (140-336 cm2; SD, 63.2 cm2), and all were successfully reconstructed with immediate local TAAF. There were no intraoperative complications, but 1 patient developed a postop hematoma. The mean hospital stay was 1.3 nights, with 9 patients (69.2%) staying less than 23 hours and 4 patients (30.8%) staying 2 nights. Nine patients (69.2%) underwent adjuvant therapy, beginning on average 32 days (13-55 days; SD, 13.1 days) after surgery. The mean follow-up time was 13.8 months (4.5-31.6 months; SD, 9.2 months). One patient underwent successful delayed bilateral breast reconstruction with pedicled latissimus dorsi myocutaneous flaps and silicone implant placement. CONCLUSIONS: Our study demonstrates that reconstruction with local TAAF is an outpatient procedure that reliably provides durable, immediate chest wall coverage, after mastectomy in patients with LABC. This technique has a short operative time, low blood loss, and low complication rate, allowing timely adjuvant therapy. Using an ERAS postop protocol we were able to reduce mean hospital stay to 1.3 days. Compared with other described techniques of reconstruction, the additional scars and donor site morbidity are minimal, allowing for delayed breast reconstruction. We also present survival outcomes data on these surgically managed patients.


Subject(s)
Breast Neoplasms , Enhanced Recovery After Surgery , Mammaplasty , Thoracic Wall , Humans , Female , Breast Neoplasms/surgery , Breast Neoplasms/etiology , Mastectomy/methods , Retrospective Studies , Mammaplasty/methods , Thoracic Wall/surgery , Silicones
18.
PLoS One ; 16(12): e0261824, 2021.
Article in English | MEDLINE | ID: mdl-34962965

ABSTRACT

Bacterial sexually transmitted infections (STIs) continue to be a worsening public health concern in the United States (US). Though the national incidence of HIV infection has decreased over recent years, that of chlamydia, gonorrhea, and syphilis have not. Despite national recommendations on prevention, screening, and treatment of these STIs, these practices have not been standardized. Nine Health Resources and Services Administration Ryan White HIV/AIDS Program funded clinics across 3 US jurisdictions (Florida, Louisiana, and Washington, DC), were selected as clinical demonstration sites to be evaluated in this mixed method needs assessment to inform a multi-site, multi-level intervention to evaluate evidence-based interventions to improve STI screening and testing of bacterial STIs among people with or at risk for HIV. These 3 US jurisdictions were selected due to having higher than national average incidence rates of HIV and bacterial STIs. Descriptive statistics and deductive analysis were used to assess quantitative and qualitative needs assessment data. Results indicate the following needs across participating sites: inconsistent and irregular comprehensive sexual behavior history taking within and among sites, limited routine bacterial STI testing (once/year and if symptomatic) not in accordance with CDC recommendations, limited extragenital site gonorrhea/chlamydia testing, limited annual training on STI-related topics including LGBTQ health and adolescent/young adult sexual health, and limited efforts for making high-STI incidence individuals feel welcome in the clinic (primarily LGBTQ individuals and adolescents/young adults). These findings were used to identify interventions to be used to increase routine screenings and testing for bacterial STIs.


Subject(s)
HIV Infections/diagnosis , Mass Screening/methods , Needs Assessment , Sexually Transmitted Diseases/diagnosis , Sexually Transmitted Diseases/therapy , Adolescent , Adult , District of Columbia , Evidence-Based Medicine , Female , Florida , HIV Infections/complications , Humans , Louisiana , Mass Screening/statistics & numerical data , Medical History Taking , Pregnancy , Pregnancy Complications , Program Development , Qualitative Research , Risk , Sexual Behavior , Sexually Transmitted Diseases/complications , Young Adult
19.
Ann Surg ; 274(4): 597-604, 2021 10 01.
Article in English | MEDLINE | ID: mdl-34506314

ABSTRACT

OBJECTIVE: To evaluate patient satisfaction scores as a function of physician and patient race and sex. BACKGROUND: Patient satisfaction is increasingly used as a surrogate for physician performance. How patient and surgeon race and ethnicity affect perceptions of surgeon communication and care is not widely explored. METHODS: Press Ganey patient satisfaction surveys collected from January 2019 to September 2020 were studied. Multivariate logistic regressions were used to identify factors associated with favorable surgeon performance as a function of patient and surgeon demographics. RESULTS: A total of 4732 unique outpatient satisfaction survey responses were analyzed. The majority of patients were White (60.5%), followed by Asian (8.6%), Black (4.2%), and Hispanic (4.3%). URM accounted for 8.9% of the 79 surgeons evaluated, and 34% were female. Black, Hispanic, and Asian patients were more likely to report unfavorable experiences than their White counterparts (P < 0.01). Spanish-speaking patients were most likely to perceive that surgeon show less respect for patient concerns (13.9% vs 9.3%, P = 0.004) and inadequate time spent explaining health concerns (12.6% vs 9.2%, P < 0.001). Female surgeons were more likely to achieve the highest overall ratings for effective communication, whereas Asian surgeons received lower scores. Asian surgeons were more likely than non-Asian surgeons to receive lower scores in explanation (37.3% vs 44.1%, P = 0.003). After adjusting for confounding factors, Asian surgeons had 26% lower odds of receiving favorable scores for overall communication (odds ratio: 0.736, 95% confidence interval: 0.619-0.877, P = 0.001). CONCLUSIONS: Both patient and surgeon race and sex drive negative perceptions of patient-physician communication. As URM report more negative experiences, further studies should focus on effects of surgeon cultural awareness on underrepresented patient satisfaction.


Subject(s)
Ethnicity/psychology , Patient Satisfaction , White People/psychology , Adult , Aged , Bias , Communication , Female , Humans , Logistic Models , Male , Middle Aged , Physician-Patient Relations , Surveys and Questionnaires
20.
Sci Rep ; 11(1): 6482, 2021 03 22.
Article in English | MEDLINE | ID: mdl-33753760

ABSTRACT

This study addresses the core issue facing a surgical team during breast cancer surgery: quantitative prediction of tumor likelihood including estimates of prediction error. We have previously reported that a molecular probe, Laser Raman spectroscopy (LRS), can distinguish healthy and tumor tissue. We now report that combining LRS with two machine learning algorithms, unsupervised k-means and stochastic nonlinear neural networks (NN), provides rapid, quantitative, probabilistic tumor assessment with real-time error analysis. NNs were first trained on Raman spectra using human expert histopathology diagnostics as gold standard (74 spectra, 5 patients). K-means predictions using spectral data when compared to histopathology produced clustering models with 93.2-94.6% accuracy, 89.8-91.8% sensitivity, and 100% specificity. NNs trained on k-means predictions generated probabilities of correctness for the autonomous classification. Finally, the autonomous system characterized an extended dataset (203 spectra, 8 patients). Our results show that an increase in DNA|RNA signal intensity in the fingerprint region (600-1800 cm-1) and global loss of high wavenumber signal (2800-3200 cm-1) are particularly sensitive LRS warning signs of tumor. The stochastic nature of NNs made it possible to rapidly generate multiple models of target tissue classification and calculate the inherent error in the probabilistic estimates for each target.


Subject(s)
Artificial Intelligence , Bayes Theorem , Biomarkers, Tumor , Breast Neoplasms/diagnosis , Breast Neoplasms/etiology , Spectrum Analysis, Raman/methods , Data Analysis , Female , Humans , Immunohistochemistry/methods , Prognosis , Reproducibility of Results , Sensitivity and Specificity , Spectrum Analysis, Raman/standards
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