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1413 citation(s) found for "Wu, Kathryn".

Breast cancer screening for carriers of ATM, CHEK2, and PALB2 pathogenic variants: A comparative modeling analysis.
Lowry, Kathryn P. , Geuzinge, H. Amarens , Stout, Natasha K. , Hampton, John M. , Schecter, Clyde, Sprague, Brian L. , Tosteson, Anna N.A. , Ravesteyn, Nicolien van, Yaffe, Martin D., Mandelblatt, Jeanne S. , Alagöz, Oğuzhan , Kerlikowske, Karla , Miglioretti, Diana L. , Trentham‐Dietz, Amy , Yaffe, Martin, Yeh, Jennifer M. , Couch, Fergus J. , Kraft, Peter , Polley, Eric C. , Kurian, Allison W. , Robson, Mark E.

Journal of Clinical Oncology | June 2, 2021 | Volume: 39 | Issue: 15_suppl | Pages: 10500-10500

10.1200/jco.2021.39.15_suppl.10500 Get It

10500 Background: Inherited pathogenic variants in ATM, CHEK2, and PALB2 confer moderate to high risks of breast cancer. The optimal approach to screening in these women has not been established. Methods: We used two simulation models from the Cancer Intervention and Surveillance Modeling Network (CISNET) and data from the Cancer Risk Estimates Related to Susceptibility consortium (CARRIERS) to project lifetime breast cancer incidence and mortality in ATM, CHEK2, and PALB2 carriers. We simulated screening with annual mammography from ages 40-74 alone and with annual magnetic resonance imaging (MRI) starting at ages 40, 35, 30, and 25. Joint and separate mammography and MRI screening performance was based on published literature. Lifetime outcomes per 1,000 women were reported as means and ranges across both models. Results: Estimated risk of breast cancer by age 80 was 22% (21-23%) for ATM, 28% (26-30%) for CHEK2, and 40% (38-42%) for PALB2. Screening with MRI and mammography reduced breast cancer mortality by 52-60% across variants (Table). Compared to no screening, starting MRI at age 30 increased life years (LY)/1000 women by 501 (478-523) in ATM, 620 (587-652) in CHEK2, and 1,025 (998-1,051) in PALB2. Starting MRI at age 25 versus 30 gained 9-12 LY/1000 women with 517-518 additional false positive screens and 197-198 benign biopsies. Conclusions: For women with ATM, CHEK2, and PALB2 pathogenic variants, breast cancer screening with MRI and mammography halves breast cancer mortality. These mortality benefits are similar to those for MRI screening for BRCA1/2 mutation carriers and should inform practice guidelines.[Table: see text]
Testing for clonal hematopoiesis of indeterminate potential in breast cancer survivors.
Sella, Tal , Fell, Geoffrey, Rosenberg, Shoshana M. , Ruddy, Kathryn J. , Peppercorn, Jeffrey , Schapira, Lidia , Come, Steven E. , Fell, Geoffrey G. , Miller, Peter G. , Gibson, Christopher James , Snow, Craig , Stover, Daniel G. , Borges, Virginia F. , Warner, Ellen , Neuberg, Donna , Ebert, Benjamin L. , Partridge, Ann H.

Journal of Clinical Oncology | June 2, 2021 | Volume: 39 | Issue: 15_suppl | Pages: e24108-e24108

10.1200/jco.2021.39.15_suppl.e24108 Get It

e24108 Background: Clonal hematopoiesis of Indeterminate Potential (CHIP) is associated with adverse clinical outcomes including increased risk of hematologic malignancies and heart disease. Limited data suggest an increased prevalence of CHIP in patients treated for solid tumors, particularly after exposure to radiation and chemotherapy. CHIP testing may inform risk-reduction strategies for cancer survivors. Little is known about patient knowledge, attitudes, and preferences regarding CHIP testing. Methods: We surveyed survivors without history of recurrence participating in an ongoing prospective cohort study of young women with breast cancer (BC). The survey was sent by email and included an introduction to CHIP including risk factors and clinical associations. Respondents then reviewed a vignette and were asked about CHIP testing preferences (definitely/probably test vs. definitely/probably not test) considering sequentially: 1) population-based 10-year risk of BC recurrence, hematological malignancy and heart disease; 2) estimated increase in these risks with CHIP; 3) current CHIP management; 4) a dedicated CHIP clinic; and 5) a theoretical CHIP treatment. Changes in preferences from the prior scenario were evaluated with the McNemar's test using a type I error rate of 5%. Results: 528/642 (82.2%) eligible women responded to the survey, at a median age of 46 (range: 31-54) years (median time from diagnosis: 108 months (range: 60-168)), and 88% were white. Most had stage 1/2 BC (78.8%) and had received chemotherapy (73.1%) and/or radiation (61.9%). 93.6% had never heard of CHIP prior to survey. After initial patient vignette presentation, most women (87.1%,) recommended CHIP testing if offered. Preferences for testing decreased (p<0.05) when considering population-based risks, with 11.1% shifting their preference from CHIP testing to not testing. After considering increased risks associated with CHIP, interest in testing increased (p<0.05), with 10.1% shifting their preference to testing. Interest significantly (p<0.05) increased with the possibility of managing CHIP through a clinic or a hypothetical CHIP treatment, with 7.2% and 14.1% switching their preferences towards testing, respectively. Finally, 75.8% responded that they themselves, after learning about CHIP and reviewing the vignette, would want to have CHIP testing; 28.2% reported that learning about CHIP and the associated risks caused them at least moderate anxiety. Conclusion: Few young BC survivors were aware of CHIP yet most indicated an interest in testing after learning about it. Testing preferences were influenced by risks presented and potential management strategies. Findings highlight the importance of effective risk communication and the need for adequate psychosocial support when considering testing for CHIP and other potential clinical biomarkers predictive of cancer and other medical risks in cancer survivors.
Real-world data on usage of scalp cooling for chemotherapy associated alopecia in the United States.
Williams, Nicole , Paxman, Richard G., Thornhill, Emma, Dulmage, Brittany , Ruddy, Kathryn J. , Pariser, Ashley, Sardesai, Sagar , Ramaswamy, Bhuvaneswari , Loprinzi, Charles L. , Paxman, Richard, Thornhill, Emma, Kassem, Mahmoud Attia Mohamed , Grimm, Michael , Cathcart-Rake, Elizabeth , Gatti-Mays, Margaret Elena , Cherian, Mathew , VanDeusen, Jeffrey , Stover, Daniel G. , Wesolowski, Robert , Lustberg, Maryam B.

Journal of Clinical Oncology | June 2, 2021 | Volume: 39 | Issue: 15_suppl | Pages: e18739-e18739

10.1200/jco.2021.39.15_suppl.e18739 Get It

e18739 Background: Hair loss is a well-known side effect of chemotherapy. The Paxman Hair Loss Prevention System, a scalp cooling device, has been shown to be effective in reducing chemotherapy induced alopecia in patients receiving chemotherapy (Nangia, JAMA, 2017). The National Comprehensive Cancer Network and the European Society for Medical Oncology guidelines have recommended scalp cooling as category 2A and 2B options, respectively. Methods: The real world use of scalp cooling using the Paxman device, as documented by orders through the Paxman Hub during the years of 2017-2020 was summarized. Descriptive statistics were used to summarize demographics and utilization. Results: Data from 6649 patients who used scalp cooling were reviewed. Patients with breast cancer were the most common users of scalp cooling (78%, n=5197) followed by gynecology (12%, n=775), gastrointestinal (3%, n=201), lung (1%, n=81) and genitourinary (1%, n=52). The majority of patients were between the ages of 45-65 (55%), followed by 65-74 (18%), older than 75 (5%), and 25-44 (2%). Average number (#) of cycles of cooling completed was 6.53 (range of average # of cycles 4.50-12). Scalp cooling with this device was commonly used in 39 out of 50 states. Conclusions: This is the largest report of scalp cooling usage in the real world setting in the USA, including scalp cooling usage in older adults. Uptake of scalp cooling across various cancers has not been uniform and this deserves further study.
Satisfaction with care and attention to salient concerns by race in a diverse national sample of young women with breast cancer.
Carroll, Bridget Rose, Ruddy, Kathryn J. , Rosenberg, Shoshana M. , Zheng, Yue , Emmons, Karen M. , Partridge, Ann H.

Journal of Clinical Oncology | June 2, 2021 | Volume: 39 | Issue: 15_suppl | Pages: e18561-e18561

10.1200/jco.2021.39.15_suppl.e18561 Get It

e18561 Background: Young women with breast cancer (BC) have unique issues, including fertility, genetic, and emotional health concerns; these may sometimes be inadequately addressed by providers. Given documented disparities in BC care and outcomes, we sought to explore whether provider attention to these issues differs by race, as well as to examine racial differences in satisfaction with care among young patients with BC. Methods: The Young & Strong Study was a cluster randomized trial of an educational and supportive care intervention at 14 academic + 40 community oncology practices across the US enrolling women with newly diagnosed BC at age ≤45 and their providers. Patients completed surveys at baseline, 3, 6, and 12 months after enrollment. Race was self-reported at baseline. Provider attention to fertility, genetics, and emotional health was evaluated by medical record review. The proportions of patients with attention to these concerns by 3 months was compared by race (white, Black, Asian, multi-racial/other/unknown) using Fisher’s exact tests. Satisfaction with care was assessed with the Patient Satisfaction Questionnaire-18 (PSQ-18) at 3 months. Median scores for each of 7 PSQ-18 subscales (1-5 scale, higher scores=more satisfaction) were compared by race with the Kruskal-Wallis test. Results: 465/467 (99.6%) of enrolled patients had evaluable data. 77% were white, 12% Black, 4% Asian, and 7% multiracial/other/unk. Median age at diagnosis was 40 (range: 22-45) years. Provider attention to genetics (≥85%) and emotional health (≥90%) was high across groups, and there were no differences by race in attention to fertility, genetics, or emotional health (Table). Among 359/465 women (77%) who completed the PSQ-18, median subscale scores ranged from 3.5-4.5, indicating high levels of satisfaction with care. For the PSQ-18 technical quality domain, median scores were lower (p=.03), indicating less satisfaction, in Black and Asian women (4.0) and higher in white women (4.5). Median scores for other PSQ-18 domains (general satisfaction, interpersonal manner, communication, financial, time spent with doctor, accessibility) did not differ by race. Conclusions: Satisfaction with care was high and issues related to fertility, genetics and emotional health were addressed by providers in the majority of young women in our study, with minimal differences by race. These patients were all enrolled in a clinical trial and had access to high-quality care, limiting the generalizability of our findings. Larger, population-based studies in more diverse settings are warranted. Clinical trial information: NCT01647607. Attention to psychosocial concerns by race. [Table: see text]
The impact of tumor infiltrating lymphocytes (TILs) on disease progression in human papillomavirus (HPV)-related oropharyngeal squamous cell carcinoma.
Rivera, Michael , García, Joaquín J. , Lewis, Derrick B. , Lohse, Christine M. , Jeng-Lin, Daniel, Moore, Eric J. , Yin, Linda X. , Bartemes, Kathleen R. , Routman, David M. , Abel, Kathryn M. Van

Journal of Clinical Oncology | June 2, 2021 | Volume: 39 | Issue: 15_suppl | Pages: 6049-6049

10.1200/jco.2021.39.15_suppl.6049 Get It

6049 Background: In the head and neck, human papillomavirus-related oropharyngeal squamous cell carcinoma (HPV(+)OPSCC) has a better prognosis and more tumor infiltrating lymphocytes (TILs) compared to its HPV(-) counterpart. Within HPV(+)OPSCC, the prognostic value of TILs in the primary tumor and in metastatic lymph nodes is not well understood. Methods: This is a matched case-control study at a tertiary care center of HPV(+)OPSCC patients who underwent primary surgery between 05/2007–12/2016. Cases developed locoregional recurrence or distant metastases during follow-up, while controls did not during a similar duration of follow-up. Pairs were matched on age, American Joint Committee on Cancer (AJCC) 8th edition pathologic stage, sex, year of surgery, degree of adjuvant treatment, comorbidities, and smoking status. One representative H&E slide of the primary tumor and lymph node (when nodal disease was present) from each patient was independently reviewed by two pathologists (JG, MR) blinded to outcome, for tumor TILs (tTILs) density (defined as % TILs), presence/absence of desmoplastic stroma, and when stroma was present, for stromal TILs (sTILs) density (defined as relative crowding of TILs). The Brandwein-Gensler pattern of invasion (POI) score was used to grade the primary tumor. Interrater agreement was assessed using Cohen’s kappa. Associations between TILs and time to disease progression were assessed using Cox proportional hazards regression models. Results: 41 case-control pairs (N=82) were included in the study: 38 (46%) were AJCC pStage I, 37 (45%) were pStage II, and 7 (9%) were pStage III; 22 (27%) underwent surgery alone, 15 (18%) underwent surgery with adjuvant radiotherapy, and 45 (55%) underwent surgery with adjuvant chemoradiation. Interrater agreement was fair for tTILs density in the primary tumor ( k=0.24) and lymph node ( k=0.23), moderate for desmoplastic stroma in the primary tumor ( k=0.58) and lymph node ( k=0.64), moderate for sTILs density in the primary tumor ( k=0.58) and lymph node ( k=0.48), and fair for the POI score ( k=0.17). tTILs density ≥10% (HR 0.35, 95% CI 0.14-0.90, p=0.028) and a moderate/dense sTILs density (HR 0.15, 95% CI 0.04-0.68, p=0.014) in the primary tumor were significantly associated with decreased risk of disease progression. An aggressive POI score of III or IV was significantly associated with increased risk of disease progression (HR 4.00, 95% CI 1.34-11.96, p=0.013). None of the study measures in the lymph node were significantly associated with disease progression. Conclusions: In HPV(+)OPSCC, a higher density of tumor and stromal TILs and nonaggressive POI in the primary tumor specimen may indicate a lower risk of disease progression. TILs may serve as a powerful prognostic marker for the adaptive immune response to this disease.
Symptom identification and management in epithelial ovarian cancer.
Hickman, Ashley , Ruddy, Kathryn J. , Pachman, Deirdre R. , Fischer, Kristin , Rahman, Parvez, Goergen, Krista M., Lee, Minji , Hendrickson, Andrea E. Wahner , Cheville, Andrea

Journal of Clinical Oncology | June 2, 2021 | Volume: 39 | Issue: 15_suppl | Pages: 5554-5554

10.1200/jco.2021.39.15_suppl.5554 Get It

5554 Background: A better understanding regarding the burden of treatment side effects in patients with gynecological malignancies could help guide symptom interventions and oncologic therapy decision-making. We aim to inform understanding of symptom burden in epithelial ovarian cancer (EOC) by analyzing patient-reported symptom data from patients treated for this condition over a 16-month period. Methods: Patients receiving medical oncology care at Mayo Clinic Rochester and at Midwest Mayo Clinic Health System community sites have received symptom-focused surveys prior to each medical oncology visit since March 28, 2019 through the Enhanced Electronic Health Record Facilitated Cancer Symptom Control Study (E2C2). These surveys, administered either through the electronic medical record portal or on a clinic tablet prior to each oncology office visit, no more frequently than every 2 weeks, include six linear analogue scales measuring sleep disturbance, pain, anxiety, emotional distress, and fatigue (SPADE), as well as physical dysfunction on a scale of 0 (none) to 10 (as bad as you can imagine). Scores of 0-3 were considered mild symptoms, 4-6 moderate symptoms, and 7-10 severe symptoms. We collected survey results from March 28, 2019 to July 20, 2020 for patients with EOC and reviewed the number of surveys per patient in addition to the average symptom scores. Results: From March 2019 to July 2020, for patients with EOC, there were 2974 encounter-based surveys from 762 patients. The number of surveys completed by each patient ranged from 1-20. The following number of patients returned the correlating number of surveys: 1 survey:240 patients; 2 surveys:145; 3 surveys:79; 4 surveys:56; 5 surveys:58; 6 surveys:45; 7 surveys:38; 8 surveys:27; 9 surveys:22; ≥10 surveys:52. The average score from all surveys for each symptom was: 2.41 for sleep disturbance, 2.03 for pain, 2.32 for anxiety, 1.97 for emotional distress, 3.26 for fatigue, and 2.50 for physical dysfunction. Please see the table for the proportion of surveys that reported symptoms as mild, moderate, or severe. Conclusions: Fatigue and physical dysfunction were reported most frequently in patients with EOC, while emotional distress and pain were reported least frequently. 20% of surveys reported moderate to severe emotional distress, while 40% reported moderate to severe fatigue. A targeted approach to symptom management is needed for patients undergoing EOC evaluation and treatment. Our next steps in this analysis include an assessment of potential predictors of greater symptom burden (e.g., specific treatments, age, and other clinical and sociodemographic characteristics). Clinical trial information: NCT03892967. [Table: see text]
Detection of cancer signal for over 50 AJCC cancer types with a multi-cancer early-detection test.
Yimer, Habte, Tummala, Mohan K., Shao, Spencer H. , Chung, Gina G., Gao, Jingjing , Venn, Oliver, Clement, Jessica, Tang, W.H. Wilson , Couch, Fergus J. , Kurtzman, Kathryn N. , Swanton, Charles

Journal of Clinical Oncology | June 2, 2021 | Volume: 39 | Issue: 15_suppl | Pages: 3072-3072

10.1200/jco.2021.39.15_suppl.3072 Get It

3072 Background: The Circulating Cell-free Genome Atlas study (CCGA; NCT02889978) previously demonstrated that a blood-based multi-cancer early detection (MCED) test utilizing cell-free DNA (cfDNA) sequencing in combination with machine learning could detect cancer signals across multiple cancer types and predict cancer signal origin. Cancer classes were defined within the CCGA study for sensitivity reporting. Separately, cancer types defined by the American Joint Committee on Cancer (AJCC) criteria, which outline unique staging requirements and reflect a distinct combination of anatomic site, histology and other biologic features, were assigned to each cancer participant using the same source data for primary site of origin and histologic type. Here, we report CCGA ‘cancer class’ designation and AJCC ‘cancer type’ assignment within the third and final CCGA3 validation substudy to better characterize the diversity of tumors across which a cancer signal could be detected with the MCED test that is nearing clinical availability. Methods: CCGA is a prospective, multicenter, case-control, observational study with longitudinal follow-up (overall population N = 15,254). Plasma cfDNA from evaluable samples was analyzed using a targeted methylation bisulfite sequencing assay and a machine learning approach, and test performance, including sensitivity, was assessed. For sensitivity reporting, CCGA cancer classes were assigned to cancer participants using a combination of the type of primary cancer reported by the site and tumor characteristics abstracted from the site pathology reports by GRAIL pathologists. Each cancer participant also was separately assigned an AJCC cancer type based on the same source data using AJCC staging manual (8th edition) classifications. Results: A total of 4077 participants comprised the independent validation set with confirmed status (cancer: n = 2823; non-cancer: n = 1254 with non-cancer status confirmed at year-one follow-up). Sensitivity was reported for 24 cancer classes (sample sizes ranged from 10 to 524 participants), as well as an “other” cancer class (59 participants). According to AJCC classification, the MCED test was found to detect cancer signals across 50+ AJCC cancer types, including some types not present in the training set; some cancer types had limited representation. Conclusions: This MCED test that is nearing clinical availability and was evaluated in the third CCGA substudy detected cancer signals across 50+ AJCC cancer types. Reporting CCGA cancer classes and AJCC cancer types demonstrates the ability of the MCED test to detect cancer signals across a set of diverse cancer types representing a wide range of biologic characteristics, including cancer types that the classifier has not been trained on, and supports its use on a population-wide scale. Clinical trial information: NCT02889978.
Performance of a targeted methylation-based multi-cancer early detection test by race/ethnicity.
Yimer, Habte, Tummala, Mohan K., Shao, Spencer H. , Chung, Gina G., Clement, Jessica, Gao, Jingjing , Roberts, Lewis R. , Roberts, Lewis R , Tang, W.H. Wilson , Hubbell, Earl , Kurtzman, Kathryn N. , Swanton, Charles

Journal of Clinical Oncology | June 2, 2021 | Volume: 39 | Issue: 15_suppl | Pages: 3071-3071

10.1200/jco.2021.39.15_suppl.3071 Get It

3071 Background: Disparities in cancer screening and outcomes based on factors such as gender, socioeconomic status, and race/ethnicity are well documented.1 The Circulating Cell-free Genome Atlas study (CCGA; NCT02889978) was designed to develop and validate a blood-based multi-cancer early detection (MCED) test analyzing plasma cell-free DNA (cfDNA) to detect cancer signals across multiple cancer types and simultaneously predict cancer signal origin. Findings stratified by race/ethnicity from the third and final CCGA validation sub-study are reported. Methods: CCGA is a prospective, multicenter, case-control, observational study with longitudinal follow-up (overall N = 15,254). In this pre-specified exploratory analysis from the third substudy, key objectives were to evaluate test performance for cancer signal detection (specificity, overall sensitivity, and sensitivity by clinical stage) among racial/ethnic groups. Plasma cfDNA from evaluable samples was analyzed using a targeted methylation bisulfite sequencing assay and a machine learning approach. Overall, 4077 participants comprised the independent validation set with confirmed status (cancer: n = 2823; non-cancer: n = 1254). The groups stratified by race/ethnicity were White Non-Hispanic, Black Non-Hispanic, Other Non-Hispanic (including but not limited to Asian, Native Hawaiian, Pacific Islander, American Indian, Alaska Native), Hispanic (all races), and Other/unknown. The study was not powered to detect statistical differences between groups. Results: Cancer and non-cancer groups were predominantly White (2316/2823, 82.0% and 996/1254, 79.4%, respectively). Across racial/ethnic groups, specificity for cancer signal detection was 99.6% (White Non-Hispanic: 992/996, 95% confidence interval [99.0-99.8%]), 100.0% (Black Non-Hispanic: 85/85 [95.7-100.0%]), 100.0% (Other Non-Hispanic: 33/33 [89.6-100.0%]), 98.1% (Hispanic: 101/103 [93.2-99.5%]), and 100% (Other/unknown: 37/37 [90.6-100.0%]). Despite slight differences in cancer type and staging across racial/ethnic groups, overall sensitivity for cancer signal detection among groups ranged from 43.9% to 63.0% (White Non-Hispanic: 50.5%, 1169/2316 [48.4-52.5%], Black Non-Hispanic: 53.9%, 104/193 [46.8-60.8%], Other Non-Hispanic: 43.9%, 25/57 [31.8-56.7%], Hispanic: 63.0%, 121/192 [56.0-69.5%], and Other/unknown: 52.3%, 34/65 [40.4-64.0%]). For all racial/ethnic groups, sensitivity generally increased with clinical stage (with limited exceptions at Stage IV in some groups with small sample sizes). Conclusions: The MCED test demonstrated consistent specificity and sensitivity across racial/ethnic groups, though results are limited by sample size for some groups. These findings indicate broad applicability and support clinical implementation of this MCED test on a population scale. 1. Zavela et al. Brit J Cancer 2021. Clinical trial information: NCT02889978.
Self‐report screening instruments differentiate bipolar disorder and borderline personality disorder
Palmer, Brian A. , Pahwa, Mehak , Geske, Jennifer R. , Kung, Simon , Nassan, Malik , Schak, Kathryn M. , Frye, Mark A. , Singh, Balwinder , Alarcón, Renato D. , Singh, Balwinder , Geske, Jennifer

Brain and Behavior | May 31, 2021 | Volume: 11 | Issue: 7 | Pages: No page available

10.1002/brb3.2201 | PMID 34056864 Get It

AbstractBackgroundBipolar disorder (BD) and borderline personality disorder (BPD) share overlapping phenomenology and are frequently misdiagnosed. This study investigated the diagnostic accuracy of the Mood Disorder Questionnaire (MDQ) and McLean Screening Instrument for Borderline Personality Disorder (MSI) in a clinical inpatient setting and whether individual screening items could differentiate BD from BPD.Methods757 sequential inpatients admitted to a Mood Disorder Unit completed both the MDQ and MSI. Screen positive for the MDQ was defined as ≥7/13 symptoms endorsed with concurrence and at least moderate impact. Screen positive for the MSI was defined as a score of ≥7. The clinical discharge summary diagnosis completed by a board‐certified psychiatrist was used as the reference standard to identify concordance rates of a positive screen with clinical diagnosis. Individual items predicting one disorder and simultaneously predicting absence of other disorder by odds ratio (OR>and <1) were identified.ResultsBoth screening instruments were more specific than sensitive (MDQ 83.7%/ 67.8%, MSI 73.2% / 63.3%). MDQ individual items (elevated mood, grandiosity, increased energy, pressured speech, decreased need for sleep, hyperactivity) were significant predictors of BD diagnosis and non‐predictors of BPD diagnosis. Whereas MSI subitem, self‐harm behaviors/suicidal attempts predicted BPD in the absence of BD; distrust and irritability were additional predictors of BPD.ConclusionWhile this study is limited by the lack of structured diagnostic interview, these data provide differential symptoms to discriminate BD and BPD. Further work with larger datasets and more rigorous bioinformatics machine learning methodology is encouraged to continue to identify distinguishing features of these two disorders to guide diagnostic precision and subsequent treatment recommendations.
Personal and Professional Factors Associated With Work-Life Integration Among US Physicians
Tawfik, Daniel , Shanafelt, Tait D. , Sinsky, Christine A. , Davis, Alexis S. , Su, Felice , Adair, Kathryn C. , Trockel, Mickey , Profit, Jochen , Dyrbye, Liselotte N. , Shanafelt, Tait D , West, Colin P. , Sexton, John Bryan

JAMA Network Open | May 28, 2021 | Volume: 4 | Issue: 5 | Pages: e2111575

10.1001/jamanetworkopen.2021.11575 | PMID 34042994 Get It