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161 citation(s) found for "Brito, Juan P".

Evaluating the Total Healthcare Cost of Inappropriately Ordered Thyroid Ultrasounds
Toro-Tobón, David , Thao, Viengneesee , Jacome, Cristian Soto , Larios, Felipe , Guevara, Kerly , Andrango, Luis Vilatuna, Proano, Ana Cristina , Loor-Torres, Ricardo , Zahidy, Misk Al, Cabezas, Esteban , Wu, Yucheng , Ospina, Naykky Singh , Larios, Felipe , Soto Jacome, Cristian, Vilatuna Andrango, Luis, Fan, Jungwei W, Al Zahidy, Misk, Branda, Megan E. , Singh Ospina, Naykky , Brito, Juan P , Toro-Tobon, David , Borah, Bijan J. , Fan, Jungwei , Wu, Yuqi, Brito, Juan P.

Mayo Clinic

Journal of the Endocrine Society | August 30, 2025 | Volume: 9 | Issue: 10 | Pages: No page available

10.1210/jendso/bvaf143 | PMID 40980541 Get It

Abstract Purpose Overuse of thyroid ultrasound (TUS) has contributed to rising thyroid cancer diagnoses and is projected to increase US healthcare costs from $1.5 billion to $3.5 billion by 2030. This study evaluated the healthcare cost of inappropriately ordered TUS in a national multicenter academic system. Methods This is a secondary cost analysis of a retrospective cohort study across 4 Mayo Clinic sites (Rochester, MN; Jacksonville, FL; Scottsdale, AZ; and the Midwest Mayo Clinic Health System). Adult patients (≥18 years) undergoing their first TUS between January 1, 2017, and December 31, 2021, with at least 1 year of follow-up were included. TUS indications were classified as appropriate or inappropriate using a guideline-based natural language processing algorithm. The primary outcome was a comparison of adjusted 1-year all-cause healthcare costs. A secondary analysis calculated the direct procedural costs of the inappropriate TUS cascade. Results Among 6984 patients (mean age 56 [SD 16.4]; 76.2% female; 90.9% White), 546 (7.8%) underwent TUS for inappropriate indications. These patients were younger (mean age 53.0 vs 56.3 years, P < .0001) but otherwise demographically similar. Adjusted total healthcare costs over 90 days and 1 year were comparable: $4842 vs $5794 and $13 748 vs $14 257 for inappropriate vs appropriate TUS, respectively. The inappropriate TUS cascade, including an estimated 56 subsequent biopsies and 22 thyroidectomies, resulted in a minimum of $576 134 in direct procedural costs. Conclusion While adjusted total costs were similar, inappropriate TUS represents potentially avoidable spending and remains a viable target for cost-reduction strategies. Reducing low-value imaging remains a critical target for cost-saving interventions.
Factors and Outcomes of Inappropriate Thyroid Ultrasonography
Larios, Felipe , Jacome, Cristian Soto , Ponce-Ponte, Oscar J., Maldonado, Kerly Guevara, Andrango, Luis Vilatuna, Proano, Ana Cristina , Loor-Torres, Ricardo , Zahidy, Misk Al, Claros, Ana Gabriela, Mulanovich, Katerina, Cabezas, Esteban , Wu, Yuqi , Bischoff, Lindsay , Ospina, Naykky Singh , Ospina, Naykky Singh , Larios, Felipe , Guevara, Kerly , Fan, Jungwei W, Al Zahidy, Misk, Branda, Megan E. , Singh Ospina, Naykky , Claros, Ana Gabriela , Toro-Tobón, David , Fan, Jungwei , Brito, Juan P.

Mayo Clinic

JAMA Otolaryngology–Head & Neck Surgery | August 7, 2025 | Volume: 151 | Issue: 9 | Pages: 843

10.1001/jamaoto.2025.2049 | PMID 40773204 Get It

ImportanceThyroid cancer incidence has tripled in the past 3 decades, largely driven by increased detection of small, indolent papillary thyroid cancers. Overuse of thyroid ultrasonography (TUS) contributes to overdiagnosis, leading to unnecessary biopsies, procedures, and potential patient harm.ObjectiveTo evaluate the frequency of and factors associated with inappropriate TUS (iTUS) orders and assess related clinical outcomes.Design, Setting, and ParticipantsThis retrospective cohort study analyzed adult patients 18 years and older who underwent their first TUS from January 1, 2017, to December 30, 2021, at 4 Mayo Clinic sites. Patients with previous thyroid nodule, thyroid cancer, thyroid surgery, or TUS were excluded. Based on documented clinical indications, a validated natural language processing model classified TUS orders as appropriate or inappropriate. Data were analyzed from April 2024 to May 2025.ExposuresBaseline characteristics of patients, clinicians, and clinical encounters investigated for their association with an iTUS order.Main Outcomes and MeasuresThe primary outcome was the proportion of iTUS orders. Secondary outcomes included factors associated with iTUS (sociodemographic, clinical, order-specific, and clinician-related factors) and clinical outcomes following iTUS, including the detection of thyroid nodules, thyroid procedures, and thyroid cancer diagnoses.ResultsOf 11 442 included patients, 8422 (73.6%) were female, and the mean (SD) age was 57.3 (15.8) years with a mean (SD) body mass index (calculated as weight in kilograms divided by height in meters squared) of 29.7 (7.0). Among 11 442 TUS orders, 866 (7.6%) were classified as inappropriate. In multivariable analysis, younger age (age of 18 to 54 years vs older than 65 years; odds ratio [OR], 1.86; 95% CI, 1.56-2.22), hyperthyroidism (OR, 9.04; 95% CI, 6.75-12.11), ordering by nonendocrinology specialties (eg, oncology/hematology; OR, 3.43; 95% CI, 2.47-4.76), and orders not linked to an in-person appointment (eg, portal messages; OR, 2.42; 95% CI, 2.08-2.82) were strongly associated with increased odds of iTUS. Compared with appropriate TUS, iTUS led to lower rates of thyroid nodule detection (202 of 866 [23.3%] vs 6885 of 10 576 [65.1%]; OR, 0.16; 95% CI, 0.14-0.19), biopsies (89 [10.3%] vs 2647 [25.0%]; OR, 0.34; 95% CI, 0.27-0.43), partial thyroidectomies (14 [1.6%] vs 424 [4.0%]; OR, 0.39; 95% CI, 0.23-0.67), and confirmed thyroid cancer cases (16 [1.8%] vs 425 [4.0%]; OR, 0.45; 95% CI, 0.27-0.74).Conclusions and RelevanceIn this cohort study, approximately 1 in 13 TUS orders were inappropriate. iTUS was more common in younger patients, those with thyroid dysfunction, those not seen in person, and in those referred by nonendocrinology specialties. These findings highlight the need for targeted strategies to optimize TUS use and mitigate overdiagnosis and overtreatment.
International Registry of thyroid cancer in Latin American (CaTaLiNA): epidemiology, clinical and follow-up study protocol in Latin American countries during the period 2023–2028
Solís-Pazmiño, Paola , Solis-Pazmino, Paola , Ledesma, Tannya, Alvarado, Brayner Alejandro Ramírez, Rojas, Tatiana, Pazmino, Camila , Tite, Belen, Figueroa, Luis, Hernández, Víctor, Salazar, Jorge, García, Cristhian, Rosero, Daniela, Ruilova, Lisbeth, Imaicela, Luis , Abad, Hamilton, Palacios, Antonio Lozano, Zanella, Virgílio Gonzales , Nasseri, Yosef , Cohen, Jason , Brito, Juan P. , Ponce-Ponte, Oscar J., Ponce, Oscar J. , Lincango, Eddy, Rojas, Tatiana , Brito, Juan P , Ponce, Oscar Josue , Pilatuna, Eduardo A , Ron, Mario , Alvarado, Benjamin, Figueroa, Luis, Lincango-Naranjo, Eddy , Rosero, Daniela, López‐Guerrero, José Antonio , Paz‐Ibarra, José , Gonzalez, Camilo, Palacios, Antonio, Soto-Becerra, Percy

Mayo Clinic

BMJ Open | June 22, 2025 | Volume: 15 | Issue: 6 | Pages: e093471

10.1136/bmjopen-2024-093471 | PMID 40545306 Get It

Introduction Differentiated thyroid cancer (DTC) is the most common endocrine malignancy, with a high 5-year survival rate of approximately 98%. Despite advances in diagnosis and treatment, up to 20% of patients experience recurrence, adversely affecting their quality of life. Predictive models have been developed to assess recurrence risk and guide clinical decision-making, but these models often face limitations such as retrospective design, lack of diversity in study populations and absence of external validation. The primary aim is to externally validate existing predictive models for DTC recurrence using prospective data from a diverse Latin American cohort. The secondary aim is to explore opportunities for model recalibration to improve their performance in our population. Methods and analysis The CaTaLiNA study is a multicentre prospective observational study conducted across 10 hospitals in five Latin American countries, including Ecuador, Peru, Uruguay and Mexico. Patients aged 18 years or older receiving treatment for DTC, such as the first thyroid surgery, active surveillance or radiofrequency ablation will be included. Recruitment will occur from November 2023 to June 2025, with follow-up extending until June 2028. Data collection will include baseline clinical, surgical and histological characteristics, treatment details and follow-up outcomes. Statistical analysis will follow the Transparent Reporting of a multivariable prediction model for Individual Prognosis or Diagnosis guidelines, using imputation strategies for missing data and evaluating calibration and discrimination of the prediction models. Calibration measures include the ratio of expected and observed events, calibration slope and calibration plot, while discrimination will be assessed using the C-index and area under the receiver operating characteristic curve. Ethics and dissemination This study protocol was approved by Comité de Ética de Investigación en Seres Humanos de la Universidad San Francisco de Quito USFQ ‘CEISH-USFQ’ APO-010–2023-CEIHS-USFQ Oficio No. 161-2023-CA-23030M-CEISH-USFQ. Results will be disseminated via peer-reviewed publications.
Unmet Care Needs of Adult Survivors of Thyroid Cancer
Das, Alisha, Rubio, E., Acosta, Gonzalo J. , Brito, Juan P. , Ospina, Naykky Singh , Ospina, Naykky Singh , Rubio, Esteban Cabezas, Singh Ospina, Naykky , Brito, Juan P , Das, Alisha, Garcia, Gilberto Perez Rodriguez, Bylund, Carma L.

Mayo Clinic

JAMA Otolaryngology–Head & Neck Surgery | May 22, 2025 | Volume: 151 | Issue: 7 | Pages: 714

10.1001/jamaoto.2025.0855 | PMID 40402541 Get It

ImportanceSurvivors of thyroid cancer represent 10% of all cancer survivors in the US, yet their unmet care needs remain unexplored. Understanding the unmet care needs of survivors of thyroid cancer could help develop targeted interventions to enhance their quality of life and overall well-being.ObjectiveTo summarize the unmet care needs of survivors of thyroid cancer and programs to address them and to summarize the reporting and patterns of sociodemographic factors influencing these needs across studies.Evidence ReviewA systematic review and meta-narrative synthesis on studies published from January 2000 to September 2023 that evaluated the unmet needs of survivors of thyroid cancer or clinical programs to address them. The review included quantitative, qualitative, and mixed-methods studies. Two reviewers independently identified relevant articles and extracted data using standardized forms. Unmet care needs were summarized using the Supportive Care Framework for Cancer, whereas sociodemographic characteristics were evaluated according to the PROGRESS-Plus framework. A narrative synthesis was performed for quantitative studies, and a meta-narrative was created for qualitative studies. The risk of bias in the included studies was also assessed.FindingsWe included 14 quantitative studies (n = 8930) and 9 qualitative studies (n = 166) evaluating unmet care needs. Reported participant demographics were female (7653/9034 [85%]), White (2497/2986 [84%]), 40 years or older (2497/2986 [58%]), well-educated (1493/2124 [70%]), married or in stable relationships (1445/2114 [68%]), and English-speaking (1815/1915 [95%]). Quantitative studies primarily assessed and demonstrated unmet psychological and informational needs among survivors of thyroid cancer. Qualitative synthesis highlighted the negative impact of thyroid cancer’s perception as a “good cancer,” unmet informational and emotional support needs throughout survivorship stages, and practical hindrances in daily life. Sociodemographic data reporting was limited to a few factors influencing thyroid cancer care (eg, age, sex reported in >90% vs socioeconomic status <10%). One interventional study evaluating a patient navigation program was identified.Conclusions and RelevanceThis systematic review found that adult survivors of thyroid cancer report unmet informational, psychological, emotional, and practical support needs, which may be influenced by the good cancer label. Although patient demographics shape thyroid cancer care experiences and needs, population description is primarily limited to age and sex, overlooking other important variables that can affect care.
Primary Aldosteronism: An Endocrine Society Clinical Practice Guideline
Adler, Gail K. , Stowasser, Michael , Correa, Ricardo , Khan, Nadia , Mulatero, Paolo , Murad, M. Hassan , Vaidya, Anand , Young, William F., Zennaro, Maria‐Christina , Corrigan, Maureen D. , Kline, Gregory , Mulatero, Paolo , Murad, M Hassan , Vaidya, Anand , Yang, Jun , Stowasser, Michael , McGowan, Michael , Touyz, Rhian M. , Williams, Tracy Ann , Yang, Jun , Brito, Juan P.

Mayo Clinic

The Journal of Clinical Endocrinology & Metabolism | May 13, 2025 | Volume: 110 | Issue: 9 | Pages: 2453-2495

10.1210/clinem/dgaf284 | PMID 40658480 Get It

Abstract Background Primary aldosteronism (PA), a primary adrenal disorder leading to excessive aldosterone production by one or both adrenal glands, is a common cause of hypertension. It is associated with an increased risk of cardiovascular complications compared with primary hypertension. Despite effective methods for diagnosing and treating PA, it remains markedly underdiagnosed and undertreated. Objective To develop an updated guideline that provides a practical, clinical approach to identifying and managing PA to improve diagnosis rates and encourage targeted treatment. Methods The Guideline Development Panel (GDP), composed of a multidisciplinary panel of clinical experts and experts in systemic review methodology, used the Grading of Recommendations, Assessment, Development, and Evaluation (GRADE) approach to define 10 questions related to the diagnosis and treatment of PA. Systematic reviews were conducted for each question. The GDP used the GRADE Evidence to Decision (EtD) framework to consider contextual factors, such as stakeholder values and preferences, costs and required resources, cost-effectiveness, acceptability, feasibility, and the potential impact on health equity. Results We suggest that all individuals with hypertension be screened for PA by measuring aldosterone and renin and determining the aldosterone to renin ratio, and that subsequent clinical care be guided by the results. We suggest that individuals with PA receive PA-specific therapy, either medical or surgical. In individuals who screen positive for PA, we suggest (1) commencement of PA-specific medical therapy in individuals who do not desire or are not candidates for surgery and in situations where the probability of lateralizing PA (excess aldosterone produced by one adrenal) is low based on screening results; and (2) aldosterone suppression testing in situations when screening results indicate an intermediate probability for lateralizing PA and individualized decision making confirms a desire to pursue eligibility for surgical therapy. In those who test positive by aldosterone suppression testing, and in those in whom screening results show a high probability of lateralizing PA (obviating the need for aldosterone suppression testing), we suggest adrenal lateralization with computed tomography scanning and adrenal venous sampling prior to deciding the treatment approach (medical vs surgical). In all individuals with PA and an adrenal adenoma, we suggest performing a 1-mg overnight dexamethasone suppression test. We suggest the use of mineralocorticoid receptor antagonists (MRAs) over epithelial sodium-channel (ENaC) inhibitors in the medical treatment of PA. We suggest the use of spironolactone over other MRAs, given its lower cost and greater availability; however, all MRAs, when titrated to equivalent potencies, are anticipated to have similar efficacy in treating PA. Thus, MRAs with greater mineralocorticoid receptor specificity and fewer androgen/progesterone receptor-mediated side effects may be preferred in some situations. In individuals receiving MRA therapy, we suggest monitoring renin and, in those whose hypertension remains uncontrolled and renin is suppressed, titrating the MRA to increase renin. Conclusion These recommendations provide a practical framework for the diagnosis and treatment of PA. They are based on currently available literature and take into consideration outcomes that are important to key stakeholders. The goal is to increase identification of individuals with PA and, by initiating PA-specific medical or surgical therapy, improve blood pressure control and reduce PA-associated adverse cardiovascular events. The guidelines also highlight important knowledge gaps in PA diagnosis and management.
Additional Considerations Regarding GLP-1RA Use and Thyroid Cancer Risk—Reply
Brito, Juan P. , Brito, Juan P , Toro-Tobón, David , McCoy, Rozalina G.

Mayo Clinic

JAMA Otolaryngology–Head & Neck Surgery | May 1, 2025 | Volume: 151 | Issue: 6 | Pages: 641

10.1001/jamaoto.2025.0602 | PMID 40310620 Get It

GLP-1RA Use and Thyroid Cancer Risk
Brito, Juan P. , Swarna, Kavya, Ospina, Naykky Singh , Toro-Tobón, David , Deng, Yihong, Mickelson, Mindy M. , Ospina, Naykky Singh , Toro-Tobon, David , Singh Ospina, Naykky , Brito, Juan P , Herrin, Jeph , Montori, Víctor M. , Umpierrez, Guillermo E. , Galindo, Rodolfo J. , Deng, Yihong , Mickelson, Mindy M , Shao, Hui , Polley, Eric C. , McCoy, Rozalina G.

Mayo Clinic

JAMA Otolaryngology–Head & Neck Surgery | January 23, 2025 | Volume: 151 | Issue: 3 | Pages: 243

10.1001/jamaoto.2024.4852 | PMID 39847346 Get It

Importance The increasing use of glucagon-like peptide-1 receptor agonists (GLP-1RA) demands a better understanding of their association with thyroid cancer. Objective To estimate the risk of incident thyroid cancer among adults with type 2 diabetes being treated with GLP-1RA vs other common glucose-lowering medications. Design, Setting, and Participants This was a prespecified secondary analysis of a target trial emulation of a comparative effectiveness study using claims data for enrollees in commercial, Medicare Advantage, and Medicare fee-for-service plans across the US. Eligible participants were adults with type 2 diabetes at moderate risk for cardiovascular disease and without history of thyroid cancer who had newly filled prescriptions for GLP-1RA, sodium-glucose cotransporter 2 inhibitor (SGLT2i), dipeptidyl peptidase-4 inhibitor (DPP4i), or sulfonylurea from January 1, 2014, to December 31, 2021. Data were analyzed February 1 to October 31, 2024. Main Outcomes and Measures Overall and piecewise (<1, 1-2, and ≥2 years since treatment initiation) hazard ratios (HRs) for thyroid cancer with use of GLP-1RA vs the other 3 drug classes were estimated using inverse propensity score weighted Cox proportional hazards models. Modified intention-to-treat (mITT) (primary) and as-treated (sensitivity) analyses were performed. Results Of 351 913 patients (mean [SD] age, 65.3 [8.5] years; 173 391 [49.3%] females and 178 522 [50.7%] males), 41 112 started treatment with GLP-1RA; 76 093, with DPP4i; 43 499, with SGLT2i; and 191 209, with sulfonylurea therapy. The numbers of patients diagnosed with thyroid cancer were 69 (0.17%) in the GLP-1RA group, 172 (0.23%) in the DPP4i group, 72 (0.17%) in the SGLT2i group, and 381 (0.20%) in the sulfonylurea group. In the mITT analysis, GLP-1RA initiation was not significantly associated with increased overall risk for thyroid cancer compared to the other 3 diabetes drugs (HR, 1.24; 95% CI, 0.88-1.76). However, the risk for thyroid cancer was significantly higher within the first year after GLP-1RA initiation (HR, 1.85; 95% CI, 1.11-3.08) and was amplified in the overall as-treated analysis that censored patients when therapy was discontinued or another medication was added (HR, 2.07; 95% CI, 1.10-3.95). Conclusions and Relevance This secondary analysis of a target trial emulation of a comparative effectiveness study found that despite the low absolute risk of thyroid cancer among patients receiving GLP-1RA therapy, there was an increased risk of new thyroid cancer diagnoses within the first year of GLP-1RA initiation compared to 3 other diabetes drugs. This finding may have been due to enhanced early detection; therefore, further research is necessary to understand the underlying causes of this association.
Effectiveness of shared decision making strategies for stroke prevention among patients with atrial fibrillation: cluster randomized controlled trial
Ozanne, Elissa M. , Barnes, Geoffrey D. , Brito, Juan P. , Cameron, Kenzie A. , Jackson, Elizabeth A. , Montori, Víctor M. , Witt, Daniel M. , Kansal, Preeti , Roden, Dan M. , Christensen, Joshua , Ariotti, Anthony , Bardsley, Tyler, Wu, Chaorong , LaVecchia, Christina M. , Kolomaya, Alexander , Cavanaugh, Kerri , Jackson, Elizabeth A , Montori, Victor M , Steinberg, Benjamin A , Witt, Daniel M , Noseworthy, Peter A , Passman, Rod , Kansal, Preeti , Crossley, George , Roden, Dan M. , Christensen, Joshua T , Ariotti, Anthony , Jones, Aubrey E , Wu, Chaorong , Fagerlin, Angela , Ozanne, Elissa M , Brito, Juan P , Cavanaugh, Kerri L. , Greene, Tom , Steinberg, Benjamin A. , Noseworthy, Peter A. , Passman, Rod , Jones, Aubrey E. , Fagerlin, Angela

Mayo Clinic

BMJ | January 9, 2025 | Volume: 388 | Issue: No issue available | Pages: e079976

10.1136/bmj-2024-079976 | PMID 39788611 Get It

Abstract Objective To evaluate the effectiveness of multiple decision aid strategies in promoting high quality shared decision making for prevention of stroke in patients with non-valvular atrial fibrillation. Design Cluster randomized controlled trial. Setting Six academic medical centers in the United States. Participants Patient participants were aged ≥18 with a diagnosis of non-valvular atrial fibrillation, at risk for stroke (CHA 2 DS 2 -VASc ≥1 for men, ≥2 for women), and scheduled for a clinical appointment to discuss stroke prevention strategies. Participating clinicians were those who manage stroke prevention strategies for participating patients. Intervention Patients were randomized to use a patient decision aid or usual care; clinicians were randomized to use an encounter decision aid or usual care with all participating patients. Main outcome measures Primary outcome measures were quality of shared decision making measured by OPTION12, knowledge of atrial fibrillation and its management, and decisional conflict. Results 1117 participants across six sites were included in the analysis. Compared with usual care, the combined use of both the patient decision aid and the encounter decision aid improved the quality of shared decision making (adjusted mean difference 12.1 (95% confidence interval (CI) 8.0 to 16.2; P<0.001), improved patients’ knowledge (odds ratio 1.68 (95% CI 1.35 to 2.09; P<0.001), and reduced patients’ decisional conflict (adjusted mean difference −6.3 (95% CI −9.6 to −3.1; P<0.001). Statistically significant improvements were also observed with the encounter decision aid alone versus usual care for all three outcomes and with the patient decision aid alone versus usual care for quality of shared decision making and knowledge. No important differences were observed in treatment choices for stroke prevention or in participants’ satisfaction. No statistically significant difference in the length of visit across study groups was detected. Conclusion Patients who received any decision aid (encounter decision aid, patient decision aid, or both) had lower decisional conflict, better shared decision making, and greater knowledge than those receiving no decision aid, except for the effect of the patient decision aid on decisional conflict, which did not reach statistical significance. The study establishes that use of either pre-visit or in-visit decision aids individually or in combination is advantageous compared with usual care. Trial registration ClinicalTrials.gov NCT04357288 .
Thyroid Cancer Risk with GLP-1 Receptor Agonists: Evidence, Knowledge Gaps, and the Path Forward
Toro-Tobón, David , Ospina, Naykky Singh , Brito, Juan P. , Toro-Tobon, David , Singh Ospina, Naykky , Brito, Juan P

Mayo Clinic

Thyroid® | January 8, 2025 | Volume: 35 | Issue: 1 | Pages: 3-5

10.1089/thy.2024.0690 | PMID 39772719 Get It

Developing a framework for understanding diagnostic reconciliation based on evidence review, stakeholder engagement, and practice evaluation
Perneth, Sandra Algarin, Brito, Juan P. , Gandhi, Tejal K. , Hargraves, Ian , Ospina, Naykky Singh , Algarin Perneth, Sandra, Singh Ospina, Naykky , Brito, Juan P , Garcia, Gilberto Perez Rodriguez, Bylund, Carma L.

Mayo Clinic

Diagnosis | December 8, 2024 | Volume: 12 | Issue: 1 | Pages: 45-52

10.1515/dx-2024-0132 | PMID 39648180 Get It

Abstract Objectives Diagnostic reconciliation is the collaborative process between patients and clinicians to create and reconcile evidence-based, feasible, and desirable care plans. However, the specific components of this process remain unclear. The objective of this study was to develop the first comprehensive framework to elucidate the diagnostic reconciliation process. Methods We followed a multi-step and iterative approach to develop the framework, including a focused systematic review of diagnostic conversations, quantitative evaluation of recordings of real-life clinical visits recordings, and stakeholder engagement (e.g., patients, clinicians, researchers). Results We identified 17 potential components to the process of diagnostic reconciliation through literature review and stakeholder engagement. After review of 56 clinical visits and further stakeholder engagement, we developed a final framework including four categories: 1) understanding the need for a test/referral, 2) logistics of test/referral scheduling, 3) test/referral information, and 4) test/referral results. Conclusions The proposed framework lays the foundation for evaluation and improvement of diagnostic conversations in practice. Clinicians can enhance patient-centered diagnosis by co-creating diagnostic plans of care in practice and using the components described in the novel diagnostic reconciliation framework.