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597 citation(s) found for "Saá, Paula".

Development, Evaluation, and Multisite Deployment of a Machine Learning Decision Tree Algorithm To Optimize Urinalysis Parameters for Predicting Urine Culture Positivity
Seheult, Jansen N. , Stram, Michelle , Contis, Lydia, Pontzer, Raymond E., Hardy, Stephanie , Wertz, William , Baxter, Carla, Ondras, Michael, Kip, Paula L. , Snyder, Graham M. , Pasculle, A. William , Stram, Michelle N , Seheult, Jansen N

Journal of Clinical Microbiology | May 25, 2023 | Volume: 61 | Issue: 6 | Pages: No page available

10.1128/jcm.00291-23 | PMID 37227272 Get It

PittUDT, a recursive partitioning decision tree algorithm for predicting urine culture (UC) positivity based on macroscopic and microscopic urinalysis (UA) parameters, was developed in support of a broader system-wide diagnostic stewardship initiative to increase appropriateness of UC testing. Reflex algorithm training utilized results from 19,511 paired UA and UC cases (26.8% UC positive); the average patient age was 57.4 years, and 70% of samples were from female patients.
B08 IDECABTAGENE VICLEUCEL VERSUS STANDARD REGIMENS IN PATIENTS WITH TRIPLE-CLASS–EXPOSED RELAPSED AND REFRACTORY MULTIPLE MYELOMA: KARMMA-3 A PHASE 3 RANDOMIZED CONTROLLED TRIAL
Arnulf, Bertrand , Patel, Krina K. , Manier, Salomon , Vij, Ravi , Solomon, Scott R. , Delforge, Michel, Truppel-Hartmann, Anna, Yang, Zhihong, Favre-Kontula, Linda, Wu, Frank Shao-Ying , Piasecki, Julia , Rodríguez‐Otero, Paula , Ailawadhi, Sikander , Cavo, Michèle , Nooka, Ajay K. , Callander, Natalie S. , Costa, Luciano J. , Bahlis, Nizar Jacques , Moreau, Philippe , Berdeja, Jesús G. , Cook, Mark , Giralt, Sergio

HemaSphere | May 10, 2023 | Volume: 7 | Issue: S2 | Pages: 7-8

10.1097/01.hs9.0000936124.56965.24 Get It

Polymorphisms within Autophagy-Related Genes as Susceptibility Biomarkers for Multiple Myeloma: A Meta-Analysis of Three Large Cohorts and Functional Characterization
Clavero, Esther, Sánchez‐Maldonado, José Manuel , Macauda, Angelica , Sampaio‐Marques, Belém , Jurczyszyn, Artur , Clay‐Gilmour, Alyssa , Stein, Angelika, Weinhold, Niels , Buda, Gabriele , García‐Sánz, Ramón , Tomczak, Waldemar , Vogel, Ulla , Jerez, Andrés , Zawirska, Daria , Wątek, Marzena , Landi, Stefano , Spinelli, John J. , Butrym, Aleksandra , Martínez‐López, Joaquín , Galimberti, Sara , Sarasquete, María Eugenia , Subocz, Edyta , Iskierka‐Jazdzewska, Elżbieta , Giles, Graham G. , Rybicka‐Ramos, Malwina, Kruszewski, Marcin , Abildgaard, Niels , Verdejo, Francisco García, Sánchez‐Rovira, Pedro , Filho, Miguel Inácio da Silva, Kádár, Katalin , Raźny, Małgorzata , Pelosini, Matteo , Jurado, Manuel , Bhatti, Parveen , Dudziński, Marek , Druzd‐Sitek, Agnieszka , Li, Yang , Zaucha, Jan Maciej , Reis, Rui Manuel , Markiewicz, Mirosław , Rodríguez‐Sevilla, Juan José , Andersen, Vibeke , Hemminki, Kari , Berndt, Sonja I. , Rajkumar, Vicent, Mazur, Grzegorz , Kumar, Shaji , Ludovico, Paula , Nagler, Arnon , Machiela, Mitchell J. , Várkonyi, Judit , Camp, Nicola J. , Ziv, Elad , Brown, Elizabeth E. , Campa, Daniele , Vachon, Celine M. , Netea, Mihai G. , Canzian, Federico , Försti, Asta , Sáinz, Juan , Martinez-Lopez, Joaquin , Sampaio-Marques, Belém , Jurczyszyn, Artur , Clay-Gilmour, Alyssa, Tomczak, Waldemar , Vogel, Ulla , Jerez, Andrés , Landi, Stefano , Butrym, Aleksandra , Galimberti, Sara , Subocz, Edyta , Iskierka-Jazdzewska, Elżbieta , Giles, Graham G , Kadar, Katalin , Li, Yang , Zaucha, Jan Maciej , Reis, Rui Manuel , Markiewicz, Miroslaw , Rodríguez-Sevilla, Juan José , Andersen, Vibeke , Hemminki, Kari , Mazur, Grzegorz , Ludovico, Paula , Canzian, Federico , Försti, Asta , Sainz, Juan , Martinez-Lopez, Joaquin , Garcia-Sanz, Ramon , Bhatti, Parveen , Ziv, Elad , Machiela, Mitchell J , Watek, Marzena , Martinez-Lopez, Joaquin , Horst, Rob ter , Hildebrandt, Michelle A.T. , Hofmann, Jonathan N. , Kumar, Abhishek , Verdejo, Francisco José García, Cozen, Wendy , Orciuolo, Enrico , Norman, Aaron D. , Jamroziak, Krzysztof , Chanock, Stephen Jacob , Dumontet, Charles , Vangsted, Annette Juul , Vachon, Celine M. , Netea, M. G.

International Journal of Molecular Sciences | May 10, 2023 | Volume: 24 | Issue: 10 | Pages: 8500

10.3390/ijms24108500 | PMID 37239846 Get It

Multiple myeloma (MM) arises following malignant proliferation of plasma cells in the bone marrow, that secrete high amounts of specific monoclonal immunoglobulins or light chains, resulting in the massive production of unfolded or misfolded proteins. Autophagy can have a dual role in tumorigenesis, by eliminating these abnormal proteins to avoid cancer development, but also ensuring MM cell survival and promoting resistance to treatments. To date no studies have determined the impact of genetic variation in autophagy-related genes on MM risk. We performed meta-analysis of germline genetic data on 234 autophagy-related genes from three independent study populations including 13,387 subjects of European ancestry (6863 MM patients and 6524 controls) and examined correlations of statistically significant single nucleotide polymorphisms (SNPs; p < 1 × 10−9) with immune responses in whole blood, peripheral blood mononuclear cells (PBMCs), and monocyte-derived macrophages (MDM) from a large population of healthy donors from the Human Functional Genomic Project (HFGP). We identified SNPs in six loci, CD46, IKBKE, PARK2, ULK4, ATG5, and CDKN2A associated with MM risk (p = 4.47 × 10−4−5.79 × 10−14). Mechanistically, we found that the ULK4rs6599175 SNP correlated with circulating concentrations of vitamin D3 (p = 4.0 × 10−4), whereas the IKBKErs17433804 SNP correlated with the number of transitional CD24+CD38+ B cells (p = 4.8 × 10−4) and circulating serum concentrations of Monocyte Chemoattractant Protein (MCP)-2 (p = 3.6 × 10−4). We also found that the CD46rs1142469 SNP correlated with numbers of CD19+ B cells, CD19+CD3− B cells, CD5+IgD− cells, IgM− cells, IgD−IgM− cells, and CD4−CD8− PBMCs (p = 4.9 × 10−4−8.6 × 10−4) and circulating concentrations of interleukin (IL)-20 (p = 0.00082). Finally, we observed that the CDKN2Ars2811710 SNP correlated with levels of CD4+EMCD45RO+CD27− cells (p = 9.3 × 10−4). These results suggest that genetic variants within these six loci influence MM risk through the modulation of specific subsets of immune cells, as well as vitamin D3−, MCP-2−, and IL20-dependent pathways.
Modeling of Aryl Hydrocarbon Receptor Pathway Intrinsic Immunometabolic Role using Glioblastoma Stem Cells and Patient-Derived Organoids (P11-13.004)
Watanabe, Fumihiro, Hollingsworth, Ethan W. , Quiñones‐Hinojosa, Alfredo , Imitola, Jaime , Watanabe, Fumihiro, Bartley, Jenna M. , Schiapparelli, Paula , Imitola, Jaime

Neurology | April 28, 2023 | Volume: 100 | Issue: 17_supplement_2 | Pages: No page available

10.1212/wnl.0000000000204012 Get It

Patient-Derived Organoids Recapitulate Intrinsic Immune Landscapes and Progenitor Populations of Glioblastoma. (P11-13.003)
Watanabe, Fumihiro, Hollingsworth, Ethan W. , Hester, Mark W., Quiñones‐Hinojosa, Alfredo , Imitola, Jaime , Watanabe, Fumihiro, Hester, Mark, Schiapparelli, Paula , Imitola, Jaime

Neurology | April 28, 2023 | Volume: 100 | Issue: 17_supplement_2 | Pages: No page available

10.1212/wnl.0000000000203991 Get It

Brazilian consensus for diagnosis, management and treatment of hereditary transthyretin amyloidosis with peripheral neuropathy: second edition
Pinto, Marcus Vinícius , França, Marcondes C. , Gonçalves, Marcus Vinícius Magno , Machado‐Costa, Marcela Câmara , Gondim, Francisco de Assis Aquino , Marrone, Carlo Domênico , Martínez, Alberto , Moreira, Carolina Lavigne , Nascimento, Osvaldo J. M. , Covaleski, Anna Paula Paranhos Miranda , Pupe, Camila , Rotta, Francisco Tellechea , Scola, Rosana Hermínia , Marques, Wilson , França, Marcondes Cavalcante , Freitas, Marcos Raimundo Gomes de , Gondim, Francisco de Assis Aquino , Marrone, Carlo Domenico , Martinez, Alberto Rolim Muro , Moreira, Carolina Lavigne , Nascimento, Osvaldo J M , Covaleski, Anna Paula Paranhos , Oliveira, Acary Souza Bulle de , Pupe, Camila Castelo Branco , Rodrigues, Marcia Maria Jardim , Rotta, Francisco Tellechea , Scola, Rosana Herminia , Marques, Wilson , Waddington-Cruz, Márcia , Pinto, Marcus V , Waddington‐Cruz, Márcia

Arquivos de Neuro-Psiquiatria | April 14, 2023 | Volume: 81 | Issue: 03 | Pages: 308-321

10.1055/s-0043-1764412 | PMID 37059440 Get It

AbstractHereditary transthyretin amyloidosis with peripheral neuropathy (ATTRv-PN) is an autosomal dominant inherited sensorimotor and autonomic polyneuropathy with over 130 pathogenic variants identified in the TTR gene. Hereditary transthyretin amyloidosis with peripheral neuropathy is a disabling, progressive and life-threatening genetic condition that leads to death in ∼ 10 years if untreated. The prospects for ATTRv-PN have changed in the last decades, as it has become a treatable neuropathy. In addition to liver transplantation, initiated in 1990, there are now at least 3 drugs approved in many countries, including Brazil, and many more are being developed. The first Brazilian consensus on ATTRv-PN was held in the city of Fortaleza, Brazil, in June 2017. Given the new advances in the area over the last 5 years, the Peripheral Neuropathy Scientific Department of the Brazilian Academy of Neurology organized a second edition of the consensus. Each panelist was responsible for reviewing the literature and updating a section of the previous paper. Thereafter, the 18 panelists got together virtually after careful review of the draft, discussed each section of the text, and reached a consensus for the final version of the manuscript.
Comparison of complications for cirrhotic versus non-cirrhotic patients undergoing pancreaticoduodenectomy
Valencia, Paula Spang, Porrazzo, Gina, Almerey, Tariq , Zamorano, Alicia Amairan G. , Stauffer, John

No container title available | April 6, 2023 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-2777933/v1 Get It

Abstract Purpose To compare the outcomes between patients with cirrhosis and those without who have undergone pancreatoduodenectomy (PD) in our institution. Methods A review of patients undergoing PD from the time period of January 2010 to December 2020 was performed. Patients that have undergone open or laparoscopic PD and had liver cirrhosis diagnosed prior to surgery were included and matched on a 1:2 basis with non-cirrhotic patients based on age, gender, Eastern Cooperative Oncology Group (ECOG) and date of surgery. Data was obtained from our medical records and ten major postoperative complications variables were compared to the matched group. Results Overall, 16 patients with cirrhosis were compared to 32 matched controls. No significant differences were found in pancreatic fistula (18.8% vs. 21.8%; P = 1.000), hemorrhage (6.3% vs. 6.2%; P = 1.000), delayed gastric emptying (6.3% vs. 15.6%; P = 0.648), wound infection (0% vs. 9.3%; P = 0.541) intraabdominal abscess (31.2% vs 6.2%; 0.4998) for cirrhotic vs. non-cirrhotic respectively. There were no postop ileus, gastric fistula, mesenteric portal thrombosis, biliary fistula, abdominal ischemic event in either group. The average length of stay for both groups was similar (6.9 vs. 9.3 days; P = 0.4019). There were no mortalities and major morbidity was similar (37.5% vs 34.3%;P = 0.3549). One patient required readmission for liver-related decompensation with full recovery. Conclusion PD in patients with cirrhosis can be safe and feasible in well-selected patients. In a high-volume institution, postoperative complications are similar to those patients without cirrhosis of the liver
Abstract 5058: Impact of dexamethasone on chemotherapy response in ovarian cancer
Venkatachalam, Annapoorna , McGehee, Cordelia D. , Finstuen-Magro, Sarah, VanBlaricom, Jamison L., Schneider, Paula A., Peterson, Kevin L. , Heinzen, Ethan P. , Hou, Xiaonon, Oberg, Ann L. , Weroha, Saravut J., Correia, Cristina , Finstuen-Magro, Sarah, Larson, Melissa C. , Kaufmann, Scott H.

Cancer Research | April 5, 2023 | Volume: 83 | Issue: 7_Supplement | Pages: 5058-5058

10.1158/1538-7445.am2023-5058 Get It

Abstract Background: Ovarian cancer ranks fifth in cancer deaths among women. The gold standard of care for advanced disease includes cytoreductive surgery along with adjuvant or neoadjuvant platinum/taxane-based chemotherapy. Although response to this treatment is high, chemotherapy-induced nausea and vomiting due to platinum agents and allergic reactions due to both agents are common. For nearly half a century, the glucocorticoid (GC) dexamethasone (DEX) has been administered as part of supportive care. However, there have periodically been questions about the possible deleterious effects of DEX on chemotherapy response, especially in solid tumors. Methods: Platinum-sensitive, glucocorticoid receptor (GRα) expressing ovarian cancer cells were exposed to DEX prior to chemotherapy and clonogenic survival was assessed. The effects of DEX on cell cycle and apoptosis were assessed by flow cytometry. Changes in the tumor cell transcriptome after acute DEX treatment were determined by RNA sequencing. Mice bearing orthotopic ovarian cancer patient-derived xenografts (PDXs) were treated with chemotherapy ± DEX to assess changes in chemotherapy response in vivo. Findings: DEX pre-treatment decreased platinum cytotoxicity in ovarian cancer cell lines in vitro and diminished platinum response in some PDXs analyzed for chemotherapy response ex vivo. RNA-seq analysis revealed changes in transcripts encoding proteins involved in platinum detoxification and TNFα pro-survival signaling. In ovarian cancer PDXs, DEX decreased platinum response in one model and had limited impact on both platinum and platinum/taxane chemotherapy in three distinct studies. Interpretation: DEX appears to modulate chemotherapy response in some settings in vitro and ex-vivo. The impact of DEX on chemotherapy response in vivo appears to be limited. However, further investigation of this question in vivo in non-immunosuppressed murine models appears warranted. Citation Format: Annapoorna Venkatachalam, Cristina Correia, Cordelia D. Mcgehee, Sarah Finstuen-Magro, Jamison VanBlaricom, Paula A. Schneider, Kevin L. Peterson, Ethan P. Heinzen, Melissa C. Larson, Xiaonon Hou, Ann L. Oberg, Saravut John Weroha, Scott H. Kaufmann. Impact of dexamethasone on chemotherapy response in ovarian cancer. [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 5058.
Abstract 2356: Aberrant TIMP-1 secretion by tumor-associated fibroblasts is a major contributor to the selective positive response to nintedanib in lung adenocarcinoma
Duch, Paula , Gabasa, Marta , Ikemori, Rafael , Díaz‐Valdivia, Natalia , Hilberg, Frank , Reguart, Noemı́ , Radisky, Derek C. , Alcaraz, Jordi

Cancer Research | April 5, 2023 | Volume: 83 | Issue: 7_Supplement | Pages: 2356-2356

10.1158/1538-7445.am2023-2356 Get It

Abstract Adenocarcinoma (ADC) and Squamous Cell Carcinoma (SCC) are the most frequent histologic subtypes of lung cancer, and both are rich in activated/myofibroblast-like tumor-associated fibroblasts (TAFs). Nintedanib is a potent antifibrotic drug that targets the tumor stroma and is clinically approved to treat advanced lung ADC patients owing to the survival benefits observed in the LUME-1 clinical trial in ADC but not SCC patients. Although the mechanism underlying the ADC-selective therapeutic effects of nintedanib remained poorly understood, we have previously reported that nintedanib abrogates the pro-tumoral traits of the secretome of ADC-TAFs but not SCC-TAFs, suggesting that secreted factor(s) in ADC-TAFs may be implicated. In addition, we recently unveiled an ADC-specific tumor-promoting crosstalk between TAFs and cancer cells driven by TIMP-1 and CD63, whereas others have shown that TIMP-1 is a molecular target of nintedanib. However, it remains unknown if TIMP-1 is involved in the ADC-selective benefits of nintedanib. To address this question, we used patient-derived TAFs obtained with the patient’s informed consent and using protocols approved by the Ethics Committee of the Hospital Clinic. We treated TGF-β1-activated ADC-TAFs and SCC-TAFs with nintedanib and determined the content of TIMP-1 in their conditioned medium by ELISA. Moreover, we used cell-based functional assays and tumor xenografts after knocking-down TIMP-1 in TAFs by siRNA to examine how silencing TIMP-1 altered their response to nintedanib. By analyzing TCGA data and the human protein atlas, we found that TIMP-1 is consistently upregulated in ADC compared to SCC tumors both at the mRNA and protein levels. Moreover, TCGA data revealed that TIMP-1 is increased in tumors compared to paired control tissue in ADC but not SCC. In culture, we observed that TIMP-1 secretion was higher in ADC-TAFs than SCC-TAFs, and that this secretion was downregulated by nintedanib to a larger extent in ADC-TAFs compared to SCC-TAFs. In vivo analyses revealed that ADC cells co-injected with fibroblasts silenced for TIMP-1 as in SCC-TAFs into immunocompromised mice exhibited a less invasive growth pattern compared to tumors bearing control fibroblasts. In addition, we observed that the inhibition of the pro-tumoral secretome of ADC-TAFs elicited by nintedanib was abrogated upon knocking-down TIMP-1 in TAFs both in vitro and in vivo. Collectively, these results reveal that the high secretion of TIMP-1 in ADC-TAFs render them more responsive to nintedanib, whereas the low TIMP-1 secretion of SCC-TAFs may be a major contributor to the selective resistance of SCC patients to nintedanib. Moreover, our results identify TIMP-1 as a promising predictive biomarker of nintedanib responses. Citation Format: Paula Duch, Natalia Díaz-Valdivia, Marta Gabasa, Rafael Ikemori, Frank Hilberg, Noemí Reguart, Derek Radisky, Jordi Alcaraz. Aberrant TIMP-1 secretion by tumor-associated fibroblasts is a major contributor to the selective positive response to nintedanib in lung adenocarcinoma [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 2356.
Abstract PD18-01: Adjuvant Trastuzumab Emtansine Versus Paclitaxel plus Trastuzumab for Stage I HER2+ Breast Cancer: 5-year results and correlative analyses from ATEMPT (TBCRC033)
Tayob, Nabihah , Dang, Chau T. , Isakoff, Steven J. , Valero, Vicente , Faggen, Meredith, Mulvey, Therese M. , Bose, Ron , Weckstein, Douglas, Reeder‐Hayes, Katherine E. , Rugo, Hope, Ramaswamy, Bhuvaneswari , Zuckerman, Dan Sayam , Hart, Lowell L., Gadi, Vijayakrishna K. , Constantine, Michael, Cheng, Kit , Garrett, Audrey Merrill, Albain, Kathy S. , DeFusco, Patricia, Tung, Nadine, Ardman, Blair, Nanda, Rita , Jankowitz, Rachel C. , Rimawi, Mothaffar F. , Pohlmann, Paula R. , Poznak, Catherine Van , Forero-Torres, Andres , Liu, Minetta C. , Ruddy, Kathryn, Waks, Adrienne G. , DeMeo, Michelle K. , Burstein, Harold J. , Partridge, Ann, Viale, Giuseppe , Hui, Winnie W. , Schneider, Bryan P. , Krop, Ian E. , Tolaney, Sara M. , Rimawi, Mothaffar , Pohlmann, Paula , Tarantino, Paolo , Yardley, Denise Aysel , Wolff, Antonio C. , Marcom, Paul Kelly , Tung, Nadine , Abramson, Vandana G. , Ruddy, Kathryn J. , Zheng, Yue , Barroso‐Sousa, Romualdo , DiLullo, Molly K. , Curigliano, Giuseppe , Winer, Eric P. , Mittendorf, EA , Prat, Aleix

Cancer Research | March 2, 2023 | Volume: 83 | Issue: 5_Supplement | Pages: PD18-01-PD18-01

10.1158/1538-7445.sabcs22-pd18-01 Get It

Abstract Background: The ATEMPT trial primary analysis found that one year of adjuvant trastuzumab emtansine (T-DM1) achieved a 3-year iDFS of 97.8% for patients with stage I HER2+ breast cancer, but was not associated with fewer clinically relevant toxicities (CRTs) compared with paclitaxel and trastuzumab (TH). In this end-of-study analysis, we report 5-year survival outcomes and correlative analyses from the trial. Methods: Patients with stage I centrally confirmed HER2+ breast cancer were randomly assigned 3:1 to adjuvant T-DM1 for one year or TH and received T-DM1 3.6 mg/kg IV every 3 weeks for 17 cycles or paclitaxel 80 mg/m2 IV with weekly trastuzumab IV followed by trastuzumab for 9 months. The co-primary objectives were to compare the incidence of CRTs between the 2 arms and to evaluate iDFS in patients receiving T-DM1. To investigate proteomic correlates of recurrence, spatial proteomic analyses were performed on samples from 13 patients experiencing iDFS events (cases) and 24 matched controls using the NanoString GeoMx Digital Spatial Profiler. The impact of HER2 heterogeneity on outcomes was investigated among 17 cases and 51 matched controls by fluorescence in-situ hybridization (FISH). HER2 genetic heterogeneity was assessed by scrutinizing the whole tumor area and defined as the occurrence of HER2 gene amplification in &gt;5% but &lt; 50% invasive tumor cells. The risk of recurrence was evaluated centrally with the HER2DX genomic assay from 225 primary tumor samples. Germline whole genome sequencing (WGS) was conducted among 55 patients experiencing T-DM1-induced thrombocytopenia and/or bleeding and 55 matched controls to identify genomic correlates for this side effect. Results: A total of 497 patients who initiated protocol therapy were included in this analysis (383 T-DM1 and 114 TH). After a median follow up 5.8 years, among patients receiving T-DM1 there were a total of 11 iDFS events, with 3 distant recurrences. The 5-year iDFS for T-DM1 was 97.0% (95% CI, 95.3-98.8%), the 5-year recurrence-free interval (RFI) was 98.6% (95% CI: 97.4-99.8%) and the 5-year overall survival (OS) for T-DM1 was 97.8 % (95% CI, 96.3-99.3%). Although the study was not powered to evaluate the efficacy of TH, among the 114 patients receiving TH, a total of 9 iDFS events were observed, including 2 distant events; the 5-year iDFS with TH was 91.3% (95% CI: 86.0-96.9%), 5-year RFI was 93.3% (95% CI: 88.6-98.2%) and 5-year OS was 97.9% (95% CI: 95.2-100%). A total of 56 samples were evaluable for heterogeneity analyses, among which 14% (n=8) harbored HER2 genetic heterogeneity. Spatial proteomic analyses found that NF1 (adjusted p=0.72 × 10-6) and CTLA-4 (adjusted p=0.15 × 10-3) were significantly upregulated in primary samples from cases, while cleaved caspase 9, CD25, GITR, ICOS, p53 and PD-L2 were significantly upregulated in controls (all with adjusted p&lt; 0.05). Germline WGS found that the top gene associations with thrombocytopenia and thrombocytopenia or bleeding were ALMS1 (p=0,19 × 10-3) and APBA3 (p=0,23 × 10-3), respectively, although none reaching the threshold for genome wide significance. rs62143195 and rs114169776 were the top single nucleotide polymorphisms associated with thrombocytopenia and thrombocytopenia or bleeding, respectively. Data on the impact of HER2 heterogeneity and of HER2DX score on survival outcomes will be presented. Conclusion: With longer follow-up, adjuvant T-DM1 confirmed outstanding long-term outcomes among patients with stage I HER2+ breast cancer, demonstrating a 5-year RFI of 98.6%. Spatial proteomic analyses identified a potential association between NF1 and CTLA-4 expression with recurrence. Details on the impact of HER2 heterogeneity and HER2DX assay on prognosis will be presented. Citation Format: Paolo Tarantino, Nabihah Tayob, Chau T Dang, Denise Yardley, Steven J. Isakoff, Vicente Valero, Meredith Faggen, Therese Mulvey, Ron Bose, Douglas Weckstein, Antonio C. Wolff, Katherine Reeder-Hayes, Hope Rugo, Bhuvaneswari Ramaswamy, Dan Zuckerman, Lowell Hart, Vijayakrishna K. Gadi, Michael Constantine, Kit Cheng, Audrey Merrill Garrett, Paul K. Marcom, Kathy S. Albain, Patricia DeFusco, Nadine Tung, Blair Ardman, Rita Nanda, Rachel C. Jankowitz, Mothaffar Rimawi, Vandana Abramson, Paula R. Pohlmann, Catherine Van Poznak, Andres Forero-Torres, Minetta C. Liu, Kathryn Ruddy, Yue Zheng, Romualdo Barroso-Sousa, Adrienne Waks, Michelle K. DeMeo, Molly K. DiLullo, Giuseppe Curigliano, Harold Burstein, Ann Partridge, Eric Winer, Giuseppe Viale, Winnie Hui, Elizabeth A. Mittendorf, Bryan P. Schneider, Aleix Prat, Ian Krop, Sara Tolaney. Adjuvant Trastuzumab Emtansine Versus Paclitaxel plus Trastuzumab for Stage I HER2+ Breast Cancer: 5-year results and correlative analyses from ATEMPT (TBCRC033) [abstract]. In: Proceedings of the 2022 San Antonio Breast Cancer Symposium; 2022 Dec 6-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2023;83(5 Suppl):Abstract nr PD18-01.