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Friday Five: Abbott and Roche win FDA decisions as AI-device evidence gap draws scrutiny

on August 28, 2026

abbott AI regulation Clinical Evidence eli lilly generative glucose HER2 companion diagnostics Ketones medical-device AI Preventive monitoring Roche (company) United States Food and Drug Administration Ziihera

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death risk reduction debt maturity extension debt obligations decade-long safety test deceptive deceptive marketing decision day decision science declaratory judgment defactinib deficiencies degrader degree of relationship - exchange delayed readout delgocitinib delist delivery options demerger demyelination dencatistat depression drug deprioritization deputy commissioner deruxtecan-nxki deucrictibant XR developmental restoration device regulation dexmedetomidine diabetes drugs diagnostic kit diagnostics industry diazoxide choline difficult-to-treat psoriasis digestive health startup digital coaching digital cognitive assessments digital dermatology digital enablement digital endpoints digital health ecosystem digital health records digital health regulation digital health screener digital infrastructure digital marketing digital medicine digital microfluidics digital pathology prognostic test digital quality systems digital solutions digital therapeutic digital tools digital twin diluted cardiomyopathy dimethylethylsilylimidazole direct-to-consumer ( DTC ) direct-to-patient model director director firing directors disability services disciplined discounts discovery engine discovery market disease activity disease awareness disease clinical trials disease control rate disease drug disease flexibility disease program disease research disease sales disease therapies disease treatment disease vouchers disease-modifying treatment disorder control (procedure) disordered proteins disparagement dissolvable distributor network divestiture divestitures domestic pharmaceutical industry domestic production domestic supply chain dopamine doravirine doravirine/islatravir dose-response dotatate doubt downsides downsizing downturn draft report drinking levels drug activity drug ads drug affordability drug application drug approval outlook drug candidates drug collaboration drug combo drug competition drug conjugates drug delivery innovation drug delivery platform drug 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estate estrogens etalanetug etanercept etisparvovec etisparvovec-hopf etrolizumab evaluation event cycle everolimus evidence-based exagamglogene autotemcel exclusivity extension executive actions executive chair executive changes executive compensation executive exits executive survey executive team executive vice president existential threats expanded label expansions expedited pathway experts booted expirations exploitation external control group external controls external partnerships extrahepatic RNAi eye disease trial eye treatment facilities facility closure facility consolidation factor XIIa factory closure fam-trastuzumab fantasy-romance farabursen farm-to-hospital faster fat loss fat reduction federal AI federal agencies federal courts federal directives federal grants federal workers fee structure fentanyl fesoterodine fibroblast immunology fibrodysplasia fibrosing fibrotic diseases fidrisertib field ablation figures filing checklist final analysis financial compliance 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secretase inhibitor gamma-linolenic acid garadacimab-gxii garetosmab-grts gastric inhibitory polypeptide receptor gastroenteropancreatic neuroendocrine tumors gastrointestinal gemcitabine intravesical system gemcitabine releasing system gene delivery process gene editing trial gene editor gene modulation gene synthesis gene therapy platforms gene variants gene writing gene-editing therapy gene-silencing general practice (field) general-purpose generative generative design generative models generic competition generic manufacturing generic medications generic semaglutide generic tirzepatide generics revenue generics slump genetic cell genetic diagnosis genetic dilated cardiomyopathy genetic epilepsies genital lesion reduction genome engineering genome screening genomic analysis genomic drug discovery genomic medicines genomics AI genotoxicity geographic population geopolitical factors geopolitical risk glatiramer acetate global approval global commercialization global commercialization rights global competition global competitiveness global drug development global drug pipeline global growth strategy global headquarters global health programs global health security global license agreement global net sales global network global price global research collaboration global sales global strategic R&D center global strategic collaboration global strategic partnership global strategy global trade tensions global trial global workforce reduction glucose glycoengineering glycosylation go-to-market models golden decade golimumab golukibart government events government programs government review governmental engagement grace granite grant cancellation graph neural networks green energy green list green manufacturing gross profit growth Z-score growth drivers growth opportunities growth products guidance raise guidance revision guidance upgrade guidances gusacitinib hair loss treatment halt hand sensation hands-free harassment head-to-head psoriasis head-to-head trial headcount health coverage health data privacy health industry health information health officials health prediction health records health system partnerships health systems health tech venture health tracking health workers healthcare IPO healthcare IT healthcare agencies healthcare analytics healthcare appointments healthcare artificial intelligence healthcare benchmark healthcare budget healthcare changes healthcare data healthcare executive healthcare finance healthcare financial performance healthcare infrastructure healthcare innovation healthcare interoperability healthcare legislation healthcare marketing trends healthcare marketplace healthcare operational healthcare operations healthcare payments healthcare specialist healthcare spending healthcare startup healthcare startups healthcare trends healthcare venture healthcare workflow healthspan healthy lifespan healthy longevity heart drug heart events heart risk-benefit debate guidelines heavy drinking height velocity hematologic cancers 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imaging AI imaging biomarker immune compromise immune disorder therapy immune mapping immune profiling immune protection immune reset immune signaling pathways immune system reprogramming immune-based cancer cell therapies immune-related adverse events immuno-dermatology immuno-fibrosis immunocytokine immunoglobulin G immunology drug development immunotherapy drugs implantable device implementing import rules import taxes impression (attitude) impurity in situ in vivo studies in vivo therapy in-office inaxaplin incidents inclacumab incretin secretagogue incretin therapy indictment individual choice individual-based decision-making induction trials ineffective efforts infant infestation inflammatory biomarkers influenza prevention information session inhaled drugs inhaled lung disease inhaled therapies inidascamine initiation protocol injectable obesity therapy injectables innovate innovation centre innovation grants innovation pipeline innovation strategy innovative drugs innovative trial inorganic pyrophosphate inpatient insider insider trading insolvency insulin delivery insulin efsitora insulin icodec-abae insulin production insulin resistance trends integrated decision-making integrated solutions interferon pathway interleukin-11 interleukin-23 receptor activity interleukin-3 interleukin-4 intermediate-risk internal disagreement internal rate internal tensions international drug international drug benchmarks international operations international pricing international reference pricing international trade internet phrase internship intestinal growth intisemeran intra-abdominal infections intracortical microstimulation intraoperative guidance intrathecal delivery intrathecal formulation intravenous delivery intravenous formula investigator-initiated trials investment cutback investment grants investor appetite investor reaction investor rescue investor scrutiny investor sentiment ion channel program irAE isatuximab isolator technology issuance itolizumab itraconazole ixekizumab ixovec iza-bren izalontamab judgment jumping gene jumping genes juniper tar jurisdiction jury kickback scheme kidney drug kidney therapeutics kilobase pairs kinase inhibitor [EPC] kininogenase knockoffs kynurenic acid kyron.bio lab results label extension label update labeling change labeling changes laboratory modernization laboratory reform programme lack of lack of transparency lackluster data lanifibranor large-scale manufacture laromestrocel late recurrence risk late-stage assets late-stage clinical development late-stage pipeline late-stage testing launch expenses launch sequencing lawmakers layoff leaders leadership shake-up league lean muscle lecanemab-irmb legacy cancer legacy operations legal concerns legal victory legality lenacapavir weekly lenalidomide lender takeover lentiviral vectors letrozole leuprolide levacetylleucine levodopa levosimendan levy liability frameworks license suspension licensing dispute licensing restrictions lidERA life science 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medical advancements medical affairs reputation medical benchmarks medical breakthroughs medical data medical device company medical documentation AI medical freedom medical groups medical jargon medical leadership medical loss ratio medical review medical spas medical supplies medical supply chain medical technology exemptions medical wearables medical-device AI medtech industry meeting cancellation mega depots megadeal megascale melanin-concentrating hormone member membranoproliferative glomerulonephritis men 's health menen inhibitor mental health innovation mepolizumab merger cancellation merger termination mesothelin metabolic dysfunction-associated steatohepatitis metabolic medicines metagenomic sequencing metastasis-free metastatic solid tumors metastatic triple-negative breast cancer mezigdomide mezigitamab mice studies microcystic lymphatic malformations microdosing microneedle patches microneedles microparticle technology microservices mid-2030s mid-stage middle dose 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pause recommendation pay-for-delay payer paying payload payors peak sales pediatric brain cancer pediatric diseases pediatric dosage pediatric drug designation peer pelareorep penicillin recall pent-up demand peptide therapeutics peptide therapy performers perioperative therapy permanent role personal data personal genome service personalized cancer therapy personalized care personalized health services personalized healthcare personalized neuromodulation personalized treatment personnel change perspectives pertuzumab petition pharma TV ads pharma biggest company pharma brand engagement pharma companies pharma consolidation pharma directors pharma division pharma industry pharma investment pharma investments pharma marketing pharma packaging pharma patent expirations pharma policy pharma reforms pharma reshoring pharma response pharma silos pharma skills shortage pharma tech pharma trade group pharmaceutical AI pharmaceutical advertising crackdown pharmaceutical backing pharmaceutical collaboration pharmaceutical communications pharmaceutical delays pharmaceutical delivery pharmaceutical divestment pharmaceutical drug discount resistance pharmaceutical earnings pharmaceutical employment pharmaceutical imports pharmaceutical investment pharmaceutical investment Germany pharmaceutical lawsuits pharmaceutical leadership pharmaceutical licensing pharmaceutical lobby pharmaceutical market pharmaceutical megadeal pharmaceutical mergers pharmaceutical milestones pharmaceutical processing pharmaceutical rebates pharmaceutical revenue pharmaceutical sector pharmaceutical setback pharmaceutical setbacks pharmaceutical survey pharmaceutical trade pharmaceutical trade war pharmacy platform pharmacy reimbursement phase 2/3 trial phase 3 POIESIS trial phase 3 failure philanthropy phosphodiesterase 4B phosphorylated physiologic rate physiological aspects physiological chemistry pilot data pimecrolimus pipeline blips pipeline cull pipeline disruptions pipeline gaps pipeline management pipeline restructuring pipeline setbacks pipeline shake-up pipeline shift pipeline update pipeline work pivekimab sunirine pivot resources pivoxil pizuglanstat placebo-adjusted efficacy placebo-adjusted improvement plant construction plasma-derived therapies plasma-derived therapy platelet levels platform immunotherapy * * pledge plozasiran pneumococcal conjugate vaccines pociredir podcast political politicization poly-refractory rheumatoid arthritis portfolio companies portfolio prioritization portfolio reprioritization portfolio support porustobart posdinemab post-COVID post-hoc analysis post-marketing requirement post-marketing studies post-thaw viability postprandial povetacicept pozdeutinurad practice expense practice-changing pre-IPO pre-IPO ' pre-commercialization pre-seed funding precision cardiology precision neurology preclinical CRO preclinical assets preclinical drug preclinical drug discovery preclinical pancreatic cancer preclinical program preclinical studies preclinical testing pregnancy detection pregnancy screening preliminary assessment preliminary injunction premium hikes prescriber prescribers prescribing habits prescribing rules prescription drug ads prescription renewals prescription-drug prices prespecified pretomanid prevention antibody preventive healthcare preventive services panel price controls price decline price drop price hike price transparency price-fixing pricing flaw pricing information pricing policies pricing practices pricing pressures pricing reform prifemilast primary endpoints primary listing princeton prion disease program prioritization priority brands priority vouchers pritelivir private block trade private placement financing proactive care producer cell lines product hopping product strategy production relocation professional development profit profit margin profit-sharing programmable RNA medicines programmable biology progressiva project cancellation proof-of-concept study propane propiolactone proprietary data protections protein AI protein compounds protein drug discovery protein elimination therapeutics protein expression protein expression platform protein folding protein levels protein science protein structures

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