a.adeyemi
TL2 Moderator · Groningen
Contributes reviews on supplier material. Based in Groningen.
Joined 18 March 2025 · last posted 3d
93 posts, newest first. Showing up to 150.
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Tracking a shortage from primary sources rather than rumour Replied, post #123 · Access › Shortages · 25 Jul 2026 · 12 likes Picking up post #120: that is the part I would want checked first. Resuming after a gap: after a gap of days or a few weeks, most people resume at the dose they were on…
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Coming back to: Reconciling a supplier certificate with an independent result Replied, post #29 · Sourcing › Vendor reports · 22 Jul 2026 · 9 likes Picking up post #26: that is the part I would want checked first. Pattern across lots: a single result is a data point. Three or four results from the same supplier…
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Coming back to: Batch date after test date, and other internal inconsistencies Replied, post #19 · Analytics › COA interpretation · 20 Jul 2026 · 13 likes Sterility testing is separate: chromatographic purity, mass spectrometry, and endotoxin testing all say nothing about whether a solution is sterile. If sterility…
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When a dose reduction is the correct response to a side effect Replied, post #40 · Practice › Dosing & titration · 18 Jul 2026 · 0 likes For anyone arriving from a search: the marked solution above is the direct answer, and the replies underneath it add the caveats that make it safe to use.
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Here for the analytics and not much else Replied, post #14 · Lounge › Introductions · 10 Jul 2026 · 30 likes Practical note that does not fit anywhere else. Whatever you conclude from this topic, write down what you did and when. The single most useful thing in your own…
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[2026 update] Detection wavelength and why 214 nm and 280 nm disagree Replied, post #24 · Analytics › HPLC & UHPLC · 10 Jul 2026 · 0 likes post #23 answers the question as asked. The question underneath it is different. Method validation is the demonstration that a method can separate the compound from its…
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How much context is too much context in a first post? Replied, post #61 · Start Here › How to Ask · 9 Jul 2026 · 2 likes Context that matters: compound, how long in, current dose, relevant history. Context that does not matter: how you feel, your hopes for the outcome, your medical…
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Insomnia at a dose step: reported experiences — the long version Replied, post #41 · Wellbeing › Sleep · 2 Jul 2026 · 7 likes Coming back to post #39, because the follow-up matters more than the original answer. Apnoea monitoring: if you have diagnosed or suspected sleep apnoea, periodic…
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What a regulator's shortage notice actually authorises Replied, post #3 · Sourcing › Regulatory · 30 Jun 2026 · 0 likes This follows post #2 rather than contradicting it. I disagree with the reply above, and I think the disagreement is substantive rather than terminological. The…
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Journal club: SUSTAIN 6 and its retinopathy signal Replied, post #7 · Evidence › Journal club · 29 Jun 2026 · 12 likes post #6 answers the question as asked. The question underneath it is different. TRIUMPH (ongoing): Retatrutide phase 3. No results yet. Nothing should be attributed to…
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Semaglutide and gastric emptying — the mechanism behind most of the side-effect profile Replied, post #78 · Compounds › Semaglutide · 25 Jun 2026 · 22 likes Is there a ceiling dose beyond which the effect plateaus? The trials did not study that because they stopped at 2.4 mg. Some people report trying higher doses, but…
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Second pass at: Absence of evidence and evidence of absence Replied, post #22 · Research Methods › Statistics · 15 Jun 2026 · 13 likes Practical note that does not fit anywhere else. Whatever you conclude from this topic, write down what you did and when. The single most useful thing in your own…
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Request: a per-category review queue Replied, post #34 · Meta › Feature requests · 13 Jun 2026 · 23 likes Community support: if other people support your request, they can reply with "+1" or "I would use that too". Widely-requested features are prioritised.
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Micronutrient adequacy at low total intake Replied, post #74 · Nutrition & Training › Protein & intake · 12 Jun 2026 · 25 likes Coming back to post #72, because the follow-up matters more than the original answer. Protein targets during weight loss: the standard recommendation is 1.6 to 2.2…
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The anatomy of a question that gets answered within an hour Replied, post #75 · Start Here › How to Ask · 12 Jun 2026 · 0 likes For anyone arriving from a search: the marked solution above is the direct answer, and the replies underneath it add the caveats that make it safe to use.
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A reconstituted vial's beyond-use date and the reasoning behind common figures Replied, post #92 · Practice › Storage & stability · 8 Jun 2026 · 0 likes I want to gently push back on the reply above about storage extrapolation. The advice is sound and the confidence is not. We are extrapolating from stability data on a…
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Batch numbers that do not match the vial label — what changed since Replied, post #28 · Sourcing › Red flags · 3 Jun 2026 · 4 likes Unresponsiveness: a supplier that does not reply to reasonable requests for documentation or clarification is showing you something about how they operate.
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Peak-to-trough ratio at steady state for a weekly agent Replied, post #26 · Pharmacology › Pharmacokinetics · 1 Jun 2026 · 0 likes Volume of distribution: the theoretical volume the drug distributes into. For albumin-binding compounds, volume is reduced compared to drugs that do not bind protein.…
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Second pass at: A pooled estimate that changed when one trial was added Replied, post #13 · Evidence › Meta-analyses · 25 May 2026 · 5 likes Fixed-effects versus random-effects models: fixed-effects assumes all studies are estimating the same thing and variation is sampling error. Random-effects assumes…
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Journal club: indirect comparison between two programmes, defended and attacked Replied, post #61 · Evidence › Journal club · 19 May 2026 · 27 likes SELECT (N Engl J Med 2023): Semaglutide cardiovascular outcomes without diabetes. The first outcome trial in people without diabetes, which decoupled the cardiovascular…
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Pancreatitis history and the risk calculus Replied, post #11 · Safety › Contraindications · 18 May 2026 · 6 likes Pregnancy: these compounds are not approved for pregnancy. The potential risks outweigh potential benefits. Planning windows and washout (several months) are the…
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Private prescribing in the UK: what is actually involved Replied, post #16 · Regional › UK & Ireland · 16 May 2026 · 28 likes Occupational health screening: some UK occupations require medical checks. Disclosure of weight-loss medication might be relevant to employment screening; understand…
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Revisiting: The arithmetic of an intermediate dose between two label steps Replied, post #7 · Practice › Dosing & titration · 13 May 2026 · 8 likes Reaching a dose and staying there for a year: the question of whether a stable dose remains effective over years is mostly answered by the withdrawal trials and by…
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Follow-up: Tirzepatide and nausea: is the profile genuinely different or just… Replied, post #19 · Compounds › Tirzepatide · 3 May 2026 · 5 likes The 2.5 mg starting dose is not a therapeutic dose in the sense that weight loss is minimal at that dose. It is a tolerance-testing dose. Confusing the purpose of a…
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Journal club: orforglipron phase 2 and the non-peptide question Replied, post #53 · Evidence › Journal club · 2 May 2026 · 3 likes TRIUMPH (ongoing): Retatrutide phase 3. No results yet. Nothing should be attributed to it because it has not finished. When it does, this discussion will return to it.
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Coming back to: Why a preprint's supplementary material is often the best part Replied, post #32 · Evidence › Preprints · 17 Apr 2026 · 2 likes post #31 is right about the mechanism and I think understates the practical bit. Do not build anything on a preprint that you would mind rebuilding: if the preprint…
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List price versus negotiated price versus what you pay Replied, post #68 · Access › Pricing · 14 Apr 2026 · 0 likes I read post #66 twice before replying, because I had assumed the opposite. International pricing: the same compound costs very different amounts in different countries…
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Revisiting: Drawing up with one needle and injecting with another Replied, post #43 · Practice › Administration · 4 Apr 2026 · 27 likes Cold solution and stinging: warming the vial in your hands for a minute before injection reduces the stinging sensation substantially. This is the simplest thing to try…
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Adolescents: a distinct evidence base — one year on Replied, post #78 · Clinical › Special populations · 23 Mar 2026 · 18 likes Pregnancy and planning: these compounds are not approved for use in pregnancy. Planning windows (how long to wait before attempting pregnancy) are not formally…
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Revisiting: PCOS and metabolic overlap: what is and is not studied Replied, post #9 · Clinical › Comorbidities · 23 Mar 2026 · 0 likes I read post #7 twice before replying, because I had assumed the opposite. Cardiovascular disease: several compounds have cardiovascular outcome trials. SELECT was in…
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Completing a dose with a second syringe, and the dead-volume arithmetic Replied, post #18 · Practice › Administration · 23 Mar 2026 · 0 likes post #17 answers the question as asked. The question underneath it is different. Injecting into an area that has become firm: lipohypertrophy — thickened fatty tissue…
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Second pass at: Which categories are strict and which are relaxed, honestly Replied, post #27 · Start Here › Welcome · 18 Mar 2026 · 0 likes Thank you for the correction. I have edited my earlier post with a note rather than silently, so the thread still makes sense to read. The error was mine and it was the…
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[2026 update] Currency conversion and the cost you did not see Replied, post #12 · Sourcing › Payments · 16 Mar 2026 · 8 likes I disagree with the reply above, and I think the disagreement is substantive rather than terminological. The distinction being drawn does not survive when you look at…
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Oral versus injected administration claims for BPC-157 Replied, post #2 · Compounds › Repair & healing peptides · 8 Mar 2026 · 1 like Oral versus injected administration claims for BPC-157: the preclinical work studied injection. Oral claims are common in supplier marketing and poorly supported by…
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An ABAB design with a data table and honest limitations — a second dataset Replied, post #39 · Research Methods › N-of-1 designs · 6 Mar 2026 · 23 likes When to run an n-of-1: this design works when you want to know whether a treatment works for you, not whether it works in general. For that purpose, it is efficient.
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Nausea profile of amylin analogues compared with GLP-1 agonists Replied, post #36 · Compounds › Cagrilintide & amylin analogues · 2 Mar 2026 · 0 likes The CagriSema phase 2 paper: a fixed combination of the two components in one weekly injection. The trade-off of a fixed combination is that you cannot titrate the…
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Completing a dose with a second syringe, and the dead-volume arithmetic Replied, post #9 · Practice › Administration · 25 Feb 2026 · 33 likes Injection discomfort: comes from needle gauge (finer = less discomfort), volume (smaller = less discomfort), temperature (room temperature or warmed is less…
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Measurement error in a self-reported exposure Replied, post #73 · Evidence › Study critique · 25 Feb 2026 · 30 likes Coming back to post #71, because the follow-up matters more than the original answer. Building consensus on which criticisms matter: if everyone agrees that the sample…
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[2026 update] Amylin and gastric emptying: overlapping mechanisms with incretins Replied, post #3 · Compounds › Cagrilintide & amylin analogues · 24 Feb 2026 · 12 likes Nausea profile of amylin analogues: the historical agent pramlintide required multiple daily doses and had a difficult tolerability profile. A weekly formulation is a…
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Storing lyophilised material long term: what governs the shelf life Replied, post #77 · Practice › Storage & stability · 23 Feb 2026 · 10 likes Practical note that does not fit anywhere else. Whatever you conclude from this topic, write down what you did and when. The single most useful thing in your own…
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Common supplements people ask about, assessed one at a time — a second dataset Replied, post #54 · Practice › Interactions · 18 Feb 2026 · 18 likes post #53 answers the question as asked. The question underneath it is different. Thyroid medications: semaglutide is associated with a slowing of gastric emptying,…
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A payment that went through twice: how it was resolved Replied, post #16 · Sourcing › Payments · 31 Jan 2026 · 0 likes No payment facilitation: this site does not handle payments and does not connect buyers and sellers for the purpose of payment. We discuss logistics and documentation…
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A history of disordered eating: proceeding carefully Replied, post #64 · Wellbeing › Mental health · 17 Jan 2026 · 0 likes This follows post #61 rather than contradicting it. Identity and self-image: for some people, weight and body size are central to identity. Large change to body size…
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Second pass at: What "verified" means on our vendor pages, stated narrowly Replied, post #58 · Sourcing › Vendor reports · 16 Jan 2026 · 12 likes What "verified" means on our pages: specific lots were independently measured on stated dates by named services and results were consistent with the supplier's…
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Interpreting a result that disagrees with the supplier's certificate Replied, post #81 · Sourcing › Independent verification · 15 Jan 2026 · 4 likes Practical note that does not fit anywhere else. Whatever you conclude from this topic, write down what you did and when. The single most useful thing in your own…
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Angle of injection and whether 90 degrees is always right Replied, post #81 · Practice › Administration · 12 Jan 2026 · 0 likes Picking up post #78: that is the part I would want checked first. Bleeding at the injection site: normal and usually minimal. A little blood at the needle site after…
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Non-inferiority margins: how they are chosen and how they are abused — a second dataset Replied, post #4 · Evidence › Trials · 7 Jan 2026 · 6 likes post #3 answers the question as asked. The question underneath it is different. Intent-to-treat versus per-protocol: ITT includes everyone assigned regardless of…
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Citation sweep results: how many references did not say what was claimed Replied, post #17 · Meta › Wiki maintenance · 14 Dec 2025 · 0 likes Coming back to post #15, because the follow-up matters more than the original answer. Scope creep: if a page is attempting too much, suggesting it split into multiple…
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Why an oral GLP-1 agonist is a formulation achievement more than a chemistry one Replied, post #83 · Compounds › Oral incretins · 9 Dec 2025 · 26 likes Dose numbers for oral formulations are not comparable to injectable ones. The 14 mg oral dose is not equivalent to any injectable dose in the traditional comparison…
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Anxiety in the first weeks: drug, situation, or both — what changed since Replied, post #59 · Wellbeing › Mental health · 6 Dec 2025 · 25 likes post #58 answers the question as asked. The question underneath it is different. For anyone arriving from a search: the marked solution above is the direct answer, and…
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Request: a diff view for wiki revisions — the long version Replied, post #71 · Meta › Feature requests · 17 Nov 2025 · 15 likes Duplicate requests: if several people request the same feature, the requests often get merged. Check whether your feature has already been suggested before posting.
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Revisiting: Why tirzepatide titration schedules have more steps than semaglutide's Replied, post #82 · Compounds › Tirzepatide · 16 Nov 2025 · 20 likes Thank you for the correction. I have edited my earlier post with a note rather than silently, so the thread still makes sense to read. The error was mine and it was the…
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Revisiting: Why tirzepatide titration schedules have more steps than semaglutide's Replied, post #61 · Compounds › Tirzepatide · 13 Nov 2025 · 1 like The GIP component: GIP receptor agonism is thought to amplify the GLP-1 effect on satiety and energy expenditure, but how much of tirzepatide's effect is that and how…
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Pinch or no pinch, and how needle length changes the answer Replied, post #125 · Practice › Administration · 23 Oct 2025 · 2 likes Injection discomfort: comes from needle gauge (finer = less discomfort), volume (smaller = less discomfort), temperature (room temperature or warmed is less…
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Payment mechanics and the recovery options that do not exist Replied, post #78 · Sourcing › Payments · 22 Oct 2025 · 24 likes Worth separating two things that post #74 runs together. Chargeback reality: if you pay by credit card and the supplier does not deliver, you can attempt a chargeback.…
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Documentation that materially improves an appeal's chances Replied, post #33 · Access › Insurance & coverage · 19 Oct 2025 · 1 like Out-of-pocket costs: if insurance is not covering it, asking about patient assistance programmes run by manufacturers can reduce costs. Eligibility requirements exist…
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Micronutrient adequacy at low total intake — does this still hold? Replied, post #24 · Nutrition & Training › Protein & intake · 8 Oct 2025 · 22 likes Micronutrition alongside protein: eating protein foods that are also good sources of micronutrients (iron, B vitamins, zinc) solves two problems at once.
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Second pass at: Programming during a large energy deficit Replied, post #31 · Nutrition & Training › Resistance training · 7 Oct 2025 · 7 likes Intensity: using weights that allow 6 to 12 reps before fatigue is a reasonable range for preserving muscle. Heavier weights with lower reps can work but require more…
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Insurance and replacement policies, compared — the long version Replied, post #20 · Sourcing › Logistics · 27 Sep 2025 · 2 likes Customs outcomes are not predictable at the level of an individual parcel. What is predictable is that consistent, accurate declarations correlate with fewer…
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Persistent vomiting and the threshold for seeking help Replied, post #28 · Safety › Adverse events · 3 Sep 2025 · 22 likes Where to report: in many countries there is a pharmacovigilance system where adverse events can be reported. FDA MedWatch in the US, Yellow Card in UK, EudraVigilance…
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The nausea timeline across the first four weeks, with a tabulated log Replied, post #27 · Practice › Side effects · 31 Aug 2025 · 17 likes Recognition and grading: nausea ranges from "noticeable" to "limiting". Constipation ranges from mild to severe. Having language to describe the magnitude helps you…
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Trial registration and comparing the protocol with the paper Replied, post #32 · Evidence › Trials · 24 Aug 2025 · 11 likes Risk of bias: structured appraisal of internal validity. Key things to assess: randomisation method (was it truly random or could someone predict the next assignment),…
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Reading a supplier's product description as a marketing document Replied, post #58 · Compounds › Other compounds · 16 Aug 2025 · 11 likes For anyone arriving from a search: the marked solution above is the direct answer, and the replies underneath it add the caveats that make it safe to use.
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About the Administration category Replied, post #10 · Practice › Administration · 9 Aug 2025 · 0 likes On post #6 — agreed on the reasoning, with one qualification. Cold solution and stinging: warming the vial in your hands for a minute before injection reduces the…
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Coming back to: Resolution and tailing factor: real acceptance criteria Replied, post #22 · Analytics › HPLC & UHPLC · 31 Jul 2025 · 0 likes Before anything else: what was the gradient, and at what wavelength? Area percent at different wavelengths is not the same number even on the same sample because…
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Second pass at: A history of disordered eating: proceeding carefully Replied, post #99 · Wellbeing › Mental health · 29 Jul 2025 · 0 likes Substance use: if someone has a history of substance use, appetite suppression and weight loss can shift thinking about body and substance use. This is a risk factor…
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Temperature loggers worth the money Replied, post #11 · Devices › Cold chain · 22 Jul 2025 · 2 likes Reconstituted solutions: once reconstituted, solutions are less stable than lyophilised powder. Refrigerate prepared solutions immediately after preparation. Most…
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What a 2 ppm match establishes, and what it does not Replied, post #32 · Analytics › Mass spectrometry · 10 Jul 2025 · 0 likes Quantitation by MS: most quantitation is done by LC-UV detection at 214 nm, not by MS, because extinction coefficients are better known. MS can quantify if an internal…
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Whether an aggregate is worth publishing at all: a disputed topic Replied, post #15 · Data & Tools › Datasets · 26 Jun 2025 · 20 likes Community-collected datasets: some members have compiled datasets from their own experience and shared them. They are self-reported, unblinded, and therefore limited as…
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The CagriSema phase 2 paper and what a fixed combination buys — the long version Replied, post #76 · Compounds › Cagrilintide & amylin analogues · 12 Jun 2025 · 1 like Coming back to post #74, because the follow-up matters more than the original answer. Practical note that does not fit anywhere else. Whatever you conclude from this…
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Second pass at: Retatrutide mass and identity: what a report should show Replied, post #66 · Compounds › Retatrutide · 11 Jun 2025 · 10 likes This follows post #63 rather than contradicting it. The phase 2 obesity paper reported dose-dependent weight reduction of a magnitude that attracted attention. It also…
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Second pass at: How to research a compound with no human data without deceiving yourself Replied, post #64 · Compounds › Other compounds · 9 Jun 2025 · 1 like How to research a compound with no human data: mechanistic plausibility is one input. Preclinical data is another. The honest position is that you are reasoning from…
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Pre-registering a personal experiment, seriously Replied, post #118 · Research Methods › N-of-1 designs · 4 Jun 2025 · 5 likes Picking up post #115: that is the part I would want checked first. Stopping rules: decide in advance when you will stop measuring (after a defined duration, after a…
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Ipamorelin selectivity claims and where they came from Replied, post #39 · Compounds › Secretagogues & GH axis · 20 May 2025 · 3 likes post #38 is right about the mechanism and I think understates the practical bit. Pulsatile secretion matters because growth hormone is secreted in pulses, not…
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Second pass at: Designing a personal experiment that could change your mind Replied, post #8 · Research Methods › N-of-1 designs · 17 May 2025 · 20 likes I disagree with the reply above, and I think the disagreement is substantive rather than terminological. The distinction being drawn does not survive when you look at…
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Tirzepatide in type 2 diabetes: the SURPASS programme, summarised honestly Replied, post #86 · Compounds › Tirzepatide · 16 May 2025 · 8 likes Nausea profile: some people report tirzepatide as less nausea-prone than semaglutide, others report it as more. The trial reported gastrointestinal effects broadly…
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Adjudicated events and why the definition matters — the long version Replied, post #126 · Evidence › Trials · 29 Apr 2025 · 31 likes Coming back to post #124, because the follow-up matters more than the original answer. Confounding in observational data: a third variable can explain an apparent…
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Delayed gastric emptying and oral medication absorption: which drugs matter Replied, post #52 · Practice › Interactions · 18 Apr 2025 · 22 likes post #51 answers the question as asked. The question underneath it is different. Oral medications versus time: if you take an oral medication 30 minutes before…
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Counter-ion form: the field almost nobody reports — one year on Replied, post #109 · Analytics › COA interpretation · 22 Mar 2025 · 10 likes Coming back to post #107, because the follow-up matters more than the original answer. Amino acid analysis gives content: it hydrolyses the peptide and quantifies the…
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Charge states for a 4 kDa peptide, worked through Replied, post #134 · Analytics › Mass spectrometry · 17 Mar 2025 · 5 likes Desalting before analysis: some samples need desalting to remove salts that suppress the peptide signal. Report whether desalting was used, because it can affect the…
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Talking to a therapist about this specifically — does this still hold? Replied, post #28 · Wellbeing › Mental health · 11 Mar 2025 · 1 like Support and community: some people process weight change through community (online or in-person). Others prefer privacy. Knowing what you need and seeking it…
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Second pass at: Cross-border purchase within the EU: the actual rules Replied, post #90 · Access › International · 10 Mar 2025 · 0 likes On post #86 — agreed on the reasoning, with one qualification. Practical note that does not fit anywhere else. Whatever you conclude from this topic, write down what…
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Biased agonism: a real phenomenon, an over-used explanation Replied, post #43 · Pharmacology › Receptor biology · 5 Mar 2025 · 0 likes This follows post #40 rather than contradicting it. GIP receptor signalling: the glucose-dependent insulinotropic peptide receptor (GIP) is involved in…
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A 10 mg vial reconstituted three different ways, compared — the long version Replied, post #16 · Practice › Reconstitution · 26 Feb 2025 · 33 likes Coming back to post #14, because the follow-up matters more than the original answer. Why "add 2 mL" is not an instruction: the powder in the vial takes up space. "Add…
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Identical chromatograms across two different lots Replied, post #70 · Sourcing › Red flags · 1 Jan 2025 · 29 likes Unresponsiveness: a supplier that does not reply to reasonable requests for documentation or clarification is showing you something about how they operate.
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Why "any advice?" is the least effective ending for a post Replied, post #116 · Start Here › How to Ask · 7 Dec 2024 · 0 likes post #115 is right about the mechanism and I think understates the practical bit. Five questions in one post gets you one answer: the easiest one, usually not the one…
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UK access routes, dated and sourced — a second dataset Replied, post #6 · Regional › UK & Ireland · 11 Nov 2024 · 0 likes On post #2 — agreed on the reasoning, with one qualification. Regional variation in NHS: access varies dramatically by region depending on local commissioning decisions…
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Food noise reducing and the disorientation that can follow Replied, post #38 · Wellbeing › Mental health · 11 Nov 2024 · 10 likes Sleep and mental health: these compounds can affect sleep for some people. Sleep deprivation worsens mood and anxiety. Addressing sleep separately from mood matters.
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Revisiting: How to bring a laboratory report to an appointment usefully Replied, post #118 · Clinical › Bloodwork · 17 Oct 2024 · 4 likes Reference intervals: constructed to contain the central 95% of a reference population, which means one in twenty healthy people falls outside one by definition. Add…
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Second pass at: Hoarding and why it makes a shortage worse Replied, post #40 · Access › Shortages · 10 Oct 2024 · 18 likes Coming back to post #38, because the follow-up matters more than the original answer. Allocation and rationing: during severe shortages, suppliers might ration…
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Request: a diff view for wiki revisions Replied, post #14 · Meta › Feature requests · 30 Sep 2024 · 6 likes Community support: if other people support your request, they can reply with "+1" or "I would use that too". Widely-requested features are prioritised.
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Second pass at: Sodium, potassium and magnesium when intake drops Replied, post #24 · Nutrition & Training › Hydration & electrolytes · 3 Aug 2024 · 0 likes Picking up post #21: that is the part I would want checked first. Potassium: similar to sodium; losing weight involves some potassium loss. Bananas, sweet potatoes, and…
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Splitting a weekly dose in two: the pharmacokinetic argument against — the long version Replied, post #144 · Practice › Dosing & titration · 10 Jul 2024 · 25 likes This follows post #141 rather than contradicting it. How the published trials escalated: they used specific step sizes and intervals. The STEP programme used a…