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Readout case C027 · Hindsight judgment · Abstract basis

Pharmaceutical regulatory filing citing a Nature paper — Moleculin Biotech, 2020-06-16

Moleculin BiotechMoleculin BiotechNASDAQ MBRX
Filings SEC · Quote Yahoo
cited a paper published in Nature in its regulatory filing with the U.S. Securities and Exchange CommissionU.S. Securities and Exchange Commission
Regulator · Website
as a basis for its claims. The company read the way it wrote the paper and the scope the paper actually showed in order. The stock price movement for one month after the filing was compared to past cases of the same type to determine where it stood. This is a retrospective judgment written after knowing the results. The paper was read only up to the abstract.

Summary of facts. Moleculin Biotech cited Nature paper in its 8-K filing (Item 8.01 Other Events · 9.01 Financial Statements·Exhibits) on 2020-06-16. The paper was published on 2020-05-14. The excess return on the market on the filing day was −5.1%, and the cumulative return over the following 20 trading days was +0.7%. When arranging 142 cases in order, it ranks in the 67% percentile from the bottom. This number is a past fact, not a rule to be applied to future cases.
−5.1%
Excess return on the filing day
+0.7%
20-trading-day cumulative excess return
67%
Percentile within 142 samples (lower means faster)
−7.4%
Median of samples (20-trading-day)

The disclosure is written in the press release as follows

When a U.S. listed company has something to inform shareholders, it submits a 8-K to the Securities and Exchange Commission. The item numbers of the document submitted by Moleculin Biotech on 2020-06-16 were 8.01 Other Events · 9.01 Financial Statements and Exhibits. The company cited a paper published in Nature in the attached press release. If the sentence citing the paper is translated verbatim, it reads as follows:

In this regard, an unedited version of an article that has now been accepted for publication in the scientific journal, Nature (Bojkova, D. et al. Proteomics of SARS-CoV-2-infected host cells reveals therapy targets, Nature https://doi.org/10.1038/s41586-020-2332-7 2020), reports that one of the therapeutic targets in SARS-CoV-2 is glycolysis.

What readers should first check is where the company placed the paper in the press release. Next, they should determine whether the paper supports the entire company claim or only a part of it. To answer the latter question, one must read the full paper. This article, which only read the abstract, cannot provide an answer to that.

The scope of the paper mentioned in the abstract is limited to this.

The paper's title is Proteomics of SARS-CoV-2-infected host cells reveals therapy targets and it was published in Nature on 2020-05-14. The authors are affiliated with Goethe University Frankfurt, University Hospital Frankfurt, German Center for Infection Research, and Cardio-Pulmonary Institute. The summary at the beginning of the paper is called abstract. What this article read is only up to that point. This paragraph was rewritten by a person after filtering a draft written by a machine through numerical comparison, so it is of a different grade than a full reading of the paper.

The abstract of this paper is not publicly available, so it was not summarized. What can be understood from the title is that it is an experimental study that scanned for protein changes in host cells infected with the coronavirus to find treatment targets. It is a cell experiment. It is not the result of human patients.

What the abstract does not answer remains in the full paper and the appendix. This article, which has not gone beyond that, leaves the blanks as they are. Readers should compare the two citations above to determine which sentence in the abstract corresponds to the citation made by the company.

One month later, the stock price was within the middle half of the sample.

The remaining return after subtracting the portion that moves with the overall market is called excess return. The date is written as trading day, counting only the days the stock market is open. In calendar terms, 20 trading days are about a month. The excess return for the day of the regulatory filing and the following month are listed in the table below.

PeriodExcess return relative to the marketMeaning
Five trading days before the filing+8.1%The extent of movement before the filing
On the day of the filing−5.1%On the filing day or the first trading day after
Accumulated over +1 to +5 trading days−13.8%One week
+1 to +20 trading days cumulative+0.7%One month

A bundle of past cases of the same type is called a sample. The position counted from the bottom is expressed as a percentile. The one-month excess return of +0.7% in this case is within the bottom 67% of the 142 samples and is within the lower half.

Sample scale (20 trading days)Tenth from the bottomFourth from the bottommediantop 25%top 10%This case
Excess return−31.9%−20.1%−7.4%+5.5%+19.5%+0.7%

Half of the sample falls between the two central marks in the chart. One checks from the chart whether this case lies within or outside. The sample collects cases where U.S. listed companies wrote papers in 8-K over the past ten years. The company itself is excluded from the sample. The numbers written here are past facts, not rules to apply to the next case.

There is one additional case where the same company wrote a paper in 8-K, and it is placed together in the table below.

Disclosure datethe academic journal of the paperone month excess return
2023-03-09European Journal of Cancer−18.2%

after the filing, the company issued such documents

after the filing date, the company issued three 8-K filings. Here, only the item numbers are listed. In 8-K filings without titles, the item numbers indicate the type of content, so one can determine whether it was an earnings announcement or a contract by the number. The specific event is read in the original text of each link.

What this article does not answer

This article, which reads only abstracts, cannot answer how the paper reviewed what methods and what it showed up to which point. How many times the paper cited by the company was cited afterward can be rechecked through the OpenAlexOpenAlex
Data source · Website
citation count. What will be seen next is whether the company's next 8-K again cites the same paper.

How was it measured? The sample consists of 144 cases selected from 1,561 filings of U.S. listed companies on 8-K from 2015-01-01 to 2026-09-03 that included a paper DOI, where a paper was published between -3 and +60 days from the filing date and stock prices could be attached. Excess return is the cumulative daily return minus the market return, and the window is +1 to +20 trading days with the filing date set to 0. Stock prices are Sharadar adjusted close prices, paper metadata and abstracts are from OpenAlex, and filing searches are from SEC EDGAR professional search. Abstract summaries are generated by a machine, and the numbers in the summary are compared with the abstract by a program and then reviewed by a person. Judgment date 2026-10-07.

Term explanation

8-K
A periodic report submitted to the Securities and Exchange Commission when a listed company in the United States has something to inform its shareholders. The type is indicated by item numbers such as earnings, contracts, and executive changes. All events in this article are derived from this document.
Excess return
The remainder obtained by subtracting the overall market return from the stock return. It is used to observe the movement of the company alone by removing the portion where the market as a whole rises or falls.
Trading day
A date counted only on days when the stock market is open. Since weekends and holidays are excluded, 20 trading days amount to roughly a calendar month.
Sample and percentile
A bundle of past cases of the same type is a sample, and the position from the bottom is expressed as a percentile. A percentile of 10 means that nine out of ten cases performed better than this case.
Abstract
A summary placed at the beginning of a paper. The author writes in a few sentences what was done, how it was done, and what results were obtained. Without reading the full text, one cannot know the details and limitations of the method.